log(HR) log(HR) lower 95% log(HR) upper 95% pvalue BH-corrected pvalue prognostic association AGXT2 -0.15728931460505652 -0.305046845423692 -0.009531783786421083 0.03694235631408042 0.1782991461347504 not prognostic LGALS4 -0.025623500914106773 -0.09634963425887529 0.045102632430661746 0.47765517511884736 0.7153641322915758 not prognostic AKR1C2 -0.09822532550829237 -0.17408396937588264 -0.022366681640702102 0.011153476574997483 0.09429374483092773 not prognostic TUBAL3 -0.014346993665604381 -0.09683203953888625 0.06813805220767749 0.7331748604913526 0.8750985903185015 not prognostic AKR1B10 -0.03254394580714911 -0.09341436613195742 0.028326474517659204 0.29469340099855673 0.5687411121233193 not prognostic HLA-B -0.04378052976344826 -0.11034159160871472 0.022780532081818197 0.19734036308682432 0.4562986236354179 not prognostic HKDC1 -0.07022779846886476 -0.16285233143832384 0.022396734500594317 0.13726798497368037 0.3744546829583669 not prognostic TUBB8 0.11111276502967438 -0.02200435385486646 0.2442298839142152 0.10184365763813548 0.3175918728088565 not prognostic CEL -0.022650067381295685 -0.08495500793274496 0.0396548731701536 0.4761448174680407 0.7139381260745886 not prognostic MX1 0.0042885890147937875 -0.09434744081640488 0.10292461884599245 0.9320887672160957 0.9737445429271534 not prognostic TXN 0.024075025226226697 -0.06665430413827214 0.11480435459072552 0.6030103312584787 0.8027883265066409 not prognostic LIN28B 0.015051504582318655 -0.06879035989506185 0.09889336905969917 0.7249449720166479 0.8706146659242183 not prognostic HEPACAM -0.0460111573277649 -0.16647289924534175 0.07445058458981196 0.4540855632956765 0.6973289962583519 not prognostic CRYAB 0.06117349027437827 -0.031926429488475155 0.1542734100372317 0.1978015263730154 0.4570108556432534 not prognostic CRP 0.04048927064840402 -0.024682709032949363 0.1056612503297574 0.22335203999490066 0.48808172176576653 not prognostic PEG10 0.031200032646009915 -0.07511151673686645 0.13751158202888628 0.5651526263953772 0.7765210963962266 not prognostic UBD -0.035677296097267906 -0.1424633645109561 0.07110877231642027 0.5125802628010674 0.7386336862800509 not prognostic UCHL1 0.049617814783719225 -0.0163182029349713 0.11555383250240975 0.14023903300685378 0.3786369307932334 not prognostic TUBA1C 0.012084513998168329 -0.0993780793105739 0.12354710730691056 0.8317210990017756 0.923298078036317 not prognostic HLA-DQA2 0.006442469595693301 -0.07445217501835563 0.08733711420974224 0.8759604894143571 0.9451041530159966 not prognostic ERAP2 -0.08451220302681473 -0.16815933336787836 -0.0008650726857510893 0.04767726431505159 0.20913990564069423 not prognostic CCL20 0.24302489212480016 0.12154331642207339 0.36450646782752694 8.821005140316113e-05 0.011123163242429599 unfavorable CT47A1 0.005134514558627493 -0.06350914229942789 0.07377817141668289 0.8834442634326364 0.947923836350958 not prognostic SLPI 0.03843856662891371 -0.07757688253901587 0.1544540157968433 0.5160922653923391 0.7407140192461705 not prognostic HMGA2 0.10720143362795057 0.05028491555961965 0.1641179516962815 0.0002228796059584438 0.014565263592306183 unfavorable SLCO1B7 -0.09680417182035926 -0.25213921934666567 0.05853087570594713 0.22191886128950297 0.48637443454710405 not prognostic SLCO1B3 0.02147136679414991 -0.10396435974043103 0.14690709332873084 0.7372514359709674 0.875993643828543 not prognostic EPPK1 0.010299323130937637 -0.08393180697608153 0.1045304532379568 0.830374592460329 0.9226040861624877 not prognostic PCK1 -0.09713968509774411 -0.22488615187336813 0.030606781677879932 0.13612536625804103 0.373042670372893 not prognostic S100A1 -0.036047438872660806 -0.14877194988325354 0.07667707213793191 0.5308138487771927 0.7495861810886761 not prognostic ALDH8A1 -0.18957522203896993 -0.3300756861042151 -0.049074757973724764 0.008179943935944345 0.0789170668733941 not prognostic EPS8L3 0.09581141270607137 -0.010034558404026533 0.20165738381616927 0.07603789131034783 0.26907796083064983 not prognostic HLA-DRB4 0.04525591457935205 -0.030812275583250892 0.12132410474195499 0.2435907784055577 0.5111010637602433 not prognostic EPX 0.09206876112564108 -0.041502121676124853 0.225639643927407 0.17670216404082267 0.4302459816854733 not prognostic ALDH3A1 -0.015132088025168416 -0.08723160773250707 0.05696743168217024 0.6808137748493038 0.8478683719885682 not prognostic ALDH1A2 0.02790562367127916 -0.05545721876454633 0.11126846610710465 0.5117624359730235 0.7379302768990949 not prognostic HLA-DRB3 -0.08005914422898215 -0.17298101308695807 0.012862724628993766 0.09128543841681262 0.2979506125212262 not prognostic HLA-DRB1 -0.0070061613964701565 -0.08911681803147004 0.07510449523852972 0.8671846829213126 0.9408512440856169 not prognostic DEFA3 0.1064759762050289 0.03040383855097885 0.18254811385907893 0.006082415434301016 0.06747938709206568 not prognostic HLA-DRB5 0.01132308188293012 -0.06776764887107241 0.09041381263693264 0.7790174717394337 0.8961253275707504 not prognostic PGAM2 0.04035123846251335 -0.01854654187317719 0.09924901879820389 0.17934205194857059 0.43395929489068985 not prognostic HAO2 -0.14211276558072566 -0.274202175577854 -0.010023355583597349 0.03497116265468864 0.17269543256890643 not prognostic CYP8B1 -0.24585722140935293 -0.3764385752755865 -0.11527586754311936 0.0002240778951281185 0.014329781393443177 favorable PLIN2 0.015133399273715856 -0.06758947615658616 0.09785627470401788 0.71992605377653 0.8687825797899006 not prognostic UGT2B10 -0.17694740944643503 -0.32761227356667155 -0.026282545326198503 0.021342647177135503 0.1333431403886212 not prognostic UGT2B15 -0.21250074318042214 -0.3510188251015801 -0.07398266125926414 0.002640282313507618 0.045025614386349916 favorable ADIRF -0.037444580268543345 -0.13628831409089748 0.06139915355381079 0.4577932974888601 0.7009788596575619 not prognostic LTBP2 0.007733623514953659 -0.09337831867911872 0.10884556570902604 0.8808361502376796 0.9470548880842975 not prognostic ADH6 -0.16431905235471672 -0.31746294315516477 -0.011175161554268676 0.035467012574575546 0.17380195050912692 not prognostic SFN 0.10126434941011572 -0.0013880504487950585 0.2039167492690265 0.05317935376200229 0.22227579562614683 not prognostic ADH4 -0.10496985838382877 -0.21409390349238497 0.004154186724727421 0.0593824471474493 0.23597472228633537 not prognostic ASPN 0.015825247755860118 -0.06575331102694437 0.09740380653866462 0.7037901571467451 0.8606793166145074 not prognostic ADH1C -0.17280964134837282 -0.3171929637819835 -0.02842631891476216 0.018984078558753153 0.1239711563358986 not prognostic ADH1A -0.23296193070007765 -0.36572692512041605 -0.10019693627973927 0.000583572001909123 0.021152713089442825 favorable UGT2B7 -0.20668825512088265 -0.3583018819540915 -0.055074628287673816 0.007541558110791092 0.07535666268517037 not prognostic FABP5 0.1960095130981202 0.03489917246618651 0.3571198537300539 0.017101200065254642 0.1174133774418902 not prognostic FADS2 0.09064793516984955 -0.006521076601112688 0.1878169469408118 0.06748511644143572 0.25248401483500793 not prognostic POLR3D 0.05682489957353708 -0.0536304790413787 0.16728027818845287 0.3132991734793974 0.5853438022038908 not prognostic SERPINE1 0.2586247107309747 0.1566762102221883 0.3605732112397611 6.624165087569153e-07 0.0029653075014503313 unfavorable UGT3A1 -0.13246459697722357 -0.23602395084282715 -0.028905243111619988 0.012175226577358646 0.09784991341749727 not prognostic POSTN 0.05007501732887619 -0.008752255592980616 0.108902290250733 0.09524373930342825 0.30497753862074145 not prognostic ADH1B -0.21616881651523348 -0.36218881749040677 -0.07014881554006017 0.003713315722719722 0.0533632675208823 not prognostic SMIM24 0.002013364970092889 -0.15435715206279804 0.1583838820029838 0.9798669443317577 0.9925046671119161 not prognostic GSTA2 -0.04807346311741794 -0.1247350763288346 0.028588150093998725 0.21904669956439524 0.4825603103346532 not prognostic ASNS 0.05307254734638764 -0.03158549129991488 0.13773058599269017 0.21918010053611092 0.48273540961864725 not prognostic BPI 0.08715654543990825 -0.011081541073476128 0.18539463195329264 0.0820568646679445 0.27944279550099166 not prognostic UGT1A1 -0.07963471017863424 -0.1981401983549071 0.03887077799763859 0.18781193603909602 0.44542523532662953 not prognostic AGR2 0.07929360539592453 0.023367250270802005 0.13521996052104707 0.005454672852103035 0.06383749809788035 not prognostic UGT1A4 -0.17804759326785857 -0.29884559360951324 -0.05724959292620389 0.003866578741332448 0.05400542819212076 not prognostic PIGR -0.04505911475905323 -0.13176264586209624 0.04164441634398978 0.30840372123545257 0.582272989502532 not prognostic GYS2 -0.16179629750168018 -0.32881796733597 0.005225372332609696 0.05761112214554643 0.2312970298516041 not prognostic SLC22A1 -0.22811519322319843 -0.3853528331105991 -0.07087755333579773 0.0044627836537936725 0.05782243422925434 not prognostic CPLX2 0.028207619092637658 -0.08602072698901767 0.142435965174293 0.6283896092766281 0.8161863008637243 not prognostic GSTM1 -0.022847628167668183 -0.07884935116403205 0.03315409482869568 0.423926539980651 0.6736624622731218 not prognostic GSTZ1 -0.28754523963797046 -0.48340932283440874 -0.09168115644153216 0.004009734583949548 0.05565760268232605 not prognostic GSTT2B;GSTT2 -0.07711374227074802 -0.17180424725134524 0.017576762709849217 0.1104555244915586 0.3320712930735138 not prognostic GSTT1 0.06254444620209688 -0.05435311233603628 0.17944200474023003 0.294338300106718 0.5683007981141787 not prognostic PLA2G2A -0.01731525000901955 -0.08779312256236994 0.05316262254433084 0.6301392943910749 0.8171548526482174 not prognostic UGT1A7 -0.06003344403922159 -0.15627861798814435 0.03621172990970116 0.22150422041339857 0.48606060915714644 not prognostic ASH1L 0.019034667284784205 -0.08821817378832211 0.12628750835789052 0.7279573077965492 0.8724768108035482 not prognostic GSTM4 -0.05142599411456545 -0.15172877980408953 0.04887679157495863 0.31495063628262 0.5873261917596952 not prognostic AFP 0.09844294721660281 0.041427856084634195 0.15545803834857141 0.0007141262203245678 0.023165116125238604 unfavorable GYG2 -0.006637957849668442 -0.20163593608627042 0.18836002038693353 0.9468050480849428 0.9796308327174961 not prognostic EPCAM 0.010632609053407379 -0.062331799780487515 0.08359701788730227 0.7751751007848635 0.8949249100357038 not prognostic TTC36 -0.21858428982531855 -0.3926586999662791 -0.04450987968435799 0.013850553267286032 0.10464472860929269 not prognostic LCN2 0.09213369359969338 0.013737250550173954 0.1705301366492128 0.021256093715432977 0.1329879853488969 not prognostic CYP2A6 -0.09111044342703059 -0.18162943884779703 -0.0005914480062641503 0.04852173589369325 0.21139420995437258 not prognostic NQO1 0.019500805834218354 -0.03270834045587921 0.07170995212431593 0.46412435445660305 0.7042890416016893 not prognostic DAK -0.13150074814023885 -0.2602825599697851 -0.0027189363106926157 0.045355311129043244 0.20293158447692364 not prognostic CA14 -0.10420210871259311 -0.2449948775195457 0.03659066009435949 0.14689446188779565 0.38852174808905005 not prognostic TMSB4X 0.015668037417059074 -0.08492010645431038 0.11625618128842853 0.7601435152895881 0.8867185527540954 not prognostic UGT2B17 0.06607993776773122 -0.001598761294569942 0.13375863683003236 0.0556630863231398 0.2280785408929385 not prognostic CYP1A2 -0.02429374745145461 -0.16618652452232532 0.11759902961941611 0.7371956237952975 0.8761598858143234 not prognostic CYP17A1 -0.04500504522014916 -0.13441351045057734 0.044403420010279006 0.32385042123354585 0.5969596090804892 not prognostic TAT -0.14738591834859607 -0.2768260007403126 -0.01794583595687957 0.025634971019163663 0.1465580431255251 not prognostic AIF1L -0.012557510563645461 -0.112348641359669 0.08723362023237809 0.8051885208847176 0.9113593966473927 not prognostic SULT1E1 0.03706978895751437 -0.0694657944923272 0.14360537240735594 0.49524973329471966 0.7264041386283789 not prognostic SULT1C2 0.0861927708703787 -0.0004368611623176283 0.17282240290307505 0.05116656565116415 0.21803629808418495 not prognostic CAMK2B 0.011709292324574721 -0.12342524263223102 0.14684382728138046 0.8651444547855934 0.9400046485067255 not prognostic NNMT 0.002923786359200526 -0.0784543470901607 0.08430191980856176 0.9438606659821387 0.9777142823716404 not prognostic IGHV1-24 0.04463903581251167 -0.11175778445124593 0.20103585607626925 0.5758777618780924 0.7840379565228955 not prognostic SULT1A2 -0.19717290464626538 -0.35528147310691427 -0.03906433618561647 0.014516656232636413 0.10732256255226573 not prognostic CXCL12 0.11875116267903207 -0.08000298812746659 0.31750531348553074 0.24158484045145562 0.509039556733792 not prognostic CAMP 0.1080067382074552 0.030059273243147847 0.18595420317176253 0.006611689132814226 0.06996980237125977 not prognostic ANKRD36C -0.07198505955658571 -0.16573101305980287 0.021760893946631457 0.1323228038650465 0.36814358701173444 not prognostic OAT 0.02147625202414342 -0.06458817656086578 0.10754068060915263 0.6247826767948121 0.8139812726053482 not prognostic IL32 -0.04277880409257126 -0.11878259795666982 0.0332249897715273 0.2699544318410919 0.5431240512973698 not prognostic CYP2C8 -0.1789137486565215 -0.34243030280796777 -0.015397194505075207 0.03199125299264631 0.16451331880710074 not prognostic TKTL1 0.0286143841304403 -0.054461216513688085 0.11168998477456869 0.4996212241362298 0.7286380224290057 not prognostic AQP9 -0.184365753577741 -0.3029223293010642 -0.06580917785441774 0.0023043592907620487 0.04142756773131049 favorable JTB 0.23036121323424846 0.03076935031307193 0.429953076155425 0.023690319385843744 0.14121133785716317 not prognostic KBTBD7 -0.016441309841615324 -0.11844014931074236 0.08555752962751172 0.7520565201811736 0.8837330391366384 not prognostic TM4SF4 -0.005218424467674047 -0.11282090546177324 0.10238405652642514 0.9242728374105893 0.9694253413000241 not prognostic THBS2 0.028874763163330337 -0.04646610386387558 0.10421563019053624 0.45255277424008444 0.6960496457260739 not prognostic CYP2C19 0.05877726831490652 -0.07461737941591196 0.19217191604572498 0.3878006146805506 0.646310294719838 not prognostic THBS1 0.04373072876676722 -0.05625226551931007 0.14371372305284452 0.391305455299766 0.6491305801924783 not prognostic INMT 0.09838369459825458 0.002811067751244789 0.19395632144526437 0.04363166510006342 0.19788971511695433 not prognostic CYP3A5 -0.0711314337459237 -0.16861486906090883 0.026352001569061437 0.15267658240452778 0.39689705060038827 not prognostic TFRC 0.1963164756363093 0.04125093445639269 0.35138201681622594 0.013088260894771171 0.10198363776404377 not prognostic CYP3A4 0.013322650287457603 -0.08203938703363457 0.10868468760854978 0.7842239065670394 0.8995716381159135 not prognostic TFPI 0.06078378829268253 -0.060656509313449215 0.18222408589881428 0.326588258753723 0.598066001354486 not prognostic CYP39A1 0.041132564324294345 -0.11763347278002281 0.19989860142861152 0.6116070790856929 0.8051342712916054 not prognostic CYP2E1 -0.05084997697987792 -0.1465289555152126 0.04482900155545677 0.29757341834696205 0.5709761711230928 not prognostic CYP2C9 -0.1200076280915618 -0.24634918762891683 0.006333931445793237 0.0626447773866233 0.24216696543283178 not prognostic APOC3 -0.16449835247513386 -0.25431217967267544 -0.07468452527759227 0.0003309717837846617 0.017128268093780787 favorable LTF 0.13445335835813857 0.05054864402860147 0.21835807268767565 0.0016851575552840887 0.03500514058575045 unfavorable DCN 0.0227379785261928 -0.08387833633121218 0.12935429338359777 0.6759471214622286 0.8461625529154548 not prognostic STMN2 0.2638686658413961 0.10380117864827729 0.42393615303451493 0.0012337133929760404 0.029612428974033482 unfavorable SPP1 0.14254981943480102 0.05178968589860179 0.23330995297100027 0.0020814216879216107 0.039314279265743 unfavorable HSD17B13 0.03290268499289384 -0.06478259508408046 0.13058796506986814 0.5091500870994898 0.7368931021341307 not prognostic ENO3 -0.02263394941010066 -0.14045647914062623 0.09518858032042492 0.7065354799533032 0.8620349076072396 not prognostic SPINK1 0.008417368854863999 -0.06657082487012325 0.08340556257985124 0.8258676528366375 0.9196508825679621 not prognostic PAGE2;PAGE2B 0.004771939702673742 -0.059556581129616995 0.06910046053496448 0.8844016548908937 0.9486100414805525 not prognostic NAT2 -0.12368993078316701 -0.27721749142921653 0.02983762986288252 0.11432441720468185 0.3397100920124516 not prognostic HRSP12 -0.2178480452921713 -0.3341326138123942 -0.10156347677194842 0.0002408429151424228 0.014974073744931328 favorable PAGE4 -0.054947096637131314 -0.1193312353420172 0.00943704206775458 0.09438948456130986 0.30332701194451084 not prognostic ANGPTL6 0.10287998166426987 -0.10928636339668235 0.3150463267252221 0.3419134383127643 0.610155673353434 not prognostic PAGE5 -0.04103524046665766 -0.10729555223407529 0.025225071300759974 0.2248193392006181 0.4890202973428411 not prognostic HPD -0.1723447258262245 -0.29045830007632123 -0.05423115157612776 0.004238148390741341 0.05705886096587553 not prognostic PAH -0.1617640513549821 -0.3263705270057179 0.002842424295753737 0.054089475482887533 0.22409212123937625 not prognostic DDX3Y -0.05096871541802757 -0.14396901057484085 0.0420315797387857 0.2827526655006051 0.5550284179405651 not prognostic CTH -0.2077080153466249 -0.36544920252735275 -0.04996682816589704 0.00985684594772462 0.08860275278110294 not prognostic HOGA1 -0.09743720931193335 -0.22519868854354697 0.030324269919680277 0.13497571522652085 0.37125578446176377 not prognostic TTC25 -0.00026862876762577455 -0.1250228336258902 0.12448557609063865 0.9966326815454625 0.9983052582095016 not prognostic TRIP13 0.3382339900991789 0.18763129211265406 0.4888366880857038 1.0734505096596861e-05 0.010678447125536854 unfavorable HPGD -0.011383424949896649 -0.09239081899072657 0.06962396909093327 0.7829931397238531 0.8986203794318237 not prognostic TOP2A 0.23780864755030062 0.11769846137666225 0.357918833723939 0.00010421052104191065 0.010976432881037954 unfavorable HSD17B6 -0.25749934067185676 -0.38940208207643373 -0.12559659926727978 0.00013012389636333734 0.012263149938325887 favorable AFF2 -0.05965851383286675 -0.22055899756057323 0.10124196989483975 0.46740153955576047 0.7063885860301694 not prognostic NEB 0.008099966958732994 -0.04947432849568795 0.06567426241315394 0.7827463392572995 0.8984523045346926 not prognostic STEAP4 -0.16856059091087636 -0.38360828727571566 0.04648710545396295 0.12447062034853108 0.3538855077740231 not prognostic OGN 0.0006184234679025325 -0.10458267548496838 0.10581952242077344 0.9908072758296437 0.9964836599082004 not prognostic ELANE 0.1206548093701667 0.03284599481316476 0.20846362392716866 0.007078822198297811 0.0725964434608938 not prognostic OLFM4 0.11090797397379744 0.02273867231362335 0.19907727563397154 0.013684720824020892 0.1041830829400162 not prognostic IGF2BP3 0.08422909454358952 0.012781071167061342 0.1556771179201177 0.020856360691437367 0.13177628600595537 not prognostic OLFML1 0.07264974708488475 -0.06445726148920203 0.20975675565897153 0.2990194861904689 0.5727688189694626 not prognostic CBFA2T3 0.0274884986928208 -0.12692669731868053 0.18190369470432213 0.7271594962404625 0.8718707606590144 not prognostic BRIP1 0.0142974687622645 -0.03739292027128871 0.06598785779581771 0.5877341074355268 0.7912757088526724 not prognostic IGF2BP1 0.06210600130787165 0.0013006298347950362 0.12291137278094827 0.04529680986463379 0.2028726056618641 not prognostic STAB2 -0.01722591443709555 -0.21642440806296626 0.18197257918877519 0.8654111615558894 0.9401803336257587 not prognostic L1RE1 0.1016335398125961 -0.00729146580216225 0.21055854542735444 0.0674350407768385 0.2525077039209683 not prognostic SRP9 0.0804555771633389 -0.10031124081141299 0.26122239513809076 0.38302320098921794 0.6425345172299922 not prognostic SRD5A2 0.08058527353795424 -0.05852313446489581 0.21969368154080426 0.2562061117651343 0.5256217503742546 not prognostic ANKRD12 -0.053584170764347024 -0.1203052980847446 0.013136956556050551 0.11547362333986477 0.34176375198737496 not prognostic ARID3A 0.10020291327406998 0.01248515451004581 0.18792067203809415 0.025160337947880026 0.14486206150956263 not prognostic SQSTM1 0.0185673593800701 -0.07674297928992704 0.11387769805006723 0.7025951773350294 0.8598051698579167 not prognostic IGF2BP2 0.15164767557076023 0.05754479719717233 0.24575055394434814 0.0015858307164606138 0.03429454687070501 unfavorable UROC1 -0.12570303533559093 -0.25901569827386006 0.007609627602678193 0.06458973347986315 0.2465978182708805 not prognostic EEF1A2 0.02507690950535347 -0.023310665669650343 0.07346448468035728 0.30974687651434807 0.5829648487351184 not prognostic CNGA3 0.06705741695368687 -0.07296463489220394 0.20707946879957767 0.3479162563160665 0.6152269885043933 not prognostic VNN1 0.02738995336556896 -0.045263747087683034 0.10004365381882095 0.45997187759572244 0.7026323528603485 not prognostic GLRX -0.0017597820613546274 -0.1080394598305295 0.10451989570782023 0.9741106836951541 0.9900343910912379 not prognostic BBOX1 -0.02716497454995325 -0.1315379924714238 0.07720804337151732 0.6099700263442063 0.805110076051847 not prognostic PYCR1 0.05245330826353152 -0.021605852555078978 0.12651246908214203 0.16508573816972372 0.41528873667702626 not prognostic BGN 0.04017715830240133 -0.04779459498445314 0.1281489115892558 0.37071986041001304 0.6334074256203905 not prognostic CGREF1 0.016064033872646932 -0.09044785539644883 0.12257592314174269 0.7675354777679059 0.8912769302796447 not prognostic CLEC4G 0.04117328161081661 -0.15328777610041977 0.23563433932205297 0.6781539114746977 0.8472665321564288 not prognostic SACS -0.08974313183730082 -0.18926850139060294 0.009782237716001313 0.07717443336912913 0.2702161525044244 not prognostic PRODH -0.03277883394052827 -0.11820501859553528 0.052647350714478756 0.4520169656309946 0.6958232278704082 not prognostic GLS2 -0.06526407150534282 -0.18753089950639146 0.057002756495705825 0.29546993299978175 0.5696258204451004 not prognostic MBL2 -0.02752336882173888 -0.1529812285007808 0.09793449085730303 0.6672076320900927 0.8393297639598988 not prognostic CLEC4M 0.13841745743218783 0.004312204641628015 0.27252271022274765 0.04307445064654349 0.19655736831728027 not prognostic MAPK8IP3 0.03374123669497197 -0.030819285147813145 0.09830175853775708 0.30567702372864536 0.5793239613553264 not prognostic CYP2A7 -0.053722053432316764 -0.14034204257071822 0.0328979357060847 0.22414599730271736 0.48862408421018466 not prognostic GLUL -0.01778672060163014 -0.07973638432424579 0.044162943120985516 0.5736143825719717 0.7821458372170063 not prognostic XPNPEP2 0.02053573206040996 -0.051709993829369666 0.09278145795018958 0.5774477470298113 0.7845052623911837 not prognostic CLGN 0.11148571179107285 -0.005157637652926872 0.22812906123507257 0.06102697771081843 0.2394279278899901 not prognostic PRPH 0.11427383527394867 -0.03636385617456035 0.2649115267224577 0.13705978129127197 0.37400067720230357 not prognostic MT1H -0.059569365037024084 -0.12844036232746786 0.009301632253419699 0.09002731192845936 0.2953516026733224 not prognostic GLYAT -0.23008047904042636 -0.3803197214666606 -0.07984123661419215 0.0026861565084262645 0.045290318681620235 favorable FLNC 0.03744976858322243 -0.03697352948708401 0.11187306665352886 0.3240089991605222 0.5968832447498262 not prognostic GLYATL1 -0.269615404944618 -0.4145413030868116 -0.12468950680242441 0.00026609205691752056 0.015882147903883745 favorable CFHR3 -0.04683179700154088 -0.16320314308713088 0.06953954908404911 0.4302544397545979 0.678658914574157 not prognostic RPL22L1 -0.03707377778607073 -0.13167509823963144 0.057527542667489974 0.4424278083754908 0.6881612523255332 not prognostic MCM2 0.23454948357687183 0.08929386161449915 0.3798051055392445 0.0015517655807429085 0.03421910651327896 unfavorable MFAP4 0.058611744698187064 -0.05525024069557418 0.1724737300919483 0.31301605920303294 0.5853034206442678 not prognostic PRELP 0.014526488279964413 -0.06838294019778493 0.09743591675771376 0.7312948730448674 0.874136581891949 not prognostic GLDC -0.0015311041457758453 -0.1302872583397857 0.127225050048234 0.9814054543492984 0.9931641271379302 not prognostic SCD 0.05986179599145075 -0.02524457160304655 0.14496816358594805 0.16802056029918802 0.418555391307354 not prognostic RPS4Y1 -0.00013041409710609828 -0.09622889984956912 0.09596807165535692 0.9978777544336549 0.9986585664480788 not prognostic AADAT -0.14470663846442133 -0.3016924253076855 0.012279148378842808 0.07081544916247241 0.2587798842251492 not prognostic S100A12 0.11767953303766292 0.040176153919041294 0.19518291215628453 0.002920644718977415 0.04728486829838119 unfavorable CHI3L1 0.10454760254565118 0.03465482175920266 0.1744403833320997 0.003370365987541977 0.0508851377512029 not prognostic BCO2 -0.1440687705304621 -0.33119611842018487 0.043058577359260664 0.13130638477477197 0.36668311381426494 not prognostic MT1M -0.19104250438038872 -0.3034999572138139 -0.07858505154696356 0.0008697612323418415 0.025364730661747582 favorable S100A14 -0.013139762715770527 -0.09979611099050956 0.0735165855589685 0.7663209138307433 0.8905595978097929 not prognostic MARCO 0.1271112345233597 -0.02201400918332208 0.2762364782300415 0.09479433801371774 0.3039733912022976 not prognostic MT1F -0.10103874434360688 -0.21293292185389256 0.010855433166678807 0.07675750825703624 0.2698115317727701 not prognostic RDH5 -0.11126866378921632 -0.3145689404574476 0.09203161287901496 0.28340051518563825 0.5556909357111299 not prognostic BDH2 -0.15456688465937538 -0.3094036805739178 0.0002699112551670657 0.05040070693859898 0.21579987050276264 not prognostic ZBTB18 0.16638776822001425 0.02139559471830413 0.31137994172172434 0.024500811114386338 0.14336977902424894 not prognostic PRG3 0.09795329260844086 -0.035526585991002876 0.2314331712078846 0.1503472174843814 0.39289510745407663 not prognostic GGH 0.024023314222541507 -0.08218433688929297 0.13023096533437598 0.6575284710848621 0.8326523906114244 not prognostic MB -0.11846055723186816 -0.31365887937037007 0.07673776490663375 0.23426307559959336 0.5000851969106246 not prognostic MT2A -0.05242637492838239 -0.1168906362375679 0.01203788638080313 0.11094376863400006 0.33231166295757864 not prognostic S100A8 0.11513912651265566 0.03484794940403323 0.1954303036212781 0.004944508809433958 0.06089159198192878 not prognostic RDH16 -0.17661720763458508 -0.31345035592070447 -0.039784059348465683 0.011412074507036348 0.09513249819506184 not prognostic MCM7 0.23681770451352704 0.08947706450982792 0.3841583445172262 0.0016315233060885128 0.03436947802214225 unfavorable FCN2 0.04479462835752887 -0.12468196538702442 0.21427122210208216 0.60442952285343 0.8034829277070169 not prognostic GCK -0.06769369550912026 -0.1677485268872022 0.03236113586896171 0.18482480451965638 0.44220643368906565 not prognostic MDK 0.05714820532195658 -0.026148365738879603 0.14044477638279276 0.17872397652972893 0.43304892066865036 not prognostic CHCHD10 0.008125689530912285 -0.08115698643097091 0.09740836549279547 0.8584261814625295 0.936455416429149 not prognostic FTH1 -0.060463726327150615 -0.18563131447642922 0.064703861822128 0.3437486276358148 0.6118452213167893 not prognostic S100P 0.07300850621450172 0.012515705146934446 0.133501307282069 0.0180070923259921 0.12058152400494186 not prognostic SAA1 -0.051917624227499085 -0.13044042387186866 0.026605175416870505 0.19501442573094896 0.4531440834594306 not prognostic GPT -0.2083572538304576 -0.38457840041786007 -0.032136107243055156 0.02048262305072617 0.13061319385552095 not prognostic COCH 0.003191234730631633 -0.08538658125067496 0.09176905071193824 0.9437061247817047 0.9777804577213982 not prognostic ACMSD -0.08936025285237317 -0.23658662238897288 0.05786611668422653 0.23419726769263782 0.5000639488796057 not prognostic BHMT2 -0.27140184135721057 -0.4114263808591982 -0.13137730185522295 0.0001453455304259481 0.012883945880232806 favorable DNAJB9 -0.07079722919616556 -0.1659514469355169 0.024356988543185756 0.1447676464438759 0.3851722848772722 not prognostic PVALB 0.025054630473705156 -0.1431086120035432 0.1932178729509535 0.7702752274249587 0.8924905022823418 not prognostic VIL1 0.10341788403365944 0.009915625289212748 0.19692014277810613 0.030172985686742263 0.15984540878899617 not prognostic FBN1 -0.0727463459839543 -0.18371376891139257 0.03822107694348398 0.1988329743945985 0.45844749414237457 not prognostic ACSL4 0.061318054461053755 -0.020537917375247787 0.1431740262973553 0.14204910644848948 0.3809963001897323 not prognostic G6PD 0.22754732342821965 0.11001340951293415 0.34508123734350515 0.00014793051621009946 0.012734826073355967 unfavorable VCAN 0.04754022620544657 -0.03605897848203829 0.13113943089293142 0.26503490844414196 0.5373318694067941 not prognostic DES 0.12955474479886125 -0.00919205148563032 0.2683015410833528 0.06723270049992834 0.25238338263138715 not prognostic COL6A6 0.14793088311053554 -0.060606683795312255 0.35646845001638333 0.16442408152938015 0.4144394149584855 not prognostic MUC13 0.034561096191320945 -0.047230509850560584 0.11635270223320247 0.4075662735694009 0.6623599287106274 not prognostic SDC2 0.015297618415643205 -0.12871862198382011 0.1593138588151065 0.8350803992158237 0.92450535602563 not prognostic GPC3 0.07500152140317258 -0.017001091718526304 0.16700413452487145 0.1100911110450499 0.33186724484388275 not prognostic FBXO2 -0.03360157927505707 -0.10688764523623559 0.039684486686121456 0.3688437555941293 0.632011128006553 not prognostic CNN1 -0.03868423768079681 -0.15092828632436028 0.07355981096276665 0.49936461459843184 0.728976258682498 not prognostic FXYD2 0.031676508025848295 -0.044186399375466444 0.10753941542716303 0.41313926963226366 0.6666971667299308 not prognostic LYVE1 0.1114782498304255 -0.06537987676001024 0.28833637642086124 0.21667573074131508 0.47981642773361216 not prognostic MME 0.05730247880112117 -0.03155217878115735 0.1461571363833997 0.2062360559633755 0.46686002757018985 not prognostic SDS -0.06145915960226032 -0.16027303682328817 0.03735471761876754 0.22283027664653768 0.4876556995395873 not prognostic GPD1 -0.17637688515256447 -0.3029336080682423 -0.04982016223688665 0.006304272879604181 0.06800259649529666 not prognostic FTCD -0.1713801239673147 -0.3126587753428699 -0.03010147259175952 0.01742747356172084 0.11856243981617529 not prognostic MCM6 0.23234239144858723 0.08989764672848116 0.3747871361686933 0.0013890930650638442 0.032471410473933676 unfavorable GPM6A 0.008029874861983591 -0.1865191038408088 0.20257885356477598 0.9355245329314223 0.9752854149202403 not prognostic FTL -0.05461217985689738 -0.17209683767719008 0.06287247796339533 0.3622532971075193 0.6264735887586672 not prognostic SEC14L2 -0.20095934030350682 -0.3342384526853102 -0.06768022792170342 0.003124159895466983 0.04839204765417976 favorable SEC14L3 -0.022397682616963305 -0.0875558765118655 0.042760511277938895 0.5004866811237445 0.7291875111636916 not prognostic RAB3B 0.11373306260066138 -0.0010957385623420607 0.22856186376366483 0.05222659243857982 0.22045482418793264 not prognostic PTGR1 -0.10620318785817717 -0.22018256346435372 0.007776187747999361 0.06781315647230282 0.2532879390473622 not prognostic FBP1 -0.20615782554322337 -0.34254139925747573 -0.06977425182897098 0.003049659782085121 0.047817169928210314 favorable PTGDS 0.09877365581664152 -0.010197907289106592 0.20774521892238962 0.07564324893003152 0.2686370518328331 not prognostic MANF 0.06469287261309369 -0.10445559219613494 0.23384133742232233 0.4534884877334814 0.6966510690936615 not prognostic SCGN 0.058411572511999584 -0.010692931067399498 0.12751607609139867 0.0975826389248249 0.3101375102214971 not prognostic ACSM1 -0.1264962402310772 -0.22342493073941144 -0.02956754972274296 0.010532456114533285 0.09146176488207226 not prognostic GBA3 -0.1998919830972156 -0.35082511432390806 -0.048958851870523123 0.00943912411114291 0.08605751340841392 not prognostic ACSM2A -0.1985370025612324 -0.31690308723214466 -0.08017091789032016 0.0010109067868928194 0.026777066458731985 favorable ACSM3 -0.25368475327243156 -0.43199373450484657 -0.07537577204001658 0.005295422751200856 0.06312905444940248 not prognostic DHRS2 -0.029746685458615786 -0.08929991661920639 0.02980654570197481 0.32758148246103846 0.5989048422449821 not prognostic MT-ATP6 -0.07091787833764786 -0.1826108125259029 0.040775055850607186 0.2133332810314083 0.47547245832068674 not prognostic GNMT -0.08478174528222884 -0.2287337824495962 0.059170291885138504 0.248362019854119 0.5171128287799831 not prognostic CKMT1A 0.07926922664187445 -0.010232895393542205 0.1687713486772911 0.08258528067739053 0.2806019043281508 not prognostic MCM4 0.24088258569019336 0.0996554169902405 0.3821097543901462 0.0008288050635790785 0.024652132007387008 unfavorable MAGEB2 -0.01388979934602612 -0.11081560836693224 0.08303600967488001 0.7788104714530341 0.8960023324234148 not prognostic ARHGAP26 -0.02188050308626184 -0.1407717107831381 0.09701070461061441 0.7183178174421294 0.8676604721477853 not prognostic GSTM3 0.07285534948039755 -0.023728145679487056 0.16943884464028217 0.1392873911352975 0.3774334179280625 not prognostic SNCG 0.12068769692207448 0.04271524632656744 0.19866014751758154 0.002415897655152579 0.04216282983738994 unfavorable CYP1A1 -0.08236923543224715 -0.25832391891237416 0.09358544804787984 0.35887380835421223 0.6237618338565836 not prognostic HK2 0.16974947617497574 0.07240339642733631 0.26709555592261514 0.000631451373185936 0.021743785169744942 unfavorable S100A9 0.10274931358116517 0.015189385802627603 0.19030924135970273 0.021450083459460718 0.13354839861790807 not prognostic DAO -0.2430542964626349 -0.38444903465799274 -0.10165955826727704 0.0007540505565877116 0.02352269907013861 favorable MUC5B 0.1560275031890223 0.06484729461289566 0.24720771176514894 0.0007968435826002974 0.02418352744074733 unfavorable CALML3 0.07882349370197747 -0.036536481099497864 0.1941834685034528 0.18050238294499754 0.4355897128050035 not prognostic PLIN1 0.01452098318623759 -0.10630901060741192 0.1353509769798871 0.8137876626045649 0.9146172411873801 not prognostic IYD -0.2808377084290193 -0.4571868436376585 -0.10448857322038008 0.0018007795228646628 0.03639363220814295 favorable SLC27A5 -0.252241389707638 -0.40326390535362455 -0.10121887406165145 0.0010619494118902556 0.027719046894033407 favorable TINAG 0.041230642429038025 -0.05612156190414701 0.13858284676222304 0.4064909033279812 0.6618136129287898 not prognostic POF1B 0.027985724778697586 -0.059768154618418085 0.11573960417581325 0.5319348745486506 0.7505772942212875 not prognostic HSD11B1 -0.10453874312456946 -0.21428238060351001 0.0052048943543711035 0.06190056943710765 0.24095469485670643 not prognostic ANXA13 0.02593963041105005 -0.07447873503560999 0.1263579958577101 0.6126535913618287 0.8059194245463492 not prognostic CYP3A7 0.01685681267019146 -0.06613644212833543 0.09985006746871834 0.6905641924345148 0.8538352734244181 not prognostic MKI67 0.2854883343557786 0.12292244982415074 0.44805421888740643 0.0005774948721311476 0.021103312613021077 unfavorable CYP2B6 -0.3268648109956102 -0.5507910684295937 -0.1029385535616267 0.004223651446931197 0.05694932440417923 not prognostic CFHR5 -0.00476314161062376 -0.13065415156047194 0.12112786833922441 0.940886178728421 0.9766671255832524 not prognostic TM4SF5 -0.00966235304407761 -0.13035749109501307 0.11103278500685786 0.8753184567802417 0.9449808445138675 not prognostic ACADL -0.23204940559507506 -0.39571921860295706 -0.06837959258719306 0.005455723192085042 0.06376643569025768 not prognostic TPSAB1;TPSB2 0.038443938549596074 -0.05840338116475671 0.13529125826394886 0.4365597592641174 0.6837857810867115 not prognostic CPA3 -0.11958183449138131 -0.2871018501618916 0.04793818117912897 0.16178508310182982 0.411377974726124 not prognostic CSTA -0.07214379088289463 -0.1726097908846817 0.028322209118892425 0.15929883079177268 0.4074864091653545 not prognostic ECHDC2 -0.44039119317936026 -0.6510782423314252 -0.22970414402729533 4.1883033763025435e-05 0.009374470032009169 favorable ALDH1B1 -0.09121825183448061 -0.21867868482926073 0.03624218116029952 0.16071629060717124 0.40959093361969945 not prognostic FN1 0.11512576624846503 -0.03400777350315605 0.2642593060000861 0.13027402137638958 0.3647102293254584 not prognostic PBLD -0.15939663893025138 -0.3452464770082169 0.026453199147714157 0.09276490686533702 0.30069667312286835 not prognostic KDELR1 0.14084327193961993 -0.030489652807787204 0.31217619668702706 0.1071410567918826 0.32727188040181676 not prognostic CAPG 0.11296862442942003 -0.01289350057736903 0.23883074943620908 0.07854653248314883 0.27256864547350057 not prognostic DUSP9 0.13215408666183137 0.03411097040230675 0.23019720292135598 0.008244949037044706 0.0793731491706035 not prognostic AASS -0.18401215432182638 -0.3208747280581858 -0.04714958058546698 0.008409325838018374 0.08009435556146649 not prognostic GOLM1 0.11722380864181138 -0.005047316246759817 0.2394949335303826 0.06023667721686663 0.23789103269634185 not prognostic CKB 0.08633474867098374 0.0034349907568105853 0.1692345065851569 0.04123333424341985 0.19157345172876902 not prognostic UBE2C 0.517184843761663 0.31619765222996027 0.7181720352933656 4.572739432808865e-07 0.0040939736141937765 unfavorable CTHRC1 0.0250264076001237 -0.10834706761469423 0.15839988281494163 0.7130442113887501 0.8647906833599944 not prognostic MYEF2 0.09662640008565915 -0.007764204500919719 0.20101700467223801 0.06964866615056443 0.2565053509033334 not prognostic FAM151A -0.07049208740014075 -0.18699979144610096 0.04601561664581946 0.23567716283531648 0.5019071453055634 not prognostic GNG4 0.03268452150609468 -0.06508964615841425 0.1304586891706036 0.5123465637992328 0.7385346620020177 not prognostic SULT1B1 -0.10976491166117586 -0.254236976021221 0.03470715269886929 0.13645753408462466 0.37326743130450496 not prognostic AGL -0.13298732715329156 -0.3360856744280577 0.07011102012147455 0.1993624002992864 0.45919515561603064 not prognostic CLC 0.15477207287995323 0.015002819235526543 0.2945413265243799 0.029980618263225713 0.1591087583347124 not prognostic ALDH1L1 -0.17324995387157877 -0.2946388995069176 -0.051861008236239986 0.005152854306230206 0.06225844076070046 not prognostic MZB1 0.014741521019371956 -0.09485018235058393 0.12433322438932784 0.7920566749120874 0.9039239528983963 not prognostic PZP 0.1245248330972239 -0.04842117475738478 0.29747084095183257 0.1581809088526732 0.40648498190527643 not prognostic FABP4 -0.05084006156302426 -0.1520822175391288 0.05040209441308027 0.32500669925650094 0.5977372593351383 not prognostic ECHDC3 -0.10609244148861734 -0.2043227043874875 -0.007862178589747151 0.03427376234199946 0.17047388569328956 not prognostic G6PC -0.07463092514659611 -0.1713952704559708 0.022133420162778583 0.13062265419231975 0.36522942629101773 not prognostic COL14A1 0.0194975438583343 -0.0723056632785843 0.1113007509952529 0.6772159275468236 0.8468036591238424 not prognostic SULT1A1 -0.18592734340662653 -0.34072497475821273 -0.031129712055040337 0.01856703672102804 0.12258899687563721 not prognostic FBLN2 -0.07072523185027228 -0.191869630645989 0.050419166945444446 0.25252192711839894 0.5215291380602135 not prognostic ETNPPL -0.2893829391212785 -0.4705336892225114 -0.10823218902004561 0.001742215268690878 0.0355308731220716 favorable RBP1 0.1153667870563988 -0.005140915898939877 0.2358744900117375 0.06060709976136837 0.23861713463655718 not prognostic FMO1 0.04665692969575089 -0.045269233921680974 0.13858309331318275 0.31984543044944713 0.5926275121717508 not prognostic PHYHD1 -0.1658428880751876 -0.33662514902175955 0.004939372871384323 0.05700430464419437 0.23020276927355535 not prognostic CDCA8 -0.0013164035062875922 -0.15427776423331732 0.15164495722074214 0.9865421758016754 0.9956613797714349 not prognostic OLFML3 0.11097598759844293 -0.02771976421963654 0.2496717394165224 0.1168239332982656 0.3436020613729868 not prognostic IFI30 0.153697321219607 0.0026056844307190685 0.3047889580084949 0.046177744422701256 0.20537970482684767 not prognostic CLEC1B 0.1121151947576168 -0.07276072814191142 0.29699111765714503 0.23460089442283802 0.5004483697325872 not prognostic CYP4A11 -0.042301194926482696 -0.2143058009472234 0.12970341109425804 0.6297952146468702 0.8171821096715114 not prognostic DMGDH -0.2784272034746053 -0.4361048581568252 -0.12074954879238539 0.000538363930306886 0.02059817208563056 favorable TTC9 -0.06700084100947006 -0.17282699680910268 0.038825314790162574 0.21464423386396303 0.4769694280923457 not prognostic AKR1C3 -0.10189473862986743 -0.2385541994863653 0.03476472222663042 0.14391396593595931 0.38369914741651096 not prognostic CHST4 0.21595118519057313 0.016686180461578604 0.41521618991956766 0.03366272700110245 0.16893631997806627 not prognostic MUSTN1 0.12302356725855178 0.017295085111631928 0.2287520494054716 0.022573592418464284 0.13757751730599777 not prognostic APOH 0.09871249256030971 -0.06633371798264244 0.2637587031032619 0.2411027549587571 0.5085024652875741 not prognostic CYP7A1 -0.12455016844660884 -0.22607706608199934 -0.023023270811218313 0.01619791492355595 0.11383040212762671 not prognostic FGG 0.12232745322301558 0.032577279362329445 0.2120776270837017 0.007553861413989441 0.07539545288678648 not prognostic CEP63 -0.16601270155298917 -0.30982203660862395 -0.022203366497354354 0.02366211102841053 0.14123125335823966 not prognostic GSTA1 -0.17747429876119766 -0.2997284704536147 -0.0552201270687806 0.004437708972429122 0.058001180190011575 not prognostic ACADS -0.24228163644825151 -0.4176418168927874 -0.06692145600371563 0.006770408202041371 0.07106150601744009 not prognostic EML5 -0.06804152532148433 -0.2232550284276936 0.08717197778472494 0.39023197024709455 0.6481905064234207 not prognostic MCM5 0.25859310892383125 0.10724766491055066 0.40993855293711184 0.0008114773492117663 0.024379720494942764 unfavorable ASS1 -0.08057853067198759 -0.2555399470914236 0.09438288574744838 0.36670532233874553 0.6303979936441606 not prognostic THEMIS -0.29588204924431666 -0.5483203075301136 -0.04344379095851969 0.021603525056513643 0.13403767140053127 not prognostic IGHG3 0.1199242744299715 -0.0205266907794871 0.2603752396394301 0.09422530954194068 0.3032347937918745 not prognostic COX17 -0.03903927241585006 -0.14957799675434302 0.0714994519226429 0.48880797299166134 0.7233550053213792 not prognostic NQO2 -0.08698578238048377 -0.23442571197617243 0.060454147215204895 0.24754679295138746 0.5160154685200866 not prognostic ASPG -0.035280084463554254 -0.2576084180185212 0.18704824909141265 0.7557883695283325 0.8852136672406019 not prognostic FBLN5 -0.09733727003429589 -0.21450877745446534 0.01983423738587356 0.1034844833958757 0.3205870518488841 not prognostic INHBE -0.06266201376320667 -0.16117820036659042 0.03585417284017707 0.21252553894789206 0.4744990399502438 not prognostic FAP 0.03643428872031472 -0.07350972568335587 0.1463783031239853 0.5160078628141498 0.7408304034276912 not prognostic KMO -0.16888448737175396 -0.31602119630123415 -0.021747778442273796 0.024470560628888152 0.1433801893392903 not prognostic CDA 0.14486588215021826 0.025481806983855132 0.2642499573165814 0.017392366632541408 0.11841358057881614 not prognostic GDAP1 0.0221661224803395 -0.11467195928916904 0.15900420424984804 0.7508713872677645 0.8833839067290795 not prognostic MPO 0.1195994411313849 0.03229200293128674 0.20690687933148305 0.0072554353362026145 0.0738997867633925 not prognostic CKM -0.0019233944087703769 -0.23934692134877578 0.23550013253123503 0.9873318119437211 0.9956726416233538 not prognostic FCGR2B 0.08928935215517605 -0.05012348641601869 0.2287021907263708 0.20937253493575633 0.470510116787105 not prognostic NRCAM 0.02361516848988883 -0.09709180328607081 0.14432214026584847 0.701387417559847 0.8596196508437113 not prognostic MCM3 0.26590642120383684 0.11197231078812173 0.4198405316195519 0.0007100990912491986 0.023202617386693703 unfavorable PRG2 0.10913809548917604 -0.04653182624627959 0.26480801722463165 0.16940924954761855 0.42096059150702997 not prognostic GPX2 -0.09439449486983592 -0.1999453719712296 0.011156382231557765 0.07963596428255597 0.2740126011613081 not prognostic CD274 0.01646868395873616 -0.10780174655059266 0.14073911446806497 0.7950641754987364 0.9057398604453731 not prognostic SLCO1B1 -0.1878360452261017 -0.3454245482041362 -0.030247542248067194 0.019482928458236983 0.12630750071440675 not prognostic FAM26F 0.05100188767221078 -0.07245572235599106 0.17445949770041264 0.4181208314438105 0.6697863309923842 not prognostic ANXA3 0.14567559650311043 0.0495961749034487 0.24175501810277217 0.0029615886940974542 0.04734839924688305 unfavorable FGB 0.11693289625515417 0.029715927631527583 0.20414986487878076 0.008595201733303144 0.0813454980108489 not prognostic SLC39A1 0.29521607254077425 0.12460605038635947 0.46582609469518904 0.0006952754975899126 0.023140526133540847 unfavorable TPPP2 -0.06777689055795087 -0.24892968818101058 0.11337590706510882 0.4633723850255733 0.7037443533730209 not prognostic GCAT -0.10050827343701803 -0.2371676527011728 0.03615110582713672 0.14944740055810868 0.3916869371184856 not prognostic SRPX 0.09212838962761359 -0.0889365626122809 0.2731933418675081 0.3186396872637465 0.5911274596088525 not prognostic CMC1 -0.02186293586330167 -0.1630922894112854 0.11936641768468205 0.7615765153889469 0.8873496280943833 not prognostic SHMT1 -0.19205530711215874 -0.33385567923933485 -0.050254934984982624 0.007940546008502214 0.07761103538659424 not prognostic TDO2 -0.09587274085056306 -0.2393889257738277 0.04764344407270159 0.19042949791082517 0.4478369568677746 not prognostic IRF5 -0.030256844497613174 -0.16853556053494842 0.10802187153972206 0.6680245042462895 0.8402393069003975 not prognostic THNSL2 -0.43125610365476824 -0.6682950699508956 -0.19421713735864088 0.00036267274873261576 0.01793927690277961 favorable MYO15B 0.02689221718800525 -0.10186850835264938 0.15565294272865987 0.682285253957154 0.8485206110124184 not prognostic CMC4 -0.015580827693533908 -0.15377665144647906 0.12261499605941124 0.8251116793303306 0.9192664092887568 not prognostic PALM3 -0.161943769449497 -0.31917256805606053 -0.004714970842933486 0.04351432244214146 0.19755767181769396 not prognostic FABP1 -0.19106518653830865 -0.3237038289140587 -0.05842654416255863 0.004752960651468738 0.059681986974193 not prognostic LUM 0.034994528166153394 -0.06935375597517707 0.13934281230748385 0.5109887283831569 0.7377652129034677 not prognostic COL3A1 0.03268187173246384 -0.08354144636021725 0.14890518982514495 0.5815378719166739 0.7877906744242672 not prognostic VNN2 0.15464635470728352 0.05907514070966166 0.2502175687049054 0.0015166927332156994 0.03394737510120039 unfavorable ATP5D -0.06724719330655622 -0.20354546981254962 0.06905108319943716 0.3335380055559848 0.6032658108571175 not prognostic C1QA 0.1795831660857411 0.013291020620222499 0.3458753115512597 0.03429249092768245 0.17047233274599718 not prognostic CALB2 0.13723066314585672 -0.011861312010940706 0.28632263830265414 0.07122580354819855 0.2594323104829217 not prognostic ASPDH -0.20200137007343066 -0.4252647539231374 0.021262013776276067 0.07617719051498963 0.26914537753776724 not prognostic FMO3 -0.19007050242704346 -0.3217085202222556 -0.058432484631831316 0.004655270272207701 0.05920260617482322 not prognostic ALDOB -0.20158457746536773 -0.33172669860743464 -0.07144245632330079 0.0023981860616753806 0.04218263224003867 favorable IGLV4-60 0.07187194971150107 -0.05730633715792008 0.20105023658092222 0.27550143598845356 0.5483691321486494 not prognostic TMC1 0.28428982864037333 0.007224238474764333 0.5613554188059824 0.04431824300205164 0.1998897882102611 not prognostic AKR1C4 -0.1710210107391891 -0.3089414602363392 -0.03310056124203897 0.015084231166175511 0.1097068412922578 not prognostic TUBB4A 0.026976695730109232 -0.07707234326489586 0.1310257347251143 0.6113425393465012 0.8050227614015627 not prognostic SAT2 -0.012442601688872615 -0.16245422133425033 0.13756901795650509 0.8708587824674898 0.9433513223752494 not prognostic IFI27 -0.13198115680731065 -0.24146363083433184 -0.022498682780289464 0.01814052846319002 0.12066281673918296 not prognostic UGT2B4 -0.20725871272872207 -0.32401733856890513 -0.09050008688853899 0.0005030256100428335 0.02028643372393463 favorable PPBP 0.17489476789183359 0.03275528193701116 0.317034253846656 0.01588151233032746 0.1129366003919156 not prognostic AOX1 -0.15161135891783126 -0.27596202788566615 -0.02726068994999635 0.016865090296331327 0.11632754501005729 not prognostic HIST1H1A 0.01942777421842594 -0.07074468484501453 0.10960023328186641 0.6728229875439203 0.8440218869946363 not prognostic HAL 0.05088234906244112 -0.04794692440665397 0.14971162253153622 0.31293176430711656 0.5852680354797607 not prognostic PYCR2 0.2619446412942526 0.1077011821452771 0.41618810044322807 0.000873094995768715 0.025297150476107786 unfavorable ADSSL1 0.053338770399483454 -0.05619406756574509 0.16287160836471198 0.3398630590459336 0.6083154673407124 not prognostic PCNA 0.2953598900000379 0.1353945510609422 0.4553252289391335 0.0002958852138034657 0.016453790802375332 unfavorable GCDH -0.25029709788252774 -0.4227458618828659 -0.07784833388218962 0.004444655427789511 0.05783866285610391 not prognostic CAP2 -0.060700728354961084 -0.23451768832329173 0.11311623161336955 0.4936829781408325 0.7256515684279878 not prognostic SLC10A1 -0.21755275886566808 -0.34595751111396467 -0.08914800661737149 0.0008978720997845878 0.025519520347210837 favorable OAS1 -0.10672963682273577 -0.24276854455228614 0.029309270906814608 0.12412339370862664 0.3536845142817741 not prognostic GGT5 -0.008003744981643229 -0.18315281475255532 0.16714532478926888 0.9286336904143199 0.9719496645171154 not prognostic PON3 -0.27356520865948764 -0.4317657625573361 -0.11536465476163912 0.0007008936757841303 0.02324111510850118 favorable PRTN3 0.06415572458344074 -0.029255553486613267 0.15756700265349474 0.17826340554152 0.4324010484457406 not prognostic CHCHD2;CHCHD2P9 0.06960763294744474 -0.07947897636863865 0.21869424226352813 0.36014160867241807 0.6241478556802476 not prognostic MFAP2 0.030974235018635984 -0.10318713264204786 0.16513560267931982 0.6509068552094057 0.8301380448276082 not prognostic CLRN3 0.019911018256124235 -0.11562155300921831 0.15544358952146678 0.7733947564966531 0.8944843372838827 not prognostic PSPH 0.15480073036129607 0.02428714648885369 0.28531431423373843 0.020088446856303586 0.12901855430737877 not prognostic F13A1 0.1209595361084785 0.007727698797989499 0.2341913734189675 0.0362844800212476 0.17607314343101885 not prognostic FEN1 0.2931682684518142 0.11602128774951556 0.4703152491541128 0.001180169730477759 0.02894810848484213 unfavorable UGT1A3 -0.09485698245487217 -0.21910399260886826 0.029390027699123925 0.1345640322231217 0.3708069499826434 not prognostic NDRG2 -0.19583603335720554 -0.3638739607323498 -0.02779810598206131 0.0223600108125328 0.13674124098675283 not prognostic NR1D2 -0.1453465901562217 -0.2585825121520757 -0.032110668160367686 0.01187769893893234 0.09676163657894564 not prognostic MSI1 0.15138779946188555 0.02474884942267938 0.27802674950109174 0.019129555285097535 0.12455775161271145 not prognostic ERICH5 -0.07648863438295578 -0.16720102146160004 0.014223752695688471 0.0984040416864137 0.31153160722010675 not prognostic TSPAN8 0.014001597953154497 -0.0800562513564935 0.10805944726280248 0.7704676136942339 0.8923669528336967 not prognostic TTC39A 0.048530868868716666 -0.1010173572675517 0.19807909500498502 0.5247499091377492 0.7465574346909691 not prognostic ACSM5 -0.21479793710951564 -0.38903949211678945 -0.0405563821022418 0.015684983051550434 0.11243206826303526 not prognostic TIMM9 -0.030771056842607378 -0.1756994407108441 0.11415732702562932 0.6773092502346876 0.8466838477172798 not prognostic SORT1 0.22161851495802826 0.04833063435844831 0.3949063955576082 0.012189676816257962 0.09787818523404264 not prognostic TXNRD1 -0.016581458300493596 -0.18018190842439546 0.14701899182340827 0.8425373435675455 0.9286269650326523 not prognostic XDH -0.16413486229806076 -0.3126045041475465 -0.015665220448575073 0.03025298547705134 0.16007977480853464 not prognostic PHGDH -0.044484587112736916 -0.18292049030482532 0.09395131607935148 0.5288195052402449 0.7487776420078938 not prognostic OIT3 0.07669886191087431 -0.14505005817683742 0.298447781998586 0.49782533752853597 0.7276784076559971 not prognostic BHMT -0.25101188695210774 -0.4202270125765483 -0.08179676132766717 0.003644592291155962 0.05305696712637289 not prognostic HIST1H1B 0.12447157213987381 -0.08853956449267969 0.3374827087724273 0.2520885146910058 0.5209945687969932 not prognostic AKR1D1 -0.24246250228568708 -0.42452725334714825 -0.06039775122422589 0.009050040467409077 0.0839637433209466 not prognostic C17orf89 -0.003942592526729127 -0.15652348448025014 0.14863829942679188 0.9596090302597153 0.985928350690295 not prognostic CPS1 -0.19400746912193562 -0.31593332775629707 -0.07208161048757417 0.0018166356931206015 0.036304328929707017 favorable COA5 -0.028061084135329713 -0.14999516445526756 0.09387299618460815 0.6519514598947799 0.8304056651640297 not prognostic PDK4 -0.22083517273733752 -0.3913995154781807 -0.05027082999649435 0.011160629772804763 0.09426520599615193 not prognostic LIPC 0.054086091183740734 -0.08428490990184719 0.19245709226932867 0.44361350568974667 0.6890478342193446 not prognostic HMGCS1 0.011654452972467288 -0.10410083298718076 0.12740973893211532 0.8435671579328176 0.9291900547456343 not prognostic C2orf42 -0.0030647914985752174 -0.13646547957381977 0.13033589657666933 0.9640843050259448 0.9883713251914902 not prognostic AKR7A3 -0.1478761095783893 -0.3195482997075396 0.023796080550761073 0.09135623656867442 0.2978559308082091 not prognostic UPB1 -0.18362409893123116 -0.32574023762139953 -0.04150796024106279 0.011328078764095605 0.09469681528940051 not prognostic NAGS -0.1912273010964355 -0.3483763346102397 -0.03407826758263127 0.017079659600138644 0.1173554815042527 not prognostic FIGN -0.04505408475255266 -0.15411232521796137 0.06400415571285606 0.41811300722708133 0.6698936567115352 not prognostic HSD17B14 0.0034913094722154206 -0.09745662795003289 0.10443924689446372 0.9459561151673291 0.9790919189703003 not prognostic CBS -0.20903636348876103 -0.35856485648288394 -0.059507870494638154 0.00614445938618221 0.06783149800800164 not prognostic LXN 0.08290937627871543 -0.036281200712275655 0.20209995326970653 0.17276980394407437 0.42494726777782904 not prognostic CPLX1 0.026762893365043634 -0.09352100976405442 0.14704679649414168 0.6627732429626274 0.8364545875732172 not prognostic THAP4 -0.11612011021677988 -0.2578193910139681 0.02557917058040833 0.10823950820996982 0.32905545568891675 not prognostic IGFBP1 0.07416604114969816 -0.050524084115553494 0.1988561664149498 0.24369849081737882 0.5112072606110573 not prognostic GCKR -0.13230414311143782 -0.2772606111706173 0.012652324947741628 0.07363233328834051 0.26507047846019804 not prognostic NCAM1 0.0778140357089658 -0.08360418721564308 0.2392322586335747 0.3447459012974692 0.6126459020079876 not prognostic KPNA2 0.2925440616111185 0.125326125220727 0.45976199800151 0.0006060028316868081 0.02136040689799997 unfavorable RRM2 0.18858851936973783 0.019631270833586373 0.3575457679058893 0.028691922287956483 0.15521376449793015 not prognostic PON1 -0.04665850393476981 -0.18436264284698636 0.09104563497744675 0.50662785020343 0.7347868366873982 not prognostic CYP4F2 -0.28431888979483855 -0.4609754040754487 -0.10766237551422841 0.0016079892484362173 0.034195552829571145 favorable COL28A1 0.05740878981275395 -0.09585852564096851 0.2106761052664764 0.46286543103707234 0.7036906442647153 not prognostic ARG1 -0.18355457002377976 -0.3003808032466805 -0.06672833680087906 0.002073843540839372 0.039337121231218 favorable SLC51A -0.09863056886276775 -0.2231502874984923 0.025889149772956796 0.12055127419291795 0.3483846216427354 not prognostic CA5A -0.21403904772142812 -0.40030224064203246 -0.027775854800823785 0.02430730917350321 0.14307911836316517 not prognostic STARD5 -0.3205054356462892 -0.5372615084527348 -0.10374936283984365 0.0037544005345915067 0.053781036777916416 not prognostic RPLP1 0.0835450656576138 -0.1365241099255473 0.3036142412407749 0.45683839307268703 0.6999955730240915 not prognostic CDK1 0.3314416635875466 0.1642506235506421 0.4986327036244511 0.00010213725219506945 0.01115164413295679 unfavorable NDRG1 0.08947995861366863 -0.04850439697371732 0.22746431420105456 0.20373024643964047 0.46376732681772215 not prognostic RAB25 0.034623295374577784 -0.07586817393156532 0.14511476468072088 0.5391037952050193 0.7560457829684427 not prognostic ADHFE1 -0.16302158026184627 -0.30209267137128626 -0.0239504891524063 0.021590019613795298 0.13404677226235043 not prognostic PSAT1 0.039253197120747575 -0.08275801807598562 0.1612644123174808 0.5283311504043231 0.7486781876495575 not prognostic KDELR3 0.18857192780235418 0.054645615851202034 0.32249823975350633 0.005785744529124529 0.06598696913280498 not prognostic SLC6A12 -0.21604926770166005 -0.37190196757215105 -0.06019656783116906 0.006588044161319945 0.06996768609287955 not prognostic SLC17A3 -0.150464321901558 -0.30227724936834616 0.0013486055652301432 0.052070194968639086 0.22031401491220498 not prognostic CFH 0.14536389608620812 -0.029935192238718433 0.32066298441113467 0.10410546396044439 0.3216205033947062 not prognostic ALOX5AP 0.11601183925135315 -0.008443714303743674 0.24046739280644996 0.06770130325481061 0.25297569617709487 not prognostic MAPKAPK5 0.21501826801052856 -0.0055605676003468996 0.435597103621404 0.05606175463123053 0.22835345278134986 not prognostic RNASE3 0.14773011642721745 0.017105453789056507 0.2783547790653784 0.026648824703931265 0.14893066640093422 not prognostic MIF 0.13172940230263194 -0.04472664160443132 0.30818544620969524 0.14342134120480715 0.38284176142118026 not prognostic TP53I3 -0.11676262588753497 -0.25285455035967297 0.019329298584603027 0.0926487671406987 0.30064676049680156 not prognostic IGF2 0.08442401510065457 -0.004288613809245501 0.17313664401055465 0.06215142720476224 0.2414063894855689 not prognostic TUBGCP5 -0.09322630054813454 -0.20890552796698764 0.02245292687071858 0.11421180419941392 0.33960089106521185 not prognostic CMBL -0.24561595463235483 -0.39923775222068864 -0.09199415704402103 0.0017264098713979637 0.03545079719868341 favorable SLC2A2 -0.30859692304059133 -0.4635644033879963 -0.15362944269318635 9.500572844198791e-05 0.011191924825541023 favorable HLA-DQA1 -0.11833342610408637 -0.24433582247333874 0.0076689702651659974 0.06566944123906085 0.24902096883240651 not prognostic RNH1 0.19464217956106367 -0.01893562247381253 0.40821998159593986 0.07406764513727908 0.2654634215028261 not prognostic FMOD 0.05767289779334228 -0.05066484507530658 0.16601064066199114 0.2967750316814972 0.5706672806366935 not prognostic ACSL5 -0.06198756631171414 -0.17002858951323563 0.04605345688980734 0.2607959988927056 0.5315061639167752 not prognostic CLIC6 0.222016663218364 0.0842317923918042 0.35980153404492377 0.0015877631253241513 0.03425359821934247 unfavorable PLIN4 0.052800392365852634 -0.05619476588661545 0.1617955506183207 0.3423851934573842 0.610632397813538 not prognostic GNPNAT1 -0.0704419957747947 -0.2289468619489154 0.08806287039932599 0.3837333598181435 0.6426421194260828 not prognostic BICC1 0.12917606844870114 -0.0040788280466214355 0.26243096494402374 0.05743692262278273 0.2308046536094137 not prognostic UGP2 -0.26355323538133674 -0.46193261412521813 -0.06517385663745531 0.009217671441574465 0.0849905380189662 not prognostic HERC6 -0.01408074868728289 -0.14369183914085304 0.11553034176628725 0.8313835433531249 0.923152283720765 not prognostic SNCA 0.07331376939814487 -0.05479091908071977 0.20141845787700952 0.261998919571311 0.5328660442803151 not prognostic PM20D2 0.0740060015251418 -0.055860471021751595 0.2038724740720352 0.26403301994571543 0.5360289404929683 not prognostic ACSM2B -0.27029480579612275 -0.3992018623008674 -0.1413877492913781 3.961900409120284e-05 0.009853026211903862 favorable HBZ 0.06135198215253773 -0.0780581906860574 0.20076215499113287 0.38838717678728485 0.6468062488423663 not prognostic PYGL -0.20459392221502953 -0.40007589575407454 -0.009111948675984555 0.0402354768973836 0.188010555669246 not prognostic DHRS1 -0.18998271988386176 -0.34038185093465523 -0.03958358883306831 0.01329352513610321 0.10286683711627663 not prognostic NPY 0.11443577924128505 -0.11858563510776228 0.3474571935903324 0.33578364804415595 0.6052488425486869 not prognostic EMILIN3 0.012181287899027202 -0.10049864805876008 0.12486122385681447 0.8321988487579673 0.9235993917106833 not prognostic LAMB1 0.12361731220111478 -0.05441195193799993 0.3016465763402295 0.17353561066239181 0.42601160467792537 not prognostic NMES1 0.135678825639979 -0.002903055344122052 0.27426070662408003 0.05499622312267967 0.2265905133996093 not prognostic CDHR2 -0.02337357969918477 -0.17133920103371914 0.12459204163534959 0.756858895569596 0.885425021826028 not prognostic TMEM82 -0.13040469048506512 -0.29058994139095445 0.02978056042082422 0.11058243657274014 0.33200689290266344 not prognostic PRR36 -0.08970196339052526 -0.18857118021587252 0.009167253434821998 0.07536540661633266 0.26828886100836036 not prognostic AMACR -0.05247547286554144 -0.1476831008210991 0.0427321550900162 0.28002153166266347 0.5526968194391151 not prognostic FST 0.07809457126430004 -0.06291988663505006 0.21910902916365016 0.27772740862050727 0.5507183808149283 not prognostic EFEMP1 -0.04288251052156478 -0.1567991120791913 0.07103409103606176 0.4606332853902483 0.7026835583743215 not prognostic MSRA -0.13685342196984357 -0.33357883584004666 0.05987199190035955 0.17273670936383348 0.42498262130651304 not prognostic S100A10 0.02075674035999482 -0.12163768054812145 0.16315116126811108 0.7751058740885788 0.8950758275138715 not prognostic FUOM -0.14455036303958 -0.30672770254378734 0.01762697646462738 0.08064836249207222 0.27590553664177403 not prognostic CYP2A13 -0.10560350729133325 -0.2569790416826552 0.04577202709998868 0.1715244558072575 0.4233963200557972 not prognostic AMDHD1 -0.16474884642458426 -0.3132877018438317 -0.01620999100533685 0.029716091243004786 0.15864529809100886 not prognostic SULT2B1 -0.17564777807249612 -0.3769172493851384 0.0256216932401461 0.08718090001671419 0.28994450143003053 not prognostic REEP6 -0.2048796061837946 -0.35365092011615257 -0.05610829225143665 0.00695160528625086 0.07178514662953166 not prognostic EPM2A -0.06783454890560088 -0.309374215979036 0.17370511816783424 0.5820171129844041 0.7880821555579809 not prognostic STEAP3 -0.1809688931691512 -0.3712229051920216 0.009285118853719215 0.06227814216996453 0.24158414508132256 not prognostic MYH11 -0.07340425719541917 -0.19582073587971782 0.0490122214888795 0.23989558138921271 0.5075106663935779 not prognostic MAPK13 0.1549066431447712 0.04511753385148903 0.2646957524380534 0.005685201954710343 0.06533968305586868 not prognostic CRYM -0.14926054894502952 -0.2723827756666597 -0.026138322223399332 0.017498808890038943 0.11868699696402928 not prognostic RGN -0.1369903148637601 -0.2946728306250088 0.020692200897488605 0.08861227555711197 0.2922083620857545 not prognostic FGGY -0.33074870490244346 -0.5594291446590783 -0.10206826514580855 0.004585925360894155 0.05865398536583624 not prognostic ABAT -0.3130112600339779 -0.4703675955976524 -0.15565492447030335 9.669616398297277e-05 0.01109898405307122 favorable PEG3 0.058593238191566296 -0.03919143870488205 0.15637791508801463 0.2402253792666662 0.5076086430433001 not prognostic MMP8 0.11595164954529953 0.013787848561593749 0.21811545052900533 0.026116347541112018 0.14687164543691952 not prognostic PCSK9 0.1397530969873142 0.016613076987246123 0.26289311698738227 0.0261224302212147 0.1468136332520623 not prognostic S100B 0.17162948484597984 0.026937919205712563 0.31632105048624715 0.02007945643591343 0.12905339086197626 not prognostic CERK -0.14279976818825785 -0.268427634407321 -0.01717190196919474 0.025889265764596693 0.147072713445707 not prognostic CYP2D6 -0.18800453775558004 -0.33927425107377973 -0.03673482443738035 0.014853642735574333 0.10873643778544317 not prognostic ITGA9 0.08653089801189684 -0.14077886489263622 0.3138406609164299 0.45560267911148233 0.6987000318748032 not prognostic SRD5A1 -0.16371969296143574 -0.3101139748099532 -0.017325411112918326 0.028385210907831488 0.15383340996235792 not prognostic GZMK -0.052271385724045875 -0.20347183310343392 0.09892906165534215 0.49803956450473363 0.7278727099266863 not prognostic PHYHIPL 0.08308034941563337 -0.03934851728314724 0.20550921611441397 0.18350723774969901 0.4403485123487149 not prognostic CDH19 0.10057457419892596 -0.014520364003731898 0.21566951240158383 0.08676863668437186 0.2887879569647514 not prognostic PYROXD2 -0.06525988474812919 -0.21379202857823734 0.08327225908197897 0.38916074298295344 0.6472517428806209 not prognostic GANC -0.1531173540594937 -0.31761063514218957 0.01137592702320217 0.06808890601937044 0.25378849941358184 not prognostic MMP9 0.11956814980600436 0.019674524895886086 0.21946177471612263 0.018976707213261466 0.1240134742192189 not prognostic EHD3 -0.1439791229525542 -0.42866815898432453 0.14070991307921618 0.32157057143128526 0.5943479203188061 not prognostic LGALS3 0.0557164259826819 -0.05332935599946973 0.16476220796483354 0.3166168798928459 0.5884722702264168 not prognostic COL2A1 0.019228471711177343 -0.07927386187954377 0.11773080530189844 0.7020154728653552 0.8598008931003454 not prognostic CYP4V2 -0.2522143147499659 -0.4381466600455029 -0.06628196945442894 0.007845198436256477 0.07718468307670795 not prognostic GDA -0.06177006832276756 -0.1809929340780596 0.057452797432524474 0.30988237651790596 0.5830972923423313 not prognostic PRKAR2B 0.23095080237654023 0.08789559799928232 0.37400600675379814 0.001555099767160553 0.03412452993967753 unfavorable DCXR -0.310234833180685 -0.483333348598892 -0.137136317762478 0.0004435206909933035 0.01975542659931864 favorable CYP4F12 -0.04013445961766103 -0.20465445358213552 0.12438553434681347 0.6325570290465236 0.8187484575760482 not prognostic FKBP10 0.17022777472102069 0.04908366559064076 0.2913718838514006 0.005885776597874337 0.06661865724496706 not prognostic COLEC10 -0.10413157752278916 -0.32427245362916157 0.11600929858358326 0.3538709953365198 0.6202441310195501 not prognostic KIF4A 0.40358355133969315 0.20752907457540298 0.5996380281039833 5.468608692967698e-05 0.00979209072562796 unfavorable HAAO -0.1700987487986357 -0.34607607218468184 0.005878574587410396 0.05815989339532509 0.2325616460778676 not prognostic GRHPR -0.3171962658786858 -0.5108780752397469 -0.12351445651762472 0.0013279542682461945 0.03128730148317942 favorable SGCD 0.0006098052407149791 -0.16941614579028308 0.170635756271713 0.9943913218956875 0.997734562919656 not prognostic EIF5A2 0.02970855285053456 -0.09835830729546705 0.15777541299653616 0.6493492831024956 0.8294512957078961 not prognostic MLF2 0.15540230575544137 -0.019873044427571235 0.330677655938454 0.08225670214875525 0.27980404800068603 not prognostic NSD1 -0.06585314460439035 -0.26142783743329057 0.1297215482245099 0.509285019916752 0.7366120813109338 not prognostic AHSP 0.07136889429640728 -0.08194875726387665 0.2246865458566912 0.3615807152845927 0.6255521051097505 not prognostic SPON2 0.18672959032989783 0.05292766235023183 0.32053151830956383 0.00623307234943731 0.06772414653460222 not prognostic ADAMTSL1 0.00498280590054428 -0.12000728362687879 0.12997289542796736 0.9377205424560162 0.9762106996056643 not prognostic BCAS1 -0.04558201611119255 -0.17483136388475196 0.08366733166236684 0.48943033185081 0.7234389567542185 not prognostic BASP1 0.04871060026668114 -0.06720731659723966 0.16462851713060195 0.4101618458240991 0.6646477838304361 not prognostic DPYS -0.30638237728852186 -0.4649185158953917 -0.14784623868165206 0.00015200548027490237 0.012718738924310288 favorable GPT2 -0.14730547931998067 -0.3029902777297575 0.008379319089796167 0.06367135507452068 0.24423720736168966 not prognostic PINX1 0.08303126979216606 -0.0439937771525933 0.21005631673692543 0.2001405435062239 0.46004063825705327 not prognostic FGL1 -0.0036409696404674455 -0.11468466508622518 0.10740272580529028 0.948759607003085 0.9806331980487901 not prognostic AZU1 0.1050035015115225 0.0041418213156613065 0.20586518170738372 0.04130565856413909 0.1915119425814279 not prognostic ACAA2 -0.3644739908053739 -0.5517837875583724 -0.1771641940523754 0.0001368645887138107 0.01237725921974492 favorable EPHX2 -0.18420834652690693 -0.33749751173084475 -0.030919181322969114 0.01850783690636021 0.12246907895243381 not prognostic FAHD2A -0.17068891541098 -0.3548175645750302 0.013439733753070227 0.0692317745329536 0.25560085665712723 not prognostic CA1 0.06391021213340285 -0.05177950545997351 0.1795999297267792 0.278924499564167 0.5516260314994449 not prognostic CCT6B -0.009352852304794579 -0.1526132145989655 0.13390750998937637 0.898182518947993 0.955152404340347 not prognostic SNED1 -0.16867751662205577 -0.3144809805763138 -0.02287405266779774 0.023362836567071655 0.14028670408114857 not prognostic KIF23 0.386748405391427 0.18190136352990827 0.5915954472529458 0.00021527251693548083 0.014491239429498946 unfavorable TRIAP1 -0.03944860313996387 -0.20698518078081793 0.12808797450089018 0.6444411595096997 0.8270759319223541 not prognostic OGDHL -0.18569749491417503 -0.3285731404994534 -0.04282184932889663 0.010853116842917484 0.09325139644399254 not prognostic SLC22A7 -0.21700513540514207 -0.3746756724964294 -0.059334598313854764 0.006985433216713311 0.07196845062052276 not prognostic COL15A1 -0.1561753538568119 -0.29879148414478934 -0.013559223568834433 0.03184845431276699 0.16425069784689106 not prognostic PSMB2 0.007326541103399855 -0.1509065936690058 0.16555967587580553 0.927690739518087 0.9718716581916023 not prognostic CBR4 -0.34404050261996283 -0.5256740550054108 -0.16240695023451493 0.00020525586286678155 0.014469730238159804 favorable S100A13 0.04886050556993798 -0.07832743475972473 0.1760484458996007 0.4514862374155195 0.69572397307765 not prognostic SLC46A3 -0.1788640595231519 -0.31415169683990773 -0.04357642220639604 0.00956217812813559 0.0867377718147902 not prognostic SOAT2 0.042325317867073935 -0.06796412205620445 0.1526147577903523 0.4519505189599341 0.6958405840495769 not prognostic AOC3 -0.07583163071587774 -0.3442308774377519 0.19256761600599642 0.5797469364324812 0.7863163644720503 not prognostic SLC19A3 -0.06640012328164384 -0.24927837217783344 0.11647812561454578 0.4766932408099597 0.7144015040126496 not prognostic SLC38A4 -0.18877656027963577 -0.3484474782153615 -0.029105642343910054 0.020490858984122538 0.13057271208886057 not prognostic CEP152 0.024926812352598016 -0.11522082237866675 0.1650744470838628 0.7273886151938758 0.8720286919966216 not prognostic SULT1A4;SULT1A3 -0.14589940725737505 -0.26446483245326174 -0.027333982061488335 0.015873439005389445 0.11305879030648504 not prognostic P4HA2 0.3217197051490753 0.13737399784634566 0.5060654124518049 0.0006250047224004292 0.021773024434439854 unfavorable SULT2A1 -0.18252102262499312 -0.3194680071421193 -0.04557403810786692 0.008995830788543413 0.08363413608497318 not prognostic ACOT12 -0.2965904600759735 -0.4566682741321372 -0.1365126460198098 0.00028188756996442676 0.016074773336888615 favorable MPC1 -0.1870396662564958 -0.32549111234836153 -0.04858822016463005 0.008101870250341954 0.07841734524466111 not prognostic LZTS1 0.014353305128934393 -0.10573902621294176 0.13444563647081054 0.8147887509569762 0.9151679447143154 not prognostic GLOD5 -0.08461635141157804 -0.22268771340267424 0.05345501057951814 0.2296913779339413 0.49457116561870523 not prognostic PRDM2 -0.05917212068643345 -0.21781593278949168 0.09947169141662476 0.4647537467549554 0.7050051329544419 not prognostic LRRC1 0.084241965199095 -0.06812362530841977 0.2366075557066098 0.2785192975995813 0.5514337176932885 not prognostic DDX39A 0.3563538489860074 0.11544985809938435 0.5972578398726305 0.003740574318246863 0.05366884915266693 not prognostic BBS7 0.1946775219680786 0.016493654286683396 0.3728613896494738 0.032242700514757985 0.16533155653415135 not prognostic APOE -0.05142957120952885 -0.19898951686367047 0.09613037444461278 0.4945354835846477 0.7260702172078306 not prognostic NAALADL1 0.038851856094066384 -0.06214657415479423 0.139850286342927 0.4508764381910768 0.6952629609239943 not prognostic ASL -0.23878882825629086 -0.39910015043984093 -0.07847750607274082 0.0035067340437093565 0.051808234147409024 not prognostic TIMP1 0.1435517375645617 0.03320434950207428 0.2538991256270491 0.010780584250733024 0.0928956408054021 not prognostic PRODH2 -0.21623268242179872 -0.3896104185786825 -0.04285494626491493 0.014508464135692886 0.10735064413789952 not prognostic ZC3HAV1L 0.1924819548795963 0.05177313165510983 0.33319077810408276 0.00733754827023678 0.07406208530262672 not prognostic PFKFB1 -0.15898153051031724 -0.32463043923928825 0.006667378218653763 0.0599616736969074 0.23732841052538106 not prognostic UGT1A9 -0.14106076003371773 -0.2800221543232666 -0.0020993657441688296 0.046637857060733735 0.2066050144803311 not prognostic PLAC9 -0.02476986114160116 -0.15265584943265512 0.10311612714945281 0.7042277628738498 0.860861709586234 not prognostic PCK2 -0.4340524519651628 -0.6274144378763387 -0.2406904660539869 1.0842015315790344e-05 0.009706856312227095 favorable SLC6A11 -0.0435336786206264 -0.163333372413584 0.07626601517233123 0.47632491412035494 0.7140885726924879 not prognostic RAB19 -0.08509267231952831 -0.23170815882696189 0.06152281418790527 0.2553194729247201 0.5251264050298688 not prognostic DPP4 -0.11414923596926438 -0.25852347532634945 0.030225003387820665 0.12122745575100433 0.3486506300477808 not prognostic COMT -0.06263897359971442 -0.2136471652486504 0.08836921804922158 0.4162162643052838 0.668170022292488 not prognostic IFI44 -0.03016071782068222 -0.15324364372411436 0.09292220808274992 0.6310303124552112 0.8177181049951522 not prognostic SLC13A5 -0.00971479247859092 -0.13459480504192392 0.11516522008474209 0.8788150638983336 0.9461317059982901 not prognostic KHK -0.14586800109965914 -0.2890835057256781 -0.0026524964736402146 0.045905139301715275 0.20447199610361036 not prognostic S100A16 -0.0021741968746140025 -0.1357593872858017 0.13141099353657368 0.9745519180645134 0.9899209578433842 not prognostic GAP43 0.058793305341831116 -0.1268208180528733 0.2444074287365355 0.5347187682980882 0.752016514698835 not prognostic ME1 -0.03728641629474356 -0.14470922081630733 0.0701363882268202 0.49631276170399086 0.7274866004479094 not prognostic AEBP1 0.03818593176606737 -0.06894807230323954 0.14531993583537428 0.48480650317243956 0.7210087413459886 not prognostic BCAT2 -0.0048206168789001035 -0.11673567514448292 0.10709444138668271 0.9327199045194985 0.9740629074026677 not prognostic TSPAN31 0.11055300998509092 -0.057739677952268906 0.27884569792245073 0.197913690202539 0.45715203002665933 not prognostic DPT 0.022228372921866413 -0.10154857646249671 0.14600532230622953 0.7248544751124819 0.8706227684038168 not prognostic PBK 0.26762719023469383 0.08877053372748592 0.4464838467419018 0.0033598764969433675 0.0508984336330524 not prognostic LDHD -0.23679087428711723 -0.4111475388994633 -0.062434209674771174 0.007772534861763626 0.07689227029543617 not prognostic ALDH2 -0.3136226713825146 -0.48782964879150525 -0.13941569397352396 0.00041792357089888687 0.0194878631784257 favorable KCNH8 0.025410446514259083 -0.14618522840449938 0.19700612143301754 0.7716342806223465 0.8933714877035909 not prognostic HAO1 -0.25268547865548874 -0.4100218661117848 -0.09534909119919263 0.0016453655127184796 0.034498729356835005 favorable GNAO1 -0.044324132707163975 -0.18859887886743368 0.09995061345310571 0.5470804518160788 0.7629301067148526 not prognostic GSTM2 0.19591086874764063 0.05578126390294941 0.33604047359233186 0.006140833641579839 0.06795906500996823 not prognostic TNXB -0.10463388043862279 -0.27556619743259436 0.06629843655534878 0.23023056184007135 0.4954938029216728 not prognostic HLA-C -0.037343609845656815 -0.15514084274620746 0.08045362305489381 0.5343759536254021 0.752006902359042 not prognostic ANXA8L2 0.09855158334089999 -0.019195432892982922 0.2162985995747829 0.10091258724129276 0.31545753965478146 not prognostic HS3ST3B1;HS3ST3A1 -0.04477129993257133 -0.2015811757694237 0.11203857590428101 0.5757552247305773 0.7839903463137426 not prognostic ASPA 0.027098131565038316 -0.16487362270820866 0.2190698858382853 0.7820393631395959 0.8982166027182555 not prognostic EMILIN1 0.02217867839867521 -0.10865438507139913 0.15301174186874955 0.739699766975711 0.8772727531770488 not prognostic S100A6 0.11995700451936185 0.0143578260587343 0.22555618297998942 0.0259839799877835 0.146865260625395 not prognostic MFAP5 -0.10634308134432581 -0.22024919692643818 0.0075630342377865645 0.06727564964322658 0.2524387641474466 not prognostic PPP1R1A -0.11123782309655755 -0.23907802214979518 0.01660237595668007 0.08811481653634438 0.2914266540265576 not prognostic ATAD2 0.3096506499522163 0.12360376742027146 0.49569753248416115 0.0011058889476566144 0.02861567557332274 unfavorable ETFDH -0.3954174149766924 -0.6122334449164899 -0.17860138503689493 0.00035092878173828004 0.0177506518808069 favorable ABCA8 -0.07269141128426707 -0.22225296166839148 0.07687013909985735 0.3407920479007154 0.6092474450589267 not prognostic CNTRL 0.15996542956307502 0.0006233378415220203 0.319307521284628 0.04911048024797205 0.21302622561051054 not prognostic ZNF48 -0.04251264671518045 -0.26919162710314726 0.18416633367278634 0.7131844664420415 0.8647265070497829 not prognostic BAAT -0.18568525775521244 -0.3305084527207463 -0.04086206278967858 0.011971934310828667 0.09708761583772559 not prognostic PEX11G -0.2660817050693762 -0.4686385932819901 -0.06352481685676226 0.010034519495637778 0.08965973357729044 not prognostic ANO1 -0.09970946050445974 -0.23866665108686003 0.039247730077940565 0.15961059441867353 0.4079342426007377 not prognostic CNTFR -0.004210189693332449 -0.16046701386975318 0.15204663448308828 0.9578838175432995 0.9850601675241397 not prognostic THBS4 0.06107360576430046 -0.05316717939361644 0.17531439092221734 0.2947284510805972 0.5686861686475402 not prognostic APCS 0.10507414179152946 -0.08049518490748728 0.29064346849054623 0.26709289609467834 0.5402807724210699 not prognostic SLC25A14 0.19681549465658887 0.03731922152156675 0.356311767791611 0.015582082327689928 0.11205331974281761 not prognostic CES1 -0.21106680794951627 -0.3572474871173369 -0.06488612878169567 0.0046555947109228 0.05912275098849905 not prognostic TRIM71 0.023581840231867154 -0.1132930603489373 0.1604567408126716 0.7356063241471942 0.8753167756631883 not prognostic PFN2 0.05369921414027371 -0.05234056012246748 0.1597389884030149 0.32093505902286057 0.5937862334018745 not prognostic ACOX2 -0.3451185322428037 -0.5125902919907541 -0.17764677249485325 5.3677575847844595e-05 0.01001198617845318 favorable SCARF2 -0.008630011337935147 -0.12385251828607526 0.10659249561020497 0.8832909301513017 0.9478729111404296 not prognostic PTTG1IP -0.013463157470325398 -0.15316495692288742 0.12623864198223664 0.8501844685509402 0.932235339490088 not prognostic APOL3 -0.31726169169660695 -0.4837607168187822 -0.15076266657443171 0.00018794993876865352 0.014022631681631292 favorable CA2 0.05164726585220346 -0.13108797277628131 0.2343825044806882 0.5796108345257546 0.7862508790165273 not prognostic ZHX1-C8orf76;C8orf76 0.05087430384831616 -0.08434296324157751 0.18609157093820983 0.4608674883786482 0.7028013325590253 not prognostic SLC4A1 0.10139605263393114 -0.011700582386062877 0.21449268765392515 0.07888492410495522 0.2727913192397312 not prognostic NDUFA4L2 0.29805439463870087 0.16687301048578823 0.4292357787916135 8.46030715015562e-06 0.012624188319223878 unfavorable LRIG1 -0.12012116819808112 -0.2525219108814822 0.012279574485319952 0.0753732911464212 0.26821028443319117 not prognostic IL4I1 0.1468383889385085 0.018859165839361064 0.274817612037656 0.024526080356799644 0.14323678893309016 not prognostic IGHV6-1 0.02930930824526723 -0.11054582362057219 0.16916444011110665 0.6812574686222381 0.8478312644669026 not prognostic CYP2C18 -0.06084124254836272 -0.2057567697005489 0.08407428460382348 0.41058190737631484 0.6647269108029199 not prognostic ZWILCH 0.3609869467365969 0.14765000894930475 0.5743238845238892 0.0009116870490143414 0.02566771745228113 unfavorable BCKDHB -0.17300406724098502 -0.32333665871851164 -0.022671475763458404 0.024099217791326552 0.14222827744610853 not prognostic RAB3D 0.13815371579095392 0.033893490812881885 0.24241394076902595 0.009400909653085735 0.08579647719069988 not prognostic CMA1 0.051928119625163124 -0.0820820361111914 0.18593827536151764 0.44756899351412405 0.6932673354553551 not prognostic LAMA1 -0.015863346920861283 -0.15341725327147976 0.1216905594297572 0.8211765088374599 0.9175082096121027 not prognostic MMAB -0.19101439485595306 -0.331914777201429 -0.050114012510477146 0.00788244756888926 0.0773810889081859 not prognostic MAP2 -0.08429051124568808 -0.20756702120900225 0.03898599871762609 0.18020356687268602 0.4349858544651275 not prognostic SPINT1 0.06187033802985217 -0.04864938743021832 0.17239006348992267 0.2725484706688565 0.5457674922608527 not prognostic CCL21 -0.02135598077924315 -0.16322905344246993 0.12051709188398364 0.7679702056734947 0.8915504734692425 not prognostic PLVAP -0.3726404450988194 -0.5466187091281615 -0.1986621810694773 2.6927512099877614e-05 0.009272385224238627 favorable ACADSB -0.07613590420745951 -0.20730541043062628 0.05503360201570727 0.25527098609267984 0.5251473204245778 not prognostic HP -0.07219251498678611 -0.19797872935780148 0.053593699384229254 0.2606387677935297 0.531427667514341 not prognostic SEC14L4 -0.0124783528873532 -0.15749753435393016 0.13254082857922378 0.8660739169224169 0.9405579546587092 not prognostic FCN3 -0.017758989971103648 -0.2540071954802214 0.2184892155380141 0.8828697748368249 0.9476481350094825 not prognostic CDNF -0.13681783607271214 -0.3640310762462362 0.0903954041008119 0.23791899010214695 0.5044017803420605 not prognostic IDNK -0.1835416080252951 -0.38366316097272724 0.016579944922137047 0.07224324120303993 0.26175383993962625 not prognostic NAP1L1 0.226164537574167 0.025720670552072056 0.4266084045962619 0.027003738637433498 0.14997796031075813 not prognostic ACAA1 -0.196745527708616 -0.35825689780607517 -0.035234157611156836 0.01696175918649445 0.11690425711831011 not prognostic PTS -0.12611708648271552 -0.2817320218808017 0.02949784891537066 0.11218693749855749 0.33480321714152844 not prognostic ALPL 0.08341964554589494 -0.04519283247132837 0.21203212356311824 0.20363726786159111 0.4636735654030583 not prognostic BCHE 0.05856636023198402 -0.10425435267366359 0.22138707313763165 0.4808127046290417 0.7175722861383248 not prognostic COL1A1 0.021156235590294156 -0.09512422352576189 0.1374366947063502 0.7213922556658305 0.8691461263593299 not prognostic LHPP -0.11443826145811581 -0.2803196810674201 0.05144315815118852 0.1763305946789029 0.43004298941983593 not prognostic RANBP17 -0.15696913137522883 -0.3390244923021659 0.025086229551708222 0.09104867495096781 0.2977205211234532 not prognostic QDPR -0.20892649667958374 -0.4083286158433972 -0.009524377515770288 0.04001625990660266 0.18747544476390038 not prognostic RTN3 0.04630051034709225 -0.09828784228754874 0.19088886298173324 0.5302493196711843 0.7493799777452428 not prognostic SDCBP2 0.026752305417184524 -0.07970486124447713 0.13320947207884618 0.6223433463347178 0.8121031890008349 not prognostic ESRP1 -0.03777868007128453 -0.1841634938042771 0.10860613366170806 0.6129806868748537 0.805876077766603 not prognostic COL8A1 -0.14612734435435018 -0.2755473390930787 -0.01670734961562162 0.026898773019027968 0.1499531225649797 not prognostic SSX2IP -0.027171921438272895 -0.16813911924462002 0.11379527636807422 0.7055866570182819 0.8614642493228799 not prognostic KIF14 -0.11225401678774403 -0.30595711783097546 0.08144908425548737 0.25602763949803603 0.5257374900059442 not prognostic DNASE1L3 -0.30171704605845046 -0.5928398181309618 -0.010594273985939151 0.04222566594875691 0.19426844154122333 not prognostic CTSG 0.1138460918277479 0.006024246716884105 0.2216679369386117 0.0385018593831274 0.18277155199212067 not prognostic NAAA -0.09085383722664737 -0.3148580534041468 0.13315037895085208 0.4266475291417877 0.6754686699215606 not prognostic THY1 0.040187721579119345 -0.1296131644267193 0.209988607584958 0.6427368793025967 0.8261914257568052 not prognostic TAGLN -0.026771312754692165 -0.15068546191643398 0.09714283640704964 0.6719707250519444 0.8433072471811128 not prognostic PLCXD3 -0.06980849955378333 -0.2850099372246217 0.145392938117055 0.524915660169369 0.7464374055743902 not prognostic ACSL1 -0.414809808704088 -0.6380040219238969 -0.19161559548427912 0.0002698743694409681 0.01589595545792755 favorable ACACB -0.07454786945584158 -0.23160484245539584 0.08250910354371269 0.3522123592643489 0.6197636109460919 not prognostic SARDH -0.31262021661813033 -0.4870748548433198 -0.13816557839294089 0.0004443675589488147 0.01969516215479573 favorable OTC -0.23855924992649025 -0.3668764601418383 -0.11024203971114219 0.0002685991705565727 0.01592561837081454 favorable IGHD 0.030813270564830356 -0.12094265202664703 0.18256919315630774 0.6906591193193481 0.8538347273220276 not prognostic TNKS2 -0.18580695176273768 -0.434315762538141 0.06270185901266567 0.1428007113958034 0.3818682106112986 not prognostic MYO3A 0.03913479872087643 -0.10467767562200853 0.1829472730637614 0.5937893353054411 0.795956867643302 not prognostic CTGF -0.02751618998394944 -0.181909513217181 0.1268771332492821 0.7268584898433816 0.8717433435455855 not prognostic RMDN2 -0.12927413376916463 -0.34108170423796225 0.08253343669963295 0.231602992423804 0.4974907848297306 not prognostic SPTBN2 -0.1421348870629043 -0.31290355738084175 0.02863378325503313 0.10282168872382955 0.31930717278683524 not prognostic MAPT -0.033693179753604696 -0.18517912916413923 0.11779276965692984 0.6628868048828069 0.8364799949423214 not prognostic STK39 0.10090214735482805 -0.0512599600198092 0.2530642547294653 0.19370497349445143 0.4522139837538002 not prognostic EPDR1 0.03426116203969744 -0.07474551872810872 0.1432678428075036 0.5378792118487954 0.7548013454047438 not prognostic MT-CO1 -0.015677679410928652 -0.2073161198972804 0.1759607610754231 0.8726116913265485 0.9442219570276273 not prognostic IGLC7 0.015028112133349515 -0.12709542002134241 0.15715164428804143 0.8358176069304886 0.9245212546143642 not prognostic ITPA 0.1948448414934162 -0.0016581519988597138 0.3913478349856921 0.051964803419830355 0.220284509951582 not prognostic FGA 0.11837300432104152 0.013527934314073925 0.2232180743280091 0.026907717770703717 0.14990964356011846 not prognostic MYH4 -0.2076204951767698 -0.39524556756167273 -0.01999542279186689 0.03009486118162473 0.15952592786209957 not prognostic DMBT1 0.19030101257396018 -0.004666471358152041 0.3852684965060724 0.05574126724039024 0.22798152837058647 not prognostic P4HA1 0.1327234964485018 0.0072274654216240575 0.2582195274753795 0.03818711311727331 0.18175928960071663 not prognostic SLC34A3 0.0318650297690079 -0.12619347199442643 0.18992353153244224 0.6927438919570551 0.8553490642244538 not prognostic LMOD1 -0.14508420458024998 -0.29463359844680276 0.004465189286302795 0.05724386516136132 0.2306500111564662 not prognostic ACY3 -0.1575579612610138 -0.32478033295616987 0.00966441043414229 0.06479204024408994 0.2470541466377075 not prognostic SLC35D1 -0.19118530680304213 -0.3962279694063162 0.013857355800231924 0.06762400362987167 0.2527923609595996 not prognostic ATP5J2 -0.1496787542803024 -0.30628989334225976 0.006932384781655004 0.06103990684922578 0.23937375647004747 not prognostic SLCO2B1 -0.2651839678694901 -0.4499778113785237 -0.0803901243604565 0.004914285451644903 0.06068634158424388 not prognostic COA7 -0.014157019664331758 -0.215686781414463 0.18737274208579952 0.8904908516026118 0.951834359407615 not prognostic PADI4 0.17165690001377407 0.06614321253009668 0.27717058749745144 0.0014296168755409 0.03290323878333593 unfavorable EXOC3L4 -0.10662332018337259 -0.2983139050105883 0.0850672646438431 0.2756324239931401 0.5485079110937059 not prognostic TMEM45B -0.04208714330477642 -0.1607173136071348 0.07654302699758195 0.4868370633813518 0.7219897678405239 not prognostic CD8A -0.09458380901675127 -0.25126279980115557 0.06209518176765304 0.23673424956163547 0.503200792100029 not prognostic PTGES 0.07486321497419714 -0.04046979763786558 0.19019622758625987 0.20329422489781648 0.4633638481441321 not prognostic ARHGAP23 -0.2382686629698108 -0.42157657758242184 -0.0549607483571998 0.01084620889274382 0.093281564089083 not prognostic SERINC2 0.12207604627265024 -0.036704143620563415 0.2808562361658639 0.13183825169185137 0.3670235906085651 not prognostic MTHFD1 -0.2758048310830738 -0.4670663699461297 -0.08454329222001788 0.004708525912213637 0.05945759166720549 not prognostic HSD17B2 0.015075456164924155 -0.12610431926431356 0.15625523159416185 0.8342227649078964 0.9245848494949735 not prognostic IL33 -0.1278391803267413 -0.33462390179081225 0.07894554113732963 0.2256288275371622 0.48971027707641535 not prognostic ROBO1 0.02659288694253806 -0.12534995466869017 0.1785357285537663 0.7315751599148885 0.8742381749490119 not prognostic PTGIS 0.04376570782994708 -0.08225433017873116 0.1697857458386253 0.49607453835487614 0.7272564830344206 not prognostic COL10A1 -0.06893685642654662 -0.23780816663855564 0.0999344537854624 0.42365347696439204 0.6737068524444407 not prognostic UHRF1 0.3123373833730831 0.15469676274619887 0.4699780039999673 0.0001030370003309963 0.010982026951945355 unfavorable PIPOX -0.3164358670553115 -0.4580193307425827 -0.17485240336804034 1.1842057307456413e-05 0.008835161589471438 favorable IGLL5;IGLC1 0.1097784008820459 -0.03678963830541798 0.2563464400695098 0.14210453707303428 0.3810308237241318 not prognostic TPX2 0.4443448021002157 0.2205081802229242 0.6681814239775072 9.992110584885416e-05 0.011323970388161915 unfavorable FAM3B 0.025002434180004543 -0.0964043246922465 0.14640919305225558 0.6864820322955145 0.8514926066973874 not prognostic STMN1 0.32051878129019495 0.12761816184964359 0.5134194007307463 0.0011274468302910929 0.028676225771579987 unfavorable HSD17B8 -0.42311441181280585 -0.6340445131063596 -0.21218431051925216 8.438867042329412e-05 0.011276593526861972 favorable COL1A2 0.03882459374870529 -0.0758702562072939 0.1535194437047045 0.5070395604834366 0.7350267462772356 not prognostic RTP3 -0.3288830657827359 -0.49399963413447506 -0.16376649743099675 9.46539727046317e-05 0.011299160234994235 favorable ASPM -0.13401734958530176 -0.3134939704357841 0.04545927126518057 0.1433227771548579 0.3826927598769588 not prognostic VAT1L 0.0018780646368159067 -0.10732402761225243 0.11108015688588424 0.9731103286876547 0.9902542365015427 not prognostic SPON1 -0.16040610154976506 -0.35755814016927356 0.03674593706974347 0.11078861425532234 0.3320691206655175 not prognostic GCHFR -0.09781544322876218 -0.25136110314415655 0.055730216686632195 0.21181704905915272 0.4736258841724761 not prognostic MNDA 0.16229493009201168 0.04944991586841632 0.27513994431560707 0.004819729955508269 0.06035110810023151 not prognostic COA6 0.0029207481499967302 -0.14375433723043682 0.1495958335304303 0.9688673802225206 0.9895356667958278 not prognostic PHYKPL -0.3507471269153782 -0.6092769429063913 -0.09221731092436497 0.007835410944987062 0.07734336735443127 not prognostic MSMO1 -0.044349809788060565 -0.2031002621100944 0.11440064253397329 0.5839999788195209 0.7888581488188249 not prognostic GCH1 -0.10816932602994112 -0.33609696374906584 0.11975831168918363 0.35229094771650793 0.6196583211995865 not prognostic BCAT1 0.15304915111278952 0.0400313843973677 0.26606691782821135 0.007949863692033082 0.07753282095291088 not prognostic AFMID -0.20450439690108116 -0.3987703114464005 -0.010238482355761774 0.03908785320009106 0.1849648782771751 not prognostic C4BPA 0.03013210007067998 -0.10361560743981876 0.16387980758117873 0.6588065891905117 0.8336813276357105 not prognostic ITGA2 0.12825892843945513 0.0036096545564239385 0.25290820232248634 0.043724576711400905 0.19801018477348117 not prognostic ACAD11 -0.2650238346631022 -0.4276224522805517 -0.10242521704565272 0.0014002587770313953 0.03247802287762198 favorable IGHG4 0.09441272431734785 -0.05868007433627878 0.24750552297097447 0.226772414068281 0.49112080869698105 not prognostic ZNF277 -0.051427089642225005 -0.16428624607592407 0.061432066791474074 0.37180015508430975 0.6340431978037762 not prognostic TRIM55 -0.03507181454937735 -0.16827322772607242 0.09812959862731771 0.6058147475903524 0.803772886066453 not prognostic CYP4F22 0.016643734188487552 -0.08601939695061182 0.11930686532758693 0.7506752482172935 0.8835014456802194 not prognostic HGD -0.33154595319342145 -0.49921890805249824 -0.16387299833434466 0.00010640183338925336 0.011076925748069597 favorable GSTM5 -0.04892364924932387 -0.31597827263828154 0.21813097413963384 0.7195503235512796 0.8687975787936084 not prognostic TMCO3 0.17340258567608638 0.04917921347153478 0.29762595788063795 0.006220977746802005 0.06783972444228788 not prognostic ACSL6 -0.05456453177271945 -0.16528199765458626 0.056152934109147366 0.3340828466169071 0.6040072144105754 not prognostic CTNNA2 -0.07733832446462735 -0.20904186655657847 0.05436521762732377 0.24976486809469184 0.5188271146291824 not prognostic PLEKHD1 -0.08293458171862479 -0.2321105477845523 0.06624138434730271 0.2758697068680825 0.5487361665385343 not prognostic HBE1 0.21213289311139769 0.06583349388861792 0.35843229233417745 0.004484116412308869 0.0579311605186166 not prognostic BLVRB -0.21793949450671224 -0.4145840308055637 -0.021294958207860787 0.029839699524233536 0.1588316467541396 not prognostic MIEN1 0.038925904645891 -0.16048151717690542 0.2383333264686874 0.7020160296749303 0.8596839712323417 not prognostic NPM3 0.25441749286273685 0.07229949663875904 0.4365354890867147 0.0061803704976449905 0.06764407954207285 not prognostic SCAMP5 0.014899549618115732 -0.1286457714408903 0.15844487067712176 0.8387926596101916 0.9262100001837746 not prognostic BRWD1 -0.11170892205383837 -0.31643736285622104 0.09301951874854433 0.2848699548660359 0.5575952570869304 not prognostic PTBP2 0.025985912611808187 -0.1170733634875433 0.16904518871115967 0.7218282605445849 0.8693204757406066 not prognostic F10 0.22524140675415563 0.07259848402035449 0.3778843294879568 0.0038262467120551875 0.05360936903447589 not prognostic DBH 0.1377264126518055 -0.15567386686426662 0.4311266921678776 0.3575539666023799 0.6227977943562466 not prognostic LBP 0.032179317531698594 -0.0945105845993768 0.15886921966277398 0.618602369894758 0.8098182508652974 not prognostic VSIG1 0.08210867447092274 -0.06515859490815268 0.22937594384999815 0.2744924382435655 0.5474561816873785 not prognostic HBA1 0.06544247481510897 -0.057625854680439834 0.18851080431065775 0.2973073599149839 0.5708326813894169 not prognostic BMPER -0.03771207951478185 -0.2722408035840537 0.19681664455449005 0.7526393814838304 0.8841858525685256 not prognostic SQLE -0.055018745232157 -0.19319715916046665 0.08315966869615266 0.43515408430915525 0.6831377374749897 not prognostic HMGB3 0.15389992051207493 0.011429973929655446 0.2963698670944944 0.0342423233299392 0.1704121849766235 not prognostic CCDC80 0.02319024590993432 -0.10164045386790038 0.14802094568776902 0.7157762245580486 0.8664608624213371 not prognostic GSDMB 0.007554222229480623 -0.11504371217993256 0.13015215663889382 0.9038741755823965 0.9577921048632022 not prognostic GBP5 -0.0028753972279912613 -0.14141987526233613 0.1356690808063536 0.9675528149912791 0.9893216483116631 not prognostic PPP1R3B -0.16611830622096743 -0.3704817830231126 0.03824517058117771 0.1111219089202864 0.33262268490916885 not prognostic CACNA2D1 -0.01786039091399816 -0.19855365904373232 0.162832877215736 0.8463872304357325 0.930122115391078 not prognostic UNC93A -0.0024931632077707924 -0.12233560067130068 0.1173492742557591 0.9674757042326285 0.9894688119710673 not prognostic SDPR -0.22161984399715837 -0.460939924263187 0.01770023626887024 0.06952328866156841 0.2563599684460552 not prognostic GBP2 0.021058192376179386 -0.14607355096864505 0.18818993572100384 0.8049463892104658 0.9113157590542869 not prognostic LTBP4 -0.10806943772662252 -0.24438586642712962 0.028246990973884598 0.12022558624324974 0.34789259005682444 not prognostic PGM5 -0.3069340804987901 -0.5425035779784613 -0.07136458301911897 0.010657735754479567 0.09210300020256329 not prognostic NAT8 -0.021082901003701585 -0.1597830707292922 0.11761726872188905 0.7657632759013433 0.8904894933296177 not prognostic COL5A1 0.05638843103752101 -0.05661074626018126 0.1693876083352233 0.32804763189087 0.5992675879042969 not prognostic HBB 0.1112549736708836 -0.008402389048371664 0.23091233639013886 0.06840424488691632 0.2543285732859476 not prognostic IGHM 0.09780544239874583 -0.03666988085446807 0.23228076565195974 0.15401149294335106 0.3996709844411078 not prognostic PGM1 -0.385369446435927 -0.6313527847754598 -0.13938610809639426 0.002136471761702718 0.039684298096523726 favorable GGT1;GGT3P 0.05953693232377408 -0.04379363253812295 0.16286749718567112 0.2587752342951889 0.5288323836212796 not prognostic LPA -0.13235490914296272 -0.3043899614503283 0.03968014316440288 0.13158131342044388 0.3668786979300013 not prognostic ACADM -0.3236385215447556 -0.49141102833635225 -0.15586601475315892 0.00015630443914735746 0.012721760397148103 favorable COL11A1 0.024411626486729034 -0.10422569970650533 0.1530489526799634 0.7099343875969879 0.8635927407820425 not prognostic FHL2 -0.06373793610789813 -0.2072986585827244 0.07982278636692813 0.38420056054607254 0.6430636789248434 not prognostic DCLK2 -0.1760630352670638 -0.40912137675006166 0.05699530621593407 0.138700579393753 0.3764129394702245 not prognostic TMEM56 -0.24531680265880343 -0.4295281732415132 -0.061105432076093646 0.009051288640370763 0.08388839254372613 not prognostic CROT -0.07708000621116408 -0.2129133623266019 0.05875334990427376 0.26605160641904946 0.5387830880501583 not prognostic ABHD14B -0.5488776062361811 -0.8211332996172346 -0.2766219128551276 7.770822684751585e-05 0.011221318628480796 favorable SMC4 0.4043830196143952 0.1955117932069032 0.6132542460218873 0.00014790050881260516 0.012855856848536447 unfavorable BDH1 -0.37714114803751797 -0.5464952828233358 -0.20778701325170013 1.2728676375677544e-05 0.008139988542245789 favorable HTRA1 0.0917205951553653 -0.03584515867415873 0.21928634898488936 0.1587681524397155 0.40705935532439086 not prognostic FAAH -0.2417488350839672 -0.3962947080681795 -0.08720296209975487 0.0021703082652368383 0.04006344309003178 favorable VSIG4 0.12722850405996458 -0.0682326867909269 0.3226896949108561 0.20203726540263428 0.4620280043805325 not prognostic TNC 0.042069832677727466 -0.07902916939026311 0.16316883474571806 0.4959397512334224 0.7271779549284032 not prognostic TIMM8A -0.16159284946868632 -0.32311963129568033 -6.606764169228563e-05 0.04990636697765856 0.2146069661628132 not prognostic GBA 0.10728969166601865 -0.14185612089990443 0.3564355042319417 0.3986584923853862 0.6550173393882112 not prognostic GCSH -0.17619218815027524 -0.34341745721126593 -0.008966919089284542 0.03891725056147546 0.18435245728935967 not prognostic LOXL2 0.22454517190518478 0.02084722130767175 0.4282431225026978 0.030729797440101545 0.1610795529749585 not prognostic CD9 0.03548294383231269 -0.109214696303925 0.18018058396855036 0.6307830996368331 0.8176344420223782 not prognostic NPC1 0.32578112599800174 0.17658488131328637 0.4749773706827171 1.8712226455827993e-05 0.009307253525501557 unfavorable DPYSL3 0.05193563521986991 -0.07465081810316826 0.17852208854290808 0.4213218555050723 0.6717888819834216 not prognostic KBTBD11 0.0743600654407332 -0.18674323527866388 0.3354633661601303 0.5767204050049547 0.7843502637109767 not prognostic ITGA2B 0.185225178397716 0.05263056631946414 0.31781979047596787 0.00618273584970074 0.06758734317749783 not prognostic ADRA1A -0.17416906559162615 -0.3565032120972489 0.008165080913996592 0.06117961665559847 0.23939733737656166 not prognostic SORD -0.2594944426467234 -0.42349272453294273 -0.09549616076050402 0.0019270516094295252 0.03742493071414868 favorable APOA4 0.05103101887527034 -0.084462937445734 0.18652497519627467 0.46040493832627694 0.7025746399923568 not prognostic ANGPTL2 0.111855561251205 -0.0564153207767448 0.2801264432791548 0.19262363731808013 0.45062958581363244 not prognostic CIDEB -0.2309911478151607 -0.46232239145406007 0.0003400958237386731 0.050337768627175906 0.2158400586777327 not prognostic RETN 0.1326093742075512 0.004794245877385195 0.2604245025377172 0.042003980855670225 0.19394617875235456 not prognostic SFRP4 -0.0034216792960713753 -0.13903890031355015 0.1321955417214074 0.9605601149504818 0.9864527080926432 not prognostic LOXL1 0.05263428179408613 -0.08853943834282299 0.19380800193099526 0.46493792449965854 0.7049262045800919 not prognostic CES3 -0.19954149162627757 -0.3464460566837858 -0.052636926568769365 0.007762419441582913 0.07687714741204847 not prognostic CRIP1 -0.031469718815714504 -0.16768450974806304 0.10474507211663403 0.6506850546774648 0.8302099607421038 not prognostic GPX7 0.05001218645784554 -0.08296891351507797 0.18299328643076906 0.4610536949836358 0.7027262055138732 not prognostic CD74 -0.023337366390422297 -0.156213764309501 0.1095390315286564 0.7306713126560596 0.8738579030469812 not prognostic NME1 -0.005170095168448211 -0.16646055062539333 0.1561203602884969 0.9499052287680513 0.9813641256820174 not prognostic MSTO1 0.07167483800008606 -0.17711746006926427 0.3204671360694364 0.572313134542824 0.7812043746854554 not prognostic RHCE 0.13279448029287796 0.011033055867688768 0.25455590471806716 0.03255243888674021 0.16615848651823553 not prognostic SOD3 -0.15268765865518005 -0.3252922009310376 0.019916883620677478 0.08295300345958218 0.28142411518516075 not prognostic DHRS4 -0.2700242619572805 -0.44016962756687084 -0.0998788963476902 0.0018676841043502434 0.0370762212555382 favorable LTBP1 0.011939876705320623 -0.1152063435055099 0.13908609691615115 0.8539713522909688 0.9345563521648996 not prognostic PDE2A -0.2980132143558903 -0.6103774500925918 0.01435102138081118 0.06149535692907878 0.24000345709940815 not prognostic ECHS1 -0.2923198309489802 -0.4902688152454522 -0.09437084665250814 0.0037992790003853302 0.05356684234716514 not prognostic UNC13C -0.042846463150811046 -0.23959265703277183 0.1538997307311497 0.6695018702691268 0.8417427671000551 not prognostic SLC22A9 -0.13954220160207137 -0.28665109235801794 0.007566689153875206 0.06300569168768483 0.2425150290970947 not prognostic DMTN 0.10852934145736441 -0.08893455161715307 0.3059932345318819 0.2813784962706162 0.5536663026617201 not prognostic RLIM -0.06341854687061922 -0.3050118472902352 0.17817475354899676 0.6069073361009332 0.8035553652930575 not prognostic PPP1R9A 0.14469626313345413 0.011811131262302293 0.277581395004606 0.032828865911417066 0.16690337109876036 not prognostic CYP2J2 -0.32978888633745784 -0.5049560764440677 -0.154621696230848 0.00022421677253161364 0.014236969960819412 favorable ALDH6A1 -0.24455856150619415 -0.41194897651770734 -0.07716814649468093 0.004189610090938154 0.056832695672983775 not prognostic SERPINE2 0.10364030501587981 -0.0049738470975380505 0.2122544571292977 0.061454672132348634 0.2399492715224236 not prognostic MT-ND1 -0.1019364678366803 -0.27036124975841536 0.06648831408505478 0.23552848938213353 0.501709865676479 not prognostic PACSIN3 0.0424931742635042 -0.12433739182465582 0.20932374035166423 0.6176246768859085 0.8094852484496471 not prognostic MAT1A -0.30243743531721956 -0.49306540814079247 -0.11180946249364662 0.0018737500420697788 0.037114345412944096 favorable RACGAP1 0.24514700952953877 0.035772302727244826 0.4545217163318327 0.02174288203312981 0.13452938689883287 not prognostic DYNLT3 0.08682987427798455 -0.12727215284575943 0.30093190140172854 0.4266887244722617 0.6754144537128994 not prognostic CLYBL -0.2022388921523891 -0.35400475787470265 -0.05047302643007556 0.009006891136662538 0.08365009994454327 not prognostic ARSF 0.06135615130627865 -0.06608605693384746 0.18879835954640478 0.3453685603424851 0.6131439065528989 not prognostic HMMR 0.014937717483587064 -0.21807250826246466 0.2479479432296388 0.9000101597518718 0.9559604888193746 not prognostic RBP5 -0.2291843445384964 -0.41095762867337826 -0.047411060403614536 0.013467100566366475 0.10340561867125134 not prognostic NEXN -0.024245182020839296 -0.1776577912569437 0.12916742721526508 0.7567504431153372 0.8855295670123663 not prognostic FDFT1 -0.058286683256128 -0.18992357868369725 0.07335021217144126 0.38548177667867867 0.644244604555574 not prognostic AGPAT2 0.002839028930961024 -0.1898538002203161 0.19553185808223814 0.9769626742942885 0.9915822268401275 not prognostic UGT2A3 -0.06087647198446038 -0.20281016303503463 0.08105721906611385 0.400547453419242 0.656434440868108 not prognostic UBE2T 0.4300051156394569 0.20286230995708074 0.6571479213218331 0.00020691808608751965 0.014472950193293465 unfavorable C14orf1 -0.030334673247559188 -0.1892075410170268 0.1285381945219084 0.7082337973300028 0.8626962159857844 not prognostic GPR37 -0.11130573139281079 -0.2774687564026369 0.054857293617015315 0.18921707430270837 0.44627514916547634 not prognostic EHHADH -0.29414844886522207 -0.43101435077187866 -0.1572825469585655 2.5278246415545853e-05 0.009429839173265918 favorable VWA3B -0.006281087404457265 -0.17008084092940773 0.1575186661204932 0.9400897624724428 0.9769731449118724 not prognostic WDR87 -0.07609564781025499 -0.2470664201955577 0.09487512457504771 0.38302264947457476 0.642654006886407 not prognostic DDX51 0.09412140638743738 -0.10424298049391506 0.2924857932687898 0.3523823424643092 0.6193323737893524 not prognostic HK3 0.16006538867993506 0.002005901450318398 0.31812487590955174 0.047162554184219684 0.20779839941501912 not prognostic PKLR -0.15436113331873794 -0.29018068720977774 -0.0185415794276981 0.025911808707097913 0.14701420998393386 not prognostic TMED3 0.08454199601577955 -0.04624411470427628 0.21532810673583538 0.20517370356059197 0.46563248871431684 not prognostic ACOT13 -0.3117944942597447 -0.5021742723562785 -0.12141471616321081 0.0013276677094733915 0.031363084440409694 favorable OXCT1 0.06599819484576476 -0.05911788766273367 0.19111427735426317 0.30119574298162144 0.5747241020704299 not prognostic ACBD4 -0.22333181701388885 -0.36924498854585786 -0.07741864548191987 0.0027008408819774094 0.04545230905327772 favorable RHOB 0.04556744837092086 -0.12878503381483788 0.2199199305566796 0.6084820794442716 0.8046883393300684 not prognostic NCAPG 0.4740802732736096 0.2743815611624178 0.6737789853848013 3.2728211150285804e-06 0.00732539186071272 unfavorable HAGH -0.24698932529937115 -0.42237238491746276 -0.07160626568127951 0.005776814217820045 0.06605340701423099 not prognostic IL18 0.0562788111248572 -0.08509633825520665 0.19765396050492104 0.4352583788783658 0.6831816735795949 not prognostic CEP135 0.025684848149433306 -0.10472801098318202 0.15609770728204864 0.699485233224866 0.858698929529991 not prognostic ELOVL1 0.1816005301991184 -0.059492178600327156 0.4226932389985639 0.1398574389310768 0.37829113315707874 not prognostic GLS 0.09591171621233657 -0.0409057562377419 0.23272918866241504 0.16945007292858416 0.4207117312616789 not prognostic APOC4 -0.1619466157362949 -0.2839861886689705 -0.03990704280361927 0.009298663963324603 0.08538557791143093 not prognostic FAH -0.2389525585755345 -0.44665348844447345 -0.031251628706595536 0.02414154637003008 0.14219688463873636 not prognostic CSNK2B 0.43032338707758 0.09546743808546304 0.765179336069697 0.011777232484284575 0.09673537837779798 not prognostic TXN2 -0.018451898309431 -0.17746917310489227 0.14056537648603026 0.8200905813383599 0.9167525252493864 not prognostic FSIP2 -0.05698153607072068 -0.2150976353193722 0.10113456317793085 0.4799844586233316 0.7170533719430482 not prognostic EDARADD 0.1156758722128066 -0.055637962249035125 0.28698970667464835 0.1856949903942284 0.4429862107645955 not prognostic GLYCTK -0.30172254604850407 -0.47239096178096746 -0.13105413031604068 0.0005302399926935475 0.020640168063414486 favorable OAS2 -0.07547000522499415 -0.23226533211810646 0.08132532166811816 0.3454835800657141 0.613226505219734 not prognostic PDGFRA 0.07914965612345688 -0.12467443093077273 0.2829737431776865 0.44659744967905435 0.6922415109031463 not prognostic PPIF -0.17463556321713924 -0.35148460742878507 0.002213480994506578 0.05293722593079433 0.2223015871287062 not prognostic TTPA -0.2535969917799217 -0.42160756719314385 -0.08558641636669953 0.0030924961108358896 0.04798460603173955 favorable PDLIM3 0.02528842646847632 -0.10024851483025504 0.15082536776720767 0.692976263184058 0.8555179928691218 not prognostic HMGCL -0.2997136742373297 -0.4889489915393255 -0.11047835693533395 0.0019078158056049371 0.03721279936292157 favorable GPRIN1 0.05553196356511495 -0.09344620689017513 0.20451013402040502 0.46503500673969567 0.704954015465712 not prognostic PXMP2 -0.21810918421936729 -0.37864069928437794 -0.057577669154356664 0.007746071844947144 0.07688534504191992 not prognostic STS -0.14889982542840735 -0.3422171161873581 0.044417465330543415 0.13113691964778776 0.36632413154653476 not prognostic SLC7A9 0.04153292158876857 -0.11622895367257927 0.1992947968501164 0.6058636935762478 0.8037187210828488 not prognostic CLEC11A 0.015229075932006472 -0.12720602218226656 0.15766417404627953 0.8340125200767073 0.9246952436218899 not prognostic SRR -0.1673951865988806 -0.3975953116014026 0.06280493840364135 0.1540902089194598 0.39975938581742204 not prognostic LAMA2 -0.03145870230202012 -0.15243528278058022 0.08951787817653996 0.6102838917233533 0.8049310080434859 not prognostic GATM -0.16921223425522222 -0.30050863737019173 -0.03791583114025271 0.01153815608683345 0.09573782339705271 not prognostic SUSD2 0.05920608097592784 -0.0822491207623885 0.20066128271424416 0.4120205924005639 0.6654916766664709 not prognostic IGLV9-49 0.0898441652883436 -0.06591916786723892 0.24560749844392613 0.25826321907477184 0.5281476930964898 not prognostic KYNU -0.002526012287486895 -0.17705827074908834 0.17200624617411456 0.9773697338190552 0.9917705119440102 not prognostic BAZ2B 0.0030084021104292247 -0.21093811914722202 0.21695492336808045 0.9780131085421674 0.9917489365475166 not prognostic CPT1A -0.0831284362288544 -0.2349034780800786 0.06864660562236984 0.28305205749090945 0.5552508919185172 not prognostic IGSF1 0.035202318926220486 -0.07785686033114264 0.1482614981835836 0.5416908635529869 0.7584858150437741 not prognostic MOCOS -0.17993295976967702 -0.373429370289876 0.013563450750521927 0.06836747127596339 0.25440314643960943 not prognostic SPARC 0.2103397777582366 0.01572177055609117 0.40495778496038204 0.03415007558297153 0.17023698590999112 not prognostic CCDC58 -0.037789209999702186 -0.22811529419133403 0.15253687419192963 0.6971648191217995 0.8571431784671066 not prognostic SMN1 0.16959879074616033 -0.06145469794981287 0.40065227944213355 0.15024674315832076 0.39274717999896225 not prognostic PRKAA2 -0.11387078797709346 -0.23074289228672712 0.0030013163325402076 0.056180685767259764 0.22873382431754283 not prognostic TIMP3 0.1158297934441187 -0.06380895178313864 0.295468538671376 0.2063122592726671 0.46691447352583126 not prognostic SELENBP1 -0.2400519746037958 -0.4143435676174748 -0.0657603815901168 0.006945205518038764 0.07188488439653301 not prognostic LEPREL4 0.23207718073408162 0.06488274135640792 0.3992716201117553 0.006517095795394299 0.06954417003118613 not prognostic HLA-G -0.03327169691794545 -0.18659000412283386 0.12004661028694294 0.6705939778680624 0.8425242609953358 not prognostic TTPAL -0.09273175436316876 -0.31584793721486887 0.13038442848853138 0.4153001396352698 0.667776966622588 not prognostic PLK1 -0.038086966032834305 -0.1899124669218043 0.11373853485613568 0.6229478170043437 0.8124183256576677 not prognostic DNAJC12 0.019212330535327695 -0.13204788818743426 0.17047254925808966 0.8034033219331613 0.9111819028714966 not prognostic CLDN15 -0.040256774178302375 -0.17946612997619837 0.09895258161959364 0.5708600051802547 0.7804106926826723 not prognostic CYB5A -0.4002560383287409 -0.5770659301412391 -0.22344614651624273 9.126459730261491e-06 0.011672741995004447 favorable SLC7A2 -0.11894947615422218 -0.27563179130597915 0.03773283899753481 0.13676199558969995 0.3735296359104892 not prognostic SEZ6L2 -0.21505402203336388 -0.39233852940808384 -0.03776951465864392 0.017429317566107674 0.11848495077400305 not prognostic IGFBP7 -0.03769303200967541 -0.19536911166428175 0.11998304764493092 0.6394010356569884 0.8232035479201922 not prognostic ABCB11 -0.29835833632029896 -0.4790730177953391 -0.1176436548452588 0.0012126701274129648 0.0291855797062588 favorable SLC25A15 -0.3762942649662235 -0.5641134531345106 -0.18847507679793643 8.609337295547808e-05 0.011170927073483989 favorable LAMC3 -0.03472708410801947 -0.16312433486824487 0.09367016665220593 0.5960401610847541 0.7974219309910048 not prognostic COL4A1 -0.11460791459023296 -0.32735198899170403 0.09813615981123809 0.2910334128869826 0.5655789332704917 not prognostic FAM193A -0.11379846641719417 -0.25689329944822886 0.029296366613840538 0.1190690906480493 0.3461121975883069 not prognostic SLC27A2 -0.21651940114890014 -0.3739075234151178 -0.05913127888268249 0.007010829020404639 0.07206423905818914 not prognostic SPTA1 0.11546466259678166 -0.011199828280491833 0.24212915347405517 0.07399220128540943 0.26551189503337497 not prognostic SOD2 -0.1920560177237449 -0.32789705128433927 -0.056214984163150516 0.005587511117039734 0.06463176618973739 not prognostic EPB42 0.10212692962506932 -0.030017115988395224 0.23427097523853385 0.1298358979424067 0.3638249747350132 not prognostic ELN -0.12488714398191231 -0.2771658027882681 0.02739151482444349 0.10796436373765128 0.32866540242883097 not prognostic GOT2 -0.27560966032989254 -0.4470025027797685 -0.10421681788001655 0.0016230289132127772 0.03435219352244443 favorable NPC2 0.11013398322491773 -0.05913876091496244 0.2794067273647979 0.2022342025183339 0.46236026944500597 not prognostic SUOX -0.46769322605318603 -0.7239510894993568 -0.21143536260701523 0.00034741756382770825 0.017672894596303817 favorable COLEC11 0.0706297310247096 -0.08226859538932918 0.22352805743874837 0.3652618828571007 0.6286408376046948 not prognostic ANLN 0.44760843281427015 0.2123409098045604 0.6828759558239799 0.00019229363768494116 0.014111515886830149 unfavorable C1orf53 -0.21042999447098337 -0.346444086918532 -0.07441590202343473 0.0024269977103852356 0.042274144943733494 favorable SDSL -0.2817475674716886 -0.45667574437963976 -0.10681939056373749 0.00159505032098622 0.034328090201417374 favorable LEPR -0.09197814097207661 -0.22064011066359723 0.03668382871944399 0.16117125607818839 0.41028326860051767 not prognostic ACY1 -0.4225365433172837 -0.6117354015484326 -0.23333768508613473 1.2022774779194804e-05 0.008279992507548545 favorable CYP51A1 -0.09067507369107311 -0.2307114517655756 0.049361304383429366 0.20440613546281272 0.46436136280095464 not prognostic UGT1A6 -0.14924097390189073 -0.2780997401388319 -0.020382207664949553 0.02320874396084803 0.139736304426007 not prognostic NUSAP1 0.17520653718921092 -0.018478565218305903 0.36889163959672777 0.07623314189079893 0.2688126503931953 not prognostic APOD -0.169075494291176 -0.35761665173434887 0.019465663151996854 0.07881384033090612 0.27296723887141294 not prognostic MRGPRF -0.07289515202364766 -0.23644159318506605 0.09065128913777074 0.38234378222784116 0.6428401656874857 not prognostic PDE7A 0.282778217021178 0.08314114483720283 0.4824152892051532 0.005499609305258769 0.06402861132637419 not prognostic H2AFY2 0.11832280766535286 -0.002015660072033798 0.23866127540273951 0.05396284047434424 0.2237745765478481 not prognostic SRXN1 -0.05590835678722739 -0.20864216637215804 0.09682545279770327 0.473098520795342 0.7111569940699625 not prognostic SRI 0.1691476434401552 -0.011401563449905061 0.34969685033021547 0.06632903622654737 0.2504613502050943 not prognostic FDPS 0.0031528871097357435 -0.13412422675050342 0.1404300009699749 0.9640952604708779 0.9882693916871731 not prognostic NCALD 0.06976771809307127 -0.07085362704465482 0.21038906323079737 0.3308444529237101 0.600943474746597 not prognostic NMRK1 -0.16748862405142648 -0.35164746301308514 0.016670214910232184 0.07466017560620367 0.2665201563805189 not prognostic ABI3BP 0.03781105978764109 -0.08701927768986698 0.16264139726514915 0.5527313035375412 0.7673442953282068 not prognostic SPINT2 -0.013601730676364969 -0.1445433440072602 0.11733988265453027 0.8386709289033976 0.9261898145395483 not prognostic JMJD6 0.1728047869226471 -0.04951327355218041 0.3951228473974746 0.12764536301075335 0.3597132310466713 not prognostic SREBF1 -0.043624520717506075 -0.1810710953575786 0.09382205392256643 0.533890584171559 0.7517965398062232 not prognostic BANF1 0.31497418650770553 0.04390852189847533 0.5860398511169358 0.022759463206270238 0.13823980602831576 not prognostic NPR3 -0.24800629616158776 -0.4173588679861471 -0.07865372433702844 0.004101535926530024 0.05640714462399893 not prognostic WDR73 -0.30166219042404513 -0.48551042607889905 -0.11781395476919121 0.001300127543948234 0.030957558247256753 favorable C4BPB 0.04734658342187717 -0.12124311673802546 0.2159362835817798 0.582021346301198 0.7879687151723311 not prognostic DNAH11 -0.23135488429632814 -0.4189959988177681 -0.04371376977488817 0.015667661846400734 0.11239789784521295 not prognostic ARMCX3 0.05040769493689349 -0.0648973187166032 0.16571270859039017 0.39153658180208417 0.649153151272974 not prognostic GGACT 0.09429340021793982 -0.124154973098713 0.31274177353459265 0.39754164946487514 0.6541426920895106 not prognostic ZCCHC3 0.2519065507490761 0.10761659724316222 0.39619650425499 0.0006221375661466921 0.021757803241059897 unfavorable MGST1 -0.28728790053820097 -0.4990696673939037 -0.07550613368249826 0.007843205455807228 0.07724996528695502 not prognostic METTL7B -0.025554030219796322 -0.18863959562409424 0.1375315351845016 0.7587607156108258 0.8862602331198596 not prognostic HIST1H1D 0.002666093753329154 -0.13399765709290998 0.1393298445995683 0.9694996781170397 0.9897298310355596 not prognostic D2HGDH -0.3017416795929437 -0.4748979538098401 -0.1285854053760472 0.0006368181220589845 0.021761193308374383 favorable FCGBP 0.13593413385245678 0.011344905731342739 0.26052336197357084 0.032481427950057006 0.16589060150419874 not prognostic CDHR5 -0.10614784798702125 -0.24119814893839847 0.028902452964355993 0.12343677252955583 0.35240096443147745 not prognostic SPTB 0.11687556812710821 -0.011160835679987921 0.24491197193420433 0.07359622951068985 0.26504708077602823 not prognostic ABCG5 -0.21590503243574527 -0.387831327580877 -0.04397873729061355 0.01384258090638657 0.10467282673553965 not prognostic CAPS 0.16711059941438527 0.04338708960234351 0.29083410922642705 0.008114216973400316 0.07845203516506807 not prognostic MGLL -0.019611052215340423 -0.18983574923120838 0.15061364480052752 0.8213559743299812 0.917365274223593 not prognostic TMEM119 0.057190515947104476 -0.06332250852595553 0.17770354042016448 0.3523099137776352 0.619569958367937 not prognostic SLC2A1 0.19353268158629292 0.0719726147535911 0.3150927484189947 0.0018060029542543439 0.03641699200324131 unfavorable GCA 0.18913907440606892 0.02842246666033124 0.3498556821518066 0.021078224450901174 0.13261654498167127 not prognostic DPM3 0.07368952539321984 -0.13467777827054017 0.2820568290569798 0.48821837583095273 0.7228409324978534 not prognostic GRN -0.008654349333799381 -0.20559131312622575 0.18828261445862698 0.9313629452507721 0.9733270046492545 not prognostic CAT -0.4265896611517053 -0.6300701204514505 -0.2231092018519602 3.9738313827983076e-05 0.009615597937890066 favorable CTSS -0.06368044614440738 -0.22068413806850268 0.09332324577968792 0.4266377855306738 0.675572708499491 not prognostic PHKG2 -0.16730439665988173 -0.4450347229091345 0.11042592958937103 0.23772994066413392 0.5043592793284338 not prognostic MTTP -0.2559058319730558 -0.4383847649369744 -0.07342689900913715 0.0059845753973237605 0.06680785976588482 not prognostic ANK1 0.133569583607733 0.00674587166611787 0.2603932955493481 0.038997212807596875 0.18463355170090684 not prognostic GBP7 -0.2731190666068957 -0.41952568965794595 -0.1267124435558455 0.0002559023356511476 0.015480362237058952 favorable NPNT -0.0028716433359874424 -0.15293563807490357 0.1471923514029287 0.9700814641371022 0.9898722758627166 not prognostic SPP2 -0.07088182894334269 -0.22005599664642145 0.07829233875973607 0.35169864635741366 0.6192247749927089 not prognostic PPP1R3G 0.03417601855436489 -0.09500804682790673 0.1633600839366365 0.6040995920055869 0.8036409579830639 not prognostic OCIAD2 -0.024920985064054366 -0.1611914068534404 0.1113494367253317 0.7200170093200666 0.8687752404909106 not prognostic APOA5 -0.29716521364424103 -0.5097694687851112 -0.08456095850337084 0.006152940503334931 0.06775802746169451 not prognostic WNK2 0.060900052370684785 -0.08829822821481224 0.2100983329561818 0.42369804124903654 0.6735384522909489 not prognostic DNAJC25 -0.31266627318307133 -0.5510715143820724 -0.0742610319840703 0.01015592523210746 0.09011496392770871 not prognostic ALDH1A3 0.013219053206951917 -0.12755714230446985 0.15399524871837367 0.8539797506422013 0.9344513208872682 not prognostic GLUD1 -0.20086476975353867 -0.3706457911538028 -0.03108374835327457 0.020406048696250307 0.13021764360479615 not prognostic PDLIM2 -0.19329988831933478 -0.44772517689801494 0.0611254002593454 0.13646505086991673 0.37317397692069776 not prognostic AGMAT -0.12799496278332675 -0.27292548418844587 0.01693555862179233 0.0834631057391062 0.2826192078979644 not prognostic HADH -0.26757115000022397 -0.4596119367141519 -0.07553036328629606 0.0063175972412967156 0.06798250973717487 not prognostic ABCA10 -0.18082989463994656 -0.321683307852563 -0.039976481427330124 0.011861655914216146 0.09680711522331555 not prognostic CYP1B1 0.05670175791145518 -0.07661994734620706 0.19002346316911742 0.40452152072035485 0.6601679137822343 not prognostic SHPK -0.09526519683017294 -0.3663548033069911 0.17582440964664525 0.490972738574594 0.723568547894377 not prognostic ANK3 0.08601063212493004 -0.06689170105367118 0.23891296530353126 0.2702360638111486 0.5435685192768397 not prognostic CCDC18 -0.07993402357769146 -0.22537443858177275 0.06550639142638982 0.28139279154022445 0.553572767009367 not prognostic HELLS 0.250671877319223 0.06598911752758865 0.4353546371108574 0.007807571585024997 0.07715362958137836 not prognostic NDUFC1 -0.017672989643174555 -0.17375848267816008 0.13841250339181094 0.8243765071586263 0.9190191593314883 not prognostic AHNAK2 0.11519645013229919 -0.00846870197063726 0.23886160223523564 0.06788885167860602 0.25335927014529375 not prognostic SERINC5 -0.17228606890881565 -0.35653468893917417 0.011962551121542903 0.06684554649678506 0.25177458047358714 not prognostic STXBP4 0.012887740867118292 -0.1193087718648325 0.1450842535990691 0.8484664826102772 0.931835183857926 not prognostic CHCHD7 -0.005139897598725611 -0.1712296251766977 0.1609498299792465 0.9516347292710549 0.9824706793316137 not prognostic TM7SF2 -0.06421749135355823 -0.2006543828208318 0.07221940011371536 0.3562642464953827 0.6217609744392127 not prognostic COL5A2 0.08534290785248527 -0.043946949370041094 0.21463276507501164 0.1957510590250577 0.4536782892703447 not prognostic DDC -0.19419192004292782 -0.34586607871750347 -0.04251776136835217 0.01209408869577223 0.0975480865704944 not prognostic NPM2 -0.03718234341887851 -0.17867108546791532 0.10430639863015832 0.6065068336777422 0.8036193106285076 not prognostic CLDN11 -0.03298955920485882 -0.22941100355218452 0.16343188514246687 0.7420183428127968 0.8787420930162658 not prognostic ENPP7 -0.15807258173985064 -0.29510727919709595 -0.021037884282605335 0.023767791669536586 0.14139072346668508 not prognostic ANO4 -0.1442305735376852 -0.3046058133219949 0.016144666246624445 0.07795815668848462 0.2716852381595962 not prognostic HSPB6 -0.012803733300188105 -0.1847934028428109 0.15918593624243468 0.883993155775465 0.9482854928897362 not prognostic TSPAN9 -0.15748211440827423 -0.33076323704394606 0.015799008227397576 0.0748694770167099 0.2670543536775314 not prognostic DENND2A 0.16680960212839724 -0.07480554342092413 0.40842474767771864 0.17600866905641935 0.4296089460365656 not prognostic PALM2 -0.025131489459921594 -0.2419568131674405 0.19169383424759728 0.8202893832663654 0.916745830530991 not prognostic SCAMP3 0.26912401044431217 0.042045087164500394 0.49620293372412394 0.020186480487788223 0.12927722446864662 not prognostic CD38 0.0784436166379999 -0.04939620577407508 0.20628343905007487 0.22911148435684828 0.49415444939697967 not prognostic MMP23A 0.1585784495512548 -0.04764312943305296 0.3648000285355626 0.13177072549048416 0.367178121791567 not prognostic GZMA -0.06789599548169911 -0.23828117510902802 0.1024891841456298 0.43479255143435824 0.6828096321683581 not prognostic MFGE8 0.010891689358379348 -0.12234630133462647 0.14412968005138516 0.8727082008308263 0.9440981781100034 not prognostic MMRN1 0.21041952233119132 0.019859579485195705 0.40097946517718697 0.03044704802370997 0.16072666329969065 not prognostic CFHR2 -0.06946040130289205 -0.2365384027345157 0.09761760012873161 0.4151705958198907 0.6679285434636983 not prognostic GJB1 -0.269163591565535 -0.4583858574648693 -0.07994132566620066 0.005303517702407324 0.06297399733375698 not prognostic HSPA1B;HSPA1A -0.008156591515652654 -0.15659617840443016 0.14028299537312486 0.9142353683956281 0.9639794197675255 not prognostic CDH13 -0.333227029611532 -0.5246372705752875 -0.14181678864777642 0.0006446187328495884 0.02186087695152411 favorable FAS -0.20228967897041977 -0.3835863691426844 -0.020992988798155116 0.0287487159884047 0.15542708589624837 not prognostic FMO5 -0.2570179306094915 -0.4271912366232915 -0.08684462459569153 0.0030744603058537358 0.04795408208764547 favorable ARFRP1 0.09455017680551944 -0.1416324698125242 0.3307328234235631 0.43267313961602816 0.680675209801845 not prognostic CTSF -0.21911382785979214 -0.4613103911646407 0.023082735445056374 0.07620086234189413 0.2690166879128463 not prognostic BCKDHA -0.4726200987932516 -0.7097900347351799 -0.2354501628513234 9.394686516569008e-05 0.01136630113281653 favorable TK1 0.25801412794425016 0.02080632377654945 0.49522193211195087 0.03301677353316551 0.16728872294421665 not prognostic INO80B -0.04990247768116424 -0.21851978790700577 0.1187148325446773 0.5618785479521464 0.7749959389640374 not prognostic EFNA1 -0.02036725757996217 -0.22329074845273064 0.18255623329280632 0.8440467268376783 0.9294895873773351 not prognostic CD81 -0.039532248256514656 -0.21342266131413778 0.13435816480110846 0.6559019375181497 0.832122721638089 not prognostic CA3 0.14320449465808546 0.01704663063969597 0.26936235867647496 0.026094861141957026 0.1468430495310756 not prognostic ABCC6 -0.257414467439904 -0.40449458347251754 -0.11033435140729039 0.0006030024455533027 0.021508688824855456 favorable GBE1 -0.15253683604565715 -0.3440257000668966 0.03895202797558231 0.11845896731848177 0.34568550665005454 not prognostic SIGLEC1 0.06823908491859564 -0.15489234845879374 0.291370518295985 0.5489026883103589 0.7646375865011115 not prognostic FMO4 -0.2560037627151597 -0.39983410657978347 -0.11217341885053589 0.00048566302921893045 0.020223912095800392 favorable TSFM 0.020600941539747578 -0.1538011573832635 0.19500304046275868 0.8169129452078905 0.9157157378798352 not prognostic SLC16A3 0.22867503345306492 0.09066725109622975 0.3666828158099001 0.0011638051923432394 0.028943188575136173 unfavorable MUT -0.29427897045435747 -0.4986834384775611 -0.08987450243115386 0.004776394184264879 0.059892236879164513 not prognostic CORO1A 0.054083799190245765 -0.08433141618829236 0.19249901456878388 0.4437784321829513 0.6891844411680769 not prognostic NADK2 -0.2925588253618218 -0.46934762461149215 -0.11577002611215145 0.0011809357524523363 0.02888775352925073 favorable SLC15A1 -0.04248230362247847 -0.17575445420288033 0.0907898469579234 0.5321252562037735 0.7506093302020457 not prognostic AADAC -0.22696957936769158 -0.396786858426373 -0.05715230030901014 0.00880346954576112 0.08227292572359009 not prognostic HPR 0.0024827687732017767 -0.13419691519750435 0.1391624527439079 0.9715993211243713 0.9899543327673263 not prognostic AASDH -0.06366670891216696 -0.2500123838933587 0.12267896606902483 0.5030875183996748 0.731310692033169 not prognostic SLC1A2 -0.10640496266149024 -0.2554308908300559 0.04262096550707539 0.16168701212872125 0.4113622675727313 not prognostic NUDT6 -0.3256980092491083 -0.5250093286501335 -0.12638668984808307 0.0013609354553162378 0.031896479401691824 favorable GTF2IRD2;GTF2IRD2B 0.1571781630143038 -0.09457581945274143 0.40893214548134904 0.22107712651515707 0.4854803810866326 not prognostic HMGN5 -0.060046630505925465 -0.19124501803252103 0.07115175702067011 0.3697015115030131 0.6326333395425222 not prognostic IL6R -0.04551508346768621 -0.2595928871051717 0.16856272016979928 0.676892033018264 0.8467534402141285 not prognostic TAX1BP1 0.0670098076212031 -0.0852424065408916 0.2192620217832978 0.3883428015186876 0.6468526701389414 not prognostic RELN 0.06251776108114242 -0.04832372959526442 0.17335925175754924 0.2689535743343659 0.5420849507013908 not prognostic ANXA9 -0.17779107083196405 -0.36181868981622806 0.006236548152299959 0.05828577788317624 0.23285701445251086 not prognostic CYP4F11 -0.24900797227261337 -0.4174832319356037 -0.08053271260962303 0.0037693633704998205 0.05356684167632523 not prognostic KNTC1 0.3346160165999945 0.14073063676694103 0.528501396433048 0.0007180494413722472 0.023124808088509818 unfavorable ATP11C -0.18583748542839593 -0.42124221030808784 0.049567239451296013 0.12179804025485337 0.3499543820287876 not prognostic FHL1 -0.11790087537285052 -0.2955269754490223 0.059725224703321256 0.19327789291412717 0.45145238070967403 not prognostic MRC2 0.054979255888674645 -0.0867876396501703 0.19674615142751958 0.4471933617499232 0.6929252626768886 not prognostic NDUFV3 -0.05462294664569275 -0.2431788041579525 0.133932910866567 0.5701816124848125 0.7799596602867114 not prognostic SLC50A1 0.12668733684167677 -0.07985468847403782 0.33322936215739135 0.22929018520993097 0.4941827222398921 not prognostic NCAPD2 0.4852018863425119 0.2671222033359678 0.703281569349056 1.2965204855612065e-05 0.007738498604819654 unfavorable PNPO -0.42263406165787426 -0.6226684964734785 -0.22259962684226997 3.4575769084953505e-05 0.00938051092780572 favorable HMGCS2 -0.31782862110024057 -0.4660765686408554 -0.16958067355962575 2.6460833796328674e-05 0.009476153799141225 favorable MAGED2 0.31701839940769166 0.10223332980301922 0.5318034690123641 0.0038174287859153956 0.05373811308223355 not prognostic GPX3 -0.056068514450499506 -0.19222091815130957 0.08008388925031054 0.4195933693618956 0.670705130494028 not prognostic 43358 0.07290729751912874 -0.12763888679206464 0.27345348183032214 0.4761350834577639 0.7140431159459564 not prognostic GOT1 -0.08545511641285197 -0.24687195434392964 0.0759617215182257 0.29944812508795304 0.5728545008359922 not prognostic CLN3 0.07533589890100975 -0.09514039856219181 0.2458121963642113 0.38641561668997293 0.6449625309890618 not prognostic NT5DC2 0.3639569675983618 0.17378537529486404 0.5541285599018596 0.00017609780232742849 0.01359141055377127 unfavorable CALML4 -0.11542108636815517 -0.26674110494071485 0.03589893220440453 0.13491833212751775 0.37121199371163693 not prognostic ERLIN1 0.0939269283022921 -0.12375619347884284 0.311610050083427 0.3977232490263376 0.6540808685769288 not prognostic IDI1 -0.009422071123605295 -0.1527473589732038 0.1339032167259932 0.8974793403687259 0.9550852887580178 not prognostic LEPROT 0.07165590749674973 -0.14831075414242645 0.29162256913592594 0.5231651628479529 0.7454874586945285 not prognostic LRRC17 0.13789834331784348 -0.1585684337750766 0.4343651204107636 0.3619497082425035 0.6260695011389362 not prognostic PSAP -0.02872246817180814 -0.20603295464315358 0.14858801829953727 0.7508688446444499 0.8834970122357418 not prognostic TYMS 0.22199502660431855 0.05036572286232893 0.39362433034630817 0.011240623862951878 0.09440647790338477 not prognostic CD163 0.15667534347011153 -0.021565053641598192 0.3349157405818213 0.08491914293199829 0.285176701676737 not prognostic PPM1K -0.3528062370951357 -0.6268422235828252 -0.07877025060744625 0.011624407435518468 0.09627504141553825 not prognostic TOR3A 0.20101416407461473 0.017698387413130012 0.38432994073609944 0.03161930365916375 0.1637291068019046 not prognostic LYZ 0.10555317675199345 -0.014919648047831982 0.2260260015518189 0.08593582820286806 0.2874051064252065 not prognostic SLC38A3 -0.28631918543931334 -0.4506423921484079 -0.12199597873021878 0.0006376556787684223 0.021706963087504506 favorable ARFGEF3 0.10250124784573533 -0.05557174479366833 0.260574240485139 0.20375570073389343 0.4637073687520457 not prognostic SFXN5 -0.3095917729011913 -0.5359418110737713 -0.08324173472861124 0.0073456537892859445 0.07406040357598767 not prognostic PODN 0.03332243076272509 -0.14331273065362635 0.20995759217907653 0.7115691391899814 0.8644068525329585 not prognostic FABP3 0.05098732244416573 -0.1054490965719509 0.20742374146028236 0.5229458482379354 0.7456496542879815 not prognostic COL12A1 0.0281761194999513 -0.1074399043154238 0.1637921433153264 0.6838538746320408 0.8492916825607798 not prognostic LIME1 -0.2642440079760872 -0.49501154201891384 -0.03347647393326056 0.0248138962794931 0.14416535586651635 not prognostic TGFB1I1 -0.01226476780516873 -0.2091735313662079 0.18464399575587045 0.9028361384026372 0.95714528681099 not prognostic DNAH17 -0.02899086424530856 -0.2108696377424424 0.1528879092518253 0.754727689062407 0.8845499411147703 not prognostic GIPC2 -0.1001363253789531 -0.23185606237207174 0.031583411614165516 0.13622187412959738 0.3730787516311671 not prognostic CD34 -0.21692447235646065 -0.4709846844477985 0.03713573973487719 0.09423325131865536 0.3031513830599789 not prognostic AGXT -0.24471176495770033 -0.37014870401795696 -0.1192748258974437 0.00013149353857028746 0.012263142196039412 favorable BPGM 0.11577915948329358 -0.03349623279041235 0.2650545517569995 0.12846992213148015 0.3611275393542046 not prognostic F2 0.12792986215163582 -0.07396385943919043 0.32982358374246207 0.2142622938749807 0.4765938675932179 not prognostic DPEP1 0.04919418293925862 -0.07492763097088785 0.17331599684940507 0.4372720143747538 0.6846618301324188 not prognostic SERPINA3 0.1316036647374102 0.0027451506197827547 0.26046217885503764 0.04531503934543701 0.20285277362984877 not prognostic CHKA 0.06635999150550011 -0.10556126065532608 0.2382812436663263 0.449332857499793 0.6940781699785451 not prognostic NDUFS4 -0.14722971894398829 -0.34677038013754397 0.052310942249567394 0.14813623123427372 0.3901923148692123 not prognostic CRABP2 0.18244448576681496 0.004818668804753096 0.36007030272887686 0.0441005046956935 0.19910833007591724 not prognostic RIN2 0.0013161727948088637 -0.1935174752664131 0.19614982085603083 0.9894360968469753 0.9959997048651866 not prognostic GFER -0.10860408587713001 -0.2549248321080092 0.037716660353749196 0.14573850133767566 0.38649194386143665 not prognostic INSIG2 -0.0773181972228331 -0.2386866640488724 0.08405026960320618 0.3476801846416775 0.6154172979630167 not prognostic SLC26A1 -0.18014368002093023 -0.3780587237857901 0.017771363743929652 0.07442802752716397 0.26611586679341015 not prognostic ERO1LB 0.04221415487719093 -0.09123843264990672 0.1756667424042886 0.5352695336460359 0.7522003036780662 not prognostic CRYL1 -0.2172094789144904 -0.40728781608232345 -0.027131141746657345 0.025108934604577776 0.1449389371468632 not prognostic NGFR 0.03088044818095275 -0.14376892666729815 0.20552982302920367 0.7289301658739428 0.8731752441891102 not prognostic MAGEC1 0.07530345216878892 -0.06047809540971652 0.21108499974729436 0.2770449079080042 0.5497302882314631 not prognostic MRC1 0.10027826878240836 -0.11132718748219708 0.3118837250470138 0.35298625940120587 0.6192996238328426 not prognostic IGHG2 0.07590662560479904 -0.09984603708372845 0.2516592882933265 0.39727506869920615 0.6538242077323515 not prognostic SMC2 0.45183659613277105 0.2295841073693375 0.6740890848962047 6.759876951692852e-05 0.010434685922156224 unfavorable FGD6 -0.13759326029589677 -0.28252594497696015 0.007339424385166604 0.06278500541695743 0.24239506403536865 not prognostic IGJ -0.03625726052625729 -0.1927487461579624 0.1202342251054478 0.6497562039655815 0.8294976891635323 not prognostic CACNA1B 0.1023805577800818 -0.1144973902744988 0.3192585058346624 0.3548457490331358 0.6213444144521152 not prognostic STBD1 -0.2377353930007817 -0.425459226813367 -0.05001155918819636 0.013060382029049543 0.10185505253142907 not prognostic METTL7A -0.20248420283275953 -0.3999828985475099 -0.004985507118009158 0.044490510069039896 0.20046478945551796 not prognostic IFI44L 0.026091501565781484 -0.10730999217156452 0.1594929953031275 0.701466157590181 0.8595984819196402 not prognostic MOXD1 -0.03204367499554488 -0.18363912362454232 0.11955177363345255 0.6786618789600735 0.8474281453737152 not prognostic SLC25A42 -0.3036525332757893 -0.5201720494346487 -0.08713301711692995 0.005983141652509025 0.06687523996868078 not prognostic IGFBP2 -0.059677337332732436 -0.2146174413217225 0.09526276665625764 0.4503045422449605 0.6948598012270134 not prognostic CHD7 -0.001110064633895705 -0.23762053369762565 0.23540040442983423 0.9926602727020793 0.9971151600473147 not prognostic COTL1 -0.010091776839881507 -0.17145740936733445 0.15127385568757146 0.9024430302593772 0.9572953139706404 not prognostic DHX40 -0.10913906334085 -0.3417419173109715 0.12346379062927151 0.3577659847536797 0.6228035896363395 not prognostic CHEK2 0.30533263857758225 0.08766843048067566 0.5229968466744889 0.005970866136145645 0.06682145564613995 not prognostic IMUP 0.10497826670839108 -0.03353220906153356 0.24348874247831573 0.13741847509533966 0.3745228637834326 not prognostic ZADH2 -0.27058323917456434 -0.48191270310082435 -0.05925377524830436 0.012089879148830012 0.09760206313748881 not prognostic CRYAA -0.12079188671920238 -0.26739005269298055 0.025806279254575792 0.10632294218366875 0.32588473172556875 not prognostic ARSD -0.004249087504364242 -0.21077496650349906 0.2022767914947706 0.967834399606101 0.9891576917435414 not prognostic FASN -0.08968295795366761 -0.23375911479449973 0.054393198887164526 0.22245841214130033 0.487080010736381 not prognostic PFKP 0.2125567590403669 0.07845650284043504 0.34665701524029874 0.001892153606001059 0.037231760955005445 unfavorable ACAT1 -0.349912638941428 -0.5307847056544339 -0.169040572228422 0.00014960774396299172 0.012636208789628914 favorable CRELD2 0.09916389003601404 -0.09315075633489663 0.2914785364069247 0.31219678333292966 0.584626187236921 not prognostic LAD1 0.06586275647821237 -0.04640693529611903 0.17813244825254376 0.2502228095993623 0.5191760867539027 not prognostic MTHFD1L 0.16887675609774708 -0.04431807282915351 0.38207158502464766 0.12053434775159957 0.348560728494855 not prognostic MT-ND2 0.042902373349971476 -0.13130084797802216 0.21710559467796514 0.6293119768414919 0.8170287309544485 not prognostic ISG15 -0.07341626051385042 -0.21998896297046433 0.0731564419427635 0.32623823646002875 0.5977918401609982 not prognostic GPC4 0.023437689960127538 -0.11377717419750921 0.1606525541177643 0.737789751089947 0.8760519418446016 not prognostic CKS1B 0.32428569853599837 0.11364614454060096 0.5349252525313958 0.0025493517648123728 0.04380872620031703 unfavorable FCN1 0.08851180830133973 -0.08027375744510101 0.25729737404778047 0.3040379175939867 0.5778075729609345 not prognostic PHYH -0.08785879172501605 -0.23149423082072812 0.055776647370696 0.23057890833640893 0.4958858915051331 not prognostic XPO5 0.4849579031163005 0.2106404674530719 0.759275338779529 0.0005303025697666786 0.020553242022169148 unfavorable HMCN1 0.01581722631048445 -0.11525663018916922 0.14689108281013813 0.8130315257157074 0.9145710830170534 not prognostic APOBEC3B 0.0676349174454271 -0.07714825525238941 0.21241809014324362 0.3598820608693327 0.6240604476008398 not prognostic SOX9 0.12195378995258431 -0.04746389744559855 0.2913714773507672 0.15828520640408228 0.40663628491700105 not prognostic COL16A1 0.09179267557727279 -0.08381825081036397 0.26740360196490953 0.30560738596911796 0.5794372991489862 not prognostic MYL9 -0.04631162028804312 -0.21319063190720355 0.12056739133111732 0.5864953879815142 0.790321072937763 not prognostic DHRSX -0.10218239769559824 -0.2870980790855944 0.08273328369439796 0.2787840927546569 0.5514701684561296 not prognostic ATP1B3 0.2381626275480215 0.02849306064199722 0.44783219445404576 0.025993194596307823 0.1467320751707087 not prognostic PKM 0.34319647418878635 0.17334449043312117 0.5130484579444515 7.487796601169938e-05 0.011173040495045743 unfavorable LSAMP 0.08814187767250029 -0.07855495770035234 0.2548387130453529 0.30004269127164795 0.5733793415058835 not prognostic PCBD1 -0.39616199240578115 -0.6020359144945566 -0.19028807031700573 0.00016223838918599128 0.012854161932585663 favorable ICE2 0.018597989533035864 -0.14099246215016886 0.1781884412162406 0.8193307570980132 0.9165898123576799 not prognostic HAT1 0.18613079659050438 -0.008818463522965225 0.381080056703974 0.06130272373166895 0.23956494350485905 not prognostic UQCRH;UQCRHL -0.156763357550959 -0.3461232706017995 0.0325965554998815 0.10468043070940294 0.3227286143737206 not prognostic TMOD1 -0.19631854751092925 -0.3944961106617003 0.00185901563984181 0.05218815580669983 0.22060460761916129 not prognostic MLYCD -0.36147991435583143 -0.587808706319987 -0.13515112239167576 0.0017460003432182955 0.03552713880189409 favorable NMRAL1 -0.10498116490771912 -0.23623981666994576 0.026277486854507495 0.11697764378389888 0.3436026393691754 not prognostic SLC28A1 -0.09223958514056214 -0.2656337080395478 0.08115453775842348 0.297118752872668 0.5707153388691261 not prognostic TLR3 -0.28134050072947714 -0.45710286910311204 -0.10557813235584224 0.0017051827646874188 0.03533912336168162 favorable ACYP2 -0.20451683373344598 -0.4128443354475355 0.0038106679806435284 0.054340436551479465 0.22481974512264125 not prognostic ANK2 0.0873588861422627 -0.09406992357467989 0.26878769585920526 0.345306343598216 0.6131550365400292 not prognostic NDUFAB1 -0.22189337021643224 -0.38122336062889095 -0.0625633798039735 0.006341619669663071 0.06807736319243822 not prognostic SLC2A9 -0.17835272499369015 -0.36076459287374407 0.004059142886363748 0.05532060621253432 0.22750821654608164 not prognostic GYPA 0.13612835696143 -0.00572843828009198 0.27798515220295195 0.05999681215082558 0.23725771165474444 not prognostic PTPRS 0.06988642817782412 -0.14207811191002997 0.28185096826567824 0.5181394637241582 0.7419869831609707 not prognostic DNMT3A 0.14396906915601423 -0.04766171263936633 0.3355998509513948 0.1408889144703798 0.3793619402265595 not prognostic CAND2 0.10988041674219502 -0.05980088397308479 0.2795617174574748 0.20436521771748228 0.46438624218898955 not prognostic SLC26A6 -0.09152515006077969 -0.2946943157707622 0.11164401564920284 0.3772691832025795 0.6388672209594655 not prognostic SUB1 0.014306285335895034 -0.18129537775414759 0.20990794842593766 0.8860125353946727 0.9494279149477564 not prognostic SLC9A9 0.06886441070531467 -0.17244420979035274 0.31017303120098205 0.5759347882860494 0.7838771905632411 not prognostic CKMT2 -0.006901458598078971 -0.15283894264298162 0.13903602544682367 0.9261516659103464 0.9709409677863385 not prognostic LAMA4 0.06293778770569644 -0.16183640113327294 0.28771197654466585 0.5831435581430693 0.7884150220560101 not prognostic PC -0.1867284294216547 -0.35881726325361585 -0.014639595589693605 0.033445175197162634 0.16831627517717654 not prognostic PRG4 -0.07937272538997164 -0.1938536623235385 0.035108211543595225 0.17417955806907812 0.42677328500067224 not prognostic BCAM 0.006177189740969874 -0.13526941065178744 0.14762379013372717 0.9317886674749327 0.9735446306340381 not prognostic EFHD1 -0.04665162799000464 -0.21738146522252189 0.12407820924251262 0.5922649511248842 0.7947464189779809 not prognostic IGHA2 -0.022387972426723017 -0.19632207792673592 0.15154613307328987 0.8008267633086967 0.9097579002541254 not prognostic ESPN -0.17416420549661632 -0.3262558556729581 -0.022072555320274523 0.02480622405997508 0.1442143662395824 not prognostic CEP131 0.14350986417366807 -0.05089261420318489 0.33791234255052105 0.14793470384502513 0.389890904776129 not prognostic HOPX 0.040869176976298154 -0.13096273980906462 0.21270109376166094 0.6410970272094658 0.8246755293974638 not prognostic SDC4 -0.05142486616237028 -0.21362121465545506 0.11077148233071452 0.534328058298646 0.7520577119867595 not prognostic CD46 0.012068368491139627 -0.18558786880530653 0.20972460578758578 0.9047443829977333 0.9580338806598114 not prognostic DHTKD1 -0.24156710767271433 -0.41010443223691206 -0.07302978310851663 0.004965766254746744 0.06090206202568164 not prognostic FXN -0.2449590145979392 -0.45628901846070735 -0.03362901073517108 0.02309534956745492 0.13961692415761237 not prognostic C4orf33 -0.17905334435973086 -0.36142661206970306 0.0033199233502413106 0.05431889527487117 0.22483452121864153 not prognostic GCGR -0.2630321254060933 -0.474595496817254 -0.05146875399493253 0.014818672485126545 0.10856921011402451 not prognostic PEBP1 -0.42218421658084326 -0.6524330764334331 -0.1919353567282535 0.0003259035765787075 0.016964039076216096 favorable LGALS3BP 0.11598812678091557 -0.01468292385801663 0.24665917741984777 0.08190616445093954 0.2791419453099588 not prognostic KCTD14 -0.00844048816138866 -0.16560479913602832 0.14872382281325103 0.9161698178471251 0.965109822236182 not prognostic ACE2 -0.073628268362968 -0.21294451305923184 0.06568797633329586 0.30027875123550174 0.5734632380143871 not prognostic CYP26A1 -0.13684458700980834 -0.3596032188288397 0.08591404480922302 0.22857384274160425 0.49335140165515495 not prognostic GPNMB 0.010166337583187014 -0.13867146124221535 0.1590041364085894 0.8935014449166441 0.9534586932465691 not prognostic GPATCH4 0.4409943609963484 0.1980229880486674 0.6839657339440295 0.0003746216240661505 0.018228192392740462 unfavorable MVP -0.006547342619774216 -0.1480713443076308 0.13497665906808237 0.9277515833375247 0.9718216831193236 not prognostic GDF15 0.2033473656748178 0.07057526620934335 0.33611946514029223 0.0026840022852068907 0.04542508971542021 unfavorable PXDN -0.0810163612637398 -0.2426013464107139 0.08056862388323428 0.32575637412712377 0.5978878264780934 not prognostic SLC4A4 -0.06995413941375668 -0.24258818023738443 0.10267990140987109 0.42707348370425036 0.6757845351014764 not prognostic GSTP1 -0.039622977048084776 -0.2061470668706195 0.12690111277444993 0.6409602728866208 0.8246180950070292 not prognostic GFRA1 -0.06569013670111742 -0.21310569820276695 0.0817254248005321 0.38245414424210844 0.6429049856176487 not prognostic PLA2G4C -0.12139323720489087 -0.26070467474188413 0.017918200332102396 0.0876597367032274 0.29056557671380784 not prognostic CFL2 -0.13553931592624718 -0.32954920916408237 0.058470577311588 0.17091448739998488 0.4224730551330935 not prognostic PLEK2 -0.03091531915432785 -0.230539221056229 0.1687085827475733 0.7614819074509961 0.8874703875825004 not prognostic FRMPD3 0.22967148891964204 -0.07990587159199938 0.5392488494312835 0.14592627852695386 0.38676079681818176 not prognostic CD40 -0.025823272544683317 -0.18266028018233668 0.13101373509297007 0.7469157791785266 0.8809296497148397 not prognostic CYBB 0.13779878138945237 -0.01738652859755735 0.2929840913764621 0.08179317568482417 0.27886302433595994 not prognostic ALAD -0.3391989978897036 -0.5498626593889981 -0.128535336390409 0.0016004441076131481 0.03419755631374824 favorable CES2 -0.11097677569603275 -0.2622062777943227 0.04025272640225723 0.15035440817699 0.39279924610697153 not prognostic GINS1 0.15949768632315364 -0.004827158655312247 0.32382253130161953 0.0571203631012062 0.23046354702347863 not prognostic CD53 -0.0042561833093348826 -0.1839453535998923 0.17543298698122253 0.9629719709881552 0.9877965234024925 not prognostic RHAG 0.11908695770574487 -0.03178491532833386 0.26995883073982363 0.1218514818702616 0.3497711821687888 not prognostic DNAH2 0.07463339280711817 -0.08007319993744491 0.22933998555168125 0.34439153763619823 0.6125024704920308 not prognostic PLA2G12B -0.05947614488854753 -0.20889854877046782 0.08994625899337277 0.43530568655294855 0.6830164408882841 not prognostic EFEMP2 0.050192349887720124 -0.08283728153162989 0.18322198130707013 0.45960441782020467 0.7023106934194048 not prognostic HLA-DMA 0.035382954302676274 -0.13736607730612166 0.2081319859114742 0.6880921783622631 0.8521910738521706 not prognostic SLC25A18 -0.04945287324866616 -0.1705811619366516 0.0716754154393193 0.42359974150016944 0.6737410704656275 not prognostic STXBP6 0.004322095292697737 -0.15925449225724472 0.16789868284264017 0.9586983636250695 0.9856713883251318 not prognostic CYB5R2 -0.12903058064063794 -0.3443212339691343 0.0862600726878584 0.24012710214972327 0.5075207614604514 not prognostic TCHH -0.10238407447773754 -0.27564729600865945 0.0708791470531844 0.246792706094622 0.5151632309781187 not prognostic COQ9 -0.3604333575645905 -0.5746409428958683 -0.14622577223331268 0.000974088697114752 0.026427321531116287 favorable CA5B 0.0036844262987993028 -0.14477677381539897 0.1521456264129976 0.9612051719556407 0.9867755881801228 not prognostic ABCG8 -0.20895893511995373 -0.37250978847442995 -0.04540808176547753 0.012275421867854592 0.0982143449355694 not prognostic PLOD2 0.33316388394103047 0.17363576175024492 0.492692006131816 4.2536029651644984e-05 0.009288416426126283 unfavorable FERMT1 0.010441741683399612 -0.11564298449790902 0.13652646786470826 0.8710578323430109 0.943338668557757 not prognostic PODXL -0.12364112603470025 -0.32055610698102166 0.07327385491162115 0.21845620412723182 0.4819710191106719 not prognostic SERPINA11 -0.0794496847611155 -0.25049488194208436 0.09159551241985334 0.36261476248306734 0.6268565299306627 not prognostic ATOX1 -0.09031266889595041 -0.26398295387251547 0.08335761608061468 0.30809484276223786 0.5819352589135687 not prognostic SLC39A14 -0.17271980384526195 -0.3388139093022132 -0.006625698388310647 0.04153499794305253 0.19227654425240398 not prognostic ADD2 0.03952894458033607 -0.1342756385156463 0.21333352767631844 0.6557698838111032 0.8320730966214296 not prognostic SLC25A20 -0.5319290322185629 -0.7750921757413027 -0.28876588869582304 1.80696034654039e-05 0.009516303519162418 favorable HIBADH -0.3376728005587231 -0.5570286984253554 -0.1183169026920908 0.0025517548592984877 0.04376601773045854 favorable NIT2 -0.4882587949477271 -0.7474947164605346 -0.22902287343491967 0.00022293455480829782 0.014463283110135438 favorable RRS1 0.04152868603407204 -0.15906462380015135 0.24212199586829541 0.6849116707713001 0.8502515513609886 not prognostic IMPA1 0.1072885519849637 -0.08405541763893767 0.2986325216088651 0.2717802043244736 0.5448383719921657 not prognostic FCER1G 0.12210955867191028 -0.050473842625994525 0.2946929599698151 0.16551746852674976 0.41579065536475607 not prognostic TPPP -0.11457944370977115 -0.24242521229823466 0.013266324878692379 0.07898907373060043 0.272624971900565 not prognostic ALDH5A1 -0.20692347662008326 -0.3543360108195561 -0.05951094242061036 0.005937590624941947 0.0667829759611875 not prognostic FOLR2 0.058971831690945165 -0.10799848489636235 0.22594214827825268 0.4887898783545763 0.7234478063991605 not prognostic ATPIF1 -0.2302900788126627 -0.38353940982502227 -0.07704074780030312 0.003226756490347174 0.04946772407205179 favorable SYNPO2 -0.07021359002615489 -0.2280501222348842 0.08762294218257442 0.3832683425345924 0.6425845450771922 not prognostic SLC37A4 -0.06387909412884481 -0.2584850793988442 0.13072689114115454 0.5199938083602877 0.7434533002634391 not prognostic IGKV A18;IGKV2D-29 0.10507821550509332 -0.047277292485203 0.2574337234953896 0.1764490868918478 0.4299805865385719 not prognostic ASB9 -0.008802276515533442 -0.14609348403110112 0.12848893100003422 0.9000003061434506 0.9560634481374364 not prognostic CD36 0.016909555098250793 -0.1229708940695183 0.15679000426601988 0.8127097416901681 0.9145538357657208 not prognostic PYCARD 0.006515857212321202 -0.12487794075065586 0.13790965517529827 0.9225713859314435 0.9690030054251776 not prognostic ABHD2 -0.30379105383051436 -0.530762351600626 -0.0768197560604027 0.008707611538658946 0.08197607371778501 not prognostic NIPSNAP1 -0.25114166749583605 -0.472294634841414 -0.02998870015025809 0.026031717649176184 0.14676446354727607 not prognostic FAM169A -0.07913512120649427 -0.22864097252490231 0.07037073011191378 0.29953509130431016 0.5728984559810915 not prognostic TSPAN7 0.13028108120810558 -0.10634437618245196 0.3669065385986631 0.28053618909892847 0.5529811759142903 not prognostic MVK -0.07614461770560865 -0.25967703624510996 0.10738780083389268 0.4161279324861624 0.6681480235919319 not prognostic HSPB8 0.02665458827611201 -0.11682446904814008 0.1701336456003641 0.7157765281599469 0.8663440930939575 not prognostic GRAMD4 0.02816685403771592 -0.13636437717677824 0.1926980852522101 0.7372213967945904 0.8760742189410629 not prognostic TNIK -0.005263195287415623 -0.14582629682220305 0.13529990624737182 0.9414972061850887 0.9768483586713523 not prognostic TUBE1 -0.13639352671121815 -0.3958107111222535 0.12302365769981724 0.3027807934238802 0.5768879428652903 not prognostic GRPEL2 0.12888317429643506 -0.06950089848900445 0.3272672470818746 0.20290456207248633 0.46330133747385105 not prognostic COMP 0.04861829120780357 -0.11410600867618603 0.21134259109179315 0.5581495127991928 0.7712783744545721 not prognostic CHEK1 -0.375512863690381 -0.5577197707728103 -0.19330595660795172 5.3606783920940065e-05 0.010211522052003754 favorable CYP4F3 -0.4268727042563738 -0.6765220913497632 -0.17722331716298448 0.0008042714012042128 0.024244585370307468 favorable ACSS2 -0.1242168380778636 -0.2868142426750321 0.03838056651930488 0.13430972046025833 0.37033413220840555 not prognostic ACAT2 -0.10149910316890974 -0.29209309759598157 0.0890948912581621 0.2965959590182136 0.5704454610290154 not prognostic PLBD1 0.11654715479378089 -0.010079804541310716 0.2431741141288725 0.07123973669822747 0.2593775366649982 not prognostic S100A4 0.03197838604247615 -0.10948481100971136 0.17344158309466368 0.6577233549034011 0.8327813882690072 not prognostic TUBB3 0.2045012999238257 0.003492089582770891 0.4055105102648805 0.04615052288765817 0.20536065179582685 not prognostic ITGB2 0.0650523888639151 -0.0930793613229787 0.2231841390508089 0.4200745963941126 0.670995158165297 not prognostic RIOK1 0.32323104058754143 0.03527898939456442 0.6111830917805184 0.027800320566190046 0.15204414784917503 not prognostic WHSC1 0.2699226908604973 0.05131619635233342 0.4885291853686612 0.015518352531401065 0.1116847348984194 not prognostic EBP 0.03205931047231377 -0.12346587876758033 0.1875844997122079 0.686198924929072 0.8513773523960617 not prognostic SLC16A2 -0.3559393046737191 -0.5448512799563765 -0.16702732939106174 0.00022173345586119867 0.014596909046509645 favorable LIMS2 -0.2480656794064347 -0.441251762520953 -0.05487959629191641 0.011844506065103002 0.09684371032042664 not prognostic OSTC 0.13494234466047073 -0.07174376155929693 0.3416284508802384 0.20067462406452674 0.46079505238515206 not prognostic STEAP2 -0.002241011544415703 -0.12995129132540253 0.12546926823657115 0.9725640009858081 0.9902610600279699 not prognostic GPATCH11 0.3211881700231089 -0.014670013168697038 0.6570463532149149 0.060881601497514294 0.2391719957030476 not prognostic ANXA1 0.0687003343727895 -0.09013485335973578 0.22753552210531477 0.3965854531679651 0.6531695294725518 not prognostic PRKG1 0.020158972874976495 -0.15179177512790729 0.1921097208778603 0.8182626456126723 0.9159671750650481 not prognostic VCAM1 -0.012100431761291356 -0.1401874525322178 0.11598658900963507 0.8531046583137714 0.9339503553293219 not prognostic NPL 0.024848411583600634 -0.10095685131921242 0.15065367448641367 0.6986658513617697 0.8581637216685312 not prognostic RAB3C 0.07538705636283029 -0.06779364978593193 0.2185677625115925 0.3020936248658773 0.5759463848859029 not prognostic MEP1A 0.3054666050042756 0.1445814837893584 0.46635172621919274 0.00019819130425865732 0.014309731830869024 unfavorable LILRB5 -0.12654567193824834 -0.402336235647314 0.14924489177081735 0.36848032656234364 0.6317511228863774 not prognostic HLA-DPA1 -0.08955131397108106 -0.23868471847406608 0.059582090531903956 0.23922940927940817 0.5067000003024701 not prognostic THEM4 -0.06135271562845839 -0.23336128796615904 0.11065585670924225 0.4844970949019498 0.7207880509566561 not prognostic CEACAM1 0.045722066747033135 -0.10776732891267099 0.19921146240673726 0.5593264059540595 0.7723086539954803 not prognostic SCARB1 -0.08245431896326647 -0.2478375886165649 0.08292895069003198 0.32848521912226236 0.5994553947822289 not prognostic MCC -0.11406883605205977 -0.34149021994810075 0.11335254784398123 0.32557370101894645 0.5981656772465889 not prognostic HBP1 -0.12121583172344721 -0.28603474842471444 0.04360308497781998 0.14945684463956252 0.3915970529874168 not prognostic ARSE -0.02911784839704924 -0.1848123930709487 0.12657669627685025 0.7139542365766198 0.8649570067754366 not prognostic EGFL7 -0.09637789668060884 -0.2694655339856339 0.07670974062441618 0.27512395284048163 0.5483492319191523 not prognostic MUC19 -0.2279196498015498 -0.3841586321357639 -0.0716806674673357 0.0042474686015104195 0.05692752453491435 not prognostic SLC16A7 0.09445159399796936 -0.03467538846004707 0.22357857645598578 0.15167476736576135 0.3949808587043809 not prognostic GPAM -0.25587038259962425 -0.5122973314615491 0.0005565662623006618 0.05049933228557755 0.2161187963445391 not prognostic TUBA4A 0.01141164892560924 -0.12456301630255677 0.14738631415377526 0.8693457181572891 0.9422823504433668 not prognostic CCDC144A 0.043660191505367235 -0.1291556119582547 0.21647599496898917 0.6204833864731779 0.8110947231850434 not prognostic PLIN5 -0.3401033408566417 -0.5611958636151019 -0.11901081809818151 0.002569932704650195 0.04390955630674274 favorable DTNA -0.1430382480306171 -0.2858894747868573 -0.0001870212743769195 0.0497008142531344 0.21423754935402614 not prognostic MT-CO3 -0.23331410509548975 -0.481476550736085 0.014848340545105504 0.06537382213143898 0.2483206743923518 not prognostic ASRGL1 0.0914963718269546 -0.05212999642000475 0.23512274007391393 0.21181724671438892 0.47350806737426315 not prognostic IGKV2-24 0.07086189937299675 -0.11633578437382283 0.25805958311981636 0.45813235988230583 0.7011382936797067 not prognostic 43160 -0.11717646615160088 -0.2636160483653236 0.02926311606212184 0.11681040844534334 0.3436751846241074 not prognostic SIGMAR1 -0.09029337025368327 -0.25959896253585535 0.07901222202848883 0.2958935668742666 0.5700742638746091 not prognostic IGHV4-28 0.14818108809151231 -0.005512248674840764 0.3018744248578654 0.058802188732411165 0.23429283298677223 not prognostic NASP 0.13544041943764648 -0.03111345241178376 0.3019942912870767 0.1109744033334954 0.3322922518544429 not prognostic CRISP3 0.19498612802139234 0.05750080896061868 0.332471447082166 0.005441176112468275 0.06393024899596911 not prognostic IGHMBP2 0.07547864828794681 -0.11571501355797495 0.2666723101338686 0.4390806986331347 0.6859343037624246 not prognostic MYO7A -0.0659649377161623 -0.22517859367432752 0.09324871824200293 0.41676491362880386 0.6686910881216274 not prognostic COL22A1 0.08285588667613929 -0.05584905294270735 0.2215608262949859 0.24168262577324334 0.5091257761289053 not prognostic SCP2 -0.3327726438125141 -0.5036011575976604 -0.16194413002736774 0.00013454069821998738 0.012291253787383133 favorable KIF11 0.39738760932543493 0.1717736703833673 0.6230015482675025 0.0005560266242709112 0.02100466821560113 unfavorable NTM -0.027918846447095212 -0.19462714511283763 0.1387894522186472 0.7427320129904997 0.8788897319989352 not prognostic PCOLCE2 0.15367871242977812 0.012368762852286636 0.2949886620072696 0.033046467595430354 0.16724987246008363 not prognostic AKAP12 0.2201266553335109 0.026399022574327302 0.4138542880926945 0.025944211052661863 0.14691873596108898 not prognostic ECHDC1 -0.2532748318190997 -0.45379935752481004 -0.05275030611338938 0.01330291656172294 0.10276187400958196 not prognostic TPM4 0.04808463142679663 -0.11178175106973275 0.207951013923326 0.5555136910895953 0.7692983876759701 not prognostic TPD52L1 -0.05467450202894894 -0.2423551880417626 0.1330061839838647 0.5680199299068571 0.7784298840434857 not prognostic SLC1A1 -0.04945677628560702 -0.18021818787738317 0.08130463530616913 0.4585112562142625 0.7014783453325857 not prognostic ENO2 0.2712370116080327 0.1337177088313204 0.408756314384745 0.00011074989167671533 0.011267542956609458 unfavorable SFXN2 -0.16048858848137662 -0.3139260410463097 -0.007051135916443491 0.040361202914602594 0.18830320463493333 not prognostic PAQR9 0.10688444421784261 -0.05136848771387202 0.26513737614955724 0.1855811690936272 0.44295073497607157 not prognostic HSF1 0.08808166978184548 -0.12572023724409087 0.30188357680778183 0.41940039944390606 0.6707559443053396 not prognostic IGHG1 0.10959745610917795 -0.060940249460831736 0.2801351616791876 0.20781840912452512 0.4692555401997159 not prognostic ETNK2 -0.16738113057480092 -0.30638026920160377 -0.028381991947998064 0.01826677799873511 0.12132230224234083 not prognostic C9 0.13584944608536217 -0.0013022416810382076 0.27300113385176256 0.0522153149021538 0.22061524979659414 not prognostic IGHV4-4 -0.04895490650718001 -0.2264842788162114 0.12857446580185136 0.5888707940115204 0.7922104010195556 not prognostic HMGCR -0.04505373151980469 -0.20591187246147374 0.11580440942186437 0.5830371410790983 0.78850929366785 not prognostic FOPNL -0.08027715730513393 -0.27565491387520646 0.11510059926493857 0.4206388165968046 0.6712975623870217 not prognostic PCTP -0.5180610600749497 -0.8079306667175192 -0.22819145343238018 0.0004602414321884826 0.020100202645773096 favorable DPP7 0.055651038121359284 -0.09627834500866596 0.20758042125138454 0.4728030125515986 0.7109515235764969 not prognostic ABCB5 -0.1412522645688396 -0.28583036774867976 0.003325838611000581 0.055508132701744234 0.2277563300085775 not prognostic SLC23A1 -0.17625574356130938 -0.33500767927128006 -0.017503807851338704 0.02955022232620256 0.15794814357402479 not prognostic PPL -0.1755862319432397 -0.3339380514475554 -0.017234412438923985 0.029759321792234925 0.15868684217145876 not prognostic C1QTNF5 0.007158644437947372 -0.13364633289501696 0.14796362177091169 0.9206251895367263 0.9680945879636259 not prognostic GABARAPL1 -0.07994924091925137 -0.3116647316586552 0.15176624982015247 0.4988818439734318 0.7286279199174772 not prognostic VWA1 -0.2725300158322165 -0.4947419846309891 -0.050318047033443836 0.016226469451041205 0.11376318010585115 not prognostic FAM214A -0.32501520930067856 -0.551485068232278 -0.0985453503690791 0.004910970192758961 0.060729165933385336 not prognostic PTK7 0.2294344535946549 0.08763672836162617 0.3712321788276836 0.0015175781319361093 0.03388248632225433 unfavorable ABCB4 -0.22226679720016684 -0.3768729976236873 -0.06766059677664638 0.004836797987848038 0.06031177212423884 not prognostic GNAZ 0.10470720942859423 -0.043905032820222414 0.2533194516774109 0.16730202477533085 0.41839525916579245 not prognostic KRT1 -0.06398138069637628 -0.245289456493477 0.11732669510072445 0.4891589857660543 0.7236352279516662 not prognostic TMEM26 0.030280467818305932 -0.18002368870835417 0.24058462434496602 0.7777872657483653 0.8959765041488824 not prognostic STARD10 -0.3737809111751301 -0.5795618050339758 -0.16800001731628444 0.0003707371710292237 0.018237416990245274 favorable SPRYD4 -0.3824654054228668 -0.579507725236647 -0.18542308560908655 0.0001421756633254225 0.012728987137525077 favorable ORM1 0.12193206196414393 -0.029707674692413352 0.2735717986207012 0.11502850079390597 0.3407843043043813 not prognostic SLC12A2 0.0835342863228867 -0.05804005473599205 0.22510862738176546 0.24749556347350388 0.516149028599646 not prognostic RCN3 0.04460008157182805 -0.09602309374568097 0.18522325688933705 0.5341900112869769 0.7519816306686012 not prognostic NHLRC1 -0.2571497046285437 -0.4707977639039245 -0.043501645353162866 0.018322317228422164 0.12160096823281218 not prognostic MCAM 0.12325919800980117 -0.1477622139590175 0.39428060997861986 0.37272430930239286 0.6347728250303069 not prognostic MRPL10 -0.09691946264877595 -0.3020193306472774 0.10818040534972546 0.3543543180385208 0.6208481818784494 not prognostic SLC1A4 0.06115881465835837 -0.1252956405125681 0.24761326982928486 0.5202976733599067 0.7434128741767069 not prognostic DESI2 0.021619383945056803 -0.1585327332061978 0.2017715010963114 0.8140473197658018 0.9146794244306254 not prognostic SLC14A1 0.06270519861453616 -0.11557864816108362 0.24098904539015595 0.4906031772388951 0.7237387124435374 not prognostic NEU1 0.2208934587370009 0.04701547602624945 0.39477144144775234 0.0127769873726758 0.100344182410146 not prognostic MLIP -0.046285592044453275 -0.21292594997069408 0.12035476588178752 0.5861700335798401 0.7900015521060226 not prognostic MEGF6 -0.041584209593700495 -0.19020724112010268 0.1070388219327017 0.5834233613587572 0.7883171376765701 not prognostic TKT -0.08934211502597744 -0.25662421846207994 0.07793998841012506 0.29520169780265443 0.5693538992734092 not prognostic YWHAQ 0.4562430018421397 0.1975782038814488 0.7149077998028306 0.0005461022615656516 0.020717176049988472 unfavorable C8orf82 -0.1586292711832431 -0.33118483336406634 0.01392629099758011 0.07157957172403785 0.26040304983555906 not prognostic MSRB1 -0.09545782528777345 -0.31374311555025847 0.12282746497471157 0.39138562805221644 0.6490230650030551 not prognostic CD44 0.030430165107835028 -0.12337646837965027 0.18423679859532033 0.6981841821467241 0.8576897616300247 not prognostic SLC25A26 -0.14038057295773798 -0.30190529157075185 0.021144145655275892 0.08849362969821493 0.29213992134517636 not prognostic TRIM22 -0.27617509595025413 -0.47030235599838044 -0.08204783590212783 0.005297854152205954 0.06307405349029242 not prognostic IGHV3-49 0.0697586809832225 -0.07840659435155646 0.2179239563180015 0.3561199321352745 0.6221154638843146 not prognostic BST1 0.07470507964617268 -0.07375695920891898 0.22316711850126433 0.324015142200275 0.5967717687963511 not prognostic EMILIN2 -0.03503365226749799 -0.1843264904898144 0.1142591859548184 0.6455643426913962 0.8276868910376729 not prognostic MMAA -0.46021306555160707 -0.6825945901852922 -0.23783154091792194 4.989954428695715e-05 0.009927791555580608 favorable RBP4 -0.16334297469976272 -0.3098126692076137 -0.016873280191911755 0.02883379430414363 0.15560515997890167 not prognostic SLC6A1 -0.31203177942947435 -0.47715099286447776 -0.14691256599447094 0.00021238101547625858 0.014626517165838022 favorable RTN2 -0.08113356087546962 -0.23893367583235403 0.07666655408141478 0.31358730191851875 0.5856376958857944 not prognostic THRSP -0.06035001532522877 -0.268061492982708 0.14736146233225045 0.5690424459659935 0.7787583336492724 not prognostic MSH6 0.2503744190653125 0.042724473178124 0.458024364952501 0.018116360482803785 0.12068138050784397 not prognostic CACNA2D2 0.013661440145551023 -0.25256070291195054 0.2798835832030526 0.9198859388245494 0.9674308481494409 not prognostic ABCC4 -0.06609463952180307 -0.22812039639290532 0.09593111734929917 0.42398795317871474 0.6734014803634971 not prognostic TSPO 0.06506743228704201 -0.0683784675549777 0.19851333212906172 0.3392405714897636 0.6081739760808678 not prognostic HMOX1 -0.0026592049894714463 -0.1982672081786822 0.1929487981997393 0.9787430003969179 0.9917028160427348 not prognostic NDUFA7 -0.08484664963888375 -0.32657295418662924 0.15687965490886174 0.49148227208245143 0.7239619582024001 not prognostic IGHV3-72 0.1264690070630032 -0.03629158237335503 0.2892295964993614 0.12777358356224075 0.3599612629429646 not prognostic SLC2A3;SLC2A14 0.2287763239017052 0.10878579662331128 0.3487668511800991 0.00018629831956686806 0.01401620886623672 unfavorable IGHV4-61 0.08175624193033157 -0.0908443521693687 0.25435683603003184 0.35320943732746524 0.6195697673183379 not prognostic MMACHC -0.09219990736403126 -0.27243248007798354 0.088032665349921 0.3160342913335538 0.58824428488759 not prognostic TPD52 0.06303035111087232 -0.11957637359604453 0.24563707581778918 0.4987101466610676 0.7284959933197158 not prognostic ADK -0.1338516542702527 -0.38129460991050923 0.11359130137000384 0.2890436949726705 0.5626893240031136 not prognostic EML1 -0.0570453352722952 -0.3422185355042055 0.22812786495961507 0.6950092239029528 0.8560211282986844 not prognostic S100A11 0.14510305912184945 0.003923288887565712 0.2862828293561332 0.04396440330530879 0.19869424674024716 not prognostic TUBB1 0.18044142470994667 0.016224074238673725 0.3446587751812196 0.03127145497009654 0.16296468937559622 not prognostic GAMT -0.2258898199279165 -0.4406823207177243 -0.011097319138108713 0.039281473381433785 0.18558682384378716 not prognostic MRPL52 -0.2412571086470973 -0.3928461163679207 -0.08966810092627386 0.0018126645968622752 0.036306009252143064 favorable PLA2G16 -0.1468468296613679 -0.344620556184825 0.05092689686208923 0.1455940718154517 0.3864523347061189 not prognostic MRPL9 -0.13972600500000934 -0.3334318185272345 0.053979808527215845 0.15742570027599811 0.40500928004914116 not prognostic PNMA2 -0.31429771343499796 -0.47787954807637606 -0.15071587879361986 0.0001660340132653953 0.012926108876218123 favorable GNAI1 0.10032665206555952 -0.09521625315636173 0.29586955728748077 0.31461127429736196 0.5868155705800587 not prognostic LPCAT1 0.2739693270315098 0.12039800763982517 0.4275406464231944 0.00047131366170969296 0.02009367244422324 unfavorable PLAT 0.06859899773008822 -0.1045264974397228 0.24172449289989922 0.43738694275689294 0.6847220315618924 not prognostic ENTPD8 -0.13764892194464326 -0.36256952628876365 0.08727168239947714 0.23034280307273464 0.4954971446204212 not prognostic SPTBN5 -0.08660024719608918 -0.28416855072928965 0.11096805633711128 0.39027854542925355 0.6481476195934163 not prognostic PRKAB2 -0.2345457853471858 -0.4577388325741709 -0.011352738120200684 0.03943127007551382 0.18600008481879624 not prognostic SDHD -0.09624685390869984 -0.279183518198244 0.08668981038084429 0.3024570897002489 0.5763938535730797 not prognostic NUF2 0.29332581343308123 0.08259154015193257 0.5040600867142299 0.006369675754799105 0.06821496056545023 not prognostic PECR -0.1452916032811073 -0.29879854506094394 0.00821533849872938 0.06358605704157703 0.24401456009140127 not prognostic IGHV5-51 0.08921081227946201 -0.07957371097139629 0.2579953355303203 0.3002319591613183 0.5736185937625442 not prognostic EPHX1 -0.19120990264094723 -0.3336887872826073 -0.04873101799928711 0.008530547624714236 0.08090465347888406 not prognostic APOC2 -0.2021917744061833 -0.3578152928107745 -0.04656825600159209 0.010882262174600704 0.093233390669091 not prognostic CNDP1 -0.07775438141686727 -0.3289512029399697 0.1734424401062352 0.5440640914312042 0.760263120116056 not prognostic TMEM65 0.19733730999304222 0.01810843565108272 0.3765661843350017 0.03092865187116248 0.16164869830853337 not prognostic IGHA1 0.06203601083821714 -0.10283267891839876 0.22690470059483303 0.4608268669309076 0.7028591038556075 not prognostic FADS6 0.0219275356587948 -0.11921122908214715 0.16306630039973674 0.7607446919797568 0.8873042245042683 not prognostic DDX21 0.35924016791696634 0.10910175341134115 0.6093785824225915 0.00488026314186362 0.06051661483255538 not prognostic HSPA2 0.14290588977531998 -0.03257034909438683 0.3183821286450268 0.11045022164403086 0.3321668909570065 not prognostic PTPRCAP -0.06943103302390388 -0.230306178091115 0.09144411204330724 0.3976153334512379 0.6541437119421045 not prognostic ACSS3 -0.2117588080089597 -0.35829759903861225 -0.06522001697930715 0.004621661798694111 0.05885880239503325 not prognostic COL6A3 0.026379773531432497 -0.12578759462476677 0.17854714168763178 0.7340223208953268 0.8755264906709115 not prognostic GNB2 0.009014267231807097 -0.21231775345561887 0.23034628791923306 0.9363771213506773 0.9753792166902402 not prognostic ANXA2;ANXA2P2 0.02008144218008045 -0.1801212188371704 0.2202841031973313 0.8441442440960183 0.9294826487998589 not prognostic MAGEA6;MAGEA2 0.007967938355734148 -0.19315130334032998 0.20908718005179827 0.9381066141550797 0.9763855517938187 not prognostic MAOB -0.24130006990868594 -0.3755756725615508 -0.1070244672558211 0.0004280542561029889 0.019754483272629172 favorable CERS4 -0.11678921473447014 -0.31186758812868726 0.07828915865974699 0.24064018089752703 0.5078857943365298 not prognostic PAFAH2 -0.22563849378596243 -0.41627712260498195 -0.034999864966942906 0.020351747289611127 0.13005652639820728 not prognostic GLUD2 -0.04189396692907364 -0.17995158393424732 0.09616365007610002 0.5520062425817636 0.7666943670236627 not prognostic ENDOG 0.013277059102665002 -0.18436186464990956 0.21091598285523955 0.8952475543782507 0.954298291981007 not prognostic BOK -0.44771515088544145 -0.6987111176447824 -0.1967191841261004 0.00047212180373917823 0.019938238249419163 favorable FBLN1 0.06920513552176158 -0.1206045643241942 0.25901483536771736 0.4748511594167356 0.7128340761666723 not prognostic CKAP4 0.16423256581445536 -0.03420963036188085 0.36267476199079157 0.1047853605846677 0.3228297774654267 not prognostic VMA21 0.1666926482710652 -0.006831960935922032 0.3402172574780524 0.05972790452184029 0.236821934979644 not prognostic TPM2 0.10191167512838589 -0.06198721729122053 0.2658105675479923 0.22295892894516325 0.487698825029574 not prognostic SLC35C1 0.03455537021857455 -0.11915694255878106 0.18826768299593016 0.6594948958794602 0.8343164904350441 not prognostic ASGR2 -0.051611830227554716 -0.2493496209999066 0.14612596054479715 0.6089498378297362 0.8048313991865409 not prognostic GJB2 -0.27966665294112175 -0.5664557762614573 0.007122470379213819 0.05596759935054956 0.22828151115511172 not prognostic TPM1 -0.154357914972679 -0.3230907998955793 0.014374969950221334 0.0729749222867582 0.2637644243977982 not prognostic TTC38 -0.11163062126347757 -0.3235317290149716 0.1002704864880165 0.3018288806178008 0.5755642104730927 not prognostic C6orf120 -0.04490998474782712 -0.33887171047954945 0.24905174098389518 0.7646093974947905 0.8893787106367232 not prognostic TNS2 -0.056237637388404184 -0.39652798003800954 0.28405270526120113 0.7460055077285366 0.8807842952253182 not prognostic PAIP2B -0.03429371770415869 -0.23190331050512947 0.16331587509681206 0.7337529112738028 0.8754384081335763 not prognostic LYRM5 -0.2526346658500831 -0.4357735644669002 -0.06949576723326598 0.006856968209331027 0.07138422834667521 not prognostic SELM 0.02030845134443732 -0.1205854864276518 0.16120238911652643 0.7775530955222323 0.8960526276497034 not prognostic C2orf88 -0.04157492872707133 -0.28273767381806836 0.1995878163639257 0.7354495741284424 0.8753629403312875 not prognostic RGS10 0.1275771609286635 -0.04847527464810983 0.30362959650543686 0.15552140844914067 0.4023066078720475 not prognostic NAMPT -0.08187984965756814 -0.22107772629405903 0.05731802697892274 0.24895047537837958 0.5179766688502515 not prognostic AMZ2 -0.024917948447213012 -0.21351024894102563 0.1636743520465996 0.7956643875113338 0.9063083029756961 not prognostic VSNL1 0.059961929308076506 -0.080469297092155 0.200393155708308 0.4026634775120477 0.6583356673055812 not prognostic IL16 -0.07481767461273833 -0.2782688864737071 0.12863353724823046 0.4710558219914732 0.7099937330453973 not prognostic LIG1 0.25256781011279666 0.04449228434406746 0.46064333588152584 0.01735692948131588 0.11835231503901071 not prognostic DUT -0.1863867075568875 -0.3753352717898386 0.0025618566760635952 0.05318819214459748 0.22220899872635616 not prognostic ENG -0.012930417186359715 -0.2126503426079104 0.186789508235191 0.8990247244574726 0.9553671641623445 not prognostic RILP -0.2642694188993254 -0.505062935295838 -0.02347590250281284 0.03147236816420071 0.16344090033299824 not prognostic IVD -0.40810611821526155 -0.6158267881473838 -0.2003854482831393 0.00011777303872529004 0.011461108866386106 favorable SLC39A5 -0.1467863292344225 -0.3284970728025296 0.03492441433368462 0.11336150518065567 0.3376332521232236 not prognostic CD5 -0.1326979152536506 -0.3213015497394262 0.055905719232125006 0.16789684188085308 0.41836360293884706 not prognostic MYO9A -0.09416824547729838 -0.38308787216838225 0.19475138121378546 0.5229428874707479 0.7457642038110235 not prognostic LGALS2 0.03548957631322023 -0.14748035454727623 0.21845950717371668 0.7038248544744079 0.8606041958630666 not prognostic AIG1 -0.076302937372241 -0.24154160980038358 0.08893573505590158 0.3654332928648001 0.6288149665613214 not prognostic SMCO4 -0.24211027678203031 -0.48961404054208163 0.005393486978021 0.055205751999085825 0.22724464259669672 not prognostic CD5L 0.12656862538611494 -0.049548666798766156 0.30268591757099605 0.15896838088642362 0.40722286525783996 not prognostic LACTB2 -0.1665712349627278 -0.3586530510569502 0.025510581131494597 0.08919505233955198 0.2933737338706866 not prognostic DCD -0.12878856626229354 -0.3336556884170644 0.07607855589247733 0.21790412844400187 0.48134607993070533 not prognostic SLC25A16 -0.4077648409499177 -0.6492291486263125 -0.16630053327352287 0.0009335459388361962 0.026118864970001453 favorable RAB17 -0.16948541556518693 -0.36421062516115826 0.025239794030784413 0.08802328067304485 0.2913391615030575 not prognostic SSBP1 -0.19059714772405106 -0.42921544417789564 0.04802114872979352 0.11745923522272046 0.34445218897773217 not prognostic ACO1 -0.2180587692425026 -0.44151960411455876 0.005402065629553587 0.05580149194783702 0.22801951502007523 not prognostic PARP1 0.3848553224887192 0.12024938993345474 0.6494612550439836 0.004362806310466934 0.05761092167789153 not prognostic PNPLA7 -0.1411614316221497 -0.39078246011028656 0.10845959686598716 0.2677040225471674 0.5409059160155246 not prognostic IMPA2 0.10894393031401531 -0.038484793648986826 0.25637265427701744 0.14752338593541803 0.38926521493657457 not prognostic HNMT -0.24200640411429247 -0.4477712057487901 -0.036241602479794854 0.021156785437213693 0.13273770148519565 not prognostic LSP1 0.053888684086082515 -0.1073194559427601 0.21509682411492514 0.5123537432534612 0.7384261209511007 not prognostic NBR1 -0.022836556593553572 -0.16982730126869983 0.12415418808159268 0.760746232508917 0.887190441533455 not prognostic RBP7 -0.19224723082322506 -0.37216434992631753 -0.01233011172013257 0.036234636973930485 0.17592662951605187 not prognostic MACROD1 -0.12025429922708103 -0.29507010486167273 0.0545615064075107 0.17758040546402765 0.4313286408354421 not prognostic IGFALS 0.15534958724680079 -0.04821897566050953 0.3589181501541111 0.13472916539415097 0.37091950116046546 not prognostic ENOSF1 -0.04497291183077335 -0.24034969623551058 0.1504038725739639 0.651877565800702 0.830429687907468 not prognostic TESC 0.1877638451783094 0.020627057924757053 0.35490063243186176 0.027675804752854458 0.15164105260239044 not prognostic C2orf54 0.04964613934821503 -0.1013137895164453 0.20060606821287535 0.519204147594928 0.7431550333201263 not prognostic IGLV4-69 0.05579863840263756 -0.13117126177079141 0.24276853857606656 0.5585983175353808 0.771779434705905 not prognostic TMEM176A -0.04092003370041974 -0.20082454624286328 0.11898447884202379 0.6159766884109396 0.8085089123798771 not prognostic NCF1;NCF1B;NCF1C 0.15099335406361544 0.008972617614282419 0.29301409051294847 0.03717918014464519 0.17905605155191412 not prognostic MAD2L1 0.5070764448617945 0.22184999441163727 0.7923028953119517 0.0004931866520496358 0.020254587595414632 unfavorable SLCO2A1 -0.21264953960681218 -0.36324309218038353 -0.062055987033240806 0.005646758546065467 0.06498127154617497 not prognostic GAS2 -0.19149664654915943 -0.396704279002047 0.013710985903728157 0.06739831564651154 0.2525814650411125 not prognostic CBR1 -0.23655803694609143 -0.39982231308278493 -0.0732937608093979 0.004513546393214084 0.0581435695804974 not prognostic CSRP2 -0.22707140268571274 -0.4124556268334234 -0.04168717853800205 0.016363778567694807 0.11436761086383421 not prognostic ALDH3A2 -0.12845557527315488 -0.2787937010654167 0.021882550519106952 0.09399697002735687 0.30304460664563415 not prognostic SPN -0.04211378990339309 -0.20115590359480157 0.11692832378801538 0.6037666410246006 0.8033173929399985 not prognostic GALT -0.11646803361244948 -0.35202204757298416 0.11908598034808524 0.33250004976813374 0.6026058594279557 not prognostic CFP 0.0642895071907278 -0.13404369460851567 0.26262270898997125 0.5252195056108154 0.7467508708485994 not prognostic C11orf54 -0.28472384735770384 -0.48589619449346777 -0.08355150022193988 0.0055374728024249155 0.06430219714670592 not prognostic HLA-DQB1 -0.22927157480104607 -0.412087513301787 -0.046455636300305136 0.013970795534868748 0.10528664345427602 not prognostic TFR2 -0.3607043618989831 -0.5532495631006498 -0.16815916069731635 0.000240945632995374 0.014877146566948852 favorable LRG1 0.20551346158528777 0.06147268127558353 0.349554241894992 0.005167168648481044 0.06234725190006844 not prognostic NIPSNAP3A -0.3556207749429615 -0.5650762083268576 -0.14616534155906544 0.0008756751117272557 0.02520874365046341 favorable MYH10 -0.03428511216075457 -0.2191592274053229 0.15058900308381373 0.7162482022530121 0.866680653435764 not prognostic SCLY -0.2410685488391481 -0.4468005494119837 -0.035336548266312495 0.021641165415458824 0.1340853660654691 not prognostic SLC13A3 -0.0446943736854726 -0.22105665395675964 0.13166790658581443 0.6193997501366661 0.810151345942085 not prognostic TMEM97 0.10178504487606048 -0.04380911204436906 0.24737920179649003 0.17062038798833412 0.42186256107692777 not prognostic PLEK 0.14314006519725866 -0.011911221905491126 0.2981913523000085 0.0703893100589254 0.2577486678763023 not prognostic PRKCB 0.03234760468568479 -0.14629442893523945 0.21098963830660902 0.722664162748903 0.8698591353980814 not prognostic COL6A1 0.019942700382017033 -0.14139595235696514 0.18128135312099922 0.808573555546044 0.912652425971222 not prognostic CYGB 0.07280699471679002 -0.19280749515361068 0.33842148458719074 0.5911009111919144 0.7938983585210336 not prognostic DIO1 -0.26634612386882667 -0.46415746069712105 -0.06853478704053231 0.008314516282811098 0.07961482810696018 not prognostic ALDH4A1 -0.3347514202713027 -0.5213296800001715 -0.1481731605424339 0.00043729186922984216 0.019873472615303433 favorable FGL2 0.06949129562885 -0.09542319722311914 0.2344057884808191 0.4088692245824429 0.6636341855849549 not prognostic GP1BA 0.14441959985568625 -0.07504771361829768 0.36388691332967016 0.19713866515358786 0.4560678214780548 not prognostic MMP2 0.21460788716198606 0.04025299481508984 0.38896277950888225 0.015845394160427188 0.11303889555243396 not prognostic CPT2 -0.3348414362106518 -0.5185998463750283 -0.15108302604627538 0.0003550606367891897 0.017758982576388912 favorable CLEC3B -0.09863177775593794 -0.2582375013878125 0.060973945875936617 0.2258180913635042 0.4898835405809191 not prognostic SYNGR1 0.17738024560159932 0.040814891701195205 0.3139455995020034 0.010904864169161463 0.0932485662908334 not prognostic HINT2 -0.3102371533644362 -0.4921415584437667 -0.12833274828510569 0.0008296459737562439 0.02459543179814454 favorable MROH1 -0.10345290599630935 -0.300362511319914 0.0934566993272953 0.303136191649278 0.5774421965608482 not prognostic GEMIN8 0.11763312020682853 -0.07182517026228985 0.3070914106759469 0.22363245377435623 0.48845605236443307 not prognostic PHKB -0.1069398263299293 -0.4172112126276374 0.20333155996777882 0.4993379137446786 0.7290561548852099 not prognostic GK2 0.13173809514949433 -0.01850917499580662 0.2819853652947953 0.08570304295326558 0.28684087609741565 not prognostic SGCB -0.058375187595512815 -0.3121221062891165 0.19537173109809092 0.6520650899333722 0.8301960679996419 not prognostic PTX3 0.1859990646514845 0.04122701344611773 0.33077111585685126 0.011798758200643564 0.09655784476267078 not prognostic MATN2 -0.07191622038903331 -0.2444173462237323 0.10058490544566567 0.4138628956733472 0.6667832472491412 not prognostic MRPS36 -0.39997674638197345 -0.6263161545404429 -0.173637338223504 0.0005330785956689478 0.0205717787371728 favorable AACS 0.26308625725736623 0.07480400512741653 0.45136850938731593 0.006169161298445359 0.06768688860904572 not prognostic DBT -0.3457685700432127 -0.569466199859683 -0.12207094022674231 0.0024495174506015717 0.04258355288395315 favorable SLC3A1 0.026819325245835864 -0.13366110307413437 0.18729975356580608 0.7432540654537418 0.8792750591975886 not prognostic C1QC 0.121776308414259 -0.06570925617308786 0.30926187300160585 0.20300279678855712 0.46328932950495844 not prognostic HSD17B10 -0.2344230186666078 -0.4191220135434729 -0.04972402378974275 0.012860152976462801 0.10073223936856646 not prognostic TTC39B -0.16453807771199716 -0.3881295758672462 0.0590534204432519 0.14921436946902425 0.39141993842841316 not prognostic NEBL -0.02433433699795819 -0.20992309593577818 0.16125442193986178 0.797186621912082 0.9074649492662263 not prognostic SMPDL3B 0.097262371619594 -0.07134689612279255 0.26587163936198055 0.25822072211611646 0.5281814313697946 not prognostic SLC40A1 -0.0917779310230395 -0.3643321582692618 0.1807762962231828 0.5092640728673673 0.7368198520332159 not prognostic TRBC1;TRBC2 -0.07635988544500671 -0.26391385477229673 0.1111940838822833 0.42488732894875725 0.6739929581995435 not prognostic LCP1 -0.003248610996000698 -0.16092938606120266 0.15443216406920124 0.9677901200489315 0.9893383129479429 not prognostic CIB1 0.08465337159080066 -0.04282603874607807 0.2121327819276794 0.19307902772217242 0.4512233190280892 not prognostic ITGA6 -0.15251043880943968 -0.4000762934301274 0.09505541581124802 0.22727198700803602 0.4917269453076236 not prognostic MX2 -0.014946784127269873 -0.1766994850382718 0.14680591678373203 0.8562806196919456 0.9353685197781831 not prognostic DDO -0.06518378168251564 -0.21256945299697283 0.08220188963194157 0.38603686118558445 0.6444504975190262 not prognostic APOM 0.0678231791835648 -0.10150405581918738 0.237150414186317 0.4324220283468694 0.6808783714016042 not prognostic AGMO -0.2560042433087004 -0.45361755469403897 -0.058390931923361894 0.011113943753718202 0.094226456843787 not prognostic ABCA6 -0.26819671019243396 -0.4436994384421262 -0.09269398194274167 0.0027431556515316413 0.04581991147045296 favorable AIF1 0.05710376471985001 -0.11381579234131581 0.22802332178101584 0.5125844890435121 0.7385209093026334 not prognostic PTER -0.05972317366989412 -0.2787166544453674 0.1592703071055792 0.5929853720788862 0.7952363745090276 not prognostic TSPAN6 0.02908235208328861 -0.16468238066872973 0.22284708483530694 0.7686256719852774 0.8917332695716197 not prognostic APOF 0.0855019200464415 -0.06737791631968373 0.23838175641256673 0.27300898296084514 0.5463230720716241 not prognostic MINA -0.068272627048853 -0.26516627565000145 0.12862102155229543 0.4967482270481306 0.727529343491234 not prognostic COL6A2 0.038025251304475115 -0.1274577112255498 0.20350821383450005 0.6524455843816217 0.8303262710687505 not prognostic GALK1 -0.1998432131911835 -0.3764253966697048 -0.023261029712662196 0.026544710771441393 0.1486271391724295 not prognostic ITGB3 0.1209091264218445 -0.05481590626434059 0.2966341591080296 0.17747507478145624 0.4314239328043382 not prognostic SOD1 -0.4232012206547764 -0.6292584934539511 -0.21714394785560165 5.6883000310056604e-05 0.009985754936783074 favorable B2M -0.16419571202642327 -0.3477716587384684 0.01938023468562186 0.0795935477900582 0.2740773205247658 not prognostic GPC6 0.039410385762673514 -0.10960741455097965 0.18842818607632666 0.604216153474847 0.8035572225282688 not prognostic DCTPP1 0.1234121078493324 -0.051466304826206954 0.29829052052487176 0.16661850880495266 0.4177360709411205 not prognostic RFC4 0.3396423719227455 0.08602819076388002 0.593256553081611 0.008669956222151932 0.08179359120856294 not prognostic UAP1L1 0.21699674884182776 0.06642937492590745 0.3675641227577481 0.0047326716125242795 0.05959438670454272 not prognostic COBLL1 -0.20277775257766417 -0.4089334098653064 0.0033779047099780635 0.053873841957716107 0.22350903941030226 not prognostic NAPRT -0.2790365200281339 -0.4696365611983321 -0.08843647885793571 0.004112938472097294 0.056390716907637174 not prognostic SERPINB10 0.14500994278525195 -0.011649802151959099 0.301669687722463 0.06964482219120367 0.25659674612257055 not prognostic KLHDC7A -0.17919358872811947 -0.4053293590236583 0.04694218156741936 0.1203976455016431 0.3482779063574187 not prognostic SPHK2 -0.22518812629711213 -0.46255875947855785 0.012182506884333616 0.06297424381337703 0.24249823864996325 not prognostic GPX8 0.09109294463093959 -0.06680153635651151 0.24898742561839068 0.2581611130694206 0.5283009017852622 not prognostic SCML2 -0.056598575718754984 -0.28460217907513713 0.17140502763762716 0.6265896471336876 0.8149124216716886 not prognostic OBSCN -0.005051803815224089 -0.166012654514209 0.15590904688376084 0.9509498267155385 0.9821033335545295 not prognostic ACSS1 0.08209522918177488 -0.072200300341687 0.23639075870523674 0.297027978687499 0.5707858967995662 not prognostic TCL1A -0.1844302970316686 -0.491739068025993 0.1228784739626558 0.23948875248867302 0.5071293285314782 not prognostic NAALADL2 -0.025389160069380204 -0.21317308932362755 0.16239476918486717 0.7910131618012837 0.9031935770446234 not prognostic SELO -0.0780237085714732 -0.3418989694078193 0.18585155226487285 0.5622315364441889 0.7751245681836808 not prognostic POLA1 0.12286810155439545 -0.04112713323528017 0.2868633363440711 0.14198492287200296 0.3810524623720152 not prognostic CD59 -0.0363055084307755 -0.217448313135914 0.14483729627436304 0.6944484666172239 0.8556836115639975 not prognostic ATP2A3 0.07967556876295932 -0.0799109107619624 0.23926204828788106 0.32780889288406556 0.5991982478544383 not prognostic PALM 0.03679768079032601 -0.18064302654806313 0.2542383881287152 0.7401260584835303 0.8776620664374897 not prognostic LRRC45 -0.09786830746208096 -0.27962598231156144 0.08388936738739951 0.2912642860825241 0.5657819816222257 not prognostic VIPR1 -0.11777402308661548 -0.4039807826817406 0.1684327365085096 0.41994032632423806 0.6709003821521954 not prognostic RNASE1 0.2104107962378671 0.0272419450739661 0.3935796474017681 0.024356334391974495 0.1431794233823688 not prognostic ITIH5 0.04008320335467515 -0.15668197949811763 0.23684838620746795 0.689697263609504 0.8532347106668355 not prognostic DBN1 0.2576563657703278 0.07553435343756959 0.439778378103086 0.005556756345837055 0.06444253829569839 not prognostic FLNA 0.019457354285819878 -0.14933560882382205 0.1882503173954618 0.821254392267171 0.9174807304676793 not prognostic CEACAM6 0.22534556645629897 0.08923442333498297 0.361456709577615 0.0011748537068306433 0.028976488256900135 unfavorable APOBEC3C 0.013091399559422288 -0.20913591993070407 0.23531871904954865 0.9080794347693405 0.9602025722794266 not prognostic CYBA 0.22387998836525302 0.04210942259733605 0.40565055413316997 0.01577785050323937 0.1126468066630798 not prognostic CD4 0.046370543203873266 -0.19411668642346888 0.2868577728312154 0.7054910723467513 0.8615825359051241 not prognostic PALLD -0.005565092549381503 -0.165629365499718 0.15449918040095498 0.9456711980041081 0.9789101902798913 not prognostic STAT1 -0.17089834003630255 -0.38461990984488076 0.04282322977227565 0.11705685650976554 0.343722543893713 not prognostic TRPM7 -0.1749163246879679 -0.42230461231034144 0.07247196293440566 0.16580920752921363 0.4162899144725321 not prognostic COA4 -0.09988778961422158 -0.2605039879517827 0.06072840872333955 0.22287887411165652 0.4876428543308067 not prognostic NDUFA4 -0.21368168695023365 -0.42975309537389916 0.002389721473431833 0.05258821271755934 0.22156342045191002 not prognostic DCDC2 0.16650594703887608 -0.00016855200131188353 0.33318044607906405 0.050232131602987846 0.2156970140247243 not prognostic XAF1 -0.22628689833692014 -0.44076121792975637 -0.011812578744083924 0.03864823226698856 0.18336916983908244 not prognostic GP1BB 0.15196492332021044 -0.023044485276268595 0.32697433191668945 0.08877704682885544 0.29232103724117053 not prognostic CRELD1 -0.05776145694640079 -0.2631509831845652 0.14762806929176364 0.5814976865470654 0.7878554460738311 not prognostic USH1C 0.05725926991758215 -0.10094471913134953 0.21546325896651383 0.47809120110535863 0.7155383690231154 not prognostic IGHV1-3 0.102338245266484 -0.08890737088445466 0.29358386141742265 0.294268076724016 0.5682877676682733 not prognostic CIAO1 0.13579736765864217 -0.1363176044413084 0.40791233975859276 0.32802069589265015 0.5994630108852615 not prognostic FADS1 0.14554767224058285 -0.015345827674975249 0.306441172156141 0.07622456650213699 0.26888831516691586 not prognostic DECR2 -0.21332084316371464 -0.36972077318817476 -0.056920913139254514 0.00751130041013074 0.07522222882762922 not prognostic DHCR7 -0.0056723857918238845 -0.152909764031913 0.14156499244826523 0.9398101440987552 0.9770227845002503 not prognostic MAGIX 0.1736651149561521 -0.043142794176973615 0.39047302408927786 0.11642696532903567 0.34333683155166544 not prognostic PHKA2 -0.15891130027136058 -0.48174249347724263 0.16391989293452147 0.33465602924367754 0.6040676269795655 not prognostic LIMK2 -0.09406781957336044 -0.3035063596628884 0.11537072051616751 0.37869476556629544 0.6399498369413067 not prognostic CSRP1 -0.16060669951590426 -0.3319310561099092 0.010717657078100684 0.06615777790749536 0.2502368338005095 not prognostic PRDX4 0.127233375534059 -0.10585515398804518 0.3603219050561632 0.28468090197699436 0.5575909243929185 not prognostic GDPD1 0.03837940321130807 -0.14031717685346112 0.21707598327607724 0.673791909186388 0.8445273642651171 not prognostic 43161 -0.2972617108091131 -0.48057752759541716 -0.11394589402280908 0.0014817041175270512 0.033669281635075356 favorable TIE1 -0.09904554552529814 -0.3355974477638554 0.13750635671325917 0.411847143626503 0.6653315548336487 not prognostic WISP2 0.029254571405506215 -0.1705068875121214 0.22901603032313383 0.7740879130375291 0.8950547701698305 not prognostic DNAJC9 0.22905989660745163 0.038871907856333876 0.4192478853585694 0.018247627806595702 0.12128508667591041 not prognostic CDIP1 0.07740137609581227 -0.2029332534229903 0.3577360056146148 0.5884021697741009 0.7916989218496431 not prognostic TPPP3 0.08218590076698273 -0.08806300184375024 0.25243480337771573 0.3440708672071885 0.6121753724375911 not prognostic CCL5 -0.015433817491888817 -0.2460259372345662 0.21515830225078855 0.8956306796736042 0.9543658027990691 not prognostic SLC22A18 -0.14993808966285935 -0.29016583724869693 -0.00971034207702176 0.0361101000237714 0.17560767273917727 not prognostic TMEM106B 0.18235165587921015 -0.03917694959257079 0.4038802613509911 0.1066689771422886 0.32660990162616615 not prognostic STX10 0.22200684730044523 -0.024127185815133623 0.4681408804160241 0.07708776720239431 0.2701239842516776 not prognostic SARG 0.06079763530055995 -0.10821276817209557 0.22980803877321548 0.4807776827427883 0.7176396454811911 not prognostic CMTM6 -0.17130891409925486 -0.409919077487674 0.06730124928916428 0.15938414384844188 0.40747179893635066 not prognostic HOMER1 0.00924227548897739 -0.16718745873451982 0.18567200971247458 0.9182226967262824 0.9662491541831696 not prognostic TMEM53 -0.3281609603418136 -0.5856570248157341 -0.07066489586789304 0.01249529959364428 0.09926390174081387 not prognostic FRRS1 0.1957638214901252 -7.282595931482061e-05 0.39160046893956524 0.05008525667984408 0.21516953121623994 not prognostic MRPL12 -0.06737120064602856 -0.3056108642750007 0.17086846298294361 0.5794054853216521 0.7860914244710944 not prognostic ANP32E 0.30195280512896205 0.07058549628020772 0.5333201139777164 0.010530351179939779 0.0915322661300979 not prognostic CERS2 0.05489305030347351 -0.13674107285031545 0.2465271734572625 0.5745070841386453 0.7826478886630084 not prognostic GBP1 -0.1482990320186949 -0.3576965909668517 0.06109852692946188 0.165112397950741 0.4152391288912877 not prognostic RHOC 0.07557783423185135 -0.14591912321021583 0.29707479167391854 0.5036441856644196 0.7317634524916502 not prognostic RBKS -0.32667053267607077 -0.5258722073641029 -0.12746885798803867 0.0013083493033736783 0.0309884955373136 favorable CAB39L -0.2672819011814887 -0.4541106750669603 -0.08045312729601711 0.005047707962106276 0.061402349707523764 not prognostic CD82 -0.22117282206172106 -0.4944053521949724 0.052059708071530264 0.11261982951976515 0.3356475811219898 not prognostic CPD 0.24839341309001273 0.033165311336486925 0.46362151484353853 0.023698500618113006 0.14107225800130702 not prognostic TOMM40L -0.18783899821457964 -0.3820958209385784 0.006417824509419107 0.05806445060391228 0.2322837472103783 not prognostic PCOLCE 0.05614210981487166 -0.08726478728380146 0.1995490069135448 0.4429015058453899 0.6886587672514373 not prognostic SDHC -0.3629815930125201 -0.5947645102670236 -0.13119867575801653 0.002145004656432534 0.03976030370401755 favorable ENAH 0.20884823170204028 -0.04542930653704605 0.46312576994112664 0.10744235716700598 0.3275217649697666 not prognostic C21orf33 -0.24636327106584638 -0.4627695894271785 -0.02995695270451429 0.025662572830466752 0.14662221732684674 not prognostic TRIQK -0.04727987874370552 -0.2115556445719214 0.11699588708451036 0.5726906347726604 0.7812432200395594 not prognostic DDT;DDTL -0.13378610128459043 -0.33327591632499975 0.0657037137558189 0.1887006255535836 0.4454090958558487 not prognostic MTHFS -0.333692118236188 -0.5243937445287167 -0.1429904919436593 0.0006045389726388999 0.021393033288680124 favorable COX7A2 -0.13440971277470778 -0.33711660953279377 0.06829718398337817 0.19373756988513574 0.4520543297319834 not prognostic CD55 0.12048470291200414 -0.06246591919453856 0.30343532501854686 0.19678627990180464 0.4554879948192495 not prognostic SLC22A3 -0.06341573604117974 -0.22581312715530316 0.09898165507294367 0.4440568696949906 0.6892581751697731 not prognostic ISYNA1 0.055038691816280585 -0.1098958550034425 0.21997323863600365 0.5130857904942565 0.7387676233990156 not prognostic INCENP 0.08403847280135986 -0.12308742461353044 0.29116437021625013 0.42648069929734833 0.6756824811200071 not prognostic CCDC8 -0.10038986670572718 -0.3257356659102702 0.12495593249881583 0.38258171417076403 0.6427573816796492 not prognostic QPRT -0.010958019235164453 -0.20745556136453708 0.18553952289420816 0.9129639746937066 0.9633195598624343 not prognostic SORBS2 -0.4417334235088832 -0.6557724427231324 -0.22769440429463406 5.232962725897922e-05 0.010184938105426977 favorable PGAP1 0.008352365906372098 -0.1435289832643793 0.16023371507712347 0.9141672595576668 0.9640211395547456 not prognostic ELOVL7 0.082702653670793 -0.10234412351836687 0.2677494308599529 0.3810498766995879 0.6418700933379887 not prognostic HID1 0.10100447649937368 -0.05158835165746713 0.2535973046562145 0.19451342353805762 0.4528025691461856 not prognostic ZNF771 0.044972131665561216 -0.1597154052364106 0.24965966856753302 0.6667403930961595 0.8390956901026028 not prognostic STEAP1 -0.007027270697442237 -0.15120725651947609 0.1371527151245916 0.9238956065645777 0.9692567805920628 not prognostic ACOX1 -0.3193186270333537 -0.5040603699089863 -0.13457688415772104 0.0007047657249258303 0.023283275037863316 favorable PHLDA1 0.05248540038486827 -0.10895696915807909 0.21392776992781562 0.5240009654522424 0.7462033789874226 not prognostic NCAPH 0.23778094131534236 0.04701216440082984 0.4285497182298549 0.01456701535633293 0.10751730295568732 not prognostic CISD3 -0.3839798205360294 -0.5685287763468386 -0.1994308647252202 4.5429024472775025e-05 0.009683953716779875 favorable DHRS9 -0.103821838049791 -0.2847725040961516 0.07712882799656964 0.2607821335504031 0.5315989165930689 not prognostic AAMDC -0.006241527256393669 -0.16754698927628714 0.15506393476349978 0.9395475642844813 0.9770901780739877 not prognostic ITGAX -0.03971146003197314 -0.21978160554481027 0.14035868548086397 0.6655689606243833 0.8379748142975817 not prognostic EPN3 0.027882343275414376 -0.19055265188155995 0.24631733843238868 0.8024470129463633 0.9106741167332731 not prognostic IGHV3-74 0.049229116868429006 -0.14631493573567844 0.24477316947253647 0.6217088102807363 0.8119852630843811 not prognostic EVL -0.0597727188738958 -0.2300336215902758 0.11048818384248421 0.49140516219327623 0.7240866387617515 not prognostic SLC9A3R2 -0.4003373589904594 -0.6589226446413579 -0.1417520733395609 0.002410281926636863 0.04214698064292936 favorable ALOX5 0.11138334468947296 -0.045117387385793115 0.267884076764739 0.16303737746769575 0.41257027712500854 not prognostic SLC25A24 0.018075341380097167 -0.13674997961600197 0.1729006623761963 0.8190093828570568 0.9163447893925556 not prognostic HLA-DMB -0.0015588583547803663 -0.18825999959018075 0.18514228288062 0.9869434495579167 0.9956174314244538 not prognostic GATSL3 -0.2782223017074861 -0.49437408696603025 -0.062070516448941904 0.01164277090896002 0.09633801104243905 not prognostic LTBP3 0.02777619562935757 -0.14234449645771366 0.1978968877164288 0.748960659113534 0.8822953659267724 not prognostic TBXAS1 0.08945987021748524 -0.11175073309805215 0.2906704735330226 0.38352709449361955 0.6426573230397484 not prognostic FCGR3A 0.11687989757210902 -0.07978131359886985 0.3135411087430879 0.24408058451087233 0.5116491391069633 not prognostic RNF115 0.015302027984968209 -0.19383455470284716 0.2244386106727836 0.8859696089688456 0.9494955601027142 not prognostic CHST7 -0.03702560987094017 -0.24166004817022269 0.16760882842834235 0.722869174595498 0.8699889393942054 not prognostic ATP5F1 -0.20962610672422757 -0.4189413177896719 -0.00031089565878325565 0.04966068673935143 0.21416769189663457 not prognostic ERLIN2 -0.02555710528025937 -0.23164634165022144 0.1805321310897027 0.8079628413356035 0.9124232238241243 not prognostic APOA2 0.1542464256595195 -0.013110129850670615 0.3216029811697096 0.07085163136080315 0.2588064690221422 not prognostic FBLIM1 0.04957325368349009 -0.1271895302910979 0.22633603765807805 0.5825434381692483 0.7881987912844611 not prognostic DARS2 -0.02701479794363444 -0.24249030478949807 0.1884607089022292 0.8058939969302927 0.9114665177509994 not prognostic CLIC2 -0.13850211091067552 -0.3833390728874518 0.10633485106610074 0.26754480014384796 0.5409504506973511 not prognostic CD48 -0.022047072021912698 -0.1982863073709378 0.1541921633271124 0.8063120910255033 0.9114788069382993 not prognostic IGHV2-26 0.041931633311364666 -0.1744679679975542 0.2583312346202835 0.7041078702688308 0.8608326864013167 not prognostic SLC12A7 0.1166502821937333 -0.06877677950529992 0.3020773438927665 0.21757820921133397 0.4809821498935983 not prognostic ERRFI1 0.024715414552583304 -0.18751571858048646 0.23694654768565307 0.8194534815401113 0.9166125712429556 not prognostic COX7B -0.1742116637092952 -0.4006514622498929 0.05222813483130248 0.13158010645399867 0.36698962401328666 not prognostic 43344 -0.23561663760004187 -0.44874633784873463 -0.022486937351349073 0.030253440072849802 0.15998762490976037 not prognostic NXNL1 -0.07665933417710058 -0.28055700332992345 0.1272383349757223 0.4611910931386136 0.7026963677450659 not prognostic HCLS1 -0.016900475429934596 -0.20826495478185691 0.17446400392198774 0.8625763910878765 0.9386953238616456 not prognostic TUFT1 0.1310169354540993 -0.08461574515500833 0.3466496160632069 0.23370829331005555 0.4997349773119005 not prognostic SLC38A1 0.22267391163633152 0.06200516708769174 0.3833426561849713 0.006600572199173628 0.06993481999905503 not prognostic IGHV3-43 0.25805800513108895 0.07965618869972513 0.4364598215624528 0.004581342839312242 0.058679202346727466 not prognostic CHDH -0.3252802345398638 -0.4910445766430426 -0.15951589243668504 0.00012003846937459548 0.011555961465707025 favorable CFTR -0.1617582807018744 -0.3680697359049113 0.04455317450116256 0.1243649016238221 0.35392211196378875 not prognostic HBQ1 0.10117397466151251 -0.11512673610368801 0.31747468542671303 0.3592647659912924 0.6234730470866526 not prognostic GINS4 0.40316135255501107 0.11901854653455157 0.6873041585754706 0.005420314279763756 0.0637688222690209 not prognostic SOAT1 0.2467397485950372 0.10089588137799901 0.39258361581207535 0.00091354467938971 0.025639390327824686 unfavorable SSNA1 0.07463033595027181 -0.1219354347311598 0.2711961066317034 0.4567908035825119 0.7000424622516654 not prognostic GNL3 0.10792518003110577 -0.159171533502281 0.37502189356449256 0.4283849766256874 0.6772612918470386 not prognostic SHROOM3 -0.2239616201243141 -0.5594175682266875 0.1114943279780593 0.19069104203787252 0.44809892371786686 not prognostic OXNAD1 -0.24159806407937076 -0.44368504246724316 -0.03951108569149839 0.019120831157329793 0.12459155848003904 not prognostic BANP 0.051736287133737645 -0.16013924583579975 0.26361182010327505 0.63223117957356 0.8186817689791847 not prognostic NCBP2-AS2 -0.14632846395951052 -0.33936896993560917 0.04671204201658816 0.13736090393484152 0.3744799552157845 not prognostic NUDCD1 0.27899306611475294 0.02429673749081468 0.5336893947386911 0.03179848823193778 0.16418215982730042 not prognostic NDUFB3 -0.06827884742400239 -0.2840379626045726 0.1474802677565678 0.5350947616571926 0.7520727474280762 not prognostic MICU3 -0.2557846283149166 -0.4674535072202577 -0.044115749409575494 0.017862451759818893 0.11997189092697565 not prognostic CDKN2A 0.13407602495707702 -0.014029915285428157 0.28218196519958216 0.07601375229215351 0.26909890244035206 not prognostic AHSG 0.16126670404698185 -0.004959523794250437 0.32749293188821416 0.057238316233725245 0.23073149267921753 not prognostic COX10 0.041933349909705306 -0.20955818157494083 0.29342488139435147 0.7438178869455907 0.8792449883580504 not prognostic CDH11 0.08597015831863543 -0.08548327924893843 0.2574235958862093 0.3257231789499476 0.5979494814719871 not prognostic CHD3 0.11843402356738335 -0.06432608858077739 0.3011941357155441 0.20404355058789805 0.46389078425938324 not prognostic ESD -0.31070950474361786 -0.5244539871938859 -0.0969650222933498 0.00438430757528286 0.057471018625925976 not prognostic ABCB1 -0.06429609783414006 -0.19679404394902972 0.0682018482807496 0.3415565279587471 0.6098834453160475 not prognostic CRTAP 0.36156788782299826 0.1322352460408528 0.5909005296051437 0.0020009134310284373 0.03844244194849271 unfavorable SLC1A3 -0.01247840925600401 -0.2014275528472442 0.17647073433523616 0.8970109407338686 0.9550409028886105 not prognostic SERPINF1 0.049376470018863354 -0.10111619299867874 0.19986913303640547 0.5201839133387782 0.7433689666595501 not prognostic SCLT1 -0.2323601167457843 -0.5480092703931929 0.08328903690162429 0.1490778356252009 0.3912910766204702 not prognostic SH2D1A -0.07083222285693584 -0.28816872386022585 0.14650427814635414 0.5229708637810868 0.7455665833490558 not prognostic AQP11 -0.29502724726289564 -0.5376174726291478 -0.05243702189664351 0.017143319942927338 0.11752231504519789 not prognostic FAM13A -0.17658440519530147 -0.4153447675169353 0.06217595712633234 0.14717938313745346 0.3890454730527372 not prognostic TAP2 -0.004622724245597801 -0.18453153025052887 0.17528608175933325 0.959834777968918 0.9859340026566915 not prognostic MID1IP1 0.13921307073339143 -0.04213437369581419 0.32056051516259704 0.13243086164808257 0.3682153740171687 not prognostic NDUFA6 -0.25107366879794035 -0.48806790251372767 -0.014079435082153036 0.0378567679436783 0.18095656348091396 not prognostic AKR1A1 -0.3915239776831007 -0.6032575366289958 -0.17979041873720553 0.0002898141884275531 0.01642219258855622 favorable THSD4 -0.07175269962995919 -0.2072376145384029 0.06373221527848451 0.2992722357609367 0.5728852526764308 not prognostic TRMT6 0.25230456994981465 -0.020017146886297466 0.5246262867859268 0.06938635299166585 0.25596045254815997 not prognostic SEPSECS -0.2952989505633746 -0.5253207918606445 -0.06527710926610464 0.011863611163588816 0.09673489139126654 not prognostic MCEE -0.2715664986722109 -0.4751208378981784 -0.06801215944624339 0.008927115191726051 0.08325464824117014 not prognostic FAM3C 0.32923945419727396 0.08732784715649389 0.571151061238054 0.007641952419948629 0.07610500557931042 not prognostic PTPRC 0.030957556310435386 -0.13614986746025043 0.19806498008112122 0.7165347000915667 0.8666759213617666 not prognostic SDHB -0.3689517349907581 -0.6063039696679648 -0.13159950031355144 0.0023139749477380273 0.041517069553303726 favorable HACL1 -0.29763960649965415 -0.45713638436167836 -0.13814282863762994 0.00025466581093984127 0.015510360580574142 favorable GPSM1 0.03367888913979546 -0.16069087262235948 0.22804865090195042 0.7341522033831747 0.8754481455633408 not prognostic GSPT2 0.17801394152027064 0.015978393092902138 0.34004948994763917 0.031300068845591625 0.16292413742708248 not prognostic AKR1B1 0.01449965839075179 -0.13520740390933103 0.1642067206908346 0.8494427832789375 0.9321070276622537 not prognostic AKR1C1 -0.22600240253789955 -0.37268177547193715 -0.07932302960386198 0.0025286082555898443 0.04370391836350555 favorable SPG20 0.08126299633909076 -0.1860583222811966 0.34858431495937814 0.5513025842560253 0.7664304405037569 not prognostic PRAP1 -0.15533545640048568 -0.33041596771352966 0.019745054912558263 0.08204793408511933 0.2795187039056596 not prognostic BAG2 0.11523903406101972 -0.09266640380969383 0.3231444719317333 0.27731080677655656 0.5501359745336829 not prognostic CHML 0.3623545418569497 0.1133374784441348 0.6113716052697646 0.004344225390376401 0.057620518400059134 not prognostic GSTA4 -0.14422354725250744 -0.3232807847129591 0.034833690207944246 0.11441091161971309 0.3397415892972773 not prognostic IFIT1 -0.16297069172633177 -0.3399694871502683 0.014028103697604793 0.07113317524355701 0.259305911219693 not prognostic CCBL2 -0.2425790943234503 -0.4686564132916707 -0.016501775355229897 0.03546357082998725 0.17388025719653663 not prognostic PNP 0.2567133310840631 0.028656540582997603 0.48477012158512855 0.027366933041738997 0.1510580465614607 not prognostic PAFAH1B3 0.25478061753827497 0.07086451639964761 0.4386967186769023 0.006624463515527376 0.07002222178809515 not prognostic CLDN1 0.017765439270032487 -0.1493726672031949 0.18490354574325987 0.8349725261465148 0.9247289740957134 not prognostic NXN 0.14630374431177595 -0.04244736978563962 0.3350548584091915 0.12871299173386422 0.36158375117454855 not prognostic SIGLEC7 0.17390965440710446 -0.11444897552082187 0.46226828433503075 0.23718264140512352 0.5036755665322749 not prognostic KCTD21 -0.31246937624473275 -0.6198376772124299 -0.005101075277035683 0.04631715807292777 0.20569321241414798 not prognostic TES 0.08484380733081169 -0.10603878264620424 0.2757263973078276 0.38366242231009084 0.6426435298301671 not prognostic PVRL1 -0.03424011752809803 -0.2713113431793876 0.20283110812319155 0.7771178579374501 0.896012386621248 not prognostic BCKDK -0.2830322637949363 -0.5155497372000736 -0.05051479038979903 0.017043440121598648 0.11719655868561651 not prognostic TMEM173 -0.007056473020177801 -0.19692452738787397 0.18281158134751835 0.9419315796314132 0.9766199690144809 not prognostic BLMH 0.14722031951031359 0.026296073978048326 0.26814456504257883 0.017024604576739773 0.117157021349386 not prognostic PLCB2 -0.0009298565290422182 -0.2267664703634998 0.2249067573054154 0.9935611985953828 0.9976843215594956 not prognostic CADM1 -0.22740279587091258 -0.4024916870218722 -0.05231390471995295 0.0109099021050571 0.09320262742993914 not prognostic CD72 -0.058937662050161495 -0.2593722888570603 0.14149696475673731 0.5643948243771015 0.7765524608342078 not prognostic MTCH2 -0.24572695950691625 -0.47679665194508714 -0.014657267068745372 0.0371338981431191 0.17893422501364117 not prognostic RARRES2 -0.024985503110689138 -0.23466552650431663 0.18469452028293834 0.815334656617329 0.9156662293897324 not prognostic LYRM1 -0.34160581478195173 -0.5179427426872127 -0.16526888687669075 0.00014651212732406054 0.012860030156199158 favorable PHOX2B -0.24729681095106135 -0.5773120209079445 0.08271839900582187 0.14191458523684983 0.3812065051381688 not prognostic NDUFB8 -0.051371911747142444 -0.2854656204184865 0.18272179692420162 0.667112357851278 0.8393278442724131 not prognostic MXRA5 0.06494748533261675 -0.0832380701106795 0.213133040775913 0.39032808090616067 0.6481096640120283 not prognostic ELFN1 -0.19376041865984245 -0.3931745474502158 0.005653710130530898 0.05685864739342926 0.2299256865914057 not prognostic 43348 0.0868868989393177 -0.07076015247029252 0.24453395034892791 0.2800394381939274 0.5526103350562558 not prognostic ACOT11 0.16880188112223576 -0.027717810957278655 0.3653215732017502 0.09227370772614399 0.3000822757980992 not prognostic DOLPP1 -0.035038396343203826 -0.2759842069776386 0.2059074142912309 0.7756300277675894 0.8953346620169195 not prognostic GNPAT -0.03235149593400897 -0.20795986953208276 0.14325687766406484 0.7180434947707903 0.867563213047623 not prognostic TF 0.1937731487594189 -0.023190397890952175 0.41073669540978996 0.08003707694531348 0.2745486398051309 not prognostic CEP95 0.007416740540816246 -0.19097824907388936 0.20581173015552187 0.9415906886664241 0.976718970644247 not prognostic RBM3 0.02928377949190361 -0.20003404494802193 0.2586016039318292 0.8023658042766237 0.9108128623923688 not prognostic SLC9B2 -0.27881905270890045 -0.5304194433759296 -0.02721866204187129 0.029855886866121874 0.15882338390516287 not prognostic PPP1R12B -0.11567379697363588 -0.3365700995048527 0.10522250555758096 0.3047275843256064 0.5785042541278953 not prognostic AMT -0.2038832580856742 -0.37005131913203065 -0.03771519703931775 0.01618054881922215 0.11388714903969806 not prognostic PEX11A -0.22739282654819268 -0.4220727519878386 -0.032712901108546744 0.022061630342607944 0.13584441296930463 not prognostic RPL36AL -0.1559247000288113 -0.44565185752798553 0.1338024574703629 0.2915127143231996 0.5657735381174086 not prognostic TGFB2 -0.04474996659127378 -0.2790321111495755 0.1895321779670279 0.7081286898976862 0.8626855573076588 not prognostic GPX4 -0.0126887100947765 -0.23410999165960203 0.208732571470049 0.9105719172495603 0.9620427631738628 not prognostic CTSC 0.22233102709616764 0.042339551608562204 0.4023225025837731 0.015477535791211906 0.11166025619558437 not prognostic SLC17A2 -0.30535441618974973 -0.5538300489917776 -0.0568787833877219 0.016012911724760413 0.11351037107821058 not prognostic REEP5 -0.19150103449844938 -0.43445819156352083 0.051456122566622076 0.12237979502059639 0.3503889686023024 not prognostic WDHD1 0.6080844858818522 0.28461258264407013 0.9315563891196341 0.00022917576504616363 0.014449370594776781 unfavorable FAM213A -0.019833482451962262 -0.16773740592318506 0.12807044101926054 0.7926851392625909 0.9042953684783354 not prognostic SERPINH1 0.31550951282324374 0.114633143351512 0.5163858822949755 0.0020808245238457257 0.03938609294289806 unfavorable FYB -0.029040781458351702 -0.21479251836083113 0.15671095544412772 0.7592814458466379 0.8867527765020805 not prognostic DECR1 -0.4008197280133974 -0.5997741013762277 -0.20186535465056715 7.860793933982056e-05 0.011171061601736722 favorable SNRPE -0.03677241425923976 -0.26918089516881866 0.1956360666503391 0.7564759548479723 0.8853240815364569 not prognostic C18orf32 -0.14709901301759043 -0.3382584635539474 0.044060437518766565 0.1315005574643283 0.3669964123996668 not prognostic INHBC -0.11432164130448437 -0.28362651229029356 0.05498322968132484 0.18568622872241924 0.44308337040293694 not prognostic MFI2 0.15088015336626964 -0.004586577451739876 0.30634688418427913 0.05715270365532845 0.23049016028205208 not prognostic LIFR 0.04023101787979996 -0.25594321039275525 0.33640524615235523 0.7900597882696911 0.9026806131162002 not prognostic GIMAP4 -0.09170671867187286 -0.3155387163917258 0.13212527904798008 0.4219624132563806 0.6724509586835842 not prognostic NDRG3 0.22254025352923873 -0.018016694844239622 0.4630972019027171 0.06980545156221998 0.25676590297311236 not prognostic MARCKS 0.2694148506205835 0.09684093479524938 0.44198876644591767 0.002214774013909591 0.04063293390682904 unfavorable KIF12 -0.02477285693733622 -0.23597488512710155 0.1864291712524291 0.8181747704327998 0.9160978889050597 not prognostic ITGAM 0.1903011950436722 0.05482378712758698 0.32577860295975747 0.005903301355022324 0.0665645554553084 not prognostic NDUFAF4 -0.19823542701923452 -0.4065574200918215 0.010086566053352425 0.062172132686665015 0.24138209190967558 not prognostic SLC38A2 0.2283417307603968 0.0561840717535059 0.4004993897672877 0.009333166235142604 0.08543950644502223 not prognostic SDHAF4 -0.1124787422585407 -0.28091963379549545 0.05596214927841407 0.19060443028408058 0.4480129861731093 not prognostic SCO1 -0.32989308629175484 -0.5556380487274978 -0.10414812385601194 0.004180648530814517 0.05679718709617962 not prognostic FBXO31 -0.0987575723269768 -0.32194927165839166 0.12443412700443807 0.3858092583072772 0.6444310241837785 not prognostic PARVA -0.26856921934905253 -0.5892874846423664 0.05214904594426123 0.10074090836371911 0.31514093381564545 not prognostic RAB3A 0.22557492835360923 0.041698849000353644 0.4094510077068648 0.016197328688261414 0.1139156981508283 not prognostic SP1 0.05797725968619034 -0.12209887897102148 0.23805339834340214 0.5280212897881009 0.7484760303155269 not prognostic NDUFA12 -0.10514466259004812 -0.37264451058940723 0.162355185409311 0.4410673776674584 0.6874784526909392 not prognostic AK4 -0.33404529046703607 -0.5255612391327122 -0.14252934180135995 0.0006294380159280724 0.021758141145189314 favorable ATP5J -0.28120771302002745 -0.4865887400847838 -0.07582668595527109 0.0072837938523494 0.07393628839011811 not prognostic CCDC39 -0.21540649478636326 -0.5170641010762373 0.08625111150351084 0.16164407390843483 0.41136992430421176 not prognostic MCFD2 -0.09474666498119215 -0.38881448805591434 0.19932115809353002 0.5277220497048195 0.7484073358161333 not prognostic MYL3 -0.0822656756828151 -0.30496951576245246 0.14043816439682222 0.4690652353261662 0.7080662707595963 not prognostic ARHGDIB 0.043614504152674254 -0.13820776793870146 0.22543677624404998 0.6382513266177083 0.8220779926928993 not prognostic RAC2 0.0926982949444236 -0.09093898067501076 0.27633557056385794 0.3224818588808557 0.5951721464770771 not prognostic IGLV2-18 0.17920555920621223 0.02751561717011472 0.3308955012423097 0.020586167960762545 0.1308076378656544 not prognostic RPF2 0.04495002917066973 -0.15814789848994917 0.24804795683128864 0.6644459921554218 0.8371495873582171 not prognostic PDLIM7 0.05079442251999749 -0.11070816082341658 0.21229700586341158 0.5376099360623785 0.7546600435193594 not prognostic GZMH -0.16818052772319061 -0.4029132327571087 0.06655217731072749 0.1602388679699167 0.40883972212444125 not prognostic OAS3 -0.004496204495733681 -0.18741474748568376 0.1784223384942164 0.9615754754933047 0.986929408700167 not prognostic RASSF4 0.01156905006823251 -0.2602531054468779 0.2833912055833429 0.9335189983217717 0.9742155952878916 not prognostic ALDH7A1 -0.4003691688783733 -0.5964939433613868 -0.2042443943953598 6.305642716011104e-05 0.010454522080823595 favorable ANG -0.20642100335388433 -0.4310513959153298 0.018209389207561127 0.07168997354723883 0.2605929083103651 not prognostic ZNF217 0.2997253544600798 0.01604979894951869 0.583400909970641 0.03837236257854468 0.1823501922323304 not prognostic IKZF1 -0.05470771269138702 -0.2449083955558592 0.13549297017308515 0.5729260319715914 0.7813262397930933 not prognostic AK3 -0.3761110300893179 -0.6028335572582975 -0.14938850292033834 0.0011484093050648787 0.02880030394466627 favorable SLC16A1 -0.06385638663820625 -0.22879550609108099 0.10108273281466848 0.44797070339147105 0.6935296053024106 not prognostic PRIM1 0.19962822103845934 -0.028222973803401996 0.4274794158803207 0.08594419733332545 0.28732576502063584 not prognostic RRM1 0.4773615878109346 0.251907757944696 0.7028154176771731 3.3261623084673936e-05 0.009606171337970508 unfavorable SLC27A3 0.12961299704590076 -0.023568632036086362 0.28279462612788786 0.0972362398089401 0.30947602382134404 not prognostic AR -0.3266183444589036 -0.5261074054715245 -0.12712928344628274 0.0013319796805962261 0.031299774489181136 favorable DHRS7 0.05681964209915983 -0.10160510652838858 0.21524439072670823 0.4820877945659532 0.7181584067801962 not prognostic RHOA 0.09823225314821339 -0.18614244913483646 0.3826069554312632 0.49838363255579665 0.7282566773742529 not prognostic DCK 0.2458910867955224 -0.008015063552720247 0.49979723714376506 0.05768373481084113 0.23127741950804329 not prognostic ALDH1A1 -0.3497473562736446 -0.5195783928428327 -0.17991631970445657 5.429640269078889e-05 0.009920728434502714 favorable LSS -0.054483888237106114 -0.22658482136072225 0.11761704488651001 0.5349369539763724 0.7522052063688491 not prognostic TGFBI 0.006635452640669945 -0.14427681980190596 0.15754772508324585 0.9313252858019516 0.9734012705796022 not prognostic NDUFB4 -0.11471490536965794 -0.4056771594381691 0.17624734869885322 0.439678484697114 0.6863890973833063 not prognostic TEAD3 0.2205003431429622 0.03327867156768441 0.40772201471824 0.02097980058634234 0.13218307857109288 not prognostic EBPL -0.0702823097339578 -0.29848200378760026 0.15791738431968463 0.5460820439081462 0.762250162006491 not prognostic DCAF11 -0.30506006343934916 -0.544242397499885 -0.06587772937881334 0.012426528673919815 0.09898105980213888 not prognostic PTGIR -0.10526003367739369 -0.38568508322145156 0.17516501586666422 0.4619194411865024 0.7032077464619548 not prognostic ECI1 -0.35467287394831926 -0.5653038836068625 -0.14404186428977606 0.0009658064630109167 0.026282265238105583 favorable CDO1 -0.11616348194116857 -0.3807250784455777 0.1483981145632405 0.38946977534801197 0.647645412089664 not prognostic IGKV2D-30 0.04571383260413679 -0.14278587998024128 0.2342135451885149 0.6345597296564246 0.82015493859015 not prognostic ENTPD5 -0.15684060857187457 -0.32989177451671325 0.016210557372964146 0.0756728619527369 0.2686356594222258 not prognostic HSD17B4 -0.30506943016482246 -0.47939132859157607 -0.13074753173806886 0.0006035686889946042 0.021443454256224966 favorable RAB27B 0.16272416259473318 0.025658990362811468 0.29978933482665493 0.019971928680938476 0.1285468565639412 not prognostic PLTP 0.17437465117109777 0.052552931155853744 0.2961963711863418 0.0050242163692541105 0.0613667246301938 not prognostic CD33 0.256462526270787 0.013236556273072547 0.4996884962685014 0.038769330840613986 0.18384630244492425 not prognostic FDXR -0.3617461163323966 -0.563538907218018 -0.1599533254467752 0.0004421587205943152 0.019892698620507056 favorable TMEM165 0.23769907561510967 0.02637945029538377 0.44901870093483554 0.027480054929392695 0.15130930613951588 not prognostic MVD -0.01483473540660575 -0.20431068888749976 0.17464121807428823 0.8780414945007825 0.9458675851600897 not prognostic IFI16 -0.013645340780123302 -0.18866385237574707 0.16137317081550046 0.8785490229198103 0.9460728172000314 not prognostic SYPL1 -0.10571413304713148 -0.33831737698393133 0.12688911088966837 0.3730527990258956 0.6349699067830501 not prognostic HDAC6 -0.3049074655126046 -0.5840833423555452 -0.025731588669664074 0.03230521915973616 0.16555731375908292 not prognostic HIBCH -0.4524177295529444 -0.6646433301334732 -0.24019212897241557 2.93816396161084e-05 0.009394779267250662 favorable RNASE2 0.027600587034416264 -0.23110706269265285 0.28630823676148537 0.8343690070161334 0.924518034630624 not prognostic IGKV6D-21;IGKV6-21 0.1095666413711234 -0.06800768987572628 0.2871409726179731 0.2265345650775553 0.4910808622613444 not prognostic ECI2 -0.31454266141027165 -0.4825852743572727 -0.14650004846327058 0.00024381897920621256 0.014951447402967269 favorable CHD1L 0.23912841362861745 0.016902194175063806 0.46135463308217106 0.034941481564567584 0.17273941714388383 not prognostic CD209 0.1423098093691225 -0.002945527723914626 0.2875651464621596 0.054830205382731034 0.22621881511133224 not prognostic ACOX3 -0.18778333714441464 -0.3488052593022676 -0.026761414986561677 0.022271535238770575 0.13638649452305948 not prognostic HDGFRP3 -0.14353669176851167 -0.3562244719463439 0.06915108840932055 0.18592793787944198 0.44318765384308945 not prognostic SLC25A10 -0.35622847007538105 -0.553335358281926 -0.15912158186883607 0.00039678196240687785 0.018996732135982766 favorable ASPH 0.08474079636070393 -0.05595461590882635 0.22543620863023422 0.23780713235160308 0.5042840492524638 not prognostic FOXA3 0.029818321437755143 -0.1258447211557502 0.1854813640312605 0.7073299011725042 0.8625339968942292 not prognostic IL18R1 -0.11964813190023764 -0.34333372723090033 0.10403746343042504 0.29446660146435244 0.568425934219566 not prognostic TAGLN3 -0.0049731455805768114 -0.23036645967492253 0.2204201685137689 0.9655060486290268 0.9886967463543036 not prognostic RAB18 0.2524201223335432 0.018549283882946827 0.4862909607841396 0.034394421679545005 0.17069471025330735 not prognostic LAPTM4A 0.2833538332626999 -0.012312641514445832 0.5790203080398457 0.06033413987096087 0.23806591197210783 not prognostic CA13 0.010768903852665473 -0.14071994678668848 0.1622577544920194 0.8891908338245835 0.9511261093466542 not prognostic APBA1 -0.23441400823349123 -0.4288271663653028 -0.040000850101679614 0.01811642077278059 0.12059205589494768 not prognostic PPP2CB 0.21006973125052691 -0.012966808920129802 0.43310627142118363 0.06488982645569841 0.2472164324501565 not prognostic FANCI 0.2737205351719276 0.03830116235526629 0.509139907988589 0.02267675315360754 0.13792457267951652 not prognostic CRIPT 0.011973952538845518 -0.20501192304962562 0.22895982812731663 0.913871247475621 0.9640496381111388 not prognostic ACSF3 -0.1212730772444296 -0.39039520684864076 0.14784905235978157 0.37712380797413014 0.6387418563738908 not prognostic AIFM1 -0.42437079393727817 -0.644238861975381 -0.20450272589917526 0.0001549761244469322 0.012729369194251229 favorable SIGIRR -0.16914353082132533 -0.430097939532043 0.09181087788939235 0.20394389167804694 0.46378198176112634 not prognostic CCBL1 -0.3263062238027078 -0.5488272734888808 -0.10378517411653473 0.004051766282923402 0.056067177018567574 not prognostic RNASE6 0.20515521082918708 -0.0025357676297271536 0.41284618928810135 0.05286352000805546 0.2223048824011839 not prognostic LAMC1 -0.01982856744157496 -0.21135323220134677 0.17169609731819685 0.8392012629559462 0.9264326642718356 not prognostic RPS12 0.16799815187971226 -0.10737217134004348 0.443368475099468 0.23179943030811045 0.49743535463770683 not prognostic PTMA 0.13730467738628344 -0.11335546331514784 0.3879648180877147 0.2829957447823648 0.5552620870121656 not prognostic ABLIM3 -0.3189134144984514 -0.5863199176268601 -0.05150691137004276 0.019413957335922365 0.12604290067332338 not prognostic PNPLA3 -0.20134403766116193 -0.379015746701315 -0.023672328621008848 0.026344025403445378 0.14778073899564315 not prognostic ITGA3 -0.13372669054759964 -0.3355995960690894 0.06814621497389009 0.19417081776215483 0.45247561983981577 not prognostic COQ10A -0.23146160395590265 -0.41517913711426097 -0.047744070797544336 0.013537210410986659 0.10358858530731928 not prognostic PIGV -0.48798086558203896 -0.772703156193684 -0.2032585749703939 0.0007818257870482154 0.024053904712861417 favorable TMEM38A 0.16436250941308586 -0.0073935898569161 0.33611860868308785 0.06071113925565453 0.23892168340917583 not prognostic RCC2 0.5213579207293416 0.27395152464447575 0.7687643168142075 3.6241687418643656e-05 0.009543289042915196 unfavorable PROCR -0.04167268907783069 -0.2556734948590095 0.17232811670334808 0.7027086433297975 0.8598264977083064 not prognostic GZMM -0.044013512998813835 -0.32653175500214915 0.23850472900452147 0.7601051106624668 0.886789295772878 not prognostic PQLC1 -0.20931610908966505 -0.4452573685509973 0.026625150371667183 0.08207190759540703 0.2793877523580529 not prognostic PYGM -0.18393070293662275 -0.4296575171303074 0.061796111257061914 0.1423579925057062 0.38148192364668887 not prognostic STX11 0.07852496035623943 -0.15900781907980577 0.31605773979228463 0.5170261949594583 0.7411039903093228 not prognostic GNB4 0.04811428568334327 -0.1870371312048116 0.28326570257149813 0.6883996197724718 0.8524539136684564 not prognostic AGTR1 0.2914533699683997 0.0857966588014846 0.49711008113531485 0.0054757047760018865 0.06391653827841576 not prognostic BROX 0.17763718975926068 -0.05776148137770412 0.41303586089622546 0.1391313914040119 0.3772390512538215 not prognostic PPP1R14A -0.1106842613807539 -0.27817678947223257 0.05680826671072475 0.19524950785459452 0.45333735576301476 not prognostic ALDH9A1 -0.4054394227044556 -0.6617531077237964 -0.14912573768511478 0.0019333147669558022 0.03738437820422311 favorable DYNC1I1 0.08711058168963441 -0.07561728171534886 0.24983844509461767 0.29408741193990495 0.568183987720753 not prognostic PEA15 0.33404348409574586 0.06205985297119171 0.6060271152203001 0.016076302173853384 0.1136896788013502 not prognostic ABCC11 -0.16120362282943476 -0.32862858407927614 0.006221338420406619 0.0591423383067825 0.23512493555089864 not prognostic MAN2B2 -0.22326874583061626 -0.44561552100035856 -0.0009219706608739608 0.04905756116470169 0.21289982797264867 not prognostic TSPYL4 -0.04859238851549849 -0.23123407241316998 0.134049295382173 0.6020501808274249 0.802106438831538 not prognostic TSPAN4 0.03518017060618012 -0.16587603347977442 0.23623637469213465 0.731637414585233 0.8740792330906847 not prognostic APIP 0.021922991895984987 -0.20776071188391337 0.25160669567588334 0.8516011612996094 0.9332172823886662 not prognostic FGFR2 0.10438752026329513 -0.03757553905963519 0.24635057958622547 0.1495309357634566 0.3915619970430614 not prognostic NDUFB1 -0.25487496996559444 -0.4979825197421062 -0.011767420189082667 0.03989500016646772 0.18729938987435005 not prognostic FBXL8 -0.09397642209740925 -0.3179989307515923 0.1300460865567738 0.4109653748162938 0.6648668234062665 not prognostic WLS 0.02739903320101784 -0.1356867563182214 0.19048482272025707 0.7419429960643644 0.8787691022310166 not prognostic FGF2 -0.03668595331668398 -0.18586504662709116 0.1124931399937232 0.6298115450623731 0.8170848808786301 not prognostic TBC1D12 -0.1687232028178452 -0.38815146379697096 0.05070505816128057 0.13179545850993304 0.3670185816607871 not prognostic TTN -0.0012210036337129185 -0.20518662872905122 0.2027446214616254 0.9906386568742251 0.9965379657297683 not prognostic DDAH1 -0.1575709069503644 -0.33211326439740746 0.01697145049667864 0.07682900361887947 0.26963938431980705 not prognostic IMPAD1 0.0804827532238025 -0.1109980755727473 0.2719635820203523 0.41004907947404867 0.6645853382569076 not prognostic GPX1 -0.22306906797056486 -0.44749768041485893 0.0013595444737292128 0.051404086584407996 0.21852838897920454 not prognostic IFIT3 -0.12562559057366562 -0.3104620638523913 0.05921088270506006 0.18282561143694243 0.438948162830503 not prognostic TTC7B -0.25171981458464626 -0.54470851252544 0.04126888335614742 0.0922022483128377 0.2999588405322805 not prognostic C1QB 0.05464889099372923 -0.13524970361399802 0.2445474856014565 0.5727288637561583 0.7811763432676546 not prognostic DYNLL2 -0.29200342273300317 -0.5289904723337414 -0.05501637313226493 0.015736582911580893 0.11253165080461959 not prognostic RENBP 0.12326714942823219 -0.02004798570774613 0.2665822845642105 0.09183631950252134 0.299094422883257 not prognostic SUPT16H 0.390810825494037 0.07595037143825062 0.7056712795498234 0.01498485687248351 0.10933938352024847 not prognostic RDH11 -0.06136950998265235 -0.26998946446206484 0.14725044449676017 0.5642363760292017 0.7764537772194041 not prognostic DCLK1 0.12561925671033056 -0.045743474185757305 0.2969819876064184 0.150782713705721 0.3935736547543207 not prognostic DSC2 -0.0034439657765735214 -0.1852948739239853 0.17840694237083826 0.9703904513830999 0.9898491182901781 not prognostic FRAS1 0.0469019941021454 -0.17121045305521737 0.2650144412595082 0.6734173821844505 0.8442943317038769 not prognostic SSSCA1 -0.0701201709910294 -0.35190176865459033 0.21166142667253152 0.6257419261545833 0.8146382819342715 not prognostic DENND1B -0.07881321876978499 -0.23305390157414846 0.07542746403457846 0.3165881900857733 0.5885411266274768 not prognostic ZEB2 0.3857619356505027 0.03239359039371903 0.7391302809072864 0.032384225181443606 0.1656776960282655 not prognostic C11orf52 -0.2367198438649418 -0.4797381057911451 0.006298418061261524 0.05624059307681933 0.22876966370593524 not prognostic BOLA2 0.2644892266234588 0.0313801357260714 0.4975983175208462 0.026161510090845032 0.14694102875993448 not prognostic PCDH1 -0.23596845031924038 -0.4337291987475529 -0.03820770189092787 0.01935447423002266 0.12574790114760007 not prognostic SGCE 0.11294973035812353 -0.08115851736918064 0.3070579780854277 0.25408460162541635 0.5235487775264333 not prognostic SUCLG2 -0.24425713499709495 -0.3866683747925184 -0.10184589520167148 0.0007748132882397575 0.02392035644693293 favorable SEPW1 0.0013222598732999648 -0.17045382013131233 0.17309833987791223 0.9879627908074975 0.9958602641409058 not prognostic EPHB2 -0.11174878564304336 -0.31438146122294086 0.09088388993685417 0.27974612981332453 0.5525186631852403 not prognostic PDE3B -0.022225688981216307 -0.22740978095732178 0.1829584029948892 0.8318693181304948 0.9233481285919067 not prognostic ANXA6 -0.4849076419875323 -0.7085613085532007 -0.2612539754218639 2.143112585462232e-05 0.009593643488821682 favorable PRKAR1B -0.05402764731112367 -0.23798876569215446 0.12993347106990713 0.564870060606779 0.7767288669348016 not prognostic RNASE4 0.27748657675432686 0.04778933266084601 0.5071838208478077 0.017897035658422007 0.12011406315581126 not prognostic TPK1 0.03489785052210403 -0.15813392354964093 0.227929624593849 0.7230854476405802 0.8698984161147696 not prognostic ELOVL6 -0.05034544761346129 -0.21739114119636416 0.11670024596944156 0.5547159401788091 0.7689072321444307 not prognostic NT5E 0.0217311204339878 -0.1220401459001328 0.1655023867681084 0.7670392959515775 0.890816294805354 not prognostic GK;GK3P 0.0712169548015382 -0.0939440029191217 0.23637791252219809 0.3980376303136759 0.6543574925079582 not prognostic CYP7B1 -0.17684814803111457 -0.3548973708100923 0.0012010747478631567 0.05156560566707465 0.2189032088844568 not prognostic CIT -0.05487731200085174 -0.24196807779714846 0.13221345379544497 0.5653622781037073 0.7764516760028366 not prognostic BAIAP2L1 0.049441934811415976 -0.12447046969365091 0.22335433931648288 0.5773891408103713 0.7847829023341816 not prognostic DTX2 -0.06354666270657652 -0.22521507630938237 0.09812175089622932 0.44106329752206164 0.6875917991842274 not prognostic GCLM -0.10047635807771706 -0.28967874215315526 0.08872602599772113 0.2979482574687369 0.5714504603936592 not prognostic CD151 -0.03858932630646148 -0.26156588319560276 0.1843872305826798 0.7344589285536665 0.8752310378465294 not prognostic ACADVL -0.29406512611452607 -0.515667505520812 -0.07246274670824016 0.009299003752971963 0.08530120963151433 not prognostic LAP3 -0.20314107333101006 -0.4037964651457113 -0.0024856815163088186 0.04722868438869965 0.20798741334580814 not prognostic SCRN1 0.160462311672742 -0.007557257374894155 0.32848188072037815 0.06123318900476827 0.23939770356318354 not prognostic HABP2 0.19627043926936466 0.024848813916219903 0.3676920646225094 0.024827573071643298 0.14415127218574736 not prognostic FAM129A 0.07651569875100588 -0.10661113576694982 0.2596425332689616 0.41282649208464905 0.6664326692451971 not prognostic TRIM66 -0.3044659614063825 -0.5921551697423089 -0.016776753070456063 0.03805513778111811 0.18142047313863174 not prognostic P2RX4 0.32875858099662697 0.12511056920635977 0.5324065927868942 0.0015558353543571543 0.034057197866893894 unfavorable NOS3 -0.4634373972622383 -0.8171673071341616 -0.10970748739031505 0.010233538293138056 0.09026686535809361 not prognostic COX6C -0.13827236296207213 -0.35665225798230116 0.08010753205815688 0.21460676090245598 0.4770045507347786 not prognostic LIMD2 0.009299430014415624 -0.16647932105283397 0.18507818108166524 0.9174151405605776 0.9660806578968303 not prognostic MICAL1 0.07265335028012601 -0.1042719551993905 0.24957865575964253 0.4209074912363534 0.671486951004824 not prognostic GPR180 -0.04404022945569639 -0.2472888895513593 0.15920843063996654 0.6710641447770826 0.8428784074339536 not prognostic TGM2 -0.025180092199842737 -0.1862844644120702 0.1359242800123847 0.7593488088098832 0.8867157800019413 not prognostic KSR1 -0.06286995951957389 -0.28216843634295435 0.15642851730380658 0.5741871294757538 0.7824501324499883 not prognostic ST3GAL6 -0.12096080676227154 -0.38387990968900737 0.14195829616446426 0.36720681571425906 0.6305336826025626 not prognostic PLSCR4 -0.03580157639120497 -0.28471496302797034 0.21311181024556042 0.7780167496643029 0.8958950430539555 not prognostic RNF170 -0.041151458429912406 -0.27636978067180995 0.19406686381198512 0.73167684625817 0.8740097137490854 not prognostic KMT2C 0.12900633171085488 -0.08945287775379016 0.3474655411754999 0.2471032261247384 0.5154508815225496 not prognostic ARHGEF16 0.10235594094882547 -0.048100818642718646 0.2528127005403696 0.18241165862275543 0.43830691885387263 not prognostic TTC3 -0.370826322249117 -0.6971265092705972 -0.04452613522763682 0.025919488417820533 0.1469646483880603 not prognostic ARF6 -0.2704536640786181 -0.5510318526170003 0.010124524459764084 0.05885972291068071 0.23441774876304466 not prognostic C4orf19 -0.017206163975961197 -0.25321859002400415 0.21880626207208173 0.886378240489862 0.9495924837986999 not prognostic ATF6 0.09421647729305228 -0.1327341830404809 0.32116713762658544 0.41583917952704486 0.6679239638151476 not prognostic CLU 0.14226013588758107 -0.02341978767016184 0.307940059445324 0.09239211505203622 0.3001402779611322 not prognostic DBI -0.2004999465145912 -0.45618906975410994 0.05518917672492757 0.1243139100273981 0.35388948695557876 not prognostic SVEP1 0.02641766465151886 -0.20840144787796444 0.2612367771810022 0.825481583483479 0.9194496910833027 not prognostic CD3E -0.044842488854804734 -0.23938159035262888 0.1496966126430194 0.6514245613332474 0.8302069889845644 not prognostic MOCS2 -0.14245047771511835 -0.3316446436845508 0.04674368825431416 0.14001880306083428 0.37849889607598103 not prognostic AMBP -0.05122218863678372 -0.25450677721681764 0.15206239994325021 0.621406730159771 0.8117091413948686 not prognostic ITIH3 0.028424876415667828 -0.14525636928960975 0.2021061221209454 0.7483846917774267 0.8817328787318465 not prognostic SFXN1 -0.4231494698339344 -0.6958415530896898 -0.15045738657817914 0.0023550366426857714 0.04191777944724793 favorable IRF6 -0.13857024159821724 -0.28433378285821775 0.007193299661783309 0.06242829306706907 0.24174762449371512 not prognostic IFIT2 -0.2609863847114695 -0.47188451235026596 -0.05008825707267309 0.015289211827731243 0.11074782645119564 not prognostic GUCY1B3 -0.04117184002280019 -0.2817965530328475 0.19945287298724715 0.737355356431771 0.8757684407181806 not prognostic 43347 -0.27534419656075887 -0.5077053680604258 -0.04298302506109203 0.020204665647522612 0.12930119481220154 not prognostic AKNA 0.032337396596722676 -0.17266525696963475 0.23734005016308007 0.7571942084127473 0.8857015610033089 not prognostic FBXO44 -0.24068778479883876 -0.4193113554445436 -0.0620642141531339 0.008266917806391709 0.07932874075093779 not prognostic STOM -0.048087733217196116 -0.2317179340101713 0.13554246757577906 0.6077687429704084 0.8042201530910533 not prognostic PICK1 0.001093319061665422 -0.17201692821260528 0.17420356633593614 0.9901235423764517 0.9962436586756993 not prognostic FBXO30 0.2878122138946044 0.015655313529309545 0.5599691142598993 0.03819953503529787 0.18172180508555888 not prognostic NUCB2 -0.042105355068008055 -0.22280549141262235 0.13859478127660624 0.6478897651498621 0.8290062980401194 not prognostic FKBP14 0.405679906114479 0.14546360167193462 0.6658962105570234 0.00224607621006013 0.04095543851052615 unfavorable FARP2 -0.3089006177787758 -0.6253697837206293 0.007568548163077671 0.055736495738178314 0.2280662003399956 not prognostic DHCR24 -0.19553656543654754 -0.35851323486481645 -0.032559896008278605 0.018696351549290256 0.12262889041816533 not prognostic CTSB 0.10822017673285363 -0.04230029352264246 0.2587406469883497 0.158787424663076 0.4069922167215916 not prognostic C7 0.27710403065269745 0.10649056093360451 0.44771750037179037 0.0014560648321874758 0.03342602164762685 unfavorable HSD17B11 -0.07428645797716803 -0.24202716019825204 0.093454244243916 0.3853948135478741 0.6443398255264456 not prognostic KIAA0907 0.14560024965349389 -0.13391799087960615 0.4251184901865939 0.307283047817391 0.5808921298794556 not prognostic S1PR2 0.0049097015263308225 -0.20384645876514884 0.2136658618178105 0.9632336799365735 0.9878386181525937 not prognostic PDLIM4 0.05134255363440158 -0.10371786115697806 0.2064029684257812 0.5163577731134112 0.7407388467688465 not prognostic IGFBP3 0.16507834132253235 0.01765200469019587 0.3125046779548688 0.028189496024327874 0.15332962205699116 not prognostic TPCN2 -0.054359319445427774 -0.2140328016029918 0.10531416271213626 0.5046117488149781 0.7325748317075561 not prognostic PPP1CA 0.4628685573847122 0.03190626029513849 0.8938308544742859 0.0352852355349169 0.17348089716864964 not prognostic NDUFAF6 -0.22691448256308447 -0.4094118388923642 -0.0444171262338047 0.014810093185849044 0.10859522055111098 not prognostic FDX1 -0.30964596092001034 -0.494946409306967 -0.1243455125330537 0.0010558940642976325 0.027641577653966968 favorable UQCC3 -0.06963664761987162 -0.26708585791883366 0.1278125626790904 0.4894130464755816 0.72353286081504 not prognostic SLC35A3 -0.06100134703327551 -0.250921787319554 0.128919093253003 0.5290027260074966 0.748800222283813 not prognostic MYOF 0.01951031188768717 -0.14445442681278212 0.18347505058815647 0.8155922229929736 0.9157257552616118 not prognostic ANGPTL3 -0.16401557036594658 -0.3063986704299706 -0.02163247030192253 0.023961615164946274 0.14169639403683223 not prognostic TIMELESS 0.11388048064110033 -0.1364267348608007 0.3641876961430014 0.3725479777689231 0.6345932353434491 not prognostic GPD1L 0.23937468834650247 0.07815288046263205 0.40059649623037286 0.0036135483227941905 0.05277666906032037 not prognostic CYP2S1 0.1142374868790538 -0.029982686382576396 0.258457660140684 0.1205433936808289 0.3484743311670847 not prognostic NDUFA13 -0.20822725626277067 -0.5229680421193248 0.10651352959378341 0.19474148787483253 0.45298013534512227 not prognostic TMEM70 -0.23452622852339403 -0.4763762787645579 0.0073238217177698794 0.057352931877281035 0.2308816542703674 not prognostic HLA-F -0.18140356330684537 -0.38119560647155276 0.018388479857862017 0.07514592956396997 0.2677204565802718 not prognostic FAHD1 -0.28759499828001994 -0.4841143433482116 -0.09107565321182831 0.0041268799434652495 0.05649534577040425 not prognostic FAM136A -0.006378439114593724 -0.17811526912159395 0.16535839089240648 0.9419695815871987 0.9765462788270253 not prognostic ARSA -0.19457180844836727 -0.36135261477061464 -0.02779100212611993 0.022221722667293636 0.13636126322157638 not prognostic GNA14 -0.14629317788351898 -0.400519237643841 0.10793288187680306 0.25938244506558955 0.5293483087923919 not prognostic GLRX2 0.09121392160985232 -0.19909018300820064 0.38151802622790526 0.5380112169551157 0.7548682691426345 not prognostic MPC2 -0.19448034510318646 -0.37144874450316157 -0.017511945703211323 0.031247023626314988 0.1629322088097834 not prognostic MSH2 0.29803155791735536 0.03809218338542031 0.5579709324492904 0.024628389154468192 0.14355336464840737 not prognostic IGFBP5 -0.03696125438254707 -0.2332507816833897 0.15932827291829554 0.7120825682891406 0.8643269026427164 not prognostic PLA2G4A 0.11102698944717142 -0.0765494809824971 0.29860345987683995 0.24600497487796086 0.514478519056852 not prognostic FAM50A 0.4472217194647973 0.17709392714299976 0.7173495117865948 0.00117490669077343 0.02889818572113879 unfavorable MGST2 -0.13740092000361018 -0.3808894473667486 0.10608760735952827 0.2687219982232941 0.5421063655009356 not prognostic CARKD -0.3156215766493744 -0.5766897824803292 -0.054553370818419544 0.017811083287652244 0.11980663311371191 not prognostic ASGR1 -0.06131921869727068 -0.2671085120971385 0.14447007470259715 0.559212096711236 0.7722699216189566 not prognostic WARS -0.023986845314980184 -0.23069878319480228 0.1827250925648419 0.8200861717390938 0.9168620748726407 not prognostic PPP1R16A -0.08518372920791076 -0.2737068895435351 0.1033394311277136 0.3758304508829803 0.6376369199839534 not prognostic CETP 0.11348852308135074 -0.171887837727176 0.3988648838898775 0.43572125545154483 0.6833092310488144 not prognostic GRAP2 -0.1827696729909448 -0.3995946679210193 0.03405532193912972 0.09850908865501347 0.31153368800011855 not prognostic ABHD15 -0.03849896008280923 -0.2618266442204026 0.1848287240547841 0.7354582857643577 0.8752569496807516 not prognostic SLC7A8 0.3356607071679586 0.05345713162520316 0.617864282710714 0.01974096320225637 0.12761071736447746 not prognostic HN1 0.45613932943060487 0.19280644945019243 0.7194722094110173 0.0006862714410320793 0.022926075416269422 unfavorable NAPEPLD -0.2565250054594343 -0.5301621998885973 0.017112188969728603 0.06615151871796136 0.2503189125451852 not prognostic PCCB -0.2854929644227988 -0.4818545456314821 -0.08913138321411551 0.004377146304312747 0.057545654717345116 not prognostic NID2 -0.020633022239332253 -0.24801267215908612 0.20674662768042162 0.8588390182801833 0.9363353300855431 not prognostic SUCLG1 -0.3812039962583427 -0.5924862697215642 -0.16992172279512133 0.00040585650752954905 0.019124385852168697 favorable HEBP2 -0.0841420508145999 -0.2814599543264838 0.11317585269728402 0.4032757376401922 0.659095961864301 not prognostic GORAB 0.0014702820568482642 -0.19576312436597723 0.19870368847967376 0.9883428366301934 0.9959069686381679 not prognostic CD2 -0.11338218078917535 -0.2981870165422452 0.07142265496389451 0.22917578341506004 0.4941740821086302 not prognostic OASL -0.3638695565524005 -0.5915387316632581 -0.13620038144154292 0.0017333082064247564 0.035429927790230235 favorable ANKRD22 -0.2202486175349199 -0.5345802319012289 0.09408299683138913 0.1696514390758554 0.4209781967977088 not prognostic MMP14 0.33354121892468697 0.13743349296368237 0.5296489448856916 0.0008575489941628666 0.025255382055066264 unfavorable DNASE2 0.2307315141970205 0.0015715936523553464 0.4598914347416857 0.04844937636025089 0.21128459159928212 not prognostic GMPS 0.3642408249310816 0.0775228733926055 0.6509587764695577 0.012777920375587774 0.10026355926611512 not prognostic TMA7 -0.09366787321191838 -0.33584018274041705 0.14850443631658028 0.4484038987799488 0.6934807576052654 not prognostic NDUFB7 -0.13167432430432865 -0.3896921814540911 0.12634353284543384 0.3171997165506771 0.5890663891885941 not prognostic HLA-DPB1 -0.15501250987775486 -0.3554961225076258 0.04547110275211608 0.12966347491589156 0.3636832991610204 not prognostic GNAI2 -0.0035185851223664593 -0.3033398615124436 0.29630269126771064 0.9816491801259966 0.9932984979281246 not prognostic CLDN3 -0.11535748672331872 -0.2853373507706779 0.05462237732404043 0.18347311172994255 0.4403846566536664 not prognostic IGHV1-58 0.13691133644079198 -0.10368790787342036 0.3775105807550043 0.2647201916285659 0.5369369904056526 not prognostic XYLB -0.22654563249590168 -0.44336043227121846 -0.009730832720584892 0.040566972885576806 0.1891646397107131 not prognostic PLP2 0.06552358791154314 -0.10557822514444398 0.23662540096753026 0.4529115355864002 0.6962426129988051 not prognostic SLC2A4 -0.07414591058431744 -0.257850362180134 0.10955854101149912 0.42890240168648186 0.6771227653498628 not prognostic IKBIP 0.3823696725572586 0.1687526755414375 0.5959866695730798 0.00045099386168395516 0.019890384451509608 unfavorable TMEM256 -0.0766491882987281 -0.3273395269514646 0.17404115035400844 0.5489969743103181 0.7646499550404913 not prognostic BIN2 0.04523775839243884 -0.15973168579180821 0.2502072025766859 0.6653245479000061 0.8377849053936364 not prognostic NDUFS6 -0.09281525981507681 -0.3231194933349893 0.1374889737048357 0.4295931393725544 0.6777352205819347 not prognostic IGHV1-18 0.059161095534779246 -0.1472931134146791 0.2656153044842376 0.5743590947459475 0.7825653591934969 not prognostic MT-ND4 -0.07859778733480376 -0.28473371711358636 0.12753814244397882 0.4548723859679785 0.6980583598853808 not prognostic DGAT2 -0.29926061428698153 -0.49978545017040577 -0.0987357784035573 0.003444292806685227 0.05130907404035414 not prognostic COQ3 -0.3633739538255954 -0.6002920643940352 -0.12645584325715564 0.0026462074357918534 0.04504086534723282 favorable TMEM47 -0.1766077024080653 -0.43569830812187216 0.08248290330574157 0.18154966832200842 0.43693929582982294 not prognostic PID1 -0.2521914739488001 -0.4941712600369439 -0.010211687860656266 0.04108456120145478 0.1911798734078091 not prognostic COPZ2 -0.32398066589066976 -0.54961039768495 -0.09835093409638948 0.004888312498397101 0.06053258893243326 not prognostic SC5D -0.05529967729808874 -0.27433511164712704 0.16373575705094956 0.6207198942253066 0.8111670140124317 not prognostic RPP40 0.0868310279114575 -0.20071672625319428 0.3743787820761093 0.5539497590691118 0.7680830405677185 not prognostic PHKA1 -0.09640988537049712 -0.32509592421958194 0.13227615347858768 0.4086422929347685 0.6633861194279207 not prognostic PGRMC1 -0.12127230823726215 -0.2873719212875697 0.04482730481304542 0.15242881718187165 0.39636805118480883 not prognostic ADIPOQ -0.29988229066381594 -0.5574465942722051 -0.042317987055426776 0.02249008558673811 0.1374428233843456 not prognostic ERF -0.05801778830904877 -0.2909883054816988 0.17495272886360125 0.6254794181222403 0.8145334153379516 not prognostic AXL 0.00017491165386405636 -0.30473956478795716 0.3050893880956853 0.9991029249801725 0.9994378198153614 not prognostic ANPEP 0.055529343528255865 -0.09090328597612479 0.20196197303263652 0.4573325628631594 0.7005129914993782 not prognostic RFC5 0.3830144677041695 0.09703307521810123 0.6689958601902378 0.008665483430605645 0.08183762990950669 not prognostic C19orf80 0.09365155924825189 -0.07943873431909279 0.2667418528155966 0.2889397116158334 0.5626092296860713 not prognostic TNFAIP8L2 0.14315769903851502 -0.061212467876453375 0.3475278659534834 0.16977715032927543 0.4211734072867839 not prognostic SLC2A10 -0.05277659910089493 -0.28015570190401273 0.17460250370222288 0.6491638448401902 0.829451106444159 not prognostic FAM162A -0.24223965406438294 -0.41929968934250283 -0.06517961878626302 0.007329970316017217 0.07415279575062389 not prognostic PPM1H 0.1644117556401745 0.0021339142854352733 0.32668959699491373 0.04706253034984666 0.2075619873015651 not prognostic MPDZ -0.28879879327317776 -0.5605725741452734 -0.017025012401082174 0.03727455705885885 0.1793224660655364 not prognostic ANTXR2 0.0836030377264751 -0.16905363599412276 0.33625971144707295 0.5166332307074707 0.740777917124277 not prognostic CPNE1 0.20858929801902315 0.0009458828518421059 0.4162327131862042 0.04896546526831723 0.21270636125533438 not prognostic WDR63 -0.2333906445354002 -0.4368021535863643 -0.02997913548443612 0.02452351614247835 0.143315300276507 not prognostic ZNF706 -0.0706002886538885 -0.30540269785211765 0.1642021205443407 0.5556458674476086 0.7692434592946404 not prognostic KIAA1524 0.40994707296586924 0.17199574455538885 0.6478984013763496 0.0007337082591671166 0.02354440876101504 unfavorable KHDRBS3 -0.0345155611652516 -0.22095141603671684 0.15192029370621365 0.7167129045153793 0.866774366355017 not prognostic MASTL 0.24005074489451744 -0.03168928107091645 0.5117907708599514 0.08338035906657039 0.28276680103144114 not prognostic OSBPL3 0.42668658219964345 0.1831668712995235 0.6702062930997634 0.0005943510582024311 0.02128490009634546 unfavorable PPA1 -0.08831392659812874 -0.280161889038826 0.10353403584256853 0.3669315780029132 0.6303028430276442 not prognostic PEX11B -0.12436112148166073 -0.33069833693362205 0.08197609397030056 0.237489020578941 0.5040870557712799 not prognostic PLGRKT -0.16958396907182363 -0.33310917820007013 -0.00605875994357713 0.04209472512309609 0.1941649016110661 not prognostic TMBIM6 -0.25785681404441296 -0.5011097848593081 -0.014603843229517771 0.037743299681199674 0.1807036160672624 not prognostic ADAMTSL2 0.09999420429720324 -0.10418654586693288 0.30417495446133935 0.3371254231246126 0.6062028345520498 not prognostic AIP -0.00945946222779201 -0.23020781221467998 0.21128888775909596 0.9330659983827663 0.9740834752239863 not prognostic DPYD 0.03749192425587521 -0.15551279311019459 0.23049664162194503 0.7034030858076603 0.8604410202535842 not prognostic SERPINB8 0.019066490257711906 -0.13732971504661481 0.1754626955620386 0.8111504972136713 0.9140629832037758 not prognostic RFC3 0.40233184363645264 0.10552611295269537 0.69913757432021 0.007888428975522957 0.0772703551617692 not prognostic NUDT12 -0.1259253336768979 -0.2877889890919877 0.035938321738191864 0.12730988861783493 0.35899383710093735 not prognostic F7 -0.01035995983291432 -0.18510671925281 0.16438679958698135 0.9074959655436221 0.9600391562698865 not prognostic MRPL53 0.05529738837597336 -0.17417994196758715 0.28477471871953386 0.6367165686608595 0.8214010719338148 not prognostic NCF2 0.17001195642126316 0.0057924869393472245 0.3342314259031791 0.042448362640587184 0.19499240160142486 not prognostic MYO15A 0.04380345893201536 -0.1638475866199744 0.25145450448400514 0.679277381622285 0.8474875136098547 not prognostic GALNS -0.004906087510428065 -0.2650722718838301 0.2552600968629739 0.9705168605372403 0.9896398009555709 not prognostic LAIR1 0.11199046287916331 -0.08099115215499783 0.3049720779133245 0.2553711399630854 0.5251120386057656 not prognostic SYT7 -0.06892285963060579 -0.23068633395238392 0.09284061469117233 0.40366960233198823 0.659378571369876 not prognostic BRPF1 -0.26800547153019644 -0.5404366485982881 0.004425705537895175 0.05383971309849193 0.22347100202633205 not prognostic ANTXR1 -0.014416909573785913 -0.21445236693762948 0.18561854779005765 0.8876660691637019 0.9502898860722975 not prognostic EVA1A -0.10967700717363947 -0.2911175022912729 0.07176348794399397 0.23611334814223695 0.5024774913043611 not prognostic PCYOX1 0.050067002318230115 -0.2046538844165666 0.30478788905302684 0.7000571470359803 0.8588122276532107 not prognostic HLTF 0.08618084811534345 -0.13827376652370166 0.3106354627543885 0.4517256271447171 0.6956139559385367 not prognostic TACC1 0.1681988703521739 -0.042053977977085155 0.37845171868143296 0.11689527198744924 0.3436989721194197 not prognostic MICU2 0.1250341367569217 -0.11981919515192854 0.36988746866577193 0.3168974610821571 0.5887493191675769 not prognostic ITGAL -0.03531008462088998 -0.2392890199538113 0.16866885071203136 0.7343968839227455 0.8752736024707589 not prognostic CHORDC1 0.2571077093598759 -0.0014488456042766051 0.5156642643240285 0.05129767648625541 0.21838711249712064 not prognostic AS3MT -0.10819684572203578 -0.2717652558826982 0.05537156443862662 0.19481280058703912 0.4530283126378601 not prognostic UGDH -0.020892136799724303 -0.17359136517205434 0.13180709157260576 0.7885761096139561 0.9020214525838443 not prognostic PRSS3 0.11082878088489075 -0.08280803346118555 0.30446559523096706 0.2619504717494232 0.5328885647745026 not prognostic FUS 0.3618283010567521 0.08139370401190071 0.6422628981016035 0.011444458756939726 0.09522512941531726 not prognostic PAPSS2 -0.09468320827953779 -0.2775341183944227 0.08816770183534715 0.3101527434417468 0.5831158152108272 not prognostic SHMT2 -0.2763483461711802 -0.495496505116184 -0.057200187226176424 0.013453359032303167 0.10347759743660674 not prognostic SPARCL1 -0.08567298457015932 -0.27700282431231993 0.10565685517200127 0.38014693532397537 0.6413143983334372 not prognostic ADARB1 0.11016419289161554 -0.10055070567658407 0.32087909145981514 0.3055085846682392 0.5793726664975103 not prognostic AQP1 -0.059460996169330815 -0.274621289355291 0.15569929701662938 0.5880601585561387 0.7914766385377495 not prognostic MRS2 0.15883971872721533 -0.03304425965552088 0.35072369710995155 0.1047092973007472 0.32270648493411 not prognostic MPP7 0.028364361490796804 -0.1394408009520288 0.1961695239336224 0.7404211470481137 0.8776632503007761 not prognostic SLC47A1 -0.12836439628514007 -0.29898237727113575 0.042253584700855634 0.14032591895637023 0.37864314418818046 not prognostic PCCA -0.3032706132117174 -0.5119422837139589 -0.09459894270947589 0.004392702692174245 0.057496881875783654 not prognostic IGF2R 0.35636420808161623 0.12099796606271523 0.5917304501005172 0.0030018377957467214 0.047821092144698214 unfavorable ICAM1 0.004353021518528277 -0.14460564882723087 0.15331169186428745 0.9543252922104642 0.9833207896375056 not prognostic TTR -0.028976340093173698 -0.2169886223125668 0.15903594212621938 0.762599865423259 0.8876178620819601 not prognostic SDR39U1 -0.20793774104377474 -0.3929237273426889 -0.02295175474486058 0.027584708358665777 0.15141992270701085 not prognostic HYI -0.15979430795378127 -0.4017487944945064 0.08216017858694383 0.19551986943373817 0.4536121769992894 not prognostic U2AF2 0.6289723242686149 0.17869512014791167 1.0792495283893182 0.006185411171509931 0.06753412953479075 not prognostic RPL39P5;RPL39 -0.15485485366271362 -0.37124041742316793 0.06153071009774069 0.16072574955575072 0.40949847346973145 not prognostic C1orf198 0.046250834268355065 -0.1406659802610109 0.23316764879772106 0.6276941276313502 0.8156379571383858 not prognostic GNG2 0.09528484452996709 -0.12319211963247846 0.31376180869241266 0.392659965825488 0.6500526394296587 not prognostic TRAK2 -0.1927357689966179 -0.43710745326069267 0.05163591526745687 0.12214752270833334 0.3501718766595288 not prognostic ART4 -0.04092630304783775 -0.2571008375129022 0.17524823141722667 0.710591612156952 0.8640400249410826 not prognostic SDF2 0.02212014012012711 -0.19668291260043252 0.24092319284068675 0.8429318070356665 0.9288330422634242 not prognostic PLXDC2 0.13200852308817881 -0.045210558998991734 0.30922760517534936 0.14430233959583338 0.3845056090480644 not prognostic GRWD1 0.30511087436654233 0.026546000267520076 0.5836757484655646 0.031813995773162816 0.16416755282831508 not prognostic ATRIP 0.04554280332535257 -0.20381833159719653 0.2949039382479017 0.7203704197712152 0.8687333470112728 not prognostic ARHGAP31 -0.18738772961359262 -0.39417720674822804 0.01940174752104279 0.0757208904522926 0.26859315856552124 not prognostic A2M 0.01744321577815434 -0.17090194706299208 0.20578837861930074 0.8559608498935437 0.9351333116652711 not prognostic CPVL 0.15041067200437003 -0.00782492272648086 0.3086462667352209 0.062456409689255546 0.24175193945002374 not prognostic ADI1 -0.09064184967885831 -0.31553189537861676 0.13424819602090016 0.42954951795827445 0.6779053118773896 not prognostic C17orf80 -0.28321631358952365 -0.4751244952196213 -0.09130813195942597 0.003821932452665446 0.05371705062592424 not prognostic PEF1 -0.05064602305792225 -0.2503383160376886 0.14904626992184405 0.6191279194328163 0.8099141237115728 not prognostic LDHB 0.11946759900097739 -0.04635821689603131 0.2852934148979861 0.1579390603299253 0.40598001927471183 not prognostic RRAGD 0.304653382525575 0.07863053606243886 0.5306762289887111 0.008246404227868083 0.07930188727400961 not prognostic ELMO3 0.06466613744913909 -0.110880679721742 0.24021295462002018 0.4702997364951901 0.7093317959638539 not prognostic PTMS -0.31882146728070265 -0.52321210019737 -0.11443083436403534 0.0022335845027842425 0.040894237328072236 favorable SLC25A4 -0.247608743080701 -0.45976914215677234 -0.03544834400462962 0.02217014405569425 0.13632506849631224 not prognostic TXNIP -0.0781331114981197 -0.29799000950656157 0.14172378651032214 0.48609367520545554 0.7212457199394172 not prognostic SAE1 0.47859778667387454 0.1970967943983335 0.7600987789494156 0.0008614381412353601 0.025204103524445028 unfavorable NUDT15 0.04804102244997973 -0.14748842005162885 0.24357046495158832 0.6301203079931799 0.8172486045868376 not prognostic TSEN15 -0.042880890156272874 -0.27096093760518253 0.1851991572926368 0.7125086074309194 0.8644924193425968 not prognostic SAAL1 0.3874791472335256 0.12052744248078773 0.6544308519862635 0.004442836213930387 0.05789914501210881 not prognostic SENP7 -0.12916793798206677 -0.34927545478083327 0.09093957881669973 0.25006741694060436 0.5192146530308976 not prognostic MAOA -0.2840626609097406 -0.45608838780584904 -0.11203693401363213 0.0012102662168870812 0.029206235686765603 favorable FUNDC1 -0.1193956592975394 -0.38019051506007695 0.14139919646499818 0.36955892183282013 0.6326311715428755 not prognostic SLC17A5 0.11018018658274485 -0.053434361549348844 0.27379473471483856 0.18687992776318466 0.44427402901322155 not prognostic CENPV -0.02304690348986251 -0.17939818308312555 0.1333043761034005 0.7726519513411331 0.8938561726782742 not prognostic DNM1 0.1800751714751924 0.024471278293227622 0.33567906465715713 0.023316980278610018 0.1401994119774315 not prognostic CD68 0.04279247514024711 -0.18231571158427606 0.2679006618647703 0.709458078149754 0.8634826228486607 not prognostic SCRN2 -0.29747766827979333 -0.5253096232626462 -0.06964571329694041 0.010494254176809128 0.09157413025825742 not prognostic PMEL 0.09361249734218045 -0.16190031625938295 0.3491253109437439 0.472711623848179 0.7109335071917934 not prognostic CTSH -0.01778287534813721 -0.21385481730327577 0.17828906660700133 0.8589112747929304 0.9363000904932554 not prognostic LRRC25 0.08183630623139888 -0.1610751733290684 0.3247477857918662 0.5090566738289382 0.7368770251884371 not prognostic CRIP2 -0.17092752028710584 -0.3819001457220327 0.04004510514782103 0.11230000069243697 0.3350289590801027 not prognostic HSPB1 -0.13493153337289676 -0.32057893306572405 0.05071586631993055 0.15429208579023637 0.39993544993630176 not prognostic SRCIN1 -0.16096251690460475 -0.3309295791764596 0.009004545367250066 0.06343522115816162 0.2437491566648159 not prognostic RFC2 0.36937096681536635 0.10221564248564718 0.6365262911450855 0.006731141236499434 0.07081540245638006 not prognostic LACTB -0.4385232815040628 -0.6758844853007194 -0.20116207770740616 0.00029344300487067705 0.016419970141294822 favorable KLHL20 -0.0061951363214726085 -0.20374109793518927 0.19135082529224404 0.9509885589236791 0.9820300539842789 not prognostic LAMA3 -0.025180619738708533 -0.19751050201508472 0.14714926253766766 0.7745814202304744 0.8949319209347577 not prognostic RHOF -0.039793557966845486 -0.2503510806173266 0.17076396468363564 0.7110723236500833 0.8641550853317763 not prognostic RTTN -0.0011989411694335063 -0.2852410146955344 0.28284313235666736 0.993399172287197 0.997633515365931 not prognostic HARS2 -0.14905693558864633 -0.383539847372421 0.08542597619512834 0.2127949005001447 0.4746269915739401 not prognostic CFI 0.052151271250809726 -0.13653818702536774 0.2408407295269872 0.5880195888816604 0.7915410283051428 not prognostic C7orf55 -0.27332644302714143 -0.4901758982553648 -0.056476987798918105 0.013495319011825093 0.10335636536601374 not prognostic PRMT3 0.4452734029430253 0.17709553389074112 0.7134512719953094 0.0011368919042158414 0.028753088187696126 unfavorable KCT2 0.17272535105740258 -0.04413592023826754 0.38958662235307273 0.11850740687651751 0.3456015680017789 not prognostic FBXO6 -0.06619051794574698 -0.25037812946033045 0.11799709356883645 0.48121994956426495 0.7174624826725836 not prognostic GOLPH3 0.21098000445519904 -0.036657460888747245 0.4586174697991453 0.09495241050150673 0.3043712607303937 not prognostic NDUFA11 -0.24935557459818425 -0.5413516668668472 0.04264051767047877 0.09418008868504138 0.3033073143874732 not prognostic IGKV4-1 0.06566605846912342 -0.12596465918641997 0.2572967761246668 0.5018253534158604 0.7301872889862178 not prognostic C8orf33 0.10648833096410128 -0.1285194774124115 0.341496139340614 0.3744804196598831 0.6364318901319159 not prognostic ARSB -0.016769331693808 -0.20879155849549666 0.17525289510788064 0.8640948392035208 0.939320191280855 not prognostic DDB2 -0.21251455175660874 -0.4507141117927787 0.025685008279561217 0.08035647051145214 0.27532777668925795 not prognostic FAM173A -0.1937067923068085 -0.39184105242239575 0.004427467808778757 0.05534383869389719 0.22739485444078086 not prognostic SHC1 0.16108961376965436 -0.09092033791122012 0.41309956545052884 0.2102614952687265 0.471560913612452 not prognostic TLR8 -0.1711429007353979 -0.4250856838833276 0.08279988241253183 0.1865335286936989 0.4440400644495311 not prognostic TCAF2 -0.013900630758779618 -0.1964853396384039 0.16868407812084465 0.8813824357332217 0.9473009540359584 not prognostic MPV17L -0.11729390725872454 -0.29739080764213355 0.06280299312468443 0.20178247437631588 0.4616811891365081 not prognostic BLVRA 0.3160792629734834 0.09931449054121955 0.5328440354057472 0.004263808138026647 0.05706109754821013 not prognostic FOXA2 0.10280181369290076 -0.18702722010016848 0.39263084748597 0.48693276542066544 0.7218925399588041 not prognostic RCN1 0.002104655780250357 -0.14468557030778811 0.1488948818682888 0.9775810673689923 0.991872540362034 not prognostic CPQ 0.022514641364170834 -0.16797542908189406 0.21300471181023573 0.8168063567760603 0.9158255870026385 not prognostic ABCD4 -0.24513178791969925 -0.4431414638675377 -0.04712211197186081 0.01524970736878076 0.11073043801516153 not prognostic HEBP1 -0.1753199766937899 -0.35285528285577406 0.0022153294681942493 0.05292810203762047 0.22236757275589678 not prognostic NCAPG2 0.533411265511226 0.23647060717799007 0.8303519238444619 0.00043025683372611734 0.01965351751198943 unfavorable HSPA12A 0.20000818117429295 -0.014387676452586456 0.4144040388011724 0.06748433329952656 0.2525866371365641 not prognostic TULP3 -0.0001204570812428398 -0.17808178660819088 0.1778408724457052 0.9989414905997832 0.9993879947859939 not prognostic AGRN -0.19049292125377051 -0.3968680910849517 0.01588224857741069 0.0704309945294969 0.25779586836573415 not prognostic ACSL3 0.40204587057787144 0.189293368913787 0.6147983722419559 0.00021238306047441027 0.014515004125399963 unfavorable CTSA -0.02805439875156027 -0.2390946981957304 0.18298590069260987 0.7944429833497072 0.9056083562426698 not prognostic N4BP2L1 -0.42175409156009114 -0.6508705751259565 -0.1926376079942258 0.00030871932248635 0.01675129754072904 favorable KRT18 -0.15654846010274337 -0.3238613940338909 0.010764473828404147 0.06667402721245051 0.25155186078089736 not prognostic RASA3 0.20964353623800083 -0.030881281525006465 0.45016835400100813 0.08757665538878467 0.29050529666387154 not prognostic NDUFA9 -0.17044069348504062 -0.4355132714760006 0.09463188450591939 0.2075793210396735 0.46895222338334513 not prognostic HNRNPLL 0.5195786721664416 0.14262030606505838 0.8965370382678248 0.006902612653220614 0.07160960728190516 not prognostic ZAP70 -0.10041484051307789 -0.3031659385086965 0.10233625748254072 0.33170019757249786 0.601887285947826 not prognostic TJP3 0.021927777619528344 -0.15226791829353 0.19612347353258672 0.805124517101206 0.9114021749408393 not prognostic VTN 0.13043957597830688 -0.04363453411014473 0.3045136860667585 0.14192317908835098 0.381115243664669 not prognostic TMEM50B 0.04541372580141437 -0.19601472951944793 0.28684218112227666 0.7123680362055583 0.864556191968058 not prognostic LMCD1 0.04828433595883238 -0.143743477098025 0.24031214901568979 0.6221382591920231 0.8120722896262114 not prognostic TOMM22 -0.04275434486524089 -0.29594307043252793 0.21043438070204618 0.7406698204693645 0.8778417927802781 not prognostic SIGLEC9 0.2662278035932921 -0.0677303921609203 0.6001859993475045 0.11817925012416756 0.3455450118751379 not prognostic GNG7 -0.1843935941147076 -0.4146425241887414 0.04585533595932623 0.11650204868806258 0.3434451241041239 not prognostic ICA1 -0.006940307995425779 -0.1752891804026779 0.16140856441182636 0.9356002294473512 0.9752507689186326 not prognostic ABHD6 -0.32495666484253194 -0.5886123684445352 -0.061300961240528584 0.015706585510694093 0.11240692252377635 not prognostic CD97 0.12528969525827202 -0.07333389875583052 0.32391328927237456 0.2163378278305004 0.4795426027646621 not prognostic ACSF2 -0.24650086000003957 -0.40870298572054303 -0.0842987342795361 0.002895827606177301 0.0472246713262393 favorable PCMTD1 -0.5085341277207702 -0.7936250914548388 -0.22344316398670167 0.0004720989694014305 0.02003176337938866 favorable GINS2 0.4318042628729656 0.14327424361298913 0.720334282132942 0.003354706569193549 0.050906250701677695 not prognostic PLLP 0.0031382068501076173 -0.17914578566443576 0.185422199364651 0.9730822484895041 0.9904508152258448 not prognostic ARL6IP1 -0.09737709582474177 -0.35732465766948474 0.16257046602000116 0.46282192867112726 0.703744009407711 not prognostic DOCK2 0.01770278021284466 -0.17609148381618217 0.2114970442418715 0.857906753066843 0.9364592977575525 not prognostic HMGA1 0.2681132560511535 0.04771299045540087 0.4885135216469061 0.01711334028156991 0.11740669390106928 not prognostic RAB34 0.196915758152867 0.04623398819296412 0.3475975281127699 0.010426816292636264 0.09116336549606686 not prognostic MCCC1 -0.29766802619981986 -0.4944275401378155 -0.10090851226182423 0.003025496834260157 0.04768886119213237 favorable HMGN4 -0.13507899135277013 -0.3545675585204059 0.08440957581486563 0.2277353813584341 0.4924915143241692 not prognostic GRAP -0.31067974528799136 -0.6298242363780469 0.008464745802064189 0.05639388010386318 0.22918493353149663 not prognostic CBX8 -0.017662401502310146 -0.2813934464715641 0.24606864346694385 0.8955686319398259 0.9544132795806762 not prognostic PWWP2A 0.17642254768785012 -0.04013871957091561 0.39298381494661583 0.1103341773471988 0.33215261929706485 not prognostic C1QTNF1 0.08371598610355514 -0.1581035358431801 0.3255355080502904 0.49743959486635436 0.7275897227313299 not prognostic SLBP 0.401001560986102 0.14601252582543306 0.6559905961467709 0.002054187675978228 0.03913008992134697 unfavorable PAK1IP1 0.3338193433059907 0.0635448495740264 0.604093837037955 0.015487435933467417 0.11164171812587262 not prognostic C12orf57 0.18778174220839344 -0.06605092096898679 0.4416144053857737 0.14707160393421997 0.38887538984733355 not prognostic SLC35B2 0.46091857151420396 0.1989587018507183 0.7228784411776896 0.0005635884503691594 0.021024197483979518 unfavorable THNSL1 -0.4699549761712971 -0.7060546488234534 -0.23385530351914088 9.567887283506779e-05 0.011124843486913791 favorable TIMM50 -0.21127895338289557 -0.47752510986633734 0.054967203100546175 0.11986883284637964 0.3474217094443629 not prognostic MBOAT1 -0.006502374493217305 -0.17953042376918915 0.16652567478275454 0.9412847276059417 0.9767410948372736 not prognostic SPCS1 -0.22681544310687718 -0.5029820659462256 0.04935117973247133 0.10745965828888393 0.32746300907432874 not prognostic ADAMTS10 -0.007142652847330663 -0.2522716254979754 0.23798631980331403 0.954457483790448 0.9833438265104582 not prognostic PPP1R14B 0.18179794191946566 -0.07612085812105909 0.43971674195999044 0.16712218477994642 0.4180622856481867 not prognostic ALDH1L2 0.01722880484855655 -0.16425466375919434 0.19871227345630743 0.8523932898408927 0.9335140212777384 not prognostic PLBD2 0.007909573648216468 -0.18334280888478088 0.1991619561812138 0.9353960603149815 0.9752650434377581 not prognostic DMD -0.5365565787335292 -0.8460851456757799 -0.22702801179127863 0.0006799795256921229 0.022800961398957216 favorable ESF1 0.5771153292966065 0.3058895525689623 0.8483411060242507 3.0403948072165042e-05 0.009386432658279091 unfavorable CTSZ -0.222223426848562 -0.40793229694662436 -0.03651455675049961 0.019009880705677433 0.12404917052327263 not prognostic LYPLA1 -0.2438922681301594 -0.46333088665716105 -0.024453649603157795 0.02937797328442639 0.15740334818400328 not prognostic SLC37A2 0.19082617184767992 0.00011794139857387864 0.3815344022967859 0.04985848355089567 0.21460721309190814 not prognostic SLC1A5 0.33170412664693055 0.17652244804457035 0.48688580524929076 2.7961345431462408e-05 0.009271775023995664 unfavorable SIGLEC5;SIGLEC14 0.2882030928095828 0.1139864305802086 0.46241975503895694 0.0011855720084726032 0.028922142212139554 unfavorable GSTO1 -0.12194903127044189 -0.289745485243839 0.04584742270295518 0.15431961044023965 0.39989101947075706 not prognostic WAS 0.02006881038730315 -0.17460041934738044 0.21473804012198675 0.8398727055498749 0.9269453072963548 not prognostic SEL1L3 0.1140824800529249 -0.09093453612567182 0.3190994962315216 0.2754360587281104 0.548360914786029 not prognostic CNN2 0.06388171749898869 -0.12644890024355265 0.25421233524153003 0.5106450947125513 0.7375069419199017 not prognostic DAPK2 -0.16395231254155876 -0.39677159123954164 0.0688669661564241 0.16752050049494427 0.41835733359309235 not prognostic CAPZA2 0.09336834459320653 -0.25746562378002524 0.4442023129664383 0.6019417276732175 0.8020813049350076 not prognostic CRYZ -0.4014221531315676 -0.6088373924816926 -0.19400691378144258 0.00014870245790453922 0.012679362910660377 favorable RCSD1 -0.03942451234629667 -0.2358786524391112 0.1570296277465179 0.6940783293829386 0.8553452557419752 not prognostic NUBPL -0.31428607337364495 -0.5273642717289526 -0.10120787501833722 0.0038413103316614376 0.05373633031150758 not prognostic ORM2 0.025075597443791748 -0.15699096236918136 0.20714215725676488 0.7872054808060618 0.9013749417645058 not prognostic ISLR 0.03587957830461449 -0.12173100169193704 0.19349015830116603 0.6554672622178683 0.8319249218367699 not prognostic GRB14 -0.05233011483065718 -0.24044311576317262 0.13578288610185824 0.5855942848692102 0.7898200711711417 not prognostic SORBS1 -8.519961193905072e-05 -0.3037654837586126 0.30359508453473455 0.9995612580610704 0.9995612580610704 not prognostic RNLS -0.23546397668325345 -0.4514906890717182 -0.019437264294788675 0.03265381949685186 0.16639137504571128 not prognostic APEX1 0.12487409771674046 -0.1471812124311151 0.396929407864596 0.3683179390190612 0.6315936617578346 not prognostic SSC5D 0.11529185160432134 -0.07370242763415405 0.30428613084279676 0.23183964290600187 0.49740242581774136 not prognostic SHBG 0.1578739701668132 -0.036218667704074003 0.3519666080377004 0.11088569511463083 0.33224887160685734 not prognostic CHCHD4 -0.28383194018440355 -0.49408323839519563 -0.0735806419736115 0.008147794102052547 0.07869169427796813 not prognostic ZCCHC9 0.3232631853368736 0.0415598226090394 0.6049665480647077 0.024504967735109618 0.14330044162797936 not prognostic ACOT8 -0.1335948105656156 -0.34160080694807204 0.07441118581684086 0.20809724985824915 0.46917518961997096 not prognostic PFKM 0.1577857152633761 0.00628703308739792 0.30928439743935426 0.04122097821984481 0.19161548182880092 not prognostic NDUFC2;NDUFC2-KCTD14 -0.12522117881070266 -0.37337708495008515 0.12293472732867985 0.32265760268405 0.5952510852730888 not prognostic SSRP1 0.3611026170415462 0.05603812388592894 0.6661671101971636 0.020341143328961826 0.13008161158871087 not prognostic GPHN -0.17633249702967846 -0.39771885615818936 0.04505386209883247 0.11850111901030445 0.3456958352881251 not prognostic NPC1L1 0.14594190471228663 -0.06066087792682126 0.35254468735139455 0.16620640853200466 0.41693638990950904 not prognostic GPR155 -0.05430505037012506 -0.26189126925057726 0.1532811685103271 0.6081393220699018 0.8043538706591565 not prognostic NDC80 0.5320409534858136 0.2590670494758976 0.8050148574957297 0.00013341046520755386 0.012313648402095152 unfavorable HGF -0.02825311651706525 -0.26239311140693694 0.20588687837280642 0.8130414530749797 0.9144673529372227 not prognostic IGKC 0.08599335555246104 -0.10605438700704511 0.2780410981119672 0.3801529683569702 0.6412037538997652 not prognostic NSUN6 -0.08532525307575008 -0.322088550878278 0.15143804472677785 0.47997925733477687 0.717165268844836 not prognostic OSBPL6 0.08582568798338024 -0.10060096020947955 0.27225233617624 0.366890424644832 0.630353093810244 not prognostic NELFE 0.2958749021587861 -0.012714095549720472 0.6044638998672927 0.06021554972579757 0.23791254046560706 not prognostic C7orf50 0.11717097302967916 -0.15668365347219848 0.3910255995315568 0.40170119534499715 0.6574827791451114 not prognostic IRF2BP2 0.2137786198887585 -0.0029093941547750912 0.43046663393229206 0.05315639256657107 0.22249143648831735 not prognostic ZKSCAN8 0.03998974876313779 -0.1785900967872543 0.2585695943135299 0.7199089468977674 0.8688790511695487 not prognostic SENP8 -0.3656881104887729 -0.6514145945950611 -0.07996162638248466 0.012125620990671335 0.0976265150444968 not prognostic SIRT3 -0.38016504278032526 -0.6017866016894887 -0.1585434838711618 0.0007735722623417572 0.02396467980880883 favorable TYMP -0.17932360013050364 -0.34343130142363043 -0.015215898837376812 0.03221844819422018 0.16539665520805805 not prognostic EARS2 -0.2559629435834585 -0.46920027771170336 -0.042725609455213615 0.01863891558171153 0.12243155627517484 not prognostic CDK6 -0.011998491276277575 -0.16130465100799637 0.1373076684554412 0.8748461071742383 0.9450406850302793 not prognostic SAA4 0.03713515557900707 -0.1453401659783171 0.21961047713633122 0.6899904652107965 0.8532437341204782 not prognostic ARHGAP25 -0.039844428593666104 -0.26286422763573847 0.1831753704484063 0.7262151508712904 0.8712051783130996 not prognostic HSPH1 0.05757972389805191 -0.1743036756068214 0.28946312340292524 0.6264815376626274 0.8148901942021652 not prognostic DGAT1 -0.1536974884057192 -0.35048995106013137 0.043094974248692935 0.12582933236177904 0.3563903867874115 not prognostic NID1 0.0257657195379287 -0.19941339585064555 0.25094483492650294 0.82255080442155 0.9181270853990946 not prognostic KLB -0.01673443994263403 -0.2053563473738234 0.17188746748855532 0.8619542612663933 0.9384745836213084 not prognostic ATP6V1C1 0.1893212904635208 -0.04821835456539772 0.4268609354924393 0.11826222037550109 0.3454491546563984 not prognostic ACOT1 -0.2461333181900902 -0.4590297609241748 -0.03323687545600565 0.02345451821205556 0.14064856098629167 not prognostic ZNHIT3 0.21113844868626885 -0.14682746343479797 0.5691043608073356 0.2476638338234992 0.516019153879867 not prognostic SLC25A13 -0.29946924194282326 -0.4905548451580879 -0.10838363872755863 0.0021287605678685833 0.03978871265997375 favorable PALMD -0.3226733015719656 -0.5082126937849003 -0.13713390935903091 0.0006529911166295083 0.022061243272392405 favorable U2AF1 0.3951660922900101 0.023024161980836122 0.7673080225991841 0.03741326222671589 0.17979653071164112 not prognostic ADAMTSL3 -0.2158941666678952 -0.5690125461768435 0.13722421284105304 0.2307968996348227 0.49599727374713576 not prognostic GLTPD2 0.023197755061249967 -0.1945395393319271 0.24093504945442704 0.8345928357163522 0.9246516097226211 not prognostic TAF8 -0.1460908391327175 -0.394845662596648 0.10266398433121302 0.2497058060098803 0.5188248041788021 not prognostic CCDC25 -0.17870843394364447 -0.41267937435560165 0.05526250646831274 0.13438481012573095 0.3704270951526075 not prognostic FAM126B -0.12691924918503975 -0.33489684401836894 0.08105834564828948 0.23166662537774702 0.4975081067418971 not prognostic IL1RAP 0.18952104522349797 0.039080915762487484 0.3399611746845085 0.013544656792864708 0.10355705573571113 not prognostic C1RL -0.06507103240207368 -0.33473140635563403 0.20458934155148667 0.6362461897819907 0.8210308643871667 not prognostic PIK3C2G -0.13064637459580006 -0.3473912932200992 0.08609854402849912 0.23744433058070083 0.5041117125181444 not prognostic HDDC3 -0.4009594304609986 -0.6528644205486422 -0.1490544403733549 0.0018104008343778168 0.03634197011252151 favorable SIRT7 -0.08505910747747573 -0.31062396135300074 0.14050574639804925 0.4598521889126752 0.7025693937432049 not prognostic TAP1 -0.036627797555860785 -0.2245262308619008 0.1512706357501792 0.702414142317696 0.8597011368653906 not prognostic ERAP1 0.08522178936007259 -0.11815917954491127 0.28860275826505644 0.4114898331843797 0.664874296426593 not prognostic PRKCDBP -0.15613533672599617 -0.43939525845384225 0.12712458500184992 0.2799866975058215 0.5527499234332128 not prognostic SEC61A2 0.05238156650049533 -0.19319489818516036 0.29795803118615105 0.6759023951595795 0.8462248837734185 not prognostic IRAK2 0.005966819603277473 -0.2491778779655456 0.26111151717210057 0.9634411551386901 0.9879382272313243 not prognostic NUDT7 -0.39668416355183295 -0.6330968967067421 -0.1602714303969238 0.0010065711625155468 0.026741340112764658 favorable EI24 -0.2759446624525229 -0.5662023689643043 0.014313044059258428 0.06241793107026409 0.2419167692086902 not prognostic IDH2 -0.20512517994999102 -0.3966587420040243 -0.013591617895957753 0.035812750336964266 0.17482636519456984 not prognostic COMTD1 -0.09599363863293378 -0.28762106697652523 0.09563378971065767 0.3261874205161855 0.5979434840052025 not prognostic COX7C -0.2879826430934556 -0.5432142673994766 -0.03275101878743458 0.027003705956113223 0.1500708748759042 not prognostic MAGED1 0.20108606250870895 0.0071203102375400895 0.39505181477987783 0.04216251293141154 0.19417745796035366 not prognostic WWOX -0.26049397303726707 -0.5205519313915559 -0.0004360146829782696 0.04961712382435126 0.21418616663424148 not prognostic GSTK1 -0.21907410919087025 -0.36890399746042557 -0.06924422092131491 0.00416001929703011 0.05660281575427139 not prognostic ABCC2 -0.151022136716827 -0.33067203472183976 0.028627761288185782 0.0994270346727298 0.3127794242533204 not prognostic GREM2 -0.054025197131863045 -0.3342841130902945 0.2262337188265684 0.7055642701521508 0.8615544068019921 not prognostic KCTD12 0.021406469896058943 -0.18105429858310165 0.22386723837521952 0.8358303742709695 0.9244211662567003 not prognostic GSN 0.18117044852808387 -0.012400353675128095 0.3747412507312958 0.066593662900643 0.25135458007987216 not prognostic LPGAT1 -0.094595841804791 -0.26505014092205936 0.0758584573124774 0.27672419491535466 0.5495811262371718 not prognostic PAFAH1B2 -0.09898658488129418 -0.321046652892007 0.12307348312941864 0.3822908257510903 0.6428718563015611 not prognostic ITGB4 0.10572253171321158 -0.059759498357265295 0.27120456178368846 0.21050633795314244 0.47163744837199306 not prognostic POLK 0.0957593178242038 -0.12706026920735264 0.31857890485576024 0.3996103167804562 0.6559793117226668 not prognostic TIMM8B -0.13966659832928532 -0.3224499555488949 0.043116758890324236 0.13422988675617317 0.3702280271497284 not prognostic NCOA3 0.013465153704962074 -0.25971175436569255 0.28664206177561674 0.9230372915584507 0.9690376256241569 not prognostic GMPR -0.015131709555678196 -0.19586971956267968 0.1656063004513233 0.8696589624976145 0.9423936929606805 not prognostic TINAGL1 -0.3098470701053831 -0.5355860816328386 -0.08410805857792764 0.007140351165354434 0.07297667121394777 not prognostic FHL3 0.05629139717034087 -0.15158706319750137 0.2641698575381831 0.5955999732803177 0.7969521089192474 not prognostic TMEM135 -0.3309057321708492 -0.5233831705642182 -0.13842829377748006 0.000752896606717027 0.023568822796984412 favorable UAP1 -0.1390952446622221 -0.35984492351896036 0.0816544341945162 0.21683755722430803 0.4799373670776835 not prognostic ADH5 -0.45053871990821426 -0.7456206449576708 -0.15545679485875774 0.002766811511865965 0.04587271012173331 favorable TACC3 0.4489211720108436 0.20706319528778794 0.6907791487338992 0.0002748074844248137 0.016080728157224555 unfavorable ENPP1 -0.16296404643937942 -0.41705861939168987 0.09113052651293105 0.208743968531468 0.47015968560056176 not prognostic MAP1A 0.10215566681751385 -0.11142604040436978 0.3157373740393975 0.3485289220187642 0.616067016551628 not prognostic PRIM2 0.34785595146803644 0.1139152454751729 0.5817966574608999 0.0035642985465604952 0.05248546856473045 not prognostic ARHGEF2 0.3881971386164882 0.17028398972603476 0.6061102875069416 0.00048024508905242995 0.02009174898264675 unfavorable BRIX1 0.2183165364809339 -0.04929423051986104 0.48592730348172886 0.10983477460769128 0.3314293013355781 not prognostic CAPN5 -0.27051301816254064 -0.44515615401388775 -0.09586988231119353 0.0023983402268339528 0.04210262755067525 favorable PGLYRP1 0.20699350180110895 0.03538443407726019 0.37860256952495774 0.018074271104410324 0.12058043904454964 not prognostic ABCG2 -0.09340847150718734 -0.3103709725296554 0.12355402951528074 0.3987701460722727 0.6550805720706527 not prognostic CDK2AP1;CDK2AP2 0.2921894318439036 -0.008276511355881422 0.5926553750436887 0.056653368530013806 0.22961412786293056 not prognostic CENPA -0.03716346847790912 -0.21445764055749927 0.140130703601681 0.6811918371742066 0.8478674431003298 not prognostic LCAT -0.1310972242664455 -0.4417830928358555 0.1795886443029645 0.4082213272431213 0.6630634148780234 not prognostic MYO1F 0.08486682214919505 -0.11862381881682202 0.28835746311521215 0.4136923940029442 0.6666285103506767 not prognostic SEPHS2 -0.2049340007522142 -0.41167780162807277 0.0018098001236443173 0.05203950688669209 0.22039248115258006 not prognostic ETFA -0.3019351903101148 -0.5143033959580857 -0.08956698466214386 0.005326661360674263 0.06316503200280355 not prognostic ITM2B -0.06224216350194359 -0.2642938629987919 0.13980953599490467 0.545997738432931 0.7622513257742135 not prognostic SH3PXD2A 0.17674054729999908 -0.07824558478441981 0.431726679384418 0.17429706551730717 0.4268275786587667 not prognostic FUT8 0.13576798581925945 -0.08719173684029533 0.3587277084788142 0.23267723997306772 0.4984827301935571 not prognostic ERICH1 0.0036172649857120777 -0.258524181075904 0.2657587110473282 0.9784235572850748 0.9917158506026577 not prognostic MASP1 -0.11518233678905758 -0.3675636738890277 0.13719900031091253 0.3710584014227545 0.6336230913480682 not prognostic SAMD4A -0.05675796914313243 -0.37176397602222294 0.2582480377359581 0.7239778843080762 0.87027040792296 not prognostic PDCD2L 0.3039659623043784 0.024212135796624068 0.5837197888121327 0.0332050676144367 0.16757890098762784 not prognostic FCGR1A;FCGR1B 0.13376911997828866 -0.07018259033819721 0.3377208302947745 0.19861293576795835 0.45817614375947724 not prognostic LCP2 -0.023731492372526336 -0.2269486714765754 0.17948568673152274 0.8189601876305291 0.9164042694483349 not prognostic CPM 0.08069932669998751 -0.10584912290727073 0.2672477763072458 0.39651353864087124 0.6532914448751785 not prognostic ABCD1 -0.016338297331400253 -0.21693928563523748 0.184262690972437 0.8731704303783682 0.9442559322596364 not prognostic NMNAT3 -0.19121484928313556 -0.34496390205278427 -0.03746579651348689 0.014786314025094905 0.10850972907104482 not prognostic ICAM2 -0.03106824387813478 -0.2586448737801633 0.19650838602389376 0.7890304603360816 0.9021953654392003 not prognostic HS2ST1 0.35174256155572725 0.08879564054752775 0.6146894825639267 0.008745843330674265 0.08199113648117978 not prognostic SP140L -0.012494303251554437 -0.20871952321237786 0.183730916709269 0.9006839977687129 0.9562224394667718 not prognostic ZNF292 -0.008355184116264703 -0.26526884607922 0.24855847784669063 0.949176686482007 0.9809510416799503 not prognostic ENPP2 0.08009837286957719 -0.13409247491653845 0.29428922065569285 0.46359250187979917 0.7039592383530939 not prognostic MSRB3 -0.027974979004607332 -0.25547753579285026 0.1995275777836356 0.8095488646763574 0.9130626083959976 not prognostic H6PD -0.06421528490222929 -0.2619679000567053 0.13353733025224668 0.5244831810066983 0.7462965542836888 not prognostic ERBB2 -0.10569151311180963 -0.29891941049247006 0.08753638426885077 0.2836938750299831 0.5559009111716872 not prognostic BPHL -0.4083200262022984 -0.6143115051960111 -0.20232854720858576 0.00010229789363196022 0.011034614960083611 favorable LAMB2 -0.21938670536847657 -0.41146715736840567 -0.027306253368547445 0.02518238098962297 0.14470979268298748 not prognostic LILRB2 -0.0005598762794638149 -0.23077593126827686 0.2296561787093492 0.9961968542591594 0.9982037421580586 not prognostic MT-CYB -0.10441410016835079 -0.32063534322573456 0.11180714288903298 0.3439066628359042 0.6120048404630988 not prognostic CRYBG3 0.04484327102147992 -0.16434420471579236 0.2540307467587522 0.6743721132236964 0.8448997382720058 not prognostic CD302 -0.009669285333753917 -0.22712170316494434 0.20778313249743652 0.9305505540593774 0.9730459133956559 not prognostic SLC25A21 -0.02388812359670945 -0.22141032909292988 0.173634081899511 0.812628907541876 0.9145778264264507 not prognostic EPB41L3 0.16295560075226181 -0.046641594873853026 0.3725527963783767 0.1275552200378154 0.3595723819264991 not prognostic COL21A1 0.17791364342815913 -0.01101582897957995 0.36684311583589824 0.06493792553855172 0.24729444804196238 not prognostic MASP2 -0.4167142070787171 -0.7033746040983371 -0.13005381005909705 0.004383314716517956 0.05754225316273499 not prognostic NOSTRIN -0.006569435918072826 -0.2594773237230011 0.2463384518868554 0.9593962374824093 0.9858228525398842 not prognostic FERMT3 0.13800098053737386 -0.04457456295324527 0.32057652402799297 0.13848609726862468 0.3761729456450233 not prognostic TMEM220 -0.12585729266981419 -0.4121447064154973 0.16043012107586888 0.38888743342976206 0.647278154210199 not prognostic HTATIP2 -0.169943419598497 -0.3451865067103793 0.005299667513385314 0.05734248063174497 0.2309434228951924 not prognostic CHID1 0.13920012218035474 -0.03519043796246704 0.31359068232317655 0.1177093503334771 0.3450726304962739 not prognostic NCL 0.4918237734988117 0.14441615301212518 0.8392313939854982 0.005525022499178336 0.06424094342226447 not prognostic DHODH -0.2397974077918295 -0.41988319376453553 -0.059711621819123456 0.009058576268005793 0.08386911409250865 not prognostic MPDU1 0.08501536313680583 -0.19488433510035805 0.3649150613739697 0.5516363669647776 0.7666563789872173 not prognostic ADAMTSL5 -0.38422235567504204 -0.7042424177068454 -0.0642022936432387 0.01861406402167775 0.1224479905849235 not prognostic GALM -0.1670109787989226 -0.3930024769419891 0.05898051934414386 0.14749356743178746 0.3893012704058942 not prognostic HSP90AB1 0.16677866934342114 -0.17013742817281843 0.5036947668596607 0.33194061673032155 0.6020794857347181 not prognostic COL18A1 -0.2609128261168655 -0.45571307815847173 -0.0661125740752593 0.00866109842071816 0.08188259151075997 not prognostic C1orf168 -0.2639480922478753 -0.5957486068836739 0.06785242238792338 0.11895946817491174 0.3462432114986947 not prognostic GIMAP8 -0.10428330037106123 -0.405601602449584 0.19703500170746155 0.4975661228487751 0.7275370729813952 not prognostic PROS1 0.12391142907914451 -0.0681629649041226 0.31598582306241163 0.20608075056071118 0.46674448767266563 not prognostic ACAD8 -0.2917903690399597 -0.4655441522957234 -0.11803658578419601 0.0009967901372288021 0.02671934760062714 favorable ITPKA 0.19091370569554378 -0.03574712439937419 0.4175745357904618 0.09876834616697122 0.31202293692056926 not prognostic VDAC3 -0.0889468472952715 -0.2704565316207266 0.09256283703018361 0.33682423598304634 0.6063919937173162 not prognostic TAGLN2 -0.19310597147039069 -0.40663737465387656 0.020425431713095188 0.07631444029712951 0.268993379519764 not prognostic MYO1G -0.05229119284997659 -0.25246181379677435 0.14787942809682114 0.6086457763336409 0.8047859452835752 not prognostic EVI2B 0.07181065371406704 -0.1592900928190193 0.30291140024715335 0.5425074011826722 0.7592729033591471 not prognostic MYCT1 -0.4214166993941829 -0.8195438845993527 -0.02328951418901315 0.0380220157544447 0.18155259042642316 not prognostic BRD1 -0.03575388620126726 -0.19525510352340367 0.12374733112086914 0.6604103598810682 0.83453125645945 not prognostic HSD17B7 -0.17183089994982795 -0.366810288651356 0.023148488751700086 0.0841188836728528 0.28376652807952196 not prognostic GALE -0.06726639355298465 -0.26450791077066516 0.12997512366469582 0.5038670407779426 0.7317310001759806 not prognostic PIK3CD 0.0022591075077383043 -0.22749793759508363 0.23201615261056024 0.9846244969892276 0.9946229404879335 not prognostic HLA-DRA -0.14824138804559342 -0.35263385397328784 0.05615107788210097 0.15516592288038408 0.40150303686360655 not prognostic GRTP1 0.008267033346049514 -0.20420723968693757 0.22074130637903658 0.9392129990347814 0.9770827306946779 not prognostic KIAA1462 -0.10422556585512378 -0.32797185336541 0.11952072165516246 0.361247254852624 0.6250959939496604 not prognostic FHOD1 0.34591895294460595 0.11188413583216442 0.5799537700570475 0.00376801973977423 0.053632878744354025 not prognostic TSEN2 0.016038673174343522 -0.21911255627839712 0.2511899026270842 0.8936549300523358 0.953395208384004 not prognostic NNT -0.23103777669037714 -0.419584414519351 -0.042491138861403294 0.016320679917967335 0.11415550570746996 not prognostic TYROBP 0.05365010268162697 -0.1866139836143073 0.2939141889775613 0.6616379328286022 0.8354928649667807 not prognostic PFKFB4 0.015088131131999239 -0.2119876097891285 0.242163872053127 0.8963840424751963 0.9547140533286264 not prognostic IGSF3 0.015659971394729178 -0.2758902870775346 0.307210229866993 0.9161575277896734 0.9652104431985109 not prognostic ATAD3B -0.006981130031063002 -0.19120149772723002 0.177239237665104 0.9407924519360508 0.9767963379547099 not prognostic PDZK1 -0.15223908728843752 -0.3150135654745474 0.010535390897672386 0.06678657562377395 0.25165833819850514 not prognostic CD163L1 -0.06217961259944046 -0.26055586848506046 0.13619664328617953 0.5389928993081867 0.756008683613692 not prognostic ABLIM2 -0.1078446947085675 -0.27918241320932585 0.06349302379219085 0.21733130524341332 0.4805549952690243 not prognostic SLC12A8 0.14075450419024568 -0.14622180495361173 0.4277308133341031 0.3363953349907983 0.6059853992299029 not prognostic VWF -0.20882048995232663 -0.4179849005105606 0.0003439206059073219 0.05037789219565283 0.21580539178357883 not prognostic STIP1 0.446061465729186 0.1149432894828118 0.7771796419755601 0.008282300660202947 0.07939126103939721 not prognostic HIST2H2AB 0.161120913362944 -0.06850622680682905 0.3907480535327171 0.16905872591004326 0.4205564804314024 not prognostic C20orf24 0.05116297749864782 -0.18735290723980266 0.2896788622370983 0.6741763788112052 0.8447727249120672 not prognostic RFTN1 -0.0962135234362911 -0.25356048831556827 0.06113344144298609 0.23073552027409966 0.4961035333847296 not prognostic ILVBL 0.03607097191687065 -0.21611937098721767 0.28826131482095896 0.7792204214394715 0.8960134129395824 not prognostic LAMP1 0.12831186799315492 -0.03539015959254563 0.2920138955788555 0.12447797561374581 0.3537940684666242 not prognostic LILRB1 0.08196324766153434 -0.16765219825275887 0.3315786935758276 0.5198543067137522 0.7434913111834223 not prognostic ACLY 0.030455278723009172 -0.1888207960272199 0.24973135347323827 0.7854531577915326 0.9002896071831509 not prognostic WDR12 0.36538690990205774 0.07847492300384917 0.6522988968002663 0.012558672593214327 0.09941449666405647 not prognostic STON1 0.1263497006487012 -0.12266182265543343 0.3753612239528359 0.3199816494902899 0.5923895177598357 not prognostic SIAE -0.1597602300552222 -0.3597437040219237 0.0402232439114793 0.1174069535540969 0.34441168255892185 not prognostic FAM135A 0.11728128415894849 -0.15241394026230992 0.38697650858020693 0.394035563450148 0.6507656151206742 not prognostic PRC1 0.3029189410636571 0.05900628420995552 0.5468315979173586 0.014928461381096405 0.10901673307092669 not prognostic GPR124 0.12696102716716717 -0.13352789100527623 0.3874499453396106 0.33943769681902064 0.6082837669376885 not prognostic SLC23A2 -0.096969322538785 -0.3042566111397543 0.11031796606218429 0.3592085324016393 0.6234963145777194 not prognostic NFASC -0.11603016901435997 -0.4107787428150245 0.17871840478630457 0.4403776001226246 0.6870013336640283 not prognostic ENTPD1 -0.08803641338068044 -0.30309278123984784 0.12701995447848693 0.4223566506573255 0.6723611474635554 not prognostic C4A 0.13930440955424836 -0.02768567007908071 0.3062944891875774 0.10204547567316662 0.31777848476586457 not prognostic AP5M1 -0.0805922605976523 -0.24143022076127768 0.08024569956597306 0.32605374767938183 0.5979433025345158 not prognostic PRCP -0.15179821250636819 -0.3562395928819764 0.052643167869239976 0.14559233321337958 0.38656232481002 not prognostic GM2A -0.09434735134147311 -0.27177271523402796 0.08307801255108176 0.2973066936478618 0.5709538456090318 not prognostic CBR3 -0.12470637937812405 -0.30675599109236545 0.057343232336117336 0.17940116815626048 0.4339850468800324 not prognostic C19orf12 -0.163874835172922 -0.375486972567477 0.047737302221633 0.12906021013333832 0.3623317846734958 not prognostic HSD11B2 0.04265423765226908 -0.1499689765532932 0.23527745185783136 0.6642797905700124 0.8371758115108842 not prognostic MXRA8 0.09531069945424948 -0.11951089661116403 0.310132295519663 0.38452749083683424 0.6432501168651302 not prognostic MYLK -0.3682343428855571 -0.6055812750979561 -0.1308874106731581 0.002359455565214968 0.04183011024825665 favorable SUGCT -0.24609606541696166 -0.4172874836534871 -0.07490464718043624 0.0048392420522787956 0.06025832280118506 not prognostic GIMAP7 -0.2700303784038416 -0.5406857597411207 0.0006250029334374796 0.05053139511770936 0.21604946537194455 not prognostic CCDC158 0.18303522158972962 -0.08425881371164934 0.4503292568911086 0.1795549414473359 0.4340052350912522 not prognostic SDF2L1 0.08659254772892135 -0.19324717432729965 0.3664322697851423 0.5441934966453821 0.7603252770702412 not prognostic PBXIP1 0.1440094708132878 -0.0548208631621567 0.3428398047887323 0.15573319887599218 0.4026218104351019 not prognostic PROSC -0.30498260657423526 -0.59574713403801 -0.014218079110460413 0.03980139701098848 0.1872527101625748 not prognostic ACE -0.03557290880796075 -0.2939342234134673 0.2227884057975458 0.7872672592236666 0.9013304056047937 not prognostic C2orf72 -0.2581416649762149 -0.522314177452561 0.00603084750013122 0.05546450749371063 0.22778611724366574 not prognostic PDIA5 -0.02912109790458045 -0.251728595894121 0.19348640008496007 0.7976428875550229 0.9076381256075394 not prognostic SARAF -0.011535736427154835 -0.2590991201080281 0.23602764725371841 0.9272314591229996 0.9716178901601377 not prognostic TMEM38B 0.07267307938220671 -0.15258801106460265 0.2979341698290161 0.5271791734084413 0.7482300474834774 not prognostic CECR1 -0.04827742449768184 -0.28432471860005293 0.18776986960468928 0.6885229049254847 0.8524886693123862 not prognostic TMEM181 0.24476695528928227 0.014401651657925424 0.47513225892063915 0.03729734883996011 0.1793357487455225 not prognostic CD63 0.2235655783625681 0.06358808271943611 0.3835430740057001 0.006162388806882503 0.06777870637348778 not prognostic LYRM7 -0.15164952604110754 -0.3384801040897579 0.035181052007542846 0.1116334768578977 0.3334849910940134 not prognostic MAP1B 0.09818299421176438 -0.11415686550491255 0.3105228539284413 0.36479822383279503 0.6283259903761089 not prognostic RTP4 -0.1168986357545954 -0.3436710128768724 0.10987374136768162 0.3123326082336448 0.5846359693739958 not prognostic AGT 0.208926437587843 0.016352517841105196 0.4015003573345808 0.03347035220259245 0.16834835015157879 not prognostic CLDN5 -0.12819770955744786 -0.39004498834688006 0.13364956923198434 0.33726763511245994 0.6062150446018579 not prognostic MYH7 0.01860237121483917 -0.13821722663676997 0.17542196906644833 0.8161525540292938 0.9157806512375318 not prognostic SLC30A10 -0.18558196261166698 -0.35785749337045825 -0.01330643185287575 0.034742228854301 0.17222988645213558 not prognostic MGMT -0.07496459569140665 -0.26219583498641563 0.11226664360360233 0.43260582175272677 0.6809282563558654 not prognostic MRVI1 -0.06375891930098106 -0.2657952862452319 0.13827744764326982 0.5362272305801039 0.7531914646036508 not prognostic GNG12 -0.20114447675923897 -0.4308166585294122 0.02852770501093424 0.08606767761307205 0.2875238498768038 not prognostic HMGN1 0.02066577583543148 -0.17708955329793571 0.21842110496879866 0.8377130377372284 0.9257028914911634 not prognostic NOTCH3 -0.057459078337219305 -0.29542736398967 0.1805092073152314 0.6360371289434176 0.8209977530897372 not prognostic RAP1GAP 0.37002334874297377 0.22136128422596163 0.5186854132599859 1.0695197324124033e-06 0.003191803388096082 unfavorable NPM1 0.04776723673088374 -0.19543740270372026 0.29097187616548775 0.7002731269929269 0.8589594884186429 not prognostic VPS13B -0.028165680545320766 -0.2929867942168914 0.23665543312624987 0.8348724354496034 0.9248469332566567 not prognostic GAA -0.19253813070384526 -0.3695304332470991 -0.015545828160591385 0.03299745942039498 0.167285534649375 not prognostic TMPO 0.19937869405972788 -0.043896711398123955 0.4426540995175797 0.10820640725559615 0.32906656391282346 not prognostic PADI2 0.03330527936265296 -0.15100693383476177 0.21761749256006768 0.7232143655028498 0.8699366135089365 not prognostic CD3EAP 0.277824882625845 -0.011453115991601703 0.5671028812432917 0.05978648210416481 0.23694925820211934 not prognostic APH1A 0.27706130868243245 -0.03069245849958019 0.584815075864445 0.07764856540873398 0.2711340117411838 not prognostic DERA 0.026198275259367815 -0.16319138893103877 0.21558793944977442 0.7862973175227427 0.9009111701793083 not prognostic POLE2 0.3403776688505716 0.07292563982028932 0.6078296978808538 0.012617607999504028 0.09970471705168539 not prognostic TATDN1 -0.132794002762674 -0.37390935677964254 0.10832135125429451 0.28038810705202344 0.5531764483113191 not prognostic HMGN3 -0.1565398008040488 -0.3667822660024112 0.05370266439431359 0.14447530319565646 0.3848519457038716 not prognostic NDUFS5 -0.0678507861695395 -0.32010138346802275 0.18439981112894377 0.5980586110878254 0.798809301069566 not prognostic SLC5A9 -0.08524134369306065 -0.26908336558701074 0.09860067820088946 0.36347197788156826 0.6272483843434234 not prognostic CBX3 0.46144955433036167 0.1801565096891724 0.7427425989715509 0.0013033573223443864 0.030952143519759393 unfavorable OSTF1 -0.045750701626305845 -0.28258802791964865 0.19108662466703694 0.7049751515446852 0.8614224828414857 not prognostic MINOS1 -0.09532850618356427 -0.3174371124318462 0.12678010006471763 0.40022914393691644 0.6561529986572446 not prognostic EHBP1 -0.055924988999301664 -0.3221341079007272 0.21028412990212392 0.6805244363152482 0.8480978950905369 not prognostic SERPINA5 0.0013703437672517838 -0.15839368545524335 0.16113437298974692 0.9865872379374181 0.9954824232225521 not prognostic COQ6 -0.4357325295327988 -0.6826094401995401 -0.18885561886605753 0.0005415913571094886 0.020633478383835113 favorable TOMM34 0.21752118418274063 -0.07136084532634202 0.5064032136918233 0.13999611488761307 0.37855186245508904 not prognostic TNFAIP8 0.039431542909970564 -0.15488241971621255 0.23374550553615367 0.6908295564419265 0.8539275188215611 not prognostic INPP5D 0.0574212853720467 -0.14608873858464322 0.26093130932873665 0.5802546349231416 0.7867665828361179 not prognostic UNC5CL -0.07677776244516898 -0.29525114243001166 0.1416956175396737 0.49095724500175697 0.7236648361048288 not prognostic ATP6V0C 0.1559560258911594 -0.0755824158142073 0.38749446759652606 0.18678102030428845 0.44415683261203037 not prognostic PDE3A 0.18799063849268857 -0.027041979451990883 0.403023256437368 0.0866235937877341 0.2886271065059856 not prognostic ESRP2 -0.25098312199012923 -0.5082248140419161 0.006258570061657642 0.05584042078862915 0.22797049125426208 not prognostic GIMAP5 -0.09238828105318986 -0.3190486480377713 0.13427208593139156 0.4243516321097953 0.6735011810457362 not prognostic RNASET2 0.13540953422060611 -0.10088603904155649 0.37170510748276875 0.2613694141554042 0.5323112750075828 not prognostic PSMB6 -0.041989954941934964 -0.30083612988436725 0.2168562200004973 0.750526797008179 0.8835590287461179 not prognostic GKAP1 -0.1255707905595957 -0.35021155039281726 0.09906996927362588 0.2732581289034183 0.5466994476139226 not prognostic ALDOC 0.04520871366900216 -0.11820093496284194 0.20861836230084624 0.5876523285497427 0.7912845988127307 not prognostic ERO1L 0.24250157814946577 0.06626300173589486 0.4187401545630367 0.006999240756921809 0.07202781896174823 not prognostic CCRN4L 0.026189793776275953 -0.19388843760441826 0.24626802515697016 0.8155750260003021 0.9158212978528415 not prognostic SLC31A1 -0.42805982076328414 -0.6608257187281863 -0.19529392279838204 0.00031287266171523015 0.016773346948122488 favorable BST2 -0.036477286051023905 -0.21161084303433925 0.13865627093229144 0.6831073613534095 0.8491891427654924 not prognostic MAMDC2 -0.034769949538516705 -0.29829881195748836 0.22875891288045497 0.7959459768058877 0.9063984139332375 not prognostic C19orf53 0.07343126809502983 -0.15542086564507118 0.3022834018351308 0.5294215813243452 0.74880117181625 not prognostic PLXNC1 -0.011281791329009645 -0.23495271448141183 0.21238913182339256 0.9212501484727879 0.9684105411854961 not prognostic NUPR1 0.10827193165340436 -0.07307156327627486 0.2896154265830836 0.24191843216690678 0.5091433293818327 not prognostic PCYT2 -0.2234311638597996 -0.4062937798292452 -0.04056854789035402 0.016630018223267592 0.11497185571653648 not prognostic PTRF -0.20298291866935989 -0.47047683670787876 0.06451099936915902 0.13694003004273136 0.37390182646312103 not prognostic GALC 0.046081045272393595 -0.1230460411221102 0.2152081316668974 0.5933279324249287 0.7955766031152294 not prognostic MAN1C1 0.25793729798319637 -0.002305015776787489 0.5181796117431803 0.05206399785921502 0.22039194933028466 not prognostic RRP15 0.39761971861814527 0.08915767504384253 0.706081762192448 0.011521498484198518 0.09568828935902536 not prognostic EMSY 0.10124528186923572 -0.1804226438356114 0.3829132075740828 0.4811169138769017 0.7176673991902535 not prognostic ADAM9 0.3696444522878776 0.1658761362597469 0.5734127683160084 0.0003773203451444336 0.018260265135557372 unfavorable MAFG 0.31079168577772387 0.04195926114607351 0.5796241104093742 0.023459073988872103 0.14058171982755818 not prognostic BNIP3 -0.1969213281280435 -0.418400434344273 0.02455777808818596 0.08139623322480968 0.2779330572317777 not prognostic APOC1 -0.15358633109028888 -0.33066987203905274 0.02349720985847495 0.08915041027483524 0.2933346648991547 not prognostic ZBTB7B 0.035278727458540486 -0.1941158019319626 0.2646732568490436 0.7630911336063001 0.8880742128138833 not prognostic CEP89 0.03489871061128012 -0.2148518603576806 0.2846492815802409 0.7841813666551771 0.8996381055437982 not prognostic CYB5B 0.08730409355591859 -0.10941969871726595 0.2840278858291031 0.38440269722449705 0.643161530228167 not prognostic SERPINB9 0.04180806564456668 -0.17919824328471154 0.26281437457384493 0.710809542862084 0.8639530053277543 not prognostic TRAF3IP3 -0.08322966801572976 -0.31466458540816433 0.1482052493767048 0.4809029158848036 0.7175873009861078 not prognostic DHFR -0.09011709505422828 -0.29092312622309824 0.11068893611464166 0.3790833910752842 0.6401232742921575 not prognostic FMNL1 0.11791841904473292 -0.069973487541112 0.30581032563057786 0.21867954823476807 0.481988674383525 not prognostic DEPDC7 -0.3792011876611428 -0.6351275480814729 -0.12327482724081279 0.003683797909672585 0.053281167504521255 not prognostic NIP7 0.32336645397975655 0.0294094828870054 0.6173234250725077 0.03107958155337925 0.16234276175461168 not prognostic VKORC1 0.10074816499521666 -0.11443494451492497 0.3159312745053583 0.3588021456769326 0.6238795125743983 not prognostic SERPINA1 0.28271743648605324 0.09454139000115913 0.47089348297094735 0.0032330131307178466 0.049478917195413474 unfavorable PYURF -0.3341430437623511 -0.5548794564874845 -0.11340663103721771 0.0030079454411343493 0.04774846725970892 favorable CD3G -0.4092898773252854 -0.7442447424981478 -0.07433501215242294 0.01662354351742273 0.11510486087508562 not prognostic NUDT14 -0.023571210328980914 -0.21484625838723195 0.16770383772927014 0.8091441209916825 0.912836103230662 not prognostic TSTD2 -0.10453026732921616 -0.3344710514774749 0.1254105168190426 0.3729330885082792 0.6348868494798677 not prognostic ARHGAP30 -0.0003770824213620091 -0.20904095672607617 0.20828679188335217 0.9971739732729147 0.9982890062297222 not prognostic ERGIC1 -0.1365455234215479 -0.38322038353646126 0.11012933669336547 0.27795382293662185 0.5510453004321468 not prognostic TXNRD2 -0.26213508885315295 -0.47262084046665254 -0.05164933723965337 0.014650583410531293 0.10795610969093553 not prognostic RBMS1 0.225270614859649 0.0321215257289906 0.41841970399030737 0.02225926450979675 0.13649807887411666 not prognostic GNE -0.0017539471778896226 -0.21364223614852604 0.2101343417927468 0.9870556974137943 0.9956184834323681 not prognostic VAV1 0.09147337275152387 -0.11472189195718727 0.297668637460235 0.3845797177888254 0.6432173012074265 not prognostic FRZB -0.34671945256027004 -0.6146030631265711 -0.07883584199396898 0.01118821817563831 0.0943202611360544 not prognostic SLC25A30 -0.12996981334946026 -0.3293136715322274 0.06937404483330689 0.20129417566314695 0.4611532125670815 not prognostic TAPBPL -0.33120939803740373 -0.5881054330554074 -0.07431336301940011 0.011506418720671456 0.09565177976431899 not prognostic HNF1A -0.10753091889806603 -0.39439401347540454 0.17933217567927245 0.46252559100896107 0.7036519314024177 not prognostic PRKDC 0.4579191268987435 0.08746042139897159 0.8283778323985154 0.01540625076708868 0.11132539396105323 not prognostic F13B 0.2621650574609761 0.05318505656615949 0.4711450583557928 0.013941331806389541 0.10515311176293646 not prognostic RABIF 0.11261761662176228 -0.12002281736632917 0.3452580506098537 0.34272840142207134 0.6110010708745132 not prognostic TOPAZ1 0.07248917886981782 -0.13892041423445106 0.2838987719740867 0.5015567958229332 0.7301525191874343 not prognostic ADAMTSL4 -0.1910848230818804 -0.3680361491952922 -0.014133496968468606 0.034301398001991716 0.17042198463475686 not prognostic SDHAF2 0.07277575803093478 -0.10553793371987683 0.2510894497817464 0.42375332671921295 0.6735067520179502 not prognostic GOLPH3L 0.05725682799100036 -0.2078055071630166 0.3223191631450173 0.672020155654396 0.8432510796879898 not prognostic TST -0.35050251415355044 -0.5477077854714172 -0.15329724283568363 0.000494830545713078 0.02022930536880907 favorable BTN3A3 -0.23188208114984535 -0.4667479872686816 0.002983824968990939 0.052982459253013064 0.2222830167255042 not prognostic FES 0.04792350094491518 -0.14150976282668196 0.23735676471651232 0.6200082457304288 0.8107103584087233 not prognostic HMGB2 0.25963666328530327 0.03152536483314897 0.4877479617374576 0.02569210691214722 0.14669734259212633 not prognostic KIAA1143 0.012339212530275838 -0.2087114571531006 0.23338988221365228 0.9128799633987158 0.9633444498242223 not prognostic GUCY1A3 -0.03987150054120114 -0.2857418276920531 0.20599882660965083 0.7506085276978589 0.8835390676411953 not prognostic SCCPDH -0.304695827576562 -0.49804316496682544 -0.11134849018629858 0.0020103108410048647 0.038540284709885554 favorable LGALS1 0.1243776518747296 -0.08170278068849818 0.3304580844379574 0.23684267606766374 0.5033117680592911 not prognostic PARP4 -0.013342174877863348 -0.19195710698951068 0.16527275723378398 0.8836014015453288 0.9479788314002792 not prognostic APOBEC3G -0.04011420574479572 -0.23503469866174836 0.15480628717215694 0.6866861687441773 0.8512740610311021 not prognostic MPST -0.13704292587289665 -0.41534063692139267 0.14125478517559933 0.33446939262545394 0.6042180129490897 not prognostic CCNH 0.31494068388414437 -0.03303152384747721 0.6629128916157659 0.07607755407905906 0.2690056641665939 not prognostic DDX60 -0.2775986920421638 -0.49949058026799353 -0.05570680381633408 0.014205660446637769 0.10607446036592821 not prognostic ITPR3 0.1586516170204069 -0.004058347335340745 0.32136158137615456 0.05599454037384858 0.22828739524911945 not prognostic SKAP1 -0.15802966632757512 -0.4116391939273195 0.0955798612721693 0.2219737392160589 0.486256639882891 not prognostic MED28 0.34287707601516604 0.07019674579944546 0.6155574062308866 0.01371960744063829 0.10435993663214495 not prognostic AMN 0.04773713305876079 -0.19401488224470076 0.28948914836222234 0.6987407997417954 0.8581380493948276 not prognostic DEF6 0.04517406093876964 -0.153949513466481 0.24429763534402027 0.6565754843884496 0.83238746980031 not prognostic MRAS -0.2360464275287915 -0.49221948258786274 0.020126627530279717 0.07092202302010106 0.25885237346064605 not prognostic SMARCA1 0.18937981142256116 -0.05434757826910322 0.4331072011142255 0.12777842013159352 0.35986165317337426 not prognostic COL4A2 -0.2641997949929891 -0.508215640107755 -0.020183949878223223 0.03383069774299184 0.1693994613495559 not prognostic BAHCC1 0.11818614048974421 -0.09641386506011149 0.3327861460395999 0.28040668344350594 0.5530912176403853 not prognostic RASA4 0.2862038003171207 0.035744142526976 0.5366634581072655 0.025111794508640144 0.14486204654372115 not prognostic LYRM9 -0.3520489822424043 -0.5682997414721502 -0.13579822301265826 0.0014190125008845813 0.03274334773304035 favorable PGPEP1 -0.3577047248651823 -0.6435249482829568 -0.07188450144740771 0.014170979389243464 0.10599229613358123 not prognostic GLIPR2 0.11988691022147532 -0.07043496185886969 0.31020878230182036 0.21697423821293288 0.4801211949383065 not prognostic PPM1G 0.46352507091991685 0.11344399716301579 0.8136061446768179 0.009456571969161911 0.08612887979644618 not prognostic PAPLN -0.1110543227412312 -0.3150758038654937 0.0929671583830313 0.28603480398628156 0.5582885546302985 not prognostic CTNNBIP1 -0.05426912185907183 -0.2704842841990456 0.16194604048090194 0.6227596760439329 0.8122912849098676 not prognostic SPC24 0.3212755823857472 0.049402586834812245 0.5931485779366822 0.020552101443953284 0.1307768047105286 not prognostic PSME3 0.4541732308602241 0.06205922629469801 0.8462872354257502 0.02319762228237234 0.13976333263397006 not prognostic CBX5 0.19395040168870067 -0.018649640976881626 0.406550444354283 0.07377075216940401 0.26524881292075264 not prognostic ACAD10 -0.21817646466420956 -0.40421604997717064 -0.03213687935124848 0.02153150648151876 0.1337762508876041 not prognostic CNBP 0.09186488055476454 -0.1804878206855159 0.364217581795045 0.5085493942486765 0.736619111261673 not prognostic HSPA4L 0.09697181480981154 -0.07213864140494813 0.2660822710245712 0.26106041191803064 0.5318029278503137 not prognostic CPZ 0.008943331884596952 -0.2861914495403103 0.3040781133095042 0.9526399835059589 0.9829417739228823 not prognostic GALNT2 0.024644246747320943 -0.1731174121161996 0.22240590561084148 0.807042879827405 0.9118443845399743 not prognostic ATPAF2 -0.31625497359998 -0.5355371919217506 -0.0969727552782094 0.004702814737143396 0.059553465829766374 not prognostic HDHD3 -0.5073639912519299 -0.7415800166104344 -0.2731479658934254 2.1789472478147936e-05 0.009289578433183737 favorable PLOD3 0.18868442936352114 -0.05259408865095855 0.42996294737800084 0.12534253410983112 0.35557405192817426 not prognostic C11orf96 0.08471349746251096 -0.14734044923036932 0.3167674441553912 0.4742979976014623 0.7124815390144114 not prognostic LPIN3 0.0027149915860060236 -0.24020103631254874 0.2456310194845608 0.9825230462612407 0.9933968191052386 not prognostic C5orf51 0.3563831227612846 0.062277353649419054 0.6504888918731502 0.017549453969661295 0.11894039469369991 not prognostic PVRL3 -0.06650438727466448 -0.3615414821596701 0.22853270761034108 0.6586368443916384 0.8335843465985777 not prognostic TARBP1 0.1329747946461922 -0.09430574391216984 0.3602553332045542 0.2514997826367633 0.5203784501841788 not prognostic APLP2 0.030944159027188695 -0.14775219671136122 0.2096405147657386 0.7343088650209679 0.8754017667819874 not prognostic XK 0.2044682972647503 -0.009027736621031568 0.41796433115053216 0.060506255020774675 0.23832490154025326 not prognostic IMPDH1 0.31607028538210186 0.13145933958639544 0.5006812311778083 0.0007918389109521948 0.02419567839506826 unfavorable ACAP1 -0.021237316331317636 -0.22463682968019869 0.1821621970175634 0.8378507170834226 0.9257407713251737 not prognostic PYHIN1 -0.2570959685437317 -0.5213799872556331 0.007188050168169646 0.05656508504200069 0.22936014781749645 not prognostic SPATS2 0.44420599934400556 0.17885747331722646 0.7095545253707847 0.0010341314662057639 0.02723111475570648 unfavorable NUDT8 -0.39997106826930073 -0.6627714233176742 -0.13717071322092717 0.0028545421410885305 0.04697925696537796 favorable ZNF622 0.25029657453220594 0.0012539698987354686 0.4993391791656764 0.048857545157463815 0.21244371141076906 not prognostic LNP -0.06856578381140671 -0.33209535325736783 0.1949637856345544 0.6100876534656816 0.805146633472619 not prognostic ENY2 0.12336444411547595 -0.1524282017996859 0.3991570900306378 0.38064477100332794 0.641429067342894 not prognostic LILRB3;LILRA6 -0.03280717362723899 -0.2881832506718861 0.2225689034174081 0.8012041853693709 0.9099557365992614 not prognostic TPMT -0.19349838178317133 -0.43828553831800077 0.05128877475165808 0.12130852261999052 0.34877174149543194 not prognostic DAB2 0.1767304024960728 0.006276971356970779 0.3471838336351748 0.042139491898485176 0.19417131804793505 not prognostic NAGA -0.032264431718619854 -0.21280580585379083 0.1482769424165511 0.7261406618660113 0.8713493292703927 not prognostic BOLA3 -0.10699291727107701 -0.3343668837596913 0.12038104921753728 0.35638299610381574 0.621604707601298 not prognostic FOXA1 0.10887893016055863 -0.10408077690392961 0.3218386372250469 0.3163137587010243 0.5882752558475842 not prognostic ELOVL2 -0.052888702710391595 -0.25079616981293873 0.14501876439215555 0.6004316380220609 0.8009035243163753 not prognostic CEP290 0.14132410641223636 -0.11252829118712904 0.39517650401160176 0.2752084184359323 0.5482734691270365 not prognostic CMPK2 -0.1319218019011893 -0.33486544552448205 0.07102184172210349 0.20264284812647393 0.4628217906317146 not prognostic THBS3 -0.03740326026142633 -0.2729623875927248 0.19815586706987215 0.7556387643545812 0.8851542401238474 not prognostic MYO7B -0.024995592230444057 -0.22415125582013748 0.17416007135924935 0.8056893560796805 0.9116957539157456 not prognostic NES 0.17650436154521923 -0.08096675579672932 0.4339754788871678 0.17907274499047604 0.4335419918603926 not prognostic CACYBP 0.30448974838364895 0.04573445839228596 0.5632450383750119 0.021089211159770253 0.1324994438690688 not prognostic F5 0.032363230347339914 -0.17739469838690713 0.242121159081587 0.7623472701005537 0.8876700623241328 not prognostic SIPA1L2 0.19975154044256632 0.0013256779840602195 0.3981774029010724 0.04848890312430581 0.2113540163933349 not prognostic CREB1 0.08542516519218009 -0.2437707098036344 0.41462104018799456 0.6110300198373002 0.8050848811778292 not prognostic HBM 0.09187609457843254 -0.29006039359694696 0.47381258275381205 0.6373009503443812 0.8216813664218382 not prognostic VRK1 0.29119962477525374 0.032790958076760246 0.5496082914737472 0.02719725049570863 0.15067882653965306 not prognostic SLC39A7 0.22281285790689245 -0.04222415061261922 0.48784986642640416 0.0994113836006593 0.3128401115559588 not prognostic DR1 0.321214488083719 -0.01550603846799481 0.6579350146354328 0.06152447466588638 0.23990793627338014 not prognostic CALD1 -0.09015140359528107 -0.2971411590363865 0.11683835184582433 0.3933077834423906 0.6505236625087241 not prognostic CDKN2AIPNL 0.01546168280885088 -0.25725668065361085 0.28818004627131255 0.911521547190545 0.9624781710103727 not prognostic RLTPR -0.1601299598328253 -0.44675564522451366 0.12649572555886307 0.2735260694374969 0.5466247543914977 not prognostic RNF216 -0.01986030189815675 -0.25732308169968865 0.21760247790337517 0.8697922075542427 0.9424240147928276 not prognostic CMC2 -0.08695721889401144 -0.3359721830106607 0.16205774522263783 0.4937044245659372 0.7255639712965916 not prognostic ISOC1 -0.2358743083167152 -0.49128300531846597 0.019534388685035597 0.07028643268583429 0.25779370415250896 not prognostic MMP11 0.14222591864363687 -0.08396069080580626 0.36841252809308 0.21779095115380528 0.4812148039684153 not prognostic CARS2 0.00937990383896879 -0.19573596112209823 0.2144957688000358 0.9285822560535927 0.9720094631647159 not prognostic CHCHD1 -0.12324956437930334 -0.34712815917062195 0.10062903041201526 0.28058831801797135 0.5528404954258137 not prognostic MP68 -0.5580837497379193 -0.8901245946211138 -0.22604290485472478 0.0009868627518313112 0.026612597039595568 favorable CSAD -0.4085922756448981 -0.6716034312703179 -0.14558112001947826 0.0023280630938418492 0.041603091575181786 favorable TM9SF4 0.3972895069897251 0.0905613070256085 0.7040177069538417 0.011128359677683965 0.09425941740236948 not prognostic COMMD2 -0.0746528755452586 -0.3570834922855255 0.20777774119500833 0.604414080178837 0.8035817136681211 not prognostic ZFPL1 0.05817144268341901 -0.2011396324984009 0.3174825178652389 0.6601687808685839 0.8344615410301329 not prognostic MRPS35 -0.07073403783306599 -0.3193690621566465 0.17790098649051456 0.5771250364609362 0.7847813565362639 not prognostic SOWAHB -0.4900176052802043 -0.7540448038108203 -0.22599040674958837 0.00027522466580852297 0.01600056125314095 favorable BZW2 0.590688040017586 0.32903220585219456 0.8523438741829774 9.661279251974539e-06 0.010812179142866005 unfavorable BRI3 0.1573265216546402 -0.07224055271916396 0.38689359602844436 0.17920747273808546 0.4337508795415191 not prognostic TTYH2 0.08928726633207268 -0.3082291965257589 0.4868037291899043 0.6597684316292542 0.8344267224716363 not prognostic CD300A 0.2352905227723756 -0.06764256633436494 0.5382236118791162 0.12792904286896487 0.36017255371252904 not prognostic ATP5L -0.6364080837212795 -0.9839289204653546 -0.28888724697720447 0.0003316388914601819 0.017064155145074762 favorable TMEM50A -0.017923065589058193 -0.24616479174079853 0.2103186605626821 0.8776811172935763 0.9457069494679732 not prognostic FECH -0.5155402725513722 -0.7586827676122637 -0.2723977774904808 3.242166994237277e-05 0.009675707033135448 favorable PHLDB1 0.21788403205849632 0.02787366463076879 0.40789439948622386 0.02460924806083326 0.14353524292419556 not prognostic CAD 0.5672344037429784 0.30334695805900125 0.8311218494269556 2.5199601551911264e-05 0.009809218812793981 unfavorable RAB33B 0.2718348990501334 -0.10352845011251338 0.6471982482127803 0.155785635210294 0.4025249039070021 not prognostic CTSD -0.11959474298676291 -0.30842246781430027 0.06923298184077444 0.21447629991656664 0.4769513942257877 not prognostic SMS 0.6339013469781414 0.31761024553730727 0.9501924484189754 8.561878475587672e-05 0.011272720292931828 unfavorable ANKRD27 0.2850930731179446 -0.0782921961453229 0.648478342381212 0.12412560062740934 0.353578269938656 not prognostic RDH10 0.03047923436612875 -0.1637584936527978 0.2247169623850553 0.7584232496353507 0.8863285933931986 not prognostic AUH -0.3056908895865687 -0.5150846527330473 -0.09629712644009009 0.004218773583959805 0.057055407699686006 not prognostic STAB1 0.17100276598393274 -0.07897948176305072 0.42098501373091624 0.18000739839497462 0.43462951397794164 not prognostic SH3BGRL -0.0778178564015031 -0.2986878443670556 0.1430521315640494 0.4898528588050548 0.7233469643545531 not prognostic ECH1 -0.2160394180684967 -0.43405937989407317 0.0019805437570798168 0.0521178283791417 0.2204113922902483 not prognostic GLA 0.15866942885873028 -0.034732390724672074 0.35207124844213267 0.10783943663038319 0.3283967605958574 not prognostic KLHDC8B -0.12543353276229177 -0.3921798176627327 0.14131275213814912 0.35671411640046424 0.6219399190133118 not prognostic MCCC2 -0.42689549339865834 -0.6593351500644995 -0.19445583673281713 0.00031865431073733335 0.01678183555312556 favorable NCKAP1L 0.06446973309829564 -0.12770731878444125 0.2566467849810325 0.5108529709610936 0.7376881691959147 not prognostic TXNDC15 -0.007236928728017401 -0.2479398709619246 0.2334660135058898 0.9530095331714146 0.9832097661308683 not prognostic EPHA2 0.11343234987293274 -0.14138383420154513 0.36824853394741064 0.38294380048408005 0.6427626257469008 not prognostic PTPRB 0.04962288103753652 -0.3001130518967115 0.3993588139717846 0.7809410901376671 0.8974156821977325 not prognostic METTL21A 0.24327875989644157 -0.08384125577487064 0.5703987755677538 0.14494452942903022 0.38541383189132983 not prognostic TBCE 0.12466811073505592 -0.1695551409335776 0.4188913624036894 0.4062703687898931 0.6616952177143739 not prognostic SYNGR2 0.16239446026767596 -0.0981983856962183 0.4229873062315702 0.22193578154187296 0.48629247482731 not prognostic PANK1 -0.18858632192183514 -0.41928329946260606 0.04211065561893579 0.109111676089531 0.3302490994014777 not prognostic PGP 0.16318517848941633 -0.04527971665607444 0.3716500736349071 0.12496838858288606 0.35473747082516766 not prognostic MT-CO2 -0.11799675429874917 -0.36418272655075057 0.12818921795325222 0.3475206465389 0.6152565450786577 not prognostic HDGF 0.049844387934740206 -0.23837774353599073 0.33806651940547117 0.7346465769923122 0.8752216638472616 not prognostic NAGLU -0.17028043894984785 -0.3923927622708158 0.05183188437112013 0.13294506888104282 0.36861480386868267 not prognostic EZH2 0.20376182701797824 -0.09410319785762128 0.5016268518935778 0.17999802544950458 0.4347241224303789 not prognostic ST6GAL1 -0.11886966422652012 -0.31813379548347187 0.08039446703043163 0.242321770549251 0.5096327958016077 not prognostic AUTS2 0.05312058060989927 -0.17834109912779575 0.28458226034759426 0.6528454319863835 0.830245050081547 not prognostic CTSO -0.23657364062760686 -0.5398391540120413 0.06669187275682761 0.12627846759255826 0.35721046456751154 not prognostic HMHA1 0.12282145427146213 -0.082916653513945 0.32855956205686926 0.2419774176634181 0.5091477838638266 not prognostic MACROD2 0.08008587095436993 -0.12298602237540927 0.2831577642841491 0.4395490495478631 0.6863067039766338 not prognostic IDUA -0.11162137502840397 -0.2869130754639577 0.06367032540714981 0.21201051561809794 0.4735853658505067 not prognostic CAMK1D -0.019427290497277042 -0.1871623282277567 0.1483077472332026 0.8204194024515352 0.9167766987204937 not prognostic RAB37 -0.05087704067938008 -0.26333011211800406 0.16157603075924393 0.6388116829392702 0.8226813862708985 not prognostic ETHE1 -0.2636836952811896 -0.45119477997150553 -0.07617261059087371 0.005848438549057657 0.0665324908890892 not prognostic CHN2 -0.16797133049868454 -0.3686039353698106 0.03266127437244151 0.1008184680102672 0.3152733999636473 not prognostic CYP4A22 -0.009476617424116651 -0.4699971558702245 0.4510439210219912 0.9678282440152539 0.9892643302510068 not prognostic DDX24 0.14139578637616732 -0.10164362547616901 0.38443519822850364 0.2541736630744244 0.5234913286186615 not prognostic FAM109A 0.0968770367805517 -0.1750892193801029 0.3688432929412063 0.4850781925313177 0.7210534713154387 not prognostic MRPS21 -0.025760364891749963 -0.2519992177791297 0.20047848799562978 0.8234043602768886 0.9183928288973443 not prognostic UBXN8 -0.17234218792836414 -0.42578673956784685 0.08110236371111856 0.18260575706674875 0.4385379138998395 not prognostic TAPT1 -0.13213344717287268 -0.3777188617432434 0.11345196739749802 0.2916410590050226 0.5657773350535139 not prognostic NFXL1 0.0984964707316158 -0.13392715394389473 0.3309200954071263 0.40620334847660255 0.6619473205152936 not prognostic LIPA -0.2746999282928716 -0.5271387365796179 -0.02226112000612529 0.03294098161598116 0.167188553519206 not prognostic SMAP 0.05718671093182828 -0.23018096925602247 0.344554391119679 0.6965095322270785 0.8569259093072741 not prognostic LRRC8D -0.018625744864690874 -0.24429860800712913 0.20704711827774738 0.8714915495895574 0.9434660028386104 not prognostic ARVCF -0.18363715334160952 -0.44361829986935636 0.07634399318613733 0.1662309385297102 0.41688111839117514 not prognostic LNX2 0.03406272619859995 -0.26982741359439794 0.33795286599159785 0.8261123581022025 0.919808971780751 not prognostic EHD1 0.1405123000270556 -0.18819916821661278 0.469223768270724 0.4021352133285777 0.657712196735615 not prognostic COBL -0.3850702199331535 -0.6010431739942195 -0.16909726587208754 0.00047489891968328457 0.019961361633448107 favorable ZSCAN18 0.05267540305183782 -0.1277676548151441 0.23311846091881974 0.5672151121494262 0.7779223190983169 not prognostic TMEM120A -0.0215453993258504 -0.24334890743612791 0.20025810878442712 0.849006935844185 0.93197144392018 not prognostic GPC1 0.02633344760486523 -0.1471691660482072 0.19983606125793765 0.7661042485236194 0.8904233853085765 not prognostic ADIPOR2 0.10917061224366421 -0.07550304366771117 0.2938442681550396 0.24660255195246256 0.5150064491790057 not prognostic ASMTL -0.19679769537511754 -0.42002257740351473 0.026427186653279644 0.08400123708028683 0.2834764702524719 not prognostic AJUBA -0.04593911606436976 -0.2746786113484669 0.18280037921972736 0.6938533075222892 0.8554211873102527 not prognostic TOMM20 -0.05844294821121649 -0.31406966643292084 0.19718377001048787 0.6540817586536376 0.8312269673848144 not prognostic RNF2 0.024623969279314324 -0.2223429474368946 0.2715908859955232 0.845064737323711 0.929924360036773 not prognostic CENPE -0.017394249932187238 -0.23458401773255824 0.19979551786818375 0.8752691245114952 0.9450415426617724 not prognostic ATP5I -0.5528700710556446 -0.8523484146813183 -0.2533917274299708 0.0002965333007518499 0.01638804099772415 favorable PDCD4 0.2737454929245179 0.07841994650252548 0.4690710393465103 0.00601693976898749 0.06691883447421738 not prognostic ARHGEF28 -0.07979219988384202 -0.3137326265014847 0.1541482267338007 0.50381267393009 0.7317707445970304 not prognostic HERC5 -0.06642445231303061 -0.27873339582704654 0.14588449120098534 0.5397388419012472 0.7565808441430822 not prognostic AAAS -0.17468116522011792 -0.44116781504454616 0.09180548460431034 0.19887956893797737 0.4584368642383397 not prognostic GPD2 0.18850810025886558 -0.048090862385981786 0.4251070629037129 0.11838608807200925 0.3456981886851594 not prognostic TOPBP1 -0.017068848619400223 -0.24331771734606658 0.20918002010726613 0.8824491724150872 0.9478785171724387 not prognostic RFFL 0.13324892153460927 -0.16544658872832302 0.43194443179754155 0.3819301059420843 0.6426273705129638 not prognostic NUCKS1 0.015830448527109908 -0.21149737327811083 0.24315827033233064 0.8914369387608256 0.9523908010412496 not prognostic SLC39A10 0.13443720094861641 -0.0823458796303401 0.3512202815275729 0.22418909769901446 0.48836131184897236 not prognostic PET100 -0.03996807706650979 -0.2390479986056595 0.15911184447263993 0.6939574850714363 0.8553140644059154 not prognostic LGALS8 0.055414611365561806 -0.12477326951833981 0.23560249224946342 0.5466661616492456 0.7628276410919103 not prognostic SSFA2 -0.5680538651247139 -1.0177521082254812 -0.11835562202394645 0.013293619700323032 0.10277873676769612 not prognostic DOCK8 0.07028757945732361 -0.159097845014778 0.2996730039294252 0.54812898050503 0.7636786122722586 not prognostic LAMA5 -0.13882397346628073 -0.32440074051066475 0.0467527935781033 0.14259772369188703 0.3817815251834523 not prognostic CAPN2 0.09965871426927946 -0.14648378701151032 0.3458012155500692 0.42745482685820313 0.6761489513889563 not prognostic POLRMT -0.2636716898176309 -0.4924738667821281 -0.03486951285313364 0.02390435450629016 0.14173224231444756 not prognostic BTK 0.12826179378488034 -0.09012991972426435 0.346653507294025 0.24969525128257136 0.5189233019342762 not prognostic TMEM143 -0.3012108804013828 -0.502194158754558 -0.10022760204820752 0.0033100772370962903 0.050571879699186154 not prognostic HDHD1 0.18090909486762716 -0.03332340772207473 0.395141597457329 0.09790507130205052 0.31072105755663176 not prognostic COASY -0.23873467785493754 -0.4610530904733756 -0.016416265236499472 0.035318289534923976 0.17345290521457726 not prognostic ROMO1 -0.24167493185788805 -0.4469349439859659 -0.036414919729810175 0.02101701241976427 0.1323244108257029 not prognostic C12orf65 -0.10994925362572636 -0.41481465392588746 0.19491614667443477 0.47965466532269685 0.7167999029601244 not prognostic TUBB6 0.12333222264251253 -0.09219561259194589 0.33886005787697093 0.262050917797039 0.5328507533583671 not prognostic WBP2 0.04624800332427526 -0.1463476064758304 0.2388436131243809 0.6378933022051403 0.8218533220092993 not prognostic FKBP7 0.14473477528780884 -0.06437294093492762 0.3538424915105453 0.17490922502076597 0.4279754828124946 not prognostic CPXM2 -0.07043463816428677 -0.29197354703024725 0.15110427070167368 0.5331937171966425 0.7515244568736682 not prognostic SMPDL3A -0.06352110220222293 -0.2552718530637251 0.12822964865927922 0.5161602919921315 0.7405742138149926 not prognostic IGKV1-5 0.10381183012378162 -0.1024739107979645 0.3100975710455277 0.3239673186558269 0.5970521621913583 not prognostic TMCC3 0.24358539545730148 0.026130094809262566 0.4610406961053404 0.02812923714008791 0.15337457985091782 not prognostic ZNF428 -0.08475361864285666 -0.375791749896918 0.2062845126112047 0.5681597404628165 0.7783831914863957 not prognostic SZT2 -0.523365188524311 -0.8839729947998676 -0.16275738224875447 0.004447033970621275 0.05770187701300329 not prognostic CECR2 -0.08119097969642221 -0.30241485906779614 0.1400328996749517 0.4719420071168693 0.7106116363466751 not prognostic MTFP1 0.0024033562431328304 -0.20334800497283378 0.20815471745909947 0.9817347488535876 0.9932728225207559 not prognostic NOL7 0.14562894304562812 -0.15641637053369928 0.4476742566249555 0.34466789839416745 0.6126288851147471 not prognostic LBR 0.32910849622101446 0.10330685053185584 0.5549101419101731 0.004281106056839644 0.057121821947668155 not prognostic AGPAT5 -0.1183009223503977 -0.3093565436176974 0.07275469891690199 0.22489961685313514 0.4890760917381877 not prognostic PRCC 0.21252400690119871 -0.08578936148029515 0.5108373752826926 0.16261969061941875 0.4123291107662577 not prognostic ACP6 -0.10908446851841697 -0.31964233329787395 0.10147339626103999 0.3099125370692488 0.5829090219287784 not prognostic CREB3L3 -0.24596240794482688 -0.4735800161574013 -0.01834479973225242 0.03418125688102778 0.17029760314737993 not prognostic COX5A -0.24663674760137042 -0.5336527408901152 0.04037924568737436 0.09213844168697263 0.29996926124489676 not prognostic THEM6 -0.030453735571171873 -0.22286880294300881 0.16196133180066508 0.7564046379849787 0.8853563503568459 not prognostic UCHL3 -0.021642651196584966 -0.25868840165307133 0.2154030992599014 0.8579786851170695 0.9364236459652717 not prognostic PUS7 0.4600787746315228 0.17430054824707208 0.7458570010159735 0.0016029124853949562 0.034168751147002484 unfavorable PSMB10 -0.15565156887919002 -0.36337236972306874 0.05206923196468874 0.14192472132440817 0.3810051064520019 not prognostic ATG9A 0.5169840724381368 0.2630580426522128 0.7709101022240609 6.595786717982427e-05 0.010360013769490643 unfavorable COQ4 -0.26173715993758334 -0.5195408313585947 -0.003933488516571881 0.046605422314448565 0.20656353761448415 not prognostic APOA1 0.05415414630938828 -0.13921660023957758 0.24752489285835413 0.5830777210396073 0.7884450742286067 not prognostic CSF1R -0.10456665206515547 -0.427449314346113 0.21831601021580205 0.5255973323658185 0.7468136671434967 not prognostic TNFAIP8L3 0.07037145605020678 -0.14715352556096903 0.2878964376613826 0.5260367772459587 0.7473194647227972 not prognostic TEK -0.24578066817633348 -0.5656703896090112 0.07410905325634415 0.13209338736198953 0.36761955146157665 not prognostic GGPS1 0.18916474656686974 -0.022273411875128685 0.4006029050088682 0.07951680385930228 0.2740238433226841 not prognostic ABCC3 -0.20854830891623996 -0.3708707841081262 -0.04622583372435374 0.011798372916619662 0.09664303085315264 not prognostic IGSF8 -0.35610937555773975 -0.5364200486680629 -0.17579870244741655 0.00010844175621697656 0.011159529234604497 favorable S1PR1 -0.24218734366109493 -0.5831426323687666 0.09876794504657674 0.1638613827249226 0.41371995474795037 not prognostic SLC25A12 0.08361924153432332 -0.0944612563763117 0.26169973944495833 0.35740656395203696 0.6226621846784564 not prognostic NAT14 0.11477941377076807 -0.09382323250589548 0.32338206004743164 0.2808415513978496 0.5530959986064558 not prognostic FLVCR2 -0.2100255873218625 -0.4430736718948829 0.02302249725115793 0.07733851292630482 0.27057901767456316 not prognostic AFM 0.08498193909208733 -0.12983351630839934 0.299797394492574 0.4381208360938166 0.6853915508558344 not prognostic GSKIP 0.12932744465013438 -0.12666555343444827 0.385320442734717 0.3220899894121646 0.5946940967636852 not prognostic FAM171A1 0.024270454866893446 -0.23514931455005628 0.28369022428384316 0.8545094846220168 0.934574079626303 not prognostic YWHAZ 0.22707896232692867 -0.02646050121519314 0.48061842586905046 0.07918861081406832 0.2732083362691151 not prognostic TDRKH -0.2137715340930867 -0.4712610883850638 0.04371802019889043 0.10369668504881267 0.32080042199102277 not prognostic VWA8 -0.3867617670539719 -0.5776612832662972 -0.19586225084164663 7.160754317755759e-05 0.01086614125540124 favorable GOLT1B 0.23879623559513682 -0.019779846988150135 0.49737231817842376 0.0702902027054326 0.2577019593864611 not prognostic SMIM12 -0.12125588714620358 -0.32273502973366947 0.0802232554412623 0.23817440214212865 0.5048237268888441 not prognostic RETSAT -0.2098537172783146 -0.4442474189031478 0.02453998434651858 0.07929961186425968 0.2734859110249295 not prognostic SASH3 0.004747921919614752 -0.2038654520519869 0.2133612958912164 0.964420031186951 0.9882628521479653 not prognostic ATP1A2 -0.08444132560395269 -0.4050241405932251 0.23614148938531976 0.6056774629188189 0.8039481579706723 not prognostic IGLL1 0.12868609363054134 -0.14050521173907482 0.3978773990001575 0.3487817645610981 0.6162706015621692 not prognostic DAP3 -0.08739431127639082 -0.3180025168767251 0.1432138943239435 0.45761872069741816 0.7008314071850813 not prognostic SMIM1 0.0533955604850636 -0.14974558678939467 0.25653670775952186 0.6064302729889053 0.8037557711428082 not prognostic DPF3 0.14090792514407854 -0.1712000801573064 0.4530159304454635 0.3762277043670105 0.637948226742016 not prognostic CEP104 -0.10378580327587811 -0.4601881208757955 0.2526165143240393 0.5681694746632575 0.7782774336995325 not prognostic MRPL33 0.02336901311600598 -0.23688261753888357 0.2836206437708955 0.8602995660918402 0.9371288496435388 not prognostic SYT1 -0.27466456583012816 -0.49274728857772504 -0.05658184308253128 0.013568855170453453 0.10365354977906976 not prognostic MDP1 -0.1298717451768993 -0.4367651096290751 0.1770216192752765 0.40686596093813765 0.6618224833356007 not prognostic SLC43A3 -0.25546363927476345 -0.4546041357783529 -0.056323142771174006 0.011926794116744204 0.09689708505191548 not prognostic RAD9A 0.007713331231936066 -0.27219062646490166 0.2876172889287738 0.9569265176994299 0.984414927377111 not prognostic CLN8 0.17290796016863558 -0.09287620646168249 0.43869212679895364 0.20228452366003635 0.4623572479776118 not prognostic CAMK4 -0.08124374464629779 -0.4316502406686668 0.2691627513760712 0.6495202069390957 0.8295512714302031 not prognostic RANBP6 -0.00888420304362165 -0.2433812006573699 0.22561279457012662 0.940806996216024 0.9766981722080315 not prognostic ADIPOR1 0.009145802126373653 -0.22186199741689955 0.24015360166964683 0.9381488679732861 0.9763160310315971 not prognostic TIMM17A -0.23427644581412918 -0.46193550952851314 -0.006617382099745217 0.043702359989917096 0.19800973127010513 not prognostic TAPBP 0.06140111063187753 -0.17217679981561848 0.29497902107937357 0.606399431056179 0.8038338919523202 not prognostic SKP1 -0.10148304859961675 -0.3341730293583062 0.1312069321590727 0.3926625332027084 0.6499367091447307 not prognostic DPY19L1 -0.054901647747899865 -0.28623150993444585 0.17642821443864615 0.6418173344616833 0.8253649232168129 not prognostic PRPSAP1 -0.15620421049628225 -0.38889898180553895 0.07649056081297448 0.18827747250952714 0.4453495934947943 not prognostic RHEB 0.16215998972277773 -0.11035601628785996 0.4346759957334154 0.24350456100695816 0.5110399284330278 not prognostic SLC35C2 0.005342500854278143 -0.24230784627285462 0.2529928479814109 0.9662740318706862 0.9891437694189633 not prognostic FAM198B 0.06348282951344995 -0.23661716881339812 0.36358282784029805 0.6784284043771588 0.8474912103235249 not prognostic EXOG -0.21728585618800306 -0.47393723124354714 0.03936551886754103 0.09704686002335118 0.30920303835909724 not prognostic FBLN7 0.0018191304927582634 -0.20974586765973288 0.2133841286452494 0.9865541695490321 0.9955612578868895 not prognostic GBP3 -0.17356890604995612 -0.40988570391171947 0.06274789181180723 0.1499960021952314 0.3923208319175889 not prognostic CLTCL1 0.3508181834766794 0.05373444751174633 0.6479019194416125 0.020642026877619932 0.13106955080519947 not prognostic C1orf131 0.3624371119119484 0.07733126485589653 0.6475429589680002 0.012717675080654847 0.1000539059728496 not prognostic AMPD3 0.1783333093513045 -0.0035676969977399275 0.3602343157003489 0.05466587749300753 0.2257488935400814 not prognostic ENDOD1 0.14571092212878578 -0.13649112348369447 0.427912967741266 0.31153857973028 0.5843714444427397 not prognostic DLAT -0.25383971777561154 -0.44169767413794947 -0.06598176141327361 0.00808818046711703 0.07845447423846019 not prognostic TLR2 0.17686502834325035 -0.026655572889388246 0.38038562957588895 0.08851888367246918 0.2920079460278617 not prognostic CORO2B -0.06910928545720804 -0.3068702262879386 0.1686516553735225 0.5688831801342931 0.7787784574529549 not prognostic FAM49B 0.16763283326245945 -0.08587511507682574 0.4211407816017446 0.19496459291059967 0.4531458983199893 not prognostic ENPP3 -0.003971309890671531 -0.20439015035409797 0.19644753057275488 0.9690205130174632 0.9895791779451748 not prognostic NUDT1 0.33234637747654394 0.026883820775512546 0.6378089341775753 0.032968983145778 0.16723586748110508 not prognostic DDX19B -0.3331073341242114 -0.6170651199740378 -0.04914954827438506 0.021493058006676953 0.1336301030095686 not prognostic DLGAP4 0.45425853425447693 0.10779055483032501 0.8007265136786288 0.010177678243624769 0.09004027007428117 not prognostic DXO 0.1589145332758157 -0.10425091365613406 0.4220799802077655 0.2365953107010106 0.5031443745145244 not prognostic CCL14 -0.1760862192967784 -0.6777822072001866 0.3256097686066298 0.491508252596207 0.7238811293788191 not prognostic C14orf159 -0.25414474655088576 -0.4623543497300613 -0.0459351433717102 0.01673992612970728 0.11564240635746086 not prognostic ALCAM -0.0852961981530877 -0.29747714707107975 0.12688475076490432 0.43075490687902607 0.6790893962472125 not prognostic CANT1 0.31488324886851227 0.017694301304923665 0.6120721964321009 0.03783312889438959 0.18094017253817843 not prognostic IFNGR1 -0.05517630705794896 -0.31727099067356707 0.20691837655766915 0.6798904521011402 0.8478979269621825 not prognostic MT-ND5 -0.15931054163736133 -0.440546139492371 0.12192505621764835 0.26688962515673054 0.5401136559738265 not prognostic RMDN1 -0.4766287129963807 -0.7268796754314157 -0.22637775056134574 0.00018924782681839787 0.014002775152934846 favorable NRGN 0.15205516230456056 -0.14096195906467246 0.4450722836737936 0.3091140945595646 0.5829994709483426 not prognostic KIF21B 0.21370294127177694 -0.04438187685617431 0.47178775939972817 0.10460729019273081 0.32272538562905545 not prognostic PTK2B -0.10434606797405432 -0.3546994730607148 0.14600733711260616 0.4139836635372286 0.6667378556662722 not prognostic SLC29A1 -0.02043458837714573 -0.1965146569231733 0.15564548016888183 0.8200665778328414 0.9169546735777981 not prognostic RFC1 0.30545867619845674 0.04093040170124329 0.5699869506956702 0.023621589938749393 0.14117763332551622 not prognostic FCF1 0.40364559962908975 0.04517031710647701 0.7621208821517025 0.027318758631003092 0.15097830001442636 not prognostic MYO19 -0.23064946630880134 -0.48009282715193635 0.018793894534333666 0.0699408177958724 0.257158169086836 not prognostic SYBU -0.32165801925264925 -0.5436194709688893 -0.09969656753640918 0.004507047481547708 0.05814351023385682 not prognostic IPO7 0.630524308855119 0.26731627821291004 0.993732339497328 0.000667793440568058 0.022476521328593322 unfavorable TMEM192 -0.31730418596170124 -0.6196816651758977 -0.014926706747504737 0.03971349582426163 0.1869373964850759 not prognostic GLO1 0.17860884818169148 -0.045177069325612884 0.40239476568899585 0.11774860167442341 0.34507470729659995 not prognostic FAM210B -0.15087416587905247 -0.3272950458443362 0.02554671408623127 0.09370873364045479 0.30222416868983853 not prognostic SERPINA7 -0.06344427165359386 -0.239254219934406 0.11236567662721829 0.47938674108721546 0.7165191140156661 not prognostic APOL2 -0.2978531861079842 -0.5034276892363035 -0.09227868297966488 0.004514799168690572 0.05807614505357283 not prognostic COX5B -0.2383031301739041 -0.5030871310354603 0.02648087068765209 0.07774051579587252 0.2712435065940946 not prognostic HEXB 0.10254748939422441 -0.09639414089246519 0.301489119680914 0.3123548148641748 0.5845553213793806 not prognostic CLIC1 0.4922929069599193 0.24190040427787585 0.7426854096419627 0.000116462436477881 0.011458112019631523 unfavorable FSTL1 0.035176167429513974 -0.17845912108159273 0.24881145594062065 0.7469085769952809 0.8810372186875823 not prognostic SYNM -0.13389914112955603 -0.4300193032934978 0.16222102103438574 0.37548100558218134 0.6375272981182002 not prognostic HPRT1 0.09593103369119378 -0.09928879482166901 0.29115086220405656 0.33548409367159515 0.6049524855270476 not prognostic ZNF185 0.19331196714012686 -0.20119014140181693 0.5878140756820707 0.3368479847796697 0.6061909563281171 not prognostic RAC3 -0.07465488913211961 -0.25869115635710765 0.10938137809286845 0.4265753793275514 0.6755933789350023 not prognostic C12orf73 -0.10549531309107908 -0.329635537350396 0.11864491116823787 0.35627327964475286 0.6216555588890026 not prognostic TBC1D25 0.2093615234860785 -0.03446381366105125 0.45318686063320823 0.09238858672358327 0.3002377556937354 not prognostic CRLS1 -0.1777930297991988 -0.37259506458156 0.01700900498316235 0.07364202322342002 0.26499880784536956 not prognostic CD84 -0.08802970979667744 -0.3154590017213429 0.13939958212798798 0.44807292949575506 0.6933281952601962 not prognostic SLC25A40 0.07625676317902715 -0.16092976808249726 0.3134432944405515 0.5286035741231427 0.7488271834057748 not prognostic CMSS1 0.36761111494237986 0.07517859203640465 0.6600436378483551 0.013746060604666988 0.10429532253693521 not prognostic ELOVL5 -0.11640268070431233 -0.32978057958364443 0.09697521817501979 0.2849765767370124 0.557682030934748 not prognostic CEACAM8 0.2639068084415567 0.06651464186976239 0.46129897501335093 0.008782484864289527 0.08216257783697402 not prognostic PRPS2 -0.06850749209442826 -0.265079332709521 0.1280643485206645 0.49456296467538985 0.7259915105326719 not prognostic TBC1D10C -0.1791989789293911 -0.421544585627729 0.06314662776894683 0.14726297042982234 0.3890366993975212 not prognostic SEC11C -0.16809671194793885 -0.36876773164608845 0.032574307750210724 0.10062957764506844 0.31512298309069525 not prognostic RNF13 -0.016180411692364324 -0.22416256501420678 0.1918017416294781 0.8788087222625187 0.9462386639105629 not prognostic ABHD5 -0.2344836503467578 -0.449209314370827 -0.01975798632268863 0.032329713464630434 0.1655880575794258 not prognostic ALDH18A1 0.26160871492348553 0.04140766607918708 0.48180976376778395 0.01988424043930907 0.1280745357216792 not prognostic SMYD2 0.04777251573637525 -0.15044528100099488 0.2459903124737454 0.6366617429803575 0.8214487080131345 not prognostic PARVG 0.1427613378050077 -0.055014709249020105 0.3405373848590355 0.1571367400231278 0.4046146774308494 not prognostic QSOX1 0.17530238728684636 0.016266327660129143 0.33433844691356357 0.030739352781116877 0.16094118447329792 not prognostic P2RX7 -0.041771031700904314 -0.2954917725305002 0.21194970912869157 0.7469402598469581 0.8808424850381739 not prognostic MICALL2 -0.054875415032933354 -0.34602638491414595 0.23627555484827922 0.7118227665715618 0.8644803620612036 not prognostic FUCA1 -0.16292105022563053 -0.4005344027993054 0.07469230234804436 0.17899323988911525 0.4335840034435197 not prognostic PLEKHA7 -0.25217313143664716 -0.5701376839057003 0.06579142103240598 0.1200844186941937 0.3477088617623274 not prognostic MSI2 0.17984334336454433 -0.021431439834666693 0.3811181265637553 0.07989942447625037 0.27460251337269465 not prognostic CEP41 -0.09994458160225159 -0.3983239540073754 0.19843479080287227 0.5114987546234734 0.7381444793913535 not prognostic UBE2Z 0.2689850490868814 -0.03347488643205088 0.5714449846058137 0.08132591040977029 0.2779049144651425 not prognostic PLCD1 -0.35797107358866653 -0.692718567226786 -0.023223579950547024 0.0360875800691342 0.1756890181397273 not prognostic SYK 0.2193603702952046 0.02203616710136186 0.41668457348904736 0.02934334595282646 0.15731196186566185 not prognostic CNPY3 0.2428978447245022 0.03709833013616548 0.44869735931283894 0.020707482789876254 0.13129893301541226 not prognostic ATP7B -0.09428920496812099 -0.360155876387545 0.171577466451303 0.48699376008597306 0.7217439387600921 not prognostic LST1 0.10303054029342713 -0.21550633428808708 0.4215674148749413 0.5261140748691776 0.7473106952726871 not prognostic RRP12 0.14047689899845697 -0.13081107780524995 0.4117648758021639 0.3101543855744635 0.5829964757606911 not prognostic PTGS1 0.3495695142393252 0.12525687196626517 0.5738821565123853 0.0022550071379902094 0.04095147851202098 unfavorable REPS2 -0.3812741044542801 -0.6275258611434332 -0.13502234776512703 0.0024082917374037348 0.04219459085122434 favorable GLG1 0.3640382206140752 0.09148279914036811 0.6365936420877822 0.00884927408509559 0.08261475587472451 not prognostic NOL3 0.11598333875634066 -0.08189227399761574 0.3138589515102971 0.2506308248527477 0.519781740770593 not prognostic HRG -0.09612554827504506 -0.2955867727359136 0.10333567618582347 0.3448847894809878 0.6126495079808103 not prognostic HPN -0.18623534894282245 -0.41613452398307343 0.043663826097428526 0.11235059503187461 0.33495666910435345 not prognostic APOBR 0.1113003852286126 -0.07573453284565226 0.2983353033028775 0.24348037732878444 0.5111089843434015 not prognostic DAZAP1 0.285498753533279 -0.1635090368786199 0.7345065439451779 0.21267972635433263 0.4744883105034488 not prognostic FN3K -0.04829662991864093 -0.22508354478216444 0.1284902849448826 0.5923422363950563 0.7947310119054307 not prognostic RNF26 0.12774371917097668 -0.27809740929886706 0.5335848476408205 0.5372849265107891 0.7544403932012381 not prognostic RECK 0.0056930916774168335 -0.272618669958637 0.28400485331347064 0.9680192655576826 0.9892337044330479 not prognostic ARV1 -0.08050992106746124 -0.32417398352866017 0.16315414139373768 0.517244496893153 0.7410609666641701 not prognostic CYP27A1 -0.27149343259965714 -0.43503877839208094 -0.10794808680723333 0.0011393737432735971 0.0287346848550099 favorable MAP4K1 -0.13116943243782578 -0.37180772386965777 0.10946885899400621 0.2853599548670057 0.5578226366646948 not prognostic HMGN2 -0.09811510251970312 -0.31553389406376553 0.11930368902435928 0.3764384086375886 0.6381846378588015 not prognostic EIF4E3 -0.18938461226867503 -0.42849324197575756 0.049724017438407514 0.12057176141951308 0.3482190258028712 not prognostic ACOT4 -0.2619924075148043 -0.4614000607364868 -0.06258475429312177 0.010020960500237494 0.08971765935862629 not prognostic GUSB -0.006483544070651617 -0.19181194000151386 0.1788448518602106 0.9453338544854187 0.9789005319463283 not prognostic MBOAT7 0.1697665311053299 -0.057880768753888534 0.39741383096454835 0.14384243149225093 0.383736975312909 not prognostic UQCRB -0.3531808877617879 -0.5802803513166258 -0.12608142420695 0.0023029346277985167 0.04148525899935638 favorable SEMA4B 0.017727577224405492 -0.20039087400070216 0.23584602844951313 0.873435613955231 0.9443145817825362 not prognostic EPSTI1 -0.089918861103145 -0.315994076935491 0.13615635472920096 0.4356537261369984 0.6834427562825559 not prognostic LPXN -0.09982629169904045 -0.33493140477453553 0.1352788213764546 0.40529255603660264 0.6607036151121091 not prognostic SULF2 0.1905650318213487 -0.08394335078517406 0.4650734144278715 0.1736349556004069 0.42602185735556125 not prognostic TMEM175 -0.12187984723917164 -0.36719988644128365 0.12344019196294034 0.33018124567194407 0.6008359131099421 not prognostic SCARF1 -0.04484868294808644 -0.4530344755692865 0.36333710967311367 0.8294963730886821 0.9223150805095592 not prognostic GRPEL1 -0.09491523058138639 -0.2875242236731236 0.09769376251035079 0.3341217456108877 0.603955580144211 not prognostic SDHAF1 -0.2337907011240286 -0.45782491524341984 -0.009756487004637354 0.04082345420474426 0.1901625314750652 not prognostic UTP23 0.2881420708900246 0.009430588248440064 0.566853553531609 0.042735887061910824 0.1958108479351523 not prognostic MRPL32 -0.041810006603553815 -0.30372794960946375 0.2201079364023561 0.7543798939061941 0.884721402952863 not prognostic TPRG1L 0.06857691638652466 -0.12431098416586175 0.2614648169389111 0.4859149956786898 0.7213392399786619 not prognostic F11 -0.5211594012021447 -0.7701688384942895 -0.2721499639099998 4.094737995168253e-05 0.009647418229142465 favorable ALKBH7 -0.3658612154354159 -0.6523974088846257 -0.07932502198620606 0.012329776469614967 0.09838546232839822 not prognostic TAB2 0.03670161811162521 -0.26733767985667006 0.34074091607992046 0.8129718365946991 0.9147338008083876 not prognostic CNRIP1 -0.21196808482478688 -0.5169970724401036 0.09306090279052984 0.17319754266113488 0.4252982993541252 not prognostic PSMB5 0.05004589521276211 -0.15806925374103578 0.25816104416656 0.6374145677865155 0.8217095212948413 not prognostic TESK2 -0.45488526090694564 -0.8320029722341804 -0.07776754957971083 0.018072025483032533 0.12065536476479512 not prognostic UNC13D 0.09790964996631862 -0.1149283354605718 0.31074763539320904 0.36725775623518175 0.630500228489661 not prognostic SLC11A2 0.19294650601933383 -0.030138395860969502 0.41603140789963716 0.0900420118623424 0.2951834976944531 not prognostic MRTO4 0.371438350607447 0.04963633686790786 0.6932403643469862 0.023680199473100138 0.14124505388585312 not prognostic CDK4 0.2682957117006968 0.10941364833800571 0.42717777506338794 0.0009340028423073255 0.026050241268465685 unfavorable JMJD7 -0.44658898718388484 -0.7435679598999161 -0.1496100144678536 0.00320519437996853 0.04930602282449871 favorable YBX3 0.11457286629807198 -0.09392956536063093 0.3230752979567749 0.281476896042569 0.5536165751909314 not prognostic HCK 0.1551950411233244 -0.05922781895944826 0.36961790120609705 0.15602053374330083 0.4030155333536562 not prognostic NUDT2 -0.046552580702786533 -0.276131427147431 0.18302626574185796 0.6910508441167479 0.854083131885318 not prognostic ECM2 -0.07140709243209478 -0.28367127551703986 0.14085709065285026 0.5096742468892848 0.7368179448409117 not prognostic PLA2G7 -0.12013529616886603 -0.4083413718842624 0.16807077954653032 0.41393538813504815 0.6667800521721998 not prognostic LPCAT2 0.13578943729418866 -0.025744062182203264 0.2973229367705806 0.09943501835962673 0.3126946678516818 not prognostic RTN4RL2 -0.04346535133223304 -0.2918197261842653 0.20488902351979923 0.7315833974075919 0.8741313435193074 not prognostic GBP4 -0.410130962434913 -0.6568534083122931 -0.16340851655753288 0.001121680607983891 0.028774803677019418 favorable DFNA5 0.05540738619514259 -0.13262086612621807 0.24343563851650327 0.5635652272936411 0.7761266697369588 not prognostic 43346 0.042606281599035706 -0.25123156846116257 0.3364441316592339 0.7762621736195556 0.8956024794350362 not prognostic PXMP4 -0.2296255261650367 -0.4245456689002082 -0.03470538342986523 0.020947239276585424 0.13207086848117555 not prognostic FLI1 -0.21877753205688036 -0.5038215311035598 0.06626646698979907 0.1325001702480677 0.3681793992026537 not prognostic HUS1 0.400264541664287 0.0975103754790822 0.7030187078494918 0.009563501366747013 0.08666197139320446 not prognostic CCR1 0.20454048317160436 -0.039655525497553246 0.448736491840762 0.10065610349266663 0.3150958372621833 not prognostic IQGAP2 -0.26970923477421416 -0.5327855068594458 -0.006632962688982558 0.0444967743351915 0.20039216329123213 not prognostic MRI1 0.03644146370874106 -0.1937973639679222 0.2666802913854043 0.7563960823560802 0.8854620979777702 not prognostic PLG 0.10841576940069894 -0.10135938831558591 0.3181909271169838 0.31108573508627924 0.584011446053147 not prognostic ISG20 0.018047083591614766 -0.19957616342629053 0.23567033060952008 0.8708837024312837 0.9432641891927513 not prognostic LRP1B -0.02579458074763221 -0.3193521660040358 0.26776300450877144 0.8632646770207161 0.9388737431203196 not prognostic COX6A1 -0.29752251917154143 -0.589610151802449 -0.005434886540633788 0.04588679934087112 0.2045938817225195 not prognostic SDHA -0.33851219596710364 -0.5901856176630115 -0.0868387742711958 0.00838302480875211 0.0799288829741828 not prognostic ACP5 -0.0729851376616619 -0.2775676717053062 0.13159739638198242 0.48441442596451156 0.7207848355759137 not prognostic VDAC2 0.020446143212552618 -0.23728339004162236 0.2781756764667276 0.8764370580657093 0.9453904796219632 not prognostic RPL18A 0.02380005439598491 -0.1896170727028276 0.2372171814947974 0.826982585916233 0.9203200859798675 not prognostic FAM107B -0.07054858334188609 -0.31050151265100784 0.1694043459672357 0.5644467571505821 0.776504581556417 not prognostic NOXA1 -0.38011626059546405 -0.6947916272791348 -0.06544089391179331 0.017905605819478178 0.12008156472044054 not prognostic ZNF609 -0.06204743308308245 -0.33221439277901044 0.20811952661284552 0.6526154236788186 0.8300704486711838 not prognostic ZNF687 0.55968155525489 0.16694909184265633 0.9524140186671237 0.005219953124617253 0.06273052392576949 not prognostic TGFB1 0.05113175864123102 -0.12950926335656765 0.23177278063902967 0.5790437125699248 0.7857196663592811 not prognostic GMFG 0.09091565991996876 -0.12385248833556071 0.30568380817549823 0.40671293357189786 0.6619343563477916 not prognostic ITGA7 -0.3805078233655215 -0.647848835002379 -0.11316681172866411 0.005276884163836281 0.06299192522510164 not prognostic CRAT -0.34591528894807255 -0.5481377331680668 -0.1436928447280783 0.0008004124004926498 0.024209771018955044 favorable L2HGDH -0.2702786742342515 -0.5135958543135176 -0.026961494154985416 0.02946984691013325 0.15780115992010943 not prognostic TRAF1 -0.2778812311566604 -0.5965341659140146 0.040771703600693765 0.08741646057218772 0.2906199671380604 not prognostic DGKA 0.03876228795622899 -0.18385397908332549 0.26137855499578344 0.7328988596933457 0.8750024657733729 not prognostic CRADD -0.6203911625058997 -0.9715947705312672 -0.2691875544805321 0.0005357380221142405 0.020585676017119293 favorable MGME1 0.05399427653029392 -0.162728871191904 0.27071742425249185 0.6253343409157011 0.8144629552252359 not prognostic RNF121 -0.21154286917113962 -0.4790833231920413 0.05599758484976203 0.12120549351081085 0.3488115665066826 not prognostic ARHGAP4 0.18570359185658258 0.012068498343279 0.35933868536988617 0.03606523490590296 0.1757713925490197 not prognostic SKAP2 0.10139225860349252 -0.12699134568093096 0.329775862887916 0.3842251786737919 0.6429846775077493 not prognostic SLC25A22 -0.09974396742654451 -0.28346242361274887 0.08397448875965982 0.28728395659692807 0.5599941788400385 not prognostic MCMBP 0.19644731463138887 -0.07057157213316734 0.4634662013959451 0.149314601067812 0.3915681380668192 not prognostic MRPS18A 0.028584756657460658 -0.2371895327299249 0.2943590460448462 0.8330437103985654 0.92396436313161 not prognostic PRKCE 0.09598706507075967 -0.18915323516297006 0.3811273653044894 0.5093920412136776 0.736528899384053 not prognostic TREX1 -0.3948316020300793 -0.6607077843941616 -0.12895541966599694 0.0036075069117771598 0.05277452513258319 not prognostic SLC35F6 0.2376786182053193 0.009016138645212918 0.46634109776542565 0.041625479577640505 0.19259582359618369 not prognostic EDNRB 0.1308663307749184 -0.2214504241895238 0.48318308573936064 0.46660194954786394 0.7058951088715826 not prognostic PLSCR1 0.08487297530746885 -0.11156260885088776 0.28130855946582545 0.3970886661917816 0.6536375856618901 not prognostic LRRC8E 0.016656411832880004 -0.23431369120012283 0.26762651486588285 0.8965038385436555 0.9547280678578979 not prognostic SGSH 0.08277365484800354 -0.09832425892131512 0.2638715686173222 0.3703422719322974 0.6334876500974128 not prognostic FAM105A 0.13727325145596114 -0.06873456679609424 0.34328106970801653 0.1915452642206526 0.44916310910620816 not prognostic GC 0.1916821712439372 0.013591472606820587 0.3697728698810538 0.034897658384497016 0.17261808592066397 not prognostic PSD3 -0.08601680970715449 -0.33392163318781715 0.1618880137735082 0.4964672499391144 0.7272367946179468 not prognostic FBXO17 0.12753578423933143 -0.06357412575726676 0.3186456942359296 0.19088434593384188 0.44808273443777824 not prognostic SAR1B -0.3623518650069539 -0.6491076099113178 -0.07559612010258993 0.013261801060715454 0.102710125343067 not prognostic ALDOA 0.3510931967749812 0.15565710219798332 0.546529291351979 0.00042992650005730363 0.0197391382308361 unfavorable EPB41L5 -0.5090066695030839 -0.7956175273061962 -0.2223958116999717 0.0004999208026249925 0.020344504299552535 favorable HYAL1 -0.015214460207658202 -0.23693073406379012 0.2065018136484737 0.8930109370670977 0.9533898067686294 not prognostic UFSP2 -0.1680012573624844 -0.48450760410518734 0.14850508938021856 0.29817873694583946 0.5716475871255033 not prognostic CRMP1 -0.07530337927568738 -0.30602259554030203 0.1554158369889273 0.5223653200363159 0.7451779334425009 not prognostic TNFAIP8L1 -0.004998271633355193 -0.2953764406405596 0.2853798973738492 0.97308702753797 0.9903430894108726 not prognostic EPHA3 0.21797393237509866 -0.1108306332313172 0.5467784979815145 0.19383548054628308 0.45216494458855455 not prognostic NAV1 -0.14973864271299428 -0.41429744670723656 0.11482016128124803 0.26728894189661967 0.5405552059635048 not prognostic NDUFV2 -0.2674386504360004 -0.5494628753300566 0.014585574458055695 0.06308390814458284 0.2427117445717448 not prognostic ISOC2 -0.33077232578145194 -0.5553849996195138 -0.10615965194339005 0.0038978780273358398 0.054357791244139836 not prognostic C15orf52 -0.07379279917971461 -0.29477056653162603 0.14718496817219684 0.51278599658543 0.7385735243612218 not prognostic KCNAB2 0.2123205600775916 0.02842098879770613 0.396220131357477 0.02364376186408358 0.14121587723091414 not prognostic CDK11A -0.18413422818291136 -0.46942622915087096 0.10115777278504823 0.20586872145792692 0.46638225283725193 not prognostic AK2 -0.34224635184695373 -0.5543632360882669 -0.13012946760564056 0.0015649451188836049 0.03400716905185659 favorable PNPLA2 -0.0351651691113121 -0.23890455829503085 0.16857422007240666 0.7351466300634677 0.8754679142003494 not prognostic SUPT20H -0.27413021186956554 -0.6191291168432513 0.0708686931041202 0.11938651777922323 0.3465847904271678 not prognostic PSTPIP1 0.026052949152015926 -0.2037829938128064 0.25588889211683824 0.824180901578619 0.9189155182856009 not prognostic BTN3A2 -0.13359073429459095 -0.336419842152664 0.06923837356348211 0.1967367609320521 0.45560895515381855 not prognostic CPOX -0.08261871860062182 -0.3113895434615193 0.1461521062602757 0.47905392899023447 0.7162608260269822 not prognostic CMTM3 0.34791337273777617 0.15699182984292617 0.5388349156326262 0.0003547907173048799 0.01784517579792466 unfavorable PCBP3 0.4210100144359769 0.12034856030890445 0.7216714685630494 0.006060370436179468 0.06731823388972057 not prognostic PRKAG2 -0.390148871991744 -0.6886573023216975 -0.09164044166179036 0.010417261004096214 0.09116885412480294 not prognostic TSC22D3 -0.07404734287983805 -0.3435291451319139 0.1954344593722378 0.5901956015754017 0.7929203512761962 not prognostic MEA1 0.2124788748225005 -0.09098234962489726 0.5159400992698983 0.16995867980603743 0.42139021332136617 not prognostic SH3BP1 0.27653601932206273 0.06432356888167315 0.48874846976245234 0.010647878755411984 0.09219580125454883 not prognostic CGNL1 -0.395333673043091 -0.6181357022558361 -0.17253164383034594 0.0005057259163856785 0.020303875019735334 favorable MEF2D 0.1782429792519212 -0.11886619573688997 0.4753521542407324 0.23966289824850318 0.5073780865497396 not prognostic FLYWCH2 0.05335558994778111 -0.1806045609627538 0.287315740858316 0.6548909619909427 0.8316650755609801 not prognostic SLFN5 -0.27470023857478454 -0.5194419533091312 -0.029958523840437873 0.02781536054325064 0.15203353049067336 not prognostic ME2 -0.2518314726351921 -0.479238547784382 -0.024424397486002197 0.029971131740544926 0.15915275354276318 not prognostic KDSR -0.05791466608481258 -0.2881515595844787 0.1723222274148535 0.6220007069047917 0.8121295506662681 not prognostic NSDHL 0.007723526782540958 -0.18401081340220243 0.19945786696728435 0.9370706998003361 0.9756476305747656 not prognostic COX7A2L -0.1392712839281066 -0.3409164386659543 0.062373870809741105 0.17583265483173094 0.42941346391393537 not prognostic SLC12A9 0.16345622716165972 -0.0581088524613497 0.38502130678466917 0.14819592150789193 0.39023473095886957 not prognostic LEPRE1 0.17602359201039433 -0.07115633341967531 0.42320351744046397 0.1627915957029083 0.4122979225822172 not prognostic TPP1 -0.015049301411256329 -0.252735533362227 0.2226369305397143 0.9012386718814441 0.9565844492417983 not prognostic CEP97 0.15239042621822008 -0.12747393482185115 0.4322547872582913 0.28586781943853307 0.558449615411998 not prognostic SLC8A3 -0.15823025862668053 -0.42258806497021517 0.10612754771685409 0.24074438323583347 0.5078662731174404 not prognostic COX7A1 0.05411602128662174 -0.1514966548049013 0.25972869737814475 0.6059586555835974 0.8037256064355477 not prognostic SIRT5 -0.33736794665211606 -0.6013650273993517 -0.0733708659048804 0.012256115202919896 0.0983234761753959 not prognostic IFIT5 -0.19361395500127782 -0.44240625925110943 0.055178349248553776 0.12719082443352342 0.3588841636159267 not prognostic LARP1B -0.42799924470120093 -0.7613235189124666 -0.09467497048993523 0.011847386398969557 0.09677887812953871 not prognostic CARD16 -0.2305111056978004 -0.4775174809299178 0.016495269534317014 0.06738820409423552 0.25264932632147846 not prognostic NDUFS7 -0.3951786472391504 -0.7300251087942526 -0.06033218568404819 0.02071672052491407 0.13126454271730764 not prognostic ATG4A -0.012078022186841217 -0.23128128108811596 0.2071252367144335 0.9140009881672481 0.9639593411545968 not prognostic ZFAND1 -0.026876528494745765 -0.20515774210497398 0.15140468511548247 0.7676336766754587 0.8912753608190095 not prognostic SRPX2 -0.04149310625451527 -0.3054318577897859 0.2224456452807553 0.7579904878216794 0.8861698664752541 not prognostic AIFM2 -0.11016546661957186 -0.2836358102844414 0.06330487704529766 0.213238208854143 0.475497306070023 not prognostic AGPAT4 0.050479130219310664 -0.19232796466300983 0.29328622510163116 0.6836607966431678 0.8492875138540699 not prognostic ABCC9 -0.04656882179927028 -0.3154984751414343 0.22236083154289374 0.7343126501360862 0.8752897292861642 not prognostic NDUFA3 -0.2776945746257208 -0.5611518682698762 0.00576271901843467 0.054843034813268125 0.22616752219400715 not prognostic RPS6KA1 -0.0216856851589889 -0.2059067637407741 0.16253539342279627 0.8175337070819686 0.9157236681477374 not prognostic SNX7 -0.0332855985142492 -0.20152453273207738 0.13495333570357898 0.698183772630286 0.8578069598406683 not prognostic POLE3 0.38524499349173863 0.09826022276495705 0.6722297642185202 0.008512584816105725 0.08090570260997298 not prognostic CIZ1 -0.04499880543353109 -0.3266719017298254 0.23667429086276326 0.7541933838354684 0.8848503951617022 not prognostic EXOSC3 0.28020088699611045 -0.0730259273713515 0.6334277013635724 0.12000274985222108 0.3475848008498658 not prognostic IQGAP1 0.1282962986762144 -0.10271515471878664 0.35930775207121546 0.27637413530920046 0.5492514169641002 not prognostic DENND2D -0.06713972460370096 -0.31488397572786486 0.1806045265204629 0.595309011766584 0.7970392675857972 not prognostic FLAD1 -0.18050904396725545 -0.446882866621635 0.08586477868712414 0.18412008657345866 0.44134595317059583 not prognostic FAM185A -0.48775021511617744 -0.7351390806941773 -0.2403613495381776 0.00011143025465157277 0.011209382807814956 favorable MRPS10 -0.037440573691808636 -0.2725123055913486 0.19763115820773133 0.7549118686098218 0.8846499947203841 not prognostic ANXA4 -0.03433110442903217 -0.2464000710230117 0.17773786216494736 0.7510222557230961 0.8832132215275029 not prognostic AGPAT9 0.054139431572895906 -0.1488836974583631 0.25716256060415493 0.6012133902650629 0.8014686544138041 not prognostic LHFPL2 0.5502423510982472 0.22534452628491675 0.8751401759115776 0.0009022169825947695 0.02556186280117396 unfavorable OS9 -0.03637146981834918 -0.2421340598934876 0.16939112025678923 0.7290033799912329 0.8730293286599128 not prognostic CDH6 0.18518922386308434 -0.1079062861762029 0.4782847339023716 0.21557444512473328 0.47820565094195666 not prognostic PCNP 0.08217969543024581 -0.19947425302210056 0.3638336438825922 0.5674105311936712 0.7780711419477621 not prognostic SMDT1 0.09053441023521933 -0.1722147128812395 0.35328353335167817 0.49946173270989924 0.7287615536101252 not prognostic CTBS -0.11820698502499759 -0.3335338042920938 0.09711983424209862 0.281948492408003 0.5541788918833921 not prognostic ZNF644 -0.07714792436164157 -0.339843445252061 0.18554759652877784 0.5648865811493222 0.7766323035979548 not prognostic NCEH1 0.006092272167133863 -0.20156877814106344 0.2137533224753312 0.9541464318440877 0.9832496551910815 not prognostic L3HYPDH -0.17362324860127634 -0.38772738473019486 0.0404808875276422 0.11197201128522408 0.33438472883142467 not prognostic MRPS18C -0.4925790292485708 -0.7784995078487931 -0.20665855064834854 0.0007338949155027089 0.023466289923199116 favorable NT5C3A 0.24542670512627535 0.045548591613689016 0.4453048186388617 0.01610161092736482 0.1136890557040199 not prognostic FKBP11 -0.02687040844769396 -0.21433134746316942 0.16059053056778153 0.7787574159521778 0.8960564381210446 not prognostic MS4A6A 0.25566529019075956 -0.0341386634518735 0.5454692438333926 0.08379444422997115 0.2835267041537912 not prognostic AKT1 -0.09393413793678679 -0.40803278622002714 0.22016451034645357 0.5577777037029721 0.7711216462712644 not prognostic NAP1L5 -0.24308330633439065 -0.5690705063786706 0.08290389370988929 0.14387471481578182 0.38370876429719825 not prognostic KNG1 -0.08586840432365553 -0.301378925873904 0.129642117226593 0.43484271582010703 0.6827686486736966 not prognostic HSPA12B -0.290377183077845 -0.574145801823666 -0.006608564332024003 0.04489800910894227 0.20169185928367292 not prognostic OGFRL1 0.24907481986998803 -0.1319790592966737 0.6301286990366497 0.20014974055157905 0.45994369280243513 not prognostic ARHGEF10 -0.12278160043730019 -0.3378922002062237 0.09232899933162333 0.2632616244444175 0.5351910362513328 not prognostic KIFC1 0.3464722794105483 0.054879146938429324 0.6380654118826673 0.01986764550093165 0.12805977694013035 not prognostic PPP1R3E 0.11713341943036427 -0.2088283779632097 0.4430952168239382 0.4812414019893083 0.7173750036647148 not prognostic SHANK2 -0.19450713128420688 -0.37521122675109214 -0.013803035817321618 0.034886330940427944 0.17265744660566687 not prognostic TRIM2 -0.10040572780574003 -0.2909347220008822 0.09012326638940213 0.3016649163784716 0.5754966964279685 not prognostic SFT2D3 0.16203742657267894 -0.07136125146025607 0.39543610460561396 0.17360588812912706 0.4260673016502397 not prognostic CMKLR1 -0.17323869412883727 -0.4571774694412245 0.11070008118354993 0.2317641495370919 0.49759818484546375 not prognostic GLOD4 -0.13246034504648393 -0.4052078597882516 0.14028716969528374 0.34116788329663306 0.6096758601107296 not prognostic ABCD3 -0.25413700232057235 -0.45822478605094924 -0.050049218590195454 0.014662343342570825 0.10786520948729383 not prognostic OXSM -0.5634365857107834 -0.829917785320498 -0.2969553861010688 3.412029456112207e-05 0.009546218662678933 favorable TBCD 0.244588773017808 -0.030812428492626137 0.5199899745282421 0.08173979883675583 0.2787872072325619 not prognostic DLG3 0.08939927916907231 -0.10327266635972066 0.2820712246978653 0.3631294361504336 0.6271407873948365 not prognostic PRTFDC1 0.1757757633941867 -0.050739503212827386 0.4022910300012008 0.1282770708876637 0.36081200617570003 not prognostic NAIP 0.08270427866771853 -0.1447321467634396 0.3101407040988767 0.4760219812606954 0.713993097374268 not prognostic GPR107 0.39469293411202216 0.08467848852153403 0.7047073797025103 0.012584508415688072 0.0995310104643598 not prognostic UBIAD1 0.12962743997299805 -0.145806566989487 0.40506144693548307 0.35631091007310467 0.6216000736329903 not prognostic KDM1B 0.25147608541887273 -0.02025314457854377 0.5232053154162892 0.0696962848287087 0.2565751801280547 not prognostic DHX58 -0.37923280072135507 -0.6768631769305362 -0.08160242451217398 0.012513083049679966 0.0992290810839546 not prognostic ALG8 0.028598797442217723 -0.21423046565686227 0.2714280605412977 0.8174458046979127 0.9157397759585101 not prognostic PPT1 -0.12881555462886143 -0.4448102000251728 0.1871790907674499 0.4243011907018608 0.6736599681421812 not prognostic PAQR7 -0.19562039896224814 -0.5083798052604923 0.11713900733599603 0.22023970178375307 0.4842352775220877 not prognostic NARS 0.10919273582928433 -0.2560059713851814 0.4743914430437501 0.5578619217295577 0.7711190034344187 not prognostic NDUFB2 -0.19718485253616902 -0.5367642113856964 0.14239450631335837 0.25507880072918676 0.5249932190640021 not prognostic FOLH1;FOLH1B 0.04672807339288157 -0.17238314341591843 0.26583929020168157 0.6759576206400677 0.8460573993555887 not prognostic ABL2 0.029625004054361956 -0.3158530823335978 0.37510309044232176 0.8665294875732721 0.9404823011569288 not prognostic PCM1 0.08095680785187989 -0.1493786458572268 0.31129226156098655 0.49090168165977077 0.7237020839617863 not prognostic ENO1 0.20608102089698294 -0.030346626107418867 0.44250866790138477 0.08756341253744411 0.29056902611109603 not prognostic POLA2 0.2634692255904452 0.023176097043541594 0.5037623541373488 0.031634314192690444 0.1636175707493689 not prognostic RCE1 0.119408381305521 -0.12049213511088336 0.35930889772192537 0.3292850780560129 0.6003032587732607 not prognostic AZGP1 0.004632427498585879 -0.2119734377104139 0.2212382927075857 0.9665651476314852 0.9892155654715005 not prognostic MST1 -0.14752505093597762 -0.40029819360580676 0.10524809173385152 0.2526707084627354 0.5217160638530605 not prognostic TRMT61A 0.5312580929983793 0.2013577329783668 0.8611584530183919 0.0015981395014368475 0.0343120934205374 unfavorable HSDL1 -0.024967590334202653 -0.21320043822366605 0.16326525755526075 0.7948841101619275 0.9057652333307543 not prognostic DSG2 0.045264886243639106 -0.1298637291322799 0.22039350161955812 0.6124459664699753 0.8058831184311712 not prognostic SMLR1 -0.11096472361476618 -0.33365911583447333 0.11172966860494098 0.3287593943950139 0.5997112587649877 not prognostic ZNF740 0.0021830511270851155 -0.2885932387121593 0.29295934096632953 0.9882597486117566 0.9959353364836849 not prognostic CCS -0.04841669040129095 -0.2817926956480909 0.18495931484550898 0.6842883074662462 0.8497133449022611 not prognostic KIAA1161 -0.2606742627819025 -0.4857743118963286 -0.035574213667476345 0.023225094112781824 0.13974077123100515 not prognostic MTA3 0.3797330120492986 0.08882354957991923 0.670642474518678 0.010515479026925175 0.09149182092134216 not prognostic SCPEP1 -0.022744620954086484 -0.2153043292933336 0.16981508738516066 0.8169220874763208 0.9156113481691913 not prognostic PSEN2 -0.03952676180966885 -0.2927779053547479 0.2137243817354102 0.7596762618132702 0.8868668107985667 not prognostic ADCK5 -0.38541164852646065 -0.6086894392607943 -0.16213385779212694 0.0007164698657477602 0.0231572372131397 favorable MRPL41 -0.10643644268039228 -0.3663028908011324 0.15343000544034785 0.4221107865987901 0.672448020003375 not prognostic CBX7 -0.04026974473312986 -0.2688939614388678 0.1883544719726081 0.7299237322907863 0.8735472764602874 not prognostic ARHGAP10 0.2571721155831548 -0.02967837600240203 0.5440226071687115 0.07888705141340646 0.2726933479939105 not prognostic RNF128 -0.1247186726785257 -0.4063746468809546 0.15693730152390317 0.38545901847174113 0.6443268469711536 not prognostic LEPREL2 0.09782410344865695 -0.10398578657327155 0.29963399347058545 0.3420812239311002 0.6102118345995498 not prognostic XPNPEP3 -0.33690878322372647 -0.5810873131531088 -0.09273025329434417 0.006845092210525927 0.0714267022853597 not prognostic FCHSD2 0.03506773671461193 -0.23288221891712718 0.30301769234635106 0.7975580456351311 0.9076569445241298 not prognostic YBEY 0.05341849688644716 -0.16364367222209264 0.270480665994987 0.6295625930052275 0.8171171202052482 not prognostic BTD -0.21438422206655214 -0.47254749936002316 0.043779055226918856 0.10361071211420839 0.3206452490696535 not prognostic CPPED1 -0.16403568219321749 -0.36878283638606957 0.04071147199963457 0.11635717676828074 0.3433572193824711 not prognostic ZER1 -0.020479720862615867 -0.33171409025029314 0.29075464852506144 0.8973823565241539 0.9550956060343259 not prognostic TCAIM -0.31905134099131083 -0.5789054019847636 -0.059197279997858065 0.01610784334810355 0.11364343695474474 not prognostic N6AMT2 0.08565720466784416 -0.12145650393071017 0.2927709132663985 0.4175991225289746 0.6694297124443884 not prognostic ABCF2 0.45598593708168284 0.14054569192828226 0.7714261822350834 0.004607964689099682 0.05876795991668013 not prognostic PARVB 0.042759868990281835 -0.14759631584178376 0.23311605382234743 0.6597427617809463 0.8345121427274389 not prognostic CUX1 0.23943352682709337 -0.009061813532609042 0.4879288671867958 0.05896013224051611 0.23460891731081812 not prognostic NDUFB9 -0.0963972588642974 -0.3594759903502862 0.16668147262169142 0.4726527004978833 0.7109643191460937 not prognostic PON2 0.03390456067407825 -0.17407593983219316 0.24188506118034964 0.7493402903518762 0.8826264464570909 not prognostic TNFAIP2 0.1246364369285378 -0.12958868178682514 0.3788615556439008 0.3366063850966322 0.6061216745314055 not prognostic UIMC1 0.19183460927713086 -0.11562717184210458 0.4992963903963663 0.2213749470706823 0.4860151792848991 not prognostic GOLT1A -0.0007676402696327338 -0.19011642334634707 0.18858114280708158 0.9936601524694079 0.9976717892854781 not prognostic PPAP2B -0.47955350125208374 -0.8099652840574266 -0.14914171844674085 0.004445952295990231 0.057771568804064644 not prognostic PRPS1 -0.09058660160072302 -0.3183736648761897 0.13720046167474362 0.43572023783504743 0.6834273457142922 not prognostic MRPS23 -0.09669281399918986 -0.3119343214853071 0.11854869348692734 0.3786028810783706 0.6399153472332739 not prognostic C6 0.14175070300194073 -0.043041463930927865 0.3265428699348093 0.13272235895815288 0.36845373015576516 not prognostic BRAF -0.23188650071342992 -0.4970341938596606 0.033261192432800735 0.08651068794614244 0.2884656198070068 not prognostic LAMP2 -0.032559215834001703 -0.23120158004929192 0.16608314838128851 0.7480170114408202 0.8815316971738401 not prognostic AKAP2 -0.14050565125707803 -0.43430239436913587 0.1532910918549798 0.3485861844031737 0.6160466065853957 not prognostic AKR7A2 -0.21996905349654455 -0.475297603375813 0.0353594963827239 0.09130840374174143 0.29791696016756963 not prognostic TMED1 0.16182416548531736 -0.11507450160686405 0.4387228325774988 0.2520288401543067 0.5209915044796832 not prognostic VWA5A -0.033017640001638045 -0.2283436137151108 0.16230833371183473 0.7404105825169706 0.8777669419060431 not prognostic NRBP2 -0.22859155232823067 -0.4066867468572538 -0.0504963577992075 0.011880168758202001 0.09669377353834774 not prognostic CMPK1 -0.34754610720372436 -0.6176737494324906 -0.07741846497495813 0.011679297783628107 0.09637304429200225 not prognostic PRF1 -0.5022230717607401 -0.7824179419377764 -0.22202820158370384 0.00044299086651110764 0.019830486139369736 favorable LMNA -0.05289455104271267 -0.2897028604398205 0.1839137583543952 0.6615412598944437 0.8356065039270533 not prognostic IPO9 0.3482061467550221 0.10132123752197852 0.5950910559880657 0.0057039717365713685 0.06538752747442185 not prognostic NUDT16 -0.61402480381924 -0.9707555979886271 -0.25729400964985283 0.0007419247490939962 0.023638620208678105 favorable KIAA1211 -0.13306241854522022 -0.4443617118433362 0.1782368747528958 0.40215927877339896 0.6576314197001353 not prognostic PHC3 -0.14981766124476759 -0.39996372888478293 0.10032840639524776 0.24044989365958935 0.5076038429460749 not prognostic CENPF -0.15660736087369767 -0.36371765516832266 0.05050293342092732 0.1383308769898286 0.3758653540788878 not prognostic RASSF2 0.1032095881607842 -0.11082926147257581 0.3172484377941442 0.344610308445925 0.6126481516116693 not prognostic LY75 0.09072843017813587 -0.13610334603948715 0.3175602063957589 0.43307026549460725 0.681060616014969 not prognostic FCGRT -0.2530793253286887 -0.5640573451033142 0.057898694445936816 0.11070042788848337 0.33202711252448636 not prognostic PRKCZ -0.24853832343840432 -0.5002349019130445 0.003158255036235902 0.05294483215682902 0.22222929315522277 not prognostic MFSD8 -0.13722895245497246 -0.4686646761310813 0.1942067712211364 0.41707215917129115 0.6689442925583249 not prognostic SLC25A33 -0.17745592448137443 -0.4418505632878114 0.08693871432506256 0.18834690524519293 0.4451609933105101 not prognostic EHD2 -0.21530411816115896 -0.4966172829339248 0.06600904661160689 0.1335973038471164 0.36905173136168873 not prognostic PGM2 -0.19420662439175668 -0.3913060284071952 0.0028927796236818404 0.05345856213892472 0.22261139852548512 not prognostic COX6B1 -0.318397361285394 -0.6029709413631325 -0.0338237812076555 0.028313076202938815 0.1537216320466411 not prognostic HMBOX1 -0.20428147009228043 -0.4544926055551797 0.04592966537061882 0.10955735528236979 0.3310384751410924 not prognostic MRPL48 0.004668597308288393 -0.29044334755259993 0.2997805421691767 0.9752646421936341 0.990420183933712 not prognostic TSR3 -0.018185592436527575 -0.3955330433348184 0.3591618584617633 0.9247461428176524 0.9698081546967837 not prognostic DTD2 -0.1438791176870782 -0.39447177254732435 0.10671353717316798 0.26045183074938405 0.5311674807970923 not prognostic ARHGEF37 -0.14870597159353832 -0.3966406686979993 0.09922872551092263 0.23977681726718086 0.5074992541354776 not prognostic TRMT2B 0.06420160959015053 -0.17495775478502373 0.3033609739653248 0.5987864804922824 0.799304511681438 not prognostic CORO2A 0.04708751893838933 -0.1370714608322554 0.23124649870903408 0.6162710302200295 0.8087766833128004 not prognostic CD300LF -0.19774306672920217 -0.5658595529683356 0.17037341950993123 0.2924124266176391 0.5665372117523746 not prognostic IDH3A -0.2016658324697734 -0.45712540625455045 0.05379374131500367 0.12180491431336685 0.3498618536565843 not prognostic RNMT 0.8377569183390386 0.42706773379887464 1.2484461028792027 6.385497267935139e-05 0.010394428552695144 unfavorable PLOD1 0.3279902980939502 0.11178550112298283 0.5441950950649176 0.0029458326842492105 0.047180751381186374 unfavorable HSPA4 0.07087501367058449 -0.2549783397949704 0.39672836713613935 0.6698865980161668 0.8418718012406992 not prognostic CDH1 -0.17584938094123118 -0.3867239710984539 0.03502520921599156 0.10216988986663793 0.31794474243170295 not prognostic ZBTB20 -0.4263720798531319 -0.642682901568251 -0.2100612581380128 0.00011186480194294754 0.01112806190883566 favorable UQCC2 -0.1255773083578772 -0.37862869043063385 0.12747407371487948 0.3307340127758121 0.6011087325176301 not prognostic CP 0.21291443335652774 0.02623575592826438 0.3995931107847911 0.025390008924699826 0.14562251755466848 not prognostic UVSSA -0.12848433007906648 -0.4030302716240639 0.1460616114659309 0.35901662310918037 0.6237678685613219 not prognostic SLCO3A1 0.018301599337829568 -0.19106444493221564 0.22766764360787478 0.8639650767622093 0.939293179387014 not prognostic C8A 0.03824489010655939 -0.1780811341025872 0.254570914315706 0.728961288420718 0.8730957077231689 not prognostic CCDC69 -0.29477760973486317 -0.5959357166051907 0.0063804971354644024 0.055055352577747144 0.226729793757392 not prognostic ASAH1 -0.12390968874071365 -0.31922278239044155 0.07140340490901428 0.21370872852662975 0.47607221858644344 not prognostic NHLRC3 0.005718651262386649 -0.2662565259601003 0.27769382848487356 0.9671277386599029 0.9893389675756524 not prognostic ZFYVE19 -0.08689467393156701 -0.33441647258581314 0.16062712472267915 0.49141351623516527 0.723979794446838 not prognostic SYTL4 -0.15093108818914633 -0.3573774804187386 0.055515304040445995 0.15188300932943027 0.39517831517767776 not prognostic NINJ1 0.029639860542461392 -0.18805086709075136 0.24733058817567416 0.7895765607333003 0.9025892426257963 not prognostic MYO10 -0.3156128461838525 -0.6899863878345156 0.05876069546681062 0.09846665600481491 0.31161964341149095 not prognostic TRPV4 -0.05944982838207291 -0.29858393702179326 0.17968428025764743 0.6260769445732248 0.8147190239482677 not prognostic WNK3 -0.3013183819997939 -0.5169473563038486 -0.08568940769573916 0.006165644382186755 0.06773130571008346 not prognostic ICOSLG -0.19630296261619115 -0.4716526687649033 0.07904674353252103 0.1623227291616664 0.41192613213843515 not prognostic RBX1 0.15040736663801285 -0.18222231542835515 0.48303704870438086 0.3754828810090808 0.6374096006208381 not prognostic CALU 0.4831848019343168 0.24308688390442132 0.7232827199642122 8.002424826700887e-05 0.011194642105227038 unfavorable ITGB5 0.33089133235706597 0.09523591154918545 0.5665467531649465 0.005922378990870935 0.06669567183052512 not prognostic LRRC16A 0.1338821807204929 -0.05495525770780374 0.32271961914878955 0.16465721722900312 0.4144436507875358 not prognostic MMTAG2 0.2821932419228775 -0.008163386188564992 0.5725498700343199 0.05679833282072529 0.22988945467629002 not prognostic TMEM245 -0.08280978956634324 -0.2878885454987215 0.12226896636603501 0.4286967352200106 0.677395317759399 not prognostic RASSF5 -0.002265969747652627 -0.2941742694748772 0.2896423299795719 0.9878611075986484 0.9958698903649025 not prognostic RGS3 0.050519085442758245 -0.233576079816544 0.33461425070206047 0.7274424518836027 0.8719764723140842 not prognostic TRIM47 0.18938882108857064 -0.022362837167739485 0.40114047934488073 0.07960637522165963 0.274016100484244 not prognostic ADAR 0.18441965419400122 -0.12173485179149005 0.4905741601794925 0.23774885017020442 0.5042798994489078 not prognostic ABCC12 -0.2358921934529258 -0.40991286913811165 -0.06187151776774 0.007888344129396286 0.07735415661608427 not prognostic DTD1 -0.022245225433871915 -0.19959445981406998 0.15510400894632614 0.8058047606516151 0.9115959087836631 not prognostic H2AFX -0.0685666819129559 -0.31631299044692984 0.17917962662101802 0.5875134301879059 0.7913356010940757 not prognostic GLT8D1 -0.3634205353796844 -0.5899267611344978 -0.1369143096248709 0.0016626467022981136 0.03477961664877339 favorable PAPD4 0.261848000350054 -0.04864417967809165 0.5723401803781997 0.09835113471811804 0.3114742515498093 not prognostic PDK2 -0.2869352548216754 -0.5402720420202063 -0.03359846762314461 0.02642544089011342 0.14805192258397085 not prognostic NAA40 0.5661762097884817 0.20846051613739225 0.9238919034395712 0.001921255882172453 0.03739348676758689 unfavorable KDR -0.052568756628570704 -0.3579394354541285 0.2528019221969871 0.7358134034475496 0.8754468307064335 not prognostic TMEM201 -0.19768597150986794 -0.5240528784384357 0.1286809354186999 0.23515527487241067 0.5012726609363555 not prognostic C10orf35 0.08317695614071455 -0.11557492988385606 0.28192884216528513 0.4120804749637015 0.6654683427759776 not prognostic SS18L2 0.22049018400211898 -0.09810044659683223 0.5390808146010702 0.1749554761455083 0.4279716879592174 not prognostic EEF1D 0.15686020026010455 -0.16301220030615315 0.47673260082636226 0.33648463392576244 0.6060243266017604 not prognostic DOK2 -0.06078642139047798 -0.29823203189681285 0.17665918911585693 0.6158408355892007 0.8085676786963064 not prognostic RABEPK -0.15952627987574075 -0.3700226632949918 0.05097010354351028 0.13744489467553478 0.3744808709768907 not prognostic OTUD5 0.05237666649105182 -0.223447114635846 0.32820044761794964 0.7097580664078242 0.8636129340240895 not prognostic PDF -0.12345835540565732 -0.3460120743650861 0.09909536355377145 0.27692157607057233 0.54985115780879 not prognostic PGRMC2 -0.2785355156211608 -0.5562794452032638 -0.0007915860390578233 0.049350615339599835 0.2134473715630132 not prognostic MBNL3 0.06617198227256882 -0.1491450111467653 0.2814889756919029 0.5469457870177046 0.7629799986241056 not prognostic UQCR10 -0.22140120169929345 -0.45493417158740435 0.012131768188817477 0.06314826720444701 0.24285499840266928 not prognostic RPP25 0.09543492755026275 -0.17242759509228964 0.3632974501928151 0.48498814898692677 0.7210393387379535 not prognostic CEBPA 0.0679820711901561 -0.13859699459613284 0.274561136976445 0.5189305934584999 0.7428822518762311 not prognostic DNAJC30 -0.19077303760381564 -0.4173733637009267 0.03582728849329542 0.09892692055635788 0.31219341548856966 not prognostic NIT1 -0.2557662181621578 -0.5079177708796178 -0.0036146654446977955 0.04680498431380873 0.2069358145982862 not prognostic IRS2 0.17871466839708872 -0.01914155245883034 0.37657088925300775 0.07666922969631246 0.2699251330991292 not prognostic MRM1 -0.13482067894910624 -0.3679923669768328 0.0983510090786203 0.2571059341051589 0.5265026139166258 not prognostic NFIA -0.2576152478244576 -0.4675378727482144 -0.04769262290070081 0.016161360458985124 0.11384158944869695 not prognostic TCOF1 0.2660855105326947 -0.03676685501605054 0.5689378760814399 0.08506578376234175 0.28534805620990844 not prognostic SRM 0.22069252796274322 -0.029170056037680664 0.4705551119631671 0.08342516137506906 0.2828116129462299 not prognostic POLD3 0.2098726493998942 -0.022577072680749766 0.44232237148053816 0.07679393801833141 0.26962201061887103 not prognostic PROZ 0.2162548736103678 -0.03641008009074567 0.4689198273114813 0.09343987481343714 0.30211888739787024 not prognostic NUDT19 -0.10624447705420641 -0.2886843132023447 0.0761953590939319 0.25370687992213237 0.5230112125127448 not prognostic RBM24;RBM38 0.06702637813686513 -0.2139091004270366 0.34796185670076685 0.6400608441428953 0.8235792954313512 not prognostic FAM186A 0.031099991047075635 -0.22444653079250368 0.28664651288665494 0.8114720210728709 0.9139651534363332 not prognostic SPR -0.36451082602023327 -0.5939545002046047 -0.13506715183586177 0.001847318040390904 0.036835274867750026 favorable XPR1 0.2818324376535274 -0.0038493958452859856 0.5675142711523408 0.05316791201673473 0.22233176846605607 not prognostic CYCS -0.1968254121953151 -0.39106016532422616 -0.0025906590664040163 0.047021606326383206 0.20748370696900387 not prognostic RBM34 0.38972308674822836 0.17023673603276404 0.6092094374636927 0.0005011519546806716 0.02030232330432603 unfavorable BAIAP2 -0.13582522934631613 -0.33064113128498074 0.05899067259234844 0.17178751039595486 0.4235785129647436 not prognostic B4GAT1 0.3100586860927519 0.043634087965928825 0.576483284219575 0.022550812507041565 0.1375323054329313 not prognostic FAM65B -0.13592703611564147 -0.42156867698184075 0.14971460475055778 0.3509854859514312 0.618455629939611 not prognostic AFAP1L2 0.10884905202283318 -0.18800398470336044 0.4057020887490268 0.4723425075973068 0.7106171182185662 not prognostic XRCC1 0.16774676553685217 -0.16853684536692456 0.5040303764406289 0.3282328250266825 0.5993613058257982 not prognostic PPT2 -0.06550386099621262 -0.29396925095184645 0.16296152895942123 0.5741528221148463 0.7825224868921021 not prognostic RPLP2 -0.05439157290073668 -0.3388787443178942 0.2300955985164209 0.7078622035640223 0.8625956592498559 not prognostic KANK3 -0.4832830468478167 -0.7818702682590459 -0.18469582543658752 0.0015122077556513997 0.0340170754682085 favorable BPNT1 -0.003156995819579573 -0.25026382312817147 0.2439498314890123 0.9800229189317409 0.992438094468485 not prognostic MANEAL -0.08317093905173842 -0.2947921229384942 0.1284502448350174 0.44112126375771477 0.6873231246820084 not prognostic INPP5F 0.12421310892762288 -0.16033310293050618 0.40875932078575195 0.39222785746603006 0.649697688786932 not prognostic LYPLAL1 -0.13124007885999317 -0.3123911385742325 0.04991098085424617 0.1556216261927939 0.4024495723004286 not prognostic TACC2 -0.05147245857940062 -0.27212460337350386 0.16917968621470258 0.6475207696522731 0.8286525801453403 not prognostic RPAIN 0.03875577547901291 -0.30799084541545135 0.3855023963734772 0.8265996939330733 0.9201227228375986 not prognostic XYLT2 0.08889336287851897 -0.1245548827389839 0.3023416084960218 0.4143553989946508 0.6670965450816595 not prognostic ENPEP -0.23381974066943753 -0.44373917201632407 -0.023900309322550967 0.029027338278179958 0.15646102324174904 not prognostic FLT1 0.19659309443704504 -0.03952894270809948 0.43271513158218955 0.1027114119589915 0.3192969691905732 not prognostic MPEG1 -0.34444990736011105 -0.6611446198701652 -0.027755194850056897 0.03302858329283742 0.16725390623346914 not prognostic FAT3 0.1544589948449121 -0.14444126984227496 0.45335925953209916 0.3111431076301204 0.5839966965644587 not prognostic CBX4 0.05867867623874918 -0.2557566107442253 0.37311396322172363 0.7145435968394791 0.8655538929108181 not prognostic PUS7L 0.13659165796510375 -0.09932562968761713 0.37250894561782466 0.2564666011785866 0.5257947058282313 not prognostic TRAPPC6A -0.0005036392917017679 -0.27381432632747316 0.2728070477440696 0.9971182904953203 0.9985682387924611 not prognostic SLC25A17 -0.2649773285790825 -0.5061579714232439 -0.023796685734921136 0.03129128505601265 0.16297316760121072 not prognostic ZNF280C 0.20727351254565674 -0.14488301735694564 0.5594300424482591 0.24866321226379934 0.5176195627523356 not prognostic TNFAIP3 0.10814107298385729 -0.1131758583801278 0.3294580043478424 0.3382200208706604 0.6075609644572677 not prognostic PROC -0.20106250348520832 -0.40922798890920686 0.007102981938790193 0.05834637020427986 0.23299511705571702 not prognostic MAPRE2 0.031243984747216246 -0.14021911351652872 0.2027070830109612 0.7209837091798573 0.8688877572065234 not prognostic PEX14 -0.1992543983722907 -0.39482915599324775 -0.003679640751333646 0.04584259702013874 0.20449864031953272 not prognostic NOP9 0.11441275579868977 -0.14901135203382365 0.37783686363120317 0.3946197221424468 0.6514900188717179 not prognostic MSRB2 -0.4410001866331417 -0.6869444753190511 -0.19505589794723233 0.00044076292235294926 0.019930052746595733 favorable PSMA6 -0.16690892207606126 -0.45494124938127756 0.12112340522915507 0.2560571964610495 0.5256776152065528 not prognostic HNRNPU 0.41244918863449437 0.04179046901145389 0.7831079082575348 0.029187629674555106 0.15666477726396394 not prognostic PLEKHO1 -0.08184940529918443 -0.42677471132887357 0.2630759007305047 0.6418658111650277 0.8253087185639082 not prognostic PTPN7 0.0428370244701652 -0.17894560567562207 0.2646196546159525 0.7050113060857176 0.8613491025362213 not prognostic FGR 0.21692154895148108 0.036020881327142734 0.3978222165758194 0.018761744898880117 0.12278794011672052 not prognostic FBL 0.209945694138084 -0.10289754449728983 0.5227889327734578 0.18840556792955768 0.4450646569058918 not prognostic PTRH1 -0.37741847228323483 -0.6235290825922535 -0.13130786197421612 0.0026499877488631485 0.04501962109216654 favorable TM9SF2 0.19322896574322138 -0.10362553450528786 0.4900834659917306 0.20203237116646144 0.46213485412706423 not prognostic CASP1 -0.15321326883529257 -0.39035759540043646 0.08393105772985135 0.2054107856020079 0.46593432062193485 not prognostic IL1RN -0.08737829011448028 -0.29677612491141225 0.12201954468245171 0.413436618821996 0.6664562564482049 not prognostic TMEM238 -0.2864346385517278 -0.5193760816918 -0.05349319541165548 0.01595013726522173 0.11333458645676996 not prognostic CHRAC1 0.37413144950079547 0.06525156714855473 0.6830113318530362 0.017596037359566847 0.11907582953907934 not prognostic RRP9 0.29003019980913325 -0.026528046684700102 0.6065884463029666 0.0725396768712998 0.262403122031817 not prognostic ECSCR -0.5758174225991536 -0.8932631192409953 -0.25837172595731184 0.0003776986055626391 0.018180299008614557 favorable ABCC1 0.24842775037619205 0.07024825080021777 0.42660724995216637 0.0062819312934904005 0.06792527882925067 not prognostic PMF1 0.3276285399498895 0.04620744828035156 0.6090496316194274 0.02250251684013482 0.13742498858780836 not prognostic NTAN1 -0.20810474060033082 -0.43234697646055675 0.016137495259895107 0.0689242424047725 0.25520212665423003 not prognostic TPBG 0.16559577226470387 -0.14327442233245122 0.47446596686185893 0.29334904415154794 0.5673696246033287 not prognostic HSD3B7 -0.11347372246060594 -0.3192820406618373 0.09233459574062541 0.27985791304934304 0.5526175332004342 not prognostic TOMM5 -0.14773759689792176 -0.4740290258769156 0.17855383208107206 0.37484815321089104 0.6368150883675726 not prognostic SCARB2 -0.16008894808408689 -0.44624575105337905 0.12606785488520525 0.27286363343232317 0.5461542835053855 not prognostic TSPYL1 -0.24367867475945157 -0.49105524056513333 0.003697891046230195 0.05352441940033386 0.22247173950380178 not prognostic EPHA1 0.049923043221887356 -0.19531134778445153 0.29515743422822627 0.6898966754921936 0.8533634893177133 not prognostic TMLHE -0.10743235211113643 -0.2926716481030718 0.07780694388079891 0.25565912945111713 0.5253422506256258 not prognostic UQCRQ -0.35962230949865803 -0.6382734712009897 -0.08097114779632647 0.011422673799363195 0.09513227769832436 not prognostic POT1 -0.32986851145367074 -0.7391531601234815 0.07941613721614005 0.11418485480513862 0.339633556501796 not prognostic MGAT5 0.41329009930473887 0.10831928077603314 0.7182609178334446 0.007904961680275298 0.07734767423333852 not prognostic OAF -0.022661571215489177 -0.24702157293235946 0.20169843050138112 0.8430709283959239 0.928872018450493 not prognostic CYHR1 -0.27660648069326943 -0.6004764855092242 0.04726352412268531 0.0941425228459216 0.30340461016541975 not prognostic RBBP7 0.411336179496474 0.10140350874051912 0.7212688502524289 0.009289195641876202 0.08538621004283124 not prognostic TMEM51 0.32327337474268797 0.0621148755373489 0.584431873948027 0.015260850625320514 0.11072155238937971 not prognostic ERP29 -0.0608700020291485 -0.31078472306866206 0.18904471901036504 0.6330951935303397 0.8192081612483209 not prognostic LPCAT3 -0.07516253675645043 -0.26556972354561537 0.11524465003271447 0.439114977876478 0.685868178110277 not prognostic FAU -0.02455096344321092 -0.29668343661729035 0.24758150973086854 0.8596482194926021 0.9366472567989859 not prognostic HACD3 -0.04625008792754124 -0.26175547917592684 0.16925530332084435 0.6740236776345461 0.8446996060837193 not prognostic NFKB2 0.1887599945758591 -0.07729121226896532 0.45481120142068354 0.1643558994161517 0.41438422063441455 not prognostic FAM26E -0.057446954098498884 -0.2650870123971865 0.15019310420018872 0.5876425151729748 0.7913904088964566 not prognostic DIP2C 0.06725223728227296 -0.18290518097547143 0.3174096555400174 0.5982518758452404 0.7988290894023024 not prognostic ENSA 0.1379289006485631 -0.11358499026500152 0.38944279156212774 0.28244906188395286 0.554797378465781 not prognostic FAT1 -0.32465317567729385 -0.5385113004468131 -0.11079505090777467 0.0029262873704628397 0.04720549698694379 favorable REXO4 0.3070276277288771 0.00798268801139801 0.6060725674463562 0.04419009786100949 0.19941227124476713 not prognostic RAB15 -0.0517218631460517 -0.27808301054308165 0.17463928425097827 0.6542705455367426 0.8312309059444382 not prognostic LIG3 0.21414934870521418 -0.10988756670761207 0.5381862641180404 0.19521676533753154 0.4533789105231958 not prognostic SLC8A1 -0.06431043289909921 -0.45113512142600587 0.32251425562780744 0.7445392013293719 0.8798652942848293 not prognostic GEMIN2 0.2770211528399176 -0.012868822961958959 0.566911128641794 0.06107431205334455 0.23940381603047012 not prognostic STK26 0.1914228398611133 -0.01794563461281229 0.4007913143350389 0.07313788896318679 0.26414018551327606 not prognostic CXorf57 0.07760902558221311 -0.1868213672436294 0.34203941840805563 0.5651291067252966 0.7768464444206327 not prognostic SERF2 0.16633530897508048 -0.12845548189101835 0.4611260998411793 0.268766751477893 0.5419524157616161 not prognostic EIF4EBP1 0.11601981692525122 -0.19452784797851247 0.4265674818290149 0.46402358625965867 0.7042554954708805 not prognostic ZC3H6 -0.05756328491896845 -0.3370003515981213 0.2218737817601844 0.6863985426010952 0.8515070184159077 not prognostic MED31 -0.0008873931228801181 -0.26345644744044855 0.26168166119468833 0.9947148478391792 0.9979473366992572 not prognostic FKBP1A 0.11063401482833994 -0.18723608183520402 0.4085041114918839 0.4666356701412403 0.7058268550049881 not prognostic F12 -0.2160885789225483 -0.45841647110249245 0.02623931325739587 0.08050928648730475 0.2755350313153056 not prognostic ARMCX2 -0.39028965234738394 -0.6338239377103037 -0.14675536698446418 0.0016834259321281268 0.035050493884518884 favorable CCDC61 -0.1913281330337293 -0.44708494606216875 0.06442867999471014 0.1425878339546833 0.38186924241587783 not prognostic VEZF1 0.15615085119488767 -0.14017639599836693 0.45247809838814224 0.30169234865725886 0.5754264161756366 not prognostic MPHOSPH9 0.3386985711300082 -0.012433559947045647 0.689830702207062 0.05868286083967495 0.23392148401496432 not prognostic HIST1H1C 0.10285425935364824 -0.12418726850784213 0.3298957872151386 0.3745934277857521 0.6365031237361622 not prognostic HS6ST1 -0.23478489886885762 -0.49391624614600305 0.024346448408287813 0.07576302485314139 0.26842357004755635 not prognostic ERAL1 0.03653944864506106 -0.21923744068593862 0.2923163379760607 0.7794820811481116 0.8961991874302097 not prognostic METTL1 0.25046339812895974 -0.028307037358071496 0.529233833615991 0.0782478124784256 0.27184814323606693 not prognostic PIN4 -0.022670541680554056 -0.25613919725333745 0.21079811389222933 0.8490594204873888 0.9319147960798813 not prognostic GPR108 0.11552314400979596 -0.14146233413343173 0.37250862215302366 0.378282026101076 0.6398562213646198 not prognostic C2 0.14053657043159878 -0.09130396494260043 0.37237710580579797 0.2347993217092445 0.5007523409392249 not prognostic SLC25A1 -0.15110278553948697 -0.3559316124320278 0.053726041353053866 0.14821344633095385 0.39016612319936184 not prognostic FGD4 -0.13830658617081745 -0.4451559042992522 0.1685427319576173 0.37701096742408036 0.6389133430527714 not prognostic WDR24 -0.5300633367772308 -0.944899174686948 -0.11522749886751377 0.01226674840517265 0.09823273566324753 not prognostic RBM28 0.5459554712241643 0.22072861364034807 0.8711823288079805 0.001001253268047676 0.02675886719053983 unfavorable MECP2 -0.0469270025798702 -0.32174011908752786 0.22788611392778746 0.7378643455642744 0.8760243317646131 not prognostic LMF1 -0.09013709400631718 -0.3529285917007841 0.17265440368814972 0.501415172578315 0.7300650577481956 not prognostic KEAP1 -0.10400978236342714 -0.3125657503134057 0.10454618558655146 0.3283407332683308 0.5993138807240297 not prognostic SORL1 -0.0398728973747298 -0.25307082675365217 0.17332503200419255 0.7139486149967715 0.8650672553885634 not prognostic PRDX3 -0.33551376426378726 -0.5628775223322882 -0.10815000619528639 0.0038248239658222093 0.053673430981201 not prognostic STX3 0.07550156006675933 -0.12356798011178143 0.27457110024530007 0.45726373911042406 0.7005274223572256 not prognostic DYNLT1 0.20329637186780758 -0.08589979122269165 0.4924925349583068 0.16826601404321845 0.41893371071438673 not prognostic GYS1 0.14977887648589988 -0.13331392831832134 0.4328716812901211 0.2997457924736094 0.5729342613185792 not prognostic UBL5 0.04465050153545823 -0.20767103070310455 0.29697203377402104 0.7287169597280728 0.873036657359218 not prognostic CALCOCO1 -0.23319529913349027 -0.4772660818555602 0.010875483588579676 0.061119428977513504 0.23947581953421376 not prognostic YWHAE 0.14761280522155185 -0.11202464114609267 0.40725025158919637 0.26514757445708503 0.5374385859439172 not prognostic TM7SF3 -0.11042051425758442 -0.38285388664441905 0.1620128581292502 0.4269643984493551 0.6757313521861545 not prognostic DOCK10 0.0990904555507249 -0.13920228040723998 0.3373831915086898 0.4150599530026867 0.6678705534207503 not prognostic MAP7 -0.3102641588461838 -0.5194612184762677 -0.10106709921609985 0.003650764800878907 0.053060547503683206 not prognostic GPRIN3 -0.13763291407173484 -0.41743940873954427 0.1421735805960746 0.3350063398141053 0.6044562193381067 not prognostic PCMTD2 -0.4854358615785584 -0.7757258275886516 -0.19514589556846518 0.001047161094001681 0.0274933527114283 favorable GABARAPL2 0.11181753179160585 -0.040785341398512434 0.26442040498172414 0.15096391581206622 0.3937022832116018 not prognostic FPR1 0.24997119514782498 0.027028724063992954 0.472913666231657 0.027978850098775928 0.15283382851393584 not prognostic NLN -0.16793154844356273 -0.3668306637650648 0.030967566877939307 0.097963512325773 0.31079635926741517 not prognostic DCTD 0.14511131759061582 -0.09037581642499776 0.3805984516062294 0.22713793275127336 0.4915556954126542 not prognostic ANXA5 0.06801395793689292 -0.12978145223103438 0.2658093681048202 0.5003408802251159 0.7292124207480811 not prognostic GLRX5 -0.2965519473849948 -0.5107948297211589 -0.08230906504883076 0.006668631428272228 0.07032303554454801 not prognostic DLG5 -0.042650519080102055 -0.3521031631878097 0.26680212502760564 0.7870576611964698 0.9013209568549494 not prognostic PLCG2 -0.09705807288602666 -0.30481512410590095 0.11069897833384759 0.35985660063857605 0.6241371843311064 not prognostic SMIM20 -0.16405498469106158 -0.37580516510360606 0.0476951957214829 0.12888933630994198 0.36196556712136463 not prognostic PTCD1 -0.025830094243228803 -0.29085605214030213 0.23919586365384454 0.8485075709576495 0.9316517393651994 not prognostic DHRS7B -0.25335333886037525 -0.48764451308875434 -0.01906216463199617 0.0340542604250798 0.1701382776706135 not prognostic ICAM3 0.010417946417478103 -0.22504603107283408 0.24588192390779026 0.9308962268476374 0.973180046586513 not prognostic NCF4 0.21169934343045477 0.030876840585955745 0.3925218462749538 0.021753592410461466 0.1345027022450701 not prognostic ARL2 0.29299483597242754 0.011491528468682233 0.5744981434761729 0.04135295151750851 0.19163197460468614 not prognostic GTPBP4 0.35931550741769935 0.06019673648098017 0.6584342783544186 0.018552598226596603 0.1225840678396453 not prognostic CYTH3 0.023945890697414117 -0.24123994663499224 0.28913172802982046 0.8595226364707287 0.9367384253587869 not prognostic PUS1 0.06490441883993943 -0.21935597373391208 0.3491648114137909 0.6545044438871477 0.8312921387603396 not prognostic PHC2 0.0702101849764778 -0.22706488640089967 0.36748525635385526 0.6434341103660556 0.8268502354108361 not prognostic SNRPC 0.12391614245103284 -0.23126745112409292 0.4790997360261586 0.4941074498458192 0.7257988512665495 not prognostic DHRS11 -0.16609464160251833 -0.36282551672272334 0.030636233517686684 0.09797614852781124 0.31072633998210913 not prognostic ZNF845 0.03082877647877348 -0.20598310123870367 0.26764065419625066 0.7986048307417964 0.908155601375753 not prognostic PIR -0.16833439777291795 -0.35301826995559027 0.016349474409754372 0.07402567837039128 0.2654192624950393 not prognostic MRPL40 -0.1306536718435302 -0.40818393141663023 0.14687658772956982 0.3561648416622738 0.6220725375345956 not prognostic MEMO1 0.033033863341414796 -0.27592486281086986 0.34199258949369943 0.8340116278242202 0.9248087817575233 not prognostic APRT -0.2623059030269085 -0.5617776151810236 0.037165809127206684 0.08602970608518776 0.28750427718577304 not prognostic COX4I1 -0.19248573953434348 -0.4548743586244044 0.06990287955571742 0.15048782345919856 0.39303310485128495 not prognostic TCEA3 0.014919486214160322 -0.19195193033951727 0.2217909027678379 0.8875919972412906 0.950324222829619 not prognostic LZTFL1 -0.014382286786079607 -0.26511496306022636 0.23635038948806714 0.9104859817034678 0.962065501497834 not prognostic MBLAC2 -0.26959147629994784 -0.5977454164224634 0.058562463822567634 0.10735678869214006 0.3274839281637921 not prognostic FAM129B 0.2199232704317548 -0.0012689467609603156 0.44111548762446995 0.05132887636991951 0.21831231835624199 not prognostic UQCC1 -0.03675509280682125 -0.2725954233665621 0.19908523775291964 0.7600194766210393 0.8869205388670706 not prognostic NOL10 0.21197456458567182 -0.1189095167762158 0.5428586459475595 0.20925614233967985 0.47060292448308305 not prognostic TOR1A -0.13429039046095828 -0.441820999552484 0.17324021863056746 0.39207309686665315 0.6496817390796124 not prognostic PDLIM5 -0.24174106137106235 -0.5450223894074137 0.06154026666528892 0.11822714986014612 0.3455722078674137 not prognostic POLE 0.290527264568373 0.04863515214472133 0.5324193769920247 0.018570764056188994 0.12243302694776147 not prognostic COQ7 -0.30857430167040323 -0.5601652658138716 -0.05698333752693491 0.016222091890780877 0.11382162123680344 not prognostic GPRC5C -0.054252030549412265 -0.26260489392646763 0.1541008328276431 0.6098091633973701 0.8051351481929885 not prognostic CNDP2 -0.2715620144619822 -0.5388360521025937 -0.004287976821370776 0.04643600476298763 0.20611876581211117 not prognostic UBE2M 0.3471820778315839 0.04756306259515358 0.6468010930680141 0.023141001132567347 0.1397985041429659 not prognostic LPHN2 0.05418558787916893 -0.17892869759694197 0.28729987335527984 0.6486932787260695 0.8294417201420309 not prognostic RPS6KA5 0.05108770229803629 -0.15273592502251376 0.25491132961858637 0.623243741889606 0.8126858754933938 not prognostic PIP4K2A 0.1076747161687467 -0.1944474415676532 0.4097968739051466 0.4848516488875625 0.7209561223202702 not prognostic VMAC -0.25053000429162753 -0.49284758615711066 -0.008212422426144422 0.042724893743339855 0.1959610520922755 not prognostic SRC 0.4025124377144707 0.1971811910914287 0.6078436843375127 0.00012196989661103068 0.01161698387615487 unfavorable GNB1 0.2573979576160921 -0.12020128026000909 0.6349971954921932 0.18153356741939586 0.4370180234218476 not prognostic TSPAN15 0.08623657148406444 -0.0950649662430797 0.2675381092112086 0.3512010266478459 0.618470257981543 not prognostic PIK3IP1 0.014876320483605609 -0.28673632532286203 0.3164889662900732 0.9229880489892889 0.9690995663892463 not prognostic FBXL6 -0.024089936029403344 -0.27120406054413876 0.22302418848533206 0.8484729347970896 0.9317279756210405 not prognostic EPB41L1 0.10628916289913466 -0.0828596286317047 0.295437954429974 0.2707353652480716 0.5438397408718836 not prognostic SRPK1 0.4577904381765543 0.08844342773639485 0.8271374486167138 0.015128225903665098 0.10993750528856626 not prognostic PDK1 0.0925584664031737 -0.08007140732996518 0.26518834013631254 0.2933190849302916 0.5676795865501297 not prognostic EFNB1 0.278796845267971 -0.006642055726624907 0.5642357462625669 0.055574637507312646 0.22782038901234894 not prognostic SLC2A8 -0.0320557798736662 -0.3468508182047366 0.2827392584574042 0.8418056412336179 0.928048997163475 not prognostic SS18L1 0.04588379196940642 -0.17807089799005799 0.26983848192887083 0.6880100603626094 0.852207259328506 not prognostic UBE2E2 -0.0829206518502142 -0.2763041316908921 0.11046282799046368 0.400678309682995 0.6565287164333554 not prognostic PTGFRN -0.08301721669345154 -0.26920016950898845 0.10316573612208536 0.3821567068667462 0.6428878234832729 not prognostic HVCN1 -0.00101005657418026 -0.2379493458107956 0.23592923266243507 0.9933335946414061 0.9976795684119933 not prognostic BCAP31 0.02688068861805622 -0.1499733973621485 0.20373477459826095 0.7657779802185646 0.890275322282406 not prognostic GAS7 0.16302738929559168 -0.19908780228985695 0.5251425808810404 0.37756446721862214 0.6391254821343021 not prognostic TLDC1 0.22326115962324825 0.0016614149748017393 0.4448609042716948 0.04830690898498493 0.2108687255692687 not prognostic DPCD 0.19164990355679049 -0.04659365416964628 0.42989346128322725 0.11487588465312598 0.34055754811239636 not prognostic RNF7 -0.23390539044687714 -0.5143118288813873 0.04650104798763299 0.10206279354404255 0.31772190215570684 not prognostic CCRL2 0.08284101303775235 -0.14045152454142543 0.30613355061693015 0.4671389182804292 0.706349389522831 not prognostic ERGIC3 0.03590529828695263 -0.2150094478315738 0.28682004440547904 0.7791198961462479 0.8961280100459093 not prognostic MRPL51 -0.016138699601133295 -0.2865057286471909 0.25422832944492435 0.9068649553323108 0.9595983861352297 not prognostic HNRNPDL 0.31603537985469377 0.0006550356005508018 0.6314157241088367 0.049526059661518115 0.21399942671311376 not prognostic APBB1IP 0.0010952372018355298 -0.19696254589099554 0.19915302029466658 0.991352393421878 0.9966960110394243 not prognostic PYGB -0.03533989434509428 -0.2367870671059597 0.1661072784157711 0.7309691394254579 0.8739805963242688 not prognostic CD14 -0.04693945716656283 -0.24703248072788825 0.15315356639476257 0.6456710006168334 0.8277051071767625 not prognostic ZNF330 -0.33137773557789224 -0.6271273167897191 -0.03562815436606531 0.0280865356125159 0.1533285081334481 not prognostic DCAKD -0.22852028768320537 -0.497861158707151 0.040820583340740235 0.0963290358117922 0.3073534774137475 not prognostic CRTAC1 0.02778801953255665 -0.23374933329582637 0.2893253723609397 0.835038654600166 0.9245734695319424 not prognostic ABHD11 -0.3530161577799996 -0.5623831635190286 -0.14364915204097067 0.000950719371110532 0.02619012470631567 favorable LRP2 -0.051195868344267724 -0.2901625763618959 0.18777083967336045 0.6745586990952208 0.8450152557715841 not prognostic SIPA1 -0.31222895703941833 -0.6595064714524353 0.03504855737359869 0.07804277118698803 0.2717685454831209 not prognostic PSIP1 0.09966937005968074 -0.09337193993946108 0.29271068005882256 0.31156141080033106 0.5841694891927464 not prognostic GABARAP 0.2883769140098483 0.04702576129655947 0.5297280667231371 0.01918838919219084 0.12485003520180565 not prognostic MRPL24 -0.05623993534845836 -0.34580091484462383 0.23332104414770713 0.703445390726544 0.8603752162807033 not prognostic FN3KRP -0.10257473662860762 -0.31393964567692406 0.10879017241970883 0.3415208968322774 0.6099414700457568 not prognostic URM1 0.05634768989950378 -0.20174889811132768 0.31444427791033525 0.6687241730805651 0.840883078875042 not prognostic DPYSL2 0.011134890356038214 -0.21689704492510245 0.23916682563717886 0.9237542159316936 0.9693356182883793 not prognostic ZNF618 0.1942470564013908 -0.07848773527427297 0.46698184807705456 0.16273716909429647 0.4123933979341173 not prognostic MAP2K6 0.012531921378531166 -0.18166563385968643 0.20672947661674873 0.8993519479079986 0.9556014704035499 not prognostic CALCRL -0.3740674983165321 -0.6118052156345055 -0.1363297809985587 0.0020430776372263536 0.03900143728376875 favorable PRDX2 0.02310192805953499 -0.20617951291210082 0.2523833690311708 0.8434504020218818 0.929175765879403 not prognostic MPZL2 0.07112856837246728 -0.12676635064446376 0.2690234873893983 0.4811451639286296 0.7174704618009695 not prognostic ABT1 0.5423196199312097 0.23844035654181223 0.8461988833206071 0.0004690084003807204 0.020187654849079757 unfavorable TBC1D14 -0.03998163727924752 -0.3712649353398797 0.29130166078138464 0.8130117569538271 0.9146637672791674 not prognostic NARF 0.15996313002539256 -0.12464416876482418 0.44457042881560926 0.27063778854130405 0.5437657362680195 not prognostic RASAL3 -0.06856368555633685 -0.32662941305872256 0.18950204194604886 0.6025554448318461 0.8024213740264046 not prognostic OPLAH -0.303309249436896 -0.5138091793556516 -0.09280931951814045 0.0047411935588920675 0.05961784541118073 not prognostic CPEB3 -0.22185963521889582 -0.5500966217587172 0.1063773513209256 0.18524908332188053 0.4422760114615457 not prognostic AGA -0.028826309089309093 -0.22649761424564507 0.1688449960670269 0.775015542758499 0.8950869652111509 not prognostic POLE4 0.24142128309852362 0.014993247251975067 0.4678493189450722 0.036640647163476564 0.17712943523466831 not prognostic TCEAL3;TCEAL6 0.06607333473418096 -0.16227771393642643 0.2944243834047884 0.5706358993613152 0.7803426312787315 not prognostic TMEM141 -0.04335490317570229 -0.2498030410194037 0.16309323466799913 0.6806326485136218 0.8479966743866485 not prognostic CTTN 0.08797119254905716 -0.0794856011954374 0.25542798629355173 0.3031785934517156 0.5771545709490133 not prognostic CFB -0.051401072334877895 -0.26161068759150036 0.15880854292174457 0.6317564143741383 0.8181853287851382 not prognostic NLRX1 -0.38871637170802126 -0.6768093598893498 -0.10062338352669276 0.008180484183949191 0.07883732497190217 not prognostic PRKAA1 -0.1697097440149214 -0.46456352347706326 0.12514403544722047 0.25927706261592787 0.529253885453808 not prognostic COQ5 -0.4039690922807033 -0.6764199655844585 -0.13151821897694815 0.0036598426693149303 0.05310627458407872 not prognostic SMTN 0.25594380244596093 -0.04473590750604911 0.556623512397971 0.09524518508224289 0.3048731290816305 not prognostic BAZ2A 0.43370904552101686 0.10355153588922178 0.7638665551528119 0.010032919983888368 0.08973499761813443 not prognostic UPP1 0.3080890581942033 0.08729936696885288 0.5288787494195537 0.006239430884892179 0.06762908560828049 not prognostic TMEM177 -0.4793898950293581 -0.7391811818976186 -0.2195986081610975 0.00029838375585897317 0.0163891396699717 favorable BCL2 -0.057135503253077626 -0.3062321812624585 0.19196117475630325 0.6530288183858197 0.8301245223638001 not prognostic FGD3 0.27582798759771976 0.04646918503499481 0.5051867901604448 0.01842017031183254 0.12215984059395311 not prognostic ZC2HC1A 0.09937760296755956 -0.12466057823026754 0.32341578416538663 0.38463392814558384 0.6431878144728076 not prognostic ORC3 0.23318445159311274 -0.05198388202402693 0.5183527852102524 0.1090056761011248 0.33037502306478345 not prognostic THEMIS2 0.07828736655599941 -0.166225141249852 0.3227998743618508 0.5303078981211782 0.7493444778849288 not prognostic PPIB -0.09372501979665335 -0.3431659717510217 0.15571593215771504 0.4614645092550975 0.7028737242873236 not prognostic CHMP4C 0.06691470331280516 -0.21719274909746364 0.35102215572307394 0.6443520159157723 0.8271986805984957 not prognostic GALNT7 0.27304549626052776 0.07165242739711944 0.4744385651239361 0.007877217078073269 0.0774146262348957 not prognostic RNF220 -0.07022305847968915 -0.3253640649941414 0.18491794803476305 0.5895794991195387 0.7925683566992837 not prognostic WRN 0.3194193485136048 -0.00747342869715284 0.6463121257243625 0.055472707295148665 0.22771533627394133 not prognostic KALRN 0.13109120364589755 -0.17860315764251378 0.44078556493430887 0.40674380054313497 0.6618642759474169 not prognostic SPAG1 0.03587273399660244 -0.2091599671313354 0.2809054351245403 0.7741595639644304 0.8950220268819145 not prognostic CEP44 -0.07589610917325969 -0.32964250322926486 0.1778502848827455 0.5577212501771276 0.7711626799746446 not prognostic PRMT6 0.031731192438685524 -0.19409433719761662 0.2575567220749877 0.7830101567797131 0.8985247287424726 not prognostic SMOC1 -0.1940397192077944 -0.4079551305198509 0.019875692104262127 0.07542745937569727 0.2682964019827642 not prognostic STK17B 0.192768294065509 -0.0917977249136957 0.4773343130447137 0.18427652474125428 0.44148454000761295 not prognostic RPS6KA3 0.36726480820314694 0.09653437515000768 0.6379952412562861 0.007841286166184257 0.0773161178919027 not prognostic FCGR2A 0.18139601811922643 -0.029368986823078008 0.3921610230615309 0.09163154694274163 0.298536113456465 not prognostic PGD 0.23214711438267704 0.051635595113941474 0.41265863365141264 0.01171500612306387 0.09648983424083793 not prognostic FHIT -0.44243693369276293 -0.6901113710086623 -0.1947624963768636 0.000463149056423424 0.020031756049076886 favorable WDR4 0.2967219992526973 0.026073405884577128 0.5673705926208175 0.03165180031166943 0.16361349202677622 not prognostic WDR5 0.30758946038462004 -0.028629044839743156 0.6438079656089832 0.07296128050840449 0.26382162536015563 not prognostic KDELC1 0.1960507784017156 0.0005923893818443882 0.3915091674215868 0.049309679657355235 0.2135798558163045 not prognostic DIEXF 0.20612720824745934 -0.11479808103485262 0.5270524975297712 0.20807877104054207 0.4692516970090613 not prognostic TMEM167B -0.08700483578584205 -0.37062973925826553 0.1966200676865814 0.5476808324627638 0.7634106325765412 not prognostic WARS2 -0.2768842701128593 -0.49567653083990826 -0.058092009385810356 0.01312504242212538 0.10209253241119769 not prognostic UCK2 0.36010161516506073 0.062491442072654 0.6577117882574675 0.017715455355685795 0.11943258418633654 not prognostic OBSL1 0.015623023512317844 -0.16192437539999793 0.19317042242463361 0.8630726335499072 0.9387789197147758 not prognostic BCL9L 0.18590498382566306 -0.08112383198221595 0.4529337996335421 0.17240288852610225 0.42462807729688956 not prognostic ZDHHC13 0.25538756149697006 -0.02046105075681942 0.5312361737507596 0.06958789414655603 0.25649255508197455 not prognostic HSPE1 -0.27732018208722437 -0.49404966087109364 -0.06059070330335509 0.012144832223657982 0.09769333593747521 not prognostic DDX5 0.31926419773376175 -0.044404380616014316 0.6829327760835378 0.08531435964694903 0.2858605770655444 not prognostic PIK3AP1 0.06170878584023036 -0.18369161435073383 0.3071091860311945 0.6221145169033795 0.8121597068877161 not prognostic TIFA -0.2330688524284286 -0.5012547839526745 0.03511707909581732 0.08850813296534647 0.29208010115692845 not prognostic TMEM30B -0.23047058062233214 -0.5218866536790073 0.06094549243434308 0.12112576554301281 0.3486942054362038 not prognostic MYRIP -0.22734208264178152 -0.4810009282380179 0.026316762954454842 0.07898253926218915 0.2727075487907364 not prognostic MED29 0.17214951031865777 -0.19646212867711438 0.54076114931443 0.36001051445697874 0.624041459038399 not prognostic MTFR1 -0.17038565511702441 -0.4007951231826597 0.060023812948610866 0.14723285645187742 0.3890719491775852 not prognostic MCOLN1 0.2754144915582025 -0.019043922439520578 0.5698729055559256 0.06677216763118589 0.2517099860218978 not prognostic HK1 0.1047269611605648 -0.1190562944897726 0.3285102168109022 0.35902129486759105 0.6236549578869892 not prognostic ACYP1 0.23188396408693882 0.026329828906387243 0.4374380992674904 0.027034481008627008 0.14996264465318315 not prognostic COQ10B -0.2874607991696906 -0.5177356135997232 -0.05718598473965794 0.01441717836456526 0.10702901981588123 not prognostic TMEM59 -0.04506822914294377 -0.26113665868324804 0.17100020039736047 0.6826751221718197 0.8488875512228198 not prognostic ARHGAP15 0.031011799008178104 -0.2279050601457661 0.2899286581621223 0.814398950830888 0.9148448942018746 not prognostic PES1 0.4019947773551943 0.07583451858994467 0.7281550361204439 0.01570632404721103 0.11249497535574429 not prognostic MRPS25 -0.21837444222521996 -0.47157337760445306 0.03482449315401315 0.09095254121868372 0.29751483431891684 not prognostic CD93 0.18292918026966787 -0.13313053142158482 0.49898889196092056 0.25663148443429096 0.5258918929137576 not prognostic TMEM261 -0.1515936642785325 -0.4086831774869495 0.1054958489298845 0.24780425128328032 0.5160715193624584 not prognostic CYB561 0.3874982174177596 0.1569751648699469 0.6180212699655723 0.0009855988892770817 0.026658812252863182 unfavorable ABCB6 0.007356578809523918 -0.18750941899613052 0.20222257661517837 0.9410163237442474 0.9766889805799034 not prognostic MARCKSL1 0.4546046513220922 0.23581516513129258 0.6733941375128918 4.6521644850715995e-05 0.00946609741701046 unfavorable NT5C2 0.15598609761649124 -0.11502390757611297 0.42699610280909545 0.25927652590442585 0.5293734860712257 not prognostic NIFK 0.38230269792311095 0.057984119422176794 0.7066212764240452 0.02086706366990917 0.13175093161967336 not prognostic CCDC134 0.34848648407928356 0.11271841920041575 0.5842545489581514 0.003767453039372176 0.053710202327227854 not prognostic PAPSS1 0.2790731168378426 -0.029021712202338734 0.5871679458780239 0.07584166581296582 0.2685958995346056 not prognostic GIMAP1 -0.034846558974513775 -0.29070854157598575 0.2210154236269582 0.7895207660199756 0.9026407123198623 not prognostic FTSJ3 0.04294054921455998 -0.21925271039319566 0.3051338088223156 0.7482164790394932 0.8816507155620666 not prognostic ARMCX1 -0.04084756537632374 -0.2727708194431331 0.19107568869048563 0.7299445059632469 0.8733386558718361 not prognostic TIMM13 -0.3301464690767979 -0.5513805047132835 -0.10891243344031232 0.003446282022403272 0.05125342682155564 not prognostic PLEKHA4 -0.08439029314724504 -0.3235397413267849 0.15475915503229482 0.4891723372245329 0.7235354262632154 not prognostic NEK3 -0.04186361201709266 -0.2947711203386144 0.2110438963044291 0.7456113462448234 0.8806673328403567 not prognostic AGPS -0.07939332316044297 -0.33333752008008827 0.17455087375920236 0.5400318974798526 0.7567546686707028 not prognostic ENTPD6 0.19270478245699835 -0.08089828700053309 0.4663078519145298 0.16744917352418767 0.4184126292386414 not prognostic FAM110C -0.04411835628586284 -0.27380782603356757 0.18557111346184188 0.7065701203782058 0.8619597067374406 not prognostic SS18 0.19691818272442216 -0.09650219352905351 0.4903385589778978 0.18838994959192504 0.4451452147523106 not prognostic FH -0.34953741309073083 -0.5669249754629555 -0.1321498507185062 0.001624755200359356 0.03430762572834272 favorable SERPINF2 0.13487215464973248 -0.038041738125382 0.30778604742484694 0.12632291510013835 0.3571105332780356 not prognostic FGFR4 0.15078059690937945 -0.06671630388829652 0.3682774977070554 0.17422491048665134 0.42676761247250056 not prognostic TRIM28 0.40572493467818654 0.13202490056086286 0.6794249687955103 0.003667918225380982 0.05313733312594811 not prognostic SLC25A11 -0.3005993444944454 -0.5760457441398754 -0.02515294484901537 0.03244036126407678 0.16577543059205446 not prognostic KLC2 0.32195081458601804 0.10181931210906411 0.5420823170629719 0.004150080823179067 0.05655353669698963 not prognostic CD248 0.2116463636525493 -0.022877389401061626 0.44617011670616025 0.07693178708175523 0.26978859762747925 not prognostic PRNP 0.35158729783910986 0.10999245222924875 0.593182143448971 0.004340555000257509 0.05774292558292047 not prognostic CAV1 -0.2697184227039309 -0.5584511825730165 0.019014337165154716 0.06711671931013995 0.2522653182131331 not prognostic CMIP -0.0582915498442923 -0.3627007870679253 0.2461176873793407 0.7074262473792228 0.862534004192589 not prognostic UBE2L6 -0.2722643724544623 -0.5013471412349748 -0.04318160367394977 0.019837200591968734 0.12804791413114353 not prognostic UGGT2 0.25210604409069487 0.03588894572317622 0.4683231424582135 0.02229583054223078 0.1364419486292496 not prognostic BAG3 0.16718594081899585 -0.05472810667610131 0.389099988314093 0.13978272228427296 0.3784320267950093 not prognostic DUSP23 -0.11147079687117123 -0.36721711685040165 0.1442755231080592 0.3929503404559773 0.6502928647139307 not prognostic FLRT3 0.4319778164314843 0.21777934273963737 0.6461762901233312 7.727632199859429e-05 0.011341883784482207 unfavorable RECQL 0.09193577050203504 -0.23550563332269353 0.41937717432676364 0.5821140545239607 0.7877368697329232 not prognostic SLC25A29 -0.2731546270547955 -0.5162356129128662 -0.030073641196724676 0.02763367842185159 0.15159578609732677 not prognostic PRR5 -0.06812456303292715 -0.4119872957560665 0.27573816969021225 0.697794487234618 0.8574463415058379 not prognostic PRKAG1 -0.2716952599935029 -0.6021725041045299 0.05878198411752411 0.1071045019759836 0.32727187924606865 not prognostic INPP5K -0.09375835093023441 -0.3976610583247878 0.21014435646431898 0.5453936033530287 0.7616454423365568 not prognostic C1R -0.0191825519532509 -0.24254595235184712 0.2041808484453453 0.866329485917185 0.9406073111104242 not prognostic CEPT1 -0.051957679414118114 -0.4188626142042404 0.3149472553760042 0.7813563210904336 0.8976624076379638 not prognostic NFKBIL1 0.27740078645096033 -0.17491415586408815 0.7297157287660088 0.2293524013536372 0.4940789339073902 not prognostic DTYMK 0.14196942321867367 -0.10726069144440795 0.3911995378817553 0.264226136791523 0.5361778337929524 not prognostic HSD17B12 0.13624397413347436 -0.11021335638648644 0.38270130465343516 0.2785923742827122 0.5514564507966222 not prognostic UBAP2L 0.3597725683171055 0.026930301342451335 0.6926148352917597 0.03412894923601941 0.17032133919179587 not prognostic TMEM101 0.12184258110125859 -0.13098082163169691 0.3746659838342141 0.34488315748798193 0.6127681899166307 not prognostic ITFG3 -0.21503140362251072 -0.4363819024160186 0.006319095170997158 0.056908738595541575 0.23002435063019583 not prognostic NCBP1 0.33781499137828475 -0.026339535018454818 0.7019695177750243 0.06903379799356334 0.2550803109518665 not prognostic ABCA5 0.02495687206053174 -0.2814214494875728 0.33133519360863634 0.8731535207519175 0.9443517119221935 not prognostic PEX10 -0.3297658085000575 -0.5883970128671856 -0.07113460413292938 0.01245310923008274 0.09910461061060513 not prognostic ZMYM3 0.27646552593297874 0.007326654375703567 0.5456043974902539 0.04408105342228209 0.1991209239604902 not prognostic MINK1 -0.23524126856149796 -0.5919162608831249 0.12143372376012895 0.1961239065528003 0.4543072019061374 not prognostic RAB5B 0.1516797997967942 -0.20291173972939797 0.5062713393229863 0.40181020926043476 0.6575409986307207 not prognostic NDFIP1 -0.10890300597805995 -0.35355335405722216 0.13574734210110223 0.3829612099764551 0.6426713613719217 not prognostic PPAPDC2 -0.12418862885899143 -0.3571680864444777 0.10879082872649481 0.29613862542694347 0.5700557113410933 not prognostic 43351 -0.010146607734870996 -0.2535582252249387 0.23326500975519673 0.9348844401247779 0.9750722731170942 not prognostic CARD6 0.08767375654565565 -0.198274020672059 0.37362153376337026 0.5478800711465744 0.763569470263898 not prognostic CCDC126 0.22242426574063373 -0.06757060274791765 0.5124191342291851 0.1327667982095785 0.3683486657484836 not prognostic C5 0.23338043502323133 0.04836422679974092 0.41839664324672177 0.01342434053395734 0.10352120654652891 not prognostic ACBD5 -0.15401288677140818 -0.3339996838536896 0.02597391031087326 0.09351874258309424 0.3021556486273702 not prognostic FKBP9 0.46348133652331874 0.17511426246540573 0.7518484105812318 0.0016317273004036064 0.0342930857289049 unfavorable C19orf66 -0.33054302280386333 -0.5844724412949831 -0.07661360431274361 0.010731911832935932 0.09265458692408429 not prognostic RDH13 -0.14784309435216733 -0.3416356941022848 0.04594950539795012 0.1348508841718997 0.37114047525085087 not prognostic SDC1 -0.377026911845964 -0.59150339098332 -0.16255043270860794 0.0005701961462050596 0.021008090934048963 favorable SLC35E3 0.24881759082300614 -0.012454040855746362 0.5100892225017586 0.06196608568727329 0.24100015862648036 not prognostic GAR1 0.0873462950073896 -0.22670558170297195 0.40139817171775116 0.5856717910339659 0.7898056251132848 not prognostic IRF2BP1 0.16353711795622677 -0.10146818743513314 0.4285424233475867 0.22646654503860159 0.49105230751528217 not prognostic NT5DC3 0.06622680071719964 -0.1372478703375777 0.269701471771977 0.5235206963283814 0.7457566896146378 not prognostic LPIN1 0.07657565921454272 -0.12314520654746418 0.2762965249765496 0.4523659475469408 0.6958818433655947 not prognostic GPSM3 0.06926197502723264 -0.1730867196244094 0.3116106696788747 0.5753789427812857 0.7837163661525711 not prognostic COA1 -0.039453105925654895 -0.2576091957765685 0.1787029839252587 0.7229974077000056 0.8700263160131922 not prognostic TCAF1 -0.025495312809129967 -0.23117744081606348 0.18018681519780352 0.8080463087029337 0.9122873394473349 not prognostic SCARA5 0.16869318782090617 -0.132344794793638 0.4697311704354503 0.2720698052402835 0.5450528006973056 not prognostic LRP5 0.01506657332075701 -0.21385053450791822 0.24398368114943222 0.8973589133573187 0.955184205360608 not prognostic THOP1 -0.12011972757938559 -0.3686772835988743 0.1284378284401031 0.3435437976326169 0.6117238703669091 not prognostic GALK2 -0.09294788462294261 -0.3015767704396122 0.11568100119372694 0.3825546933913446 0.6428326144768597 not prognostic PAG1 0.15101410109425098 -0.04364167148492862 0.3456698736734306 0.12837491247759622 0.3609738038354017 not prognostic SENP1 0.28294900428674613 0.07602842639087959 0.4898695821826127 0.007359802591502068 0.07411958672859169 not prognostic TMEM176B -0.19934300107682656 -0.41342209772671196 0.014736095573058827 0.06799345105992625 0.25353826211558506 not prognostic MPV17L2 -0.1877140081092136 -0.43033528610838523 0.05490726988995806 0.12941637537557926 0.36310398268178035 not prognostic GNPTG 0.43590053361107267 0.12184732475097004 0.7499537424711753 0.0065203619654303265 0.0694961912815449 not prognostic ZNF146 0.03890913370919002 -0.3243456679049344 0.40216393532331446 0.8337171071426053 0.9245967125291398 not prognostic TCEAL1 0.1102219805387783 -0.24580368574623224 0.46624764682378883 0.5439934581245656 0.7605205232025665 not prognostic ALG5 -0.12004785461179965 -0.3660073207675655 0.1259116115439662 0.33875965085248566 0.607798628072606 not prognostic NDUFA10 -0.09263872929414427 -0.3624738967112512 0.17719643812296262 0.5010191910803057 0.7296071596847719 not prognostic NDUFV1 -0.2900231315522353 -0.5727470523341182 -0.007299210770352449 0.044371396877931076 0.20002875944013945 not prognostic TRMT10A -0.053886875586983705 -0.35348678940239225 0.24571303822842486 0.7244448839075314 0.8702475574431944 not prognostic EGFR 0.04977403263060933 -0.15085368634734167 0.2504017516085603 0.626789631698189 0.8149357497231899 not prognostic POLR1E 0.46279687130063607 0.10959821080601845 0.8159955317952536 0.010224452318879737 0.09027566233819556 not prognostic SEC16B -0.3136318011543634 -0.5189923174460536 -0.10827128486267323 0.0027597215306064105 0.04592525439315835 favorable ATP2B3 0.31226865592582814 0.10790047510257444 0.5166368367490819 0.002746535208223957 0.04579093057584561 unfavorable ROR2 0.011531586371133338 -0.2720532499518229 0.29511642269408955 0.9364764694170923 0.9753692218114504 not prognostic RIN1 0.180999704763255 -0.07304881984886602 0.435048229375376 0.16259461676739356 0.41238232405622505 not prognostic LRRC28 -0.19819602392312166 -0.49581599501623874 0.09942394716999545 0.19182077088503674 0.4495736549041188 not prognostic PDGFRB 0.028249505983592816 -0.19301148215252734 0.249510494119713 0.8024029255729277 0.9107395274663314 not prognostic CD109 0.06657575340324791 -0.17162555174696476 0.30477705855346054 0.5838309569660991 0.7887488392511672 not prognostic PSMG1 0.08353283174816399 -0.16979781708224023 0.33686348057856824 0.5181010794148926 0.7421694342402454 not prognostic MAST4 0.15770073810754864 -0.14945836762063558 0.46485984383573287 0.3142813648226578 0.5865668249441849 not prognostic IQGAP3 0.44500542037127844 0.13009411530765363 0.7599167254349033 0.005611628431669662 0.06482697980482385 not prognostic WEE1 0.2739597795735459 0.04074169159151447 0.5071778675555774 0.02131504689265469 0.13326369750693956 not prognostic MCTS1 -0.04177503081622847 -0.3752101493944147 0.2916600877619578 0.8060246487393488 0.9112689329667117 not prognostic IFT27 -0.07680323946402656 -0.28927005626114344 0.13566357733309034 0.47863819109342476 0.7159979490157781 not prognostic F9 -0.39631405515249324 -0.6361464109335759 -0.15648169937141052 0.0012004732719855557 0.02904820865969373 favorable CD2BP2 0.08089443096467666 -0.23484855502247778 0.3966374169518311 0.6155623879937262 0.8083206306406323 not prognostic ACBD6 0.09435506566108993 -0.19936040434570357 0.3880705356678834 0.5289356679964439 0.7488236931644784 not prognostic DNAJB4 -0.011400657817951918 -0.20276749595043608 0.17996618031453226 0.9070465703493938 0.9596771383051433 not prognostic ZC3H3 -0.060228995634087366 -0.4457938785869682 0.3253358873187935 0.759478644630583 0.8867517351822651 not prognostic STK3 0.22392791224400552 0.006345716908180116 0.4415101075798309 0.04368239485433407 0.19801948411688752 not prognostic ITIH2 0.15078428546167819 -0.040368562223438625 0.34193713314679497 0.12209260809436469 0.3501265599836153 not prognostic TMOD2 -0.0432500680186568 -0.3002112054156578 0.2137110693783442 0.741484061861082 0.8783417313895563 not prognostic OXLD1 -0.2857526420404245 -0.48693930835928245 -0.08456597572156652 0.005372496187143416 0.06345640945052111 not prognostic KIDINS220 0.3408721558492348 0.04038559607554287 0.6413587156229268 0.026189886362616092 0.14700818345109834 not prognostic ARPC1A -0.09463575524739039 -0.31047776729505394 0.12120625680027318 0.3901504133961502 0.6481752924727654 not prognostic HDAC5 -0.1620356803770742 -0.3639137135773215 0.03984235282317308 0.11568446830701042 0.3420485616752524 not prognostic ARPC5L 0.0017199266214345673 -0.34716433524141704 0.35060418848428615 0.9922907889576491 0.9969677290470017 not prognostic HPX 0.12478819977207593 -0.08348694859623927 0.3330633481403911 0.240269364849877 0.5074620484786385 not prognostic SPATA20 -0.33640060385580406 -0.5652297219306169 -0.10757148578099118 0.003959960404648099 0.055137675743101765 not prognostic SPI1 0.09498315643958476 -0.16578199616174583 0.35574830904091537 0.47528113619227463 0.7133599350091258 not prognostic NDUFA2 -0.18043039116721937 -0.47767866785694707 0.11681788552250832 0.23416327563613173 0.5001106409280266 not prognostic NDUFB11 0.03363409341944022 -0.23469149383578652 0.301959680674667 0.8059317399933746 0.9112789679414857 not prognostic APOA1BP -0.07485754797598132 -0.32836878398077757 0.17865368802881493 0.5627619455143957 0.7756169486130519 not prognostic MEST 0.02212811113049498 -0.21744966262449744 0.2617058848854874 0.8563455470521184 0.9353253242354052 not prognostic CARHSP1 -0.13315759060978682 -0.4009488173618789 0.13463363614230522 0.3297684380357974 0.6006951832623589 not prognostic UBE2Q1 0.2986888401740985 -0.004377145168789898 0.6017548255169869 0.053401921770536945 0.22258259106686093 not prognostic CYP2U1 -0.12888949030961092 -0.4340107182894696 0.17623173767024772 0.4077106252314988 0.662474269999566 not prognostic MED13L 0.29567672873137746 -0.1550673891993724 0.7464208466621274 0.19855240782443212 0.4581545637247786 not prognostic NDUFA8 -0.04578561150056254 -0.3071219616256708 0.2155507386245457 0.7313112402840238 0.8740394519106748 not prognostic C8orf59 -0.08166966009811527 -0.3507755217855908 0.18743620158936025 0.5519636884621376 0.7668732003106018 not prognostic VAT1 0.09777504505906662 -0.10049500749089221 0.2960450976090254 0.33377497394339534 0.6035724786336535 not prognostic HSDL2 -0.3479983358464285 -0.54271874952728 -0.15327792216557692 0.0004604168460390752 0.020010252536834174 favorable CADM3 -0.02542699111131964 -0.40343563335979815 0.3525816511371589 0.8951122546279651 0.9543813285321152 not prognostic NT5DC1 -0.002544545110668703 -0.23059375436721405 0.22550466414587664 0.9825524231345173 0.9933143455649653 not prognostic PAOX 0.04740294694768399 -0.1917319864901311 0.2865378803854991 0.6976332227968214 0.8573658536307401 not prognostic GSR -0.02026535142612881 -0.2375094308679646 0.19697872801570698 0.8549291553481171 0.9344623034832978 not prognostic DTNB -0.4283499219342918 -0.7546991644253772 -0.10200067944320634 0.01009517685611414 0.08993245611222876 not prognostic MYADM 0.23261406603201998 0.006671752627398442 0.4585563794366415 0.04360804092306126 0.19788281316987708 not prognostic RBBP9 -0.09007326298638964 -0.3352730586774983 0.15512653270471904 0.4715337878889029 0.7102358686018417 not prognostic RCN2 0.30442064289857473 0.05201638786142743 0.556824897935722 0.018084644996390748 0.12055981135717525 not prognostic RTN4 0.216860880018963 -0.04194808976219741 0.4756698498001234 0.10052981327044375 0.31503094792099506 not prognostic UFC1 0.20742889345585488 -0.07398362996671573 0.4888414168784255 0.14854567696822749 0.3903520533890639 not prognostic CCDC88B 0.08812542251573309 -0.1638793925381527 0.34013023756961885 0.4930951638665637 0.7251447112512064 not prognostic FNDC3B 0.21684205595473716 -0.029531657102628533 0.4632157690121028 0.08452164652817698 0.2843751602280227 not prognostic KIAA1109 -0.1085179906100764 -0.4007948679244131 0.18375888670426033 0.46679417164012815 0.7059473342388628 not prognostic TSTD1 -0.3762881608631839 -0.588828984919769 -0.16374733680659878 0.0005205077478550595 0.020619937462594457 favorable APMAP -0.09825844895049336 -0.3000973675926133 0.10358046969162658 0.34001168945244964 0.6083382605251362 not prognostic TK2 -0.21342415155548702 -0.4545248536228391 0.027676550511865045 0.0827452628654038 0.2810388233816238 not prognostic LCK -0.29227799431838214 -0.5461072401066117 -0.038448748530152566 0.024017496265452583 0.14183947497664706 not prognostic FETUB -0.035211097996888575 -0.27909140085964007 0.20866920486586293 0.7771945703131693 0.8959854478513785 not prognostic H1F0 -0.2430415876472982 -0.4534599772129888 -0.032623198081607574 0.02358419374492031 0.14123698100218832 not prognostic BAD -0.39783023515496346 -0.6385384631506614 -0.15712200715926544 0.0011981165239440628 0.02906974861482708 favorable KPNA4 0.13216524469924099 -0.18303667230997264 0.4473671617084546 0.41117956559943347 0.6649730221841994 not prognostic AATF 0.29817490054613355 -0.05158526126214319 0.6479350623544102 0.09474266749195966 0.30391655394321565 not prognostic C10orf54 0.20978331189838798 -0.030781859144063617 0.45034848294083957 0.08741872326639598 0.2905196100237725 not prognostic ATP6V1G1 0.28837887658870215 0.04320239492306821 0.5335553582543361 0.021148209637547388 0.132776943117084 not prognostic MBLAC1 -0.19227956571784885 -0.49049880394300316 0.10593967250730549 0.2063360727120323 0.4668503560755181 not prognostic RHPN2 0.17982967392958416 -0.0460653054393135 0.40572465329848184 0.11869344956978745 0.34580620045502997 not prognostic NANS 0.175206869374107 -0.09710598761996692 0.44751972636818094 0.20729212256451462 0.4686581750808332 not prognostic SETD9 -0.19026822927816128 -0.39691880929829226 0.016382350741969698 0.07113938953445381 0.2592230177053174 not prognostic PCYT1A -0.15241248017248818 -0.36466937630508867 0.05984441596011231 0.15931912082305974 0.40742190480687057 not prognostic SLC2A6 0.06341279609758622 -0.15346297625462108 0.2802885684497935 0.5665916868303397 0.7773054508415616 not prognostic LLPH 0.12941018259171236 -0.1853777177115464 0.4441980828949711 0.4203889434066056 0.6712577510824576 not prognostic AHNAK -0.1706161944384819 -0.39133746343162334 0.05010507455465954 0.12976222316728783 0.36384628375093264 not prognostic C3orf58 0.2174805466990695 0.015060080880340804 0.4199010125177982 0.03522300736978734 0.17327010163830003 not prognostic MPV17 -0.10447281073272664 -0.3615316902032257 0.15258606873777242 0.42570633275869796 0.6745750083519686 not prognostic MPRIP -0.17804766831246546 -0.44303458205181767 0.08693924542688672 0.1878648712297098 0.4451969804445717 not prognostic LRRC59 0.03983625377839048 -0.26737571197928733 0.34704821953606824 0.799380427142648 0.9088067256137304 not prognostic HM13 0.4894325996762619 0.19520954020534637 0.7836556591471775 0.0011127465253655358 0.028710143059359195 unfavorable TRIM68 -0.0015698103462140065 -0.24742702564340563 0.24428740495097762 0.990015161483308 0.9962465708396153 not prognostic SMARCC1 0.14320030553232105 -0.09232653791540424 0.37872714898004634 0.23339538246296293 0.49954311718644684 not prognostic TOP1 0.3620464802290192 0.01296127825158061 0.7111316822064577 0.04207920072730211 0.19419334232553392 not prognostic TXNRD3 -0.46019571493253875 -0.7371472424108015 -0.18324418745427595 0.0011268827363641802 0.028825660396195732 favorable RPL14 -0.5001708602104117 -0.989508652364223 -0.010833068056600337 0.045139294468772004 0.2023696060986058 not prognostic FAM50B 0.32258831047771164 0.0037088868737734093 0.6414677340816499 0.047394207395666695 0.2085112230041297 not prognostic ARHGEF26 -0.40415451009643416 -0.6705551387082174 -0.13775388148465095 0.0029447477482060017 0.0472478971141368 favorable NDUFS8 -0.3545361524974358 -0.6572004112739833 -0.051871893720888296 0.02168325915423183 0.13425326362920995 not prognostic GRAMD3 -0.05776214546327681 -0.3202428978855167 0.2047186069589631 0.6662397908977962 0.8385835579794699 not prognostic DDX43 0.04719379751270608 -0.20040917181840212 0.2947967668438143 0.7087209447856484 0.8627027353726595 not prognostic C8B 0.05229041649868261 -0.14935604475369985 0.25393687775106505 0.6112762247466225 0.8050538452716256 not prognostic INPP1 -0.0207819750166537 -0.22937536094161975 0.18781141090831233 0.8451819864729031 0.9298248125942371 not prognostic PKP2 -0.1998167345612143 -0.41212132642049026 0.012487857298061705 0.06508439756479034 0.24764156880474625 not prognostic KLHDC10 -0.3215447025954394 -0.6131235244561914 -0.029965880734687367 0.030665097080528562 0.1611177313157114 not prognostic GGCX -0.14614489643307677 -0.34945559682102506 0.05716580395487153 0.1588730487437391 0.4070951360625919 not prognostic MANBA -0.0777508607079895 -0.32665041277831075 0.17114869136233177 0.5403720036696569 0.7569942964879421 not prognostic ZNF248 0.04563945944418762 -0.30813908942803814 0.3994180083164134 0.8003867698937771 0.9093734455404806 not prognostic APOB -0.24256116828954585 -0.4592429675605961 -0.025879369018495607 0.028231665202514918 0.15337263262021605 not prognostic SDHAF3 -0.07071492451319056 -0.2748631139823604 0.13343326495597926 0.4971934678683384 0.7275863219720878 not prognostic ITGA11 0.011245811413733603 -0.2848791558929363 0.30737077872040347 0.9406660780478977 0.9768917059230748 not prognostic RASIP1 -0.6694995362904665 -1.0841346765172943 -0.25486439606363887 0.001552440201040966 0.034149870073512945 favorable MTSS1L -0.06671934639914794 -0.3595982929558672 0.2261596001575713 0.6552433463989674 0.8317586389210202 not prognostic RPS27L 0.1830141684156102 -0.1312834474444713 0.49731178427569167 0.25375395731305755 0.5229878406592552 not prognostic SLC7A7 0.19797611249868258 -0.1400855172037641 0.5360377422011293 0.2510524665760747 0.5200538485089303 not prognostic RMND1 -0.30997279728557603 -0.529678679189244 -0.09026691538190795 0.005688408355731853 0.06529271796008625 not prognostic SERPINA4 -0.1446093936368491 -0.37743046878029946 0.08821168150660125 0.22346378049826118 0.4882067415326824 not prognostic FGD2 -0.14123560262363455 -0.4745537510907056 0.19208254584343648 0.40626297720975657 0.6618035725907843 not prognostic HRC 0.16401703204166576 -0.17266637665945642 0.500700440742788 0.33967560691475784 0.6082231417415654 not prognostic LRMP -0.04680383179477078 -0.32963997797874506 0.23603231438920352 0.745683987667959 0.8806369531184852 not prognostic AIM1 0.05012811806679856 -0.18795854084496008 0.2882147769785572 0.6798543028123312 0.8479709630926164 not prognostic NXT2 0.25696828362841795 -0.008068217990663096 0.5220047852474989 0.05739390138162428 0.23083899329275928 not prognostic CTSL 0.052516739026884564 -0.17541559809322874 0.2804490761469979 0.6515676852730512 0.8301530505549491 not prognostic HPGDS 0.06159897444907628 -0.1748094978000436 0.2980074466981961 0.6095671703090323 0.8050530868530411 not prognostic IVNS1ABP 0.2008179265506938 -0.0498824205742433 0.4515182736756309 0.11641849055396614 0.3434249574727047 not prognostic KIRREL 0.06973673490241025 -0.2410254909999102 0.38049896080473067 0.6600627107884431 0.8344452767140541 not prognostic ABHD12 0.3174751065776476 0.018210842368187596 0.6167393707871076 0.037596050103134875 0.1803844783351375 not prognostic DRAM2 0.008665799822625225 -0.31995328711070375 0.3372848867559542 0.9587797427741923 0.9856418689926908 not prognostic ARRB1 0.15573977370567738 -0.08663273719782619 0.3981122846091809 0.2078852829490332 0.4691698861211732 not prognostic RAB6B 0.3709703003650972 0.14865536981579336 0.593285230914401 0.0010734482696506977 0.027937739413321793 unfavorable THOC1 0.6463137266086312 0.24775584591795807 1.0448716072993043 0.0014812200539704803 0.033743926573022165 unfavorable NAGK -0.06540287431747394 -0.34750295141805737 0.2166972027831095 0.6495383934864309 0.8294561741383563 not prognostic MBNL2 0.03657718836267275 -0.19958844032026374 0.2727428170456092 0.7614646344238031 0.8875657950782853 not prognostic MYF6 -0.32613418889483364 -0.5672003152270131 -0.08506806256265426 0.008011106757297859 0.0778756121586186 not prognostic PLD3 -0.24300828137220667 -0.48134985156000043 -0.004666711184412919 0.045679818041356235 0.20397576604701365 not prognostic DAAM2 -0.4694957985606442 -0.7687774908247929 -0.17021410629649558 0.0021072988175606243 0.03955271763861692 favorable TLE3 0.5553305780000604 0.24003340634543047 0.8706277496546903 0.0005563032207211214 0.02092681821477395 unfavorable TRIM14 -0.18707605718268588 -0.4509361027756975 0.07678398841032574 0.16464759484549774 0.4146525785236966 not prognostic NLRC4 0.22009839034126852 -0.057785747995415 0.497982528677952 0.12056862442519488 0.3483223280021845 not prognostic EAF1 0.12143956146986337 -0.07388117500705288 0.3167602979467796 0.22299737632006805 0.4876637787478186 not prognostic ATL1 0.19465876849714653 -0.03911041863203307 0.42842795562632613 0.10266789598328674 0.31927255044750474 not prognostic IDH1 -0.3532052145823015 -0.598814608727508 -0.1075958204370949 0.004823672757146955 0.060231997482199005 not prognostic PCSK6 -0.22215070643552084 -0.46283121249399994 0.018529799622958226 0.07044045135693756 0.2577251168772628 not prognostic NAP1L4 0.7963015310538442 0.40035813343500243 1.192244928672686 8.087867189539995e-05 0.01097131438605327 unfavorable ATP5E;ATP5EP2 -0.4065270067723159 -0.6537791319018504 -0.1592748816427813 0.0012706224228450323 0.030335686804617533 favorable DOCK11 0.04056088495501414 -0.174651092674904 0.25577286258493226 0.711834552885863 0.8643774246557888 not prognostic CHKB 0.08196253416526364 -0.1851664774155973 0.34909154574612455 0.5475929738867742 0.7634070219882108 not prognostic MGST3 -0.3453693232774794 -0.5613522771443111 -0.12938636941064766 0.0017238411356117365 0.03547942456811926 favorable DUS2 -0.3479095504035617 -0.6428313339921637 -0.05298776681495965 0.02077188681567282 0.13133524199203303 not prognostic SLC22A23 0.1864221386240298 -0.10218291940740665 0.4750271966554662 0.20550480298339818 0.46602950889320266 not prognostic TBC1D24 -0.28912722141982233 -0.5348245782613188 -0.04342986457832587 0.02108771099897254 0.1325830593917143 not prognostic MRPL14 -0.09789041214178337 -0.3893025950764075 0.19352177079284075 0.510290171530153 0.7372321939179376 not prognostic TRIP6 -0.19470679005328553 -0.4729832715963618 0.08356969148979068 0.17026157304843575 0.42179077573399154 not prognostic CTPS1 0.15811885544480372 -0.09681362215552483 0.4130513330451323 0.22412037811075067 0.4886872248479178 not prognostic JADE3 -0.08388877302418994 -0.40808954712934353 0.24031200108096362 0.6120483816271013 0.8054783420119709 not prognostic NCAPD3 0.2744658555627155 0.008759897724365806 0.5401718134010652 0.04291042309130136 0.19620889577958173 not prognostic FILIP1L 0.02835362077998336 -0.21335257984014327 0.27005982140011 0.8181571950925713 0.9161927914526319 not prognostic BET1L 0.007112857894436233 -0.22963024547918162 0.24385596126805406 0.9530426032064471 0.9830173302427788 not prognostic HSCB -0.33211342367394847 -0.5638301918339137 -0.10039665551398327 0.004967037288984909 0.060834315797923234 not prognostic CD99L2 0.04067088255398127 -0.1821536532551103 0.26349541836307283 0.7205371716588482 0.8685834519808359 not prognostic UGCG 0.11069842057232941 -0.16969369119156769 0.39109053233622654 0.43905434305958024 0.6860128330562691 not prognostic FAM83G 0.019073170578006355 -0.17316603266118966 0.2113123738172024 0.8458161533137704 0.9300653427435748 not prognostic CDC37L1 -0.25952607704512815 -0.5386452111642417 0.019593057073985454 0.06839700136763262 0.2544072925818092 not prognostic NGDN 0.15427374942126218 -0.19097360905170804 0.49952110789423243 0.38113348461883734 0.6418901594793924 not prognostic SELH -0.0034066896461161537 -0.1952665106567527 0.1884531313645204 0.9722381099314638 0.9903797699643184 not prognostic SEL1L -0.0572639368072662 -0.3052367959060434 0.19070892229151098 0.6508288473864496 0.8301568130290474 not prognostic SSBP4 0.21893022519035385 -0.10216872153494042 0.5400291719156481 0.18144021299815147 0.4370283096509147 not prognostic SEC23B -0.02059670566081152 -0.2727084313161181 0.23151501999449509 0.8727844477351366 0.9440665894131544 not prognostic DDX47 0.34777531303999615 0.043304457391595275 0.652246168688397 0.025173692536311618 0.14475277410250348 not prognostic PRKCA -0.03356034629801455 -0.2455569529961986 0.1784362604001695 0.7563524759640576 0.8855268363157065 not prognostic RAB29 0.1955020441136875 -0.020610325919760447 0.4116144141471354 0.07622124419755028 0.2689825775721985 not prognostic CEP126 -0.3440744092924671 -0.657782519869607 -0.03036629871532709 0.03158018250752554 0.16362116550340056 not prognostic HOMER2 -0.4874935544027825 -0.7425358398795177 -0.2324512689260474 0.00017944823396477019 0.013615254565140572 favorable SUCO 0.36707933065032683 0.057433164275950244 0.6767254970247034 0.02015241163395791 0.12924394080145069 not prognostic GPATCH2 0.4286655796374129 -0.04723127403990218 0.904562433314728 0.07748922606968117 0.2707888528500607 not prognostic ABHD3 0.07472359201416875 -0.14717950751195577 0.2966266915402933 0.5092552653128475 0.7369261985365967 not prognostic MAPK1IP1L 0.10581557490577691 -0.1506882579357242 0.36231940774727805 0.4187773060707134 0.6702383305776005 not prognostic CNOT8 0.1370897071825365 -0.16713124840472682 0.4413106627697998 0.3771229997633554 0.6388613466189822 not prognostic ATP5S -0.45690489795241257 -0.6933634859049427 -0.22044630999988243 0.0001523514055872048 0.012629649390946709 favorable THOC2 0.5636260990871138 0.19319690824693758 0.93405528992729 0.0028620283801175823 0.047016036857234336 unfavorable NUDT18 -0.18492839138865919 -0.4959173368563236 0.12606055407900524 0.24382268200051538 0.5112282135715724 not prognostic STRADB 0.06870731335804489 -0.24943881032171863 0.3868534370378084 0.6720933499725688 0.8432247424753935 not prognostic ADAP2 0.02905201043631318 -0.29089605348073516 0.3490000743533615 0.8587471812012901 0.9363492282663683 not prognostic ATHL1 -0.07186802585371788 -0.35948071815377314 0.21574466644633739 0.6243097669835925 0.8137203878008594 not prognostic MYDGF -0.044949995367364125 -0.28417881260475175 0.1942788218700235 0.7126732425576892 0.8645750055039283 not prognostic VPS9D1 -0.1042199474420184 -0.39682663686963787 0.18838674198560107 0.48511762108205725 0.7209923740948968 not prognostic COX19 -0.2561523716464825 -0.47441368129537864 -0.037891061997586406 0.021435657262409487 0.13364445645567696 not prognostic TARS2 -0.16583779235546028 -0.4036803090217732 0.07200472431085261 0.17175003550204856 0.4236027735123528 not prognostic CCND1 -0.05263093818445866 -0.30842059337373007 0.20315871700481272 0.6867425660553275 0.8512261101887507 not prognostic MTERF3 -0.07983436917824906 -0.3627917747256656 0.2031230363691675 0.5802705659753078 0.7866690456052288 not prognostic OSBPL1A 0.13276947666917008 -0.09913432192239091 0.36467327526073107 0.2618123341211068 0.532728597133243 not prognostic MRPS9 -0.05806545489446806 -0.29297889719644876 0.17684798740751262 0.6280593426268681 0.8159940929528879 not prognostic MAN2C1 -0.4737472892105442 -0.8102579420468359 -0.1372366363742526 0.005792860818949893 0.06598407495172823 not prognostic RNASEH2C 0.07749160814729604 -0.14012878419684116 0.2951120004914332 0.48522970659019793 0.7210392635854012 not prognostic CCDC86 0.4460933367658107 0.07793252985336552 0.8142541436782559 0.017556059584084443 0.1188951599518215 not prognostic RSU1 0.10826826164168266 -0.33163532901949055 0.5481718523028559 0.6295340895458599 0.8171985941284737 not prognostic FAM195B 0.04731077492928505 -0.2282492766582065 0.32287082651677657 0.7364898634505985 0.8757861266400863 not prognostic TEX30 0.11993555602532707 -0.10525380097334697 0.3451249130240011 0.29654357493533856 0.570589861679795 not prognostic TBX3 -0.03175955925100478 -0.23706210403191313 0.17354298552990355 0.7617379659952719 0.887306792812343 not prognostic CD99 0.1257955183485392 -0.13159194203676228 0.38318297873384066 0.3381068440501036 0.6074795454105113 not prognostic 43353 0.16835969717296462 -0.08565723692507077 0.422376631271 0.19392914194088595 0.45226559202832817 not prognostic XRCC6 0.4999061917382533 0.11337100888172824 0.8864413745947783 0.011250427214689964 0.09440025759430107 not prognostic HADHB -0.39378544373636665 -0.6531688160737428 -0.13440207139899046 0.0029247435341250606 0.04726575606682611 favorable GLB1L 0.2570904775359492 0.04786523755028993 0.4663157175216085 0.0160247113156855 0.11341441929591484 not prognostic RPS6KB2 -0.011903180452312893 -0.23478005434169336 0.21097369343706757 0.9166331011675087 0.9654842535003183 not prognostic RASGRP2 0.1534494027814828 -0.118257638468407 0.42515644403137265 0.2683327434621638 0.5418094389302553 not prognostic GPR126 0.10288839122217533 -0.1061404724386546 0.31191725488300526 0.33467736715046587 0.6039843717190326 not prognostic SARM1 0.07916674559263502 -0.15949997186451154 0.31783346304978155 0.5156093967780719 0.7407334610645183 not prognostic ATXN10 0.37205275717808106 0.08718266224574206 0.65692285211042 0.01047329086218772 0.09148036398943088 not prognostic UBA2 0.5340593133471301 0.23210270423659318 0.836015922457667 0.0005272529322974438 0.02070392764411848 unfavorable LACE1 -0.34626088073592975 -0.5896730604128946 -0.10284870105896499 0.005301726278944767 0.06303632851977756 not prognostic GCLC -0.25883202981749187 -0.5047469602954955 -0.012917099339488286 0.03912075971018323 0.1849251117662463 not prognostic JAM3 -0.08252455362677656 -0.37284037612387383 0.20779126887032068 0.577435084851815 0.784726216557119 not prognostic WDFY4 -0.12690705744848282 -0.3840483876446077 0.13023427274764207 0.3333932027464793 0.6031257515031783 not prognostic DOK3 0.06763857710795491 -0.19239960913932674 0.32767676335523654 0.6101869842878989 0.8049217725548193 not prognostic IREB2 0.13009400216028835 -0.10025497039839232 0.360442974718969 0.2683253754807836 0.5419167802119232 not prognostic SQRDL -0.21933274252186047 -0.42027075658280105 -0.018394728460919885 0.03240429828183288 0.16568571245987992 not prognostic DSTN 0.15443952111939335 -0.12201660396659708 0.4308956462053838 0.2735539704023922 0.5464365678296782 not prognostic ZMYM6NB -0.5235882343765731 -0.8343918069604201 -0.21278466179272604 0.0009606340601097028 0.026221209573665152 favorable PCBD2 -0.5118814636443144 -0.7953805483679397 -0.22838237892068913 0.0004018285150249176 0.019136014335202588 favorable PAM16 -0.2077727910102454 -0.44344292468422 0.027897342663729174 0.0839964434854911 0.2835671789312224 not prognostic WFS1 0.15669178094305408 -0.03174902870995658 0.3451325905960647 0.10315564920062865 0.31990042511022804 not prognostic TNS1 0.17278485780284392 -0.16723865531589693 0.5128083709215847 0.31926632218127216 0.5919220092128659 not prognostic PTGR2 -0.1661578091894011 -0.39043059801506397 0.05811497963626175 0.14647776244261426 0.38776327828170476 not prognostic TYW3 0.02413508145909624 -0.24915717033441706 0.29742733325260956 0.862581448592352 0.938586741522524 not prognostic SH3BP2 -0.12987893269922662 -0.4454189250291146 0.18566105963066137 0.4198175773801257 0.6708239818462012 not prognostic MT-ATP8 0.0008941517664877864 -0.4083860575349226 0.4101743610678981 0.996583532298378 0.9983677257096765 not prognostic CDKN2C -0.061400857214966666 -0.27750543522123605 0.1547037207913027 0.5776121034114547 0.784609492010735 not prognostic ALDH16A1 0.0772280734541158 -0.13984212004940616 0.2942982669576377 0.4856116188739402 0.7211280185401205 not prognostic SLC35A2 0.14333389292402468 -0.11953044577930524 0.4061982316273546 0.2851943274804532 0.5578642809553196 not prognostic ASAP3 -0.12600620808735305 -0.33892040351255626 0.08690798733785016 0.2460733543959679 0.5145013409404718 not prognostic NEK1 -0.011531748771939724 -0.3978164113176842 0.3747529137738047 0.9533417855676607 0.983212649025143 not prognostic HNRNPA1 0.6593605796859662 0.2183753046380444 1.100345854733888 0.003383783641004477 0.050915991492290896 not prognostic LETM1 -0.12439077411970405 -0.34477488158055736 0.09599333334114925 0.26861534545393173 0.542257765016697 not prognostic PARP2 0.2197197796782287 -0.05588527562055606 0.49532483497701346 0.11816174273247049 0.3456066915007541 not prognostic SMIM8 -0.1467819359350081 -0.5290426503225717 0.2354787784525555 0.4516936287301131 0.6956843382110275 not prognostic NHP2 0.14600838182186704 -0.19416253737756795 0.486179301021302 0.40020396964458294 0.6562318938146431 not prognostic FUBP1 0.16563495860203256 -0.16974190742689485 0.50101182463096 0.3330536811749886 0.6029989095166174 not prognostic DDX60L 0.1679799550804474 -0.07671322093344962 0.41267313109434445 0.17846382953377393 0.43276995282120206 not prognostic CDH5 -0.3946732567085019 -0.7773626700506147 -0.01198384336638908 0.04324459464030811 0.19673214218225535 not prognostic EXOSC8 0.1053236577818232 -0.2443648378329151 0.45501215339656154 0.5549714116641691 0.7689042167485772 not prognostic TMEM134 -0.12984629774047035 -0.41840561601450854 0.15871302053356784 0.37780539021780235 0.6391707593764142 not prognostic SLC15A4 0.2269969515087312 -0.026179041727719482 0.4801729447451819 0.07886690539149878 0.2729398546463427 not prognostic DAP 0.20432900805673607 -0.08783650085443437 0.4964945169679065 0.17046184099549228 0.42182002831195203 not prognostic OGFOD2 -0.45102681134180245 -0.718728920443117 -0.1833247022404879 0.0009594190717827695 0.026268131344560047 favorable MTSS1 -0.15882699299277753 -0.35448485941259555 0.0368308734270405 0.11160552639137943 0.3335127762957343 not prognostic APOBEC3F 0.10135798545479328 -0.08231056601579377 0.2850265369253803 0.2794252321185469 0.5521284712331385 not prognostic DGUOK -0.29184366280721863 -0.5465200791595665 -0.037167246454870795 0.024704048878789152 0.14390068289642113 not prognostic PLEKHO2 0.07795190150619706 -0.15549041066410552 0.31139421367649966 0.5128037256181956 0.7384802566285517 not prognostic SH3BGRL2 -0.32729266012730224 -0.5664958246887158 -0.0880894955658886 0.007323932215443818 0.07417552615935352 not prognostic UXS1 0.46908770486593915 0.10812321301438821 0.8300521967174901 0.010863752287256436 0.09325328305638242 not prognostic TOR1B -0.10038053267613822 -0.35992755447611574 0.1591664891238393 0.44843809794174516 0.6934138671627711 not prognostic DPY30 0.016025911548758688 -0.3187325639631544 0.35078438706067183 0.9252446233640483 0.9701036553435209 not prognostic SMAD2 0.20431121611074293 -0.10318811137971545 0.5118105436012013 0.19282913086067482 0.45099247873448844 not prognostic CEP350 -0.04995521136016574 -0.34343788544238757 0.2435274627220561 0.7386696020265116 0.8763992773579855 not prognostic FUCA2 0.12892079129341158 -0.10559345015529548 0.36343503274211864 0.2812740628618632 0.5537041963065658 not prognostic CPEB2 -0.40777737981207 -0.7468923936630769 -0.06866236596106312 0.01843277449793334 0.12215294602516445 not prognostic SAMSN1 -0.0799407959265818 -0.3982759661073394 0.23839437425417576 0.62258571366654 0.8123010630219372 not prognostic NRBF2 0.17313738022967148 -0.10253811632550527 0.44881287678484827 0.2183411893502888 0.4818360040061956 not prognostic C16orf62 0.03467736430609974 -0.23180539245254594 0.30116012106474543 0.7986846031594339 0.9081309692769128 not prognostic GNPTAB 0.05929644829854251 -0.19624419685521538 0.31483709345230043 0.6492558960967385 0.8294503478530394 not prognostic SRP14 -0.10272174498151652 -0.43559022100070466 0.23014673103767158 0.5452878052536306 0.7617353285123662 not prognostic PXYLP1 0.09296538886123301 -0.18071202200192943 0.36664279972439545 0.5055520400781264 0.7335830494034791 not prognostic VKORC1L1 0.29266972652639567 0.024252156759337895 0.5610872962934534 0.03259381724702182 0.1662748978989096 not prognostic FASTKD3 -0.19321653057997593 -0.48570576279507505 0.09927270163512322 0.19541001571879676 0.45359239583364985 not prognostic DENND3 0.1549366073716278 -0.1630341841516052 0.4729073988948608 0.33956487136431346 0.6081464879625322 not prognostic KLHL5 -0.09200910647177311 -0.38272554550222654 0.19870733255868028 0.5350532129252008 0.7521324250776139 not prognostic LIMS1 0.2489051095055415 -0.07202855590747498 0.569838774918558 0.12849071072068452 0.3610726092537001 not prognostic NRIP2 -0.07638752113462711 -0.35044337424958893 0.19766833198033473 0.5848595413070627 0.7893047140973971 not prognostic TIMM10B -0.17964413609871138 -0.4262585112148452 0.06697023901742244 0.15337274607171003 0.39824425625870646 not prognostic EBNA1BP2 0.36912160109613046 0.03622827570329529 0.7020149264889657 0.02976046143819367 0.15859845908104045 not prognostic PPIC 0.06785902026072553 -0.15553869451045804 0.2912567350319091 0.5516053333837432 0.766732269800443 not prognostic TOR4A 0.019955608766668662 -0.2691253285182762 0.30903654605161357 0.8923757143470578 0.9530525790945018 not prognostic SAMD9L -0.13537815713255316 -0.4077544816125369 0.13699816734743062 0.3299803973519222 0.6007146192541194 not prognostic SNRPF 0.13612820173665974 -0.2838817568268753 0.5561381603001947 0.525273068608842 0.7467084444672852 not prognostic KATNA1 0.17180847173604624 -0.10890811057523891 0.4525250540473314 0.23030745464972063 0.4955401685842223 not prognostic ITGA4 0.07482553465928934 -0.21280110510560832 0.362452174424187 0.6101348475638801 0.8050902417449401 not prognostic TRIM15 -0.00454749805192914 -0.3067113622243649 0.29761636612050657 0.9764681986218333 0.9914175303086044 not prognostic USP35 -0.3853192164768907 -0.7304184707040378 -0.04021996224974367 0.028641199775309996 0.15503304811871246 not prognostic KANK2 -0.1370064583098668 -0.4631257193959912 0.18911280277625758 0.41027860311945374 0.6645964055958874 not prognostic C5AR1 0.1347690793520158 -0.0918319700112688 0.3613701287153004 0.24374700767946056 0.5111892620647014 not prognostic ARHGAP9 0.15816080094428842 -0.08938170882681495 0.4057033107153918 0.2104723575257287 0.47179745040757365 not prognostic ETFB -0.4586054713224563 -0.7340081188883069 -0.1832028237566058 0.0010994134991916037 0.028530576980470804 favorable PRMT1 0.5624935844567686 0.24809318532985747 0.8768939835836796 0.0004539211608471967 0.019921353691494864 unfavorable ADAP1 0.017598308438558287 -0.2510413932022175 0.28623801007933414 0.8978362221749518 0.955237991340742 not prognostic ABCB10 -0.2271647698078566 -0.43840886876024365 -0.015920670855469526 0.03505875836669437 0.17293722515538001 not prognostic TMEM41B -0.08183632862801467 -0.3537389915615859 0.19006633430555658 0.5552555343710375 0.7690598389888457 not prognostic SLC5A6 -0.0057416939858442465 -0.21543480275839494 0.20395141478670642 0.957200804295118 0.9845839614951967 not prognostic EIF3K 0.6563703634183102 0.18679112050379387 1.1259496063328265 0.00615128113089366 0.06782317729666372 not prognostic SH3BGRL3 0.05068801080245475 -0.18230956562605388 0.2836855872309634 0.6698273171832363 0.8419154809408275 not prognostic PHF6 0.3774985254216858 0.0192372973224047 0.735759753520967 0.03890344014360811 0.18438459481509972 not prognostic MXRA7 0.07621629434519425 -0.156031403301968 0.3084639919923565 0.5200958059958019 0.7433617099425949 not prognostic TRIM24 0.2777696673897621 0.0012423045048784997 0.5542970302746457 0.048979605219276266 0.21266460015915636 not prognostic HMGB1 0.025752472415653392 -0.21536994742460594 0.2668748922559127 0.8341914034076334 0.9246645579681245 not prognostic HSPB11 -0.02066741384857326 -0.2937349877849199 0.25240016008777344 0.8820728802062118 0.9475880125373427 not prognostic PDSS2 -0.20562119817067515 -0.4376448000236555 0.02640240368230523 0.08239847122964414 0.2800734673192878 not prognostic C19orf52 -0.17551560994906854 -0.4625649278951143 0.11153370799697723 0.23075540648309853 0.4960271678855177 not prognostic ARL8A -0.10013625922752499 -0.36166491918730354 0.16139240073225353 0.45298538717700976 0.6962365959477713 not prognostic VMP1 -0.01698233788634413 -0.28342489771197615 0.2494602219392879 0.9005846084939999 0.956230313074808 not prognostic THOC5 0.4475249532686597 0.047833891740713674 0.8472160147966057 0.028197551481334994 0.15328031476162246 not prognostic FAM118A 0.19494357608988017 -0.08301906995510988 0.4729062221348702 0.16926114113794866 0.4209430546133484 not prognostic MPLKIP 0.01316065509968601 -0.3106793587836235 0.3370006689829955 0.9365142693176561 0.975295132395135 not prognostic NFKBIA -0.16260871407691188 -0.4928272226631397 0.16760979450931593 0.3344744945150929 0.6041053357663158 not prognostic MYL6B -0.03532985735089005 -0.24512387303114455 0.17446415832936443 0.7413523388781242 0.8784181431942623 not prognostic PPP1R18 0.06404059238923059 -0.178669384174599 0.30675056895306013 0.6050520556010117 0.8038330692678228 not prognostic BOP1 0.24740823416294636 -0.05061098579885062 0.5454274541247434 0.10371290002565206 0.3207397561069647 not prognostic HADHA -0.425362012118565 -0.6889577747829118 -0.16176624945421825 0.0015627278419365106 0.0340416116030598 favorable TGOLN2 0.11561269994369172 -0.1656841117875708 0.39690951167495425 0.42050629965945396 0.6712057230970032 not prognostic IMPDH2 0.292665109559671 0.018985877695892828 0.5663443414234492 0.03608821886313254 0.17559664319653567 not prognostic NENF -0.04902659576585895 -0.26282804998806597 0.16477485845634804 0.6531161828776708 0.830117715119788 not prognostic NDOR1 -0.003174594959420234 -0.23494356941066916 0.22859437949182868 0.9785824883721207 0.9916524072886923 not prognostic CPNE8 -0.23801090315975962 -0.5256832174917369 0.04966141117221759 0.10488651035844747 0.32303024672830416 not prognostic MTURN -0.021631966077766452 -0.2965938671086226 0.2533299349530897 0.8774556286147895 0.9456916146609138 not prognostic SNRNP35 -0.027149136835186764 -0.23561153798782622 0.18131326431745268 0.7985251897108631 0.9081803891617578 not prognostic FAM81B -0.03555523713558453 -0.3712689395995449 0.30015846532837587 0.8355580060794129 0.9244625344079317 not prognostic GATSL2 -0.14218935599818613 -0.4872668367741627 0.20288812477779047 0.41931847826589985 0.6707447446693946 not prognostic SLC20A2 -0.20087916308803846 -0.41768898538945715 0.015930659213380216 0.0693779517454058 0.2560349554726373 not prognostic RNPEPL1 -0.08016170963623061 -0.33272851112261465 0.17240509185015346 0.5338962735938994 0.7516863244985346 not prognostic UBQLN4 0.15485531411176592 -0.1854071486589828 0.4951177768825147 0.37239809659061474 0.6344586410610416 not prognostic EPB41L4B -0.37213438709064345 -0.645645051824024 -0.09862372235726297 0.0076600758898395455 0.07620073271303716 not prognostic PDSS1 -0.12030096964534687 -0.3719797320930838 0.1313777928023901 0.3488350691586293 0.616121596799607 not prognostic DNMT1 0.43061360604958043 0.1793023649158086 0.6819248471833523 0.0007841372004444239 0.024042398478010027 unfavorable UBASH3B 0.30403685023135746 0.04673323110013017 0.5613404693625847 0.020561219634381598 0.1307419029734506 not prognostic ECM1 0.06223059633042034 -0.16749155361163692 0.29195274627247764 0.5954571926690873 0.7971184578298951 not prognostic MRPS15 -0.08803056826152736 -0.32750035412017414 0.15143921759711942 0.47122038001454347 0.7098832344388706 not prognostic GNS 0.13466822005852172 -0.09236408104200619 0.3617005211590496 0.24499700164244853 0.5129696341685784 not prognostic HDAC11 -0.07241234009626867 -0.3527851030464398 0.20796042285390243 0.6127140367870045 0.8058805305353388 not prognostic TPP2 0.08783221173522145 -0.15526830998591745 0.3309327334563604 0.47886146796175877 0.716212282435955 not prognostic RPS27 0.23473449422532003 -0.04255305175451177 0.5120220402051519 0.09707865173960264 0.3091942970560877 not prognostic SH2B1 -0.20483563411486436 -0.4471138778445912 0.03744260961486248 0.09750661164357909 0.3101160547229 not prognostic DDX58 -0.298512331106223 -0.5643261743423622 -0.03269848787008384 0.027731456947732054 0.1518530483504863 not prognostic ADD3 0.12359472093520603 -0.09981869249000201 0.34700813436041406 0.27824363467289953 0.551497733280157 not prognostic UQCRFS1 -0.38830265394882896 -0.6885494423963054 -0.08805586550135253 0.011251832653106902 0.09432364957234653 not prognostic FAM168A 0.14614146612246232 -0.18825145385255287 0.4805343860974775 0.3916808076171099 0.6491518457230627 not prognostic RAB20 -0.027536269788082497 -0.29696497629246277 0.2418924367162978 0.8412357247531089 0.9277634200190422 not prognostic TONSL 0.08933326951137018 -0.25529656991773486 0.4339631089404752 0.6114166489756918 0.805001949746966 not prognostic DNPEP -0.4096327150857958 -0.785651402933669 -0.03361402723792256 0.03274679057913871 0.16677020253414612 not prognostic FUNDC2 0.1505576019348856 -0.08458158604555413 0.3856967899153253 0.20949760088690178 0.4704369251919818 not prognostic GBA2 -0.16618490779163886 -0.40039444502505117 0.06802462944177343 0.1643148236488424 0.41439735665579885 not prognostic APOO -0.3151997975585598 -0.5560729812740375 -0.07432661384308209 0.010324923789842008 0.09071544915648233 not prognostic ISCA1 -0.295274602791952 -0.509705484168806 -0.08084372141509805 0.00695689981398904 0.07175705533945147 not prognostic MSL1 0.10789142137160064 -0.29319531885732897 0.5089781616005302 0.5980367550499597 0.7988992939364801 not prognostic ACTN1 0.12102164921225314 -0.13595170265638504 0.37799500108089135 0.3559835394483699 0.6219985614132036 not prognostic UNC45B 0.18577490478491657 -0.15374092290654354 0.5252907324763767 0.2835201114668577 0.5558037131514729 not prognostic USP6NL -0.2160239165974569 -0.5257569144473153 0.09370908125240152 0.17163128814108203 0.423426542498514 not prognostic CCDC97 0.41539766106907833 0.15322374146891238 0.6775715806692443 0.0018999842199819473 0.03714095790720169 unfavorable ITGA1 0.05295288364349407 -0.22619513443256403 0.3321009017195522 0.7100457335849952 0.8634935415357867 not prognostic LYAR 0.23631944286112627 -0.013357686389256024 0.4859965721115086 0.06358105896380299 0.2441000089635198 not prognostic CPN1 0.07144133077021295 -0.14622928210699124 0.2891119436474171 0.5200445669631781 0.7434071544022568 not prognostic STAMBPL1 -0.15624288537968425 -0.46802270204605423 0.15553693128668575 0.3260008658883783 0.5980913426841497 not prognostic SHROOM2 -0.004526476198521125 -0.21475700258174338 0.20570405018470114 0.9663392545509807 0.9890974443803511 not prognostic MAP7D3 -0.08862384238589383 -0.3683676558437584 0.19111997107197076 0.5346498842040222 0.7521559417471104 not prognostic APOL1 0.11630409147612476 -0.09981924202859181 0.3324274249808413 0.29154868531345784 0.5657207151303398 not prognostic FAM111A 0.12173908486641066 -0.1951317565490266 0.4386099262818479 0.4514490070355631 0.6957863590961261 not prognostic COX18 -0.4833381085895346 -0.7664938585451769 -0.20018235863389222 0.0008210536556070788 0.02450297792883392 favorable TXNDC17 0.032427780920077524 -0.2001484820180702 0.26500404385822524 0.7846418165984194 0.8999357140668266 not prognostic ATG12 -0.05538844308323096 -0.3513293215046691 0.24055243533820717 0.7137474387673831 0.8649405548571172 not prognostic FKBP2 -0.10793126046437451 -0.3806718553024589 0.16480933437370987 0.43797701914434595 0.685286307654549 not prognostic WWC2 -0.05826421896135882 -0.4299260934492104 0.3133976555264928 0.7586476434865639 0.8863594352257871 not prognostic AMBRA1 -0.22777170744247088 -0.5431391835259789 0.08759576864103719 0.15690180679872529 0.40435862874754963 not prognostic POLR2F -0.021635611224766132 -0.4088637772633543 0.365592554813822 0.9127986822481008 0.9633722270620354 not prognostic GPI -0.019369755893246115 -0.22249956262224696 0.18376005083575475 0.8517426557271434 0.9331439056198133 not prognostic ABR 0.13003189496811846 -0.0980336946594198 0.3580974845956567 0.26379084042474177 0.535780261869944 not prognostic PAICS 0.02623662596979577 -0.18617968051170608 0.2386529324512976 0.8087141533861351 0.9126960563804446 not prognostic SURF2 -0.053585413141366445 -0.3618207970536808 0.2546499707709479 0.7333057833292285 0.8750215484668243 not prognostic KDELC2 0.12928402540245726 -0.120519007121343 0.3790870579262575 0.3104075102712903 0.5832273744929406 not prognostic CAMSAP2 0.12993888040533755 -0.15263960925835787 0.412517370069033 0.3674522853698149 0.6304715045833562 not prognostic VTI1B -0.3158594099843849 -0.6615917176552866 0.029872897686516853 0.07335527864823793 0.26449851378883377 not prognostic LGALS9 0.05149544166020197 -0.17013548786028895 0.2731263711806929 0.6488264098171483 0.8292566519761497 not prognostic DSCR3 0.2265217113807581 -0.04271200288416005 0.49575542564567626 0.09914154652364607 0.3126503226580497 not prognostic DACH2 -0.29674969068245427 -0.6115753803108579 0.018075998945949356 0.0646847147115046 0.2467500003460165 not prognostic GNL2 0.0893181338259655 -0.21531817242952084 0.3939544400814518 0.5655256487354468 0.7763187876615233 not prognostic FNBP1L 0.09722017242491428 -0.1799299072613627 0.37437025211119124 0.49175097944445634 0.7241194932510225 not prognostic TMEM30A -0.055691751314374364 -0.39304557010552066 0.2816620674767719 0.7462720167295069 0.88063442279943 not prognostic HTATSF1 0.16245665508312937 -0.13634711497359434 0.4612604251398531 0.2865986032048705 0.5590233757065808 not prognostic BNIP2 -0.13295039232679223 -0.4267806957886192 0.16087991113503475 0.37516960377845876 0.6372402698972759 not prognostic NOP2 0.2843831812503407 -0.038664042689051326 0.6074304051897327 0.08445813580800528 0.2842683044695757 not prognostic TMEM160 -0.2798909167703107 -0.524262452188943 -0.03551938135167848 0.024778111836635412 0.14414453234138846 not prognostic APP 0.053295880227645226 -0.13180043155684484 0.2383921920121353 0.5725199952034328 0.7811294600817333 not prognostic ATPAF1 -0.38406805742488004 -0.6220368363794371 -0.14609927847032306 0.0015600743303445753 0.0340666962916463 favorable YOD1 0.2580445417636866 0.03193462790053378 0.48415445562683934 0.025300758443011124 0.1452967866198067 not prognostic PET117 -0.05405988550532715 -0.36893498543463515 0.26081521442398087 0.7364939534058015 0.8756746832459682 not prognostic RPE 0.009414194239515216 -0.3066655145066245 0.32549390298565495 0.9534490997002483 0.983210065608883 not prognostic COIL 0.16274703415979963 -0.10769057896174528 0.43318464728134454 0.23820331463330513 0.5047655090915931 not prognostic TMEM109 0.3522951658361772 0.1218705794645707 0.5827197522077837 0.0027302608402992347 0.04568976692186738 unfavorable LMF2 -0.05504178749563197 -0.3079348500769319 0.19785127508566794 0.6696829673506679 0.8418522334583726 not prognostic KIFC3 0.08635438911160973 -0.1727790721563264 0.3454878503795459 0.5136633809525808 0.73936145493062 not prognostic RRAS -0.15567164827325528 -0.48383322521600447 0.1724899286694939 0.35249644005555325 0.6194113106609163 not prognostic EPB41L2 0.2282110736050098 -0.01778697284255107 0.47420912005257065 0.06902621848979998 0.2551576111226999 not prognostic TACO1 -0.3566666024823204 -0.5641253071866832 -0.1492078977779576 0.000752762600407937 0.023647310741937756 favorable MECR -0.28297571906309743 -0.507404102701976 -0.05854733542421889 0.013463565843167503 0.1034672145870203 not prognostic NUDCD2 0.009033915692971631 -0.2329558532535608 0.2510236846395041 0.9416716346824051 0.9765766414122059 not prognostic SH3KBP1 -0.022083792144677126 -0.2591214742504079 0.2149538899610536 0.8551107042028026 0.9345466473056264 not prognostic MED20 0.4910721666413311 0.0703653986005664 0.9117789346820957 0.022150442663618944 0.13629753482294185 not prognostic TMEM110 -0.38048385922047884 -0.7540435886392578 -0.006924129801699819 0.04590204308367204 0.20455997597218303 not prognostic NME2 -0.0946208265442524 -0.3756740954234611 0.18643244233495626 0.5093491507386982 0.7365858417967316 not prognostic NARS2 -0.2199809123572644 -0.4620324675383547 0.022070642823825898 0.07487139418621977 0.2669548355831245 not prognostic DNAH5 0.3998017196324581 0.11789395835340832 0.6817094809115078 0.0054422232586562366 0.0637751633962687 not prognostic EGLN1 0.2353073703257126 -0.07425349089135277 0.544868231542778 0.13626816494842245 0.37297734050236203 not prognostic CLSTN3 -0.08653654964564893 -0.3450010854359379 0.17192798614464 0.5116852630355758 0.7380567359364444 not prognostic C12orf45 -0.1374004462702496 -0.42074676729644317 0.14594587475594395 0.34189545155327605 0.6102452108764914 not prognostic SLC2A13 0.1612880956163132 -0.06107116374383889 0.3836473549764653 0.15512550796840555 0.40163061678459655 not prognostic EIF1 -0.11714574769956917 -0.43434310657976916 0.20005161118063083 0.469161432960993 0.7080920952966572 not prognostic RWDD4 -0.10840444367953884 -0.42359515267475123 0.20678626531567357 0.500250263836441 0.7291990576567333 not prognostic PSMB8 -0.20916886680845484 -0.45276698092340184 0.03442924730649219 0.09238477151909258 0.30033437160872767 not prognostic GPLD1 -0.014098573902810259 -0.23991217852861516 0.21171503072299466 0.9026063952574106 0.9571283971028778 not prognostic C1QBP -0.04058046291416179 -0.23362526401894468 0.1524643381906211 0.6803326355050741 0.8480949715506723 not prognostic PPP1R11 -0.11541849586778961 -0.4141760433421089 0.18333905160652963 0.44893630571275367 0.693824744527237 not prognostic HLA-E -0.10937872700085868 -0.3651097515381866 0.14635229753646925 0.40186432673762107 0.6575093781582458 not prognostic ALDH3B1 -0.10258916422772654 -0.3638118230820968 0.15863349462664375 0.44145973005615047 0.6871329908193176 not prognostic PDE8A -0.4411079846418796 -0.81699520128016 -0.06522076800359927 0.02144593447789773 0.1336154846072501 not prognostic RDX -0.16673267318325735 -0.4035251015332931 0.07005975516677837 0.1675652128652488 0.4181191055692789 not prognostic RNF185 -0.3338328100234941 -0.5923917752828727 -0.07527384476411547 0.01138789617741051 0.09510805454883983 not prognostic NUDT5 -0.15715540987272403 -0.3917684500928946 0.07745763034744654 0.189223135670949 0.44617190773294874 not prognostic AK1 0.026944248591813273 -0.21404222913251408 0.2679307263161406 0.8265410567685122 0.9201718579020753 not prognostic NUDT9 -0.22948709888387417 -0.4827124270017529 0.02373822923400451 0.07569499973211409 0.2686077418159403 not prognostic OCIAD1 -0.13306232191074524 -0.4004193380917863 0.13429469427029583 0.32932975339094844 0.6002624759994222 not prognostic LETMD1 -0.287287035537971 -0.5161387365017582 -0.05843533457418379 0.013877291722304945 0.10475834130674214 not prognostic TECPR2 -0.19594639576930042 -0.4768035120152174 0.0849107204766166 0.1714956592798918 0.4235587965607921 not prognostic GPN3 0.24968846378907017 -0.09131808233435118 0.5906950099124915 0.15125701437041705 0.3943517908148934 not prognostic FAAH2 0.004548588918362762 -0.31721089828542476 0.32630807612215024 0.9778956414874654 0.991854500763258 not prognostic ORMDL3 -0.4781327503259793 -0.8050412663856019 -0.15122423426635662 0.0041487891317892045 0.056622117525775534 not prognostic DDX52 0.3076079814725227 -0.015654938312338273 0.6308709012573837 0.06217480514001933 0.24128783286458305 not prognostic VAPB -0.05749495621278358 -0.3069195758168938 0.19192966339132658 0.6514188458150175 0.8303178995703092 not prognostic SLC19A1 0.09437358755854676 -0.170812500695335 0.3595596758124285 0.4854863154740551 0.7210615432049129 not prognostic SERPINB1 0.21730412591215184 0.006640303825595217 0.42796794799870846 0.043202834121796395 0.1967421026919853 not prognostic TSTA3 -0.11867331782443234 -0.3204145371005343 0.0830679014516696 0.24893520067378877 0.518065283968487 not prognostic PTPN18 -0.41147653890013064 -0.7643005760368324 -0.0586525017634289 0.02226695493903833 0.13645177793922666 not prognostic MAL2 -0.017302241628213626 -0.22716523675924558 0.19256075350281834 0.8716286986613803 0.943500391623182 not prognostic APOL6 -0.3596975582556116 -0.5944949279835557 -0.12490018852766752 0.0026771518868821224 0.0453949637182872 favorable MRPS7 -0.1208748054234233 -0.3705217108660879 0.12877210001924133 0.3426300814353104 0.6109474445509527 not prognostic PLXNB1 -0.32083536261469436 -0.6387391263921837 -0.0029315988372050628 0.047924409110482194 0.20981282873650223 not prognostic RHOD -0.20262807265343635 -0.5054140355134273 0.10015789020655469 0.1896443677700155 0.44669456054852635 not prognostic TMEM126A -0.510669786902095 -0.8137237961823258 -0.20761577762186412 0.000957611245829767 0.026299059766607066 favorable RANBP1 0.333753682554412 0.07339904099732952 0.5941083241114945 0.011987367576655592 0.09703698183887659 not prognostic NT5C3B -0.1063868492288843 -0.3880560437284347 0.1752823452706661 0.4591294212501118 0.7019442808149335 not prognostic RAB11FIP3 -0.2857753183835299 -0.586882061387722 0.015331424620662282 0.0628616651819569 0.24248189934255068 not prognostic HAUS7 0.36195350142433624 0.03660983365097886 0.6872971691976937 0.02921951775122457 0.15674196670264443 not prognostic ING5 0.09829250377355142 -0.16208621740380796 0.3586712249509108 0.4593710418014152 0.7021937745002681 not prognostic DCUN1D5 0.2692742241457179 -0.012387327694892702 0.5509357759863285 0.060962712985890656 0.23928065294286674 not prognostic BSCL2 -0.09598164238722938 -0.3366168086091634 0.1446535238347046 0.4343516884973426 0.6825962203118674 not prognostic TRPV2 0.06666439524261827 -0.16192473578995853 0.2952535262751951 0.5675981344624471 0.7782092033449142 not prognostic HSPD1 -0.23556334523542644 -0.4564477628827396 -0.01467892758811326 0.03659859243398428 0.17721319527391088 not prognostic SLC35A4 -0.29229658786147134 -0.5710574801834059 -0.013535695539536874 0.03986613394525239 0.18726206569351764 not prognostic SH3PXD2B 0.3855453042235838 0.07594110779589358 0.695149500651274 0.014658308892779044 0.1079242101291536 not prognostic PSD4 -0.3183609425000336 -0.7034795674692222 0.06675768246915498 0.10518553805197749 0.32383979442206134 not prognostic TEF 0.12247696797054407 -0.1414602953606216 0.38641423130170977 0.36308724701257244 0.6271889103807758 not prognostic SLC25A32 -0.01665721268692844 -0.24333110134537086 0.210016675971514 0.8854778364034609 0.9493094323218998 not prognostic ZYX 0.20511546739125677 -0.07700313911214404 0.48723407389465756 0.15415728871793682 0.39970176828603776 not prognostic FERMT2 0.0022909352828647 -0.3259693168343563 0.33055118740008577 0.9890863723689374 0.9963197898086292 not prognostic RAB42 0.35325620961400267 0.0817160048363334 0.624796414391672 0.010778901982356131 0.0929706256724802 not prognostic CALCOCO2 -0.03253126457769129 -0.2663551886821333 0.20129265952675074 0.7850959244243005 0.9001106174120582 not prognostic PCYOX1L 0.12660239763569175 -0.10807286631775262 0.3612776615891361 0.29034750894420336 0.56461365064671 not prognostic RNFT1 0.019660067919231063 -0.2315254412774709 0.27084557711593304 0.8780791783354627 0.9457943796483876 not prognostic IPO5 0.27447276571056956 0.07919239644541817 0.4697531349757209 0.005872951666869892 0.06664199781176951 not prognostic TTC9C 0.03917048501622238 -0.2697490550751525 0.3480900251075973 0.8037319579055285 0.9107470217856217 not prognostic MOB3A 0.17300665327241818 -0.08379122678789871 0.42980453333273505 0.18668735464746775 0.44417004681338795 not prognostic RAB31 0.23724099209067867 -0.001170333878017682 0.475652318059375 0.05113528100499219 0.2181106102132897 not prognostic LRRC58 -0.08320701624320254 -0.3447691387994162 0.1783551063130111 0.5329590872850178 0.7515487019156977 not prognostic GFPT1 0.12536067363198775 -0.08028547282948179 0.3310068200934573 0.23217204140259212 0.49763856516097854 not prognostic TMEM129 -0.15775484833885298 -0.45590083906204937 0.1403911423843434 0.2997101774659097 0.5729885156635255 not prognostic SERINC3 0.3384543595021479 0.03274551500706496 0.6441632039972309 0.030014240571911707 0.15919282928929238 not prognostic GPR39 -0.2844323264229344 -0.519754956353223 -0.04910969649264588 0.017836703182726774 0.1198888915878024 not prognostic CECR5 -0.15899484317519946 -0.38001724363073935 0.06202755728034043 0.15856295433401585 0.40699946391985203 not prognostic MOCS1 -0.1751789012955588 -0.38047367042847885 0.030115867837361254 0.09443648267968097 0.3033691530072421 not prognostic YIPF6 -0.156241868561262 -0.5182866535430031 0.2058029164204791 0.39764744103383254 0.6540763438500647 not prognostic DNAJC2 0.21679872672122288 -0.20545732752378928 0.639054780966235 0.3142696531887503 0.5866672654292914 not prognostic H2AFY 0.2337479388764579 -0.08516629683862131 0.5526621745915371 0.15084474372516649 0.3936208075113423 not prognostic LDHA 0.1761703473903549 -0.04711726207687214 0.3994579568575819 0.12201277548792361 0.35000973372104455 not prognostic FAM213B 0.12238693144396144 -0.11701741160694394 0.3617912744948668 0.31636210065679116 0.5882429672233128 not prognostic NABP2 0.3622843308383906 -0.017476597782811687 0.742045259459593 0.061516258247855546 0.23998041834119857 not prognostic STK10 -0.07977639519143744 -0.35113096237779334 0.1915781719949185 0.5644691466865095 0.7764160808548656 not prognostic CLMN -0.22207759188806012 -0.4439994640025464 -0.00015571977357378697 0.04983945961575537 0.21462851464158628 not prognostic ABI3 -0.15887491939032716 -0.47846653152193325 0.16071669274127892 0.32989050103889084 0.6007952920669629 not prognostic TIGAR 0.07725126878861856 -0.2029314472226577 0.3574339847998948 0.5889237551688784 0.7920436202534127 not prognostic ALYREF 0.2703673209126753 -0.09170261761939297 0.6324372594447436 0.1433148636957715 0.3827857919654661 not prognostic MARVELD3 -0.1583665475438257 -0.41041898850513503 0.0936858934174836 0.21815052625959908 0.48153394023722645 not prognostic SF3B5 0.4436526913189569 0.0713638880515371 0.8159414945863768 0.01950851620140734 0.12638187087641092 not prognostic MAN2A1 -0.09399116213919201 -0.35497971888897256 0.16699739461058855 0.48028018539429673 0.7171361740885822 not prognostic SERPING1 -0.02227808860110506 -0.25793944973239274 0.2133832725301826 0.8530063811979252 0.9339569684315793 not prognostic PPA2 -0.3338996486963421 -0.5952072412076433 -0.07259205618504083 0.012264262055650663 0.09830075038875594 not prognostic KDM3A 0.09060183536020523 -0.18832128899288642 0.36952495971329685 0.5243530191070687 0.7462299443753913 not prognostic B4GALT1 0.07175226638475149 -0.18067217994132442 0.3241767127108274 0.5774423301556079 0.7846169649238363 not prognostic BAK1 0.18637857591166054 -0.04502049960756077 0.41777765143088186 0.11441919017344442 0.33965351777945885 not prognostic MRPS31 -0.1690958299779334 -0.3962505152768643 0.0580588553209975 0.14456141114061746 0.3849667798756538 not prognostic ARF4 -0.02210363669074011 -0.30416978887983775 0.2599625154983575 0.8779336050188639 0.9458651703650888 not prognostic HNRNPUL1 0.2886055754032577 -0.00802495795945496 0.5852361087659703 0.05652839942508832 0.2293152514965182 not prognostic CDR2 -0.01770485685531812 -0.37597088290131553 0.34056116919067925 0.9228392716018237 0.969170674328578 not prognostic EZR 0.031475788428867606 -0.20534660546221542 0.2682981823199506 0.7944807920284215 0.9055361592654944 not prognostic CRB3 -0.039669905389640915 -0.34049145646071294 0.26115164568143107 0.7960487150127837 0.9064001202479274 not prognostic PTPN21 0.016909200311338055 -0.42475803845144455 0.4585764390741207 0.9401852028223457 0.9769589276773981 not prognostic RNMTL1 -0.03607172974367402 -0.27996299643502964 0.20781953694768163 0.7719077579650937 0.8934570338799591 not prognostic RRAS2 0.025023970364311532 -0.18682113908081946 0.23686907980944252 0.8169119463420735 0.9158292831956654 not prognostic RNASEH2B 0.32786790919244524 0.08796667138651906 0.5677691469983714 0.00739215998061881 0.07436180708593282 not prognostic USP36 0.30169659641094043 -0.022958969826165188 0.626352162648046 0.06855224442523383 0.25435070217120537 not prognostic SCYL3 -0.04758667387864219 -0.3409159754397464 0.24574262768246202 0.7505122216527578 0.8836580642368675 not prognostic MPP1 -0.002906280190462361 -0.25689803532978694 0.25108547494886224 0.982107558293806 0.9932010583310116 not prognostic LILRB4 -0.0227311381914953 -0.3782533389273848 0.33279106254439417 0.9002742941952746 0.9561276104306398 not prognostic SESTD1 0.2490712041925239 -0.02786265380225919 0.526005062187307 0.07793935434417462 0.27172548264929725 not prognostic TMEM260 -0.17584687789337736 -0.47942909974824943 0.1277353439614947 0.256254262845546 0.5256000951331439 not prognostic OCLN -0.15810626017082768 -0.3712246421937797 0.05501212185212437 0.14593531622228378 0.38667028296481404 not prognostic LIMCH1 0.09171827717326447 -0.15277811996822394 0.3362146743147529 0.46219087921480584 0.7033817680792379 not prognostic FMR1 -0.038769238068095194 -0.34767518729371294 0.2701367111575226 0.805693642597005 0.9115853888753932 not prognostic WDR19 -0.054104856971120406 -0.3199140598328068 0.211704345890566 0.6899328473741404 0.8532903415583201 not prognostic HMOX2 -0.012728338774020506 -0.22040469411511932 0.19494801656707827 0.9043842682736924 0.9578791380402659 not prognostic SPTLC3 0.14149265094106225 -0.09147095631742894 0.3744562581995534 0.233888164434217 0.49988081551194674 not prognostic CD47 0.20203643447585076 -0.041839989029225616 0.44591285798092717 0.10443811194174585 0.3223145178264221 not prognostic GTF2I 0.4107298483819302 0.09058510200661907 0.7308745947572414 0.011918890080942178 0.096920820067825 not prognostic RELL1 0.3002683963220675 -0.046696762699246885 0.6472335553433819 0.08985186284596303 0.2948840645380891 not prognostic SESN2 -0.2349098340459242 -0.5207390805944938 0.05091941250264537 0.10722250950228174 0.3274089793908351 not prognostic LMNB2 0.10320400586936541 -0.17434841906792753 0.38075643080665833 0.4661329888710596 0.7057819464506336 not prognostic LEMD2 0.3813015564377027 0.08155283204744601 0.6810502808279594 0.012659299667626162 0.09976999113050795 not prognostic RREB1 0.152035547457073 -0.1841606444999256 0.4882317394140716 0.37543423702345813 0.6375688019861572 not prognostic ADCK3 -0.3081860625955276 -0.5325737166815869 -0.08379840850946829 0.007104201315067228 0.07269018785576788 not prognostic FAM84B -0.38759816460856533 -0.6358038334584972 -0.13939249575863338 0.0022083403518993005 0.04059809275267851 favorable PANX1 0.10189923712095081 -0.134325980916041 0.33812445515794265 0.3978543829625284 0.6541763619216744 not prognostic AGAP2 0.07300048419265218 -0.21623141365529072 0.36223238204059505 0.6208233738478133 0.8111838391797245 not prognostic COX11 -0.09453375549715234 -0.3116784489512856 0.12261093795698089 0.39351034958052056 0.6503780985405945 not prognostic CDKN1B -0.12884342779185928 -0.40861643778123313 0.1509295821975146 0.36672805630147787 0.6303160468548918 not prognostic UNC119 0.11441149613890761 -0.17331073989209467 0.4021337321699099 0.43576110954237723 0.6832520514418395 not prognostic SLC38A10 -0.1860350751638275 -0.41132554986325087 0.0392553995355959 0.10556500551157039 0.32445022119639194 not prognostic POR -0.2321007505252852 -0.4705777580903232 0.0063762570397528084 0.05644815734293334 0.22930143044069065 not prognostic RSL1D1 0.3548543863859292 0.007847104390557413 0.701861668381301 0.045039438899865385 0.2021243591330801 not prognostic SURF1 -0.39290528447896245 -0.6204608086510558 -0.16534976030686907 0.0007140106501952024 0.023245590367991446 favorable SLC43A1 -0.3522941048627246 -0.6106782716828845 -0.09390993804256481 0.007533000894654196 0.07535525922887042 not prognostic MFSD9 -0.29346632230202346 -0.6379398203902279 0.05100717578618097 0.09496952678702407 0.30431717012320203 not prognostic PLD1 -0.017376781445411008 -0.241494956647279 0.206741393756457 0.8792154302309709 0.9464489295248145 not prognostic ATP11A 0.23065696931611596 0.059013922620527015 0.4023000160117049 0.008442666576115747 0.08032645468221497 not prognostic GFM2 -0.31950610461858264 -0.5598935046099356 -0.07911870462722964 0.009186167708528746 0.08478738092212151 not prognostic C2CD2 -0.07180726217936119 -0.3317616143543203 0.18814708999559793 0.5882309490834567 0.7915875074619252 not prognostic MRPS12 -0.09479544409973767 -0.36627851280319224 0.1766876246037169 0.49373972104854036 0.7254967540698476 not prognostic RNF213 -0.33621301767065054 -0.6299495156892825 -0.04247651965201854 0.02487170173922638 0.1441270845768892 not prognostic TYSND1 -0.051681452830621935 -0.27974173678708425 0.1763788311258404 0.6569315678199932 0.8327209863644909 not prognostic CCDC117 0.043647031337962126 -0.23825532421739645 0.3255493868933207 0.7615379191949319 0.8874201471498405 not prognostic KNOP1 0.2151453013934849 -0.11664636261013131 0.5469369653971011 0.20376099178402945 0.4636015652966749 not prognostic SMYD4 -0.03645788650180586 -0.40256350952194064 0.3296477365183289 0.8452527861826292 0.9297884500175795 not prognostic MEX3C 0.47900429745427175 0.08714789668496603 0.8708606982235775 0.016581642187524066 0.11490359327004873 not prognostic MTO1 -0.1885237812068877 -0.3704113370501587 -0.00663622536361666 0.04220694512633 0.19428214895425833 not prognostic IGSF6 0.017023850956600712 -0.3453885829711192 0.3794362848843206 0.926645006310819 0.9713444258869878 not prognostic PLEKHA2 0.11965809933693931 -0.12525578257196507 0.3645719812458437 0.3382726724318075 0.6074118002972267 not prognostic C16orf13 -0.629020413575123 -1.016879879621662 -0.2411609475285838 0.0014797860848178336 0.033797257187178735 favorable SUZ12 0.5594548238190705 0.19273062873261548 0.9261790189055256 0.0027896259835663646 0.04616547399421379 unfavorable NDUFA5 -0.2843409604721633 -0.5889491374146167 0.020267216470290117 0.06731619903715792 0.25248509844142225 not prognostic C5orf22 0.1833510402432887 -0.1308095857667153 0.4975116662532927 0.2526742269440036 0.5216030329328255 not prognostic UBN2 0.15187883365954166 -0.2857101959964702 0.5894678633155535 0.49633589660707766 0.7274014212347629 not prognostic NTPCR -0.12745031292037065 -0.38630690322841477 0.1314062773876735 0.3345420767594565 0.6041055290898375 not prognostic NOM1 0.0684270399170657 -0.25576914544751395 0.3926232252816454 0.679106090629235 0.8476281652591023 not prognostic ADCY6 -0.3727143517128819 -0.7818445992629686 0.03641589583720467 0.07417840991211601 0.26554150497527973 not prognostic RTFDC1 0.24953221860852542 -0.07895122669685639 0.5780156639139072 0.13651758439023381 0.37320364367809566 not prognostic PRKACB -0.025360254737043637 -0.2197472287342605 0.1690267192601732 0.7981807604413298 0.9079039954556252 not prognostic MORF4L2 0.2770153996199449 -0.08439116758406118 0.638421966823951 0.13302027686034051 0.36859502900978913 not prognostic CEBPD -0.5314366282896712 -0.9564069190659834 -0.10646633751335899 0.014246510458766853 0.10611398347532416 not prognostic BCL7A 0.29823158646617254 -0.02139504321597452 0.6178582161483196 0.06743426931009584 0.25261046574614565 not prognostic METTL9 0.14045211252536244 -0.19115100362795223 0.4720552286786771 0.4064526930765421 0.6618717644805895 not prognostic BCL2L13 -0.34846724017547964 -0.6271020228385362 -0.06983245751242306 0.01423898169304694 0.10614621406981621 not prognostic MON1A -0.4943835752759553 -0.9438478829008585 -0.044919267651052086 0.03109600983913055 0.1623338636091754 not prognostic B4GALT4 0.09978847877066471 -0.18536507473346675 0.3849420322747962 0.4927872234858406 0.7250491391731686 not prognostic TOM1L1 -0.2336297211841052 -0.4718243149866479 0.004564872618437493 0.05455515415767218 0.2253956138318593 not prognostic NOLC1 0.03511545949886498 -0.22009051989882178 0.2903214388965517 0.7874031700774765 0.90125550776063 not prognostic CBX1 0.3397360495164878 0.01845790430159061 0.661014194731385 0.038212612331203065 0.18168747647438185 not prognostic TPRA1 0.08885539969749627 -0.20788156057054852 0.3855923599655411 0.557274352672972 0.7707828332274244 not prognostic GMFB -0.14289525028827718 -0.4808882588273997 0.19509775825084538 0.4073164906031105 0.6620741721804009 not prognostic FKBP5 0.052690958220260056 -0.15433011024098858 0.2597120266815087 0.6178853311974413 0.8092345480120965 not prognostic DAAM1 -0.1999016062855578 -0.46181247854103924 0.06200926596992362 0.13467227804701387 0.3708769318224901 not prognostic SCAMP2 0.2753983001052264 -0.07148765750370883 0.6222842577141616 0.11969698789193887 0.3471484070607479 not prognostic APBB1 -0.0773103599052947 -0.38178116657937744 0.22716044676878808 0.618717733772151 0.8097324763137067 not prognostic KDM2B 0.12730826334608883 -0.14528781159466045 0.39990433828683813 0.3600102401754285 0.6241618280965552 not prognostic TMEM168 0.2924875107328585 0.02520168049878574 0.5597733409669312 0.0319717327107393 0.16460202585350717 not prognostic FPGS -0.13496718612431804 -0.38609630702339104 0.11616193477475492 0.2921733785635333 0.5661965927011502 not prognostic TMEM19 -0.11507046156508312 -0.343645683636136 0.11350476050596976 0.32379232868596813 0.5970983972658027 not prognostic KCTD3 -0.0453059103080307 -0.3077520974382517 0.21714027682219028 0.7351015011903866 0.8755306292613452 not prognostic AP1G2 0.05482627136318074 -0.1410850335409632 0.2507375762673247 0.583348045731734 0.7884533595163368 not prognostic RBPMS -0.03364847939288228 -0.25720285532442433 0.18990589653865975 0.7679895507558533 0.8914573379900368 not prognostic PITRM1 0.18455338460218224 -0.07975658826167864 0.4488633574660431 0.1711440371559802 0.4229236998778611 not prognostic QIL1 -0.27773713563577446 -0.516488127711104 -0.03898614356044494 0.022607062211309863 0.13768777413459674 not prognostic NDUFS1 -0.27769346278618745 -0.5754071105974118 0.020020185025036885 0.06752503658988691 0.25252784151598057 not prognostic HDHD2 -0.3490230683403577 -0.6673228089607562 -0.030723327719959115 0.03162282098764586 0.16365266838288633 not prognostic BCL2L11 -0.1539988578524899 -0.469393475396523 0.16139575969154318 0.3385679494550484 0.6076982460848132 not prognostic LRRC32 -0.028986628765280534 -0.30171423552994303 0.243740977999382 0.8349844601937227 0.924627813495906 not prognostic CIRBP -0.11862660195839993 -0.3415373819704421 0.10428417805364222 0.2969318294858936 0.5707236301818818 not prognostic PHF5A 0.3933225996122776 -0.012966000795053612 0.7996112000196088 0.057773172911163545 0.23153232635346788 not prognostic RAD1 0.242595680410721 -0.09411196845219466 0.5793033292736367 0.15790834328351777 0.4060176328022213 not prognostic B3GALTL 0.13689013396059882 -0.10851360736965071 0.38229387529084835 0.27426242125506894 0.5473632317201588 not prognostic MRPL21 0.016092219566026238 -0.2715425876254479 0.3037270267575004 0.9126841590283659 0.9633649228697194 not prognostic CAPRIN1 0.3933086516208351 -0.024683843953678675 0.8113011471953488 0.0651508506582458 0.24778911042619994 not prognostic ZNF316 0.05951830509950328 -0.21993594433571156 0.33897255453471814 0.676360913581028 0.8464438439042414 not prognostic CEP85 0.14880082849877796 -0.14427766514212387 0.4418793221396798 0.31968455144686536 0.5924520366598603 not prognostic MLEC -0.11653124975909325 -0.4032392741732808 0.17017677465509434 0.4256723536913034 0.6746405704723383 not prognostic SYNPO -0.4389659342429105 -0.6773012051310501 -0.20063066335477095 0.00030636003049455354 0.01672464239644962 favorable ATF7 0.1750087546773892 -0.1301566980909638 0.4801742074457422 0.26100623194705036 0.5318135627268871 not prognostic KAT6A 0.252176236770802 -0.08078035168112119 0.5851328252227251 0.13769042719544308 0.3749216528834555 not prognostic AMFR -0.4619982085399297 -0.740244067611515 -0.1837523494683444 0.0011366591220430397 0.028828637732723327 favorable SLC44A2 -0.1490201055726845 -0.4471590428532276 0.14911883170785864 0.327255221556473 0.5984305552686077 not prognostic TMEM186 -0.3546447637378933 -0.601998048016398 -0.10729147945938852 0.004952393164539869 0.06090491209083166 not prognostic MFSD3 -0.13901653388723934 -0.4155225412527829 0.1374894734783042 0.3244305063602105 0.5971682408394252 not prognostic NCOA6 0.16847206226401204 -0.2629974182228041 0.5999415427508282 0.4440990212979409 0.6892041146958684 not prognostic USP38 -0.13072783392196247 -0.5002423201635902 0.23878665231966517 0.4880577107793157 0.7227225743644085 not prognostic COX14 -0.1590409929329781 -0.3958911121864376 0.0778091263204814 0.18814589892353845 0.44527365399482943 not prognostic PGAP2 0.06838462549761566 -0.28911190948743176 0.42588116048266306 0.7077224563076425 0.862777662217092 not prognostic TMUB1 -0.2037287330011358 -0.5030621238857707 0.09560465788349903 0.1822145471472473 0.4380684319573859 not prognostic RFNG -0.10703385377618743 -0.3916408937763213 0.17757318622394644 0.46106442493012956 0.7026229440679915 not prognostic RUVBL1 0.5623992992892796 0.1346624948183311 0.9901361037602281 0.009965883215510434 0.08931386629475967 not prognostic ERBB3 0.013335467499913982 -0.20376723425319565 0.23043816925302363 0.904174060290964 0.9577698014416707 not prognostic UQCRC2 -0.3811666868726011 -0.6389937462954346 -0.12333962744976756 0.0037606103512846122 0.05378393686110405 not prognostic MAD2L1BP 0.17454364231469371 -0.15924362517574153 0.508330909805129 0.30540941013973577 0.5793072985129352 not prognostic ZBTB33 -0.01722563754947862 -0.24634814350855738 0.21189686840960015 0.8828542946590703 0.9479724754236815 not prognostic NCAPH2 0.20946842351580616 -0.20678633673399652 0.6257231837656089 0.3239876923491556 0.5969668264255998 not prognostic MYO1A 0.35551477784168256 0.0913830169865627 0.6196465386968024 0.008338115029087293 0.07975549557202835 not prognostic ALG2 0.06783025950684579 -0.19943617372047673 0.3350966927341683 0.6188897485112461 0.8098392163725792 not prognostic TMED4 -0.19590625679043894 -0.4921060211786946 0.10029350759781674 0.1948658084475478 0.45303390886286565 not prognostic RIPK4 -0.19194415357447772 -0.5166929275117387 0.1328046203627832 0.24668244071891973 0.5150531463984348 not prognostic COL5A3 0.023236946324431875 -0.20985150502123773 0.2563253976701015 0.8450862159412916 0.9298337091461698 not prognostic SOX13 0.3213687734836275 -0.036876170466242975 0.679613717433498 0.07871112969775976 0.2728225877599857 not prognostic MB21D1 0.21887242875475743 -0.05403492428781459 0.49177978179732945 0.11597458657156884 0.34268002428226263 not prognostic FRY 0.015106924293535894 -0.24778929612952932 0.2780031447166011 0.9103268365145493 0.962010879050373 not prognostic BAZ1A 0.40420018839879873 0.1126333285992075 0.69576704819839 0.006585568474472087 0.07002445908782494 not prognostic CPE -0.09809344206161773 -0.3799835164024389 0.1837966322792034 0.49521521213816344 0.7264725207722394 not prognostic POMP -0.29449776821295337 -0.5525698738670957 -0.036425662558811134 0.025312254699502212 0.1452696258491303 not prognostic MLXIP -0.033147761735732965 -0.4111495980149873 0.34485407454352135 0.8635371456909455 0.9389419559595622 not prognostic TFG -0.4623656321991099 -0.7576445841062873 -0.16708668029193252 0.002147549636795042 0.03972523119468185 favorable SEC22B -0.372767557265047 -0.7099300270307933 -0.035605087499300636 0.030239396719695295 0.16010249487370312 not prognostic BCL2L12 0.31615119510128165 -0.06755017056964518 0.6998525607722085 0.10632917956888654 0.3257923150856404 not prognostic PDHB -0.3733409605097171 -0.614141987754914 -0.1325399332645202 0.0023755956343769684 0.04195011383545759 favorable KIF3B -0.020818515186425315 -0.33348623594671173 0.2918492055738611 0.8961698359358071 0.9545994694983083 not prognostic LENG9 -0.03903638865241578 -0.35656545297699993 0.2784926756721684 0.8095907257197281 0.9129948063192752 not prognostic SYNJ2BP -0.3157971047095297 -0.5858884818635237 -0.04570572755553565 0.021926692987949737 0.1352926825093825 not prognostic ISPD -0.14028208530587477 -0.3851553910656992 0.10459122045394967 0.26151535509314366 0.5323662969870203 not prognostic SRFBP1 0.20059155987934077 -0.12003778461188183 0.5212209043705633 0.2201274921063652 0.48434540103914664 not prognostic WIPI1 0.07814057146570302 -0.14194745900052336 0.2982286019319294 0.4865101097228379 0.7217439954181554 not prognostic GGCT 0.021263548966875316 -0.24523255016575463 0.28775964809950527 0.8757301583047317 0.9450834266275631 not prognostic RYBP 0.2598088748204039 -0.028410744408089383 0.5480284940488971 0.07726776578076186 0.2704371802326665 not prognostic PPAN 0.359820112963224 0.03505122724439247 0.6845889986820556 0.029893669881244252 0.15892994444583122 not prognostic RIPK2 0.15964375240434156 -0.0862990862565515 0.40558659106523465 0.20329119851507496 0.4634749427821406 not prognostic ULK1 0.013595853184041898 -0.39635733570732856 0.42354904207541233 0.9481731742456336 0.9802533982703415 not prognostic CDC42EP1 0.1372771089957437 -0.1487167460314885 0.42327096402297587 0.3468160159791035 0.6148601566457255 not prognostic HFE 0.11081354144485846 -0.16564821210273278 0.38727529499244967 0.4320972081090275 0.6807260785148906 not prognostic PEX2 -0.31873610538933145 -0.5692059892562082 -0.0682662215224546 0.012625658205447634 0.09968035089362669 not prognostic ECE2 0.16887554762867393 -0.0672606942805119 0.40501178953785977 0.16100760745754636 0.40998325073020836 not prognostic HSPA9 -0.2683839773141134 -0.5028265990011833 -0.03394135562704345 0.024850606337701912 0.1441914961383313 not prognostic C1orf174 -0.035818005763702476 -0.3152101120231371 0.24357410049573214 0.8016077287458562 0.910183131954553 not prognostic ATP2B4 0.17220484286448984 -0.06490249789387192 0.4093121836228516 0.15459982618219983 0.4005012279540611 not prognostic VIM -0.01749255730440612 -0.2862254123985057 0.2512402977896934 0.898481816934133 0.9552437604810939 not prognostic TPM3 -0.09651579842680298 -0.3411863704349001 0.14815477358129409 0.43943255831260375 0.6862444958263983 not prognostic TBPL1 -0.13364701352274846 -0.564053256639809 0.296759229594312 0.542792541112457 0.7593158782155981 not prognostic ARPC1B 0.11942276218598401 -0.16689885770376295 0.405744382075731 0.41364995451698094 0.6666801157138668 not prognostic EXTL3 0.2174612317330941 -0.09331849999981115 0.5282409634659994 0.17023740738846652 0.42184763585633567 not prognostic MRPL18 0.03813418091225159 -0.26241474173259194 0.3386831035570951 0.8036054504727334 0.9109495566070375 not prognostic ERI3 -0.31213502997475 -0.6056067153289393 -0.018663344620560796 0.03710489957853542 0.17889077325074185 not prognostic NGRN -0.1913902330613707 -0.4781419670784155 0.09536150095567408 0.19081808180455181 0.44816219475240093 not prognostic UROS -0.05568955266995794 -0.3349473721618084 0.22356826682189251 0.6959038820073062 0.8565338817172687 not prognostic MBP -0.027002855460106428 -0.30535797679027304 0.25135226587006015 0.8492045457867556 0.931959830648299 not prognostic DNAJC3 0.19411225839325336 -0.04299791813676904 0.4312224349232757 0.10859482148441342 0.3297996732530371 not prognostic RNF141 0.09263546984375327 -0.2797306096285833 0.46500154931608983 0.6258398846059721 0.8145289267156953 not prognostic TMEM33 -0.03214620660702949 -0.26933959136360097 0.205047178149542 0.7905250606821299 0.9028665478105765 not prognostic BAP18 0.12521054449579003 -0.06095639435937181 0.31137748335095183 0.1874314943102831 0.4449944758843714 not prognostic FIS1 -0.2908860257747696 -0.5082041564450411 -0.07356789510449802 0.008704082909900266 0.08202910978140746 not prognostic FITM2 0.04467522321584628 -0.1451595083434999 0.23450995477519243 0.6446171421182747 0.8271832124673805 not prognostic MRPL30 0.06701308650923563 -0.2247036573434444 0.35872983036191564 0.6525356933836015 0.8302049258012483 not prognostic P4HTM -0.15032365535533873 -0.3394163462852423 0.03876903557456482 0.11920499633237513 0.3463947848632764 not prognostic APOOL -0.2730742804984124 -0.5003907230348367 -0.04575783796198815 0.01854782132868153 0.12264301651084618 not prognostic SUGP2 0.02363902804176177 -0.2507796494100289 0.2980577054935524 0.8659259511304642 0.9405113478674083 not prognostic CCDC71L -0.21894854575725306 -0.48526659810866646 0.04736950659416031 0.10710372808976762 0.3273812487496379 not prognostic TTI2 0.2690046692260206 -0.11315263287114313 0.6511619713231844 0.16769754488380725 0.417983329438955 not prognostic HABP4 -0.04786797346697199 -0.2857137877649995 0.1899778408310555 0.69324504086776 0.8551423051652045 not prognostic RHBDD1 -0.3492081493387908 -0.5983340020946348 -0.1000822965829467 0.006007936263323839 0.06690180766858 not prognostic BSG 0.1458698776722593 -0.0827292745877434 0.37446902993226205 0.21105872417781932 0.4724021893910041 not prognostic CCSMST1 -0.3262993252314381 -0.5616177718726985 -0.09098087859017778 0.00657289847282576 0.06997284188728779 not prognostic PPTC7 -0.29924794263597837 -0.6072176854385933 0.00872180016663665 0.05685066744483449 0.22999730033149715 not prognostic BCS1L -0.2026376336313897 -0.4541287751033854 0.04885350784060599 0.11428321225432558 0.3397003981782792 not prognostic SAMD9 -0.12391112221063152 -0.3639898015145006 0.11616755709323756 0.31173383907745444 0.5841257976685745 not prognostic STXBP1 -0.047634685493560806 -0.268982220719081 0.17371284973195938 0.6731780050110875 0.8442306595971798 not prognostic JAM2 -0.2743432020670405 -0.6063729876014552 0.05768658346737415 0.1053523157423365 0.3240189910137886 not prognostic ATF2 0.26318082478865884 -0.049320462204376414 0.5756821117816942 0.09881353551442536 0.31194555129077933 not prognostic C1orf50 -0.21865260920714966 -0.5780353744990931 0.1407301560847938 0.2330791083640627 0.49922422420656776 not prognostic GMDS 0.08476395609016668 -0.11548845436001712 0.28501636654035045 0.4067511337651881 0.6617559332363674 not prognostic CAV2 -0.2660614403002474 -0.5339207376944684 0.0017978570939735095 0.05155766006350137 0.21897330671182533 not prognostic TMEM63A 0.1272760507797732 -0.06667764955370142 0.3212297511132478 0.19838545680799427 0.45800541382206617 not prognostic GIMAP6 0.16358430564428336 -0.22674423363144222 0.5539128449200089 0.411413379110649 0.6648707550862167 not prognostic DNAJC22 -0.3593322148825714 -0.7555928728922903 0.03692844312714749 0.07551717887888942 0.2682957549613877 not prognostic TMEM242 -0.16201687476112256 -0.56655227622138 0.2425185266991349 0.4324724838486492 0.6808380777029992 not prognostic CPTP 0.007588090762269391 -0.29374097895447104 0.30891716047900986 0.9606356265850847 0.9864171080188398 not prognostic NKRF 0.4693958645740828 0.13709514421176489 0.8016965849364006 0.005630227390549822 0.06495802297370175 not prognostic CERS6 0.31745336640365895 0.011325130041590525 0.6235816027657274 0.04210586383123156 0.19411627130845324 not prognostic MTUS1 0.07925591901928335 -0.1185452336150122 0.2770570716535789 0.43226139206629377 0.6808649266659972 not prognostic QSOX2 0.43070587030133745 0.12212202909798198 0.7392897115046929 0.0062262962174203206 0.06781512169655003 not prognostic PPP1R37 0.242119618340799 -0.1343766068907438 0.6186158435723418 0.20751563080363086 0.4689266639537878 not prognostic SMIM15 -0.0752157834644016 -0.3450031194518147 0.1945715525230115 0.5847695456227127 0.7894212518033996 not prognostic TMEM128 0.06488068545905626 -0.18741492187442085 0.31717629279253334 0.6142423794491962 0.8071792196108402 not prognostic PHLDB2 -0.41924218612831055 -0.7421452499026306 -0.09633912235399039 0.010936374498751561 0.09307353696513568 not prognostic AP3S2 -0.12010651940614 -0.3444912808375895 0.10427824202530947 0.29412717569771385 0.5681382101449044 not prognostic WDR92 0.4172618148010851 -0.00547385375409043 0.8399974833562607 0.0530412288883288 0.22232121827584633 not prognostic SNTA1 -0.10957343099189161 -0.34866895879853776 0.12952209681475452 0.3690691792472518 0.6322763799848153 not prognostic DUSP3 -0.17368754620716448 -0.4325476140679631 0.08517252165363415 0.18848348855613195 0.4450138905704244 not prognostic SDF4 -0.12589774200788673 -0.34947651497041865 0.0976810309546452 0.26974047568947457 0.542937607654646 not prognostic SF3B4 0.6855850458549488 0.34163233812182414 1.0295377535880736 9.356300223669206e-05 0.011474925466097316 unfavorable AGTRAP 0.2774242374142552 0.05310687609297418 0.5017415987355363 0.015351315926165076 0.1111077861656879 not prognostic CASP3 -0.0016198390296139479 -0.26649257662692233 0.26325289856769446 0.9904365993134326 0.9964466652043109 not prognostic MRPL16 0.029659248029674488 -0.24303427739892972 0.3023527734582787 0.8311915664872443 0.9230535964723765 not prognostic CD180 0.325332230787414 0.006159306501806627 0.6445051550730214 0.04573977891767558 0.204141695239257 not prognostic DDX55 0.44145342416532546 0.10136924052345869 0.7815376078071923 0.01095369897152564 0.09313244719094878 not prognostic SAMHD1 -0.08405252837704584 -0.3347309486123232 0.1666258918582315 0.5110675326485294 0.7377600160919516 not prognostic SERPINA6 -0.04669081802394514 -0.2721102001640684 0.1787285641161781 0.6847685054391424 0.8501917111630345 not prognostic HFE2 -0.34371788288172234 -0.5625639434277283 -0.12487182233571631 0.0020818252773235285 0.03923911938500537 favorable ELTD1 -0.6032213739066694 -0.9606110107032523 -0.24583173711008655 0.0009392046064933497 0.026033123349643836 favorable WASF3 0.21121494103288285 -0.0226561712029818 0.4450860532687475 0.07671160762727727 0.26986209158625285 not prognostic PAK1 0.15154567764357005 -0.07088967980116437 0.3739810350883045 0.18176915185020665 0.4372324601060989 not prognostic TALDO1 -0.14585828651052332 -0.4167988414589463 0.12508226843789963 0.2913667497015922 0.5656128599476051 not prognostic CUTC -0.029262797899524743 -0.27261216674146627 0.2140865709424168 0.8136763641784406 0.914606966539809 not prognostic PARD3B -0.16666746243031397 -0.4501911933882011 0.11685626852757322 0.249258922305315 0.5183774985829234 not prognostic GHITM -0.2016976478743381 -0.43893155156964164 0.03553625582096542 0.09563918385100288 0.30569711282328765 not prognostic FILIP1 0.1120732155380619 -0.25905283426006165 0.4831992653361855 0.5539356755574589 0.7681824819185146 not prognostic TP53BP2 0.1467508534822826 -0.1660101366409152 0.45951184360548036 0.357762804241999 0.6229191727690815 not prognostic MDC1 0.3379060070397646 0.05791230459206592 0.6178997094874632 0.018012951721065606 0.1205306104325115 not prognostic ARL8B 0.06775674051588605 -0.1927048762826405 0.32821835731441257 0.610144675012043 0.8049845675483084 not prognostic MSR1 0.19453571516901094 -0.044915057132949326 0.43398648747097124 0.11131212571141635 0.33285820357191404 not prognostic TAX1BP3 0.15988463554281032 -0.0632450009444531 0.38301427203007377 0.16019328084657294 0.4088399211571743 not prognostic ALG12 -0.0008814982966781527 -0.2820812779816446 0.2803182813882883 0.9950977898877761 0.998107832496668 not prognostic RIN3 -0.047608386220075884 -0.3692668744309216 0.2740501019907698 0.7717454558463921 0.8933846736737456 not prognostic GPRC5B -0.12615101611547172 -0.48334812582596487 0.23104609359502146 0.48881242629657484 0.7232420513358511 not prognostic CPN2 -0.059393566174762796 -0.30419951988307126 0.18541238753354566 0.6344189327177799 0.820091352096778 not prognostic SUPT4H1 0.028063435876429066 -0.3218098455914762 0.3779367173443343 0.8750799217790522 0.9450652038224192 not prognostic UBQLN2 0.25003675155576344 -0.023458901731904402 0.5235324048434313 0.0731570898985218 0.2641029942989781 not prognostic TWISTNB 0.12902867356512238 -0.1748057833811284 0.43286313051137315 0.4052208078927837 0.6607069555753218 not prognostic TMPRSS6 -0.10554860067679657 -0.3332668151424665 0.12216961378887335 0.3636385617344656 0.6272940353003219 not prognostic RNF126 0.13664930857066634 -0.21184498702583912 0.48514360416717184 0.44217339313829884 0.688004586160443 not prognostic FASTKD5 0.0002978201519110747 -0.2602943306364373 0.2608899709402595 0.9982127696130655 0.9987705550229968 not prognostic NPR2 -0.12876853516686124 -0.37108692501491186 0.11354985468118939 0.2976299844093194 0.5709623420648461 not prognostic TCIRG1 0.21184030500568157 -0.06937309976786721 0.49305370977923035 0.13982137619958077 0.37830788187212044 not prognostic KDM8 -0.29215811421573623 -0.6313244334417909 0.04700820501031838 0.09135089191919421 0.29794700741440644 not prognostic FCHSD1 -0.09989829622917938 -0.36157305301142495 0.16177646055306616 0.45431185247135286 0.6975568539145982 not prognostic CHCHD6 -0.44629524567578804 -0.7091975471833918 -0.18339294416818436 0.000877304891714904 0.02517471376770364 favorable LCA5 0.09622715209072041 -0.26566509540101024 0.45811939958245107 0.6022591877062864 0.802265512205681 not prognostic CUTA -0.1133247994356204 -0.36570504692015154 0.13905544804891073 0.3788208723996105 0.6398006547054731 not prognostic MRPS18B -0.17674724034934947 -0.4166372481553221 0.06314276745662314 0.14871897879767934 0.3905781804563283 not prognostic ANAPC16 0.12068842953056434 -0.21109334730235507 0.4524702063634838 0.4758745388208272 0.7140111858660744 not prognostic APEH -0.5182088961050035 -0.8745172715525942 -0.1619005206574129 0.0043645254331719655 0.05754874256728808 not prognostic ATP2B2 0.05837921826148955 -0.19285986676174272 0.30961830328472184 0.6488017811257384 0.829343567449848 not prognostic TMEM147 -0.0016284947765938134 -0.303372658999969 0.30011566944678136 0.9915602896086055 0.9967930914962773 not prognostic NAT10 0.5638674165959958 0.15443487866235794 0.9732999545296337 0.006949643272659542 0.07184775545048601 not prognostic DHRS3 -0.03090381313103143 -0.28250582188957196 0.22069819562750911 0.8097575803517846 0.9130679618248775 not prognostic ATP5H -0.3430695701816616 -0.6232268254362958 -0.06291231492702737 0.016390821497634937 0.11446725808761746 not prognostic LYRM2 -0.22375847457242168 -0.43821618419016856 -0.0093007649546748 0.04085828985110362 0.19022582893236123 not prognostic TGFBR3 -0.1103565335921968 -0.4910716155939472 0.27035854840955353 0.569948175566874 0.7797594767497285 not prognostic TIMM10 -0.08826839910730419 -0.32621242591487454 0.14967562770026616 0.46718070784261834 0.7062932923530838 not prognostic TDRP 0.08742765394856587 -0.16105788072517635 0.3359131886223081 0.4904472146819173 0.7236278696518138 not prognostic SLC25A23 -0.3281681831887933 -0.6654024264268334 0.00906606004924676 0.05648522427271868 0.2293479423644673 not prognostic SEC24D -0.04476249827694684 -0.2838243684207483 0.19429937186685467 0.7136278227963873 0.865029772203636 not prognostic GNPDA1 0.2274729847107644 0.011359970753207743 0.44358599866832105 0.03911363507679738 0.18498910451271366 not prognostic HNRNPAB 0.10933828998738673 -0.21298191318154527 0.43165849315631877 0.5061374616185832 0.7341945388644159 not prognostic GMIP 0.14707247617426703 -0.11466188058216417 0.4088068329306982 0.270751633932246 0.5437504213986987 not prognostic OMA1 -0.30299518531456027 -0.5437622365975152 -0.062228134031605264 0.013642851525977339 0.10395272315921286 not prognostic YTHDF3 0.0004785241185752196 -0.31121896511997177 0.31217601335712225 0.9975991887076959 0.9986030340451701 not prognostic ARL2BP 0.07360108423792286 -0.1568896389681828 0.30409180744402853 0.5314052068213484 0.7500663434765146 not prognostic RND3 0.11197418318034326 -0.19093448841512967 0.41488285477581616 0.4687425508197418 0.7078178541894331 not prognostic RAB27A 0.20883750922221514 0.0024421754173677146 0.41523284302706254 0.047350087010649765 0.20841953245149822 not prognostic KLHDC4 -0.1817465689740943 -0.4129985005901672 0.04950536264197858 0.12346682753035271 0.35226211181620387 not prognostic NIPA2 0.1690102668461504 -0.1346882265954164 0.4727087602877172 0.2753902880466151 0.548391736850833 not prognostic SUPT7L -0.312308164804015 -0.6466679396026036 0.022051609994573618 0.06714519223557959 0.25226643142473526 not prognostic NSUN2 0.21100550936334575 -0.1170184009809507 0.5390294197076422 0.2073911832437263 0.4687637625804296 not prognostic CLN6 -0.013200122800156526 -0.31887028906070464 0.29247004346039157 0.9325480076381031 0.9739970033112385 not prognostic CDS2 0.07095165950342276 -0.23652529427035274 0.37842861327719823 0.6510742618186267 0.8299968483642554 not prognostic FAM96A -0.26443177769427045 -0.5645629558310947 0.035699400442553875 0.08419745776256098 0.28381771059797006 not prognostic GSE1 0.06687554011362606 -0.2703342989180333 0.4040853791452854 0.6974976750801098 0.8573169529094211 not prognostic CHST13 -0.07290668590524746 -0.31534708779794296 0.16953371598744807 0.5555926840461607 0.7692887875448928 not prognostic HNF4A -0.18087190574716638 -0.47880885617152685 0.11706504467719409 0.23410252904516984 0.5001002010358878 not prognostic MLKL 0.1493693832954515 -0.08429829875342446 0.38303706534432747 0.21024775187928463 0.47164823918196824 not prognostic TRAF4 -0.04791060446912616 -0.36773070558905835 0.27190949665080605 0.769054310203921 0.891999383243387 not prognostic ANGPTL4 -0.00218333465115097 -0.2691968247653853 0.2648301554630834 0.9872133532959018 0.9956653319880825 not prognostic DLD -0.39898729287164797 -0.6511442388515107 -0.14683034689178515 0.001927081108711171 0.03734449603093314 favorable GFOD1 -0.4463601089829196 -0.784615653887935 -0.10810456407790431 0.00969962915781915 0.08771795944439884 not prognostic C18orf21 0.04510814770802325 -0.41392448643348145 0.5041407818495279 0.8472711195201045 0.9309791768610082 not prognostic DUSP6 0.13993889941942808 -0.1368933852531707 0.41677118409202685 0.3218012883743305 0.5945288763548041 not prognostic CCDC90B -0.5464613696690556 -0.8353072319656509 -0.2576155073724602 0.00020889081809080838 0.014497670498969049 favorable TNFSF10 -0.08544928127959925 -0.39191856828046046 0.22102000572126193 0.5847401178043442 0.789500569250836 not prognostic CYP20A1 0.04131568378391762 -0.2060991497645631 0.2887305173323983 0.7434459528718724 0.8791535617569507 not prognostic IQCB1 0.23141525598748794 -0.1905577669848227 0.6533882789597986 0.2824335462444056 0.5548886415462285 not prognostic PUSL1 -0.0640036798164036 -0.31340219537369807 0.18539483574089083 0.6149714495514572 0.807781600327787 not prognostic MTHFR -0.05905710463208118 -0.27621076044723 0.1580965511830676 0.5940115864432092 0.796016424700801 not prognostic RAB3IL1 0.29995495789234244 0.07155002661399168 0.5283598891706932 0.010054729387014277 0.0896613468146801 not prognostic LDLR -0.058501109975391555 -0.29362553269725267 0.17662331274646959 0.6257928202165858 0.8145860888919879 not prognostic NAT1 0.005207922851356282 -0.22544387898806004 0.23585972469077263 0.9647016744319554 0.9883252192687146 not prognostic VARS2 -0.17432045900358079 -0.4218999882156488 0.07325907020848724 0.16758406916557508 0.41793319533130746 not prognostic SERPINA10 -0.07979829288126469 -0.30169226152384643 0.14209567576131704 0.48090410413684914 0.7174694958069006 not prognostic SEMA4G -0.06693858436888488 -0.2795915757828965 0.14571440704512678 0.5372647544296081 0.7545304072797304 not prognostic GTF3A -0.25548879084566595 -0.5804717682586962 0.06949418656736434 0.12335419025809767 0.35227753281682567 not prognostic BCCIP 0.2495437996361627 -0.048876698741445235 0.5479642980137707 0.10122326566506079 0.3159874119593059 not prognostic EIF4A2 -0.13162281344024904 -0.38362337679754566 0.12037774991704761 0.3059713760400081 0.5796364218548863 not prognostic KDM6A 0.08884685301341362 -0.13823284786625012 0.31592655389307733 0.4431692290819752 0.6887162138467148 not prognostic MARS2 -0.33188434300315045 -0.5917063165860523 -0.07206236942024863 0.012294888009094965 0.09828226102270288 not prognostic AHCY -0.013428368599550261 -0.24985967650134341 0.22300293930224288 0.9113639860015241 0.9624253086425626 not prognostic BUD31 0.05082671117038433 -0.27832712793652686 0.37998055027729555 0.7621563420065718 0.8875631802789851 not prognostic CLDN23 -0.042150453114367235 -0.37010065767502753 0.2857997514462931 0.8011119639479096 0.9099664315180963 not prognostic LIPG 0.02818965163723633 -0.23057878991384698 0.28695809318831966 0.8309260194720891 0.9228731735930547 not prognostic ANKRD35 -0.12164150431383677 -0.37645930780128734 0.13317629917361382 0.34946819792928285 0.6169964062435159 not prognostic ACO2 -0.3147069475513795 -0.5418968741411181 -0.08751702096164096 0.006628137985672999 0.06997844267185184 not prognostic POLD1 0.22595398636246092 -0.017091067772294244 0.4689990404972161 0.06843402006445676 0.25422812516061466 not prognostic LRRK2 0.21630672391963668 -0.1360771848796516 0.568690632718925 0.2289372874094454 0.4938977190787385 not prognostic MYO5C 0.18581510203650137 -0.07508228854817367 0.4467124926211764 0.16273971583131758 0.4122831567169741 not prognostic TOR1AIP2 -0.16742936780259005 -0.4303452090794171 0.095486473474237 0.2119801363956663 0.4736356778513602 not prognostic TMEM87B 0.10518658751639559 -0.14156132558285842 0.35193450061564957 0.40342702810800934 0.6592228842217571 not prognostic PLA2G15 -0.03914071779512066 -0.31076014324190104 0.2324787076516597 0.7776112092740664 0.8958889662373846 not prognostic TRIM21 -0.2490676145996471 -0.4820361562979448 -0.01609907290134943 0.036134964561500144 0.17563319094414265 not prognostic WDYHV1 0.0018175161465769564 -0.35252122023100085 0.3561562525241547 0.9919787789905946 0.996989897654108 not prognostic SSU72 0.4219085715397268 -0.031874407592981546 0.8756915506724351 0.06841052018602738 0.2542463209736418 not prognostic HOOK2 0.05406965349219738 -0.20913933369386656 0.31727864067826134 0.6872239616066627 0.8515870073722424 not prognostic CLIP2 0.247779145320902 0.03966426419496935 0.45589402644683463 0.0196213828415133 0.1269293645809744 not prognostic SUMO1 0.03351726868371416 -0.2636313488516697 0.3306658862190981 0.825032702407107 0.9192928170069483 not prognostic PRPSAP2 -0.14880731887498216 -0.4819128248193966 0.1842981870694323 0.3812641704852472 0.6419894900045924 not prognostic RAB11FIP4 -0.02253518145938149 -0.30914408822299516 0.2640737253042322 0.8775261798745775 0.945653814205235 not prognostic SNTB2 -0.0336616136875605 -0.4139209418111309 0.34659771443600995 0.8622572764835853 0.9384621196641794 not prognostic SIRT1 0.20846351762333518 -0.0655943513375711 0.4825213865842415 0.1359991441747104 0.372810881137839 not prognostic PSMB9 -0.3996994700814837 -0.6703487780382433 -0.12905016212472414 0.0037975332693295674 0.05371139867347175 not prognostic SLC25A44 -0.22909099473698546 -0.45293903598919116 -0.005242953484779739 0.044870106241712816 0.20166770139661386 not prognostic SOCS6 0.06302191123677346 -0.43671840573041826 0.5627622282039652 0.8047768751536913 0.9112390746491714 not prognostic SLFN11 -0.004559859393069124 -0.26601508814208336 0.2568953693559451 0.9727317225340746 0.9903192076242404 not prognostic DCAF13 0.3207077147436872 -0.0172970597843492 0.6587124892717235 0.06293296969778156 0.24244357904657415 not prognostic HAUS6 0.05466470094775372 -0.2426324440638306 0.35196184595933805 0.7185607174890165 0.8678367872223344 not prognostic RABEP1 0.18815199631833412 -0.15706151243769018 0.5333655050743584 0.2854119289007697 0.5578024447606617 not prognostic SET;SETSIP 0.19217684446419214 -0.12831161290505966 0.5126653018334439 0.23988768049514392 0.5076138982446285 not prognostic SHQ1 0.11872923417771833 -0.23852078501975785 0.47597925337519453 0.5148021113502976 0.7402864283519459 not prognostic POLG2 -0.21272689222773017 -0.45140864251973956 0.02595485806427919 0.08066639091610704 0.2758618020901094 not prognostic CMAS -0.058740470063177466 -0.2898384619834477 0.17235752185709274 0.6183547132380104 0.8096124228750962 not prognostic CYB561A3 0.03339120157987109 -0.3749655851696513 0.44174798832939344 0.8726718421834427 0.9441729308843942 not prognostic ACACA 0.1598282402679628 -0.07119982718739556 0.39085630772332114 0.17512184460991193 0.42814469546492123 not prognostic CYTH4 -0.01667702328696742 -0.3338285222632398 0.30047447568930497 0.9179135206818034 0.966150922956053 not prognostic C3AR1 0.21516601564640064 -0.1265251311187639 0.5568571624115652 0.2171257402327046 0.480337719867409 not prognostic MERTK -0.20738545995421734 -0.5551022334986926 0.14033131359025794 0.2424185508848602 0.5095969208903859 not prognostic PITPNM2 -0.12742354733559502 -0.4230332579719474 0.16818616330075736 0.39819516153938406 0.6543761529482572 not prognostic AOAH -0.18892019570647173 -0.522235891984435 0.14439550057149153 0.26661608048542207 0.5398041086806837 not prognostic TRPT1 0.06425703355603722 -0.20090805059177358 0.32942211770384805 0.6348190776568123 0.8202533124926311 not prognostic UFM1 -0.2588599444288352 -0.5088092725143748 -0.008910616343295569 0.04237320261947677 0.194747065221856 not prognostic IPO4 0.4096374793735517 0.0973925234744134 0.72188243527269 0.010131821909045975 0.09016918643309006 not prognostic MTX3 -0.12035848344125402 -0.35895323284108105 0.11823626595857303 0.3228106319328038 0.595410710279026 not prognostic RAPGEF5 -0.460981435388225 -0.7965647908445808 -0.1253980799318692 0.007095097358126333 0.07268009913879298 not prognostic MRPS5 -0.12635587190906686 -0.3707468647080797 0.11803512088994597 0.3108942913631197 0.5838969143222175 not prognostic PTRH2 0.0007725673023803898 -0.24690357255101264 0.24844870715577344 0.9951220471275476 0.9980203526305516 not prognostic SMCHD1 0.5409377232420266 0.18940513656753355 0.8924703099165197 0.00256142453782485 0.04384786594100551 unfavorable CDC42EP4 -0.07533733591669657 -0.32223119237250064 0.17155652053910747 0.5497968578355966 0.765406821365588 not prognostic CDH2 -0.515888317267039 -0.8098175007577664 -0.2219591337763116 0.0005816693578087592 0.021169454310820412 favorable RALY 0.3614707606813867 0.01640612512715417 0.7065353962356193 0.04005797128562075 0.18757270759422728 not prognostic UBAC1 0.07864176764847193 -0.20871185604016013 0.36599539133710396 0.5916856216466135 0.7945644773664513 not prognostic KIN 0.6337139880155221 0.24212257282607386 1.0253054032049704 0.0015148805419410165 0.03399179321302737 unfavorable A1BG -0.019209193962468545 -0.23536993149713684 0.19695154357219977 0.8617296342262422 0.9383441273689548 not prognostic HEXDC -0.46873444768970823 -0.7645168517569922 -0.17295204362242417 0.0018963131966827683 0.03715031083129283 favorable SMIM7 0.04477474942930937 -0.2314514391787164 0.32100093803733515 0.7507129611319345 0.8834296978199541 not prognostic IAH1 -0.09017069133032597 -0.3351745512866137 0.1548331686259618 0.47069979211367896 0.7096960658123556 not prognostic DNAAF2 -0.15025498346806151 -0.4671377781921632 0.16662781125604012 0.3527088249700996 0.6195413203761627 not prognostic DDX59 0.15142343494864952 -0.1527483324150546 0.4555952023123536 0.32920649427820126 0.6002822287724513 not prognostic MRPS30 0.25665146985822823 -0.0406103454110584 0.5539132851275148 0.09060708114904023 0.296710021041462 not prognostic TSPAN33 -0.2855710305244973 -0.5743374403120138 0.0031953792630193267 0.052589587068684905 0.22146499201596234 not prognostic PSTPIP2 -0.2350030114332256 -0.4624625464954871 -0.007543476370964114 0.04287102994865854 0.19612893772628506 not prognostic MRPL23 -0.12632263920630613 -0.427074483947402 0.17442920553478977 0.4103774346486968 0.6646362468179781 not prognostic PML -0.16252943885730045 -0.4024002072911572 0.07734132957655629 0.18417333334563785 0.44135542115725257 not prognostic ANGEL2 -0.05441760698622476 -0.3543189945254892 0.24548378055303965 0.722111132029412 0.8694272411322386 not prognostic GLTSCR2 -0.04262730945148541 -0.3135269492973754 0.2282723303944046 0.7577708417084816 0.8862602672522581 not prognostic SPAG5 0.20118802694615015 -0.0772883525423452 0.4796644064346455 0.15677683595472355 0.4042693007784101 not prognostic TCHP 0.005363333144776845 -0.2805564529120408 0.29128311920159444 0.9706721054153497 0.9895726895677095 not prognostic NCOA4 -0.30677743430843873 -0.5789526711221582 -0.03460219749471927 0.027165027319650033 0.15059349200794225 not prognostic C2orf49 0.18168529702577613 -0.17071362224949688 0.5340842163010491 0.3122591547862397 0.5846207053118369 not prognostic LPIN2 -0.302365226835245 -0.6118987213425424 0.007168267672052309 0.0555467817708391 0.2278105071893369 not prognostic ISG20L2 0.14740096664263133 -0.1818419123177055 0.47664384560296813 0.3802316755898202 0.6412157075825315 not prognostic TRIM27 0.1278903953297691 -0.15002070158849745 0.40580149224803563 0.3670860000680669 0.6304471434125077 not prognostic CCDC102A -0.1060842475226728 -0.4353898470578094 0.2232213520124638 0.5277834845287996 0.7483759165325219 not prognostic SLC4A7 0.28732644638849564 0.06721040781339613 0.5074424849635951 0.01051487203527607 0.09157553436948118 not prognostic PPP2R5C -0.188740191708078 -0.5087980873001545 0.1313177038839986 0.2477616149217265 0.5161027776626843 not prognostic CCDC88C 0.439716598356554 0.13099491834726684 0.7484382783658412 0.005244748983139007 0.0628597558849311 not prognostic RRP1 0.15414405374662205 -0.14771099014529732 0.4559990976385414 0.31689104594200235 0.5888595961641235 not prognostic AGAP1 0.003794952348453952 -0.29105056121639333 0.29864046591330123 0.9798741656149337 0.99239970641974 not prognostic DHX34 0.16857222323549687 -0.16628257929108925 0.503427025762083 0.3237981467910955 0.5969861631426437 not prognostic NOP16 -0.01079048912694669 -0.27419560120004655 0.25261462294615317 0.936006087170882 0.9754466882133519 not prognostic ATP5O -0.3909880610070583 -0.6596589035512381 -0.12231721846287852 0.004340783985611396 0.057660295286615475 not prognostic HEXIM2 -0.2631730586495343 -0.58990076013575 0.06355464283668144 0.11440158777129901 0.3398266142390312 not prognostic AMOTL1 -0.2482966164621971 -0.5341941959987003 0.037600963074306076 0.08871947828250733 0.29234651787386384 not prognostic SRPRB 0.28674873962092656 -0.028934734097131987 0.6024322133389851 0.07502381290623124 0.26739179814868164 not prognostic DNLZ -0.1810446227348715 -0.44989736437775263 0.08780811890800963 0.1868905083420956 0.44418123737371434 not prognostic LIN37 0.3447713531039773 -0.06399381610215105 0.7535365223101056 0.09830566792438315 0.3115506707706203 not prognostic RPL37A 0.017219404251097276 -0.3023826666153925 0.336821475117587 0.9159011311925445 0.9651674702880003 not prognostic ARL6IP5 -0.4164182908916764 -0.7430177385956701 -0.08981884318768274 0.012455202360658764 0.09903323866339069 not prognostic MRPL47 -0.11745981518204182 -0.40812962724392976 0.1732099968798461 0.42834760476594036 0.6773218130465319 not prognostic BID -0.10397461698098259 -0.34281196021824084 0.13486272625627566 0.3935240669583945 0.6502807256327992 not prognostic TAZ 0.023862740511536085 -0.21942418323180515 0.2671496642548773 0.8475521743101168 0.931173716603077 not prognostic SFXN4 -0.19458330419149875 -0.45158976141326657 0.0624231530302691 0.13783092350465415 0.37519010584894147 not prognostic SNRPB 0.28342948774377813 -0.11109172758174563 0.6779507030693019 0.1591117688625336 0.4072406136724595 not prognostic HYKK -0.5068679056060961 -0.8971752735669951 -0.11656053764519708 0.010918910056598577 0.09310190641593054 not prognostic NAB2 0.07748214018426453 -0.26469908877650333 0.4196633691450324 0.6571825929135526 0.8329212562790256 not prognostic ANKRD16 0.13965275021653079 -0.18885198740343773 0.4681574878364993 0.4047247102704624 0.6602588066784711 not prognostic AP4M1 0.03015261918298559 -0.32068802879545477 0.3809932671614259 0.8662316513321339 0.9406151575957058 not prognostic PALD1 0.00351675908757986 -0.2846888783673766 0.29172239654253634 0.9809196252612956 0.9931214977908379 not prognostic RANGAP1 0.25710027203016717 -0.06688808686638437 0.5810886309267187 0.11986862795078151 0.3475336224233636 not prognostic LLGL2 -0.2534529778991724 -0.5254891263227478 0.018583170524402948 0.06783879998753813 0.2532780551661505 not prognostic ABI2 0.03394800554445417 -0.24393695714585925 0.3118329682347676 0.8107641575871777 0.9139727402263915 not prognostic TMEM194A 0.3659353264491014 0.07575280910648913 0.6561178437917137 0.01345035075257657 0.10354341383303357 not prognostic ABCB7 -0.2916145410553492 -0.5365424187229227 -0.046686663387775634 0.01961875182325786 0.12700411068230485 not prognostic NFIB -0.13357813236040256 -0.34210410802567415 0.07494784330486903 0.20929040801934368 0.47056178377628927 not prognostic AFF1 0.10478383023176199 -0.2840597844302749 0.49362744489379895 0.5973867012431993 0.7985074852538614 not prognostic MCU 0.0559302505612277 -0.18540888344803222 0.2972693845704876 0.6496698473669777 0.8295057249681335 not prognostic SLC43A2 -0.04380395029661275 -0.29306373332156194 0.20545583272833642 0.7305180501016648 0.8737913296673622 not prognostic TMEM222 -0.02121028729504448 -0.3000643250764794 0.25764375048639043 0.8814909620890368 0.9473038751150097 not prognostic PLD2 -0.2596343536191742 -0.643591232792935 0.12432252555458662 0.1850579137940151 0.4421733392574905 not prognostic CELF2 -0.058802544414453845 -0.323498827982718 0.2058937391538103 0.6632663324651309 0.8364873185744918 not prognostic MIOS -0.33174165330505495 -0.738682879031167 0.07519957242105707 0.11009241713548593 0.33175947849680426 not prognostic GGT7 -0.11609322556227891 -0.3661467688508062 0.1339603177262484 0.36284398759549796 0.6268896605446727 not prognostic GARS 0.2084983858087664 -0.050942760243084195 0.467939531860617 0.1152301813899566 0.3411560231429502 not prognostic EHD4 -0.48773135976788295 -0.8554195922752801 -0.12004312726048588 0.009326329927434453 0.08546431099316343 not prognostic PTBP3 0.5089059169967 0.14624354717847998 0.8715682868149199 0.005953724187953845 0.06679660733678042 not prognostic ZBTB11 -0.152730776151419 -0.6118629603155468 0.3064014080127087 0.5144115185290472 0.7400813635530387 not prognostic GTPBP3 -0.10049796832077022 -0.33132744190246705 0.13033150526092657 0.3934794893586657 0.6504471691706304 not prognostic BRF1 -0.0528745695807086 -0.2999201843176432 0.19417104515622602 0.6748607614303634 0.8452753773203754 not prognostic C8G 0.15675117684911213 -0.07033377656381415 0.38383613026203844 0.17608275665733103 0.42955556412890594 not prognostic CDK10 -0.01477784235740349 -0.3364725152402626 0.30691683052545565 0.9282587622035983 0.9718981052518788 not prognostic CREG1 -0.16308384018406155 -0.4258635003760858 0.0996958200079627 0.22384232889161912 0.4884378188073766 not prognostic RHOQ 0.0758916766294108 -0.27702139065667364 0.4288047439154953 0.6734063640660538 0.8443987643534145 not prognostic MTPN 0.19806544903496923 -0.16067063698201786 0.5568015350519563 0.279192208545482 0.5517898108405519 not prognostic NADSYN1 -0.007720863334713184 -0.23805051452617232 0.22260878785674593 0.9476168245677955 0.9801309415845048 not prognostic RAB39A 0.12020881702280645 -0.15294755673699106 0.39336519078260396 0.38839717030150767 0.6467025973050768 not prognostic NRP2 0.10804942878393976 -0.19411963460157228 0.4102184921694518 0.4834011730251432 0.7197556464483796 not prognostic PUF60 0.37935192241856747 -0.06668543833314938 0.8253892831702843 0.09552696595376545 0.3055566009946631 not prognostic TBC1D17 -0.31559680982037436 -0.5896403660164642 -0.041553253624284525 0.023998482837972714 0.14182073719364335 not prognostic XXYLT1 0.33515223703026664 0.04234051257348992 0.6279639614870434 0.024872684096952247 0.14403954768435542 not prognostic MLPH -0.2510563635609687 -0.5353082116798743 0.03319548455793686 0.08343828654366257 0.28274904595965594 not prognostic TPST1 0.11658979638621547 -0.08074302695343641 0.3139226197258673 0.24686322481249642 0.5150702520965463 not prognostic PAIP2 -0.1215511077850389 -0.39944229517525015 0.15634007960517232 0.39127974756837725 0.6492082246070573 not prognostic PSMB7 -0.31301761171895204 -0.6286107768394857 0.0025755534015817205 0.051899221641508224 0.2202150385575465 not prognostic ZNF106 -0.20493010764465228 -0.512088730501915 0.10222851521261037 0.19099242834182809 0.44821892816366626 not prognostic PRDX6 -0.15265303776455594 -0.40431142317136526 0.09900534764225341 0.23448245791480715 0.5003149298644587 not prognostic PPIG 0.12538374312272832 -0.24473635038256164 0.4955038366280183 0.5067112721195545 0.7347887948309638 not prognostic CYFIP2 0.02892994553688742 -0.22584057701140117 0.283700468085176 0.8238782036851335 0.9186924346236145 not prognostic DNAJA4 0.13910888925550022 -0.11951503933084204 0.39773281784184245 0.2917788517595532 0.5657994498166081 not prognostic POGK 0.49436727428322796 0.18271320175345857 0.8060213468129973 0.0018770226777692811 0.037097094997943426 unfavorable SLC25A19 0.10032535451303366 -0.1764071824219523 0.3770578914480196 0.4773591549773928 0.7151600593227239 not prognostic CASP10 -0.045656066589484734 -0.3407725846658904 0.24946045148692092 0.7617247501859283 0.8874068560071068 not prognostic TECR -0.030826798042907354 -0.28011068115535026 0.21845708506953557 0.8084919886984253 0.912675422370067 not prognostic MALSU1 0.04094348492105751 -0.24399242844256144 0.3258793982846765 0.7782238577918419 0.8959030730114903 not prognostic WDR11 0.005911075771621065 -0.29571743027652664 0.3075395818197688 0.9693609341814853 0.9897010427331323 not prognostic QPCTL -0.08173447498544655 -0.35175284567521004 0.18828389570431692 0.5529934632875166 0.7674702335782261 not prognostic PKD2 0.009887815211667443 -0.32650839907444423 0.3462840294977791 0.9540593413704473 0.9832730842971815 not prognostic WDR55 0.07161406989686217 -0.17672505523349075 0.3199531950272151 0.5719384918262072 0.7808120337480989 not prognostic CANX 0.09749864543560822 -0.1750850894247692 0.3700823802959856 0.483274087258193 0.7196861116471394 not prognostic EMC9 0.10893367545085758 -0.1358769148657166 0.3537442657674318 0.3831387529872837 0.6426079534460756 not prognostic SUCLA2 -0.23421427133991404 -0.46681114311011307 -0.0016173995697150167 0.04842805083003915 0.21129451222287549 not prognostic VCL -0.009098889906649412 -0.3322941813108274 0.31409640149752854 0.955996096806808 0.9840231150507418 not prognostic CD276 0.4129347305624647 0.10751325410086332 0.7183562070240661 0.008051495136023488 0.07818333617442332 not prognostic GLMP -0.0028032253466665717 -0.33461510698491137 0.32900865629157827 0.9867890397618421 0.9955738418963006 not prognostic ATRN 0.0877663957464826 -0.17440714486893022 0.3499399363618954 0.511742815799163 0.7380208488804617 not prognostic NMNAT1 -0.10439290935782562 -0.3256379912062684 0.11685217249061718 0.35507255873789656 0.621376977791319 not prognostic MYO1D -0.014580944443175618 -0.2271829043554205 0.19802101546906925 0.8930698332513561 0.9533390028734221 not prognostic ACOT7 0.3307944553160882 0.05012128812887734 0.6114676225032991 0.0208900867704686 0.131803345212125 not prognostic ITIH1 -0.04650813726999905 -0.28723592860415925 0.19421965406416114 0.7049394702541152 0.8616140719706612 not prognostic PNPLA4 -0.29760108923069195 -0.5709737133482866 -0.02422846511309723 0.03286966870176046 0.16701597269401897 not prognostic LSR -0.1498567688626779 -0.38628480253521963 0.08657126480986382 0.21412695056443712 0.47664808264629677 not prognostic TTC33 0.18132287365688832 -0.06498279811106866 0.4276285454248453 0.14905796799029733 0.39135366199915894 not prognostic DAD1 0.10467696937269358 -0.21292768237084822 0.42228162111623535 0.5182987575334521 0.7420963979205176 not prognostic UBR7 0.21040454713458742 -0.01961612086077702 0.44042521512995186 0.07300193257461943 0.263755569951803 not prognostic SMEK2 -0.041666622292884946 -0.2627780661725834 0.17944482158681352 0.711875061223922 0.8643093874610487 not prognostic HEATR6 0.1648261221234132 -0.15997508547199635 0.4896273297188227 0.3199218865214295 0.5924013753932488 not prognostic NUDC 0.04263117986304429 -0.2064831105962885 0.2917454703223771 0.7373153623209696 0.8759533491055786 not prognostic SLC25A25 -0.35906808638632876 -0.6706502842709996 -0.04748588850165797 0.02390408887177825 0.14182459090061675 not prognostic NOP58 0.1347615218394846 -0.18640330773149633 0.4559263514104655 0.41084613763446465 0.6647940484802751 not prognostic NDUFB6 -0.24758685414207718 -0.5894577348875951 0.09428402660344079 0.15577408941379922 0.40261126516216644 not prognostic PKP4 -0.30764162148933905 -0.6097810265713759 -0.005502216407302252 0.045971314002400294 0.20466493001665334 not prognostic DERL2 -0.10672871665411877 -0.4502104427791445 0.236753009470907 0.5425165857232701 0.759167082210134 not prognostic OXA1L -0.304943204527578 -0.5760382310937218 -0.033848177961434245 0.02747657955109045 0.151383271828254 not prognostic MOGS -0.08204021795395235 -0.37998616465800716 0.2159057287501025 0.5894167998442312 0.7924686302756273 not prognostic RNASEL -0.17690261196203128 -0.40223238536686057 0.04842716144279799 0.12386906980540424 0.35318464393878474 not prognostic SURF4 0.05965368328320771 -0.235971573400328 0.3552789399667434 0.6924757142919806 0.8553718363763939 not prognostic CACFD1 0.05685109329828357 -0.19634275203699209 0.31004493863355925 0.6598775995539445 0.8343290705841641 not prognostic PFDN6 0.4535738664096856 0.07549286440192182 0.8316548684174494 0.018707068356607823 0.12260935797709359 not prognostic DOK1 0.07126310883304657 -0.20164467802517874 0.3441708956912719 0.6087937566338009 0.8048627441143561 not prognostic IMMP1L -0.3096604907102702 -0.5833292954170625 -0.03599168600347791 0.026573274644777958 0.14869407993418565 not prognostic PDHA1 -0.384717035783568 -0.6395687412412177 -0.12986533032591824 0.003089326424319651 0.04801864492523235 favorable SPG7 -0.6107504126858011 -0.9343539014322595 -0.28714692393934277 0.00021634652040863388 0.014454853710585814 favorable PSMG2 0.08297149172280645 -0.22758416392364417 0.39352714736925704 0.6005249853524293 0.8009087135200803 not prognostic ESRRA 0.19327182618140282 -0.1061471559054104 0.49269080826821604 0.20582247781763222 0.4665135807344965 not prognostic CHPF 0.17744728341033913 -0.09249770824613548 0.4473922750668138 0.197615578066433 0.45669908890778904 not prognostic TIPRL 0.13915955522333023 -0.1492183814962864 0.4275374919429469 0.34425084654058324 0.6123738980881863 not prognostic CDC42EP2 -0.09336605493426207 -0.5467769597476942 0.3600448498791701 0.6865109995404612 0.8514105802584498 not prognostic CXADR -0.10772944803232454 -0.33475139306804225 0.11929249700339314 0.3523358964533424 0.6193723308358088 not prognostic SLC30A1 -0.34970928062289547 -0.6150965811115019 -0.0843219801342891 0.009802858239160937 0.08820601991478177 not prognostic C3orf33 -0.042492842603983616 -0.4302971692614622 0.345311484053495 0.8299552771305613 0.9223671296114592 not prognostic SH2D4A -0.0077065999967386965 -0.22458668111736396 0.20917348112388656 0.9444760532147043 0.9781254024790338 not prognostic RUFY1 0.45983214934406946 0.1754693025127303 0.7441949961754086 0.0015276354135566703 0.03402218870043002 unfavorable ME3 -0.03381269973607203 -0.27950117235512034 0.21187577288297627 0.7873613339587693 0.9013228516727863 not prognostic RAE1 0.5699505157862349 0.13159485755329148 1.0083061740191783 0.010823464087410497 0.09317545574479441 not prognostic CSPG4 0.15768557548940104 -0.15955691136165373 0.4749280623404558 0.3299565903558869 0.6007934418255553 not prognostic USP22 0.1466146967042158 -0.17479610678318805 0.4680255001916197 0.3712914837234339 0.633537765156452 not prognostic UBE2H -0.09432270447952325 -0.3508990732319213 0.16225366427287485 0.4712032146607533 0.710096344194197 not prognostic GNB1L 0.11099440955787683 -0.22711622989758196 0.4491050490133356 0.5199556430814449 0.7435174688561215 not prognostic AHCYL1 -0.08881964888848547 -0.3341298663592428 0.1564905685822719 0.4779239434635033 0.7154076351494307 not prognostic RAPGEF4 -0.48482153024982017 -0.8367200206003809 -0.13292303989925947 0.0069276239156493115 0.07178589920926885 not prognostic NAGPA 0.13552326749448973 -0.1906165906268918 0.46166312561587125 0.4153940249002619 0.6678079915482213 not prognostic HSPBAP1 -0.027057615906262815 -0.3598501523062735 0.30573492049374784 0.8733896686717926 0.9443789497123863 not prognostic LIAS -0.27911702893380774 -0.5268747918816962 -0.03135926598591929 0.027241408036778006 0.1508301336754938 not prognostic MTFMT -0.3699035023422846 -0.6382353047530698 -0.10157169993149945 0.0068950796438881174 0.07161444089527878 not prognostic STON2 -0.3244781860204403 -0.6456433816820324 -0.0033129903588482446 0.047683075095974435 0.20906296343499467 not prognostic ORC5 0.5648465078417892 0.20842152874140135 0.9212714869421772 0.0018959564722676352 0.037224776965377494 unfavorable CCNL2 -0.34469698825139405 -0.7014359551549997 0.012041978652211571 0.05825103050416851 0.2328220875463485 not prognostic SUMF2 -0.19839145324668978 -0.4781084372487268 0.08132553075534726 0.16449251762956418 0.4143785904157254 not prognostic SLC25A35 -0.2168603276217912 -0.5294244250470981 0.09570376980351569 0.17387927570638945 0.4262708530666223 not prognostic MBD3 0.1746858559237888 -0.12479162209848252 0.47416333394606014 0.25293430983692894 0.5220195656915686 not prognostic ALKBH2 0.09699124777573627 -0.25067676379815146 0.44465925934962397 0.5845270448867088 0.7893319204933189 not prognostic ANKRD52 0.11589390916126896 -0.1845641838785731 0.416352002201111 0.4496460635054108 0.694322388162115 not prognostic ALG11 -0.15687596394091902 -0.4595756875047885 0.14582375962295047 0.3097421648065218 0.583078553724304 not prognostic LGMN 0.026118928303078666 -0.2354074080649463 0.28764526467110363 0.8448107003371151 0.9297590903648668 not prognostic G6PC3 -0.10280437656016232 -0.4988628085444699 0.29325405542414523 0.6109307481130146 0.8051910772642161 not prognostic SLC3A2 0.30082676762600824 0.06919586297328828 0.5324576722787282 0.01091305905539889 0.09314072232887155 not prognostic RBFA -0.18578135583311559 -0.4774760328075828 0.10591332114135163 0.21191832628091628 0.4736157701430463 not prognostic KIAA1598 -0.20026316317575368 -0.4383356993721017 0.03780937302059437 0.09921049042692207 0.3127575777437441 not prognostic ZNF444 0.20475989085554033 -0.10858866858308444 0.5181084502941651 0.20028054492264863 0.4601261787766162 not prognostic MAP4 -0.14720854742761952 -0.43464691922862847 0.14022982437338943 0.3154870779237031 0.5877144836976517 not prognostic MED26 0.09049789336853398 -0.276445147482107 0.457440934219175 0.6288265564990183 0.8166353583312607 not prognostic DPAGT1 0.05797363768187314 -0.22491353981358597 0.34086081517733224 0.6879296395845262 0.852225551847276 not prognostic SYDE1 0.33219127073978244 -0.08091728824529532 0.7452998297248602 0.11501250556583116 0.3408497061671256 not prognostic R3HDM4 -0.014742837476634461 -0.2734451429558817 0.24395946800261276 0.9110662355534955 0.9623378960488964 not prognostic CPB2 0.03429583419103131 -0.19014623417813897 0.2587379025602016 0.7645646891101683 0.8894422637218472 not prognostic OARD1 -0.23879846952675418 -0.5196824048185951 0.04208546576508668 0.09565403220724743 0.30563545694200084 not prognostic PISD -0.30053765976751984 -0.5281028657939102 -0.07297245374112943 0.009640668923660018 0.08727291089335505 not prognostic FAM118B 0.26545803653926675 -0.0291349410115318 0.5600510140900653 0.07737478413639681 0.27060017280201587 not prognostic CPSF4 0.3236288983817639 -0.07331108745428183 0.7205688842178096 0.11004808611093717 0.3318492808862312 not prognostic SYS1 0.34172661950181643 -3.997652036424881e-05 0.6834932155239971 0.050026803957277696 0.2150215918528599 not prognostic COPG2 -0.03068814523943388 -0.29236783181355364 0.23099154133468588 0.8182065976518794 0.9160189657093005 not prognostic NDUFAF5 -0.42237247622096075 -0.7127908397672411 -0.13195411267468043 0.004365182830182572 0.05747276746856555 not prognostic CENPB -0.1165368326871792 -0.4681520014328942 0.23507833605853584 0.5159528724764049 0.7408702593875306 not prognostic RWDD2B -0.2725788954489924 -0.6147497204623484 0.06959192956436366 0.11844367308507131 0.3457535719369558 not prognostic OGDH -0.3034732095361519 -0.5464050248104175 -0.060541394261886344 0.014348847733265592 0.1066101524945451 not prognostic CNKSR3 -0.22868334920735633 -0.5596288022849409 0.10226210387022822 0.17562941086798017 0.4291512323965684 not prognostic NUFIP2 0.2513103483947763 -0.0890094978491377 0.5916301946386903 0.14780114094954835 0.3897683696380873 not prognostic MAD2L2 0.27080717682474786 -0.1119310617744721 0.6535454154239678 0.1655099900990032 0.4158885605827605 not prognostic NOTCH1 0.10630987204766629 -0.213962047621165 0.42658179171649757 0.5153155981341444 0.740430195810463 not prognostic AK6 0.1988551665018975 -0.08297543375725785 0.48068576676105285 0.1666896247583694 0.41779737134985473 not prognostic ARL5B 0.29091855585174337 -0.055546833841441656 0.6373839455449284 0.09981852372070214 0.31368032392820155 not prognostic SEPP1 -0.19063274265377123 -0.5306627473200163 0.14939726201247377 0.27184461066959853 0.5448454889914743 not prognostic CRTC2 -0.009881016200849971 -0.30650006273919356 0.2867380303374936 0.9479426255115598 0.9802414329181098 not prognostic C17orf75 -0.05759677073107244 -0.4409220431053682 0.3257285016432233 0.7683792447015144 0.8915629053671149 not prognostic MAP2K5 -0.5073437853814896 -0.8044921683242048 -0.21019540243877438 0.000818699932914969 0.024514449830728154 favorable NAB1 -0.0040828559489321445 -0.3569037497663864 0.3487380378685221 0.9819049127880153 0.9933327326769605 not prognostic ENPP4 -0.07524336470376011 -0.310172198231443 0.15968546882392276 0.5301741128033953 0.7493919848324594 not prognostic CEP250 0.3224729604707931 0.012733230862212008 0.6322126900793742 0.041296866554059376 0.19157038666243192 not prognostic C9orf114 0.22690187255412833 -0.05659682456643736 0.510400569674694 0.11672189445470373 0.34352765320610207 not prognostic RBBP4 0.4085072162162222 0.004492563642066683 0.8125218687903777 0.0475062875414339 0.20869665964595568 not prognostic FURIN -0.09627556953217155 -0.34636133425872845 0.15381019519438538 0.4505323900802717 0.6949718277719973 not prognostic SMYD3 0.05549967040407076 -0.21481860389972077 0.3258179447078623 0.6873861814864513 0.851670147086659 not prognostic PTRHD1 0.05883863416440763 -0.18633003442544052 0.3040073027542558 0.6380859818781135 0.8219832799647122 not prognostic VAMP7 0.05520634246619696 -0.18733171747969948 0.29774440241209343 0.655506505469496 0.8318568027595177 not prognostic AGO3 -0.34819766274026864 -0.735650635018638 0.03925530953810075 0.07817281469854857 0.2721155559860441 not prognostic SUPT3H -0.08100581036402235 -0.5057797203459073 0.3437680996178626 0.7085741683538429 0.8627586739115946 not prognostic TMUB2 0.23411288088707136 0.014419860016914893 0.4538059017572278 0.03674293673316635 0.17752806938588145 not prognostic DOPEY2 0.33556828256368143 0.10907155456207018 0.5620650105652927 0.003686607256439081 0.05315007208840434 not prognostic ALKBH3 -0.061441677151981275 -0.39449179654643407 0.2716084422424715 0.7176676804167451 0.8672261766461221 not prognostic GLCE 0.29003721774602287 0.05226741172337809 0.5278070237686676 0.016811236558025557 0.1160454902883599 not prognostic HNRNPH1 0.5159076000377738 0.04473025621129906 0.9870849438642486 0.03187065297695136 0.16427055619035438 not prognostic C12orf4 0.05992919729314961 -0.21691667983426188 0.3367750744205611 0.6713645218157133 0.8429009344854972 not prognostic SLC39A11 -0.22570202790953386 -0.49733722306137745 0.045933167242309725 0.10341116388306175 0.32047080313085907 not prognostic LBH 0.07194543147692453 -0.22118617927898052 0.36507704223282955 0.6304821917456003 0.8174811097318406 not prognostic SHANK3 -0.6761282119552153 -1.044029587453562 -0.30822683645686866 0.00031575792277848276 0.016827265968069976 favorable TOLLIP 0.04487007681209561 -0.2643202462325807 0.3540603998567719 0.7760790597931762 0.8955066145544923 not prognostic RPUSD2 0.19590417054631246 -0.14139376823517638 0.5332021093278013 0.2549718760152874 0.5250145367904481 not prognostic HYOU1 -0.10102822402938419 -0.3429181106320743 0.1408616625733059 0.4130132056845631 0.6666138868746878 not prognostic PGLYRP2 0.2439671183859513 -0.009384681272337603 0.4973189180442402 0.059111543172192825 0.23510690627305303 not prognostic SEC11A -0.14236817980632116 -0.5488548342141408 0.2641184746014985 0.4924235820603846 0.7246331903659803 not prognostic MAPK7 0.012013233610889056 -0.25333806226176614 0.2773645294835443 0.929293840160539 0.9724132481249772 not prognostic MYO1B -0.5952704861867849 -0.8912072579138792 -0.2993337144596906 8.066166581051168e-05 0.011110213753869402 favorable TBC1D4 0.17676306116879453 -0.035595568757606694 0.3891216910951958 0.10279863199138774 0.31945718577538856 not prognostic NFIC -0.27957065673662523 -0.5048679320104476 -0.05427338146280289 0.015011025863614937 0.10944113563269098 not prognostic HDDC2 0.020370905945572358 -0.24526450757213422 0.2860063194632789 0.8805242522346042 0.9470607436636727 not prognostic ENTHD2 -0.17175865729524487 -0.5718641709670833 0.22834685637659363 0.400135078807639 0.6563593551785987 not prognostic FRG1 -0.14738926079165948 -0.4443911705514677 0.14961264896814874 0.3307294003814343 0.601222400327915 not prognostic UNC93B1 -0.06841273893499804 -0.3232531555002678 0.18642767763027168 0.5987779408586216 0.7994123030878674 not prognostic NKAP 0.04458611797184152 -0.3319082487730587 0.42108048471674175 0.8164544801605204 0.9156603984563622 not prognostic ACP2 -0.1002891036868809 -0.3593864512402404 0.1588082438664786 0.44806465958709296 0.6934352458570862 not prognostic CLIC4 0.06081287582965669 -0.22891356242579616 0.3505393140851095 0.6807853530357564 0.8479509273412809 not prognostic AAGAB 0.054687256397923295 -0.2477123027154551 0.3570868155113017 0.7230028354807672 0.8699159234053634 not prognostic GPCPD1 0.2774512718052663 0.02075561136111176 0.5341469322494208 0.03413777338948397 0.17027046526799441 not prognostic DYNLL1 0.03362387660454007 -0.295943484127453 0.3631912373365332 0.8415087850779772 0.927950258997799 not prognostic MAPRE3 -0.17800903351434103 -0.4103533400382797 0.05433527300959767 0.13319701343246115 0.36874238134224635 not prognostic ABTB2 -0.3162300882528157 -0.5415250578699672 -0.09093511863566414 0.005940308011149238 0.06672970843641045 not prognostic TPRN 0.0568294746874101 -0.24474936985416054 0.35840831922898075 0.7118777907480127 0.8641955065175536 not prognostic CYC1 -0.2213429424467009 -0.45997940506362717 0.01729352017022534 0.06907495347303805 0.2551270868168769 not prognostic MRPL42 -0.014183161128216744 -0.30481089059803346 0.2764445683415999 0.9237987096187615 0.9692687035294472 not prognostic MRPL35 -0.14584423293712057 -0.4670843668634947 0.17539590098925356 0.3735566143581368 0.6355857788575445 not prognostic FUT11 0.10945248914484304 -0.15043111628115272 0.3693360945708388 0.4091117587478009 0.6636668918407431 not prognostic SOX5 0.14130519400115144 -0.24400016746221853 0.5266105554645214 0.47227119920006466 0.7106292515022149 not prognostic CYB5R1 -0.22176614479901507 -0.43073448890835275 -0.012797800689677369 0.03752575187423677 0.18014373004291784 not prognostic POFUT2 0.13466602407722772 -0.08452542994554454 0.3538574781 0.22852954858547403 0.4934937405899057 not prognostic PCDHGC3 0.14048823804061306 -0.24562846370600794 0.5266049397872341 0.47576454261586587 0.7139657978611879 not prognostic KRR1 0.5254418949037206 0.14809255695729262 0.9027912328501486 0.00634956478320493 0.06808102216051945 not prognostic FAM3A 0.22532805232191266 -0.09187923227589295 0.5425353369197183 0.16384381961175296 0.413792303803674 not prognostic ALG3 0.1561374641513023 -0.15240654040188262 0.46468146870448723 0.3212795018107137 0.5941779342514604 not prognostic IRF8 0.04825955559199011 -0.2755714414374137 0.37209055262139396 0.7702197130385425 0.8925416892096909 not prognostic LDLRAP1 -0.2123320120144587 -0.5182508478092188 0.09358682378030139 0.17371256752258038 0.4260955115149759 not prognostic VPS28 0.5289222634656588 0.06626094191225501 0.9915835850190626 0.025047844935825653 0.14477298625593743 not prognostic VANGL1 0.14060800430544243 -0.1669713059490789 0.44818731455996375 0.3702604688176534 0.6334687516385344 not prognostic CHMP4A -0.009143243541644797 -0.22374632554714344 0.20545983846385382 0.933450010448282 0.9742571629218313 not prognostic TRMT61B -0.26015712146741116 -0.5108542263576383 -0.009460016577184038 0.04195936733409174 0.19384015260171483 not prognostic HINT1 -0.14662158978823397 -0.3724805431117809 0.079237363535313 0.20324659556227387 0.4634912812198263 not prognostic DIRC2 -0.07505492745235522 -0.451316069617228 0.3012062147125176 0.6958230730345134 0.8566699632670515 not prognostic RNF149 0.06715098170975302 -0.19578032222749653 0.3300822856470026 0.6166791805492204 0.8089565865871313 not prognostic LIMK1 -0.016297668979874152 -0.4206639679046005 0.38806862994485214 0.9370367408015128 0.9757257432421428 not prognostic EMG1 0.37879444704297216 0.043872198374477034 0.7137166957114673 0.026643328248906008 0.14899295303713647 not prognostic ZFYVE21 -0.026593850028978492 -0.4034628958312432 0.35027519577328614 0.8899991331424549 0.9516496165083481 not prognostic MPHOSPH10 0.21153059801161475 -0.15390180079091112 0.5769629968141406 0.2565742079020019 0.5258948908760583 not prognostic RNGTT -0.05577364061384978 -0.3504790252522085 0.23893174402450892 0.7106915437367665 0.8640441867293956 not prognostic RTN4IP1 -0.3098299501643205 -0.5359843047704758 -0.08367559555816528 0.007249996794704699 0.07392849806718813 not prognostic CNN3 -0.28544074249160606 -0.5428446359991989 -0.028036848984013263 0.029746733089853462 0.1587142439531931 not prognostic NPEPL1 0.22163370377828354 -0.023342432359256315 0.4666098399158234 0.07619395430776939 0.2690984114072818 not prognostic CTBP2 0.12266591259595874 -0.13758230643170125 0.38291413162361876 0.3555835197690973 0.6220279899360548 not prognostic EIF2AK3 0.21126751411531378 -0.15945945411486975 0.5819944823454973 0.2640235110255168 0.5361312075780114 not prognostic CEBPG 0.25505292028224624 -0.10438099807313489 0.6144868386376274 0.16429127797436238 0.4144547229372968 not prognostic INPP4A -0.15213262448536774 -0.5871809491871918 0.28291570021645635 0.49310264723661423 0.725036623535787 not prognostic DNAJC10 0.507083622406961 0.22033105179971996 0.7938361930142022 0.0005283919220458181 0.020658047502516198 unfavorable HDAC2 0.4241679117951003 0.0580520946449945 0.7902837289452062 0.023162722057316003 0.13974113920427908 not prognostic PDCD11 0.4117994697829953 0.07517461658194008 0.7484243229840506 0.01650014836983137 0.11478308341499631 not prognostic MRFAP1 0.2735833512366825 -0.05294093092937813 0.6001076334027431 0.10055152003585552 0.3149887189926573 not prognostic CMTR2 -0.11944992541589163 -0.47905080362986385 0.24015095279808063 0.5150152881946639 0.7404740445169145 not prognostic DDX18 0.35846305388310795 0.021237559835651676 0.6956885479305642 0.03721502644434749 0.17913232890120592 not prognostic UBAP2 0.2975076409540237 0.008067539067639073 0.5869477428404084 0.043947217983678004 0.1987168902059945 not prognostic HDAC7 0.04141468312147547 -0.30825026540085176 0.39107963164380266 0.8164291307714732 0.9157466810068904 not prognostic C5orf24 -0.14485656342476677 -0.43129400353579656 0.141580876686263 0.32159328818400246 0.594267225822781 not prognostic FUK -0.13098485237306515 -0.43377380866928394 0.17180410392315368 0.39651051931557724 0.6534067144178839 not prognostic MID1 0.029477608030088105 -0.26044226244575247 0.31939747850592864 0.8420442133180612 0.9281977150746864 not prognostic DNAJB11 0.07055999097451988 -0.2579074087418426 0.39902739069088233 0.6737322600854274 0.8445708379368289 not prognostic SGK2 -0.08241891560631971 -0.33999003970660724 0.17515220849396784 0.5305548691285497 0.7494568859747405 not prognostic CSTB -0.006792503537388821 -0.27102156672799 0.2574365596532124 0.9598159485077765 0.9860277896718443 not prognostic METTL20 -0.4356338493474559 -0.747806644134027 -0.12346105456088485 0.00623596016652403 0.06767339560107836 not prognostic MED25 -0.10510278000552904 -0.41253297930147675 0.2023274192904187 0.5028175019042214 0.7310368779714995 not prognostic PCNXL3 -0.10488136962029652 -0.3907495220268241 0.18098678278623104 0.4720881033488378 0.7107120883272482 not prognostic ADCK1 -0.2306500432789514 -0.4958019827111236 0.0345018961532208 0.08820728225311139 0.2916247407725651 not prognostic IRF9 -0.11968777656446508 -0.35201821951465706 0.11264266638572693 0.3126396959475699 0.5849661855420257 not prognostic ILK 0.1462237059407449 -0.22164916506443555 0.5140965769459254 0.4359473201547063 0.6834243315260174 not prognostic CASP6 -0.003962828093925291 -0.2812090642044853 0.27328340801663475 0.9776503399363894 0.9918304241870248 not prognostic SYNE1 -0.22962522636715535 -0.5955053319688045 0.13625487923449378 0.21867188353892641 0.48209046375868214 not prognostic ADCK4 -0.2996014643697139 -0.5712380506376906 -0.027964878101737145 0.03063810734960215 0.16107044926658134 not prognostic CGN -0.1835210433393682 -0.3923310594416407 0.025288972762904316 0.08496218357445301 0.28510735739957943 not prognostic SORBS3 -0.08780561988916542 -0.39654536951197145 0.22093412973364063 0.5772446160202915 0.7847055947813043 not prognostic C6orf136 -0.3836386193041524 -0.6640716436479224 -0.10320559496038245 0.007334235795817174 0.07411220437917738 not prognostic DENND1A -0.2894117449075086 -0.6669280395947932 0.088104549779776 0.13295547506161565 0.3685295257667631 not prognostic SLC27A1 -0.24814870840924216 -0.5487747102122252 0.05247729339374088 0.10569868936678835 0.3243044434204442 not prognostic NOL11 0.697308342592531 0.30082883049919357 1.0937878546858686 0.000566666780340999 0.021051318192501927 unfavorable AKAP8L 0.13888251010671787 -0.1954190613342776 0.47318408154771335 0.41550232380768637 0.6677422913391161 not prognostic SSH3 -0.2585661603793591 -0.5252881279482122 0.008155807189494102 0.05742887681627234 0.2308759470750275 not prognostic EXOSC1 -0.013729392839531509 -0.3657127001841152 0.3382539145050522 0.9390611105919837 0.977038247894251 not prognostic ITGAV 0.2246568027167004 -0.01849050348258341 0.46780410891598423 0.07015392228334034 0.25751868232994923 not prognostic PGAM5 -0.1612568696619207 -0.45885260612250406 0.13633886679866264 0.2882189286717317 0.5614499713659734 not prognostic C4orf32 0.06394803160447173 -0.17348184967816044 0.3013779128871039 0.5975786712139812 0.7985256482654887 not prognostic SRSF9 0.3727214499924132 0.033011101550646516 0.7124317984341799 0.03152184704979371 0.16360295457205976 not prognostic NFIX -0.09981468278474434 -0.3168178971617977 0.11718853159230902 0.36731081369837615 0.630349571600836 not prognostic CLASRP 0.18289763490206618 -0.20742654203119887 0.5732218118353312 0.35841076021815066 0.6235622884246216 not prognostic PAAF1 0.0953262520952402 -0.16712894665538996 0.3577814508458704 0.47654047065214367 0.7142921201655186 not prognostic MAPRE1 0.6196278941263087 0.27534260653481757 0.9639131817177998 0.00041958659576685854 0.019464035191195255 unfavorable RAP1A 0.18195026624516678 -0.14485631476809532 0.5087568472584288 0.2751786585626059 0.5483361963300715 not prognostic MTFR1L -0.23703538803280416 -0.5416282303983544 0.06755745433274601 0.12719627012462661 0.358786454450467 not prognostic RPL29 -0.37599130088660654 -0.7005926714405859 -0.05138993033262723 0.023191831025045052 0.1398225341193457 not prognostic 43349 -0.09313197608059229 -0.32750733347568006 0.14124338131449546 0.43608800921363255 0.6834055568859885 not prognostic COX15 -0.27577092973158596 -0.5234774134118239 -0.02806444605134803 0.02910788129351318 0.15651823496746156 not prognostic TMEM102 -0.6029126369346034 -0.953189602014336 -0.25263567185487085 0.0007419772086829239 0.023556460813256092 favorable ADSL 0.45374334592303206 0.15930827066114855 0.7481784211849156 0.0025241581534826254 0.04371138868110241 unfavorable CDK18 -0.3861647307932537 -0.6406117865036953 -0.131717675082812 0.002934055723143852 0.04724568505271027 favorable DALRD3 -0.22261079401509795 -0.6308510513208889 0.18562946329069305 0.2851797250246329 0.5579576219723641 not prognostic CDV3 0.05388551324333738 -0.25819714875959554 0.36596817524627034 0.7350499620374567 0.8755857251358901 not prognostic PNO1 0.08657055211643688 -0.20840390119879076 0.38154500543166453 0.5651426116800509 0.7766265237715265 not prognostic C1GALT1C1 0.2603599616828876 -0.0037290456352145895 0.5244489690009898 0.05332390886156927 0.22246456478920304 not prognostic EDEM1 -0.21959981425995947 -0.5696444593975073 0.13044483087758837 0.21885460283928743 0.4822557861728133 not prognostic FAM98C -0.11893797109044776 -0.3522894512007634 0.11441350901986788 0.31780297209700525 0.5899419467519154 not prognostic JMJD1C 0.10798743425892197 -0.13617786236516138 0.35215273088300536 0.386031396331345 0.6445615612373241 not prognostic MET -0.08741310108505637 -0.35337881361939005 0.17855261144927728 0.5194666726811434 0.743174356106468 not prognostic SF3B1 0.5316546503454747 0.10646682584364847 0.9568424748473008 0.014256367224602997 0.10609913197162978 not prognostic R3HDM2 -0.10759020439571414 -0.44592389035615465 0.23074348156472635 0.5331077120010457 0.7515215470863426 not prognostic KLHL22 -0.03436787663761487 -0.33647633227303075 0.267740578997801 0.8235622608295066 0.9184545243157165 not prognostic RTN1 0.11769964807846875 -0.12116164379257524 0.35656093994951277 0.33415508971939123 0.6038939277871841 not prognostic NDUFAF3 -0.3234530659992369 -0.6290352780727465 -0.017870853925727292 0.03802498719506818 0.18146999486004553 not prognostic NAV2 0.10036812923061611 -0.13873042210962552 0.3394666805708577 0.41065116177573735 0.6647188304787881 not prognostic POLR2I -0.10393352211290512 -0.43114792058696233 0.22328087636115207 0.533583016338765 0.751481633676414 not prognostic FAM195A -0.10573980097006544 -0.34609326337531726 0.13461366143518638 0.3885466904049518 0.6468312605421224 not prognostic RAC1 0.14950219223183298 -0.23284625520065688 0.5318506396643228 0.4434584607310811 0.6890460949193629 not prognostic TTI1 0.2046111783392108 -0.1791243244190537 0.5883466810974753 0.29599052364908873 0.5700157363369094 not prognostic LONP2 -0.2895614315865518 -0.5681924856252684 -0.010930377547835213 0.04166496271967031 0.19267893142004558 not prognostic SCO2 -0.3537494138581799 -0.6639991950165216 -0.04349963269983809 0.02543262016758089 0.14577352647909841 not prognostic NOP14 0.31776302020793934 -0.04345977186204014 0.6789858122779189 0.08467986925477829 0.2846935296425197 not prognostic PHACTR2 -0.05512792414002537 -0.31834677874211054 0.2080909304620598 0.6814464311085832 0.8477129217333813 not prognostic SHB -0.40523348782109925 -0.7162227544893376 -0.09424422115286085 0.010651641519766906 0.09213927200625421 not prognostic TFB2M -0.0689302451774891 -0.3244885525773159 0.18662806222233774 0.597048543078683 0.7984130853149289 not prognostic PSMB4 -0.49883628622635084 -0.850340002200358 -0.1473325702523437 0.005411138048689277 0.06374463019725671 not prognostic PFKFB3 0.2252767278222511 0.0014095653726757806 0.44914389027182644 0.04857482506171516 0.21152257236261474 not prognostic FZD8 -0.04288829078939011 -0.329615856238415 0.24383927465963479 0.7693933200653624 0.8921614291601075 not prognostic METTL8 -0.23573761682347047 -0.6792177949390387 0.2077425612920977 0.29748393119553174 0.5710492358476834 not prognostic UBQLN1 0.04602688334613619 -0.2651866831798056 0.357240449872078 0.7719167819253767 0.8933519840457469 not prognostic GNA11 -0.23553098116332902 -0.6148878175559472 0.14382585522928923 0.22364938136578522 0.4883738808214329 not prognostic FER 0.06741596004714219 -0.14162567818275135 0.27645759827703575 0.5273289301497793 0.7483239676067482 not prognostic RPL34 -0.05147836460043614 -0.4061138944555298 0.3031571652546575 0.7760230589170697 0.8955574176958656 not prognostic HACE1 -0.004158404758384209 -0.38796719964126136 0.379650390124493 0.9830578957357284 0.9937131467225896 not prognostic CCDC23 0.1727247299197218 -0.18129210969672507 0.5267415695361687 0.33893788743427544 0.6078747808892364 not prognostic POMGNT2 -0.04597079941317688 -0.34418189526371806 0.2522402964373643 0.7625463360367414 0.887786390967093 not prognostic MTRR -0.05918104499892797 -0.31268124972752853 0.19431915972967262 0.647265289676877 0.828680986483209 not prognostic INTS5 0.023959337206531196 -0.3738071049432157 0.4217257793562781 0.9060218464356931 0.9590462983138756 not prognostic UCK1 0.22413293258573821 -0.09171919452339186 0.5399850596948683 0.16428095764393835 0.4145454943027565 not prognostic LTC4S -0.2561213226124302 -0.5906071239467163 0.07836447872185587 0.13341327225942423 0.3692269015575348 not prognostic MRPL34 -0.17750434325678408 -0.48106999285025764 0.12606130633668952 0.2517735004121337 0.5208244337314771 not prognostic GUK1 -0.09287083003538787 -0.37866617840976247 0.19292451833898672 0.5241890147497463 0.7463524569106995 not prognostic METTL17 0.14597250977807458 -0.09129547887652428 0.38324049843267344 0.22788954217659937 0.4927058853192693 not prognostic SUPV3L1 -0.16220083039389976 -0.42541072881132497 0.10100906802352544 0.2271200055832198 0.4916357374242183 not prognostic NOP56 0.11858146652042705 -0.20937781011722012 0.44654074315807424 0.4785283337605113 0.7159532373258451 not prognostic GNG11 -0.512862044073013 -0.822171970032479 -0.20355211811354684 0.0011549179216972974 0.028802173128010873 favorable NDUFAF7 -0.12317980376924155 -0.35166351681935853 0.10530390928087545 0.2906700261251662 0.5649953851277927 not prognostic ADSS 0.4084803829910779 0.15093276293764712 0.6660280030445087 0.0018799008239445557 0.037072141138272265 unfavorable MTERF4 -0.056786008617801795 -0.346061817750147 0.23248980051454338 0.700423507055624 0.859026254612192 not prognostic RPUSD4 -0.3701030709907128 -0.62249788888269 -0.11770825309873562 0.004052785429404529 0.055994734489905475 not prognostic HNRNPD 0.1986413731718625 -0.17887103937681528 0.5761537857205403 0.3023984369575917 0.5764047702962143 not prognostic EED 0.3462679728986016 -0.05484410909654891 0.7473800548937521 0.0906501980491321 0.2966342189816812 not prognostic PELP1 0.328365944223451 -0.010862343989412326 0.6675942324363143 0.057800957256448446 0.23154003146173732 not prognostic WIPF1 -0.06408234184415132 -0.37372593364104745 0.24556124995274484 0.6850183939411603 0.8502661418210464 not prognostic TRMT1 0.4648070346204458 0.11431350440990151 0.8153005648309901 0.009343955580670752 0.08545090328268155 not prognostic MRPL38 0.01575265552147756 -0.2735200390339412 0.30502535007689635 0.9150016384755313 0.964673771699415 not prognostic C1GALT1 0.20818718536051345 -0.0157874751701666 0.4321618458911935 0.06848374599671245 0.25430733218936813 not prognostic ORMDL1 -0.3237799314709122 -0.6323027103949967 -0.015257152546827746 0.03969693726445626 0.18695774820025085 not prognostic GBAS 0.27813541097343836 0.056886545882638584 0.49938427606423813 0.013743391274096368 0.1043635132120312 not prognostic MCUR1 -0.3922348485176327 -0.6626125742716382 -0.12185712276362709 0.004464840578534021 0.05776548800522412 not prognostic SMIM19 -0.2990598785853762 -0.6100989967221697 0.011979239551417276 0.05950025405819994 0.2363379656535333 not prognostic TNRC6A -0.18205501129195098 -0.47611489175105826 0.11200486916715627 0.22496522237993538 0.48909996016696494 not prognostic TMED10 -0.13205556692839454 -0.4123339633730279 0.14822282951623883 0.3557707569137193 0.62186950149327 not prognostic ADAM15 -0.007459101493568778 -0.3128332172437166 0.29791501425657907 0.9618164260822009 0.98706355601948 not prognostic RHBDF1 -0.2600356194779875 -0.5637374216559323 0.04366618269995742 0.09331571873895633 0.30226325248548336 not prognostic TXLNG 0.43088587769555275 0.08664614170185997 0.7751256136892455 0.014155513696823885 0.10596514559169251 not prognostic DHX32 -0.18990156869636662 -0.42191983092245805 0.0421166935297248 0.10867326179572735 0.3298141399515752 not prognostic C12orf66 -0.36905107247189717 -0.7500958315596555 0.011993686615861143 0.05766018664741578 0.23128658201358132 not prognostic MRPS6 -0.1239360356897877 -0.39270286675601873 0.1448307953764433 0.36610401828766204 0.6296060844658928 not prognostic ST7 0.23066352922762934 -0.09157194798582458 0.5528990064410833 0.16062069301394774 0.40958047979318546 not prognostic LUC7L 0.26280089763438946 0.0027019944611141877 0.5228998008076647 0.0476670498655169 0.20930019492200724 not prognostic DOLK 0.0022929692325309808 -0.3260060276271133 0.3305919660921752 0.9890779726348581 0.9964234374929543 not prognostic NDUFB5 -0.29142328545967344 -0.6583316091539883 0.07548503823464137 0.11953334113720043 0.3468985423667279 not prognostic SLC25A28 -0.2568855786914594 -0.6302554453043516 0.1164842879214329 0.17750001571497204 0.4313674377568254 not prognostic TMEM126B -0.1255310039827986 -0.40597566811435226 0.15491366014875507 0.3803195630270161 0.641243135175306 not prognostic EZH1 0.23502301227999023 -0.16657816001858045 0.636624184578561 0.25138152317619555 0.5202539937578545 not prognostic KLC1 0.40170540315403014 0.11581942113974764 0.6875913851683126 0.00588729459705677 0.06655170268617332 not prognostic RHBDD2 0.005624218930995622 -0.2883875784758114 0.2996360163378027 0.9700922408044723 0.9897704651763465 not prognostic PRDX5 -0.35608835377229836 -0.6417131976072621 -0.07046350993733469 0.014546128094191393 0.10745172015453427 not prognostic MRPS14 -0.18623819263343436 -0.46395861336196387 0.09148222809509518 0.18873048901841144 0.44536216873532886 not prognostic TRPM4 -0.054395236609165 -0.3632382121669541 0.2544477389486241 0.7299437521823167 0.8734544791884898 not prognostic FKBP4 0.2373724343738008 -0.027848258402903503 0.5025931271505051 0.07940187314776997 0.27373314219945494 not prognostic DDI2 -0.15242337774893625 -0.3940791638222589 0.08923240832438639 0.2163697018336922 0.47949453973194217 not prognostic PARS2 -0.39380750520862623 -0.6587839839655265 -0.12883102645172595 0.0035809556360882535 0.05255786198343956 not prognostic SGPL1 0.002914671689293764 -0.2512325057733156 0.2570618491519031 0.9820668767033214 0.9933843347785375 not prognostic SGTB 0.39908642963820584 0.09796708732520154 0.7002057719512101 0.009387104032372254 0.08575790041002938 not prognostic PDHX -0.3525171309038409 -0.6221721424804426 -0.08286211932723919 0.010399939748835003 0.09110632149835594 not prognostic ANGEL1 -0.07285192359104543 -0.4392214451198082 0.29351759793771737 0.6967322685420339 0.8569644182245953 not prognostic POLR3GL 0.02040912328340994 -0.3847544450053622 0.4255726915721821 0.9213539273980937 0.9684059300299522 not prognostic LRRC41 -0.12662913232281423 -0.43650931269002125 0.18325104804439277 0.42317925996466044 0.6733115184758495 not prognostic NMT2 -0.1480436766890613 -0.3673249061871065 0.07123755280898392 0.18575773010954977 0.4430178363534361 not prognostic IRS1 -0.2234422272248884 -0.4541237375135494 0.007239283063772611 0.057636026878984246 0.2312932983628624 not prognostic THBD 0.04541190514467761 -0.3391206676836939 0.4299444779730492 0.8169538426520189 0.9155323261063368 not prognostic KIFAP3 -0.0006531563871307145 -0.35532618783521064 0.35401987506094923 0.9971201078721317 0.9984583744300632 not prognostic IBA57 -0.3999378164667145 -0.6747284900066595 -0.1251471429267696 0.004336523156513901 0.05777513663730499 not prognostic SPIRE1 0.0324949073051368 -0.2477506470327662 0.3127404616430398 0.8202208996357717 0.9167837346365874 not prognostic SGK223 -0.2523480727674483 -0.6344843829365705 0.12978823740167383 0.1955671403349623 0.4536043024401341 not prognostic ARMC6 -0.09664423447065901 -0.37756701884562704 0.18427854990430903 0.5001364759461078 0.729151908344814 not prognostic PEX12 -0.3169668879355762 -0.5794502940096828 -0.05448348186146962 0.017943002871172637 0.12024229394132382 not prognostic ITPK1 -0.19068291637914797 -0.44538542602102255 0.0640195932627266 0.14228735794726555 0.38140680110834385 not prognostic ATXN7L3B 0.25352338051957696 -0.11195267861139546 0.6189994396505494 0.1739604842572674 0.4263531934178251 not prognostic MTAP 0.011332492440286867 -0.28480273525907507 0.30746772013964885 0.9402116625303346 0.9767596907210588 not prognostic MRPS16 -0.18792395297845585 -0.46301849555826047 0.08717058960134874 0.18060311533121887 0.4355979772522636 not prognostic PITPNM1 -0.17140360033912702 -0.4533273047855244 0.1105201041072704 0.23341172804822644 0.4994587000993717 not prognostic NCOA1 0.03277763570466773 -0.38332816872495873 0.4488834401342942 0.877301460475414 0.9457531578129297 not prognostic MRPS33 -0.14309887858094508 -0.41337654039573435 0.1271787832338442 0.2994071283609059 0.5728984869021565 not prognostic UROD -0.2589950006360261 -0.515633246399134 -0.002356754872918143 0.047932916496436107 0.20974750801201977 not prognostic GRAMD1C 0.01393445316056472 -0.34699804820742414 0.3748669545285536 0.9396832665252658 0.9771178031591992 not prognostic GXYLT1 0.1683967961377582 -0.18004842572421315 0.5168420179997295 0.3435305277695082 0.6118219246310737 not prognostic MAP3K3 -0.18278151892343947 -0.5751405462404815 0.2095775083936025 0.3612138537840167 0.6252798980913189 not prognostic PEX26 -0.29990949597572336 -0.5669850134274333 -0.032833978524013374 0.027741697642606256 0.15181627077888374 not prognostic GET4 0.4576735741431626 0.11542860094235197 0.7999185473439733 0.008767252703355185 0.08210587181290688 not prognostic PER1 -0.12833553996157987 -0.572857861752612 0.31618678182945226 0.5714956304700836 0.7808027437202286 not prognostic ABHD10 -0.30012630497959447 -0.5758502233702842 -0.0244023865889047 0.032889744888694596 0.16702319114491362 not prognostic SEC22A -0.25028777234457 -0.5867483533445568 0.08617280865541671 0.14484423572532348 0.3852615693549677 not prognostic NSL1 0.2562102225020051 -0.030696912451824654 0.5431173574558348 0.08007302295761891 0.2745667462809506 not prognostic SSB 0.3773715932938448 -0.010824501062653091 0.7655676876503427 0.05673950821163366 0.22975523157790873 not prognostic ASPSCR1 -0.05502096455374062 -0.3174066869913533 0.2073647578838721 0.6810765114226114 0.8479596727529746 not prognostic MDH2 -0.4015821510472694 -0.6340420849022083 -0.1691222171923306 0.0007094471656574381 0.023266228842970853 favorable GSDMD -0.19005010292255534 -0.48156877158571787 0.10146856574060717 0.20133350212830925 0.4611253119863783 not prognostic ACBD3 0.24993768815438805 -0.09141218112412691 0.5912875574329031 0.15126054859536114 0.39424619842045655 not prognostic GFOD2 -0.5605511033542574 -0.8712238327473588 -0.24987837396115598 0.00040563518644751715 0.019215089017273125 favorable ORAI1 0.18278311159503996 -0.06842058438188697 0.4339868075719669 0.15383175262378482 0.3993202902988534 not prognostic ATP5C1 -0.5538324644538243 -0.8712833584512564 -0.2363815704563922 0.000627593251431956 0.02177845883748179 favorable HEATR3 0.11357640218789657 -0.1312570671301082 0.35840987150590137 0.363237952035365 0.6270862677540732 not prognostic INPP5A -0.016395912073022382 -0.2889473823662035 0.25615555822015873 0.9061423033551919 0.959060413989719 not prognostic SDCBP -0.017455101823791307 -0.26548173297511235 0.23057152932752972 0.8902923701450103 0.9518494853007258 not prognostic C11orf73 0.03092933615820834 -0.22427341419578337 0.28613208651220007 0.8122393394726548 0.9144842563252865 not prognostic FRA10AC1 -0.045724548426999974 -0.3228882639926348 0.23143916713863488 0.7464368012953417 0.8807127941482861 not prognostic ICT1 -0.031926544333380456 -0.3161373231624641 0.25228423449570325 0.8257382396324676 0.9196211543014657 not prognostic MFSD5 0.14813323800637684 -0.14049287632245672 0.4367593523352104 0.3144523370562072 0.5866413364584753 not prognostic MAP3K5 -0.03906397285518786 -0.281407002346028 0.20327905663565227 0.7520539285857124 0.8838459992948127 not prognostic FBXO18 0.050686505415244026 -0.3270052044662555 0.4283782152967436 0.7925285284007964 0.9042319249104537 not prognostic TM6SF1 0.25701510757487145 -0.0557911469403341 0.5698213620900769 0.10731253995546308 0.32746052154780536 not prognostic PIAS1 0.10928726708753957 -0.37372173552075655 0.5922962696958357 0.6574271537711645 0.8327596643623706 not prognostic SLC26A11 -0.04408228045790048 -0.29247281825766175 0.2043082573418608 0.7279618068515367 0.8723654205249375 not prognostic ZCRB1 -0.27683870328184235 -0.6886415581500748 0.13496415158639008 0.1876355958976697 0.4453609464665527 not prognostic PIK3CG -0.12606181891015253 -0.5739811422707085 0.3218575044504034 0.5812158177992506 0.7875927375142561 not prognostic METTL18 0.13497878148725737 -0.17868914810820816 0.4486467110827229 0.3989940444485973 0.6553281379468523 not prognostic FAM96B 0.08957785440768452 -0.18415037144166468 0.3633060802570337 0.5212626327231256 0.7441977915436363 not prognostic MAPK8 -0.16701134710838536 -0.5336737155424209 0.19965102132565019 0.3719934110972548 0.6341311899378755 not prognostic THOC3 0.7530381052885392 0.32779248300799935 1.1782837275690792 0.0005189782305575951 0.020650720436365105 unfavorable RPL7L1 0.19288633504667255 -0.14506003021911426 0.5308327003124593 0.26328118892047064 0.5351093040646933 not prognostic PPCS -0.33581170858600934 -0.6262451523815986 -0.04537826479042001 0.023439439008120542 0.1406523441284874 not prognostic SMG9 0.1488255390938701 -0.1499154322510333 0.4475665104387735 0.3288629449968011 0.5997779479642208 not prognostic MANSC1 0.15176289482070615 -0.14436011977118518 0.4478859094125975 0.31514704248598285 0.5873254519935479 not prognostic COX16 -0.25258497487311116 -0.6055187918240947 0.10034884207787237 0.1607086936034587 0.40968819300448917 not prognostic POP5 0.07598488088419032 -0.28146886367125634 0.43343862543963696 0.6769456318454898 0.8467021852350755 not prognostic ASNSD1 0.25965923167349914 -0.0791560601663861 0.5984745235133844 0.13308020774651758 0.3685329724573374 not prognostic DSP -0.06762578065950534 -0.3258858460233287 0.190634284704318 0.6077978062153122 0.8040209454854743 not prognostic C2orf47 -0.3909260195577529 -0.6841596152288758 -0.09769242388663008 0.008976784150041798 0.08354381340470293 not prognostic GUCY1A2 -0.09992612801712542 -0.4655718035642095 0.2657195475299587 0.5922127428104813 0.7949146456345186 not prognostic OPA3 -0.4766656178193249 -0.8043175407731877 -0.14901369486546212 0.004353521909161398 0.057573237300918755 not prognostic MMP15 -0.16921569955314017 -0.4678121739896618 0.12938077488338148 0.266689466553914 0.5398306113626933 not prognostic DUSP12 0.332751198623614 0.014637233799867477 0.6508651634473606 0.040350095947352706 0.18834953546227776 not prognostic ALG14 -0.08880283326602338 -0.3825195097472135 0.2049138432151667 0.5534628898184886 0.7677646812124153 not prognostic PDIA4 -0.010648995817257183 -0.2623039121622749 0.24100592052776051 0.9339011771304733 0.9743872787378076 not prognostic ST13;ST13P4 0.07511239000273488 -0.19462598278800097 0.34485076279347077 0.5852177586619453 0.7894311576465867 not prognostic FBXL18 -0.14335605724493944 -0.44165701046419875 0.15494489597431987 0.3462386197940843 0.6143231000825281 not prognostic N6AMT1 -0.25737314585912 -0.53077272213697 0.01602643041872992 0.06502696273559443 0.24752823017507522 not prognostic CMTM4 0.07342348426456584 -0.19492276497716476 0.34176973350629647 0.5917685060786515 0.7945566039175416 not prognostic RB1 -0.002440038180713532 -0.2448146643065379 0.23993458794511083 0.9842576543929339 0.9943645655359893 not prognostic M6PR 0.1893887715987541 -0.08537537939927553 0.46415292259678376 0.17670848659426175 0.43014439382230163 not prognostic KIF2A 0.5635671598654403 0.19132023826879413 0.9358140814620863 0.0030041967069059155 0.04777366450608998 unfavorable EDF1 -0.03055330865645655 -0.3449675396756466 0.28386092236273347 0.8489485598605508 0.9320216378211541 not prognostic ITM2C -0.010074593754392288 -0.35724295828895525 0.33709377078017067 0.9546433002430877 0.9834220995370342 not prognostic TNPO3 0.5903170123424077 0.1807863940587 0.9998476306261155 0.00472532078992596 0.05958562962282693 not prognostic DNAJC7 0.1351131894951187 -0.15311908786401007 0.42334546685424745 0.35821985172746396 0.6233512794005801 not prognostic YIPF1 -0.3675957706121046 -0.7365229351146403 0.0013313938904310763 0.050832534201872975 0.2171296177048515 not prognostic SLC15A3 -0.09614626286741726 -0.35339061463085486 0.16109808889602037 0.4638356340140981 0.7040895950030892 not prognostic RBM4B 0.2608896899643558 -0.2579651295332249 0.7797445094619365 0.3243757195594842 0.5971901742167515 not prognostic ZNF579 0.24612260038050332 -0.05516444955639377 0.5474096503174004 0.10935423061471797 0.33064789824166496 not prognostic UTP18 0.5490483739747734 0.1549315646350568 0.9431651833144898 0.006324851230320027 0.06797886322335558 not prognostic ALKBH6 -0.2085880240948703 -0.4804564023312933 0.06328035414155272 0.13264296326383618 0.36846182131589367 not prognostic AFF4 0.30430399941244357 -0.12211142836476235 0.7307194271896496 0.16190463841076758 0.4113315061553922 not prognostic FARP1 -0.05374694098104196 -0.3121940239379575 0.20470014197587358 0.6835700986521944 0.8492926857109488 not prognostic SLC27A4 -0.050030065626488 -0.29888470280631035 0.19882457155333438 0.6935561192747944 0.8552903492930075 not prognostic CADPS2 0.12271364165669332 -0.10976435824987857 0.3551916415632652 0.30087066728830747 0.5743486320324556 not prognostic WDFY3 0.2481831446190788 -0.02678224269093915 0.5231485319290967 0.07688400972960496 0.26972670027788137 not prognostic XPOT 0.5305154162252238 0.24954612424691935 0.8114847082035282 0.00021498126707068482 0.014581267303665464 unfavorable SP110 -0.1423572552578584 -0.44141706054184426 0.15670255002612746 0.35083327107233286 0.6183091094312196 not prognostic MRPL44 0.04918794645645876 -0.24578181119001255 0.34415770410293006 0.7437922682954835 0.8793308039151544 not prognostic NEDD4 -0.12206849964279587 -0.3582439329832502 0.11410693369765845 0.31105176995648653 0.5840701544505923 not prognostic NOL12 0.26319141949764324 -0.12810169377980363 0.6544845327750901 0.18739982711328457 0.445037308261336 not prognostic HHEX 0.08357663835128394 -0.2289710852794103 0.39612436198197815 0.6002068986978678 0.8008423791418793 not prognostic UQCRC1 -0.396733885053822 -0.658844397463264 -0.13462337264438007 0.0030108597277642896 0.04771013653570564 favorable RGS19 0.17512518777186767 -0.08181880964526236 0.43206918518899773 0.18159776967145744 0.4369376059845629 not prognostic FAM206A -0.18399671700517561 -0.47110719941624846 0.10311376540589723 0.20909554798198224 0.47047812040278636 not prognostic PDK3 0.24612199621190936 -0.0026425744526173134 0.49488656687643606 0.052483843570427485 0.2213320072944123 not prognostic SMPD1 -0.2070836283108808 -0.5060215179048241 0.09185426128306243 0.17454989151394698 0.42721300675898505 not prognostic STAU2 0.1769405353712881 -0.19711607298138858 0.5509971437239648 0.35386185428316064 0.6203495557856152 not prognostic RIPK3 -0.03175364736448172 -0.3350893294842842 0.2715820347553208 0.8374377019809742 0.9256271291155139 not prognostic VIMP 0.031230999340947144 -0.2034615472447151 0.2659235459266094 0.7942341992090042 0.9054856469525295 not prognostic SPAG7 0.11691572674674287 -0.17018483473103657 0.40401628822452235 0.424780820502756 0.6739434141345338 not prognostic PDP2 0.06484435197028174 -0.2523473989437752 0.38203610288433876 0.6886552646453674 0.8525346493874412 not prognostic MEPCE 0.15436794635388126 -0.218788818004883 0.5275247107126455 0.4174803641391899 0.6694790793727686 not prognostic FAM69A -0.014556352547574258 -0.27397605152348753 0.244863346428339 0.9124284516958423 0.9632085754077204 not prognostic OTUD6B -0.027312318364356252 -0.342082993741272 0.28745835701255945 0.864959804412366 0.9399180882272014 not prognostic WDR3 0.3193082422112233 -0.08421414982075809 0.7228306342432047 0.12091984328249605 0.3483254044106136 not prognostic TMCO6 -0.11056215243582096 -0.40533454994002166 0.18421024506837974 0.46225659793742513 0.7033622232042432 not prognostic PIEZO1 0.034003058773299503 -0.24139319342093662 0.30939931096753565 0.808783321435367 0.9125440550486252 not prognostic LRWD1 0.3941363152990018 0.04913967874924369 0.7391329518487599 0.02514733356916587 0.1448803587160502 not prognostic MFSD11 -0.022429586587110178 -0.30699207767062864 0.26213290449640825 0.8772258262238402 0.9457855036346388 not prognostic C2orf43 0.024286111258330148 -0.2526586173626969 0.30123083987935717 0.8635357212560574 0.9390544531040302 not prognostic PTPN1 0.34823572514550283 0.03318821339051364 0.663283236900492 0.030278077359108146 0.16002339232355092 not prognostic PITPNA -0.16123312846539656 -0.5440547857819588 0.22158852885116564 0.4090998692005813 0.6637678740400152 not prognostic SERINC1 0.3334472979586842 0.04925473119833945 0.617639864719029 0.021467805850541307 0.1335658553022212 not prognostic DNAJC5 0.4168240529744025 0.13549764051893848 0.6981504654298665 0.0036847739621097444 0.05320932464962668 not prognostic MYO5A 0.048408017200013365 -0.21353422135819639 0.3103502557582231 0.7171954722997026 0.8671237087777498 not prognostic ALG1 -0.06609686211948489 -0.36335167615157954 0.23115795191260974 0.6629725160609901 0.8363523934470966 not prognostic F8A1 0.13590286379371108 -0.19821810733266232 0.4700238349200845 0.42532883762377116 0.6744543186761642 not prognostic PGAM1 -0.03525972191901132 -0.3324270073469404 0.26190756350891775 0.8161068512086354 0.91584415127487 not prognostic IL13RA1 -0.08185640133144197 -0.4283596589248072 0.2646468562619233 0.6433548716020161 0.8268670923704924 not prognostic PIGX 0.07312368697591398 -0.31398791962994516 0.4602352935817731 0.7112121594045204 0.8642077175826101 not prognostic VAMP4 0.3214912477913714 0.024496487537561673 0.6184860080451811 0.033869309543857945 0.16949800354732264 not prognostic NDUFAF2 -0.3088660878825512 -0.5791648270098094 -0.038567348755292996 0.025115616115237594 0.14479079914985332 not prognostic MRPL3 -0.02150959530513047 -0.3225601411322493 0.27954095052198835 0.8886312373492979 0.9506411121983827 not prognostic FAM57A 0.5723641199665045 0.24713093322712826 0.8975973067058807 0.0005621300412229987 0.021057532464725973 unfavorable TMTC4 0.2979590095235004 0.023680373987281678 0.5722376450597191 0.03323926772393379 0.16765699376472068 not prognostic PBX2 0.17715934997858987 -0.11538090758783001 0.4696996075450097 0.23525369883803135 0.5012437805085423 not prognostic DLST -0.449872109885847 -0.7258470180942166 -0.17389720167747746 0.0013984260127198164 0.032604448155938846 favorable F11R -0.2170870799867312 -0.45665674485902197 0.02248258488555957 0.07572800945764237 0.26851202719773154 not prognostic PIGL -0.05940257232135944 -0.4381781262980702 0.31937298165535133 0.7585564148552506 0.8863685176454005 not prognostic TUBA8 0.03839031753580439 -0.23792748649868664 0.31470812157029543 0.7853849518571004 0.9003266932108348 not prognostic DDX27 0.36963407871394993 0.028578377157951307 0.7106897802699486 0.03365367799600737 0.16898563045331125 not prognostic SLC9A7 0.030122885474124932 -0.33602948807308436 0.39627525902133426 0.871901448365665 0.9436815361723645 not prognostic WWC3 -0.0396176600881039 -0.3049108819234224 0.2256755617472146 0.7697576336155982 0.8923527248168395 not prognostic DPP3 -0.14938009900586904 -0.42629740114329184 0.12753720313155373 0.2903830127608177 0.564560068023366 not prognostic CHMP7 0.18222788817327842 -0.16990833493919075 0.5343641112857476 0.31045543756881977 0.5831950341069332 not prognostic PROSER2 -0.01411030056448191 -0.2921932336744176 0.2639726325454537 0.9207800338659778 0.9681437044277275 not prognostic FAM160B2 0.1322445172554399 -0.17529294221690517 0.43978197672778496 0.39933681557052003 0.6556505611228435 not prognostic CHD1 0.21164271776078508 -0.06642131653411182 0.489706752055682 0.13575518834064149 0.37259846757012977 not prognostic IFNAR2 0.15304532058848577 -0.18433758295583944 0.49042822413281095 0.3739554285453216 0.6359017952072676 not prognostic ERMP1 0.19860749677920903 -0.06426350350516291 0.46147849706358096 0.13865565472140792 0.37640511725917686 not prognostic GPR158 0.47164294701235815 -0.04488995482636199 0.9881758488510783 0.07351328388360026 0.26496152601041595 not prognostic PPID -0.06448934258098961 -0.27856250377982716 0.14958381861784797 0.5548974799856483 0.7690398046921841 not prognostic LMNB1 0.1971386627857402 -0.1118703572655673 0.5061476828370477 0.21115370049543405 0.47249664597241214 not prognostic TXNDC11 -0.11373500383246157 -0.4102760404827912 0.18280603281786803 0.4522180745413876 0.6958935065948855 not prognostic DAXX 0.1623594879159388 -0.19020049700877217 0.5149194728406498 0.36674107804957756 0.6302174417999746 not prognostic BRMS1 0.09120066377759321 -0.10361495240713735 0.28601627996232376 0.35886271068719433 0.6238636599577575 not prognostic RASSF7 -0.09108362827665457 -0.40359160525271626 0.22142434869940714 0.5678292153655374 0.7782876554145218 not prognostic ABCB8 -0.427968720432236 -0.6611369543124943 -0.19480048655197765 0.0003213934810218974 0.01682711014964355 favorable ZDHHC3 0.3016309540611992 -0.09509821865677348 0.6983601267791719 0.13618491255105514 0.3730916530200724 not prognostic RNF34 0.11883626168022705 -0.3291290952413645 0.5668016186018187 0.6031058845442225 0.8027961618085675 not prognostic GRK5 -0.04564921367823564 -0.5070994421303835 0.41580101477391224 0.8462616237848204 0.9302124392566602 not prognostic MRPL43 0.07381719259953023 -0.23122969670860538 0.37886408190766585 0.6352969786671181 0.8205155582814062 not prognostic SLC5A3 0.24238519207757295 -0.12032196983226126 0.6050923539874071 0.19027058778726957 0.4478161336644123 not prognostic LTBR -0.11740839531194523 -0.45493484812297347 0.22011805749908298 0.4953828667997551 0.7264803941782485 not prognostic VASN -0.25409454730098574 -0.5143386499250444 0.0061495553230729305 0.0556648748634935 0.22798153003332905 not prognostic PARK7 -0.09318649503013596 -0.37298462412740174 0.1866116340671298 0.5139083706352436 0.7394763166662385 not prognostic SCRN3 -0.1390276822850126 -0.4128174706570063 0.13476210608698108 0.3196147544466354 0.5924453201989082 not prognostic EXTL2 0.5102670864096245 0.1663759862588562 0.8541581865603928 0.003635123426868687 0.053005309512630876 not prognostic PDXDC1 -0.046351236811221136 -0.27346218590609883 0.1807597122836566 0.6891488139773512 0.8527918910213165 not prognostic NELFA 0.3726269611332819 0.04538409636608448 0.6998698259004794 0.025629235479477677 0.1466188787525646 not prognostic B3GAT3 -0.03796074102407597 -0.31841627833384345 0.24249479628569148 0.7907870679270278 0.9030505891773826 not prognostic KRI1 0.19311773408658825 -0.11798978657430578 0.5042252547474823 0.223743725344898 0.48846075908628916 not prognostic PEO1 0.012515884647076259 -0.3037025817497023 0.32873435104385484 0.9381660399610711 0.9762204272165818 not prognostic EIF4EBP2 -0.26029425628136 -0.6277269323301657 0.10713841976744576 0.164995530845826 0.415178467583665 not prognostic SERPIND1 0.057148660791641236 -0.17050203446284848 0.28479935604613094 0.6227032740185496 0.8123360647367149 not prognostic NUP153 0.26471007883784325 -0.08506597081461248 0.6144861284902989 0.1379951730403628 0.3751809244550161 not prognostic AP2S1 -0.29492768037420225 -0.7410300400730758 0.15117467932467127 0.19505351837425255 0.4531173196690927 not prognostic ALAS1 -0.3706186909913533 -0.6253700434586725 -0.11586733852403408 0.0043526487252345996 0.05764684029145765 not prognostic WDR43 0.5595120017379767 0.1915785205449278 0.9274454829310255 0.0028778428623975057 0.04718924385905653 unfavorable C16orf58 -0.17244649752541355 -0.4108985894768382 0.06600559442601114 0.1563575215894767 0.40330420362736524 not prognostic TIMM17B -0.2808670120470435 -0.5673576269818654 0.005623602887778356 0.054669796413434425 0.22566098999053869 not prognostic FBXO21 0.49844986391399454 0.2087579789814864 0.7881417488465027 0.000745284069178115 0.023494817856872054 unfavorable KAT2A -0.1066338515519132 -0.43214734006275246 0.2188796369589261 0.5208355862848868 0.7438253316332097 not prognostic KIAA1522 -0.00623510174665764 -0.28595773475939323 0.27348753126607794 0.9651529551675969 0.9884482278214933 not prognostic MED27 0.26391041216900246 -0.18748732921173683 0.7153081535497418 0.2518381528369873 0.5208378337605792 not prognostic KLHL15 -0.1756926905676783 -0.5763243605395437 0.22493897940418708 0.39005312229950806 0.6481339279783771 not prognostic PHF14 0.2607337132084997 -0.15133588332146086 0.6728033097384603 0.21491940002895657 0.4773439316445667 not prognostic LAMTOR4 0.11636343266783504 -0.21794645402611595 0.45067331936178606 0.49510884010898304 0.7265545722825316 not prognostic CDK2 0.48662691599764923 0.20046188461620068 0.7727919473790978 0.0008593309486061491 0.0252248851897405 unfavorable RSL24D1 -0.1259606660905943 -0.4398433591038389 0.1879220269226503 0.4315566505176379 0.6801138341989812 not prognostic SARS2 -0.005510877157276703 -0.21636197949335273 0.2053402251787993 0.9591451990347533 0.9856780265103473 not prognostic RNF113A 0.16920892659114933 -0.12283884735033374 0.4612567005326324 0.2561326829644341 0.5255915449416866 not prognostic CAPN15 0.07995606124912742 -0.5836952850143038 0.7436074075125587 0.8133282784310523 0.9144453192004535 not prognostic NUDT3 -0.09413639748301267 -0.43051835365491825 0.24224555868889291 0.5833518010387716 0.7883394225962449 not prognostic HEATR1 0.6185196298819112 0.23579285825506885 1.0012464015087537 0.001537707028894108 0.03416151620270211 unfavorable STAT3 -0.025143958545215523 -0.25486200839302287 0.20457409130259183 0.8301343181596708 0.9224516011522319 not prognostic NPTN 0.27692998609597314 -0.05968924737983938 0.6135492195717857 0.10686979099818303 0.3268893880446644 not prognostic ADRBK2 -0.001701946191192203 -0.340397322402854 0.3369934300204696 0.9921418975072922 0.9970419136135129 not prognostic RCHY1 0.13096269857088114 -0.22803964847118327 0.4899650456129455 0.4746167983901809 0.7128408314019945 not prognostic TMEM18 -0.044974438282610475 -0.406724871971757 0.316775995406536 0.8074852297252505 0.9121139618635083 not prognostic NAGLT1 0.11658879046865471 -0.2502903617542666 0.48346794269157606 0.5333846196703438 0.7515568932811754 not prognostic MSN -0.1300363172664223 -0.37392668588175326 0.11385405134890861 0.2960209545055319 0.5699517431587156 not prognostic MINPP1 0.03357744074677167 -0.19387822436772634 0.2610331058612697 0.7723260749042916 0.8935946431401037 not prognostic EXT1 0.3002791783581303 0.029809193917983423 0.5707491627982771 0.029557005418255358 0.15789013693892617 not prognostic KANSL3 0.14966835404479245 -0.24905160317955738 0.5483883112691423 0.4619036549881418 0.7033033032498015 not prognostic TNPO1 0.5742317811147564 0.146011158881781 1.0024524033477318 0.008582378897443205 0.0813100934061471 not prognostic NR1H4 -0.4189497134528927 -0.7653300325800046 -0.0725693943257808 0.017759632279979235 0.1196403218981596 not prognostic CCDC91 0.07008521357968454 -0.16849376868937116 0.3086641958487403 0.5647766781267642 0.7767197541119694 not prognostic CISD1 -0.17150309805249447 -0.39916656307932474 0.05616036697433577 0.13981585508577346 0.37840730065989414 not prognostic ARHGEF17 0.0935014567979879 -0.2345559397830977 0.42155885337907345 0.5764209524395079 0.7843004235852453 not prognostic NME3 -0.2773331502753831 -0.5072509570291127 -0.04741534352165347 0.018070899190885056 0.12073788093730889 not prognostic IDH3G -0.22788115481004093 -0.48111106434702455 0.025348754726942674 0.07777101715485876 0.27124422149881205 not prognostic METAP1D -0.10686372541130194 -0.37326532728209255 0.15953787645948864 0.4317412810884639 0.6802850562451631 not prognostic CAMKK2 -0.22645205977279217 -0.6394465479231412 0.18654242837755683 0.2825169746705122 0.5548090533505364 not prognostic CLN5 -0.050266407590345494 -0.3005184113534369 0.19998559617274586 0.6938139464204468 0.855490464440471 not prognostic MAP7D1 0.07845143655430198 -0.25873373689921403 0.415636610007818 0.6483781397538082 0.8292756407451207 not prognostic PECAM1 -0.1167254330087084 -0.4154647014245487 0.1820138354071319 0.4437891129207706 0.6890814998230418 not prognostic AKT3 0.0910520225485891 -0.19709933982710323 0.3792033849242814 0.5357037813418435 0.7526923971050729 not prognostic UBE2E1 0.4228213711329711 0.0005046808372622946 0.8451380614286799 0.04972684593104034 0.2142466080946122 not prognostic DDR1 0.22951191426136994 -0.10991823381425656 0.5689420623369964 0.18508308687274672 0.44211549540333545 not prognostic COPRS -0.09329530904681106 -0.3608831206633669 0.17429250256974482 0.49438732473696434 0.7259717432130625 not prognostic PMVK -0.22725808106449996 -0.4966521005729848 0.04213593844398489 0.09824828834473429 0.31147908128555457 not prognostic FRK -0.2584405087969603 -0.48338303361792934 -0.03349798397599127 0.02433252140448258 0.14313341927354303 not prognostic LEO1 0.27039734088184747 -0.10994903570801312 0.6507437174717081 0.16350330885452058 0.4131654316044377 not prognostic PPFIBP2 -0.12918018408581716 -0.43974804474005896 0.18138767656842464 0.41493279777823655 0.6677859677347747 not prognostic LMBRD2 -0.21436551243291097 -0.48233021501648804 0.05359919015066611 0.11689852545528055 0.34359569875283213 not prognostic TRIM5 -0.18584610414880393 -0.5185161030075114 0.14682389470990354 0.27354558086999625 0.5465417508433555 not prognostic GEMIN6 0.21497748005353245 -0.21336003026048272 0.6433149903675477 0.3252716407058983 0.5978560868897367 not prognostic ARMT1 -0.14575771858166206 -0.40554777056156277 0.11403233339823862 0.27148171462953147 0.5446058236787352 not prognostic STARD4 -0.011741581939761872 -0.27726967869120167 0.2537865148116779 0.9309345489137489 0.9731064817775592 not prognostic GAN 0.08683317339505504 -0.15930840919048223 0.33297475598059234 0.4892948000322257 0.7234775135736609 not prognostic NPRL2 -0.15592914998645774 -0.4811928414698286 0.16933454149691313 0.3474263202206801 0.6153329070100393 not prognostic SH3TC1 0.1688093795743544 -0.09479269878260979 0.43241145793131863 0.20942409824552502 0.47050789249490227 not prognostic MED9 0.26804071312621885 -0.18129374008784954 0.7173751663402872 0.2423335484896971 0.5095378721531841 not prognostic FPR3 0.03478746379798428 -0.2261527676510703 0.2957276952470389 0.7938656179043901 0.9052959975924092 not prognostic MRPS28 -0.151136176759859 -0.4264899355468861 0.12421758202716807 0.2820233900653619 0.5542044361841935 not prognostic HMGXB4 0.6296027245526812 0.21513770767479545 1.0440677414305668 0.0029077191150539464 0.04724647774424316 unfavorable ARMC5 -0.18708672365327125 -0.47036004693988054 0.096186599633338 0.19550992336843684 0.4537066728661521 not prognostic BMP2K 0.06179923211855742 -0.3391030569666068 0.46270152120372166 0.7625536090414067 0.8876794255295428 not prognostic ATP2B1 0.3615475207465017 0.12226381460282837 0.600831226890175 0.003062216818845282 0.04793011744601715 unfavorable FAM210A -0.18796562177461604 -0.4574211052120499 0.08148986166281783 0.1715552849994576 0.4233556964167982 not prognostic ADD1 0.12736626140024032 -0.1214316647239862 0.37616418752446684 0.31568836330416084 0.5878448245969534 not prognostic NTHL1 -0.053591996783747584 -0.29033917469724724 0.18315518112975204 0.657278857388051 0.8329253517615316 not prognostic MYO6 0.12318899506235079 -0.11426032043069984 0.3606383105554014 0.30923349417368534 0.5826110002813562 not prognostic STX6 0.33432512433739925 0.010374499037290763 0.6582757496375078 0.04310081554727052 0.1964773938873284 not prognostic CDIPT 0.0829323388686015 -0.13500691887391825 0.30087159661112123 0.4557735504910595 0.6988423698486822 not prognostic POLD2 0.12211639368706874 -0.16777030028438222 0.4120030876585197 0.40900504203594845 0.6637343014949876 not prognostic PIN1 -0.11219150083313774 -0.3915495854110168 0.16716658374474136 0.43120540910906835 0.6796799344636425 not prognostic PLCH1 -0.13831313746830426 -0.4144288754082363 0.1378026004716278 0.32620135678977674 0.5978466217684486 not prognostic TBP;TBPL2 0.30464715396273534 -0.07479073903778571 0.6840850469632564 0.11557142949303377 0.3418272243974666 not prognostic HIRIP3 0.07068797053606582 -0.1468609309410833 0.2882368720132149 0.5242229776760928 0.746163484758992 not prognostic RBM42 -0.013915417252269724 -0.3451890312152322 0.3173581967106927 0.9343843948413295 0.9747778474731325 not prognostic DEK 0.34685130614271653 0.030821657891076604 0.6628809543943565 0.03146713601507016 0.163508571528104 not prognostic SLC9A1 0.09933189256537081 -0.23974852265237126 0.4384123077831129 0.5658584953309389 0.7765375703093035 not prognostic CTNNAL1 -0.011696697981625766 -0.27292942666479303 0.2495360307015415 0.930069491726126 0.9728837667278895 not prognostic MOB4 0.4970534508902504 0.04651611075631423 0.9475907910241865 0.030593354903633522 0.16121383546334958 not prognostic ERG -0.37670827699678827 -0.7670811789424721 0.013664624948895476 0.058576658437761456 0.23360214832662732 not prognostic PLEKHJ1 0.283169936275961 -0.11517276172945123 0.6815126342813732 0.1635351647289361 0.4131293255694596 not prognostic RPS29 -0.4836360720582905 -0.8729101389687861 -0.09436200514779491 0.014888942826104149 0.10890580483832553 not prognostic GRAMD1A 0.0744332200571632 -0.27830229604302603 0.4271687361573524 0.6791774122495298 0.847599020333153 not prognostic NHSL1 -0.1310420771772855 -0.39745699265041073 0.13537283829583974 0.33502000725463005 0.6043590821984087 not prognostic PAF1 0.37009132932950145 -0.03888338155740728 0.7790660402164102 0.07612604755360848 0.2690708660668996 not prognostic FMNL2 0.4898595307859356 0.2351201216673836 0.7445989399044876 0.00016391782498722876 0.012873300764128588 unfavorable KIAA0195 0.07897281346347919 -0.24359547022543193 0.4015410971523903 0.6313352047179498 0.8178764415916372 not prognostic WDFY1 0.40225136078156243 0.07535342946736467 0.7291492920957602 0.01587588450098083 0.11298632268464338 not prognostic 43164 -0.4529198127197507 -0.7744855825323054 -0.13135404290719593 0.005769965535308116 0.06605946475398154 not prognostic APPBP2 0.07607040308227075 -0.307044299168484 0.45918510533302553 0.6971532870729091 0.8572467214893223 not prognostic C12orf43 -0.18769444671648733 -0.4807109009991255 0.10532200756615084 0.2093069689264954 0.4704808668839852 not prognostic FBXL15 -0.07904524532746703 -0.4490263366015349 0.2909358459466008 0.6754062541449797 0.8458402844257943 not prognostic MRPL19 -0.10116082083564643 -0.40652836463400965 0.2042067229627168 0.5161520635064958 0.7406811066795411 not prognostic LIPT2 -0.3470766135970605 -0.6170944529866409 -0.07705877420748003 0.011758629448327111 0.09667126671338165 not prognostic KRAS -0.24389299012388993 -0.6904778538207492 0.20269187357296936 0.28444228284404627 0.557245461335393 not prognostic ATAD3A 0.016684115315608712 -0.19182074125156204 0.22518897188277945 0.8753771336149996 0.9449302480413662 not prognostic RAB11FIP1 0.21220639185651624 -0.04485098116827574 0.4692637648813082 0.10566422765368975 0.3243098492229977 not prognostic FOXP1 -0.17249680488729646 -0.6842889065954048 0.33929529682081183 0.5088717986501047 0.7368476812735545 not prognostic SIRPA 0.09304601231664127 -0.13356016284106964 0.3196521874743522 0.4209499167596993 0.6714349910474947 not prognostic WHSC1L1 0.1382129274514067 -0.18621711278753625 0.4626429676903496 0.4037293771217412 0.659355912690797 not prognostic MTG1 0.09630857518496717 -0.1719766360733278 0.3645937864432621 0.48169151451567793 0.7178069456489455 not prognostic LMBRD1 0.0762235330277169 -0.16998520950078777 0.32243227555622156 0.5439946616210204 0.760403466899765 not prognostic SLC4A2 0.21609324758406334 -0.03355499664294451 0.46574149181107116 0.08978612459473152 0.2948845097199675 not prognostic METTL15 -0.2366173584436597 -0.5056239733910296 0.032389256503710245 0.08471180498766298 0.28469399026071573 not prognostic TMA16 0.10390916745451727 -0.17581847499545228 0.38363680990448684 0.4665774742656351 0.7059773748690605 not prognostic RBMX2 0.11850886029170393 -0.32470522014717246 0.5617229407305804 0.6002331569873677 0.8007580769643724 not prognostic FNDC3A -0.15290718798895117 -0.3925934260107231 0.08677905003282077 0.21117035944163054 0.47241584909568174 not prognostic PTGES3 -0.027985164325596328 -0.39362435829348447 0.3376540296422918 0.8807559085556866 0.9470823503842256 not prognostic PSPC1 0.2616516878273045 0.008262149427045673 0.5150412262275634 0.04298336712809546 0.19634188056012175 not prognostic TEFM -0.26813918746829235 -0.5318928455975409 -0.004385529339043848 0.04631041299568597 0.20576532384634072 not prognostic TMEM185B 0.1407582959662725 -0.15557881343574562 0.4370954053682906 0.3518686779962551 0.6194023346638757 not prognostic SYTL1 -0.21144193357102117 -0.6092807447620703 0.18639687762002796 0.29756258051859663 0.5710777670703099 not prognostic NCOA5 0.6694878987033601 0.2397020145447275 1.0992737828619927 0.0022650294159772826 0.04096728961867598 unfavorable TSN 0.13481426275522362 -0.1383313967120205 0.40795992222246774 0.3333624259048579 0.6031919561694002 not prognostic FBXW5 -0.2935711412930637 -0.7991896726764949 0.21204739009036744 0.25512463216193043 0.524966865489718 not prognostic LPCAT4 0.4844511856735121 0.1566469784963309 0.8122553928506933 0.003772699731128709 0.05352928794420813 not prognostic GPR116 -0.04497585108036361 -0.39308620879850503 0.3031345066377778 0.8000925663831744 0.9091545560132708 not prognostic PTPRM -0.09536778002341792 -0.4463132027591785 0.2555776427123426 0.594302843418854 0.796168391011372 not prognostic OCRL 0.383606120249406 0.12734335214278736 0.6398688883560246 0.0033471164761912286 0.05096383301248311 not prognostic ITIH4 -0.04922013522814935 -0.29317596451293093 0.19473569405663224 0.6925188009904398 0.8551890793472287 not prognostic ADPGK 0.16026823782530578 -0.13464334756567067 0.45517982321628225 0.2868158822049282 0.5593253307298458 not prognostic MRPL37 0.007019863312396369 -0.30209483647635893 0.3161345631011516 0.9644979223377259 0.9882295603902106 not prognostic PHF20L1 0.13194668504789786 -0.2141137152773126 0.4780070853731083 0.45488281788263174 0.6979547332481922 not prognostic NXT1 0.2528822872993064 -0.0773962415159824 0.5831608161145951 0.13344007774979036 0.3690729119845144 not prognostic AGPAT3 -0.20493678066347576 -0.47794195969950726 0.06806839837255574 0.14121377657647666 0.3800080978927549 not prognostic NOSIP 0.023894377704189236 -0.31798925953747226 0.3657780149458507 0.8910445250447407 0.9520851691998525 not prognostic SNRPD1 0.41118335761581604 0.1119818694149971 0.710384845816635 0.00707023433520884 0.07259152293936325 not prognostic ZCCHC17 0.28333556473504173 -0.05062489534068626 0.6172960248107697 0.09634165490721824 0.30728423098835944 not prognostic GSTCD 0.348899915455012 0.013549903571019817 0.6842499273390041 0.041434377474235125 0.1919099749233456 not prognostic MRPL2 0.01815284460274093 -0.279396122424811 0.3157018116302928 0.9048211455253328 0.9580018585487587 not prognostic ZKSCAN1 -0.11136505543257459 -0.3474505220507468 0.12472041118559761 0.3552029420766838 0.6214836701998339 not prognostic HEXA 0.11198403470837832 -0.11241328347045053 0.33638135288720716 0.32802121397445133 0.5993416181047475 not prognostic PDRG1 0.20976752720537556 -0.16334919507414297 0.582884249484894 0.27050575203653754 0.5437444988736239 not prognostic SLC8B1 -0.1292486202723746 -0.4765315233524873 0.21803428280773807 0.46573150083046455 0.7054126420123751 not prognostic TMEM184C 0.2064561838713423 -0.09022084405409875 0.5031332117967833 0.17258961261264077 0.42485422098459524 not prognostic DAPK1 -0.278591747053132 -0.5654862421925122 0.008302748086248202 0.05700891240808506 0.23011758015761297 not prognostic FAM76B 0.15261195169889605 -0.20132336945147986 0.5065472728492719 0.3980499780934146 0.6542576563007785 not prognostic PDLIM1 -0.01717331809180757 -0.2494650167239606 0.21511838054034543 0.8847897658553099 0.9486853621200706 not prognostic RALBP1 -0.44837606959513965 -0.8297794594479246 -0.06697267974235466 0.0212156480095983 0.13282775988107243 not prognostic STUB1 -0.21887589901200982 -0.43709130632812976 -0.0006604916958899143 0.049310581403992644 0.21348048129107647 not prognostic ILF3 0.6247776647933021 0.19003879500495074 1.0595165345816535 0.0048515394422072936 0.06032754531400264 not prognostic ITPR1 -0.07144804665857812 -0.32481948664117233 0.18192339332401608 0.5804764128089483 0.7868289665221067 not prognostic CCDC59 0.8915718111716708 0.38899489897770023 1.3941487233656416 0.0005071002812050619 0.020268164364414816 unfavorable CDC42EP5 -0.15527661701800002 -0.6005418781071401 0.2899886440711401 0.494294112320248 0.7259539349742751 not prognostic FLOT2 0.08331028497896781 -0.15740624992643074 0.3240268198843663 0.4975627157882281 0.7276509301620395 not prognostic GUF1 -0.17004430681688876 -0.39962677461235696 0.059538160978579474 0.1465900693991024 0.387945873878263 not prognostic THOC7 0.4518526408950906 0.03472927921225005 0.8689760025779312 0.03374139732443293 0.16914150629655547 not prognostic WDFY2 0.22624663629694225 -0.1473301567109901 0.5998234293048745 0.2352280370815424 0.5013084065677337 not prognostic ISCA2 -0.20411932173096534 -0.42817267687598554 0.019934033414054864 0.07416632624880123 0.26560444756220697 not prognostic PEX19 -0.2674971495790073 -0.523029502988178 -0.011964796169836645 0.04019538298500343 0.18801946910383266 not prognostic OXR1 -0.0647501049534806 -0.2947392459234792 0.16523903601651804 0.5810857873599797 0.7875357333081894 not prognostic LYN 0.04952380535875882 -0.18584693799881036 0.284894548716328 0.6800525515575295 0.8479819629658164 not prognostic POMT2 0.08548434977620088 -0.3503915734929761 0.5213602730453779 0.7006895800404143 0.8591172021503464 not prognostic WRB -0.09064319521362903 -0.43159152410507123 0.2503051336778132 0.6023191276548121 0.8022259967113259 not prognostic IMMP2L -0.2994578546445064 -0.7090034625752044 0.11008775328619158 0.15182451769000427 0.395140961301921 not prognostic FLOT1 0.07591311020004589 -0.15770327993196537 0.3095295003320571 0.5241992316929751 0.7462483258621729 not prognostic CNPY2 0.11199368987600522 -0.14705044385016897 0.3710378236021794 0.39679457561442955 0.6533937530763265 not prognostic MRPS24 -0.14976021669196662 -0.4489992882498953 0.14947885486596205 0.32664036694318865 0.5980391012765579 not prognostic ORMDL2 -0.256494166566298 -0.5824423939483885 0.06945406081579258 0.12299372102907583 0.3516968330799476 not prognostic PTDSS1 -0.06022708513201679 -0.3219410593233877 0.20148688905935408 0.6519622434059086 0.830301275279246 not prognostic UBXN2B -0.1113291838786999 -0.4276902827854513 0.20503191502805151 0.49036906595060037 0.7237511123402119 not prognostic MTR -0.17529386104759132 -0.44150232569513925 0.09091460359995662 0.19684109988102366 0.4554971225729659 not prognostic TASP1 0.12242026402796538 -0.26168037163390934 0.50652089968984 0.5321822584932793 0.7505714808270839 not prognostic SENP2 -0.19106516285212538 -0.4915083830345965 0.10937805733034572 0.2126073120973731 0.4745632673168241 not prognostic RPRD2 0.3163161569321206 0.015497195113846896 0.6171351187503944 0.03930925807134746 0.18562014109323516 not prognostic TOR2A -0.10710342628251276 -0.4028411916714171 0.18863433910639157 0.4778193773114867 0.7154903637848705 not prognostic RGS14 0.042950581797787206 -0.23483486611197008 0.3207360297075445 0.7618552871006142 0.8873280064279692 not prognostic TMX2 -0.13537519953109878 -0.3906068291269905 0.11985643006479296 0.29854086749971387 0.5722193077981028 not prognostic ADAL -0.19701161610158296 -0.4434243309221733 0.049401098719007386 0.1171081010488441 0.3437602717017381 not prognostic UTP6 0.39357527005959714 0.03657543621429704 0.7505751039048972 0.030713365243922278 0.1611821565233506 not prognostic IL6ST -0.20146427683793428 -0.5165156399341551 0.11358708625828656 0.21008632552592224 0.4714042286800957 not prognostic PPP2R1B -0.27492389176710075 -0.5039801277338437 -0.04586765580035779 0.01865072588257477 0.12241931732162163 not prognostic COA3 -0.2873445655045977 -0.529459901887676 -0.04522922912151936 0.020013102982465104 0.12871933261638654 not prognostic DNPH1 -0.24463921990438675 -0.5418371710593217 0.052558731250548274 0.10666867519512689 0.32672071468421865 not prognostic TOMM40 0.005088995227914811 -0.34041770390868975 0.3505956943645193 0.9769694980048006 0.9914767530760576 not prognostic ECSIT -0.20457078584389998 -0.49174407954816307 0.0826025078603631 0.16265425588856597 0.4122999866846917 not prognostic SPCS3 -0.3392016822305489 -0.6712382182038699 -0.007165146257227917 0.04525690314000571 0.20279532222846403 not prognostic SIL1 -0.0752068452986999 -0.33581487983798347 0.18540118924058363 0.5716584124349344 0.7809059759734465 not prognostic SYNE3 -0.3004422415786526 -0.6490724623951818 0.048187979237876544 0.09120869511508249 0.29780869706977886 not prognostic NME6 -0.1090942232431269 -0.3875591715731762 0.1693707250869224 0.4425732373078072 0.6882678814689591 not prognostic LASP1 -0.04709355510235083 -0.3237229001574493 0.22953578995274762 0.7386319773356502 0.8764707876853647 not prognostic TOX4 0.29645385314383604 -0.12402155609431231 0.7169292623819844 0.16701416146844195 0.418025660505161 not prognostic SRSF3 0.14798964991836996 -0.22961334310432543 0.5255926429410653 0.4424002065573329 0.6882378886720768 not prognostic EIF1B 0.04289628081807223 -0.250975199495803 0.33676776113194745 0.7748053497588483 0.8950751350181895 not prognostic CARD9 0.14466089954647826 -0.17747711392560395 0.46679891301856047 0.3787774158949364 0.6398479631145972 not prognostic PDXP -0.18929559979137203 -0.4657189300071498 0.08712773042440572 0.179534481954652 0.43407297243856313 not prognostic KIF1C -0.04249518745276138 -0.3852625334837434 0.30027215857822065 0.8080131452822492 0.9123649501465477 not prognostic PEPD -0.27042543682873643 -0.5635935405837884 0.02274266692631549 0.07061914442779002 0.2581679052927742 not prognostic ALS2CL -0.25325685626054417 -0.5375394838890115 0.031025771367923116 0.08080065339822416 0.27621544477827453 not prognostic GAB1 0.07819087871286366 -0.2672932851364871 0.42367504256221444 0.6573432524841337 0.8328890658775049 not prognostic KIAA0020 0.3272695113540545 -0.0017988430362140817 0.6563378657443231 0.0512655889367253 0.2183543376548533 not prognostic ARHGAP24 -0.4797923393113658 -0.9261305746662551 -0.03345410395647641 0.03512903090608098 0.17290281127110665 not prognostic MLX -0.2762564694329273 -0.530844512370235 -0.021668426495619675 0.033438375752748294 0.1683767031014373 not prognostic UTP14A 0.28332165286857613 -0.09589836338718866 0.6625416691243409 0.14310597226927477 0.3823419187486771 not prognostic GTF2H4 0.4416533264649817 0.02119049674434359 0.8621161561856198 0.03951893163726055 0.18631542651310887 not prognostic ISCU -0.09974562546785767 -0.3831972197746911 0.18370596883897575 0.49038005003186325 0.7236480283394218 not prognostic MFSD10 0.31033432153102514 0.04603438195126519 0.5746342611107851 0.021372405424687563 0.13343594544437082 not prognostic PTPRE 0.1991731770181759 -0.052736431720403015 0.45108278575675487 0.12122504130745018 0.34875571813162 not prognostic SERAC1 -0.4489229226973805 -0.7257260055816366 -0.17211983981312434 0.001479393297096637 0.033874701250399465 favorable CHCHD5 -0.2952689912316294 -0.6169000558637264 0.02636207340046759 0.07196838026074923 0.2609691812371356 not prognostic GALNT1 0.3605928582649267 0.041488810841187274 0.6796969056886661 0.02677436096869874 0.1495388981614222 not prognostic TIMP2 0.1701691511069468 -0.08315775089677713 0.42349605311067073 0.18797908256085427 0.44523193813950485 not prognostic FAM63A -0.33176864237276454 -0.6208462810686539 -0.04269100367687512 0.024486322042567107 0.1433787058516045 not prognostic PHF10 0.09967837512444523 -0.26493687379327513 0.46429362404216556 0.5920869722302594 0.7948649966078142 not prognostic TTC1 0.07488823783447676 -0.27302862077286494 0.4228050964418185 0.6731145292491387 0.8442693163865983 not prognostic ATF7IP 0.3206273734469091 -0.044081034462738866 0.685335781356557 0.08487587311892524 0.28513834597888843 not prognostic CYTH1 0.2289567988852872 -0.07532931365944451 0.5332429114300189 0.14027876466840816 0.3786300211263968 not prognostic POMT1 -0.046667413873629285 -0.3546353520552727 0.26130052430801415 0.7664665765556318 0.8906132718887179 not prognostic KATNAL2 -0.10545286719427195 -0.41187479618760237 0.2009690617990585 0.4999888591313152 0.7290554162545058 not prognostic BYSL 0.1625807408604881 -0.1360226131705722 0.46118409489154844 0.28590739160329304 0.5582832883368118 not prognostic ZFAND6 0.07273835440059326 -0.22469959555788635 0.3701763043590729 0.6317191347628749 0.818255412837387 not prognostic EPS8L2 -0.05326332377015315 -0.29274161094672596 0.1862149634064197 0.6628922852927622 0.8363690290623027 not prognostic SPPL2A 0.0057431867947901755 -0.28013722281242254 0.2916235964020029 0.9685916956097248 0.9893669652930823 not prognostic CFDP1 0.15813729013002642 -0.13236301830075176 0.4486375985608046 0.2860036033840497 0.5583493809632352 not prognostic CLPP -0.26521526242923554 -0.528307028722669 -0.0021234961358020943 0.04817930657156413 0.21072268282130613 not prognostic PEX7 -0.3919534409418263 -0.6498099250321682 -0.13409695685148448 0.0028897065234993777 0.047210843987025415 favorable FLT4 -0.5408823666096709 -0.9770112305704061 -0.10475350264893579 0.015068587105748326 0.10968216289249169 not prognostic RARA 0.4268088878138066 -0.09842351436763158 0.9520412899952448 0.11123075460730297 0.3328372145719196 not prognostic EPB41 0.027626254296665157 -0.22838779010052346 0.28364029869385377 0.8324986771814988 0.923817632226817 not prognostic ZNF281 0.30521901555161085 -0.027087903542623082 0.6375259346458448 0.0718293668334347 0.26088775710334317 not prognostic WDR46 0.46913421439389796 0.10098373031894953 0.8372846984688465 0.012504340569093522 0.09924766056302686 not prognostic RNASEH2A 0.3157433286467638 0.03785865671757083 0.5936280005759568 0.025948142485258962 0.14684811610020448 not prognostic PVRL2 0.0485424956153923 -0.2208289238086717 0.3179139150394563 0.7239397385278574 0.8703414098348204 not prognostic SAMD4B 0.29549310570049153 0.0006873721618879114 0.5902988392390951 0.049468213896417125 0.21385268904617213 not prognostic CRLF3 0.2633323295300562 -0.048106318224885314 0.5747709772849977 0.09747531203002185 0.3101266768318357 not prognostic KIAA0930 0.3916204802342515 0.10351906356675394 0.6797218969017491 0.0077169880024911324 0.07668167989600788 not prognostic ATP8B1 -0.18907775430876994 -0.45034141356505375 0.07218590494751387 0.15606372482170855 0.4030108244386376 not prognostic AP3S1 0.24869195350055054 -0.13924136502260717 0.6366252720237082 0.20894496664613058 0.47049403581056515 not prognostic MAST3 -0.22286276588984563 -0.5423182561161279 0.0965927243364367 0.1715200102391496 0.4235021102236918 not prognostic PPCDC -0.023976358275879118 -0.34785320158196464 0.2999004850302064 0.8846361386683159 0.9486342495505369 not prognostic MICU1 0.027079573414707136 -0.25301991436092425 0.3071790611903385 0.8497117670466521 0.9322879228392985 not prognostic SOWAHC -0.15935921345582751 -0.4539753006551319 0.13525687374347686 0.28907470547799663 0.5626273561183704 not prognostic BMI1 -0.3266076584959755 -0.6751985828350477 0.021983265843096678 0.06630408454960322 0.25047277171839566 not prognostic SESN1 -0.1354473692995952 -0.4675431250437675 0.19664838644457708 0.42406790375329906 0.6734090000537933 not prognostic TIMM21 -0.16958074489519503 -0.3938131535510425 0.05465166376065242 0.13826943993094512 0.3758124759264577 not prognostic MIEF2 -0.3543365200692501 -0.7247601623208348 0.016087122182334712 0.06081408596987035 0.23911660592369313 not prognostic ATP1B1 -0.45560876152762536 -0.7296456171684054 -0.1815719058868453 0.0011196302612645613 0.028804740600866716 favorable ZNRF2 -0.332196248478221 -0.6542650957916859 -0.010127401164756078 0.04321823746585767 0.1967121911702205 not prognostic PAWR -0.2539670969140422 -0.530265808895479 0.022331615067394728 0.07161599535690759 0.2604297345371217 not prognostic CASP7 -0.05596085276555111 -0.31994894039642685 0.20802723486532462 0.6777919801768981 0.8470507535627818 not prognostic TDP1 -0.14655453688574477 -0.48848751427525866 0.19537844050376912 0.4008790140690467 0.656617236180054 not prognostic PIGU 0.48331466517088 0.180396702561471 0.786232627780289 0.0017649115557872327 0.035749441536115596 unfavorable MAP2K1 0.129644828958952 -0.23814866285440864 0.49743832077231265 0.4896443255604056 0.7231583053022619 not prognostic SLC25A45 -0.21338391771757473 -0.4839436177270805 0.057175782291931015 0.12215858339883354 0.35009148436932036 not prognostic FARSB 0.4614339812268824 0.07989435011850121 0.8429736123352636 0.017769801974643253 0.11961882487141433 not prognostic POU2F1;POU2F3 0.5600222925444864 0.21342031479995555 0.9066242702890173 0.001541195807924214 0.03415427244639973 unfavorable ORC2 0.17777309855714576 -0.18306114013942473 0.5386073372537162 0.3342342069881271 0.6039150060877301 not prognostic TANGO2 -0.006319039326238693 -0.32816539409088213 0.3155273154384048 0.969303882997878 0.9897556642883213 not prognostic DHX9 0.6512299156746106 0.18001436839340923 1.122445462955812 0.0067544955527855085 0.07097769798601955 not prognostic MRPS34 -0.2615603730212331 -0.5362374399550661 0.013116693912599953 0.061989681751849574 0.2409872430413848 not prognostic CWC15 0.05785409728104484 -0.3029189160766782 0.4186271106387679 0.7532911165102242 0.8844872611299721 not prognostic IRF2 -0.14157728679852133 -0.4886005462807657 0.20544597268372305 0.4239315900821562 0.6735509362920221 not prognostic SEC61B -0.2316977793857336 -0.6289373203231174 0.1655417615516503 0.25296072470685765 0.5219537608436268 not prognostic GUCD1 -0.21323901213552748 -0.5104454326885219 0.08396740841746697 0.1596556396624152 0.4079329172082201 not prognostic SMAP1 0.26856676121565703 -0.08237942500204487 0.6195129474333589 0.13364252655983755 0.3690627823227099 not prognostic TMEM41A 0.03924169509834853 -0.23964314313757623 0.31812653333427326 0.7827130567127981 0.8985292982112684 not prognostic PJA2 -0.2759640816428432 -0.534666519935987 -0.017261643349699374 0.03655133381461315 0.17708013617003873 not prognostic CD2AP 0.3664725327536825 0.07113698727426404 0.6618080782331011 0.015013332540384228 0.10936889034504474 not prognostic NRP1 0.26085028547200095 -0.028369877534570598 0.5500704484785726 0.07710951850029339 0.27009449105364897 not prognostic PANK3 -0.07620099131290019 -0.3580663129414816 0.2056643303156812 0.5962039848415006 0.7975219298201038 not prognostic SRD5A3 0.25675831321469617 -0.150617500075316 0.6641341265047083 0.21671366422892244 0.47978175960473357 not prognostic TMEM62 -0.08901228533398593 -0.33304747200169166 0.15502290133371976 0.4746705369802193 0.7126824279027173 not prognostic TMEM208 0.04742570557055574 -0.23545536189730054 0.33030677303841205 0.74246351006269 0.8789205084743175 not prognostic JUND 0.18423005186079386 -0.17083210555837744 0.5392922092799651 0.3091721168665409 0.582740623643398 not prognostic ONECUT1 0.07344795659553228 -0.2093467578585833 0.35624267104964785 0.6107203989740961 0.8051508955993347 not prognostic NHSL2 0.01257911682241335 -0.3332468843377412 0.3584051179825679 0.943165388214864 0.9775595879471727 not prognostic ZMAT2 0.00844922924821747 -0.3606430087439314 0.3775414672403663 0.9642130536448399 0.9882769856075846 not prognostic MRPS22 -0.16457541052553096 -0.4369151731845762 0.10776435213351429 0.2362508921215696 0.5026507217596038 not prognostic PLXNA2 0.013498489880323103 -0.33928653604295494 0.36628351580360113 0.9402199508566064 0.9766549738971106 not prognostic RIC1 0.015037828238545003 -0.32332331855844826 0.35339897503553824 0.9305865145763187 0.9729698779635386 not prognostic MAX 0.10997648757196468 -0.23620739176797054 0.4561603669118999 0.533517276124562 0.7515072644970427 not prognostic DHRS13 0.04389233099848267 -0.19402919304646535 0.2818138550434307 0.717666781755985 0.8673421567307416 not prognostic ERI1 0.07011242999052729 -0.19909401974158153 0.33931887972263614 0.609732578756418 0.8051527695584381 not prognostic PNPLA6 -0.002007428262325849 -0.34741358513169235 0.3433987286070406 0.9909115730590546 0.9964766161516024 not prognostic HMCES 0.10966047465480043 -0.1813849515942899 0.4007059009038908 0.46022416361602103 0.7025382671533225 not prognostic TMBIM1 0.025893874463548915 -0.2522913933372702 0.304079142264368 0.8552404240108181 0.9345743337201092 not prognostic CSNK1G1 -0.05577613213600069 -0.4406109846455473 0.32905872037354594 0.7763583824119707 0.8955980669674494 not prognostic NUDT4;NUDT11;NUDT10 0.16932576703210425 -0.04747659792904213 0.38612813199325063 0.12582869962121196 0.35650137585718694 not prognostic ITPR2 -0.36299484395088877 -0.6629020440193192 -0.06308764388245841 0.017679809774619304 0.11937204895336849 not prognostic VPS37C 0.09341364939709945 -0.23435322830150623 0.42118052709570514 0.5764413824663889 0.7842090407569638 not prognostic FAM73B -0.12985203612351812 -0.46697762380708285 0.2072735515600466 0.4502925964453913 0.6949611473841733 not prognostic GLB1 -0.0830700153425782 -0.32503111626825903 0.1588910855831026 0.5010145581163584 0.7297191050619419 not prognostic ARHGEF10L -0.13747078626962336 -0.375179357158975 0.10023778461972827 0.25701294889410314 0.5265530735581019 not prognostic HDAC10 -0.46639028635374224 -0.7797826172673366 -0.152997955440148 0.0035362287135992346 0.052157917088721494 not prognostic CCDC124 -0.045537196164419466 -0.31270852163198815 0.22163412930314919 0.7383342508585995 0.8763498008666367 not prognostic LRRC8C -0.19599110319326174 -0.5172273342705764 0.12524512788405295 0.23177313544116435 0.4974981734847146 not prognostic PSME1 -0.3682123724165028 -0.6387417334318707 -0.09768301140113489 0.007637929800162797 0.07614964977823778 not prognostic ELAC1 -0.33789195482628775 -0.7640922035086583 0.08830829385608274 0.12021751045923995 0.3479816912840528 not prognostic SMNDC1 0.22093771876835633 -0.12525639737425387 0.5671318349109665 0.2109965225924448 0.4724992163006899 not prognostic THUMPD1 0.029626420671437895 -0.2848071988340844 0.3440600401769602 0.8534872268745435 0.9342549385264443 not prognostic CDK13 0.0019689254560601843 -0.34829787124226874 0.35223572215438914 0.9912095791073798 0.9966643488037255 not prognostic C15orf57 0.1566845549826901 -0.14527941315524015 0.4586485231206203 0.3091554315916222 0.5828318759822685 not prognostic GTF2H2C;GTF2H2 0.5207486524815395 0.07454067661433572 0.9669566283487432 0.02217346913153682 0.13625193488994453 not prognostic C18orf25 -0.06141055667342928 -0.43330666214742564 0.3104855488005671 0.7462064804637248 0.880673163668828 not prognostic FBXW8 0.19736642751298583 -0.12126385562015102 0.5159967106461227 0.22473103494209928 0.4889470123539769 not prognostic WRAP53 0.19136894094684345 -0.2006690767536816 0.5834069586473685 0.33870136345075774 0.60781585627874 not prognostic CHCHD3 -0.2819558698781662 -0.5439975536324433 -0.01991418612388901 0.03495201386769503 0.17269612591472056 not prognostic NUS1 -0.0717826225703128 -0.3940240224153454 0.25045877727471977 0.6623997524232753 0.8362189767971777 not prognostic NCS1 0.23112186953502234 -0.049152050560476834 0.5113957896305215 0.10604195572719084 0.3252461903479067 not prognostic PMM2 -0.08128802186205983 -0.33882798940081316 0.17625194567669347 0.5361610418931788 0.7532166653176887 not prognostic FRMD4A 0.2274395181127853 -0.06911004770171197 0.5239890839272825 0.13278751507434897 0.3682920143930131 not prognostic NSMAF 0.17452366955034834 -0.08335374084428579 0.43240107994498245 0.18469246338539386 0.4420079189225959 not prognostic DCAF5 -0.07254675985304884 -0.34179805947252917 0.19670453976643146 0.597436567818795 0.7984549323304481 not prognostic MRPS17 -0.18930482979043925 -0.4546528388766572 0.07604317929577872 0.1620291887279433 0.41141444318811016 not prognostic NDUFAF1 -0.21500629386719622 -0.49362950448513027 0.06361691675073783 0.13041858612653712 0.3650008132512932 not prognostic RELB 0.19084108842859693 -0.18687347741321403 0.5685556542704079 0.32203924602679745 0.5947230548015506 not prognostic TTC12 -0.2138184530621152 -0.5855862891015919 0.15794938297736152 0.2596354610173568 0.5297439112325423 not prognostic NDUFB10 -0.11216302083550815 -0.45978583582901367 0.23545979415799734 0.527127764578186 0.7482757057663706 not prognostic C1orf226 -0.2422141094979429 -0.5013344660245643 0.016906247028678573 0.06693852049575968 0.25201874432234506 not prognostic UBTD2 -0.11538198968750582 -0.5973060882185258 0.36654210884351424 0.6388884866392395 0.8226619618698563 not prognostic PEX3 -0.2549785425866116 -0.4940914377270858 -0.015865647446137443 0.03661674426414761 0.17710951453101761 not prognostic LMAN1 -0.18306344479440492 -0.4952294107117572 0.12910252112294732 0.2503987413127864 0.519420743969735 not prognostic SLC44A1 0.05328630882659229 -0.2557968551918929 0.3623694728450775 0.7354384377238314 0.875466072721907 not prognostic EXOC3L2 -0.6678206018809009 -0.9939215251930955 -0.3417196785687062 5.9748635082015085e-05 0.010093009997910962 favorable CABLES1 0.06424588430717822 -0.33251679947371965 0.46100856808807605 0.750964691410414 0.8833775958740555 not prognostic DDAH2 0.2957588789160896 0.0442214477067121 0.5472963101254671 0.021192644070372052 0.13277658667742545 not prognostic EBAG9 -0.3005459697289607 -0.5806977826638253 -0.020394156794096063 0.03549697939804379 0.17385364143910617 not prognostic ATL3 -0.08658293171047608 -0.32257829564846346 0.14941243222751127 0.47209193874001365 0.7105983738297482 not prognostic PHLDB3 -0.0320029577183083 -0.2900325067167728 0.22602659128015617 0.8079349528422761 0.9125068289134474 not prognostic HGSNAT -0.07382933194324616 -0.32569977701080555 0.17804111312431325 0.5656207420091046 0.7763302933017804 not prognostic ARFGAP1 0.36091515452567446 -0.07002190700197636 0.7918522160533252 0.1006948617530063 0.3151069896101592 not prognostic LCHN -0.31998815120635976 -0.6761111135795541 0.036134811166834535 0.07822285575589913 0.2719725155660446 not prognostic SLC25A5 -0.054487264875532564 -0.2856152112665816 0.17664068151551648 0.6440441954953842 0.8269220826430768 not prognostic PHF8 -0.27583367449277796 -0.5948426597399138 0.043175310754357876 0.09013261910882989 0.2953723787999099 not prognostic LARS 0.3945823525844465 0.012915355600538192 0.7762493495683549 0.04273529526715423 0.1959083965831192 not prognostic SCAPER 0.19337740531093392 -0.21301938198645168 0.5997741926083195 0.3510175021029487 0.6183903377268201 not prognostic NEDD1 0.18573266727838045 -0.14394806794243642 0.5154134024991973 0.26951182165025483 0.5425993566977134 not prognostic TMEM161A -0.07598351925415843 -0.3361466376470354 0.18417959913871856 0.567031250201572 0.77778930336367 not prognostic VARS -0.01517997205176257 -0.29768060814788533 0.26732066404436017 0.9161240520068455 0.9652887651662102 not prognostic UBTF 0.27405787305230833 -0.13107993451559474 0.6791956806202114 0.18489625769734497 0.4420230160652415 not prognostic PFDN2 0.32193631578060394 -0.046500682954026096 0.690373314515234 0.08678696266671912 0.28874161157753114 not prognostic GIPC3 -0.22911634674779954 -0.5741811754541768 0.11594848195857774 0.19312908911311746 0.4512225299660075 not prognostic TEX10 0.13830647529028026 -0.14055384960342646 0.417166800183987 0.3310086714643682 0.6011198043854946 not prognostic TOP3A 0.13202999589725048 -0.14618690761866135 0.4102468994131623 0.3523109466717701 0.6194500992836524 not prognostic FBXL4 -0.5740814228569887 -0.8969466253845961 -0.25121622032938123 0.0004921730328883115 0.02030610674400485 favorable ATP9A 0.2178942463783112 -0.02472691115498432 0.4605154039116067 0.07837172671413628 0.2721730291976967 not prognostic KCNJ8 -0.06098487973712257 -0.48599523662325544 0.3640254771490103 0.7785294753668651 0.8959093050076533 not prognostic DNAJC19 -0.2380699109722328 -0.49914897105536415 0.023009149110898575 0.07390024647412594 0.26528825448390114 not prognostic BAZ1B 0.4991955766938447 0.10019601483126772 0.8981951385564216 0.014200686037092706 0.10612582812194574 not prognostic PPP2R2D -0.38977720004700966 -0.7534090044056865 -0.026145395688332795 0.035650900498838824 0.17451203508261562 not prognostic TRMT10C -0.31333977317611206 -0.594492364125073 -0.03218718222715117 0.028936798294899462 0.15606696092423789 not prognostic FSCN1 0.39299454334210066 0.12927375424448329 0.656715332439718 0.0034922111989758764 0.05167895349492731 not prognostic AP5B1 0.033175974643091556 -0.3316430708212205 0.3979950201074037 0.8585380085423324 0.9362351754542634 not prognostic IL1R1 -0.402929361610704 -0.8460390549839696 0.040180331762561694 0.07471039040789167 0.26659311491504745 not prognostic SLC30A6 0.18393027846581994 -0.1689817257010754 0.5368422826327153 0.30702148799196305 0.5810110720761034 not prognostic SLC25A46 -0.4378311186337461 -0.7474068893077301 -0.128255347959762 0.005571901465831436 0.06453458450658324 not prognostic PFKFB2 0.22163401308802716 -0.013366304009115648 0.45663433018516997 0.06453213717251263 0.24669352011336704 not prognostic KMT2B 0.20666503538515515 -0.10898855534716892 0.5223186261174793 0.1994116539049818 0.45919046744117853 not prognostic ZNF768 0.13534127524996836 -0.2027295754015871 0.4734121259015238 0.43266447482118564 0.6807812026492224 not prognostic VAMP8 0.13320446465356425 -0.12364925590411815 0.3900581852112467 0.309420725675811 0.5828411018252758 not prognostic SPTY2D1 0.05012521528874187 -0.32387468388673346 0.4241251144642172 0.7927945061848884 0.9043049068509754 not prognostic ARFGAP3 0.2609592837708026 -0.038334446903937947 0.5602530144455431 0.08746468269577108 0.2904567151985306 not prognostic FGD5 -0.3208281907377483 -0.7090431965204553 0.06738681504495864 0.1052857453446371 0.3239255251101498 not prognostic CCDC51 -0.2965548938353984 -0.54591906779136 -0.04719071987943679 0.01975991119147339 0.1276410424944165 not prognostic GTF2A1 0.08431598374695 -0.3646555318759175 0.5332874993698175 0.7128154832260285 0.864630405273355 not prognostic XPO1 0.36286300306794783 -0.06959563979002487 0.7953216459259205 0.10006333415013079 0.31389874935042783 not prognostic STRBP 0.2988401869584527 -0.018431633386131352 0.6161120073030368 0.06487745989448228 0.2472745416923371 not prognostic KDM3B 0.23258251887174383 -0.12236643070406392 0.5875314684475516 0.19904447174152282 0.45869888172505885 not prognostic PRRC2B 0.1666740642850126 -0.1820634392509777 0.515411567821003 0.34889409445333064 0.6161043052545699 not prognostic AVL9 0.30062429156786347 -0.03546513591351169 0.6367137190492387 0.07957748602046967 0.2741274460720527 not prognostic DDX50 0.668106471059679 0.2625977669763459 1.073615175143012 0.001241414216300095 0.02971759753618917 unfavorable LURAP1L 0.03315854883206676 -0.3425568745234495 0.40887397218758303 0.8626706890873721 0.9385697751123153 not prognostic HNRNPA3 0.20340536278125995 -0.19217944355585467 0.5989901691183745 0.3135543489079757 0.5856983279309631 not prognostic FAM134A 0.0018525668754581267 -0.27269986844415506 0.27640500219507136 0.9894482598650939 0.9958999742071035 not prognostic COPS7A -0.29110785386215227 -0.6485731645494319 0.06635745682512739 0.11045989511790716 0.3319729577007797 not prognostic TPST2 -0.11416696413518321 -0.3763398747187465 0.14800594644838008 0.39338513492048577 0.6505314209351882 not prognostic BTN3A1 -0.13897181829741312 -0.4629759712011407 0.18503233460631446 0.4005342367581701 0.6565329589337051 not prognostic JMJD8 -0.00812534217065734 -0.40847314727239153 0.3922224629310768 0.9682694327023667 0.9892635205961757 not prognostic TM9SF3 0.198003060622954 -0.10015570290768314 0.4961618241535911 0.19305841251182929 0.45129294183248236 not prognostic TOMM7 -0.2020484409957033 -0.5471678451923517 0.14307096320094514 0.25119519926357103 0.5202291508227507 not prognostic MED6 0.0583584961214667 -0.36758652760463756 0.484303519847571 0.7882886152729625 0.9019230635832375 not prognostic FOXRED1 -0.2594826173730245 -0.502704252801865 -0.016260981944184072 0.036528010544878475 0.1770629552833227 not prognostic ADA 0.220171502807676 -0.06774516906277045 0.5080881746781225 0.13392668899951865 0.3697334710492416 not prognostic FAM20A -0.2202489865492758 -0.4653433141825334 0.02484534108398176 0.07819078606029939 0.27196663076839955 not prognostic RBM19 0.7739000282279314 0.40567621362954875 1.1421238428263139 3.800617302778262e-05 0.009721979060506794 unfavorable NAT6 -0.2124457895009465 -0.5532253967461428 0.1283338177442498 0.22175932533659273 0.48638197935779387 not prognostic IDH3B -0.25067220111891747 -0.5136585963274121 0.012314194089577124 0.06173562794697087 0.24041717138287524 not prognostic KLF16 0.13309580983559433 -0.2852989271856418 0.5514905468568305 0.5329656190092633 0.7514395570062888 not prognostic NRM 0.18480779799299812 -0.10804335952820227 0.4776589555141985 0.21613811715988435 0.4792185643715811 not prognostic SRGAP1 0.047260501045200895 -0.3146003044271481 0.4091213065175499 0.7979668120501132 0.9077759680158403 not prognostic RNPEP -0.20247217923369026 -0.474468669367896 0.06952431090051547 0.144569863637402 0.38487481092645265 not prognostic ST3GAL1 -0.16050471318487355 -0.39776165302614075 0.07675222665639367 0.18486656681335348 0.44207007817306454 not prognostic KIF3A 0.10912025123802609 -0.2584806747349216 0.4767211772109738 0.5606985751623237 0.7736067719877152 not prognostic TRIP10 0.21271056373635652 -0.014267669556469104 0.4396887970291822 0.06624500522531382 0.2503552265860003 not prognostic PRPF6 0.21780749440019978 -0.25953674523165915 0.6951517340320587 0.3711547986228275 0.6334252596397588 not prognostic CIR1 -0.02753242129164949 -0.3852128968799015 0.3301480542966025 0.8800798081931248 0.9468102046086333 not prognostic STX2 -0.11934934416462732 -0.4474790160716079 0.20878032774235322 0.4759137251466893 0.7139503319769285 not prognostic HSPA14 0.4732576657574062 0.0037339595256036806 0.9427813719892086 0.04820566435762757 0.21073501611027326 not prognostic ATAT1 0.3387873913619509 -0.005241256317395693 0.6828160390412975 0.053593947006879014 0.22255408513570862 not prognostic MRPS27 -0.20253214691493737 -0.4757975438089224 0.07073324997904767 0.1463242752648079 0.38758616462894235 not prognostic ATIC 0.41565472140565685 0.07570027235446836 0.7556091704568453 0.01655681902295396 0.11490945791667194 not prognostic CDKAL1 0.5163689091532815 0.1624033247211154 0.8703344935854476 0.00424687979605969 0.05700496973631545 not prognostic RPP25L -0.23366934963408686 -0.5137276404906153 0.04638894122244158 0.10198304141670046 0.3176945615183435 not prognostic UBA7 -0.4589529398276527 -0.7170301442271623 -0.20087573542814308 0.0004911959081306667 0.020359615580990087 favorable GAS6 0.11700517713602565 -0.22255958086253075 0.45656993513458205 0.4994517895252816 0.7289846546494695 not prognostic PREX1 0.2754471870584989 0.02116954117465225 0.5297248329423456 0.03374227842042284 0.1690512695568247 not prognostic PTPRF 0.12349768786585989 -0.13039065768715075 0.37738603341887056 0.34039966670664645 0.6086675086927513 not prognostic LMO7 -0.4700649015327705 -0.7730242297856644 -0.16710557327987652 0.002357655011399838 0.04188112166083879 favorable SALL1 -0.08524362177940743 -0.43275078316570487 0.26226353960689003 0.6306729979894588 0.8176101000578663 not prognostic ACTR3 0.20708925140372425 -0.1970777632040444 0.6112562660114929 0.31525484859759334 0.5874040914660257 not prognostic GNPDA2 0.10612718754996207 -0.17089592663267106 0.38315030173259523 0.4527371547326319 0.6960940660005587 not prognostic MAP2K7 0.11423447021802303 -0.18851090956077976 0.4169798499968258 0.45957288603285906 0.7023823913711483 not prognostic MYBBP1A 0.29140057378867007 0.006363518278475255 0.5764376292988649 0.04509999462742302 0.20229471538042 not prognostic MPI -0.03202512773760606 -0.2859529864536144 0.22190273097840224 0.8047621910871614 0.9113377051357648 not prognostic ALG10;ALG10B -0.20433968022926535 -0.527057994727711 0.11837863426918022 0.21460004194432467 0.4771080644468683 not prognostic C3 -0.08065516455193936 -0.32059232794799014 0.15928199884411143 0.5099957962352903 0.7371637655302801 not prognostic UBA6 0.037908701098325 -0.21657313590531707 0.2923905381019671 0.770313687063536 0.8924195704295856 not prognostic PEX6 -0.39533665185740297 -0.6476099948803524 -0.14306330883445356 0.0021302002801643063 0.039650068832247476 favorable IFIH1 -0.22491115642764212 -0.4798738969341584 0.030051584078874177 0.08381808903638167 0.2834995659776067 not prognostic TANC1 0.009404668155930641 -0.3035761271202015 0.3223854634320628 0.9530362318935358 0.9831240216779382 not prognostic MKRN1 -0.005879680788373679 -0.3583719585664965 0.3466125969897491 0.9739195586983312 0.9900649266522266 not prognostic POMK 0.5976926149414264 0.28026107174833514 0.9151241581345178 0.00022388330633333386 0.01442033986764272 unfavorable RNF139 0.03281019026302735 -0.2262627174727469 0.2918830979988016 0.8039650465721441 0.9108958569932177 not prognostic KLKB1 0.08016608181412056 -0.195137615756159 0.3554697793844001 0.5681862410135478 0.7781813394208801 not prognostic PTEN -0.001496933738677582 -0.3047948393026399 0.3018009718252847 0.9922818263602694 0.9970706163191349 not prognostic MDH1 -0.3995930502705411 -0.6698902261499162 -0.12929587439116602 0.0037614122079863317 0.053709606855026515 not prognostic TXNL1 -0.1808476873272268 -0.4582141098596244 0.09651873520517082 0.20127400545057733 0.4613431056833126 not prognostic SHE 0.19908337572634033 -0.3801440719909785 0.7783108234436591 0.5005342124904775 0.7291381068056044 not prognostic RALGPS2 -0.013401064931254175 -0.24547372986949262 0.21867160000698427 0.9098891482180226 0.9616618514928528 not prognostic ANP32B 0.3407435678678263 0.0025658958740400473 0.6789212398616125 0.04828686964520732 0.2108840702114835 not prognostic VPS25 -0.6405633812458826 -1.0134331100436647 -0.26769365244810067 0.00075969422165856 0.023616466550378776 favorable USP32 -0.05908339223203002 -0.36263728094945974 0.2444704964853997 0.7028432391176636 0.8598736703772126 not prognostic MGAT1 -0.15634937420012485 -0.44034764045301855 0.12764889205276886 0.2805798586579352 0.5529455149822791 not prognostic USP30 -0.10875169549104119 -0.3933364497631431 0.1758330587810607 0.4538668939524515 0.6971127640343624 not prognostic ZBTB10 0.024903345961368988 -0.2944835186309282 0.3442902105536662 0.8785378535533119 0.9461745943537594 not prognostic TSKU 0.0019816619380016863 -0.28866022617587733 0.29262355005188073 0.9893378058074629 0.9961247610654763 not prognostic NDUFS3 -0.2767225811565086 -0.6398211573159416 0.08637599500292437 0.13524976395375798 0.37166701555494025 not prognostic ARHGAP42 -0.004407451451508124 -0.389560417762047 0.38074551485903074 0.9821060577042112 0.9933117413720971 not prognostic MUM1 -0.2695014407224088 -0.6193654910111002 0.08036260956628266 0.1311029466697897 0.36634353356261773 not prognostic ERN1 -0.0056686811553790985 -0.3373004706793002 0.325963108368542 0.9732740721198986 0.9897458845626366 not prognostic TMEM68 0.1745632848453571 -0.0845812853210196 0.4337078550117338 0.18674881663589588 0.4441982346815026 not prognostic STK16 -0.3065486358207686 -0.6566410242215468 0.04354375258000964 0.08612767547864707 0.2875097235497119 not prognostic ZC3H8 0.0816031964552504 -0.3287765228610618 0.49198291577156256 0.6967325376510607 0.8568470342843334 not prognostic MAN2B1 -0.0183343523142775 -0.2737888775512584 0.23712017292270343 0.8881310103871273 0.9504466813287056 not prognostic PDP1 0.03993665959649417 -0.22826400796056462 0.30813732715355296 0.7704011725502148 0.8924054467385267 not prognostic METTL2B -0.03998347312955684 -0.3544864408520159 0.2745194945929022 0.8032256864814827 0.9110958534231237 not prognostic VDAC1 -0.34918186999537904 -0.6283533432273841 -0.07001039676337395 0.014226923434341704 0.10614470458971773 not prognostic ZNF22 -0.09572779012541201 -0.35754523023696183 0.16608964998613784 0.4736099982578049 0.7116868604233177 not prognostic CASP9 -0.08262663677224813 -0.3997296111416951 0.23447633759719883 0.6095594992899708 0.8051617287021405 not prognostic DNAJA3 -0.2860247948184927 -0.5507354481152402 -0.0213141415217451 0.03419390582094565 0.17026587253332948 not prognostic PDCD5 0.19188934495653256 -0.11029606407993006 0.49407475399299516 0.2132833902902772 0.4754796297980209 not prognostic FAM20B 0.055895184334384666 -0.2383313384722276 0.35012170714099694 0.7096391012640092 0.8635855475895983 not prognostic YEATS2 0.1529004177194742 -0.22939357864945503 0.5351944140884035 0.43310025079258396 0.6809881533800499 not prognostic SMARCA5 0.5561446503907792 0.12205674642354314 0.9902325543580153 0.012036710538346837 0.09734839155358557 not prognostic BNIP3L 0.07498739248499196 -0.22474543048401185 0.3747202154539958 0.6238895588259131 0.8132910920454863 not prognostic MTERF1 -0.17362062691392646 -0.5061725972147162 0.15893134338686324 0.30618060046219503 0.5797874187686193 not prognostic PPP6R3 0.07437377049902007 -0.1926040623925574 0.3413516033905975 0.5850658990677444 0.7894642041226098 not prognostic NR2F2 0.2522665825765125 -0.10132419201084625 0.6058573571638712 0.16201668524382046 0.4114993994291985 not prognostic UTP15 0.5857915917701781 0.17505612074788907 0.9965270627924672 0.005185096441496755 0.06239538768914039 not prognostic IARS2 -0.17593647194564438 -0.43148265771462835 0.07960971382333959 0.1772146444236813 0.43102491483977684 not prognostic PTCD2 -0.04327951921311829 -0.4379388634898721 0.3513798250636355 0.8298176156714159 0.9224431478900157 not prognostic SLC38A9 -0.17516188801789206 -0.47711408383231557 0.12679030779653144 0.25555026789769075 0.5252391066317781 not prognostic FBXL20 0.25410292911470944 -0.058002895600059834 0.5662087538294787 0.11055197769106373 0.3320267884159992 not prognostic CDC123 0.4190792433181749 0.07433672934826391 0.7638217572880859 0.01719130785962058 0.11776111650128772 not prognostic FAM91A1 0.1314113815938154 -0.31396030681894305 0.5767830700065738 0.5630568539959055 0.7757845512196587 not prognostic CEBPZOS -0.024510692482074714 -0.33142983519037567 0.28240845022622624 0.8756203559469075 0.9450788483173795 not prognostic HPS3 0.3119091564748594 -0.03896038165244836 0.6627786946021672 0.08145062177897716 0.27801273991124004 not prognostic AGFG2 -0.08618748988318932 -0.3279914421140803 0.1556164623477017 0.4848016945634329 0.7211213775421856 not prognostic FAM208B 0.20820927011067886 -0.25412508116112464 0.6705436213824824 0.37742159911335105 0.639004458559348 not prognostic PSMG4 0.17480515371797592 -0.1226173311791395 0.4722276386150913 0.24934718280126708 0.5184406241569308 not prognostic SREK1IP1 -0.1952813845468243 -0.74379365175318 0.3532308826595314 0.48531069398316073 0.7210399341571918 not prognostic GTPBP10 -0.22559764720778813 -0.5176235146361887 0.06642822022061246 0.1299944890155987 0.3641554005496418 not prognostic ARHGAP18 0.16335517918600204 -0.14768671659325291 0.47439707496525696 0.3033163041366674 0.5772939776648773 not prognostic JAGN1 0.14775808951528507 -0.22435921307425505 0.5198753921048251 0.4364212604797312 0.6838081107936705 not prognostic PPOX -0.36218707630842234 -0.657990351673231 -0.06638380094361357 0.016403285747856076 0.11437587017177216 not prognostic LRPPRC -0.019343578212719925 -0.27671454444398336 0.2380273880185435 0.8828891809852666 0.9475553629059089 not prognostic C6orf47 0.038610222776671844 -0.22026899550064846 0.29748944105399217 0.7700447061289162 0.8925699448436285 not prognostic PLEKHA6 -0.14751292181142825 -0.3903292655157332 0.09530342189287669 0.23377365261851582 0.4997553753327536 not prognostic CLDN12 -0.44118779775563255 -0.8329689156639781 -0.049406679847286916 0.027304918660203546 0.1509950196200138 not prognostic AUP1 -0.10076685006695121 -0.38422341915997404 0.18268971902607165 0.4859569820641215 0.721281972881313 not prognostic NUTF2 0.18967911952987404 -0.08752662687258078 0.46688486593232886 0.17988375225065373 0.4345653626281983 not prognostic TOP2B 0.4627999902066941 0.0923936561908063 0.8332063242225819 0.014331122472012087 0.10656689326571779 not prognostic CCDC28A -0.5511837123025822 -0.9690213192199602 -0.13334610538520436 0.009725063746055591 0.0877706610064876 not prognostic GMPPA -0.28063309007532855 -0.6192923245211569 0.0580261443704998 0.10434546624818183 0.3221396411448179 not prognostic SNX24 0.07093957308042474 -0.2313279093778317 0.3732070555386812 0.6455257989675534 0.827756012339803 not prognostic ITGA5 0.18485273724311335 -0.06101807289176964 0.43072354737799634 0.14060084689763316 0.37915644044412944 not prognostic NSA2 0.1429131605216593 -0.17884662778402216 0.4646729488273408 0.38400557083864584 0.6429777212864028 not prognostic CUEDC2 0.02326903982983923 -0.3042505796028464 0.3507886592625249 0.8892541117424755 0.9510801651451897 not prognostic METTL5 -0.018526537317913764 -0.31683822369516706 0.27978514905933954 0.903118523424868 0.9573312976820795 not prognostic HSPG2 -0.3818329234609439 -0.6819795787008662 -0.0816862682210216 0.012653440272161911 0.09981167467547629 not prognostic TADA1 0.15372420632129205 -0.274365859386704 0.581814272029288 0.4815513398370812 0.7177175204863305 not prognostic TRAF2 0.0858252766252419 -0.19619706025989625 0.3678476135103801 0.5508693697435987 0.7660660868770486 not prognostic SLC30A9 -0.21006430658976602 -0.47185851869379924 0.05172990551426723 0.11579297395839902 0.3422563538625112 not prognostic VPS26B -0.30023440819152664 -0.6612251347816593 0.060756318398606124 0.10308174314629574 0.31989284103597426 not prognostic NPRL3 -0.46706949642790446 -0.852887063620889 -0.08125192923492003 0.017657354906866346 0.11940052755375709 not prognostic DDX49 0.3970583620673885 0.06957248771797125 0.7245442364168058 0.017485008961105573 0.11868330949869461 not prognostic HEXIM1 -0.1689036441163922 -0.43359423181782253 0.09578694358503814 0.2110487196899048 0.472497921326261 not prognostic DPM1 0.05231226741064312 -0.26073581396626205 0.36536034878754825 0.743273042432309 0.8791813382080146 not prognostic MAN2A2 0.2683314295571757 -0.012870012507704476 0.5495328716220559 0.06144765773046936 0.24002656180667198 not prognostic COMMD9 0.203679009577552 -0.1601458120663086 0.5675038312214126 0.27253604018444694 0.5458646907765892 not prognostic CRTC1 0.006625161643974035 -0.3123532476119734 0.3256035708999215 0.9675284210544643 0.9894097034495282 not prognostic ZNF512 0.10403853364965157 -0.17214932568706062 0.38022639298636374 0.4603271458054914 0.7025756795766389 not prognostic RPS15A -0.09462164686045452 -0.44640242985397816 0.25715913613306907 0.5980622266763924 0.798694975452527 not prognostic CTU2 0.3125930657218174 0.022197615060532472 0.6029885163831024 0.03487712098714115 0.1727073363926298 not prognostic POLD4 -0.05227613966325971 -0.35751729037355123 0.2529650110470318 0.7371220685164962 0.8761887784689578 not prognostic FXR1 0.3417210111821169 -0.04432204173341203 0.7277640640976458 0.08275173586364735 0.28095422494775685 not prognostic INF2 0.27701615951640624 0.03810602376045863 0.5159262952723538 0.023051678874030875 0.13973031886201653 not prognostic LRP6 -0.14067245634387512 -0.42918886663403966 0.14784395394628938 0.33926268369428814 0.6080918532762686 not prognostic MTPAP -0.18800009051680358 -0.46815901478344235 0.09215883374983522 0.18843263413547567 0.44501117737138324 not prognostic TLR1 0.37542466581383166 -0.10539512730626271 0.856244458933926 0.1259320458417808 0.35656850297959003 not prognostic OGFOD1 0.208364336464638 -0.06622280809436884 0.4829514810236448 0.1369421948275251 0.3737937409423269 not prognostic BLZF1 -0.23304798464611237 -0.6926523790540503 0.22655640976182556 0.3203087939141274 0.5928725722375817 not prognostic ATP6V0D1 0.44954251675503104 0.15390713961093833 0.7451778938991238 0.0028795022347872096 0.04713013438400345 unfavorable IMPACT -0.229261702115742 -0.5380287949630645 0.0795053907315805 0.14558987522227126 0.38667046955354334 not prognostic BCL2L1 -0.1930463500068047 -0.4416906356405119 0.055597935626902545 0.12808236829569816 0.3604908655615799 not prognostic KLHDC2 -0.39846681510403126 -0.7579974508054901 -0.03893617940257249 0.029838869605616422 0.15892171301551686 not prognostic CARD10 0.08510389646216156 -0.26473802685223563 0.4349458197765587 0.6335128044296411 0.8196300777541295 not prognostic CHAMP1 0.3617401188918671 0.13710379326084177 0.5863764445228924 0.0015983816097367928 0.03423519270807059 unfavorable GALNT11 0.29407147912428094 -0.05563472757252502 0.6437776858210869 0.0993211764604181 0.3127761142631457 not prognostic PSME2 -0.5729190893956768 -0.8828791985947403 -0.26295898019661335 0.0002915137162209667 0.01641460566871896 favorable ZNF208 -0.023627801083764142 -0.3939436601681427 0.34668805800061436 0.9004804585689942 0.9562331331476936 not prognostic PUS3 -0.3110848699269658 -0.589187567170316 -0.032982172683615696 0.02834991346733538 0.15373517581650736 not prognostic DPH5 -0.24611638030880162 -0.5295106904718418 0.03727792985423861 0.08872750665752016 0.292265403644142 not prognostic CARD8 -0.2904028021028851 -0.6703073198816359 0.08950171567586573 0.13407713575432678 0.3699206768593183 not prognostic PA2G4 0.5853567297783732 0.19379812222072867 0.9769153373360177 0.003389302791593748 0.05091346961936045 not prognostic NUP210 0.18816834868626742 -0.13029694173231116 0.506633639104846 0.24683792185957532 0.5151375091861953 not prognostic TMEM223 -0.4656480793991229 -0.8176691166562502 -0.11362704214199554 0.009525055533085452 0.08657646922610564 not prognostic TRMT5 -0.3263711783723262 -0.6833965413796468 0.030654184634994308 0.07318399187026323 0.264093623222276 not prognostic SLC35B3 -0.2517936260532273 -0.601633203333789 0.09804595122733445 0.15834342306241808 0.406669152804885 not prognostic PRKCD 0.2934937551234284 0.040292428283425386 0.5466950819634314 0.023095152856702623 0.13971006995003957 not prognostic ATP5B -0.5290726465838933 -0.8364699256919721 -0.22167536747581446 0.0007425535215908478 0.02349145469541647 favorable TXNDC5 0.06927089112917847 -0.18704968516762513 0.3255914674259821 0.596332277733616 0.7975743774348766 not prognostic PPP1R3D 0.4018563504637134 0.14619248875693103 0.6575202121704957 0.002065137534845633 0.03925515148508058 unfavorable ELMOD2 -0.05722866069330183 -0.30438764105490884 0.1899303196683052 0.6499571485123274 0.8296359211050567 not prognostic UBN1 -0.09164717876312649 -0.48017542853856404 0.29688107101231104 0.643850402824341 0.8269104370228554 not prognostic WDR75 0.5530579386261341 0.1657879435614602 0.9403279336908079 0.0051259118640720885 0.06201660664734785 not prognostic ARHGEF5 0.012474578402918473 -0.2401865146532073 0.26513567145904426 0.9229099588333163 0.969131229349599 not prognostic DAGLB 0.5803913611682341 0.2043965783109432 0.956386144025525 0.0024827928121863656 0.043078379937024285 unfavorable LAS1L 0.3686683626282431 -0.018559068402096868 0.7558957936585831 0.06203763448027555 0.24106898502686935 not prognostic FAM133B 0.13119053945033018 -0.4069620366483928 0.6693431155490532 0.6327933130150334 0.8189358964185595 not prognostic ZNF516 0.33832511242610985 -0.03303244131049421 0.7096826661627139 0.07416012560805771 0.26568851723447007 not prognostic SIPA1L3 0.09665384037919766 -0.238288496922322 0.43159617768071734 0.571676568011324 0.7808116420145513 not prognostic DHX57 0.31037432686249694 -0.09167627976810322 0.7124249334930971 0.13026706488664222 0.36480482700347444 not prognostic JUP -0.1252275769797873 -0.38051426843765845 0.1300591144780839 0.33633353145115374 0.605995996595327 not prognostic SEC24B -0.29243273577890927 -0.6786799159616975 0.09381444440387898 0.13783171536019054 0.3750782211610291 not prognostic GEMIN7 -0.04070955178338796 -0.3960465212264094 0.3146274176596334 0.8223330028550132 0.9179984257557273 not prognostic CCPG1 0.022110382403701744 -0.19267772934644495 0.23689849415384845 0.8401047040519398 0.9270870720297075 not prognostic DERL1 -0.10960131584932312 -0.368705959914274 0.1495033282156278 0.40706754010669 0.6617896652578892 not prognostic TRAM2 0.1909029347033235 -0.12757679674473946 0.5093826661513865 0.24005854673447063 0.5074956715262611 not prognostic STARD13 0.021713249567267705 -0.3013151431642882 0.34474164229882365 0.8951864523341817 0.9543467858713894 not prognostic PYCRL -0.08510565230585286 -0.3392315143528409 0.16902020974113513 0.5115774278483983 0.7381390348955215 not prognostic PTPMT1 -0.10286712327387376 -0.3839240211228757 0.1781897745751282 0.4731588407788485 0.7111282695136865 not prognostic AGPAT1 0.03269440125275106 -0.26685147416785093 0.3322402766733531 0.8306068523812147 0.9226331450830043 not prognostic PTP4A2 0.22087761926059474 -0.12266731066365255 0.564422549184842 0.20762151817910632 0.46892922609927823 not prognostic MRPL28 -0.07720733988506898 -0.40054909775079217 0.2461344179806542 0.6397853353988158 0.8234614876115005 not prognostic TELO2 0.3513791432148699 -0.04658400507472216 0.749342291504462 0.08353414650886574 0.2827528218124291 not prognostic SGK3 -0.11619151108948994 -0.39223969268570164 0.15985667050672175 0.40938922206925454 0.6638764182550327 not prognostic ATG101 0.16213703339392607 -0.2957435662063881 0.6200176329942402 0.48766356865837357 0.7224974234980007 not prognostic MRPL55 -0.014151113678935158 -0.32191940635180577 0.2936171789939354 0.9281929028775973 0.9719428139722958 not prognostic ASF1A -0.07178257899292882 -0.37708732002257705 0.23352216203671938 0.6449260152389761 0.82722387026283 not prognostic CRK -0.281787545550289 -0.6894247783087604 0.1258496872081824 0.1754605560295317 0.4288556806258251 not prognostic C20orf27 0.16377372595703918 -0.14168937390955347 0.4692368258236318 0.2933354486743126 0.5675885610505987 not prognostic VAMP2 -0.017842309254886432 -0.3467469845540883 0.3110623660443154 0.9153257176086795 0.9647882210678724 not prognostic CST3 0.21280898483267854 -0.00406043663394226 0.4296784062992993 0.05444644322670825 0.2251542753850896 not prognostic RBM43 -0.3656187520378242 -0.7237646762201333 -0.007472827855515007 0.04540755986456332 0.20306387785586183 not prognostic PSMA2 -0.8566957570850765 -1.3670936073511668 -0.3462979068189863 0.0010026840312336199 0.026717351582245828 favorable NAA25 0.4915116671124435 0.07686005430536791 0.9061632799195191 0.02016497438505537 0.12923193677122458 not prognostic CDK5 -0.010780788184394409 -0.28899554441736114 0.2674339680485723 0.9394601762040661 0.9772263224764731 not prognostic SPATS2L 0.06307904819024787 -0.18332965770986626 0.309487754090362 0.6158516839582429 0.8084633616536874 not prognostic P4HB -0.42988540942792625 -0.6980760660018192 -0.16169475285403334 0.001680014170533486 0.035060995032135896 favorable SETD2 -0.12380502292359198 -0.517395629154945 0.26978558330776103 0.5375565635447671 0.7547034520019288 not prognostic SSH1 0.2731703284050801 -0.049622893200845286 0.5959635500110054 0.09718444865117674 0.3094211837745325 not prognostic L3MBTL3 0.06136422313161891 -0.3120059356409524 0.4347343819041903 0.7473583954845427 0.881103465205835 not prognostic TMEM63B -0.047115688243412036 -0.3452558806379856 0.2510245041511615 0.756760955171522 0.8854261410939148 not prognostic MRPS2 -0.10311434475086877 -0.36414619096105083 0.15791750145931327 0.4387909042414292 0.6858406015491473 not prognostic ABHD4 -0.1331810109282791 -0.4144112476491775 0.1480492257926193 0.35331844184613204 0.6196395709791224 not prognostic USP11 0.1985482660144751 -0.08302295258601142 0.48011948461496157 0.16695422526778686 0.4179924996707203 not prognostic TFCP2 0.1571271974599291 -0.1609602020499895 0.4752145969698477 0.3329579515059781 0.6031915297112549 not prognostic MEIS1 0.287774754463718 -0.03313479235559985 0.6086843012830359 0.07881690130244266 0.2728722804952704 not prognostic CCDC12 0.1803604066281737 -0.2002314156154777 0.5609522288718252 0.35298427779978114 0.619417530211964 not prognostic FAM188A -0.0932658404603307 -0.3698123694624884 0.183280688541827 0.5086113103327949 0.7365896249449229 not prognostic MGAT4B -0.14366334457647975 -0.38648127177809355 0.09915458262513407 0.2462061436130823 0.5145386563417194 not prognostic WDR59 -0.618300349323459 -1.1092511548427457 -0.12734954380417218 0.01357313516608309 0.10359785093089677 not prognostic ATP8A1 0.2894239089192248 0.002728877104325844 0.5761189407341238 0.04785883998816378 0.2097308832178318 not prognostic COMMD1 0.1889071102055384 -0.17695929405434668 0.5547735144654236 0.3115454616328469 0.5842619434434182 not prognostic UACA -0.11260344248675203 -0.38394567396904533 0.15873878899554128 0.41601216239163785 0.6680819533439164 not prognostic STAP2 -0.12011098180927741 -0.3668137171704722 0.12659175355191737 0.33996303237921927 0.6083727821089646 not prognostic H1FX -0.03757719630269304 -0.298792715260504 0.22363832265511793 0.7779811573946265 0.8959692953632739 not prognostic TXLNA -0.08965404303143577 -0.3769655542165463 0.1976574681536748 0.5408047986563617 0.7574820654521912 not prognostic PITHD1 -0.04265433338844561 -0.33122619397836317 0.24591752720147197 0.7720412776886263 0.8933805815104395 not prognostic TNFAIP1 -0.08276653915021615 -0.5213364338718232 0.3558033555713909 0.7114698597463125 0.8644035356640977 not prognostic PCNT 0.10703709023739161 -0.20363231096868517 0.4177064914434684 0.4994978704893126 0.7285768058798983 not prognostic HELZ2 -0.2645440291447237 -0.5671679314539828 0.03807987316453548 0.08665053454893762 0.288502133066805 not prognostic DNAJC1 0.0186717020238248 -0.21290018111572434 0.25024358516337397 0.874431257677371 0.9448205467035363 not prognostic NKIRAS1 -0.4430146887613495 -0.7589465943498155 -0.1270827831728834 0.005989523487393312 0.06677983036442382 not prognostic EEF1G 0.009874252656390132 -0.3243369309681653 0.34408543628094557 0.9538226773267597 0.9832555475079424 not prognostic HECA -0.41785601429529834 -0.7594570020233796 -0.07625502656721705 0.01650812351965287 0.1147494020741088 not prognostic MRPL4 -0.13853302095221467 -0.44096924249411706 0.16390320058968774 0.3693054220860399 0.632560061973659 not prognostic SHROOM1 -0.18038660748594684 -0.44200423975851155 0.08123102478661784 0.1765658827727566 0.43014812203115366 not prognostic OLA1 0.12263068315765677 -0.17685144222494212 0.4221128085402557 0.4222303549083841 0.6725188342812245 not prognostic FYTTD1 -0.26528761947570123 -0.5903912245225684 0.05981598557116591 0.10974304060812193 0.33137586595767815 not prognostic ZDHHC14 -0.3933468671710189 -0.7050028790323124 -0.08169085530972547 0.013371927163713946 0.10320591715235428 not prognostic PARP16 -0.05392173790311432 -0.4056237309903307 0.29778025518410206 0.7637996664154783 0.8886677600283011 not prognostic RUFY3 -0.23049578964248538 -0.5534143922244573 0.09242281293948659 0.16181268471716515 0.4113313362500794 not prognostic FAM175A -0.016258470473489547 -0.43786920827949777 0.40535226733251867 0.9397519710703004 0.9770757632089653 not prognostic USP48 0.16807115688477478 -0.13916933587250416 0.47531164964205375 0.2836445956626634 0.5559260212276326 not prognostic TMEM64 0.4290551835246701 0.05237697635837374 0.8057333906909665 0.025582178919330355 0.14644325311046336 not prognostic JOSD2 0.030978558165907156 -0.27294949318041295 0.3349066095122273 0.8416575017043246 0.9279999523101994 not prognostic STX17 -0.33480590920538195 -0.6821583112589218 0.012546492848157953 0.058869135538292296 0.23435098731628765 not prognostic DDX17 0.7557935550251983 0.26846767681287115 1.2431194332375255 0.002368079793711275 0.04190003634999416 unfavorable SRRT 0.5058528970320022 0.07240547529536878 0.9393003187686356 0.02217439315894913 0.1361641577174702 not prognostic SAP30L -0.19143878888858162 -0.4689503683692235 0.08607279059206024 0.176355170695614 0.4299857960887342 not prognostic DNM3 0.37253692753163614 0.07938487035299752 0.6656889847102747 0.01274854374699148 0.10020870251695761 not prognostic SPIN1 0.3261436182065857 0.04521775195177169 0.6070694844613997 0.022879592432019383 0.13887524816533528 not prognostic DEPDC5 -0.5563674121791135 -0.9551900156260846 -0.15754480873214222 0.006253236938300166 0.06769677183627738 not prognostic GADD45GIP1 -0.05739321343746957 -0.37148390437120177 0.25669747749626265 0.7202380903694198 0.8686907750340045 not prognostic SGPP1 0.3327114573847923 -0.047218757319042404 0.712641672088627 0.08609354887942326 0.2875030000438181 not prognostic MLXIPL -0.400277031986115 -0.6648707876992375 -0.13568327627299243 0.003026528821419903 0.04762128741330825 favorable RAB1A 0.4593334395226476 0.10225788766444621 0.816408991380849 0.011693849257934185 0.09640426556748136 not prognostic BTF3L4 -0.06607386815443293 -0.3942219345447341 0.2620741982358682 0.693103980064445 0.8550861145813664 not prognostic CMTM7 0.29563979807262464 -0.008409343226503552 0.5996889393717528 0.05668192068020193 0.2296258985745918 not prognostic CLCN7 0.1016301643701235 -0.21067486450669687 0.4139351932469439 0.5235969701304791 0.7457466868562169 not prognostic ELL2 -0.04402573421724193 -0.41121779198194 0.3231663235474561 0.8142114390745 0.9147490292425647 not prognostic SPRYD3 0.012049337506431964 -0.41559035958553536 0.43968903459839925 0.9559594631826903 0.9840985482206078 not prognostic DSN1 0.39649393969339686 0.11794307223013661 0.675044807156657 0.005273322367950969 0.0630334514823298 not prognostic TMED7 -0.32204391117655856 -0.5971761497241415 -0.04691167262897572 0.021781917095801892 0.13458488872237015 not prognostic CDK19 0.13731360976372825 -0.1916339410787512 0.4662611606062077 0.4132693007185684 0.6664265218539883 not prognostic ZFYVE9 -0.10652587625022669 -0.4940044637933185 0.28095271129286514 0.5900009671435977 0.7928968266041174 not prognostic C2orf69 0.1550658180402591 -0.12254617461792922 0.4326778106984474 0.2736140387286961 0.546434639468663 not prognostic TBCB 0.0858945661846019 -0.20967409650115504 0.38146322887035883 0.5689620060415777 0.7787672894190865 not prognostic TARS 0.06887536450597927 -0.1922721340791375 0.330022863091096 0.6052096828810978 0.803923188551108 not prognostic BAG1 -0.23715868503850715 -0.5118728102278493 0.03755544015083492 0.09064168340086243 0.2967148049315983 not prognostic AGO4 -0.30794488512771245 -0.8263529153010726 0.21046314504564767 0.244319325070278 0.5119098800267258 not prognostic DDX41 0.3829621425414325 -0.024082046082615438 0.7900063311654805 0.06518223686323107 0.24769803337712554 not prognostic FASTKD1 -0.19201632063455734 -0.5003039969006731 0.11627135563155841 0.22217713723654203 0.4865831481601665 not prognostic POGZ 0.44291713521697135 0.11692155776485946 0.7689127126690832 0.0077464776485314125 0.0768042241276874 not prognostic KIAA0391 -0.433302510466923 -0.7267168837693956 -0.13988813716445042 0.0037988903312853577 0.053645844063088026 not prognostic TMCO1 -0.04852625372813122 -0.32308557913663705 0.2260330716803746 0.7290356681453007 0.8729512286886287 not prognostic MYL6 -0.031524731805205826 -0.34821404996466004 0.2851645863542484 0.8453115652449192 0.9297388751397742 not prognostic MTMR6 -0.001444102098001319 -0.38849807188283275 0.3856098676868301 0.9941654058168408 0.997731518695009 not prognostic BOLA1 0.2927937216181689 -0.045479057754303776 0.6310665009906415 0.08979940897725877 0.2948199884757601 not prognostic DNAJB6 0.3859031507476935 0.06489042568849862 0.7069158758068883 0.01846512746199349 0.12227683888108558 not prognostic POLR3F 0.33387046211366644 -0.020178763264455113 0.687919687491788 0.06456512322012486 0.24660902226526363 not prognostic HECTD3 -0.34310054797399303 -0.782659686223361 0.09645859027537501 0.12605095034836097 0.35667956968042847 not prognostic SFT2D2 0.2553440352054391 -0.05171174674681356 0.5623998171576917 0.10312614903196907 0.3199197547758902 not prognostic PDE5A 0.1983008324732247 -0.15645834772262016 0.5530600126690696 0.27326826173030017 0.5465975753510673 not prognostic NEK6 0.17921870949632043 -0.12621149900829634 0.48464891800093723 0.2501203054154744 0.5190837029171865 not prognostic MYH14 -0.1686272589978373 -0.3956339382307542 0.05837942023507961 0.14541499188274926 0.3863206000968113 not prognostic TTYH3 0.33034373629478986 0.0864174860184048 0.5742699865711749 0.007946504454752534 0.07758457402769842 not prognostic INIP 0.05392714495100849 -0.3192968643344683 0.42715115423648525 0.7770271790322543 0.8960232269288734 not prognostic PTPN6 -0.05438866541113985 -0.3789164298718929 0.2701390990496132 0.7425512207209839 0.8789081278576109 not prognostic PLIN3 0.2980392494914003 0.02250925033836626 0.5735692486444344 0.033999129639357153 0.1699576815528557 not prognostic PIP4K2C 0.028711731481161313 -0.21457690620399372 0.27200036916631637 0.8170776029833307 0.9155564179611714 not prognostic CDC73 0.6161711770394314 0.18238813218258804 1.0499542218962747 0.0053684899134923865 0.06349285362681285 not prognostic PAGR1 0.29480660109145773 -0.05653644331005231 0.6461496454929678 0.10005729014301046 0.31398980674741417 not prognostic CCNL1 0.05588153990549779 -0.2941301430385461 0.40589322284954166 0.7543411171604326 0.8847918278445374 not prognostic WASL 0.05241239504288645 -0.33036352846413414 0.4351883185499071 0.7884128562998143 0.9019499492016658 not prognostic TBC1D8B 0.009645626618364782 -0.23947761785237703 0.2587688710891066 0.9395094302562106 0.9771640252188492 not prognostic PCBP2 0.021386117959711067 -0.29972882423178054 0.3425010601512027 0.8961449339544858 0.9546865294734069 not prognostic TRAP1 -0.17003947164184488 -0.40133812788016 0.06125918459647023 0.14962147939183096 0.39145561221363606 not prognostic GRB7 0.42144340580762746 0.14602715938724703 0.6968596522280079 0.00270736364821555 0.04547659801589835 unfavorable PRKAR1A -0.031529430008230906 -0.2903214060550781 0.22726254603861631 0.811269589493847 0.9140821337450807 not prognostic OTUD7B -0.012899438890674854 -0.3238527133944777 0.298053835613128 0.9351984267581753 0.9752861403338315 not prognostic SLC29A3 0.2546051674786265 -0.1095772618347508 0.6187875967920038 0.170612315666771 0.42195913319464107 not prognostic RAVER1 0.4769456428211479 0.14222505141072206 0.8116662342315737 0.005225948317018615 0.06271838509687354 not prognostic KIAA1191 0.015535090696645035 -0.3305290549279924 0.3615992363212825 0.9298891392474675 0.9728087711711354 not prognostic ATP6AP2 0.555660937189563 0.25319803899332277 0.8581238353858032 0.0003173726266998135 0.016813237436943372 unfavorable STOML1 -0.03975976597408266 -0.5638440359018894 0.484324503953724 0.8817958142641973 0.9475177538534996 not prognostic FOXO3 0.11515732941841096 -0.2317000861308527 0.4620147449676746 0.5152325352389296 0.7404296770456079 not prognostic HINT3 -0.2163554948301679 -0.48964651316490215 0.05693552350456635 0.12074864756036503 0.34839273013469163 not prognostic PIGM 0.016392087992535314 -0.2943492723901473 0.32713344837521796 0.9176525472894206 0.9659898008091925 not prognostic SETD7 -0.32840137803261615 -0.6216791786958368 -0.03512357736939553 0.02818559361370614 0.15340159247629853 not prognostic ZSCAN21 -0.2600707576959634 -0.7279656264100804 0.20782411101815373 0.27597315218887747 0.5488199981223945 not prognostic VAMP5 -0.07813014829182872 -0.3748009656980658 0.21854066911440834 0.6057363852101998 0.803788032723717 not prognostic SLC35E1 -0.20172773023866528 -0.6380083458841835 0.234552885406853 0.3648038129193786 0.6282147599667621 not prognostic MBD4 0.0397122468375743 -0.3291726096273522 0.40859710330250076 0.8328875488194376 0.9240201021784913 not prognostic TRUB2 -0.20048823811112582 -0.43785369525133433 0.03687721902908267 0.09783062068965682 0.3105948748349282 not prognostic TRMU -0.04545631833495685 -0.2941343772969646 0.2032217406270509 0.7201447010365101 0.8688122232017079 not prognostic SAP30 0.4833423140767015 0.1948828444866465 0.7718017836667564 0.0010230385198683539 0.027018477487850655 unfavorable PNPT1 -0.1718250992826203 -0.4756014968192318 0.1319512982539912 0.26759639634775173 0.5408105048535939 not prognostic PACS1 -0.0030328425339970627 -0.3137909944493543 0.3077253093813602 0.9847387888450709 0.9946261706374008 not prognostic ZNF280D -0.3858935812623103 -0.7591766170533845 -0.012610545471236245 0.04274664433338461 0.1957599522848043 not prognostic PGM2L1 0.3998000594586331 0.09589909987755152 0.7037010190397147 0.009924438870973698 0.08903156434050855 not prognostic LRSAM1 -0.23380486142420123 -0.5561446421799089 0.0885349193315064 0.1551326048999513 0.40153287414549405 not prognostic MAPK1 0.5327987992737302 0.1613019405323206 0.9042956580151398 0.004939241891056299 0.06091051329287472 not prognostic PPP3CC -0.30462522542279435 -0.6836074639127727 0.07435701306718406 0.11516058241988673 0.34106275038215217 not prognostic FBLL1 0.1348502461136515 -0.14506938791311694 0.41476988014041993 0.3450647041819088 0.6128475097283534 not prognostic MORC2 0.4795569336780501 0.14424978183036674 0.8148640855257334 0.00506070271567875 0.061476894726556104 not prognostic UTP20 0.23030010175799245 -0.11613499740113345 0.5767352009171184 0.1925994281888186 0.45080854394104386 not prognostic TUSC2 -0.2774697712645615 -0.6708902098812032 0.11595066735208015 0.16687517007189812 0.41802837091597755 not prognostic ALKBH8 -0.41844202205995085 -0.9206681539027839 0.0837841097828822 0.10247066357380208 0.3187699273718728 not prognostic GSS -0.3618693712058656 -0.7156023546294631 -0.008136387782268106 0.04495812015431359 0.20186060669085734 not prognostic FAM63B 0.0647180862568149 -0.3778384886047807 0.5072746611184105 0.7744040728266236 0.8950735429920942 not prognostic PCBP1 -0.2529344783098093 -0.7122632628485523 0.20639430622893368 0.280464771876313 0.5530839433058657 not prognostic GTPBP8 0.04826965222500757 -0.2426070368244469 0.339146341274462 0.7449941152828001 0.8801705349863961 not prognostic RHOBTB3 0.1662712889828093 -0.29290556794278755 0.6254481459084061 0.47787949029183985 0.7154607151476324 not prognostic CEP170B -0.3401913659289691 -0.683195987514482 0.0028132556565437228 0.05190886819102868 0.22015163283480807 not prognostic FAM32A -0.06948137804627078 -0.3806041467744299 0.24164139068188836 0.6615977977312224 0.8355600342908216 not prognostic FKRP 0.11457146528466798 -0.24601691179689372 0.4751598423662297 0.5334496697844464 0.7515302743635167 not prognostic RAI1 0.07413274664585412 -0.2755689734279248 0.42383446671963304 0.6777833475507904 0.8471582173142854 not prognostic DCUN1D3 -0.22379066359859648 -0.5430027770332045 0.09542144983601156 0.1694181508887446 0.420749155313989 not prognostic PDE4D 0.11655691495312036 -0.2676362978907558 0.5007501277969966 0.552100314737025 0.7667060831147177 not prognostic URB2 0.14021254225040936 -0.22336712652758905 0.5037922110284078 0.44973939809989505 0.6942270398600622 not prognostic SNX21 -0.08689576710344889 -0.469423645533422 0.2956321113265242 0.656154140719761 0.8322068312599546 not prognostic STK19 0.2350916419892889 -0.03850212436670414 0.5086854083452819 0.09215394768442274 0.29991068470324855 not prognostic PHPT1 0.2605732105184819 -0.005846291657646774 0.5269927126946106 0.05524369116335415 0.22729630835731143 not prognostic IFT74 -0.0726253270243257 -0.45319496888578037 0.3079443148371289 0.7083848074433248 0.862645427236138 not prognostic PFDN5 0.37756493343946673 -0.02640896047707303 0.7815388273560064 0.06697595041330512 0.2519477664076978 not prognostic OGFOD3 -0.20602450144131798 -0.49461124141496227 0.08256223853232628 0.1617425910295195 0.41138676633161586 not prognostic ATP5SL 0.11131430694761718 -0.12342248926738097 0.34605110316261534 0.35266493576020697 0.6195857868644296 not prognostic PIGN -0.04702034710732054 -0.3687246922274282 0.2746839980127871 0.7745192551875819 0.8949755926296361 not prognostic RIF1 0.12372076450831457 -0.1989260294435631 0.44636755846019227 0.45231604489234367 0.6959246519885123 not prognostic HSPA5 -0.06313678529343629 -0.3347259097553356 0.208452339168463 0.6486516373857321 0.8295069432244622 not prognostic TXNDC16 0.0786169549861411 -0.32464052647935626 0.4818744364516384 0.7023840343217354 0.8597818238012711 not prognostic PFKL 0.048758559377788085 -0.24225783934964876 0.33977495810522496 0.7426216215529193 0.8788752647406857 not prognostic CRNKL1 0.33870087887359007 -0.004847825966704189 0.6822495837138843 0.05332164041585266 0.2225588096238363 not prognostic HN1L 0.1861814682134474 -0.12733018646148708 0.49969312288838186 0.2444480474583206 0.5120597493903473 not prognostic TMEM120B 0.12502671286822276 -0.24011983289035693 0.49017325862680244 0.5021603029747634 0.7303185822828228 not prognostic BLOC1S6 0.16605580578311852 -0.14126185915080364 0.47337347071704067 0.2895790457364804 0.5632416242621572 not prognostic RRBP1 -0.030013848960558136 -0.3038929232595607 0.2438652253384444 0.8299322550533247 0.9224560495955824 not prognostic CIRH1A 0.4907189581680601 0.1166204848650147 0.8648174314711055 0.010141760861880234 0.0901680089338766 not prognostic MAT2B -0.5441910335690195 -0.8647004243105673 -0.22368164282747183 0.0008753108068837121 0.025279540819451208 favorable HAUS1 0.47750298663113366 0.11883646300374534 0.836169510258522 0.009071280801417874 0.08381339217243987 not prognostic ZHX3 -0.2856234752278055 -0.6732592265161067 0.10201227606049568 0.1486913053445079 0.39062008707434837 not prognostic ITPRIP 0.11552747943432376 -0.21546323636463957 0.44651819523328706 0.49391402446239874 0.7256337809340099 not prognostic ANAPC7 0.6980094377825741 0.20584011720066658 1.1901787583644816 0.005441243999594958 0.06384725757322891 not prognostic SDE2 0.03274881950271641 -0.3593734577694748 0.42487109677490764 0.8699751677296139 0.9425081893372741 not prognostic C9orf78 -0.1018466633879608 -0.4448667191460626 0.241173392370141 0.5606096472003412 0.7736032939865375 not prognostic TXNDC12 0.31045738684377455 -0.009161699208123208 0.6300764728956723 0.05693848632746807 0.23004073469757294 not prognostic PLS1 -0.21302564415483427 -0.44256972658093263 0.01651843827126412 0.06892345798147499 0.25530480732649796 not prognostic NR2C2AP 0.08215591674397557 -0.25439746731904667 0.41870930080699775 0.6323327628139357 0.8186948988392142 not prognostic TMEM87A 0.4912188820208276 0.11309414905742154 0.8693436149842336 0.010891092429432411 0.09321983797390858 not prognostic NDEL1 -0.08096370236089352 -0.5430595814837048 0.3811321767619178 0.7312939526640805 0.8742522043265473 not prognostic GLRX3 0.14551949309356682 -0.18086672575098572 0.47190571193811937 0.38219933259599137 0.6428387422002463 not prognostic ASAP2 0.11948520160411982 -0.13822567817412987 0.3771960813823695 0.3634986384944593 0.6271735036502012 not prognostic TBRG4 -0.12078270825548898 -0.38163634748511877 0.1400709309741408 0.364132154731991 0.627540939618001 not prognostic C1S -0.16838004163620743 -0.4336830149872525 0.09692293171483765 0.21352464759198506 0.47578053008736737 not prognostic PHB -0.23482232012535767 -0.49233644556447675 0.022691805313761387 0.0738963576187558 0.26538070186952295 not prognostic MRPL17 -0.08941637897582276 -0.4109589598793751 0.23212620192772954 0.5857274742262231 0.7897617585462914 not prognostic RAPH1 -0.11188404396724194 -0.361905861389598 0.13813777345511413 0.38044414063821863 0.6412116700176904 not prognostic TNK1 0.09942706735073453 -0.3103353098058462 0.5091894445073153 0.634375922548355 0.8201541710578227 not prognostic KDM4A -0.05245199515556414 -0.46683955531258026 0.36193556500145196 0.8040673648930715 0.9108965099187232 not prognostic PRKCI 0.07144996543921667 -0.22298311545909982 0.36588304633753316 0.6343424693424018 0.8202293656878283 not prognostic KMT2A 0.0019853113946152858 -0.550748187967763 0.5547188107569937 0.9943830906624922 0.997838131663449 not prognostic TBCEL -0.18224658554044462 -0.5040757223862014 0.13958255130531208 0.26704401538006556 0.5403039705531586 not prognostic LIG4 -0.07047034124169747 -0.33890437025541176 0.19796368777201678 0.6068763622198372 0.8036332008510875 not prognostic TSNAX 0.19419294988057315 -0.11627154077005217 0.5046574405311984 0.22022083029961687 0.48431272259210756 not prognostic TBL1XR1 0.32640899566279213 -0.058294320317125226 0.7111123116427095 0.09631854366433909 0.30742956200599925 not prognostic CPNE3 -0.22730623502686448 -0.5275769543790887 0.07296448432535979 0.1378882011818134 0.37511791710142073 not prognostic NCKAP5L 0.12400822578598944 -0.4133763181129496 0.6613927696849285 0.6510627585280017 0.8301003812448304 not prognostic RUFY2 0.10866347938739894 -0.1586808586578543 0.3760078174326522 0.4256616332572116 0.6747430245311288 not prognostic INTS12 0.09233082958475307 -0.2631963873939929 0.4478580465634991 0.6107487794082406 0.8050697617847435 not prognostic TMEM230 0.1419296252461477 -0.12886338411386963 0.412722634606165 0.3042943544455801 0.5780495131235474 not prognostic MTG2 0.021946661619339277 -0.24956650676094527 0.29345982999962383 0.8741213562980421 0.944827780144437 not prognostic SWAP70 0.35348017450558156 0.0005793273606373717 0.7063810216505257 0.049625089239348975 0.21411731275175488 not prognostic STK4 0.3167329464762531 0.01078266479954626 0.62268322815296 0.0424542801282728 0.19491957435303917 not prognostic AFAP1L1 0.13944001218419724 -0.2127132090605691 0.49159323342896355 0.43770455172742795 0.6850994495831577 not prognostic XRCC5 0.4990808512024984 0.059991748980346205 0.9381699534246506 0.025897229317444048 0.14702466333486147 not prognostic MPZL1 0.36828782194061177 0.04883727428857326 0.6877383695926502 0.023846007981046937 0.1416677567712762 not prognostic SMARCA4 0.5375570918494287 0.16585770084971146 0.9092564828491458 0.004589335551592413 0.0586138676082837 not prognostic MICAL2 -0.13216261098143545 -0.4474151166821526 0.18308989471928172 0.4112639589338718 0.6647492732144709 not prognostic DDX10 0.2940495677186303 -0.03969748444231452 0.627796619879575 0.08419704689585145 0.2839232244288354 not prognostic RWDD1 -0.15096633672206233 -0.4406936835344481 0.13876101009032343 0.3071286031296133 0.5809681774391354 not prognostic ANAPC13 0.0955663805868879 -0.33542610382658766 0.5265588650003635 0.6638572918934711 0.8368789544244222 not prognostic PTCD3 -0.1565673734922803 -0.42125216117811803 0.10811741419355739 0.24630723021957313 0.5146297858006623 not prognostic UBL3 -0.11466547075727518 -0.4419046282612631 0.21257368674671273 0.4922235235918909 0.7244578672888705 not prognostic RIOK2 0.11397455975471193 -0.12703225482812672 0.3549813743375506 0.35398531760146834 0.6203230668400755 not prognostic NCK2 0.21402504706300401 -0.0785202046693999 0.5065702987954079 0.15160007253668506 0.3949012072798782 not prognostic GMPR2 -0.29155775790734895 -0.5671662935303241 -0.015949222284373732 0.03813642961919171 0.1816146033939486 not prognostic RPRD1A 0.42283588273211375 0.12193411619352584 0.7237376492707017 0.005883612698189484 0.0666784613758107 not prognostic AARS2 -0.18228911527915212 -0.4513969453872708 0.08681871482896655 0.18429487605180736 0.44141038664842996 not prognostic CWF19L1 0.22809743251303533 -0.08809257102696971 0.5442874360530403 0.15738968090989722 0.4050330017781862 not prognostic ZNF346 0.6786211629543402 0.23552141796244824 1.121720907946232 0.002684357504556945 0.04534538252509118 unfavorable ATG4C -0.2293316376705175 -0.6568645205711319 0.1982012452300969 0.29310318232364296 0.5673843873175298 not prognostic PPM1L 0.03827460334924987 -0.20179035787731767 0.27833956457581743 0.7546715030624587 0.884599890929326 not prognostic TRADD -0.429040894976006 -0.8285237450068503 -0.02955804494516162 0.0352927674217873 0.17342269304460028 not prognostic ZNHIT2 0.01571382559033553 -0.3793094710488588 0.41073712222952985 0.9378548049652135 0.976236957197251 not prognostic NCSTN 0.26260075851850256 -0.09281920561744783 0.618020722654453 0.14758564042839944 0.3893147432986035 not prognostic NANP 0.6416968770014304 0.26160113645586885 1.021792617546992 0.000936597887232081 0.026041493429778947 unfavorable GGA2 0.2647181498505727 -0.08068706791088609 0.6101233676120315 0.13306765005146168 0.36861221253426246 not prognostic EFCAB14 0.10608314317833827 -0.3322562119711163 0.5444224983277929 0.6352619443496028 0.8205886867352467 not prognostic MRPS11 -0.19060786046065836 -0.46479195264634116 0.08357623172502443 0.17303011889258005 0.4251203771803702 not prognostic SERPINC1 -0.10296616441788627 -0.35382825332302803 0.14789592448725553 0.42112800656653204 0.67159940199326 not prognostic AKTIP -0.14964433340305713 -0.46776746159185245 0.1684787947857382 0.3565482849885827 0.6217718729066578 not prognostic TUT1 0.0035249291633510597 -0.2919312540399441 0.2989811123666462 0.9813445432061052 0.993214751901906 not prognostic CDC27 0.4402503197489124 0.08281901731876318 0.7976816221790616 0.015774148903371355 0.1127102594827484 not prognostic FAM160A2 -0.1869349469384873 -0.543647203257083 0.1697773093801084 0.30436466074451557 0.5780604174046771 not prognostic 43165 -0.3585308107581185 -0.7121731813852226 -0.004888440131014471 0.04691610307876432 0.20722243259209522 not prognostic TOMM70A -0.4065658187110364 -0.7403219553525425 -0.07280968206953031 0.016961800821179686 0.11681461750155517 not prognostic ATG4B 0.4034244507821833 0.11469122526706149 0.6921576762973052 0.006171921394251768 0.06763428671081527 not prognostic METTL10 -0.11231445878327495 -0.3977218730181004 0.1730929554515505 0.4405342078141594 0.6871259168223292 not prognostic ACVR1 0.20109597816408614 -0.06932236552687016 0.47151432185504244 0.14497214974708578 0.3852584317855919 not prognostic MRPL50 -0.06579453611220049 -0.38192225741817715 0.2503331851937762 0.6833321741883913 0.849114914019246 not prognostic RGS12 0.10503073540347135 -0.2975732046615269 0.5076346754684696 0.6091321986846014 0.8049535903798135 not prognostic TRABD -0.1683211236006733 -0.4450794186168899 0.10843717141554327 0.23325068697064985 0.49935279781162795 not prognostic FAM49A 0.24175807558797283 -0.011381570436801075 0.4948977216127467 0.061228629821701866 0.23948445731485224 not prognostic RRP1B 0.37367942159672685 0.03266408582174052 0.7146947573717132 0.03173769527420051 0.1639628308077999 not prognostic ABCA2 -0.2912421774334288 -0.6019573684620587 0.019473013595201205 0.06619071601312823 0.2502556927641626 not prognostic RRN3 -0.07172974258594432 -0.37670661864362237 0.2332471334717337 0.6448141968449914 0.8271989546286299 not prognostic C19orf47 0.1581089419024849 -0.1719873628486113 0.4882052466535811 0.34784367399357885 0.6152201527586946 not prognostic PLCL1 -0.2947734838236704 -0.6553628065619519 0.06581583891461107 0.10910575069143949 0.3303428427258904 not prognostic ARPIN -0.15949780680608286 -0.4309132524956659 0.11191763888350018 0.24941288933661518 0.5184568372952671 not prognostic ARL3 -0.04246376868616156 -0.30142076747258995 0.21649323010026686 0.7479111517602054 0.8816390443329979 not prognostic ATP2A2 0.3844600195596676 0.0006576433643664115 0.7682623957549688 0.049608727443426204 0.21425322566376978 not prognostic AVPR1B 0.20857248167546316 -0.27259874705142084 0.6897437104023472 0.39555736407128816 0.6524364555140463 not prognostic ANKMY2 0.19600575944517085 -0.0823241051386317 0.4743356240289734 0.1675103102248406 0.41844860698744357 not prognostic C6orf106 -0.03965227125030899 -0.32988482159140375 0.25058027909078573 0.7888725089689061 0.9022452188041156 not prognostic IFT20 0.4881881315559825 0.11083227731458206 0.865543985797383 0.01122483746263842 0.09436241296056505 not prognostic MTX2 -0.3737834161336468 -0.7017933551947485 -0.04577347707254509 0.02551763012490827 0.14616720569949057 not prognostic SYVN1 -0.10792894078834334 -0.3928367266824432 0.17697884510575654 0.4577997453098748 0.7008688645279256 not prognostic POC5 0.29207707701710456 -0.04813089684485944 0.6322850508790685 0.09243739809498618 0.30017846396242703 not prognostic TBC1D10A -0.24715821079741326 -0.6727692525618719 0.17845283096704537 0.2550460970999259 0.5250466101024687 not prognostic NSMCE4A -0.23129523597180685 -0.5220534004249172 0.05946292848130352 0.11896516245605183 0.3461472536460943 not prognostic MRPL15 -0.014568003314501728 -0.3299169640365931 0.3007809574075896 0.9278554206212872 0.9717030741399444 not prognostic FAM122A -0.07017823867625984 -0.5658471375076787 0.425490660155159 0.7813982180437025 0.8975953613222053 not prognostic REEP4 0.1667835218692223 -0.17361928702634316 0.5071863307647877 0.3369029512869024 0.6060462372657499 not prognostic NDST1 -0.07994712431929063 -0.41243743232882263 0.25254318369024137 0.6374462678824274 0.821632081248398 not prognostic MZT1 0.6763627113128835 0.24538476551766725 1.1073406571080997 0.002098657831828718 0.03947328480748427 unfavorable STK11IP -0.2304581538833054 -0.5453622639459306 0.08444595617931974 0.15146609428710586 0.3946670378790625 not prognostic FBXO7 0.0007477225829015777 -0.32297015833419074 0.32446560349999387 0.9963878940730005 0.9982834395294957 not prognostic ZNF787 0.1294459493908553 -0.15073324074833372 0.4096251395300443 0.3651870616044015 0.6286329095451272 not prognostic DPY19L3 0.23688170793479005 -0.058656384275746126 0.5324198001453262 0.1161910797579835 0.3432064457516418 not prognostic TTF2 0.011807021254313828 -0.3429923293835595 0.36660637189218714 0.9479958689531219 0.9801832792166879 not prognostic PDXK -0.11536863330750116 -0.3844287186920391 0.1536914520770368 0.40068358571373264 0.656417226513275 not prognostic PMM1 -0.07994964864057515 -0.35148893135755527 0.191589634076405 0.5638890397004672 0.7762144176565625 not prognostic TMEM115 -0.02907221201364798 -0.4149439939259957 0.35679956989869976 0.8826056579043987 0.9478191741895264 not prognostic DRAP1 0.33205128566959563 -0.08733317002859864 0.7514357413677899 0.120705655804101 0.3483809595145443 not prognostic RPS21 -0.04931303128851265 -0.4441670144503463 0.34554095187332096 0.8066279429248004 0.9117207389225778 not prognostic PLCB1 0.37765972882399035 0.1660315826968688 0.5892878749511119 0.00046939096651542935 0.020107451307237505 unfavorable RPS19BP1 0.09281221927965892 -0.2894526077699851 0.475077046329303 0.634166541618137 0.8201203303635968 not prognostic TMED2 -0.19064012684942547 -0.487723496522501 0.10644324282365006 0.2084929307351017 0.469948944831663 not prognostic NT5C -0.32730514069195044 -0.6322107547060826 -0.022399526677818304 0.035382774121450605 0.1735791653201903 not prognostic MOB3C 0.10680807157700643 -0.343057661937467 0.5566738050914799 0.6416888645755809 0.8253182595238006 not prognostic NFKBIE 0.30738373862059476 -0.05172577966561753 0.666493256906807 0.09341491605167553 0.3023657785287964 not prognostic RBMXL1 -0.2465289919931261 -0.5596660327833324 0.06660804879708015 0.12281722341716395 0.3513043454485204 not prognostic PRKD1 -0.17970273445257692 -0.5418927320133308 0.1824872631081769 0.33082779278153246 0.6011571399985914 not prognostic SLC33A1 -0.24985488122069122 -0.5565912371020758 0.05688147466069343 0.1103757683625129 0.33216613584859767 not prognostic CBFB 0.15119823703355195 -0.119666161185564 0.4220626352526679 0.27392672840882987 0.5469371095995214 not prognostic CFL1 0.16922782370287368 -0.2565981921919478 0.5950538395976952 0.43603232111005985 0.6834379150732434 not prognostic TCEA1 -0.12258218630021654 -0.44697274689321936 0.20180837429278625 0.45891166295419417 0.7017311901671904 not prognostic GTF2A2 0.056393854096031766 -0.35914736490189014 0.47193507309395366 0.7902466990005212 0.9027789582942027 not prognostic MED18 -0.14349916373745236 -0.5877165687069115 0.3007182412320067 0.5266401873812425 0.7478207133424686 not prognostic TCEB3 -0.13031796052413622 -0.42727330765118354 0.16663738660291114 0.38972052916408606 0.6479420422666783 not prognostic TBC1D1 -0.04627625350907368 -0.30298198751420025 0.2104294804960529 0.7238470341131671 0.8703468300315854 not prognostic NOC3L 0.04952344899853176 -0.2184676817149314 0.3175145797119949 0.7172087447220412 0.8670226696592539 not prognostic ANXA11 0.07169939826157917 -0.2387581280879762 0.38215692461113454 0.6508016261975246 0.830240376082422 not prognostic TRAM1 -0.26730098053239487 -0.5633374896286047 0.028735528563815005 0.07677460494416322 0.2696598815477024 not prognostic MRRF -0.19609578404097078 -0.4320960882470698 0.039904520165128216 0.10340618094871652 0.3205663220338847 not prognostic ZRANB2 -0.24528273206805062 -0.6377269662503331 0.1471615021142319 0.22057413177236543 0.4847324992042189 not prognostic C1orf52 0.20624427070247603 -0.19313254797078017 0.6056210893757322 0.31146383026680846 0.5843536614372875 not prognostic RAP1GDS1 -0.0010424304766842177 -0.27918378088674434 0.2770989199333759 0.9941390800730512 0.9978169488670434 not prognostic TRIM38 -0.10075940410566672 -0.414478126233338 0.21295931802200455 0.5290241311698305 0.7487121477021013 not prognostic TMEM5 0.423141256259035 0.054620692762971434 0.7916618197550985 0.02441961619990762 0.14317539216619052 not prognostic RBPJ 0.603116568945738 0.29028943410504016 0.9159437037864357 0.00015763533108453516 0.012714496569367958 unfavorable TGS1 0.09421240862710538 -0.24835893567546968 0.43678375292968047 0.5898728091385981 0.7928436060978634 not prognostic SLC7A6OS -0.23952377697945285 -0.7578990151252365 0.27885146116633086 0.3651298762821188 0.6286553427603481 not prognostic POLR1B 0.45720500543065906 0.11063782493971702 0.8037721859216012 0.009719238675978853 0.08780660329569996 not prognostic TCF25 0.11333969156893851 -0.14025108358038663 0.3669304667182637 0.3810381919299405 0.6419711953987123 not prognostic SGMS1 0.10057988300226542 -0.2121596583797162 0.41331942438424707 0.5284706815119553 0.7487574001545396 not prognostic GLTSCR1 -0.15324121568211793 -0.7043319327771488 0.397849501412913 0.5857499946439018 0.7896731971159242 not prognostic PIP4K2B -0.09077475916476645 -0.5461158314216443 0.36456631309211146 0.6959970787063554 0.8565308378911339 not prognostic LYRM4 -0.2794124516506877 -0.5803080307388371 0.021483127437461724 0.06875475967657275 0.25489083369952625 not prognostic FADS3 0.307148222799275 -0.03712961814170551 0.6514260637402556 0.08036258701876275 0.27524339769662703 not prognostic LYST -0.1856079964508135 -0.6132371018048608 0.24202110890323375 0.39493484291781755 0.651890053215933 not prognostic DNAJC14 -0.0564010957266088 -0.40471860045920827 0.2919164090059907 0.7509659395929731 0.88326301329163 not prognostic CASC4 0.11289780742334729 -0.18363166212213802 0.40942727696883263 0.4555357185210229 0.6987170272260953 not prognostic PHF11 -0.10621578656435038 -0.4255558987672451 0.21312432563854433 0.5144630644434163 0.7400366028216431 not prognostic FBXO45 0.5172366466969747 0.08338062738882385 0.9510926660051255 0.01945792634090606 0.12623682212328402 not prognostic MRPL13 -0.18789622314741314 -0.49604929342539894 0.12025684713057264 0.23205291140907375 0.49750232659134036 not prognostic MRPL1 -0.15335415135405395 -0.4438226249390425 0.13711432223093462 0.30077545006817313 0.5742893163703037 not prognostic ABCA1 0.03137379069661155 -0.22682308653084893 0.28957066792407204 0.8117590078621156 0.9140584074191324 not prognostic C10orf11 0.11019101049776389 -0.21524962877199696 0.4356316497675248 0.5069306125597062 0.7349878176918299 not prognostic EIF3D 0.5198301665602351 0.04844455215938065 0.9912157809610895 0.030665184750756847 0.1610236944712763 not prognostic INADL -0.47544269966999564 -0.7917403708676001 -0.15914502847239126 0.003217886104063762 0.049416353841651564 favorable PPP1R13L 0.015492786106670493 -0.2753783914911823 0.3063639637045233 0.9168564191354095 0.9656058723114129 not prognostic URB1 0.11686660686685288 -0.24921399733306962 0.4829472110667754 0.5315158435054903 0.750104247620532 not prognostic FNTB 0.1202055367413138 -0.22343811778022105 0.4638491912628486 0.49297192851474725 0.7252017213264101 not prognostic SMCR7L -0.29816938811389276 -0.6645003319439108 0.06816155571612525 0.11064912713630559 0.33198446221559785 not prognostic PTPRG 0.09006218614417956 -0.18202192386540517 0.36214629615376426 0.51649029866742 0.740810260168121 not prognostic BEND3 0.5998186093145937 0.1423452320572926 1.0572919865718948 0.010175224384927321 0.0901076003147916 not prognostic COG2 0.14082487821213577 -0.238907982468085 0.5205577388923566 0.46731323587086104 0.7063743712226607 not prognostic SFXN3 -0.10857377657930858 -0.41438130209450297 0.19723374893588583 0.48651350494263756 0.7216294582093165 not prognostic PIGA 0.4088773580897246 -0.01316606370026141 0.8309207798797106 0.05758802017960885 0.2313080056832831 not prognostic NLE1 0.22449610712940102 -0.11468296633904182 0.5636751805978438 0.19454089077324233 0.4527487899903402 not prognostic DESI1 -0.001951723142386826 -0.2610602616141531 0.2571568153293794 0.9882209880152815 0.996008387448026 not prognostic PCMT1 0.05281570344966386 -0.25459440132020184 0.36022580821952954 0.7363138930761165 0.8756931834099988 not prognostic ADCK2 0.11037606073930124 -0.26266960154780866 0.4834217230264111 0.5619749614403806 0.775009523995029 not prognostic PUS10 -0.27738094753988424 -0.5739321185266749 0.019170223446906443 0.06676327958182315 0.2517824945644746 not prognostic ARID4B 0.3413398109934843 -0.04578982547165489 0.7284694474586235 0.08396334706053496 0.28366937593696967 not prognostic GTPBP6 -0.12517694262819043 -0.3911033842580669 0.14074949900168607 0.3562185104404827 0.621923620119665 not prognostic NUP50 0.3945383066708872 0.04766174127470102 0.7414148720670733 0.025796069944103273 0.1468227680925344 not prognostic LRRC14 -0.2030051336466276 -0.4988040291267078 0.09279376183345261 0.17858895205919162 0.43283889761395306 not prognostic BCAP29 0.08493229289872176 -0.1940003914551908 0.36386497725263434 0.5506475988085939 0.765876643177465 not prognostic FAIM 0.4035924204378073 0.08342518031814505 0.7237596605574695 0.013486136477701471 0.10337446907950452 not prognostic SYAP1 0.26408546660640403 -0.03125698415920758 0.5594279173720156 0.07968184455164466 0.2740651380218497 not prognostic IL10RB -0.14955820421780755 -0.4303665558005527 0.1312501473649376 0.2965434306824518 0.570712238800514 not prognostic FMNL3 0.04104704860541843 -0.2560150283169584 0.3381091255277952 0.7865284792065677 0.9009454291627943 not prognostic ABL1 0.023868198301358664 -0.3048028097903527 0.35253920639307 0.8868167931047403 0.949834998046027 not prognostic RING1 -0.1185432100746052 -0.5027209666864265 0.2656345465372162 0.5453296838201555 0.7616749858411626 not prognostic ZCCHC2 -0.20118500861535799 -0.5673091283117064 0.16493911108099046 0.28148063883134933 0.5535023411941732 not prognostic TTC19 -0.24703174700388258 -0.4992491845597465 0.005185690551981315 0.05490005757970182 0.2262984417638446 not prognostic RCC1 0.1182689183789881 -0.17215278916726184 0.4086906259252381 0.4247779852964034 0.6740583662457815 not prognostic SLC25A3 -0.3716509881449281 -0.6355874277240912 -0.10771454856576501 0.005782953681915874 0.0660392657068786 not prognostic KAT8 -0.12467496857054026 -0.456603814530056 0.20725387738897544 0.46162286623832727 0.7029953259792047 not prognostic VRK3 -0.21630909371903134 -0.4917166514738864 0.059098464035823695 0.12371053762379744 0.3528449962873076 not prognostic SBF2 -0.29438337802033937 -0.7493162517477665 0.1605494957070877 0.20469911179749056 0.4647910595797446 not prognostic LIX1L 0.27519128259938724 -0.017973717781518073 0.5683562829802926 0.0657975878857779 0.24940127194808193 not prognostic SPPL2B 0.230128839650891 -0.057090198794326835 0.5173478780961088 0.1163257579386727 0.3433776824348621 not prognostic C14orf142 -0.21105772265960798 -0.5146499832682307 0.09253453794901478 0.1730182470934476 0.4252078963018491 not prognostic ZMYM1 -0.2475817923506301 -0.8069324304620136 0.3117688457607533 0.3856537014277124 0.644291395574232 not prognostic TAF9B -0.030669205003660237 -0.322503130869641 0.26116472086232057 0.8368103209502229 0.9252763743938922 not prognostic FAM134C -0.33974516689435563 -0.638442463039792 -0.0410478707489193 0.025793414459780742 0.14690104303970544 not prognostic ATAD2B 0.291030442289751 -0.06469507698454419 0.6467559615640461 0.10882225328020724 0.33004255881358247 not prognostic SEC13 -0.15234376135495878 -0.4647241941191559 0.1600366714092383 0.3391489145588077 0.6081314304115772 not prognostic MORF4L1 0.5051540769506496 0.1302846354365108 0.8800235184647884 0.008262683857226854 0.07937318516496997 not prognostic PVR 0.044202587360159244 -0.22996777262314616 0.31837294734346466 0.752009026463826 0.883909257441333 not prognostic TMEM219 0.058276263449021065 -0.3062374614046106 0.4227899883026528 0.7540168471003964 0.8848751909935574 not prognostic TRMT112 0.036365755066087004 -0.35159940267283446 0.4243309128050085 0.8542359261862171 0.9345032071291791 not prognostic CASP4 0.13161234382234074 -0.15830290754326418 0.4215275951879457 0.3735939172874032 0.635528470734205 not prognostic UNC13B -0.0008986404156072854 -0.27389997023510837 0.2721026894038938 0.994852381845217 0.9979734873568883 not prognostic COMMD5 -0.09249111097798476 -0.5625467513223501 0.37756452936638063 0.6997522911778637 0.8586735557723978 not prognostic C9orf41 -0.017455972541835472 -0.30157661773835037 0.26666467265467947 0.9041524858603999 0.9578602775894167 not prognostic SNX8 0.6255106249872597 0.32038703361282456 0.930634216361695 5.870096608316748e-05 0.010106725948896124 unfavorable PMS2 -0.06546739130113337 -0.4006930271779397 0.26975824457567293 0.7018916067129177 0.8597668018745044 not prognostic RBM8A 0.24394829223155562 -0.12256427700193923 0.6104608614650504 0.1920499397139287 0.4497575491129489 not prognostic HIF1AN 0.3523096143550311 0.037868332724464715 0.6667508959855974 0.028091692748086275 0.15326320851530556 not prognostic RTKN 0.01082642178225731 -0.2743823367956553 0.2960351803601699 0.9406924850489937 0.9768058244773418 not prognostic RAP2B -0.003453750867241808 -0.2881495305413808 0.2812420288068972 0.9810304420527303 0.9931213871209966 not prognostic RPL17 -0.12448145378932059 -0.4834973337275105 0.23453442614886938 0.4967719285640132 0.7274450566623503 not prognostic TRMT2A 0.21940658907973637 -0.06325635102336158 0.5020695291828343 0.12817225213667377 0.36063047560642375 not prognostic PEX16 -0.6015249333949745 -0.9021461511156563 -0.3009037156742927 8.79009599263197e-05 0.01124253277457629 favorable PDCD10 0.21641394785352275 -0.08682696279611812 0.5196548585031636 0.16188270226506896 0.4113925158612439 not prognostic TPR 0.5386753252511889 0.13611832545846025 0.9412323250439175 0.00872373257019431 0.08195548552040888 not prognostic MPP5 -0.02290884425042543 -0.3948863013985807 0.34906861289772984 0.9039226315239046 0.9577300970453867 not prognostic CSTF1 0.29949429493972163 -0.1452687729486069 0.7442573628280502 0.18690200085740918 0.4440906618037114 not prognostic CFD 0.12050352271660608 -0.21990541514932865 0.4609124605825408 0.48779503350067377 0.7225726232514117 not prognostic ATAD1 -0.008194894993856245 -0.2609230371594536 0.2445332471717411 0.9493259441664195 0.9808788434070344 not prognostic DKC1 0.14938060960454433 -0.21402752855366622 0.5127887477627548 0.4204433406506348 0.6712248981535545 not prognostic TEP1 -0.10155957435550826 -0.39926416886746496 0.1961450201564484 0.5037339203732184 0.7317750753044661 not prognostic PPP2R5A -0.07844036329062888 -0.3376931935153669 0.18081246693410918 0.5531724822093846 0.7675996951674862 not prognostic TMX4 -0.07670389474683839 -0.40173671590805715 0.2483289264143804 0.6437025282042266 0.8268391298439656 not prognostic PIGG 0.05483869562230397 -0.2297819115290441 0.33945930277365205 0.7057039391062798 0.8613725108137046 not prognostic CAMK2D 0.22074783657668035 -0.11793338040814183 0.5594290535615025 0.20143353671434036 0.46123643330012515 not prognostic ARRDC1 -0.329739785631214 -0.8615588636438908 0.20207929238146283 0.22428153179630222 0.4884438224695436 not prognostic CDC34 0.00920946991175002 -0.28112926414282075 0.2995482039663208 0.950427808678508 0.9817907200990748 not prognostic DAB2IP -0.1696005334872882 -0.45606509185224026 0.11686402487766384 0.24588958964275504 0.5143573588952304 not prognostic MALT1 0.5387516750393703 0.22058316764274005 0.8569201824360004 0.000904089829512813 0.025534120642360297 unfavorable CAMLG -0.14953175157217782 -0.488061924329511 0.18899842118515534 0.3866364276688088 0.645090558501462 not prognostic BLNK -0.15720641376910072 -0.4399443600367037 0.12553153249850224 0.2758151306525032 0.5487495254959691 not prognostic HAUS8 0.23387558098340802 -0.11415949021562252 0.5819106521824385 0.18781404051919076 0.4453122629153376 not prognostic CEBPZ 0.38705744555026156 0.05302486159925429 0.7210900295012688 0.023141422945810532 0.13970678329996067 not prognostic SUGT1 -0.19883424563860883 -0.4435277566546706 0.04585926537745297 0.11124162881234867 0.33275853750650103 not prognostic RAB21 0.3355413841201127 -0.02345584745791429 0.6945386156981397 0.06696549054640219 0.2520143072139297 not prognostic MBIP -0.015285399403800075 -0.5009197952148119 0.4703489964072118 0.9508096274864215 0.9820718268211734 not prognostic KAT2B -0.42813765825146644 -0.8371764220673777 -0.019098894435555125 0.0402203330074751 0.1880379328542687 not prognostic LRPAP1 0.11115563962059637 -0.14726061209662727 0.36957189133782004 0.39919349199424914 0.6555354610829993 not prognostic RFK -0.27840016804191087 -0.5782838005203241 0.021483464436502342 0.06882703376231693 0.25505315946772494 not prognostic SREK1 0.3791160770269304 0.0012768316627599363 0.7569553223911009 0.04923081014394053 0.21344476669186419 not prognostic SVIP 0.029011428053099805 -0.24464276255905382 0.30266561866525343 0.8353965082041146 0.9243980889817622 not prognostic PRKCH -0.2721313434085891 -0.6492790493585014 0.10501636254132324 0.15729902697805628 0.40491609791102295 not prognostic FAM120C -0.06342520799012057 -0.31036627091174257 0.1835158549315014 0.614680246996945 0.8075175717334775 not prognostic YIF1B 0.18842140742892619 -0.12242133880806375 0.49926415366591614 0.23481060917246804 0.5006571526366055 not prognostic VBP1 0.48403739351364644 0.051401434229013554 0.9166733527982793 0.02831983822096153 0.15366515854076884 not prognostic NOC4L 0.263475910547409 -0.0874256782027591 0.614377499297577 0.14111620732227556 0.3798597126146522 not prognostic TMED5 0.0219207897572575 -0.28268315647029063 0.3265247359848056 0.8878315533343327 0.9502397964139009 not prognostic TMEM55B 0.06654710300268857 -0.22136865571376868 0.3544628617191458 0.6505385213021978 0.8301413029102874 not prognostic CLTC 0.2597944557381591 -0.18356403802236154 0.7031529494986798 0.25077101037387595 0.5195910335286534 not prognostic STIL 0.23555988531169159 -0.2390601640540408 0.710179934677424 0.330675223851291 0.6013681249523884 not prognostic RCL1 0.23523081628454376 -0.14217616273473335 0.6126377953038209 0.22185535739424594 0.4863543131123124 not prognostic CLEC14A -0.23995378002934925 -0.6082927009731111 0.12838514091441255 0.20166746552671264 0.46153599664127254 not prognostic MANEA 0.07591141071009606 -0.20415058896291305 0.35597341038310515 0.5952438325610533 0.7970711984623257 not prognostic CS -0.24704011225858016 -0.50483236185181 0.01075213733464972 0.06035151883831526 0.23802958068697644 not prognostic FAM126A -0.020802356150342555 -0.3784570764417667 0.3368523641410816 0.9092394984668919 0.9612021761452454 not prognostic N4BP2 0.20148835184542485 -0.10278556318170667 0.5057622668725563 0.19432983408118393 0.4526105630928303 not prognostic MRPL20 -0.02590930912154497 -0.3616690504651646 0.30985043222207465 0.8797840261857371 0.9469471491273028 not prognostic EVI5 -0.18290999668906127 -0.5090184497324555 0.14319845635433293 0.27162923191658717 0.5446576737624199 not prognostic ZBED1 -0.1252371124147679 -0.44200895568353316 0.1915347308539974 0.43841045191191086 0.6857248036281164 not prognostic GNL3L 0.09065410257914414 -0.18912727133845147 0.37043547649673975 0.5253873797971058 0.7467523751902665 not prognostic ATR -0.07883868086404859 -0.40055940386283356 0.24288204213473635 0.6310173775595371 0.8178197135626137 not prognostic NOVA2 0.21255624216530783 -0.2763129536206202 0.7014254379512359 0.3941164337776838 0.6507791279254155 not prognostic ACTR6 0.3831247360694513 -0.10395254114040076 0.8702020132793034 0.12315467501606393 0.3518199762025591 not prognostic SP3 0.2380451642267547 -0.04724890269604387 0.5233392311495533 0.10197254258258528 0.31777242385725235 not prognostic CEP76 0.10386413749963726 -0.3150681810895842 0.5227964560888587 0.6270198653985755 0.8149983819560752 not prognostic MRPL57 -0.03867091499531046 -0.3528863231429915 0.2755444931523706 0.8093881627587162 0.9129963740933332 not prognostic METAP1 0.1658082591096673 -0.15235971512621876 0.48397623334555334 0.30706281105852345 0.5809664724021473 not prognostic PPHLN1 0.3154832868128656 -0.129996335396795 0.7609629090225262 0.1651300974784928 0.41516702126507893 not prognostic HERPUD2 0.06895174464977344 -0.23961740308389712 0.377520892383444 0.6614105995687801 0.8355593478113854 not prognostic TMEM9B 0.39351272078593763 0.031006179294444602 0.7560192622774307 0.03336984046448401 0.16822082301718772 not prognostic ELF1 0.22149877811961075 -0.1642340980735474 0.6072316543127689 0.26039118823814766 0.5311648002497462 not prognostic MNAT1 0.31655973480706 -0.1304820258779274 0.7636014954920474 0.16516993708632272 0.4151506026765433 not prognostic ALG13 -0.10965886799369375 -0.39703832244567605 0.1777205864582886 0.45452816459465994 0.6976496927166107 not prognostic RAB3IP 0.14563000910736582 -0.13308357168136367 0.42434358989609533 0.30578974768022493 0.5794149441229743 not prognostic HIST1H1E -0.02849730424027719 -0.30394621172391567 0.2469516032433613 0.8393122108297537 0.9264409103142381 not prognostic PPM1A -0.5300814740439304 -0.9116575675160761 -0.1485053805717847 0.006473882622721258 0.06924811364542822 not prognostic EPN1 -0.2606387032674908 -0.6379894227475835 0.11671201621260191 0.1758128224654404 0.4294821826829708 not prognostic TXNL4B -0.021407171717280467 -0.337276383098357 0.2944620396637961 0.8943268809991662 0.9538847469127395 not prognostic C15orf40 -0.36707785930044373 -0.6522716823923285 -0.081884036208559 0.011645662999241363 0.09627296475734803 not prognostic RBBP5 0.5204257228408622 0.04148174995365983 0.9993696957280646 0.03319488936470323 0.16762202170456175 not prognostic GPS2 0.21434865196330774 -0.17348320693741262 0.6021805108640281 0.2787011597899567 0.5514279521766812 not prognostic ZMYM2 0.2853699320451314 -0.03271092799632602 0.6034507920865888 0.07867872221664264 0.2728158791656087 not prognostic GTF3C6 0.17490288872457585 -0.22163936962175765 0.5714451470709093 0.3873235545843611 0.6458759143590584 not prognostic TMEM127 0.20800799515840854 -0.24031374357100846 0.6563297338878256 0.36315739493233135 0.6270681112495974 not prognostic YIPF4 0.13666966895220425 -0.2416235649374712 0.5149629028418797 0.47888613067613095 0.7161295353170871 not prognostic CHAC2 0.0738592279795543 -0.267098316462457 0.4148167724215656 0.6711478523324645 0.8428652997520767 not prognostic ARHGAP29 -0.3099427690907112 -0.6973861026108454 0.07750056442942294 0.11690190417277753 0.3434928611942492 not prognostic CHURC1 -0.011337623483699906 -0.4087107718497191 0.38603552488231924 0.9554050824969479 0.9837540774692553 not prognostic RSAD1 -0.30816954831021554 -0.651086205117303 0.03474710849687185 0.07817673443815022 0.272023437009234 not prognostic RARS2 -0.25195221987617683 -0.5100181738982871 0.006113734145933414 0.05568007229911132 0.22793950036302865 not prognostic WBSCR22 0.1595868282173202 -0.2357954275630165 0.5549690839976569 0.42888927971877877 0.6773409280864748 not prognostic DYSF -0.2114915324585216 -0.480319468412508 0.057336403495464816 0.12308886245320938 0.3517442022162731 not prognostic RP9 0.1700819825638803 -0.2468139157913528 0.5869778809191134 0.42393619270943084 0.6734387390574049 not prognostic SRSF6 0.2285923259781171 -0.2162826947994149 0.6734673467556491 0.31388770125519655 0.5860764524166371 not prognostic DGCR14 0.5539111877169494 0.18356219863505008 0.9242601767988486 0.00337423460168226 0.05085778179942975 not prognostic BRI3BP 0.30650122814780434 0.040134275268848385 0.5728681810267603 0.024115922407911286 0.14223310495258878 not prognostic PITPNC1 -0.23593295873389958 -0.501261602584248 0.029395685116448855 0.08136503871482724 0.2779325416306174 not prognostic LSM7 0.09180562944423754 -0.2760927936699089 0.459704052558384 0.6247774275632865 0.8140928989920104 not prognostic NHP2L1 0.08097860565614605 -0.24563864374674538 0.4075958550590375 0.6270123892111139 0.8151070016853641 not prognostic SSBP3 0.24869446146275376 -0.06958351347287961 0.5669724363983871 0.12565403782858037 0.3561192151564673 not prognostic BCAR1 0.22562630393343439 -0.15519390250870488 0.6064465103755736 0.24554882465595684 0.5137645775052072 not prognostic RCOR3 0.5269663507142135 0.21673395291962083 0.8371987485088062 0.0008708639232081909 0.025314430858710824 unfavorable HERPUD1 -0.08331596256725739 -0.3605654630757654 0.19393353794125068 0.5558701530173394 0.7694349845337415 not prognostic GOPC -0.16774535611708682 -0.4617522950063093 0.1262615827721357 0.26345791555666326 0.5352254862670311 not prognostic PTGES2 -0.11974337857147584 -0.3706731024299213 0.13118634528696965 0.3496375370202639 0.6171736728987426 not prognostic VAPA 0.2529734596818457 -0.034845348506192864 0.5407922678698842 0.08494693361608296 0.28516306586606327 not prognostic COLGALT1 0.3367978789209992 0.06379118987660298 0.6098045679653954 0.015608977268586625 0.1121566400366421 not prognostic ARHGEF6 0.22419039783863204 -0.09288239921332297 0.541263194890587 0.16580256553965378 0.41639000540715854 not prognostic H3F3A 0.0031394219602607623 -0.2974239665772174 0.3037028104977389 0.9836667943215632 0.9941041663349087 not prognostic THUMPD3 -0.16126591422116435 -0.559689636863107 0.2371578084207783 0.42759451219254196 0.676250427072925 not prognostic AP3M2 0.14376132250595267 -0.20733377204973238 0.49485641706163774 0.42224204764287365 0.6724178321854585 not prognostic PPIP5K1 -0.02912327706158666 -0.33181450035566995 0.2735679462324966 0.8504244349259285 0.9322701072476843 not prognostic RRP7A 0.41422296005233017 0.04968321596894182 0.7787627041357186 0.02594139420331594 0.14699576095081493 not prognostic FAM20C -0.14106504607126866 -0.413603286210113 0.1314731940675757 0.3103575901055382 0.5832559832524945 not prognostic NRBP1 0.5852670159282917 0.19431983853049728 0.976214193326086 0.0033444981636828125 0.05101071901099186 not prognostic RHOG 0.4160367166847025 0.07991616829301401 0.752157265076391 0.01526770573796116 0.11068159471414273 not prognostic DTNBP1 0.2717008960795129 -0.061121782291113314 0.6045235744501392 0.10959346076003901 0.33103584824042825 not prognostic SMYD5 0.24365196191867322 -0.06269873066267068 0.5500026545000172 0.11903629709503388 0.3461292523195318 not prognostic FAM177A1 -0.2724932611525729 -0.5359334970170395 -0.009053025288106253 0.04262996166984646 0.19562585690934667 not prognostic PKNOX1 0.32631339993141967 -0.17959947805066895 0.8322262779135083 0.20616715163592791 0.46682208108155354 not prognostic LSM8 -0.2068433446528178 -0.5379654128817724 0.1242787235761367 0.22082454800107762 0.48504469535172917 not prognostic NEK4 -0.07445763448713437 -0.4703014499762387 0.3213861810019699 0.7123764572843305 0.8644492304237749 not prognostic FNBP1 0.191478822378034 -0.11719543728615037 0.5001530820422184 0.22405441510798188 0.48866240644622694 not prognostic H2AFV;H2AFZ 0.12484631818160849 -0.1612455917426864 0.4109382281059034 0.3923853261214947 0.6498382953691717 not prognostic PTDSS2 0.21616260611632704 -0.11564377512729324 0.5479689873599474 0.20165101109045722 0.4616163391186048 not prognostic IMP3 0.280627062581736 -0.09995340486992149 0.6612075300333935 0.14839873249348504 0.39042428798535744 not prognostic TMEM259 -0.2548897562189548 -0.5806011909201665 0.07082167848225679 0.1250799633272362 0.3549416518759891 not prognostic NMT1 -0.1529340521170136 -0.4700285017873962 0.16416039755336898 0.34451241676505917 0.6125957631176911 not prognostic POLR1A 0.47039109408414176 0.14799023859919114 0.7927919495690924 0.004241253995034705 0.05701493546178035 not prognostic GTF2H5 0.33065769254581123 -0.1682724220403773 0.8295878071319998 0.1939666633521117 0.4522352960915251 not prognostic EMD 0.016634326529005202 -0.25555366484767167 0.2888223179056821 0.9046574159559075 0.9580551035075988 not prognostic UTP11L 0.4231687679210676 0.04320346803098524 0.80313406781115 0.02904912860744553 0.15648426499546317 not prognostic FADD 0.11572550617393215 -0.08936867996244072 0.32081969231030505 0.2687610167727278 0.5420629383118342 not prognostic FAM103A1 0.3761266744707883 -0.08334784452913946 0.835601193470716 0.10861928683024497 0.329762114273036 not prognostic LAGE3 -0.21242090597837632 -0.5588493702872825 0.13400755833052985 0.22944147643256133 0.49415192169851374 not prognostic ARHGAP32 -0.23788906606527305 -0.8053309299209975 0.32955279779045143 0.41126067902141883 0.6648640049257427 not prognostic ETNK1 0.3708724365238111 0.08783783928742511 0.6539070337601971 0.01022206891402659 0.09034371469622908 not prognostic NOC2L 0.18921656603558962 -0.10998784457253286 0.4884209766437121 0.21516807315736705 0.47742249293132766 not prognostic AP5S1 0.40521042992969436 0.003110170411365465 0.8073106894480233 0.04825408467975734 0.21084373847626525 not prognostic ATG2A 0.051155185910391074 -0.23888628640293913 0.3411966582237213 0.7295811799373452 0.8732540513340978 not prognostic TPI1 -0.10956098418726543 -0.4660748955326198 0.24695292715808895 0.5469609188140114 0.7628822411811566 not prognostic MTCH1 -0.28201321179016103 -0.5583610141951167 -0.005665409385205378 0.045484584163870204 0.20320533034886723 not prognostic NELFCD 0.406072682946845 0.034687566069810605 0.7774577998238794 0.032111038320684356 0.1650345155482704 not prognostic MCF2L -0.05458246231088612 -0.40467710193959117 0.295512177317819 0.7599293651619148 0.8869309876541028 not prognostic CORO1B -0.21589227497673696 -0.5250962253316034 0.09331167537812951 0.17116019722665293 0.4228469221220264 not prognostic EIF6 0.021752320419884456 -0.29407116857470766 0.33757580941447657 0.8926178986532162 0.9531975246472142 not prognostic MLST8 -0.026466406742977764 -0.3728955790295778 0.31996276554362224 0.8809722543009395 0.9470874871225158 not prognostic LENG8 -0.08903319476786646 -0.5009860323000767 0.32291964276434376 0.6718599754344399 0.8432864657317455 not prognostic NOS1AP -0.15872416156990668 -0.4164178357599838 0.09896951262017042 0.2273464099941349 0.49176912507308285 not prognostic RNF169 0.2167567408845735 -0.16779636330706724 0.6013098450762142 0.26926752146967703 0.5422294466302336 not prognostic CNNM4 0.2854470536058588 -0.038167210930857065 0.6090613181425747 0.08384400876178759 0.2834801398958777 not prognostic SLC30A5 0.21919348497129365 -0.10611478989905271 0.54450175984164 0.186625309141784 0.4441404552754897 not prognostic ABLIM1 -0.28406475049535307 -0.5591110367449409 -0.009018464245765245 0.04294659081458418 0.19627403142571317 not prognostic PSMD9 -0.2103073065250905 -0.6423925816294408 0.2217779685792598 0.340100753521311 0.6083760332220374 not prognostic RAP2C -0.39268471511586084 -0.7887265244872641 0.003357094255542481 0.05197386926688006 0.22021867086908528 not prognostic UBXN6 -0.4237273208418676 -0.7912318507954825 -0.056222790888252716 0.02383306640590428 0.14168488946351993 not prognostic RPA3 0.34038720319349824 -0.0052168904741820565 0.6859912968611785 0.053559975836341096 0.22251622443747648 not prognostic PSMB3 -0.45493828412950293 -0.8645092912651791 -0.045367276993826866 0.0294757275877711 0.1577383078860219 not prognostic CXorf38 0.006693064951047502 -0.3091017088250593 0.32248783872715425 0.9668652753483741 0.9892965497364563 not prognostic PFDN4 0.2359874042886646 -0.1201200585002078 0.592094867077537 0.19399865497891414 0.4521921265363755 not prognostic FYN -0.6330898147795773 -1.0859496814099443 -0.18022994814921017 0.006144033960505409 0.06791053833136411 not prognostic AMPD2 -0.2503904728205776 -0.5154358050547242 0.014654859413569032 0.06408416593388026 0.24540014439949956 not prognostic ZNF143 0.3194922561079018 -0.0470104423237212 0.6859949545395247 0.08753174245535393 0.290571631517532 not prognostic WAC 0.23508596233380794 -0.22028460521282803 0.6904565298804439 0.31161680387561774 0.5841510144678403 not prognostic CTDNEP1 0.26585345888351825 -0.08875491894545173 0.6204618367124882 0.14172306281142272 0.38080629692396983 not prognostic NKTR 0.25904670034441857 -0.03134581086795851 0.5494392115567956 0.08039482581979147 0.27524851838034153 not prognostic PRAF2 0.26056244081756735 -0.01940228790659021 0.5405271695417249 0.06813191407422962 0.2537375319078943 not prognostic PRPF18 0.47172343651933785 0.010873161514716956 0.9325737115239587 0.04483419081513165 0.20170879917983603 not prognostic MGRN1 -0.6665039535810843 -1.095631570101827 -0.23737633706034145 0.002333479645298506 0.04161681925170821 favorable UNG -0.11000915836738942 -0.39006382756029767 0.17004551082551886 0.4413594288029261 0.6874549349465201 not prognostic ARMC10 -0.2876979084075542 -0.5998971835420944 0.024501366726985996 0.070895503702893 0.258861111195759 not prognostic PDZD8 -0.007689091349530425 -0.3331434579623137 0.3177652752632528 0.9630667190457376 0.9877805402241366 not prognostic ATP5A1 -0.5856139092402207 -0.9081937429626683 -0.2630340755177731 0.0003734992241407674 0.018272888271761153 favorable CINP 0.00444063427003759 -0.384812581743866 0.3936938502839412 0.9821612358621272 0.9931431606814576 not prognostic ZFPM1 -0.0013729717480042145 -0.549584612701267 0.5468386692052586 0.9960834853452473 0.9982018630284306 not prognostic GRB10 -0.18040047962882833 -0.5202653333408573 0.15946437408320074 0.2981772645406214 0.5717671984219711 not prognostic HRAS -0.3699871758845328 -0.8093007317660624 0.06932637999699687 0.09880605483802321 0.3120319608341523 not prognostic BET1 -0.03956856802724421 -0.31407134617288096 0.23493421011839252 0.7775435748472241 0.8961570063860965 not prognostic STYX -0.10768326964179409 -0.39371428732192326 0.17834774803833509 0.46059000193401844 0.7027372677769712 not prognostic PIGH -0.2829170719804032 -0.795694238621989 0.22986009466118257 0.279527854960616 0.5522093745503961 not prognostic MYO1C -0.23521596333140193 -0.6094188225077187 0.13898689584491486 0.21795218450467188 0.4813334750543481 not prognostic DAPK3 0.0857119715392414 -0.2812727013593489 0.45269664443783175 0.6471219915418869 0.828734543023103 not prognostic SNX18 -0.1143848625562862 -0.45599183278629923 0.2272221076737268 0.5116432517574074 0.7381150552665273 not prognostic TIMM22 -0.036066358568843424 -0.29688327896010264 0.22475056182241576 0.7863692742758371 0.9008783253476097 not prognostic BBX 0.218682723884962 -0.14660353948026625 0.5839689872501902 0.24065369515729088 0.5077946105923227 not prognostic MLLT1 0.5394540363517473 0.1026854023937705 0.9762226703097241 0.015488250782273854 0.11155777092011088 not prognostic SF3A2 0.25182507166519 -0.1554655501075078 0.6591156934378879 0.22557644985986144 0.48983409061250044 not prognostic LMAN2L 0.0942521593607174 -0.2150738639741131 0.4035781826955479 0.5503709744775308 0.7657298111106967 not prognostic KIF5A -0.15413497133259263 -0.5267818917598678 0.21851194909468252 0.41754701520756254 0.6694660507079706 not prognostic DCAF8 -0.17650591350365982 -0.42192416100276037 0.06891233399544072 0.15865340675715617 0.40699826667530636 not prognostic KAT7 0.03321451778640775 -0.31101253117231475 0.3774415667451303 0.8500009543390241 0.9324909378994343 not prognostic VGLL4 0.15708205066285577 -0.26383184183941955 0.577995943165131 0.46450767778811686 0.7047512691470954 not prognostic EDEM2 -0.033261615529739295 -0.35211255399957153 0.285589322940093 0.8379957487198125 0.9257867643495165 not prognostic TAF10 0.38871835438927904 -0.1339940636908994 0.9114307724694575 0.14496752759007825 0.38536053281293664 not prognostic C6orf89 -0.12189799668518944 -0.42693615453690437 0.18314016116652546 0.4334908157643642 0.68136293425884 not prognostic ATP6V1D 0.2262470396713709 -0.04764567706468181 0.5001397564074236 0.10544432437577754 0.32419060306879677 not prognostic XPA -0.0493059182749262 -0.38878703998094716 0.29017520343109476 0.7759020928860559 0.8955332522378315 not prognostic MARVELD2 -0.23833571344228782 -0.5275269812785294 0.05085555439395373 0.10624667203974116 0.3257624845108913 not prognostic KIF13B -0.22628315020235262 -0.527845661785483 0.07527936138077779 0.14137330792828107 0.38009466242699713 not prognostic RNF14 -0.21613589353856175 -0.5472752089140841 0.11500342183696063 0.2007998934392258 0.460964473323433 not prognostic ZFX;ZFY 0.08081321591049988 -0.23003629673858444 0.39166272855958423 0.6103721180059742 0.8049287925331401 not prognostic STOML2 -0.06748257008156755 -0.3468102861961213 0.2118451460329862 0.6358520747933362 0.8208772351297389 not prognostic PTPN3 -0.26515157608641077 -0.5444593118126313 0.014156159639809818 0.06279685648465422 0.24233631728754707 not prognostic SPATA13 0.06993583995269333 -0.2924954107067702 0.43236709061215683 0.7052815570716588 0.8615617110741659 not prognostic CHPT1 -0.4007030517496386 -0.6878087541849607 -0.11359734931431659 0.006229488057084717 0.06776744419815245 not prognostic PGK1 0.18181349897324026 -0.08885254727536326 0.45247954522184375 0.18798637712053587 0.445131455794805 not prognostic SMC1A 0.4883365203612774 0.09977262996145286 0.8769004107611019 0.013769179383073076 0.10438227181765727 not prognostic CHST14 0.39185011893165883 -0.017760714797515786 0.8014609526608334 0.060795475228537225 0.23914845769819587 not prognostic ATF1 0.42173323066202384 -0.010819277662042215 0.8542857389860898 0.056012276186597536 0.22825576181092752 not prognostic PDAP1 -0.17195656649909938 -0.5457959597032699 0.20188282670507116 0.3673048148208792 0.6304601240589208 not prognostic DDX20 0.5025782351337319 0.06736294393629616 0.9377935263311676 0.023615437052421282 0.14123514223802788 not prognostic UBL7 0.33641595534699387 -0.03342582455500931 0.706257735248997 0.07461480141663178 0.26657075701640237 not prognostic NFYB 0.029986925761311803 -0.3416982588021279 0.4016721103247515 0.8743570829389087 0.944854431327948 not prognostic SUN2 -0.19042898353338897 -0.4694387704830604 0.08858080341628247 0.1809912619429561 0.43618163342537974 not prognostic TMEM167A -0.09470209771364545 -0.3852806806879868 0.1958764852606959 0.5229729717130653 0.7454508861243551 not prognostic SLC30A7 -0.05824749087365967 -0.39581071662704087 0.27931573487972156 0.735214481886119 0.8754322724200589 not prognostic LINC00493 -0.023539424001930122 -0.36226426087157115 0.31518541286771096 0.8916582730588068 0.9525136044261422 not prognostic EPN2 0.07053030001664186 -0.279016634838191 0.4200772348714747 0.6924928457179632 0.8552749962357463 not prognostic RPL7 0.19574658335328118 -0.231052613902039 0.6225457806086013 0.3686978713472422 0.631882090767967 not prognostic TMED9 -0.4200887941440814 -0.7551046879196469 -0.08507290036851589 0.013984114817754804 0.10529838516682823 not prognostic TRA2A 0.1844573854002439 -0.20020027018399708 0.5691150409844848 0.34728205832735637 0.6153208526033687 not prognostic SMAD4 -0.03533615406686475 -0.3255081705587404 0.2548358624250109 0.8113555103546803 0.9139489033977671 not prognostic CWC27 0.47685279091598776 0.055924795938178284 0.8977807858937972 0.02639391894744718 0.14796791254633349 not prognostic TUFM -0.32119400723304525 -0.5825807513103006 -0.05980726315578988 0.016021800397535726 0.11348352765754537 not prognostic ERCC3 0.5088882748086091 0.08329081546389638 0.9344857341533218 0.019101951994696116 0.12455919607320781 not prognostic CHERP 0.3068358999633991 -0.10144652827998996 0.7151183282067881 0.14075942591953 0.37912729851310234 not prognostic DEPTOR -0.22582061230267503 -0.5109629471865479 0.05932172258119783 0.12061241744365847 0.34822411266464826 not prognostic EXOSC9 0.1891281664863983 -0.21158433881324445 0.589840671786041 0.35493303076207194 0.6212542374218633 not prognostic TAOK2 0.18220489938701398 -0.19122897409173714 0.5556387728657651 0.3389203823681951 0.6079651739816572 not prognostic SOS2 0.02057814448244275 -0.3969343750330882 0.43809066399797375 0.9230427008943359 0.9689296870801958 not prognostic BACH1 0.3368493355622634 -0.03705082821298089 0.7107494993375076 0.07743854019457819 0.2707173956899877 not prognostic CERS5 0.33054298446038255 -0.056543077721618484 0.7176290466423836 0.09419648116273324 0.30325102331893233 not prognostic FBXO28 0.1912431782985648 -0.4728814048472337 0.8553677614443633 0.5724841651195162 0.7811996235810132 not prognostic CRTC3 0.4730503018579318 0.10353732917505987 0.8425632745408037 0.012102386231737634 0.09752715025449778 not prognostic RAB28 0.24904524724783494 -0.1495670579703528 0.6476575524660226 0.22074574641947736 0.4849905932990382 not prognostic JAK2 -0.21587786453673086 -0.6189692875901514 0.18721355851668964 0.2938700146970513 0.5681317731770029 not prognostic GHDC -0.2978422336351004 -0.5993898706743497 0.003705403404148877 0.05288239517277262 0.22227985163466352 not prognostic MRPL39 0.037193334716445745 -0.267331582153526 0.3417182515864175 0.8108098627195608 0.9139091905990467 not prognostic ZNF414 0.35750043640971796 0.01635845896506488 0.698642413854371 0.03998069719483962 0.18750507175767372 not prognostic SLC25A51;SLC25A52 -0.29678280483333325 -0.8295720592512994 0.23600644958463296 0.27493397370838624 0.5480926000024898 not prognostic MYO1E -0.005180253705036287 -0.2592945757342441 0.24893406832417153 0.9681290872663202 0.9892330196639312 not prognostic LEMD3 0.4020831694059019 0.07598531521339441 0.7281810235984094 0.015663522991185362 0.11245831703294511 not prognostic POLB -0.1828941503180845 -0.4679071870948347 0.10211888645866571 0.20849386040834403 0.46983275414948505 not prognostic NOL6 0.37939863361858567 -0.0036498372569931936 0.7624471044941645 0.05222327267818862 0.2205447925885956 not prognostic TMEM179B 0.14171555854150186 -0.13750179592244677 0.4209329130054505 0.31984754245626146 0.5925088035611232 not prognostic GATB -0.3440612766555789 -0.6256374168513638 -0.06248513645979403 0.01662473569126317 0.11502415660268869 not prognostic TARSL2 0.19999166042505911 -0.10574882857449935 0.5057321494246176 0.1998229757086691 0.4597828582677241 not prognostic RAB4A 0.04951038186906234 -0.22136583063912865 0.32038659437725336 0.7201640717497915 0.8687185306353924 not prognostic LAMTOR2 0.1048322126516583 -0.24180692969225182 0.45147135499556845 0.5533542483929434 0.7677329282290443 not prognostic SAV1 -0.42103827377696873 -0.9936287657158323 0.15155221816189474 0.14952698696985708 0.3916662125047193 not prognostic PPP1R9B -0.055211501106386306 -0.3850556843432133 0.27463268213044073 0.7428574240014384 0.8789219660479554 not prognostic DDX28 -0.20229373779346216 -0.5114523915244099 0.1068649159374856 0.1996758471639764 0.4595624317889668 not prognostic ARHGAP27 -0.15023641560560505 -0.4656534419025453 0.16518061069133524 0.3505354147264089 0.61814921568752 not prognostic TTC39C 0.13863778307209443 -0.15587990122161197 0.4331554673658008 0.3562103036900883 0.6220305927320774 not prognostic HSPBP1 -0.029786803212255603 -0.3157947227133122 0.25622111628880095 0.838256651922594 0.9259607408590974 not prognostic CLCC1 -0.24859600017244127 -0.5396766917172591 0.04248469137237659 0.09415076914905351 0.3033219993492177 not prognostic KDM2A -0.019635324107790456 -0.32234441028040983 0.2830737620648289 0.8988345740819237 0.955505336233135 not prognostic BCLAF1 0.5283530368089353 0.09799207298071372 0.9587140006371568 0.01611755358223994 0.11362240726125526 not prognostic WDSUB1 0.04318881238444915 -0.2587190353813465 0.3450966601502448 0.7791870100977019 0.8960900836743384 not prognostic NDUFS2 -0.3140362751199915 -0.6514160085887775 0.023343458348794477 0.06809869567380546 0.2537193601196755 not prognostic TIMM23;TIMM23B -0.4864610500701955 -0.8280582499298648 -0.14486385021052628 0.0052522497182259644 0.06286549696160035 not prognostic PSMA3 -0.4694523436210343 -0.8727057696931568 -0.06619891754891177 0.022506128703941787 0.13735335397845316 not prognostic TFAM -0.12151477331335589 -0.36311139943264337 0.12008185280593156 0.32423405862698046 0.5970521445675352 not prognostic PEX5 -0.2723684520608219 -0.6035350251530232 0.058798121031379325 0.10696730122606991 0.32707590432957784 not prognostic PPP2CA 0.3557863237915823 -0.07771442464006928 0.7892870722232339 0.10770430016977649 0.3280968354610442 not prognostic HCCS -0.04699847558626481 -0.3301656280698603 0.23616867689733068 0.7449512387020532 0.8802360353833288 not prognostic PEX1 -0.5085303848896968 -0.7869211088138486 -0.230139660965545 0.000343299370460007 0.01756319579273396 favorable ZFAND2B -0.1955947495268988 -0.5887283952160409 0.19753889616224338 0.32949293717535094 0.6004376687422994 not prognostic CUL4B 0.33017698613576785 -0.057045189157068854 0.7173991614286046 0.09467743703221021 0.30381616263418565 not prognostic PGM3 -0.06809735434442403 -0.33708404208735887 0.20088933339851078 0.6197607397568885 0.8105050983119227 not prognostic GALNT4 0.16446367408177093 -0.07954933462554367 0.40847668278908555 0.1864990501837399 0.44407606284442114 not prognostic PIP5K1C 0.04727539777006493 -0.3573440798246887 0.4518948753648186 0.8188685000288579 0.9164162100947956 not prognostic UXT 0.0952137277978658 -0.23198032708677013 0.42240778268250173 0.5684396132858038 0.7784092777222089 not prognostic TMEM161B -0.10024148942667883 -0.38826948223285745 0.18778650337949981 0.4951629552740987 0.7265149030758777 not prognostic DDX39B 0.4884865817328795 0.0304360830779552 0.9465370803878038 0.036600042433083776 0.1771244215694049 not prognostic MTIF3 -0.4432864812793059 -0.7553088504899663 -0.13126411206864547 0.0053610717864862635 0.06348898902699936 not prognostic TMED8 -0.028322920502857864 -0.40005527345342257 0.3434094324477069 0.8812908840644168 0.9473162786683544 not prognostic PHF21A 0.6247968757944146 0.12857082449603835 1.1210229270927907 0.01359518199434394 0.10367773798582734 not prognostic PEX13 -0.4776558685253704 -0.8181573725461013 -0.13715436450463953 0.005969727445824802 0.06689232768769643 not prognostic SVIL -0.20354116640843783 -0.4592624087092611 0.052180075892385436 0.11875228746564372 0.3458650714638608 not prognostic UBE4B 0.30931862488583195 -0.033245216203170336 0.6518824659748342 0.07676830674008146 0.26974358329825326 not prognostic GALNT10 0.2592856367204158 -0.07104642972328096 0.5896177031641125 0.12394517702799254 0.3532891340119762 not prognostic SAYSD1 -0.09354899155395036 -0.433924937634901 0.24682695452700026 0.5901098262131373 0.7929240993675849 not prognostic RFXAP 0.0929363885627585 -0.29383776848717336 0.47971054561269033 0.6376751759636989 0.8218088168134442 not prognostic PPP2R2A 0.10595352129117416 -0.15980314931124565 0.371710191893594 0.43456102468284086 0.6828053446797954 not prognostic STIM1 -0.07823465873268784 -0.37595660679411635 0.21948728932874065 0.6065288208686591 0.803529525486402 not prognostic SNRNP200 0.4159243285822599 -0.07879821250239777 0.9106468696669177 0.09939666459314865 0.31290377570409983 not prognostic HAUS3 0.7583172427587352 0.32991608672387235 1.186718398793598 0.0005217150726288807 0.02057671826099722 unfavorable AKAP11 -0.31736932104913224 -0.7106020154118772 0.0758633733136127 0.11368538451961481 0.33848528353977764 not prognostic COMMD3 0.14380510040614544 -0.23643370170594616 0.5240439025182371 0.458540587752989 0.7014033627460294 not prognostic CLPTM1L -0.07188507878130464 -0.32973496149215553 0.18596480392954629 0.584783042210129 0.7893204548329994 not prognostic ERH -0.005623426767379642 -0.4091565712272965 0.3979097176925372 0.9782100622275789 0.9916117172920644 not prognostic BIN1 -0.046916796920838576 -0.3033369834843084 0.20950338964263124 0.7198857294060959 0.8689681724919477 not prognostic NCDN 0.2086570374378058 -0.15560476014216904 0.5729188350177806 0.26156077780216136 0.5323377230422256 not prognostic MRPL11 -0.04116949696239151 -0.3449082879836921 0.26256929405890905 0.7905023802783772 0.9029558319255309 not prognostic LANCL1 -0.03308094939848643 -0.3483015385722563 0.28213963977528345 0.8370336988375652 0.9254090770181181 not prognostic RAD50 0.05013989518602412 -0.3298782011596011 0.43015799153164935 0.7959444740587148 0.9065120056287589 not prognostic RAB23 0.177004701863799 -0.08967962856918013 0.44368903229677814 0.19330142131968012 0.45138957357201254 not prognostic ODF2 -0.018085356271202054 -0.43217499055636593 0.3960042780139618 0.931783296030447 0.9736526434827955 not prognostic PNKD 0.00930304798207326 -0.2930631221500099 0.31166921811415643 0.9519141761112249 0.9825325822831216 not prognostic SNX11 -0.3202570161064791 -0.7124633065617321 0.0719492743487738 0.1095068961512029 0.330997718177488 not prognostic CDK16 0.3757178992921321 0.05101383618002725 0.7004219624042369 0.02333582689627095 0.14021856255188847 not prognostic BBC3 -0.14669116003433275 -0.5344360797082393 0.24105375963957382 0.4583957519032873 0.7014214949222579 not prognostic XRCC4 -0.012136086147974264 -0.30803981215764126 0.2837676398616927 0.9359308664099056 0.975481844815819 not prognostic MAP2K4 -0.06770114704482255 -0.46149560286294145 0.32609330877329634 0.7361492934758522 0.8756137404662289 not prognostic USF1 0.08866236571686378 -0.34959193312965986 0.5269166645633875 0.691724066810131 0.8547971801450798 not prognostic YRDC 0.09579515561356529 -0.2222072526500779 0.41379756387720845 0.5549089514298884 0.7689366726747857 not prognostic STAT2 -0.2827122533885615 -0.5802409425598896 0.014816435782766535 0.06255221894584567 0.24191361391885802 not prognostic ACAP3 0.06664036032874823 -0.34661105598975217 0.4798917766472486 0.7519561156721439 0.8840791994238615 not prognostic MRPL27 0.025005547340609797 -0.2924467450439312 0.34245783972515076 0.8773059316645105 0.9456441134351508 not prognostic ACP1 0.07330384292942088 -0.21450909113883943 0.3611167769976812 0.6176466314980334 0.8093955345143287 not prognostic KATNAL1 -0.05773423605390423 -0.37858883639765073 0.2631203642898423 0.7243329749153895 0.8702298878713745 not prognostic MYD88 -0.15402232599567667 -0.5675450025554333 0.25950035056407994 0.46538034321623545 0.7051193455432316 not prognostic RALB -0.15782185558356074 -0.54443280587755 0.22878909471042855 0.4236562604003441 0.673591635475809 not prognostic PURA -0.3343082316080183 -0.637591996944459 -0.031024466271577567 0.030737166189088633 0.16102390221820395 not prognostic PARL -0.6304974665684152 -0.962184882261718 -0.2988100508751124 0.0001948099855774655 0.014179949600610151 favorable EIF3I 0.6187339937441594 0.13717697225574765 1.1002910152325711 0.011792888501761552 0.09668656662662195 not prognostic MTRF1L -0.447899864934691 -0.7280478275406423 -0.16775190232873977 0.0017268457917669151 0.03537860497411714 favorable ZFP36L1 -0.08032846227360485 -0.46367868695082987 0.30302176240362017 0.6812945246672035 0.8477595384774806 not prognostic PPP2R4 -0.10035338201073814 -0.43913397881125177 0.23842721478977552 0.561524001438984 0.7746262534488787 not prognostic EIF2D 0.3509364396935843 -0.028292738136727724 0.7301656175238963 0.06971790439760868 0.25654927993086335 not prognostic PKN1 0.2514414705779357 -0.07146666560610926 0.5743496067619807 0.12696482139827822 0.35847242068078994 not prognostic MRGBP 0.1638123561460249 -0.2532906956509908 0.5809154079430406 0.4414464346129058 0.6872317734462433 not prognostic PLCG1 0.17309598544152988 -0.12259756723034698 0.46878953811340673 0.25123993150389706 0.5202014585463438 not prognostic HAUS2 0.700572781808627 0.27895458150587926 1.1221909821113747 0.0011270284752715363 0.028747253387766566 unfavorable RNF5 0.07606790492285702 -0.21671036793519793 0.368846177780912 0.6105937122775582 0.8051024309309247 not prognostic RERE 0.05650434488457993 -0.3372058277310622 0.4502145175002221 0.7784884734800175 0.8959772853922865 not prognostic COX20 -0.26662114825299693 -0.5876313493912078 0.05438905288521395 0.10354916897956652 0.3205655981583883 not prognostic TCP11L1 0.14061063557136338 -0.22552426400593645 0.5067455351486632 0.4516268567011479 0.6958208996808427 not prognostic RXRB 0.11542889574936234 -0.24443333611194812 0.47529112761067277 0.5295616848370546 0.7488810242214736 not prognostic OPTN 0.3163637867802183 0.03498463846023109 0.5977429351002055 0.027548850998775805 0.15150175859461903 not prognostic COPS7B 0.8677230514148583 0.4334938605334338 1.3019522422962828 8.980324592858931e-05 0.011166784177759168 unfavorable INAFM2 0.16302046372297205 -0.2592323242175607 0.5852732516635047 0.44923592582730765 0.6940481870460544 not prognostic MBTD1 -0.18532928649631544 -0.6380050131521939 0.267346440159563 0.4223066367626761 0.6724010881978018 not prognostic PLEC -0.29343538745766273 -0.5767668808464161 -0.010103894068909325 0.04237094208752008 0.19483669466336276 not prognostic LIPT1 -0.5014897866513527 -0.8651087793821886 -0.13787079392051677 0.00686941309416201 0.07143072640189602 not prognostic HOOK1 -0.1279260426215948 -0.40254776817805116 0.14669568293486157 0.3612410079265207 0.6252060204844655 not prognostic LONP1 -0.30773220033652743 -0.578798914380142 -0.036665486292912886 0.026076139138514476 0.14682998346359755 not prognostic APH1B 0.17926903980742842 -0.281940173731558 0.6404782533464148 0.44616426005618737 0.6918095982478429 not prognostic POMGNT1 -0.3857136290508265 -0.7252281092003824 -0.04619914890127064 0.025969708418754244 0.1468773212085324 not prognostic TOM1L2 -0.2719718240539948 -0.595360679107712 0.05141703099972239 0.09928279743347404 0.3128753556571254 not prognostic RHBDD3 -0.3796674310242829 -0.6881456195381366 -0.07118924251042918 0.01585328115547256 0.11300511638928808 not prognostic WBP4 0.020642671230124473 -0.31281412481562315 0.3540994672758721 0.903428283507022 0.9574329335035947 not prognostic CLEC16A 0.01366168251915919 -0.3484176209753074 0.3757409860136257 0.9410487613539211 0.9766094309031709 not prognostic TWF2 -0.20679536146234148 -0.47208491098835625 0.05849418806367332 0.12656024859820122 0.35766853083955036 not prognostic EPHB4 -0.06288348540220681 -0.3301558107646806 0.204388839960267 0.6446997584003855 0.8271706702434295 not prognostic CHD4 0.6088925371982565 0.16811144688310237 1.0496736275134106 0.006779548047229328 0.07107411436398615 not prognostic KDM5C 0.7953124771278046 0.42944441263533006 1.1611805416202792 2.0396279135453273e-05 0.009610941426300692 unfavorable FAM65A -0.07217691341252186 -0.4496211529599568 0.3052673261349131 0.707813057162078 0.862653185512127 not prognostic FAM192A 0.06277823179556287 -0.28564316284334434 0.41119962643447006 0.7239801687864136 0.8701563231500552 not prognostic PDCL3 0.23651814359473608 -0.1290109726700399 0.602047259859512 0.2047235894043396 0.4647287768603074 not prognostic MMRN2 -0.25001570576230153 -0.5646633741933944 0.06463196266879129 0.11938346432162289 0.34668834124926684 not prognostic SYNCRIP 0.2200253775970109 -0.2615559063701567 0.7016066615641785 0.37053564785367976 0.6333344129885442 not prognostic SMUG1 -0.06009082499775105 -0.4457971101493922 0.32561546015389015 0.7600987325449026 0.886897426361855 not prognostic STRADA 0.16631459204645213 -0.2748628909866998 0.6074920750796041 0.45998896405853196 0.7025385866966968 not prognostic FAM83H -0.299019117186011 -0.5947363069660325 -0.003301927405989502 0.04749618749118234 0.20875472096639935 not prognostic TMCC1 -0.08383893790941319 -0.362912700012495 0.19523482419366864 0.5559890327054733 0.7694805703836918 not prognostic CCNDBP1 -0.09263926903543276 -0.41075545417710446 0.22547691610623896 0.5681588520577492 0.7785011023068609 not prognostic C1D -0.09728369815413294 -0.5137319431784332 0.3191645468701673 0.6470572509164846 0.8287701813240753 not prognostic OSGEPL1 -0.27187397052298656 -0.5255449548634492 -0.018202986182523972 0.03567542878819912 0.17453667428456104 not prognostic GRB2 0.13385277594780612 -0.24696749617680944 0.5146730480724216 0.49088696852045677 0.7237995766079791 not prognostic ADNP 0.5050084262868767 0.1742520028916979 0.8357648496820556 0.002766759998626673 0.04595696153563006 unfavorable THOC6 0.5626572077969538 0.10376728730524198 1.0215471282886657 0.01625388398328725 0.11386621541656554 not prognostic THTPA -0.392780208196781 -0.7765368649231634 -0.009023551470398572 0.04485090791746904 0.20168266126825732 not prognostic NUMBL -0.27059479326203145 -0.6509630680144141 0.10977348149035115 0.1632202351274587 0.4126830740175481 not prognostic RUVBL2 0.41868501428880023 -0.06024797462423431 0.8976180032018348 0.08663753080960788 0.28856615079554293 not prognostic RBMX 0.349615897056526 -0.1865387584581501 0.8857705525712021 0.20123041006871778 0.46147947268064304 not prognostic LACC1 -0.008158657783213683 -0.3952668038413988 0.37894948827497144 0.9670503304782545 0.9893728269651254 not prognostic WDR6 -0.1642576697983791 -0.5142074929145878 0.1856921533178296 0.35759474113048695 0.6227476594711632 not prognostic TOM1 0.17750832990552806 -0.13869842839741664 0.49371508820847276 0.27121846143105954 0.5444436962314521 not prognostic NFATC2IP 0.1592038926782518 -0.10980699326203847 0.42821477861854207 0.24607715752968032 0.514389164455575 not prognostic CHMP2B -0.03434306649307008 -0.3903436258546999 0.32165749286855977 0.8500332257025192 0.9324120889138268 not prognostic NATD1 -0.5136302216531455 -0.9600163969800541 -0.06724404632623698 0.02411984564690345 0.14216259254557378 not prognostic PAN2 -0.2659951988494426 -0.7099238760619316 0.1779334783630464 0.2402428075374526 0.5075256856731508 not prognostic DHPS 0.25246967842694984 -0.01522707572120413 0.5201664325751039 0.0645332693581371 0.24659255679189132 not prognostic UBE2G2 0.004693500222896483 -0.3077866291657848 0.3171736296115778 0.9765144971801705 0.9913521139873076 not prognostic LARP4 -0.2757637649713096 -0.597247239215807 0.04571970927318775 0.09271861921656846 0.300655486362165 not prognostic POLDIP2 -0.42443665730178537 -0.778416996476863 -0.07045631812670777 0.018769597835849784 0.12274960513101763 not prognostic ING3 0.23475014407670802 -0.2197446497090313 0.6892449378624473 0.3113770214269115 0.5843132410050594 not prognostic TTC21B -0.4678690649372215 -0.854505121882604 -0.08123300799183908 0.01770376171067505 0.11944369148129141 not prognostic TTC8 -0.05313022665928649 -0.5393511977871455 0.43309074446857243 0.8304154755771462 0.9225350233083744 not prognostic PGK2 0.29422584868550006 0.044882478690869476 0.5435692186801306 0.02073568494494508 0.1311990016339882 not prognostic TBC1D2 -0.12400417410794297 -0.45371920615081907 0.20571085793493316 0.46104168585106575 0.7028275520900037 not prognostic DGKZ 0.3016115013881264 -0.12202575912778618 0.7252487619040391 0.16289223012857018 0.4123195183322275 not prognostic SRRM1 0.2911902549140445 -0.15367101725169002 0.7360515270797789 0.19951932619528936 0.4593202693305286 not prognostic SGTA 0.047910359575603384 -0.31668177055397095 0.4125024897051778 0.796750250399402 0.9070835442301431 not prognostic DENND5B -0.010535792823964454 -0.36817725760696646 0.3471056719590376 0.9539567196494474 0.9832805101337212 not prognostic ATP11B 0.23524950341843914 -0.03960288590964994 0.5101018927465282 0.09343361004764239 0.3022077712270746 not prognostic SNRNP27 0.08251196444239041 -0.42982483753486156 0.5948487664196423 0.7522661563766997 0.8838633724462719 not prognostic USF2 0.179993377781478 -0.23999925380513537 0.5999860093680913 0.40092610563059994 0.656574249809907 not prognostic NGEF 0.036463459324247674 -0.23850641987596038 0.3114333385244557 0.7949341912799508 0.9057070265372105 not prognostic EIF4ENIF1 0.3914315131742229 -0.03042140312170516 0.813284429470151 0.06896887517362711 0.25505094565447484 not prognostic SMG5 0.15195732440461862 -0.27892327747103246 0.5828379262802696 0.48943080658003124 0.7233202395693331 not prognostic NTMT1 0.062088946553190145 -0.2453557871983688 0.3695336803047491 0.6922394422497598 0.8551979752259002 not prognostic BTBD1 0.12218346952085964 -0.3354257399003323 0.5797926789420516 0.6007528803341415 0.8010933180863224 not prognostic CBLL1 0.39781332116529133 -0.22399884832049488 1.0196254906510775 0.20987279968449027 0.4711612777269913 not prognostic BRD3 0.29777604616694736 -0.010758986930254233 0.606311079264149 0.0585419374709622 0.23356772111297885 not prognostic TSSC4 0.21171460302379425 -0.22504734320354935 0.6484765492511378 0.3420783436113546 0.6103283001898082 not prognostic HACD2 0.22284606631896245 -0.030939739304036235 0.4766318719419611 0.0852473256474456 0.2857429077205468 not prognostic DTWD2 -0.42167343836947174 -0.7908114566348021 -0.05253542010414142 0.02516213376662807 0.1447792953808619 not prognostic PPFIBP1 -0.16079431282789672 -0.5689212885658165 0.24733266291002307 0.44000263954046526 0.6866556792410294 not prognostic ZC3HC1 0.3972317341668644 -0.100657104907039 0.8951205732407679 0.11788279278399087 0.34535492270781093 not prognostic NAPB -0.27545500714922877 -0.6342122237594316 0.08330220946097416 0.13235827608119738 0.36812788001086055 not prognostic AP1M1 -0.017309324287407304 -0.3623785701472626 0.32775992157244804 0.9216817780475903 0.9684094541556245 not prognostic LUC7L3 0.5756359453869572 0.07442289339295838 1.076848997380956 0.02438615138381988 0.1432606386741072 not prognostic R3HDM1 0.22668506404591784 -0.19419173149866178 0.6475618595904975 0.2911325223788451 0.565648757130599 not prognostic ATP6V0A1 0.21579101050624702 -0.08458793214334268 0.5161699531558367 0.15912214136944597 0.40715076641344666 not prognostic SNRNP40 0.5366021388929854 -0.0325563164354824 1.105760594221453 0.06462368575697709 0.2466222756104927 not prognostic TTC4 0.056667357568356835 -0.2601707569968954 0.3735054721336091 0.7259298121728521 0.8712130842337192 not prognostic DDX46 0.6286566966481882 0.1317222913543571 1.1255911019420193 0.013156997726072768 0.10225225750132769 not prognostic ACTR3B 0.1351714965160224 -0.19849530507771085 0.46883829810975564 0.4271957376504888 0.675858533165723 not prognostic AHR -0.07129899502295053 -0.3513186097135076 0.2087206196676065 0.6177449813443272 0.8092875062885223 not prognostic SENP3 0.15596569557276171 -0.1995764570865932 0.5115078482321166 0.389911699723949 0.6481395186833486 not prognostic GMPPB -0.28517509511735956 -0.6290130759888117 0.05866288575409262 0.10404103195032 0.3216434250867455 not prognostic NEDD9 0.17980530756156612 -0.23910108810839634 0.5987117032315286 0.4001986404145078 0.6563433646512344 not prognostic RABGEF1 -0.04581204687432687 -0.4863621722116828 0.39473807846302905 0.838499422030901 0.9261146466127136 not prognostic AES 0.21558893725315875 -0.23348884129905018 0.6646667158053676 0.34674552764357336 0.6149787458385326 not prognostic MPHOSPH6 0.04343401748449169 -0.3525032714602988 0.43937130642928224 0.8297622128845416 0.9224960998330187 not prognostic CEBPB -0.29871760210945897 -0.6145938984748615 0.01715869425594352 0.06381116753154016 0.2446686864710403 not prognostic ZNF451 0.3939401380041313 0.010783890627947934 0.7770963853803147 0.043891348451028586 0.19856454910664928 not prognostic B4GALT7 0.3347966711215673 -0.022000348413809878 0.6915936906569444 0.06589882261674666 0.24957367127230665 not prognostic CCDC85C -0.36132315121210284 -0.6794856570720145 -0.04316064535219122 0.026024578012629977 0.14681666474295915 not prognostic TCF7L2 0.5121873611314465 0.06507175967600637 0.9593029625868865 0.024754602544381474 0.14410140219756004 not prognostic GFM1 -0.18951546110639855 -0.45668793816282494 0.07765701595002783 0.1644450878622152 0.4143757026823565 not prognostic NUMA1 0.10679321382034736 -0.20480516900109125 0.41839159664178593 0.501753818913562 0.7302018759319117 not prognostic CYLD -0.15087959592949274 -0.48047273145728175 0.17871353959829628 0.36959988248910414 0.6325803379707416 not prognostic SEC62 0.06827854260547588 -0.1849330712059714 0.3214901564169232 0.5971492052110425 0.7983092181953806 not prognostic SMC3 0.4686391931419683 0.09442762011376227 0.8428507661701743 0.014106636842343966 0.10586481110603983 not prognostic ATXN2L 0.16475014453733483 -0.18721025926410673 0.5167105483387764 0.358909446055087 0.6237026922614894 not prognostic CTDSPL2 0.18486805282833788 -0.09316620343608503 0.46290230909276076 0.19250589762338582 0.4507074533007775 not prognostic LNPEP 0.1257686708337648 -0.1631577583464684 0.414695100013998 0.3935675251338575 0.6502325249166685 not prognostic SLC25A6 -0.00499338086704439 -0.29829369872339107 0.2883069369893023 0.9733811232483726 0.9897423278185894 not prognostic CDC23 0.002551391290014037 -0.37732707658965825 0.3824298591696863 0.989497129741195 0.995837208023035 not prognostic FARS2 -0.38869504401783733 -0.6992203589010342 -0.07816972913464043 0.014153127906502848 0.10603594489282007 not prognostic BRAT1 0.2022219416632007 -0.14832917874138948 0.5527730620677909 0.25820591926390374 0.5282718453312911 not prognostic ANKRD44 0.0369749136167552 -0.2864584980291851 0.3604083252626955 0.8227081896183916 0.918073840415488 not prognostic ZNF511 0.14830105733439497 -0.15849880436367664 0.4551009190324666 0.343430770269874 0.611765954282965 not prognostic C14orf119 0.609466367017146 0.1873186764533294 1.0316140575809625 0.0046598289270964955 0.05909270309390216 not prognostic ZFYVE27 0.11437032866158757 -0.18460990166270014 0.4133505589858753 0.45340267359515907 0.6966387741028761 not prognostic ATP2C1 0.19193709665569933 -0.18284405884406166 0.5667182521554603 0.31549499828152966 0.5876069730839474 not prognostic TFE3 0.4991562135217579 0.09847321700140793 0.8998392100421078 0.01462025635772677 0.107821379877041 not prognostic ANAPC10 0.20521516179971008 -0.2526599319893801 0.6630902555888002 0.37970672813607986 0.6408132586243775 not prognostic C1orf109 0.03721518221534533 -0.35972807554648334 0.43415843997717396 0.8542054452840964 0.9345840586127966 not prognostic TRAF3IP1 0.07179117766770177 -0.37743555251576333 0.5210179078511669 0.7541112818201688 0.8848700270165101 not prognostic TAF15 -0.12752436499970815 -0.5776806720495042 0.32263194205008794 0.5787329818149003 0.7854170662708508 not prognostic PRPF38A 0.5614986702903707 0.03930197215354503 1.0836953684271964 0.03507631295418596 0.1729285406821734 not prognostic TPD52L2 0.5113602103179229 0.18720854756899397 0.8355118730668518 0.001988734908311634 0.03829063147121303 unfavorable KAT5 0.5127423267058716 0.031032043987733127 0.99445260942401 0.036958160386093855 0.1782793156986521 not prognostic AKAP17A 0.340914298541963 -0.05756021167741204 0.7393888087613381 0.09357291487601206 0.3021126241921875 not prognostic QRSL1 -0.262283383758328 -0.5360474911847761 0.01148072366812014 0.06041265698627917 0.2381657939225704 not prognostic PIP5K1A 0.1492590709719163 -0.19194917646311746 0.49046731840695 0.3912393189703953 0.649261468534189 not prognostic C7orf43 0.07417605332135958 -0.27738254260321266 0.4257346492459318 0.6792134158502657 0.8475258135341365 not prognostic PRKD3 0.27627487916546933 -0.25268769298189964 0.8052374513128383 0.30598608130475685 0.5795416513478925 not prognostic SYNJ2 -0.16928384239821104 -0.45812201957719545 0.11955433478077337 0.25067710653560316 0.5197573262652281 not prognostic ZCCHC11 -0.2300900843483005 -0.529317485473888 0.06913731677728699 0.13178274660621195 0.36709736476833094 not prognostic DIMT1 0.325431548276301 -0.02911241053694441 0.6799755070895463 0.07201442791352239 0.2610304344573951 not prognostic TFB1M -0.271535316167563 -0.5405627774291548 -0.002507854905971163 0.04790224377070589 0.20981838966689326 not prognostic APC -0.2924342088942192 -0.5880128119844558 0.0031443941960173083 0.052487495436059496 0.22124319521612085 not prognostic TAB3 0.08300921173953084 -0.24016529896755456 0.40618372244661627 0.6146634597007059 0.8076140232903464 not prognostic RAB11FIP5 0.32602236019471076 0.027429400422757932 0.6246153199666635 0.032353914135982674 0.16561726315577638 not prognostic RNF123 0.018915844159946772 -0.4272166223999912 0.4650483107198848 0.9337706618317385 0.9743646544731417 not prognostic AP1AR -0.17630677462394317 -0.500869463771465 0.14825591452357867 0.28702142669516434 0.5596042755230415 not prognostic TAF13 -0.07034227789981873 -0.600451854951928 0.45976729915229053 0.7948058008511136 0.9057912850076401 not prognostic TRAF7 -0.34310526440305483 -0.7870000093795289 0.10078948057341919 0.12978756736159208 0.36380340970204567 not prognostic EPC1 0.11964189889730446 -0.3728140168226747 0.6120978146172836 0.633951708846063 0.8199609432676686 not prognostic ARNT 0.023471143086969997 -0.26318715400812437 0.3101294401820644 0.8725038774735908 0.9442194143625117 not prognostic TATDN3 -0.2692676457807072 -0.5501028694096406 0.011567577848226207 0.06021265243562117 0.23800612682389244 not prognostic INTS6 -0.18090231047825667 -0.6387743985156198 0.2769697775591064 0.4387125299105362 0.6858378348679991 not prognostic 43354 0.0287368171198149 -0.28503706100818504 0.34251069524781486 0.8575433270833748 0.9361767354441476 not prognostic PRMT7 -0.3360658344874807 -0.7382057164651012 0.06607404749013984 0.10143632023331642 0.3164318379961261 not prognostic CCDC167 -0.12279663893572483 -0.45127641981436784 0.20568314194291815 0.4637416945961865 0.7040663713277358 not prognostic PSMD7 -0.36229430428196924 -0.8537301354878484 0.12914152692390984 0.1484813142283128 0.39029747688963135 not prognostic DPF2 0.3756864264091797 -0.04893968062519194 0.8003125334435514 0.08290546657411416 0.28136946256180595 not prognostic RPAP2 0.18242749830391222 -0.20017179349314038 0.5650267901009648 0.35002947645478133 0.617500276394021 not prognostic NCBP2 0.35427536745912025 -0.11804737400465493 0.8265981089228954 0.14153163454369808 0.3804061014919631 not prognostic MUL1 -0.21692699220439499 -0.4705084648236612 0.03665448041487124 0.09360961930424053 0.30201330509220375 not prognostic PHF1 0.1563504045071071 -0.2695970702843873 0.5822978792986014 0.47187345842051254 0.7106279349434564 not prognostic DIABLO -0.47156320245132916 -0.768588870241493 -0.17453753466116528 0.0018603013500680572 0.03701172886035404 favorable RABAC1 0.09924638139351358 -0.1902895312786854 0.3887822940657125 0.5016910021936691 0.7302291566639441 not prognostic TEX264 0.1389683956518144 -0.13797301087581842 0.41590980217944723 0.32535932436350024 0.5978945055472943 not prognostic RPL32 -0.0347731279699878 -0.44449322064850894 0.3749469647085334 0.8678870108573357 0.941157026187709 not prognostic CPNE2 0.21246740115281354 -0.19763105897117106 0.6225658612767981 0.309898371824164 0.5830048587816222 not prognostic ZNF652 0.13849109016881406 -0.23637093197537384 0.513353112313002 0.4690044122743581 0.7080938453781328 not prognostic CCDC137 0.31361253616672424 -0.04635742491804795 0.6735824972514964 0.08771854749647384 0.29065290737821253 not prognostic CNPY4 0.14685414264811486 -0.1263210614664509 0.4200293467626806 0.2920469159545198 0.5660740503444069 not prognostic ATP6V1H 0.32558085201469356 0.06231868382397188 0.5888430202054152 0.015353937739936242 0.11103699885755185 not prognostic RAB32 0.3667803923143606 0.0559893688935284 0.6775714157351929 0.020719681117059147 0.1311904561817755 not prognostic CCNYL1 0.1476864377575525 -0.20417502025415982 0.49954789576926484 0.41070500235458307 0.6646858073175311 not prognostic TEAD1 0.09482309721409167 -0.25284839294908273 0.44249458737726605 0.5929569671777202 0.7953174123059369 not prognostic CDK5RAP1 -0.04132123829550885 -0.328536167684504 0.24589369109348633 0.7779607866902687 0.8960610990914674 not prognostic RBM23 0.14762129567935625 -0.1934878758714109 0.48873046723012337 0.39632068222955563 0.6533343892471389 not prognostic TNIP1 0.167934470149533 -0.15305238686442835 0.48892132716349435 0.3051662743159343 0.5789687760013901 not prognostic CSE1L 0.6607072575597687 0.26268540877292146 1.058729106346616 0.001139943945097192 0.028668309383301012 unfavorable MOCS3 -0.2436832998521535 -0.5653001800714764 0.07793358036716938 0.1375360620181264 0.3746152611038289 not prognostic HNRNPUL2 0.4701021184252744 0.11085394965485751 0.8293502871956913 0.010324894226423211 0.09080430059839588 not prognostic PHB2 -0.3936879341086565 -0.676223172213634 -0.11115269600367889 0.0063135394667509425 0.06802060029581371 not prognostic PLS3 -0.02816078440403723 -0.31141334699022 0.2550917781821455 0.8455038514205894 0.9298361358271141 not prognostic NUCB1 -0.48793931465395635 -0.8106235487380784 -0.1652550805698343 0.0030395155106084882 0.04774172344996104 favorable TTC14 -0.23060856129301366 -0.6804218209369404 0.219204698350913 0.31498019632846586 0.5872589957785829 not prognostic MCAT -0.3344587417266144 -0.6246247189363423 -0.04429276451688641 0.02387435141006871 0.14174208764877 not prognostic HNRNPA0 0.11187758859032455 -0.287429170803111 0.5111843479837601 0.5829081211568162 0.7885730445326347 not prognostic GEMIN4 0.43063083781289785 -0.005249474221041772 0.8665111498468374 0.05282370025938227 0.22224181786759845 not prognostic EDC3 0.6893678349261088 0.23147724902406802 1.1472584208281495 0.0031696868811934005 0.048927942495387095 unfavorable REPIN1 -0.27384400272063375 -0.6386571506166221 0.0909691451753546 0.1412286782652273 0.3799340013547416 not prognostic VPS13A -0.2861286654120547 -0.621635325554228 0.04937799473011856 0.09462149006315665 0.303745500371259 not prognostic PCID2 0.3992226766247549 0.19060524888859956 0.6078401043609103 0.0001763392852229536 0.013493723253000885 unfavorable NADK -0.011520586946488607 -0.34190467575230676 0.31886350185932955 0.9455114007068228 0.9789711542185943 not prognostic SEPN1 0.293335941307252 -0.0216591765330596 0.6083310591475636 0.06797143268685689 0.2535617653522624 not prognostic FAT4 -0.7088824889920132 -1.1827167322195549 -0.2350482457644717 0.0033655304253498806 0.05089796266580656 not prognostic GPR89B;GPR89A -0.05130736631608963 -0.37738480492404936 0.2747700722918701 0.757781929750311 0.8861574734919716 not prognostic MBD1 0.012144713302029037 -0.38281330840793976 0.40710273501199784 0.9519424487932627 0.9824485007545916 not prognostic FOXRED2 0.1355970775523024 -0.2690889551488773 0.5402831102534822 0.5113610085932665 0.738064663861924 not prognostic FOXK1 0.9285847606304268 0.5135181731156304 1.3436513481452232 1.1608119389693398e-05 0.009447953899629545 unfavorable AKT2 -0.19732308534985105 -0.5908126076043301 0.19616643690462798 0.32567505994359985 0.5981064229077024 not prognostic ABCF1 0.5983496918809964 0.1316712301852011 1.0650281535767916 0.011972324381541971 0.09700291419723553 not prognostic OSTM1 0.06785891327451442 -0.22352062264280154 0.3592384491918304 0.6480643529713181 0.828992734983885 not prognostic MEAF6 0.17232205739061432 -0.26497756756049917 0.6096216823417279 0.43991168032451167 0.6866334159597896 not prognostic ZFP36L2 0.17483896546701852 -0.1895195427555146 0.5391974736895516 0.3469626997195867 0.6149984261709482 not prognostic NVL 0.37621074619070527 -0.006584561093383456 0.759006053474794 0.054073148226698134 0.22412819262667982 not prognostic SCFD2 -0.05655282960108942 -0.3958130471754124 0.2827073879732335 0.7438832148282328 0.8792061283639827 not prognostic PWP2 0.22331109670391341 -0.17333534021856406 0.6199575336263909 0.26982939037000253 0.5429945003332508 not prognostic TTL -0.18160003184386417 -0.53014318774261 0.16694312405488168 0.30716342809129027 0.5807886318271007 not prognostic FAM46C -0.07543011261401279 -0.3794441818921233 0.22858395666409775 0.6267585315074591 0.8150136721258215 not prognostic ARMC1 -0.44070679717767414 -0.7785230363507241 -0.10289055800462416 0.010560318477786837 0.09152616779441002 not prognostic DHX33 0.33693641348721265 -0.01653255635349321 0.6904053833279185 0.061721386275313865 0.2404663060586967 not prognostic TCF4 0.048797096675363534 -0.4046592751196066 0.5022534684703337 0.8329539409079332 0.9239792631580629 not prognostic ASNA1 0.10147085048348743 -0.222869505704416 0.42581120667139083 0.5397569344933516 0.7564877637005286 not prognostic MRPS26 -0.24330682806360543 -0.5236147323271354 0.03700107619992454 0.08889685736121586 0.2926079279246197 not prognostic ALKBH4 0.06316574167219279 -0.2662851172885664 0.392616600632952 0.7070769935733019 0.8623430491025434 not prognostic VPS13D -0.3207253067402358 -0.6824778805072828 0.04102726702681114 0.08226729377897131 0.27973379460810105 not prognostic HNRNPR 0.4729078334147486 0.026995110810090206 0.918820556019407 0.03765245254489746 0.1805583329590075 not prognostic WDR13 -0.44111606629255073 -0.8573903281247 -0.024841804460401462 0.03780821990955482 0.18091768725293655 not prognostic C9orf142 -0.11948755142251959 -0.3931732311254191 0.15419812828037988 0.3921668508848455 0.6497168423338308 not prognostic CYB5R3 0.13814066995224625 -0.15825234453693757 0.43453368444143003 0.3609872263119084 0.625129330207063 not prognostic USP40 0.08729646425425058 -0.2043712290529443 0.37896415756144547 0.5574593535093637 0.7709196156888065 not prognostic GATAD2B 0.10439569595802994 -0.2811189126941134 0.48991030461017326 0.5955921662081494 0.7970607868552408 not prognostic DHX15 0.8882487045091243 0.414889993992801 1.3616074150254476 0.00023522157271435012 0.014726844339241795 unfavorable DDHD1 0.05149707320432113 -0.313571467288381 0.4165656136970232 0.7821830818919717 0.8981512289571403 not prognostic EMC10 -0.23987573219861386 -0.6020744273523321 0.12232296295510436 0.19427415785184443 0.4525986300410001 not prognostic CFLAR -0.38633141360568873 -0.7932348076209276 0.020571980409550106 0.06276207277905305 0.2424110602203891 not prognostic SF3B6 1.0424919759864282 0.44773332617475514 1.6372506257981012 0.0005916325678862252 0.021272636065403108 unfavorable TDP2 0.3325535832127444 -0.01514409190652638 0.6802512583320153 0.06084817539301995 0.23914561645904636 not prognostic EIF4H 0.21981559589323754 -0.19492005434625229 0.6345512461327274 0.2988941074760574 0.5727737466252444 not prognostic PARG 0.12790793304922637 -0.22472564483097507 0.4805415109294278 0.47713261848492416 0.7149403068277032 not prognostic TFEB 0.12222359346377568 -0.16599902443195655 0.4104462113595079 0.4058935758818385 0.6615629318896961 not prognostic LARP4B 0.8175762314614962 0.37666040576224935 1.258492057160743 0.0002787374033599323 0.016100232079235315 unfavorable CTIF -0.29670764488467644 -0.652249566076661 0.05883427630730803 0.10191630245913728 0.3177077492746017 not prognostic KBTBD4 -0.04754624429032343 -0.5767356787493392 0.48164319016869234 0.8602173598296553 0.9371533247207233 not prognostic MED17 0.5511951515020256 0.12130839686604644 0.9810819061380047 0.011969573448071076 0.09715647423443367 not prognostic STK35 -0.09418391552068231 -0.43884488144800227 0.2504770504066377 0.5922417096150177 0.7948343615924529 not prognostic PRKRIP1 -0.11412395111275055 -0.5010455246283576 0.27279762240285654 0.5631975277834244 0.7758589731104784 not prognostic ERLEC1 -0.05042054506228216 -0.3443421396824202 0.2435010495578559 0.7367046286996403 0.8758088621362208 not prognostic NOL8 0.20674945364747357 -0.20584355555975406 0.6193424628547012 0.32603400384575615 0.5980295915654692 not prognostic JADE2 0.09482820168203553 -0.43104924266985534 0.6207056460339264 0.7237675311372772 0.8703681271016848 not prognostic POFUT1 0.026173598421359193 -0.26785466647258094 0.3202018633152993 0.8614955741650884 0.9382033664396103 not prognostic NPLOC4 -0.2398975516788522 -0.6076206563254664 0.12782555296776196 0.2010189800444707 0.4611127154338063 not prognostic ZNF593 -0.020170950787442566 -0.3449912630506264 0.30464936147574123 0.9031275792938733 0.9572275621425415 not prognostic MTMR10 -0.272851938639945 -0.613602872955574 0.06789899567568397 0.11655103520050099 0.34336341498851114 not prognostic SLAIN2 0.08485564150636521 -0.27735124588969884 0.44706252890242926 0.6461131531592104 0.828153337184597 not prognostic TSEN34 0.057156656136750854 -0.35136810406096813 0.46568141633446986 0.7839168237186798 0.899449868352344 not prognostic INSR -0.12730067023979175 -0.4400669746140827 0.18546563413449918 0.4250241008987107 0.6740904827893989 not prognostic INO80E -0.21282141179050953 -0.9707157984431811 0.5450729748621621 0.5820656493008911 0.7879095491670514 not prognostic ARAP3 -0.1883384173369521 -0.5899005777233527 0.21322374304944847 0.3579641741341534 0.6230274593746259 not prognostic RABL6 0.2869512551720069 -0.0884271280664663 0.6623296384104802 0.13406591358981945 0.3700037374752323 not prognostic PHACTR4 0.16268211618918255 -0.17401473331423833 0.4993789656926034 0.3436400317810294 0.6117735542922165 not prognostic DCUN1D4 0.2803767847529525 -0.022983250677789613 0.5837368201836947 0.07006772259373996 0.25730776061597777 not prognostic TNIP2 -0.05555340782111975 -0.3610689570063795 0.24996214136414 0.7215485369197896 0.8691005046472321 not prognostic NFX1 0.06282135322133836 -0.3184080197587918 0.4440507262014685 0.7467141097693702 0.8809238931038572 not prognostic BRD9 0.3972498935649255 -0.03532441799515579 0.8298242051250069 0.07187461122859697 0.260734762694339 not prognostic NOP10 -0.08505049069316645 -0.46303125042139 0.2929302690350571 0.6592007704847407 0.8340622524236692 not prognostic ANKRD46 -0.09225346694590851 -0.42522752694826904 0.240720593056452 0.5871121063395957 0.7909140367226001 not prognostic PSMF1 0.10950408443163984 -0.2639065687623257 0.4829147376256054 0.565448995100913 0.7763325951753525 not prognostic RFX5 -0.39624902321616395 -0.7137014024013677 -0.0787966440309602 0.014426772891895584 0.10701151425115259 not prognostic KIAA0430 0.28219321652471735 -0.15021111447155433 0.714597547520989 0.2008617122912541 0.4608700436042024 not prognostic NKIRAS2 0.44108091223175816 -0.0027991414617559718 0.8849609659252723 0.05146232858936345 0.21867215370696297 not prognostic SH3D19 -0.05902264810671186 -0.3942584408096967 0.27621314459627294 0.730036253190748 0.8733317176398673 not prognostic STIM2 0.13807568035390305 -0.18776451939325778 0.4639158801010639 0.40623347069317084 0.6618759350529497 not prognostic RAP1B 0.4059917568244747 0.1710961077279129 0.6408874059210365 0.0007051059789073819 0.023208874371903644 unfavorable RPL26 0.09378782795055542 -0.22458085514564402 0.4121565110467548 0.5636805443133628 0.7761660893936538 not prognostic ZFYVE1 0.2155074806435867 -0.11292742135293066 0.5439423826401041 0.19842221781627503 0.4579721877053649 not prognostic NSUN4 -0.15463929265940285 -0.4634990568057403 0.15422047148693457 0.326439463428823 0.5979158175282842 not prognostic TP53BP1 0.46004818016572835 0.04260122439973707 0.8774951359317196 0.030774071596945483 0.16102879193889708 not prognostic IARS 0.4930891237523493 0.137337816747867 0.8488404307568316 0.006595462965336897 0.06996348332779767 not prognostic BRD7 0.10344883769890775 -0.26803261588126015 0.4749302912790757 0.585200797693222 0.7895272365502436 not prognostic MOV10 0.14608800681416687 -0.14038145991116088 0.4325574735394946 0.31755084901485187 0.5895961740418849 not prognostic PARP9 -0.3257364435610785 -0.6258911976399684 -0.02558168948218864 0.03341938121777142 0.16837575691767445 not prognostic HTRA2 -0.6922109233602418 -1.040988512693727 -0.3434333340267565 0.00010028727531872281 0.011084839208994139 favorable HSP90AA1 0.024421708296773884 -0.48458893804553355 0.5334323546390813 0.9250800233972118 0.9700446766778212 not prognostic ZHX1 -0.23277000581265989 -0.5476531132601221 0.08211310163480229 0.14737731442214785 0.38910914067280733 not prognostic BSDC1 -0.1867002276783423 -0.47564982368634756 0.102249368329663 0.20536996818201098 0.46595978842715263 not prognostic RRM2B -0.1477223871886137 -0.42109700055254284 0.12565222617531546 0.2895550635481684 0.5633173585281946 not prognostic ZBTB1 0.16678072671873276 -0.2766194259046263 0.6101808793420918 0.4609875345622195 0.7028646793146375 not prognostic SPTBN4 -0.12585911536307526 -0.5166101062722765 0.26489187554612603 0.5278473436852569 0.7483479442619327 not prognostic PGS1 -0.024342881325289684 -0.3405619631001191 0.29187620044953977 0.8800702886898915 0.9469137477034729 not prognostic ANXA7 -0.07866343967639361 -0.34681308049493126 0.18948620114214404 0.5653128231317358 0.7765028698217905 not prognostic IGFBP4 -0.1093750344502633 -0.4394807519835953 0.2207306830830687 0.5160789334593802 0.7408136429792899 not prognostic CRBN -0.23232987935675806 -0.5191033118471825 0.05444355313366636 0.11231631755665707 0.33496601968179573 not prognostic ENGASE -0.20494152456398476 -0.4979026214119493 0.0880195722839798 0.17034479870436828 0.4216469402267651 not prognostic PLCL2 -0.46331627779158086 -0.7270841861420267 -0.19954836944113497 0.0005758616188586919 0.021129873252630608 favorable MGA 0.233358764916357 -0.21499329970193032 0.6817108295346443 0.3076695783767007 0.5812546392079767 not prognostic CCNT2 -0.16674031503662792 -0.526779657767105 0.19329902769384918 0.36404070589571713 0.6277458474353536 not prognostic SERGEF -0.16172469422594415 -0.5033311506862648 0.17988176223437646 0.3534625649891858 0.6197709252542462 not prognostic MFN1 -0.5081228244632383 -0.833450520458034 -0.18279512846844254 0.0022043075450798905 0.040607336319136336 favorable NO66 -0.1379479625313697 -0.4763640554763628 0.20046813041362338 0.4243271141566006 0.6735816760716393 not prognostic LSM1 0.03010382222195177 -0.3206006233170449 0.3808082677609485 0.8663947174786779 0.9405640724610893 not prognostic PSMD5 0.27717287490173104 -0.08671503871628683 0.6410607885197489 0.13546294350906815 0.3721386109962219 not prognostic SP100 -0.19276504450218607 -0.47990827036043643 0.0943781813560643 0.1882534700528926 0.44541049613730116 not prognostic CPSF6 0.5634810778924849 0.027601795494269554 1.0993603602907003 0.03931097774854129 0.18553040789809708 not prognostic SH3BP5 -0.21141691498220108 -0.6452925015821431 0.22245867161774094 0.33955630501122985 0.6083745444797961 not prognostic PDCD2 0.09855604625825305 -0.41435613365210117 0.6114682261686073 0.706465708432668 0.862067260133253 not prognostic DICER1 0.20647716321994425 -0.05285830451751411 0.4658126309574026 0.11864649916259348 0.34589453174949514 not prognostic SSR3 0.026235069984524163 -0.33174605353332504 0.3842161935023734 0.8857861122345261 0.9494125539130506 not prognostic LMAN2 -0.27755427121861814 -0.5509318757383015 -0.00417666669893485 0.046601033428966154 0.20664638548268152 not prognostic EEF1B2 -0.046871838706667626 -0.44407171120467165 0.3503280337913364 0.8170919454636696 0.9154579136198515 not prognostic TDRD3 -0.36948194046279015 -0.7314135765514675 -0.007550304374112804 0.045408443408794456 0.20296644724859547 not prognostic NCOA7 -0.20278972218995203 -0.5901940377081383 0.18461459332823424 0.30491138754384406 0.5787304754462659 not prognostic LAMTOR5 0.03913981824442756 -0.3271053567474882 0.40538499323634336 0.8340914604238204 0.924668257203376 not prognostic ANO10 -0.17301594009158042 -0.4627249979940905 0.1166931178109297 0.24179903803666702 0.5092511850252364 not prognostic VPS54 0.7210331562486259 0.27275538375245334 1.1693109287447983 0.0016187469031591682 0.03434275124166833 unfavorable NSUN5 0.08793375867900712 -0.32550527950494174 0.501372796862956 0.6767793927581197 0.8468491828600203 not prognostic MPP6 0.027444072161335334 -0.2538039290042575 0.30869207332692816 0.8483277466323808 0.9317971188320089 not prognostic ALS2 0.15348903582410414 -0.17420900296157396 0.4811870746097823 0.35860898850495593 0.6237859479473228 not prognostic GAS2L1 0.015090725561869722 -0.34431202322761173 0.3744934743513512 0.9344116228262226 0.9746926784531248 not prognostic DLC1 -0.16290198163996172 -0.6025722252271191 0.27676826194719567 0.4677252530703304 0.7067585132048385 not prognostic MRPL45 -0.10327264342818021 -0.436359825790266 0.22981453893390558 0.5433992468678767 0.7599271254620588 not prognostic TTC28 0.20352201471341227 -0.10200802225607777 0.5090520516829024 0.19169329468379745 0.4493925287520394 not prognostic USP14 0.3674660087758007 -0.010179034189814473 0.7451110517414159 0.05650308612090281 0.2293164687400013 not prognostic GATC -0.300636948542911 -0.6002651973159594 -0.0010086997698625644 0.04923370355836106 0.21335399223524038 not prognostic SLIRP -0.19400712864412128 -0.48368337028391273 0.09566911299567016 0.18929687908307016 0.44622826709603136 not prognostic YARS2 -0.04454933225402315 -0.3141276195846268 0.22502895507658055 0.7460174526474183 0.8806822591709303 not prognostic AP3B2 -0.00750560836005228 -0.43320311776742876 0.41819190104732423 0.9724331900220029 0.9903531282296658 not prognostic TBC1D13 0.27355338223408004 -0.014727409391497415 0.5618341738596575 0.0629088390500657 0.24245494447491958 not prognostic SMG7 0.34677429073011906 -0.09553954390586927 0.7890881253661074 0.12438814472715183 0.3538757736708581 not prognostic MAK16 0.13551221425638893 -0.14642507064339488 0.41744949915617274 0.34616696866773833 0.614317714664472 not prognostic OVCA2 0.013673197964598422 -0.3219551311029297 0.3493015270321266 0.9363587999669556 0.9754736253321099 not prognostic CDYL 0.03475071409136049 -0.3473023802339591 0.4168038084166801 0.8585077664619657 0.936316242311363 not prognostic NOL9 0.4643039654418138 0.04339439565186043 0.8852135352317672 0.030615876145563537 0.161142821358748 not prognostic PDS5A 0.6238677372109436 0.2341069400976718 1.0136285343242153 0.0017056865148297655 0.035267924635729545 unfavorable CLNS1A -0.3255301111177083 -0.7114965445803911 0.060436322344974536 0.09831779828033449 0.31147885633539796 not prognostic CHPF2 0.403461109002637 -0.010705262237784285 0.8176274802430583 0.056222969560941874 0.22880193021777845 not prognostic PDZD11 -0.025395247681675937 -0.3734263787865914 0.3226358834232395 0.8862781108918343 0.9495988423665142 not prognostic WDR45 0.02725534344706703 -0.2932007266714071 0.3477114135655412 0.8676074200714449 0.941081806627047 not prognostic NBEAL2 0.35139089721156286 0.01931281610572344 0.6834689783174023 0.03808390808645349 0.1814610053741448 not prognostic MAGI3 -0.2079000059432073 -0.5496136269205396 0.13381361503412498 0.23308471110310275 0.4991168185855247 not prognostic LDB1 0.44975149202519676 0.05807287612859491 0.8414301079217986 0.02441333826290796 0.14323238366173982 not prognostic ANO6 0.18364696365206362 -0.16881002672698092 0.5361039540311081 0.3071430867745377 0.5808728466185966 not prognostic MTRF1 -0.35665107623703063 -0.6735631042237287 -0.03973904825033259 0.027402711783934903 0.15116234048155833 not prognostic NUBP1 0.013960029665548455 -0.32311502132383635 0.3510350806549332 0.9353049324348344 0.9752836082097686 not prognostic PPME1 0.2040719011461209 -0.206685612523324 0.6148294148155657 0.3301825616361669 0.6007162109995127 not prognostic ADPRH -0.2045258448217505 -0.5415835580254957 0.13253186838199477 0.23432099177318494 0.5000895922158104 not prognostic 43350 0.09415053167758393 -0.24192920819576064 0.43023027155092847 0.5829567007408425 0.7885196165180183 not prognostic YAP1 -0.10734106293781802 -0.39582444384584164 0.18114231797020558 0.4658315540274489 0.705444841543936 not prognostic PANK4 0.22083940932949955 -0.10535451801551274 0.5470333366745118 0.1845310476793105 0.4418578416348935 not prognostic NFATC2 0.1480116686240601 -0.1368566392959817 0.43287997654410193 0.30850848879807313 0.5823479865505268 not prognostic EFTUD2 0.4540907344307279 -0.07796546826413064 0.9861469371255864 0.09437486628026247 0.3033889327853464 not prognostic FBXO22 0.17647781663923418 -0.10661782013364107 0.4595734534121094 0.2217780367453685 0.48630388512889644 not prognostic PRPF3 0.37644767790621525 -0.06921931348774463 0.8221146693001751 0.09781302692641074 0.3106491770387213 not prognostic RAD17 -0.14088092398115523 -0.47559635175321624 0.19383450379090575 0.40940329413448096 0.6637790098489692 not prognostic PPIE -0.06270561418531996 -0.3990646405708047 0.2736534122001648 0.7148235871406483 0.8657759166220542 not prognostic BMS1 0.27334355321598447 -0.13817025513102793 0.6848573615629969 0.19295581278747664 0.4511709041228202 not prognostic SIK2 -0.40029437074030305 -0.690177749901933 -0.11041099157867307 0.006800139760246947 0.0711234243849193 not prognostic RPA2 0.23749114032109128 -0.08548979994692182 0.5604720805891044 0.1495334784089384 0.3914541614605923 not prognostic TRAPPC6B -0.1638018343255456 -0.6037470216767071 0.276143353025616 0.46554899411105144 0.7052555235662002 not prognostic EOGT 0.4220683300788415 0.055676420811239025 0.7884602393464439 0.023958289002065387 0.14177036446496458 not prognostic SDCCAG8 0.008807608339185676 -0.5058406161826946 0.523455832861066 0.9732419638408659 0.9899381165947823 not prognostic MAP2K3 -0.06604816382163174 -0.3472778725774488 0.2151815449341853 0.6452958294807543 0.8275796535369134 not prognostic FEM1B -0.518171612031198 -0.9275300105805655 -0.10881321348183048 0.013103277118482814 0.10201186090589273 not prognostic RRP8 0.09443105546272419 -0.20614032186424347 0.3950024327896918 0.5380493370783768 0.7548034651931537 not prognostic RILPL1 0.07612925969436064 -0.2969218875645947 0.44918040695331596 0.6891759678292162 0.8527076340485037 not prognostic PTP4A1 0.01710184848421697 -0.30708927166101707 0.341292968629451 0.9176512765943936 0.9661020554268117 not prognostic COMMD10 0.23569483451453851 -0.2573697718307467 0.7287594408598237 0.3488087917410626 0.6161967467359379 not prognostic VAV3 0.03026826929192847 -0.31359865336107295 0.37413519194492995 0.8630269192243487 0.9388432573287477 not prognostic FBXO9 -0.24606635029471802 -0.5387853902238173 0.046652689634381295 0.09943667856256833 0.3125900924054334 not prognostic CHP1 0.14695544045370695 -0.1520778128014641 0.445988693708878 0.33544961301676274 0.6050121646533192 not prognostic 43345 0.13944273364702456 -0.1808208152479607 0.45970628254200985 0.3934551372897177 0.6505270256980319 not prognostic FAM120B -0.04694326588928354 -0.3851516097168788 0.2912650779383117 0.7855891884122727 0.9003302616301943 not prognostic CTDP1 -0.16276545200966097 -0.6173586109713392 0.29182770695201726 0.48283004354124637 0.7191444651180801 not prognostic DDX23 0.013655549055116708 -0.5070265918839151 0.5343376899941484 0.9590047611904323 0.9856468404245139 not prognostic BRPF3 0.562292711551872 0.1295401179625047 0.9950453051412393 0.010875952564878954 0.09326858554919662 not prognostic IBTK -0.5005555730871535 -0.8503074064620957 -0.15080373971221128 0.005030899130746093 0.06136463204028579 not prognostic ANKRD50 0.10210173081915198 -0.23045512336957852 0.43465858500788246 0.5473413064678108 0.763175006510872 not prognostic CPEB4 -0.12851746716786036 -0.5215429655650727 0.26450803122935196 0.5215883748289261 0.7444254295940339 not prognostic RMDN3 -0.11533764495649979 -0.4019576436533887 0.17128235374038914 0.4302864761807601 0.6785898927684244 not prognostic TRMT1L -0.17872467567299755 -0.4675192187102829 0.11006986736428781 0.2251481610160847 0.4892600693148073 not prognostic UBE2O 0.2525269733323479 -0.10209768953228626 0.6071516361969821 0.16280984029174111 0.4122275170056443 not prognostic USP39 0.29782193130053813 -0.18508487048148003 0.7807287330825563 0.22675360404442765 0.49119889112261333 not prognostic RXRA -0.19250626614341584 -0.5375471665233896 0.15253463423655797 0.2741703560884231 0.5473014934358199 not prognostic LIN9 0.4450860583551707 -0.042767695966090924 0.9329398126764323 0.07375281780307227 0.265290870948536 not prognostic WWTR1 0.18923499608009908 -0.1299978138093525 0.5084678059695507 0.2453051345750271 0.5133746773843425 not prognostic SPECC1 0.17368033829818347 -0.12229322900261697 0.4696539055989839 0.25009154383948207 0.5191443524217211 not prognostic YARS 0.12541735991928019 -0.12288857766614814 0.3737232975047085 0.32219256332314433 0.5947608287488889 not prognostic PNKP 0.0172819575456959 -0.3099486653566547 0.3445125804480465 0.9175573096323396 0.9661167344629351 not prognostic SMIM13 -0.3302933210325534 -0.8091560817363423 0.14856943967123565 0.1764150263899006 0.43001462871461477 not prognostic DIP2A -0.010174473228115048 -0.4788001270520539 0.4584511805958238 0.9660575667161192 0.9891483754356605 not prognostic MSL3 0.3319017974575465 -0.08639538336217356 0.7501989782772666 0.11990994578828848 0.3474283963244488 not prognostic ZNF830 -0.004862959797151837 -0.34724384123133567 0.337517921637032 0.9777912949897679 0.9918610315027636 not prognostic SPCS2 -0.22501631043592818 -0.6025852624571733 0.15255264158531695 0.2427818432790989 0.5101210614592284 not prognostic CSNK1G2 0.18104422847990329 -0.2544685553503574 0.616557012310164 0.4152073723368488 0.6678676975443419 not prognostic CYTH2 0.7672901254308123 0.3557753524918006 1.178804898369824 0.0002577318086717136 0.015486395188173503 unfavorable RBM12B 0.34738114452813934 -0.10137800344818337 0.796140292504462 0.12921779767468616 0.36266048356785746 not prognostic LIMA1 -0.0028076323627278872 -0.2971759670098235 0.2915607022843677 0.9850853863658978 0.9947518006016111 not prognostic TOE1 0.0398024879204852 -0.29042608766855643 0.3700310635095268 0.8132505679988099 0.9145876567382671 not prognostic SELT -0.2836751752051566 -0.669080262558473 0.10172991214815974 0.1491275172793522 0.3913067591447949 not prognostic SIK3 -0.38605396645290335 -0.7500780015508746 -0.022029931354932086 0.037656276232008006 0.18048000059163152 not prognostic CACUL1 0.5723848466970898 0.13511527715976113 1.0096544162344183 0.010300100585417214 0.090675320099548 not prognostic ING1 0.29402329001545513 -0.09202757710081444 0.6800741571317247 0.1355042493796296 0.37213789714595824 not prognostic TRPC4AP 0.2579752534322135 -0.31649507166939883 0.8324455785338258 0.3787760294877919 0.6399663695044726 not prognostic ZC3H4 -0.023997903349122655 -0.46560048360612344 0.4176046769078781 0.9151778376660559 0.964745929662569 not prognostic CSTF2T 0.05344322259656301 -0.28160577927229163 0.3884922244654177 0.754560825969948 0.8847018170388874 not prognostic NUB1 -0.030626080115221842 -0.35810733182140747 0.2968551715909638 0.854565747610598 0.934407320268403 not prognostic EIF2A -0.2753397487024095 -0.7104534528608848 0.15977395545606582 0.21487765464900468 0.4773696382313993 not prognostic SETD6 0.11657381073238084 -0.2918823993867324 0.5250300208514941 0.575905355048886 0.7839563089178464 not prognostic ELP5 -0.07847162838374017 -0.5207661142987838 0.36382285753130345 0.7280387124170704 0.8723408180232911 not prognostic MAGI1 -0.785972636904127 -1.2329830309439895 -0.3389622428642646 0.0005685725334381083 0.021034834263931334 favorable CXorf56 -0.02172215001828228 -0.40200863711181456 0.35856433707525004 0.9108597999652331 0.9622333674440983 not prognostic ESYT1 -0.07507580061684757 -0.3728986001468483 0.2227469989131531 0.6212554285367959 0.8116299214489908 not prognostic DCP2 0.48040001181437686 0.1296522993096227 0.831147724319131 0.0072647994642915485 0.07391107909522981 not prognostic TBCA -0.28427013073829416 -0.5845103049780251 0.01597004350143677 0.06349465559447062 0.24387286638236613 not prognostic SRSF4 0.05111341767518105 -0.3564173758448562 0.45864421119521837 0.8058192223788518 0.9114970938670702 not prognostic AGO1 -0.682100695652481 -1.0361295127300052 -0.32807187857495684 0.00015922258067801366 0.012727855042948717 favorable PRPF40B -0.1036669558866884 -0.4407957313431384 0.23346181956976159 0.5467162018623319 0.762778581155284 not prognostic NRD1 0.0035135211720928932 -0.3446513128351948 0.3516783551793806 0.9842196181581809 0.9945505915767714 not prognostic VAV2 -0.10036304098853162 -0.3790126430767801 0.1782865610997169 0.4802298129042316 0.7171805696299559 not prognostic EIF1AD 0.5319248574896311 0.058789611396363683 1.0050601035828985 0.027559519770955266 0.15146739135013046 not prognostic PPFIA1 0.09609769956775703 -0.13529469689403018 0.3274900960295442 0.41565827213802464 0.6678730277192633 not prognostic ATG2B 0.005900377450418249 -0.327982740220868 0.3397834951217045 0.9723696327180614 0.9904010604920142 not prognostic UBE3C 0.0724781144174337 -0.24784772295706547 0.39280395179193284 0.6574267286022195 0.8328769635171461 not prognostic MYCBP -0.2496344292359369 -0.5479656218894013 0.04869676341752752 0.10099726749852461 0.31561205442034584 not prognostic MKNK1 0.09226210336141788 -0.3047346892443675 0.48925889596720323 0.6487525375946036 0.8293990388525612 not prognostic KIF5B 0.4714667803033375 0.04805257651528699 0.894880984091388 0.029080241859411413 0.15646358495631635 not prognostic RPS6KB1 0.09031572453500314 -0.24796401822161507 0.42859546729162135 0.6007782988143033 0.8010079090520414 not prognostic KIAA2013 -0.13792583799806987 -0.4217603155788251 0.14590863958268538 0.34088394558295304 0.6092900708333358 not prognostic RAN 0.43515359821224636 0.05503034810616958 0.8152768483183231 0.02485122841906036 0.14410171504912395 not prognostic SH3BP5L 0.192430167992772 -0.155545267955531 0.540405603941075 0.27842745993996765 0.5514958072660465 not prognostic HIST1H4A 0.11749705711756475 -0.24618898896966535 0.48118310320479485 0.5265958717781523 0.7478764022889907 not prognostic HGH1 -0.12042692793048856 -0.3876445314191359 0.14679067555815875 0.377075957679497 0.6389025452506693 not prognostic STXBP2 0.11796294905001316 -0.1796542087371274 0.4155801068371537 0.4372487750213727 0.684745195516241 not prognostic PNPLA8 -0.34800681703887326 -0.6377879453777819 -0.05822568869996453 0.018583639943828292 0.12233774148315787 not prognostic UPF3A 0.24030530385183277 0.015941775689997106 0.46466883201366843 0.03579698737996197 0.17484475068892497 not prognostic DNASE1L1 0.05472180659632085 -0.3840085934503358 0.4934522066429775 0.8068732776778709 0.9117678221696299 not prognostic HSBP1 -0.3347067924315865 -0.7024147582010062 0.033001173337833145 0.07441383428698414 0.2661714176473708 not prognostic BCL2L2 -0.04104014190014909 -0.49064282556793987 0.4085625417676417 0.8580104944763035 0.9363442170948739 not prognostic WDR89 0.10581140522822688 -0.28878879238149713 0.5004116028379509 0.5991931385359541 0.7997281111079901 not prognostic ZNF131 0.2608077440965186 -0.3479512182621783 0.8695667064552155 0.40107764155779735 0.656702290575523 not prognostic C1orf122 -0.14128354758994338 -0.4511295984940983 0.16856250331421152 0.37148026771177234 0.6337391076264286 not prognostic DEGS1 0.42256866942783666 0.13492744295379672 0.7102098959018766 0.003984975370756521 0.055399820643452065 not prognostic PYROXD1 -0.1003606848663977 -0.45730707815182176 0.25658570841902634 0.5815840020146119 0.7877339742869623 not prognostic MAN1A1 0.11735855411555338 -0.16377484510525456 0.39849195333636134 0.4132527589099917 0.666519897409684 not prognostic HSPA13 -0.14730551815796897 -0.4735384989919805 0.17892746267604262 0.37616105831027913 0.6379560437681244 not prognostic SLC46A1 0.08589119457928888 -0.22304521560701196 0.39482760476558976 0.5858129499074651 0.7896391659924021 not prognostic HDAC3 -0.09870166428309875 -0.5094759028160117 0.3120725742498142 0.637680648974986 0.821697589273611 not prognostic FBXW9 0.11343304198217119 -0.3180109917440119 0.5448770757083543 0.606340862384165 0.8038752763105922 not prognostic ECE1 0.1938348220632266 -0.05870340956752318 0.4463730536939764 0.13248782539621998 0.3682593917331132 not prognostic C11orf98 0.11157419047119922 -0.2405184997729229 0.4636668807153213 0.5345401357630721 0.752119728977964 not prognostic DDA1 -0.477684455582992 -0.8566267426024059 -0.09874216856357804 0.013485722885549306 0.10345987745871717 not prognostic MMGT1 0.07223308841526156 -0.2785512871688667 0.4230174639993898 0.6865117545570977 0.8512935925969107 not prognostic LTA4H -0.31175403932147794 -0.6511962105432494 0.027688131900293567 0.07184632085890964 0.2607377829954674 not prognostic INO80C -0.03023483466139878 -0.49664777245462854 0.43617810313183103 0.898898409692109 0.9554597485424969 not prognostic MIPEP -0.2599235854069293 -0.5551754153657009 0.0353282445518423 0.08444726339870545 0.2844455790852558 not prognostic SNAP47 -0.05409466781457317 -0.45871630139488373 0.3505269657657374 0.7932971815104821 0.9047630147851397 not prognostic DROSHA -0.15124378058277965 -0.5579943134330625 0.2555067522675032 0.4661351803058934 0.7056659231110355 not prognostic TMX3 0.4405893981340792 0.11778439841112553 0.7633943978570329 0.0074704410362416785 0.07506493669749915 not prognostic SNX9 -0.15919710163317746 -0.4759445284062462 0.15755032513989126 0.32458627989135047 0.5973321611237946 not prognostic REXO2 -0.40001408130509486 -0.6743897803185841 -0.12563838229160568 0.00427067996179087 0.057067757758080095 not prognostic PPP6C 0.1835809369026273 -0.20535746667282848 0.5725193404780831 0.35490706304998043 0.6213302572323963 not prognostic DOCK5 0.09004964380735492 -0.20450083491220022 0.38460012252691006 0.5490408542081642 0.7645921243934817 not prognostic RAB2A 0.30543967842711583 0.01708446434746963 0.593794892506762 0.03788582260523123 0.18099880991709458 not prognostic BCAR3 -0.020436117372733383 -0.4101718526195179 0.36929961787405113 0.9181436573754883 0.9662795538359876 not prognostic TSC22D4 -0.06021226084800077 -0.39718872362104707 0.2767642019250456 0.7261781280620445 0.8712775101232223 not prognostic MTIF2 -0.2580433724552448 -0.5632756290459475 0.04718888413545791 0.09752883651086708 0.31007658852336395 not prognostic KCTD18 -0.18539926131327736 -0.5430695468807674 0.17227102425421267 0.30965220076071254 0.5830317883092869 not prognostic IQSEC1 -0.2967652308540403 -0.6188632015393958 0.025332739831315287 0.07094733022536119 0.25883922066326764 not prognostic SFMBT1 0.06125153692547246 -0.47094625668961265 0.5934493305405576 0.8215315643112495 0.9174469371683444 not prognostic TCEAL4 0.008948858601513746 -0.3140396228200429 0.33193734002307035 0.9566932733560721 0.9844012040405602 not prognostic TGFBR2 -0.25301142510791585 -0.6362441364894396 0.1302212862736078 0.19567429681563278 0.4536178092673124 not prognostic REEP3 -0.08337470767215836 -0.40637654111178045 0.2396271257674637 0.6129164266876835 0.8059099380430064 not prognostic CABIN1 0.1593230509363914 -0.32280514532693017 0.641451247199713 0.5171883846386118 0.7410991689611862 not prognostic WRNIP1 0.30305837687424697 0.0034062374451984123 0.6027105163032955 0.047451994880706554 0.20866292247886334 not prognostic MPPE1 -0.5937097896657072 -0.9198277146222559 -0.2675918647091585 0.0003594596556959276 0.017879123874698 favorable CHMP6 -0.16018673442102477 -0.47341130347866606 0.15303783463661652 0.3161752237772194 0.588262007164889 not prognostic TAMM41 -0.3036261143764708 -0.6054146635124594 -0.0018375652404821752 0.04862124694986042 0.21162179092955777 not prognostic YWHAB -0.16963939729664781 -0.5685914096401253 0.22931261504682973 0.4046184653410907 0.660205780972988 not prognostic PPAT 0.12283789135329039 -0.1700284127085958 0.41570419541517656 0.41103464804364853 0.6648587540984254 not prognostic UBA1 0.3185845519790417 -0.07522623673181239 0.7123953406898957 0.11283707303255586 0.33618313306504916 not prognostic PNISR 0.07528098664241877 -0.3288797551624881 0.47944172844732563 0.7150571955234728 0.8658245971763121 not prognostic TMEM104 -0.04039889554407549 -0.36757378483146363 0.28677599374331264 0.8087705547346166 0.9126446655582332 not prognostic WDR36 0.22927401452614363 -0.20356467713105855 0.6621127061833458 0.29918159681840245 0.572834225046013 not prognostic TBL3 0.1819985718136156 -0.23010166462647905 0.5940988082537102 0.38671397336898583 0.6450997211799012 not prognostic CTR9 0.46938363136848554 -0.0070063284930107494 0.9457735912299818 0.053465921814565415 0.2225385392867523 not prognostic UBE3B -0.24159476155587034 -0.5588630056533866 0.07567348254164596 0.13557292502712626 0.3722123268224046 not prognostic STARD3NL 0.5726288114870247 0.15445022803088282 0.9908073949431666 0.007277805683826382 0.0739593578743446 not prognostic LIN7A -0.07404841830765409 -0.39192346745430245 0.2438266308389943 0.6479800970304221 0.829003402216829 not prognostic SECISBP2 0.004561621471147549 -0.36577270929900174 0.3748959522412968 0.9807393367906987 0.9930512646784806 not prognostic VASP 0.4183020307919645 0.10576713414415179 0.7308369274397772 0.008709554450491668 0.08190823633955031 not prognostic UBAC2 0.13197291289089583 -0.1306795083351789 0.39462533411697054 0.3247184827676491 0.5974526461608636 not prognostic PXDC1 -0.2238542853791216 -0.5681112816992296 0.12040271094098642 0.20249574266398315 0.4626038234423682 not prognostic HNRNPK 0.4026187669126396 -0.13785444129955743 0.9430919751248366 0.14427614210500606 0.38455025313072916 not prognostic EAPP 0.09940353925564602 -0.3462620181833501 0.5450690966946422 0.6619949880476341 0.8358258536159171 not prognostic PROX1 0.15942378148164352 -0.15847664043536583 0.4773242033986529 0.32565581356472906 0.5981937831032046 not prognostic DNAJC11 -0.1666307511739406 -0.4352202954262201 0.10195879307833888 0.22400565070350043 0.488675095211608 not prognostic RAB8B 0.5266007102069272 0.2471992559699971 0.8060021644438573 0.00022072441078120053 0.014638115923882136 unfavorable LPP -0.30188687322648156 -0.6711162875770973 0.06734254112413424 0.10904672576577787 0.33038759248088295 not prognostic ZBTB8OS -0.10783914083195917 -0.39600491380432534 0.180326632140407 0.4632720670646847 0.7037113702799664 not prognostic ITGB1 0.24184921079660265 -0.07816608058518798 0.5618645021783932 0.13854571669713256 0.3762207466149311 not prognostic SLC9A3R1 -0.2145064798739224 -0.514289280658637 0.08527632091079212 0.1607863009856822 0.4095362027666608 not prognostic NRDE2 -0.3416737834214629 -0.6894061861747015 0.006058619331775761 0.05412746605151961 0.224145792580599 not prognostic PRRC1 -0.11656663514737774 -0.44321004342243087 0.21007677312767536 0.48427912249055094 0.7208231061775399 not prognostic CDC42 0.013302451481866345 -0.33357316474653 0.36017806771026273 0.940084761589689 0.977081364118004 not prognostic ANKFY1 0.24550425403884382 -0.23823831484521404 0.7292468229229017 0.3198814274131861 0.5924489904075827 not prognostic MAPKAPK2 0.08139683457298327 -0.2690952198111961 0.4318888889571627 0.6489840765582655 0.8293397712569441 not prognostic GLMN 0.14179692168003516 -0.19202085922304296 0.4756147025831133 0.405103864654648 0.660636593853017 not prognostic VEZT 0.4277275722958167 0.09788591962668103 0.7575692249649524 0.011034150211644268 0.09363862260175462 not prognostic POLR2J;POLR2J3;POLR2J2 0.05463000911116729 -0.38333971936548417 0.4925997375878187 0.8068626064126788 0.911870855240181 not prognostic PRDX1 -0.5205827595380518 -0.8173926982126707 -0.22377282086343286 0.0005868237701130076 0.021184811346055474 favorable IFT43 -0.548589027299975 -1.1427745762131334 0.045596521613183394 0.07036396046704468 0.25776126761925167 not prognostic PPP6R2 0.014920403489619542 -0.2816277069185433 0.31146851389778235 0.9214456692190401 0.9683886696229682 not prognostic DUS3L 0.11777533108328929 -0.15911670869469718 0.3946673708612758 0.40446936921678034 0.6602031472375268 not prognostic ZMYM4 0.3876753427026359 0.046651328347025345 0.7286993570582464 0.025875000172680532 0.14717844761499924 not prognostic DCTN5 0.030038991072833313 -0.3508722822884287 0.4109502644340953 0.8771646996322403 0.9458335006392204 not prognostic CLSTN1 0.24276051365815307 -0.04908758991702025 0.5346086172333264 0.10303673205154619 0.31986402983963 not prognostic STXBP5 0.19293487805414591 -0.15586814125499285 0.5417378973632847 0.2783102196837144 0.5515076132864751 not prognostic ERCC6 0.09347753157261973 -0.34657820373795695 0.5335332668831965 0.6771615750338339 0.846853971403536 not prognostic GTF2H3 0.40199181920430327 -0.007767177512462864 0.8117508159210693 0.05450367316741826 0.22528688174879766 not prognostic ACAD9 -0.3762243407533268 -0.666806641221902 -0.08564204028475153 0.011161052343009407 0.09417992613285883 not prognostic TNS3 -0.04278546099428811 -0.37324440166264095 0.28767347967406476 0.7996793366023037 0.9089157167196174 not prognostic SUMF1 -0.13440479373966108 -0.43048641031919543 0.16167682283987328 0.37361839415679254 0.6354493698491192 not prognostic FIG4 -0.02036015918150742 -0.4094393614262153 0.36871904306320047 0.9183097107216257 0.9661136122315763 not prognostic RAD21 0.441281433631219 0.03101971608306714 0.851543151179371 0.035017494543359756 0.17282890223081582 not prognostic RER1 -0.12125867510740365 -0.41005067491726 0.16753332470245272 0.41053394671537535 0.6647694745781797 not prognostic SEC14L1 0.0522616510343033 -0.24560384931753715 0.35012715138614375 0.7309340954605967 0.874055423622108 not prognostic XPC -0.3029619915135612 -0.5924927108299645 -0.01343127219715795 0.040278018469293825 0.1881111629397953 not prognostic TJP2 -0.21894631343524015 -0.5242717129510452 0.08637908608056497 0.15988039654627934 0.408274155812561 not prognostic SIKE1 0.4853369366534252 0.044575451849215575 0.9260984214576349 0.030913787743820406 0.1616653864897337 not prognostic PIK3R2 0.3826933863497308 0.14350876757412728 0.6218780051253343 0.0017131244957520942 0.03534010048495046 unfavorable EEPD1 -0.05633140082417945 -0.3293964063536645 0.21673360470530564 0.6859723748138147 0.8512142303129706 not prognostic C17orf62 -0.31068283159957966 -0.6547076367127043 0.0333419735135449 0.07672556433542811 0.26980517576397794 not prognostic TXNL4A 0.06611960909375905 -0.31738014071473275 0.4496193589022509 0.7354238349281299 0.8755651055999397 not prognostic KPTN -0.09128569476706275 -0.4909791358811716 0.30840774634704604 0.6544168188970094 0.8312987768991098 not prognostic CETN2 -0.14840271772023966 -0.49043341609557306 0.19362798065509373 0.39510098763979984 0.6520440815371664 not prognostic SNX29 -0.046319432752173706 -0.4100001449866263 0.3173612794822789 0.8028760401574297 0.910814646164403 not prognostic LTV1 0.016078077292036853 -0.3140753012431617 0.3462314558272354 0.9239590571274046 0.9692097760353431 not prognostic PPP4R1 0.46728363248004223 0.03326127589314598 0.9013059890669385 0.034844085763734885 0.1726392362162249 not prognostic CLCN5 0.4376908363959609 0.07608708632099931 0.7992945864709224 0.017674330356331 0.11942511673979733 not prognostic PHIP 0.35462668894483473 0.03052922592216506 0.6787241519675045 0.03198580055572599 0.1645798117100085 not prognostic METTL13 0.10322837026566732 -0.34605935738103255 0.5525160979123672 0.652478695543798 0.8302503924394008 not prognostic GYG1 0.36234122852132095 0.03748650226888467 0.6871959547737572 0.028805849109780783 0.1555481104221154 not prognostic PRKACA 0.05514429513565825 -0.2619522147872711 0.37224080505858764 0.7332200994857389 0.8750359305113063 not prognostic FBXW2 -0.17639488493724959 -0.5511378338239372 0.19834806394943805 0.3562299177080832 0.6218222759291224 not prognostic MED30 0.43810309363051364 -0.04322631896722984 0.9194325062282571 0.07443223603599419 0.2660246743434156 not prognostic MRPL49 -0.2568528516064452 -0.5948987815245439 0.08119307831165345 0.13643133139081035 0.3733098135519331 not prognostic RNPC3 0.33284649330175436 -0.3240536794410647 0.9897466660445735 0.3206615372523165 0.5934027993013621 not prognostic RFXANK -0.46941005622057025 -0.9918555333988575 0.05303542095771702 0.07823829969904095 0.27192061226922115 not prognostic TIMMDC1 -0.41012110961151726 -0.6972966458420238 -0.1229455733810107 0.005125103400827212 0.062090731728830895 not prognostic GMEB1 0.20314841847664436 -0.22095990459673395 0.6272567415500226 0.347820495320012 0.6154223111857842 not prognostic USP28 0.106264361393054 -0.22340118836904338 0.4359299111551514 0.5275341726022913 0.7483779824605156 not prognostic RBM4 0.2943010810496265 -0.0961321224575945 0.6847342845568475 0.1395729030869848 0.3779782823163264 not prognostic TEX15 0.03274653019218348 -0.31086810129765247 0.37636116168201944 0.8518292975306001 0.9331246422111175 not prognostic SMEK1 0.21619136561417907 -0.16599335077336774 0.5983760820017259 0.2675606434353606 0.5408603388297095 not prognostic CISD2 -0.13401004134847724 -0.47745840062963096 0.2094383179326765 0.44441570639479555 0.6895760518808673 not prognostic EIF3M 0.803447819512441 0.2907636258040597 1.3161320132208223 0.0021295932446399064 0.039721350665127254 unfavorable FAM114A1 -0.01703671722152426 -0.29859095260874896 0.2645175181657004 0.9055950234866409 0.9587078450131129 not prognostic EXT2 0.2387170314906129 -0.2068661406698024 0.6843002036510282 0.29370319956147056 0.5679319105127097 not prognostic LCLAT1 0.18214890753744242 -0.13579935225323478 0.5000971673281196 0.2615050868362082 0.532466464053803 not prognostic DOCK1 -0.05569829888973485 -0.3987902786372721 0.2873936808578025 0.7503447467605499 0.8835770771731163 not prognostic EFHD2 0.0375782012291355 -0.23846419489010048 0.3136205973483715 0.7896125275040062 0.9025151230363039 not prognostic PFN1 0.2002988526636355 -0.12554785080750974 0.5261455561347808 0.22828238166060327 0.4931979157836344 not prognostic TRIOBP -0.15768021497204465 -0.4914843697459599 0.17612393980187058 0.3545317774655332 0.6210375667479787 not prognostic GORASP1 -0.5033056505974391 -0.8918895604455301 -0.11472174074934816 0.01112954888930288 0.09418038866344867 not prognostic EML2 -0.1017148041675262 -0.37037353846733617 0.16694393013228376 0.4580589836439888 0.7011458506692821 not prognostic TYK2 -0.2807015485154456 -0.6588622928876506 0.0974591958567595 0.14571242794379716 0.38653729403876025 not prognostic RAD23A 0.06506678142888814 -0.27988822452073525 0.4100217873785116 0.7116088779071541 0.8643378488539887 not prognostic EIF2AK2 -0.03603017817147077 -0.37575793301746463 0.30369757667452313 0.835333592570608 0.924442726116768 not prognostic PDCD6 0.0036979658088591477 -0.30421470177166043 0.3116106333893788 0.9812205277206993 0.9932015132485496 not prognostic GAPDH 0.08325861419556385 -0.20061193915977593 0.36712916755090363 0.5653906091080654 0.7763714913105076 not prognostic GNAI3 0.121056548110761 -0.30326849927578653 0.5453815954973085 0.5760511126581571 0.7839163416367959 not prognostic ITPKC -0.04785421312117691 -0.3982270025764041 0.3025185763340503 0.7889352185644559 0.9022016875472696 not prognostic EPM2AIP1 -0.258616515922666 -0.5353757644790208 0.01814273263368882 0.0670289148677979 0.25204110659865375 not prognostic CHMP5 -0.15119638521348258 -0.5799498942232773 0.27755712379631203 0.4894617820425372 0.7232466305705291 not prognostic GPATCH1 -0.0048869293401099965 -0.38383813774361975 0.3740642790633998 0.979835164846964 0.9925847738034475 not prognostic C19orf43 0.2886905998659797 -0.05940514503909 0.6367863447710495 0.10406001188141747 0.3215910550135763 not prognostic MTX1 -0.46188568796498314 -0.7773344516451872 -0.1464369242847791 0.004107131721111651 0.05639746978391505 not prognostic TMEM263 0.346350415972954 0.0698668703972043 0.6228339615487037 0.014078930935358855 0.10583431457956996 not prognostic CAP1 -0.07685901295289514 -0.4487333134417913 0.295015287536001 0.6854146440410569 0.8506400482533383 not prognostic RIT1 0.40143180079914415 0.1134302207211203 0.689433380877168 0.0062970014819128 0.0680060968245661 not prognostic STX8 -0.17709760558652776 -0.5905905957731885 0.23639538460013293 0.4012192261695523 0.6568139937641253 not prognostic VPS37B 0.24555342372335978 -0.1032871299153689 0.5943939773620884 0.16769620346696595 0.41809638252290343 not prognostic NELFB 0.5432820390627447 0.17203601754511227 0.9145280605803772 0.004127955389407598 0.05642379328452859 not prognostic UBE2B -0.23930908584753618 -0.7159173678393126 0.23729919614424022 0.32505914781361206 0.5975882033624782 not prognostic ERGIC2 0.06835508105197594 -0.23689381784196498 0.3736039799459169 0.6607345776241895 0.8348231263716298 not prognostic GTF3C3 0.2573615492046728 -0.15178961895219006 0.6665127173615357 0.21763414992389035 0.48098705116479645 not prognostic TNRC6B 0.13444068010671956 -0.27819501006948144 0.5470763702829206 0.5230993620359671 0.7455123508927115 not prognostic PFDN1 0.3207666127155006 -0.03675796203182935 0.6782911874628306 0.07867005900709548 0.27289152975223785 not prognostic TSEN54 0.1430339136179328 -0.31711377294920595 0.6031816001850716 0.542364012815282 0.759190901615888 not prognostic ARFIP2 0.2552629766756357 -0.06621204832907918 0.5767380016803505 0.11964072000089211 0.3470976559196329 not prognostic BAX 0.2896000786307287 -0.07203140174763528 0.6512315590090927 0.11651531028675863 0.34337115635199145 not prognostic TPCN1 0.15894134766013415 -0.09876489879578434 0.4166475941160527 0.2267337176082971 0.49127467902881994 not prognostic LENG1 0.23180618765018218 -0.16497195316753538 0.6285843284678998 0.2521874342082194 0.521078721086127 not prognostic EXOC6B -0.20823003945644022 -0.5962261147758862 0.17976603586300574 0.29285689603757714 0.5672755928655188 not prognostic ATXN3 -0.031123229269134578 -0.37232118843759315 0.310074729899324 0.8581080626809794 0.9363365612654246 not prognostic EFR3A -0.7998712552027598 -1.3023599725808634 -0.2973825378246563 0.0018090718650093352 0.03639689979197433 favorable LANCL2 0.03341300758051424 -0.2762428116255868 0.34306882678661527 0.8325069950245475 0.9237123716017813 not prognostic ARL15 -0.5031834261882776 -0.8397806838342835 -0.1665861685422717 0.003389897842424079 0.05083711119467802 not prognostic PSMA7 -0.3276270911554628 -0.7057672977828944 0.05051311547196885 0.08948019961278128 0.29398760628742415 not prognostic PLXND1 0.2435885740409738 -0.10290106748077218 0.5900782155627198 0.16823705680468182 0.4189781278365275 not prognostic ARID4A -0.08708913349433774 -0.4681253910275991 0.29394712403892365 0.654177210084322 0.8312302812780208 not prognostic PLEKHF1 -0.3461916218823035 -0.6672705321552175 -0.02511271160938955 0.03457854893233454 0.17151343412254355 not prognostic EEF2K -0.14198350228331977 -0.4537324598500805 0.16976545528344092 0.37204490240717425 0.6340982317250012 not prognostic USP3 -0.14452741969174543 -0.5466221111302139 0.25756727174672306 0.4811325552338602 0.7175711755803349 not prognostic PLEKHA1 0.23580636220451484 -0.055080358277956154 0.5266930826869858 0.11209689244487074 0.33464604136676485 not prognostic TRIT1 -0.15473230101885763 -0.5124692004788653 0.20300459844115012 0.39657989123421244 0.653280545762632 not prognostic SUPT5H 0.2444995488407832 -0.14002260696477906 0.6290217046463454 0.2126730351806034 0.4745916460548211 not prognostic LZIC 0.07624333023249039 -0.23627628047485758 0.3887629409398383 0.6325367756908059 0.8188406235916404 not prognostic PPP4R2 -0.04573989927571382 -0.4307463896886297 0.3392665911372021 0.8158783010644529 0.9157024482173809 not prognostic MRPL22 -0.03412123912425823 -0.36585445865326904 0.29761198040475256 0.8402318427359926 0.9271130993363744 not prognostic SERPINB6 0.005780554782776596 -0.33125405616796066 0.3428151657335139 0.9731835438447173 0.9901036668229265 not prognostic BLOC1S4 0.1699093802527591 -0.16155047012228863 0.5013692306278068 0.3150434290754702 0.5872545951515064 not prognostic RSBN1 0.28557483766922614 -0.11986319255146555 0.6910128678899179 0.1674257709749177 0.41847094571145677 not prognostic TRMT13 0.0353307153272744 -0.39214477048269897 0.46280620113724774 0.8713134051420173 0.9435013202995259 not prognostic SRP19 0.00708411905327399 -0.31060466744466775 0.32477290555121574 0.9651394788495271 0.9885475064797867 not prognostic PI4K2A 0.1288118813911446 -0.15171098118037432 0.40933474396266356 0.36812770243037973 0.6313883754519521 not prognostic PURB 0.08989716701302211 -0.2757588886958332 0.4555532227218775 0.6299050481368305 0.817087785564915 not prognostic CHTF8 -0.06676512702333097 -0.4254990715396267 0.2919688174929647 0.715279223010609 0.8659763196232565 not prognostic PHF23 0.31969570417520665 -0.13122116172007015 0.7706125700704834 0.16465173055964857 0.4145463846176979 not prognostic DNAJB14 -0.08181989335578146 -0.4378731277781134 0.2742333410665504 0.6524267679183525 0.8304203658193077 not prognostic POLR3H 0.16782698473929725 -0.2517293608939114 0.5873833303725059 0.433036375135758 0.6811269618043643 not prognostic LSM14B 0.4907504000369067 0.1940460919867032 0.7874547080871102 0.0011878144300883516 0.028898104871144054 unfavorable ETV6 0.026224736113095923 -0.38882065320112497 0.44127012542731686 0.9014413548830615 0.9566861605343824 not prognostic SCAF4 0.07765356974163869 -0.25438553075222425 0.4096926702355016 0.6466835313115216 0.828528571240992 not prognostic CORO1C 0.25710825788129055 -0.08919973407663356 0.6034162498392146 0.1456334533265175 0.3864422962751367 not prognostic GIPC1 0.04018810007946171 -0.25886188730241805 0.3392380874613415 0.7922488310596314 0.904028012296314 not prognostic PMPCB -0.1724708712375656 -0.4512454296932657 0.10630368721813449 0.22529010732052557 0.489449728425301 not prognostic FAM73A -0.002234512162871326 -0.28349216737469785 0.27902314304895515 0.9875763567039998 0.9958070865605261 not prognostic NR2F6 -0.053319210008697424 -0.39507766848255854 0.28843924846516367 0.7597703082944857 0.8868609609075007 not prognostic MYH9 0.008135915060691385 -0.3795472155103488 0.3958190456317316 0.9671908325459975 0.9892904745555027 not prognostic IRGQ -0.08885390046435224 -0.42984428959849186 0.25213648866978744 0.6095474765897165 0.8052646536679552 not prognostic ZNF148 -0.22859516872116165 -0.6691940357061348 0.21200369826381144 0.3092082274592943 0.5826860156689249 not prognostic MRPL46 -0.3071491141793445 -0.5973686458620846 -0.016929582496604367 0.0380518329253672 0.18150136397486016 not prognostic SMARCE1 0.45075864790640713 0.05150439367035636 0.8500129021424578 0.02691128149335418 0.14983625821517413 not prognostic STARD7 0.00015863012890940788 -0.336771690792919 0.3370889510507379 0.9992637358195232 0.9993753604548917 not prognostic TMEM2 0.2850003730419681 0.011277094429049728 0.5587236516548866 0.0412794301343166 0.19168814211231147 not prognostic JMY 0.10256330007966691 -0.2529020571800696 0.4580286573394034 0.5717247052632346 0.7806392079032697 not prognostic COPS6 0.17665743155240834 -0.23442856482928007 0.5877434279340967 0.39964119388591657 0.6559097358131276 not prognostic BAG4 0.1792986322561004 -0.10912545907313057 0.4677227235853314 0.2230681218185689 0.48769936377085404 not prognostic CETN3 0.4997041405824822 0.13057133419382466 0.8688369469711397 0.007972048124894472 0.07758015963280458 not prognostic GPALPP1 -0.16107631103314454 -0.5127892124824612 0.19063659041617212 0.36938933457098655 0.6325827682505819 not prognostic ALKBH1 -0.03563673845518965 -0.4378433779232497 0.36656990101287035 0.862133615288944 0.9384416118762209 not prognostic GATAD1 0.4259436044672695 -0.009702945155972809 0.8615901540905118 0.05532556563910101 0.2274241456229896 not prognostic FDX1L -0.2608798299235527 -0.579693261065475 0.05793360121836971 0.10875669908784578 0.32995551573483 not prognostic CAMSAP3 -0.051555960918030504 -0.3804510929691037 0.2773391711330427 0.7586651300287148 0.886264210483701 not prognostic PRRC2C 0.7670460039603352 0.2215762341959494 1.312515773724721 0.005849074655062475 0.0664552860238253 not prognostic CBL 0.22313388167392084 -0.17775334997721493 0.6240211133250566 0.27530976199021207 0.5483533479640419 not prognostic TMEM9 0.27482043965653175 -0.07677017484053794 0.6264110541536014 0.12552149248270433 0.35596893322700407 not prognostic ZNHIT6 -0.013878134291657086 -0.4344933588926346 0.4067370903093204 0.94843777758761 0.9804137423786945 not prognostic DSTYK 0.2269345211287496 -0.22696533229873608 0.6808343745562353 0.3271278459342687 0.5985643990699995 not prognostic POLR2G -0.05649041043359384 -0.4888761263771484 0.37589530550996075 0.7979000728702951 0.9078153961631403 not prognostic ZNF384 0.4930238915154699 0.08204430430879034 0.9040034787221494 0.018711275872621995 0.12254722230254918 not prognostic 43352 0.04717941527723944 -0.24705163816842712 0.34141046872290604 0.7533109182593918 0.8843945254624095 not prognostic C10orf32 0.07259598205098869 -0.27300577977278095 0.4181977438747584 0.6805566420326081 0.8480199883253918 not prognostic SNRPD3 0.24369468010009454 -0.18841850774958352 0.6758078679497725 0.2690114846082991 0.5420796357636961 not prognostic PPWD1 0.5842350371042379 0.1091007029757205 1.0593693712327552 0.01595197886600182 0.11325778492253315 not prognostic PMPCA -0.17008989472337743 -0.4523057999944614 0.11212601054770654 0.23749986390397862 0.5039905858099836 not prognostic TRANK1 -0.534245546045372 -0.9536677597871517 -0.11482333230359232 0.012541346645448337 0.09936520045725572 not prognostic IMP4 0.10674792148840045 -0.30058206701730456 0.5140779099941055 0.6075018089691391 0.8041046268037703 not prognostic MVB12B 0.05809393548777141 -0.22612538445236313 0.34231325542790597 0.6887048997506795 0.8524782203052444 not prognostic ZNF592 -0.23324690795880285 -0.5953336248615322 0.12883980894392646 0.2067480122901952 0.46766421274232384 not prognostic IFI35 -0.13484017447843613 -0.4316698776707898 0.16198952871391756 0.3732787779300235 0.6352337766218401 not prognostic ROGDI -0.12556340042791278 -0.504213564061849 0.2530867632060234 0.5157312259694621 0.7407896143277063 not prognostic NARFL -0.15043202258596045 -0.5230311959985985 0.22216715082667765 0.42876327960664895 0.6772614047844616 not prognostic LARS2 -0.43769834455557594 -0.7269865471592509 -0.1484101419519009 0.0030222929305705596 0.047722378496293155 favorable FTSJ1 0.3749024779472421 -0.03842491501476614 0.7882298709092503 0.07544389744282573 0.26824829777824416 not prognostic DUSP11 0.3346763030176445 -0.08495816814143037 0.7543107741767194 0.11801626571424943 0.3454068737952518 not prognostic ARL1 -0.07744463209318148 -0.4625277623970557 0.3076384982106927 0.6934546276698712 0.8552829978686262 not prognostic MAVS -0.09167574447985737 -0.39894710536275674 0.21559561640304198 0.558706572780575 0.7718098975627972 not prognostic DDX56 0.23452855209201173 -0.14365384242693285 0.6127109466109564 0.22418873829364988 0.4884793803706613 not prognostic G3BP1 -0.16811660231693684 -0.5769960407973718 0.2407628361634981 0.4203194853724367 0.6712665630644713 not prognostic PLSCR3 0.1743075306306835 -0.2196568059496221 0.5682718672109891 0.38584549407037483 0.6443713315448732 not prognostic GOSR2 -0.4502180471091153 -0.8252600140286402 -0.07517608018959032 0.018630993882162317 0.12246937461600531 not prognostic NMI -0.12315580463574745 -0.4181480010582054 0.1718363917867105 0.4132075279082861 0.6666871503627474 not prognostic NAA20 0.5355634325629495 0.19200591809635525 0.8791209470295437 0.002248054645068299 0.04090819763678146 unfavorable CNST -0.12426986099357105 -0.42762380876123596 0.17908408677409382 0.4220295496791525 0.6724382556108653 not prognostic CORO7 0.40453367173068067 0.0656827815456843 0.743384561915677 0.019289783374373332 0.12541861332662632 not prognostic SARS -0.027054485554280708 -0.30338565457718925 0.24927668346862786 0.8478265868695014 0.931360911931613 not prognostic AGPAT6 0.13228880375713795 -0.12265529632090613 0.38723290383518205 0.3091475682055692 0.5829398016310996 not prognostic MED7 -0.05461433301985925 -0.6212481804960287 0.5120195144563101 0.8501642886234649 0.932327397849814 not prognostic MDN1 0.15107734152756525 -0.1742379424146362 0.4763926254697667 0.36271027428210023 0.6269005956848733 not prognostic ELMO2 0.25391285407180664 -0.09769702796841595 0.6055227361120292 0.15695839857111024 0.40427173256822496 not prognostic HPS5 0.09939053868497785 -0.2779077303945765 0.47668880776453226 0.6056397510662218 0.8040173029798167 not prognostic POLR2M -0.23122297335157305 -0.6992282868831154 0.23678234017996935 0.332874130177763 0.6031617258614679 not prognostic HNRNPH3 0.24201731091276318 -0.14067801179172645 0.6247126336172528 0.21516584273324196 0.47753589241217537 not prognostic TADA3 0.10967745335642652 -0.30403042888707504 0.5233853355999281 0.6033403037438698 0.8029888121627571 not prognostic UBLCP1 -0.12947754157960328 -0.526220251427106 0.2672651682678995 0.5224086193704414 0.7451209764574735 not prognostic SNUPN 0.00363584177397358 -0.3707069486749751 0.3779786322229223 0.984812110638002 0.9945880232985936 not prognostic AP4S1 -0.22822577846850806 -0.6558673058224602 0.19941574888544417 0.2955596628464965 0.5696761380978865 not prognostic ZPR1 -0.08405554215520152 -0.48774146409687497 0.31963037978647196 0.6831973310756301 0.8490652005996829 not prognostic SH3BP4 -0.3455499673335112 -0.6700639174680579 -0.02103601719896442 0.036886776095131 0.17812691821990714 not prognostic NUDT16L1 -0.21006092756421563 -0.501985003791632 0.08186314866320077 0.15843966570869542 0.4067996349555349 not prognostic ZAK -0.08928743181768223 -0.3620343452213323 0.18345948158596787 0.5211192865707368 0.7441117978736534 not prognostic DPP9 -0.2233857563782575 -0.534232703415976 0.08746119065946098 0.1589829601053924 0.40714371905708757 not prognostic RAB2B 0.2729164195767044 -0.12737600831446638 0.6732088474678752 0.1814548427675169 0.43694599443183935 not prognostic HARS -0.13998279228231295 -0.48788094710498986 0.20791536254036394 0.43033113244721877 0.6785407940824145 not prognostic SLC41A3 0.16454133750675984 -0.1856320527431141 0.5147147277566337 0.3570721907791936 0.6222007248046166 not prognostic MIA2;CTAGE5 -0.5794454191715582 -0.9534101073789849 -0.2054807309641316 0.002390273018000877 0.04212620931134222 favorable TM9SF1 -0.07233474128024509 -0.41685331758329675 0.2721838350228066 0.6806972304004417 0.8479591350737657 not prognostic MPG -0.23507758634630618 -0.5772294262625507 0.10707425356993835 0.1781072716119252 0.43237375345487156 not prognostic DGKQ -0.32564167713902553 -0.6826223908025879 0.0313390365245369 0.07379207913447411 0.2652189821320541 not prognostic VRK2 -0.016611860928816495 -0.3710496490786366 0.3378259272210036 0.9268092860510789 0.9714028960448735 not prognostic EEFSEC -0.2062727237810331 -0.6150439923754353 0.20249854481336907 0.3226483899501717 0.5953567673585917 not prognostic YIF1A -0.2209554416253668 -0.5498216722458513 0.10791078899511775 0.18789175139916248 0.44514285532593323 not prognostic SEC61A1 0.0956084756481476 -0.2633533114215307 0.4545702627178259 0.6016487695718316 0.8018102759715107 not prognostic EHBP1L1 0.4201278377609387 0.039835130622050796 0.8004205448998266 0.03036720741460787 0.16039976872152462 not prognostic NOA1 -0.2560857126045236 -0.5654139313865301 0.053242506177482773 0.10467300020664444 0.3228168690492896 not prognostic CCDC127 0.053970506948527494 -0.2259300421557346 0.3338710560527896 0.7054894025853921 0.8616980383829489 not prognostic SLC12A6 0.018312615445307122 -0.4711615566402758 0.50778678753089 0.9415452659132187 0.9767850249966452 not prognostic C12orf29 -0.11041339344345777 -0.5563018659171303 0.3354750790302148 0.6274371528929563 0.8154223878430307 not prognostic ANKH -0.18574005928443818 -0.546295211307076 0.17481509273819965 0.31265062030472457 0.5848643969051815 not prognostic ELL 0.6411468078393953 0.2649449973435671 1.0173486183352234 0.0008368974098076241 0.02472852313533881 unfavorable CTDSPL 0.3336164960497762 -0.05043659807256978 0.7176695901721222 0.08864903618016456 0.2922219517382229 not prognostic SRGAP2;SRGAP2B 0.13025061864742932 -0.1817537467107263 0.44225498400558494 0.4132346699121814 0.6666108107610378 not prognostic HDAC8 0.42883305888765294 0.02437950540743461 0.8332866123678713 0.03769959839399366 0.18059096009707076 not prognostic UHRF1BP1 0.4535355722800247 0.14022666085880453 0.7668444837012449 0.004551412230469385 0.05846311865049125 not prognostic JAK1 -0.14803808242261154 -0.5220069596672194 0.22593079482199632 0.4378287838461036 0.6851741132274367 not prognostic UBE2J1 -0.018165409021625924 -0.3309520411097592 0.2946212230665073 0.9093749766664174 0.961231896823428 not prognostic TCF20 0.1472717163563789 -0.26333498508409037 0.5578784177968481 0.48206979038737763 0.7182510955796625 not prognostic PAXIP1 0.4684689344488857 0.00643204003813308 0.9305058288596384 0.04689483830361027 0.20723074399418692 not prognostic ATRX 0.3489427737957474 -0.04683726405240135 0.7447228116438962 0.08398488866139736 0.2836351219107848 not prognostic UBE2J2 0.2712707602530843 -0.10622316979711455 0.6487646903032831 0.15899818055423387 0.4070662597946971 not prognostic PPP3CA 0.24075646331864095 -0.14281936712789042 0.6243322937651723 0.21862318563821337 0.48222059152966845 not prognostic SAR1A 0.002979995042187899 -0.32232746195855577 0.3282874520429315 0.9856752733692827 0.9951229953174547 not prognostic RABL2B;RABL2A -0.08886560797721853 -0.4408071266435327 0.26307591068909564 0.6206756579477062 0.8112276154169071 not prognostic KMT2D 0.19657597227409385 -0.21285003814622294 0.6060019826944106 0.346689902004113 0.6150019204760895 not prognostic WDR35 0.0011207320809517797 -0.3854310155857033 0.3876724797476068 0.995466016055927 0.9981417002742428 not prognostic FTSJ2 -0.07088132426911131 -0.3635987032560117 0.22183605471778906 0.6350692453926718 0.8204581463204316 not prognostic POLDIP3 0.10624589168878577 -0.23872572376862072 0.4512175071461923 0.5460840629447488 0.7621341567489222 not prognostic NEIL2 -0.546555996684284 -1.115771600735285 0.022659607366716905 0.05984405404121802 0.23707248488098448 not prognostic ATP6V1F 0.318944317573361 -0.028308449029042004 0.6661970841757641 0.07183136158666803 0.2607892053063418 not prognostic NONO 0.5407457982081945 0.013126657386605567 1.0683649390297834 0.04456619919874698 0.20060391223045837 not prognostic EP400 0.5333563361415546 -0.02340883266530014 1.0901215049484094 0.06044157894666053 0.23817493675592066 not prognostic CCDC22 0.03208535566294506 -0.44320498372635025 0.5073756950522403 0.8947383047388923 0.9540962413443667 not prognostic GDI1 0.1287684825316497 -0.18615369307161128 0.44369065813491065 0.4228946818545003 0.672978330366751 not prognostic HAUS4 0.3483727279939578 -0.027070649758058063 0.7238161057459737 0.06896569788160876 0.2551445839396873 not prognostic TAF5 0.11834278912593466 -0.2637195016421568 0.500405079894026 0.5437887399258827 0.7603530514690657 not prognostic SAMD1 0.39491599176053177 -0.01926040630916742 0.8090923898302309 0.0616478665574081 0.2402844359113952 not prognostic APBB2 0.08106728103624869 -0.2270951635597768 0.3892297256322742 0.6061329155184119 0.8038376525901854 not prognostic RPL36A 0.4495649198136559 0.04656733609642427 0.8525625035308876 0.02878324583848659 0.15551985515508177 not prognostic COPZ1 0.18484325465924265 -0.19467111028191444 0.5643576196003998 0.33977773887258156 0.6082843623527739 not prognostic PPP2R5B -0.024040835619602866 -0.4237343925723188 0.3756527213331131 0.9061562074159564 0.958961764183813 not prognostic KCTD15 0.053194358423240766 -0.36778379173276377 0.4741725085792453 0.8043982588052135 0.911040811016202 not prognostic SIRT6 0.4128643471414019 -0.02215548730796535 0.8478841815907692 0.06286524780769115 0.24239128493637332 not prognostic EXOSC4 -0.12791917082696883 -0.4938951801191467 0.23805683846520906 0.49330357235737876 0.7252129529253879 not prognostic WWP1 -0.17305985634543633 -0.46791363350701576 0.12179392081614307 0.24999130703683037 0.5191770289725683 not prognostic EIF5A;EIF5AL1 0.09517187550409877 -0.2748002515249704 0.46514400253316796 0.614133181648252 0.8071541948468586 not prognostic RRAGA 0.1891443320893028 -0.18473696128075745 0.5630256254593631 0.32142481466013406 0.594323908643573 not prognostic NSRP1 0.013339952834795714 -0.3575111372743162 0.38419104294390766 0.9437939294176002 0.9777582793422559 not prognostic GCFC2 -0.11815280341714304 -0.49141677314819665 0.2551111663139106 0.5349904650787891 0.7521623168734923 not prognostic FKBP8 -0.1361030077292688 -0.44728095751178315 0.17507494205324553 0.3913072749120772 0.6490133442548771 not prognostic PARD6B 0.007790336186768113 -0.3517782582832957 0.3673589306568319 0.9661286820821571 0.9891080721191026 not prognostic SNTB1 -0.46100382208711876 -0.7574277512167786 -0.16457989295745884 0.002302387064726568 0.04155901490019549 favorable DHX37 0.3278524104941475 -0.027489040068772785 0.6831938610570678 0.0705532681289342 0.25803243854507674 not prognostic STK11 -0.25967828996487285 -0.6860762733020918 0.166719693372346 0.23262395316038242 0.4984878536727869 not prognostic RAD23B -0.18841209778797335 -0.4833243106335073 0.10650011505756057 0.2105070598913842 0.47152106760259266 not prognostic FOXO1 -0.16136351475542668 -0.5608972556245714 0.238170226113718 0.42860012504686673 0.6773622099813942 not prognostic C21orf2 -0.15621290897306897 -0.5633337293427829 0.2509079113966449 0.452026215908219 0.695717846145141 not prognostic EVI5L -0.13939895412401865 -0.5878235322512071 0.30902562400316985 0.5423376752610116 0.7592727453654163 not prognostic C16orf70 -0.13199666455709877 -0.4726404593977779 0.20864713028358037 0.4475715135590339 0.6931513165358988 not prognostic ARFGEF2 0.0778349675027528 -0.31428776217009885 0.4699576971756045 0.6972422061091526 0.8571206194281535 not prognostic AAMP 0.22918430589371333 -0.05170467473403759 0.5100732865214642 0.10977986534573411 0.3313752981929729 not prognostic RHBDF2 0.2535874810069428 -0.11013775964945244 0.6173127216633381 0.17178916228830182 0.42346596089404354 not prognostic ARFGEF1 0.11190235026608743 -0.2012702891791458 0.4250749897113206 0.48372047962246956 0.7201113159394695 not prognostic PPM1F -0.13178447209183683 -0.4888166496616323 0.2252477054779586 0.46940709149176907 0.7082240798998666 not prognostic NSFL1C -0.050079153898305424 -0.3392193301331076 0.2390610223364968 0.7342585004382306 0.8754582972997043 not prognostic CEP170 0.6846615033026937 0.35738407895678836 1.011938927648599 4.127442271677624e-05 0.009475125809828146 unfavorable CRY2 -0.28561123148660944 -0.693383344650512 0.12216088167729305 0.1698159260500749 0.42115290468873146 not prognostic SMCR8 -0.08244644380306303 -0.4316023788937174 0.2667094912875913 0.6435022007038956 0.826819058969859 not prognostic CFAP36 0.2934134693045567 -0.0806343402420655 0.6674612788511789 0.12418313217405015 0.35362963815339404 not prognostic DNAJA2 -0.13103479611321645 -0.4185453243728348 0.15647573214640192 0.3717145519606392 0.6340179812733097 not prognostic RB1CC1 0.1056216316758675 -0.1508045279287145 0.3620477912804495 0.41948972093204795 0.6706591913401118 not prognostic ELP6 0.014499848863662368 -0.42017802193765785 0.44917771966498254 0.9478715532675529 0.9802811616500405 not prognostic BLOC1S5 0.3038916202806716 -0.06895502874511444 0.6767382693064576 0.11015781679519236 0.33184486331337726 not prognostic TJP1 -0.353422084413822 -0.6520311042390435 -0.05481306458860047 0.020355079074718636 0.1299850377717232 not prognostic NDC1 0.1760513404067845 -0.2746595772341844 0.6267622580477534 0.44392753965561016 0.6891769139130706 not prognostic LYSMD2 -0.13362390612037126 -0.4930460610412468 0.22579824880050428 0.4662071197774921 0.7056555102904288 not prognostic FYCO1 -0.3556132090009855 -0.6045221291234418 -0.10670428887852915 0.005107456180067194 0.061960779376885614 not prognostic RFT1 0.1985697153159072 -0.19772982673806297 0.5948692573698774 0.32607083424288286 0.5978521767308069 not prognostic MED21 0.23403989704146738 -0.2121134854790951 0.6801932795620298 0.3038822584052063 0.5776343650746946 not prognostic CCDC101 0.11967972289410568 -0.27253674068511724 0.5118961864733286 0.5498016539306194 0.7652944974565976 not prognostic BZW1 0.16750441063507027 -0.1555995401981577 0.4906083614682982 0.30958665041449696 0.5830309804713907 not prognostic UTP3 0.12172152589163904 -0.28433368735025966 0.5277767391335377 0.556847498271553 0.7704304824641035 not prognostic MAZ -0.016774311011453918 -0.3513367708380057 0.3177881488150978 0.9217188664857673 0.9683347819346485 not prognostic KIF15 0.40704100631649254 0.058817622863106156 0.755264389769879 0.021962426915555968 0.13541984034089022 not prognostic CNTROB -0.013064219184032834 -0.5522398688387795 0.5261114304707137 0.9621227778143722 0.9872647827818996 not prognostic KLHL36 -0.15014127092369928 -0.5337970854905174 0.23351454364311885 0.44306993327586297 0.6886814431629863 not prognostic TAF12 0.08495438373394144 -0.37088620669782596 0.5407949741657089 0.7149055473865851 0.8657580638106447 not prognostic GSK3B 0.3603538913144603 -0.09487304888381903 0.8155808315127395 0.1207839846547191 0.3483824145018364 not prognostic BOD1 -0.06311343794339642 -0.5010647515000427 0.3748378756132499 0.7775972256833639 0.8959881546387589 not prognostic CCDC6 0.20238012208087472 -0.14463410748787245 0.5493943516496219 0.2530140809666477 0.5219435638005522 not prognostic SMG8 0.3405316707572605 -0.1118695474630399 0.7929328889775609 0.14013054436038072 0.3785723487201233 not prognostic DFFA 0.24740623403642897 -0.08643931705862579 0.5812517851314838 0.14636542123072718 0.3875804839629401 not prognostic KHSRP 0.3761399831298036 -0.034211238193395166 0.7864912044530024 0.07240541037867301 0.2621292515650059 not prognostic FBXL17 -0.31160671739481444 -0.8281546212537643 0.20494118646413545 0.23706875090320226 0.5035531499018671 not prognostic TADA2B 0.002749246121274275 -0.4030040681560774 0.4085025603986259 0.9894043663866485 0.9960797584909102 not prognostic ITSN1 -0.18589010859888605 -0.5599103110267002 0.1881300938289281 0.33000046663898697 0.6006290257814292 not prognostic PSEN1 0.0007491606536821765 -0.41157511718585954 0.4130734384932239 0.9971586594622497 0.9983853140422189 not prognostic CNP -0.08367902419024613 -0.380023698138371 0.21266564975787872 0.5799647486377904 0.7864926377694846 not prognostic MPHOSPH8 0.055214275436831425 -0.41494010896606803 0.5253686598397309 0.8179554472250246 0.9160814509639286 not prognostic CNOT11 0.4249170010119102 -0.01441960558762212 0.8642536076114425 0.05800827456392526 0.23216275465839198 not prognostic UBE2G1 0.12475835934448715 -0.1895007032945621 0.4390174219835364 0.43651585057793285 0.6838366422089646 not prognostic FAM98B -0.22475002263584887 -0.6247414740348394 0.17524142876314158 0.2707755043994454 0.5436764052227483 not prognostic R3HCC1 0.19560544370212138 -0.14363583542087185 0.5348467228251146 0.2584302952157712 0.5283686761970312 not prognostic MAT2A -0.07731252242721233 -0.434281019713716 0.2796559748592914 0.671208083921679 0.8428227174405037 not prognostic HCFC1 0.6921079129580345 0.1616966066624076 1.2225192192536616 0.0105439178700804 0.0914725743128196 not prognostic RIC8B -0.20339281965824038 -0.5659797729932173 0.1591941336767366 0.2715761899574462 0.5446733039177902 not prognostic KLHL9 0.3316329498646964 -0.1736432883173541 0.8369091880467469 0.19830261130117371 0.4579322360019108 not prognostic FGFR1OP2 0.373237313230209 -0.12335815129586408 0.869832777756282 0.14072574949580338 0.37915065760936734 not prognostic RPS23 -0.1851026798625212 -0.5554028725608552 0.18519751283581276 0.32721890915663027 0.5986086828114652 not prognostic VPS4A -0.059196454811216784 -0.4943317792993552 0.37593886967692164 0.7897491214484293 0.9024408276104389 not prognostic A1CF -0.33203615238004186 -0.6487468044739422 -0.015325500286141491 0.03989776109304375 0.18721417980399407 not prognostic QKI -0.07684783248058996 -0.4816733593411179 0.32797769437993796 0.7098489157530801 0.86360610717996 not prognostic NOTCH2 -0.01937810752044694 -0.4161264014267226 0.3773701863858287 0.9237356570529647 0.9694297664512007 not prognostic HOMER3 0.4014565684595163 0.15517539807816044 0.6477377388408723 0.001398857842845294 0.03252980329089329 unfavorable PRPF4 0.20469071881433865 -0.2540641407854394 0.6634455784141167 0.3818397169977533 0.642596050052798 not prognostic CLTA 0.3141643787155034 -0.07189170669339745 0.7002204641244043 0.11071721083870971 0.33196623866006963 not prognostic LSM14A 0.39294465788883254 0.02550894726177766 0.7603803685158874 0.03607926305486708 0.17574409256269044 not prognostic ZCCHC6 -0.13840410769793018 -0.45866681124905406 0.18185859585319372 0.39698719135423055 0.6535907179467499 not prognostic LATS1 0.2412529583477523 -0.21467737065761772 0.6971832873531223 0.29968745092230487 0.5730674387243476 not prognostic TERF1 0.09375089342671651 -0.2675483240256481 0.4550501108790811 0.6110489431399901 0.8049913460759758 not prognostic CROCC -0.2812100692086362 -0.702150303434463 0.1397301650171906 0.1904129951166836 0.4479158027534599 not prognostic MANBAL 0.2464036059917968 -0.06047063392349447 0.5532778459070881 0.11554611792773875 0.3418652986804511 not prognostic XRN2 0.4248424306712361 -0.04497336555628684 0.8946582268987591 0.07633724000796219 0.2689678511575307 not prognostic DNAJC17 -0.014072074606975248 -0.3264848395157797 0.29834069030182925 0.929651690971371 0.9726740200148049 not prognostic UBE2E3 0.3748848130766357 0.005382031575999646 0.7443875945772718 0.04675508811533661 0.2068173438224351 not prognostic DPH2 -0.3354617291072201 -0.7079643592022369 0.03704090098779661 0.07755214175781143 0.2709029750907865 not prognostic RNF167 -0.05264586400770225 -0.37374848866278815 0.2684567606473836 0.7479506702270737 0.8815695564169288 not prognostic TLN2 -0.05200807067298793 -0.33681873505969395 0.23280259371371806 0.7204176024859653 0.8686732383914947 not prognostic NUP62 0.6056295465384948 0.12042161116667444 1.090837481910315 0.014429130835869308 0.10694040428273005 not prognostic LRRFIP2 -0.7314951182326317 -1.1171701199286406 -0.3458201165366227 0.00020129221974686317 0.014417353947149329 favorable STX7 0.2315784633419236 -0.12540101723503583 0.588557943918883 0.20356473287920265 0.4636263173410077 not prognostic ICMT 0.3555901781992167 -0.08625477274328791 0.7974351291417212 0.11471511280210298 0.3403062971892737 not prognostic KHNYN 0.243642387207335 -0.07220317175664531 0.5594879461713154 0.13055656238971242 0.36515867012655273 not prognostic VCP 0.16718421853753493 -0.2121720813866513 0.5465405184617211 0.38771648748700516 0.6462903951724366 not prognostic RPAP1 0.08610903842617848 -0.301842934126507 0.4740610109788639 0.6635408999224115 0.8365978984657584 not prognostic MFSD1 0.16445159559773126 -0.21285422427564743 0.54175741547111 0.3929581042656223 0.6501855308612301 not prognostic METAP2 -0.05009798689666142 -0.38795998168845214 0.28776400789512935 0.7713401576610085 0.8931464603645899 not prognostic GABPA 0.652978932903669 0.1675974365605285 1.1383604292468097 0.008371185114006778 0.07990108776727364 not prognostic ANAPC4 0.36422712205877295 -0.11056690220630405 0.8390211463238499 0.1326997230711588 0.36850515529034883 not prognostic PXK -0.043488521277336524 -0.41752856873795074 0.33055152618327766 0.819740176890294 0.9168187137662464 not prognostic SRA1 -0.2223095236027659 -0.5775381812547535 0.13291913404922168 0.21997806292408012 0.4841355942377801 not prognostic LLGL1 0.18029299314948705 -0.1628937016437514 0.5234796879427255 0.3031666818307356 0.5772546368418919 not prognostic TPT1 -0.26229989290820566 -0.5796769078023131 0.055077121985901756 0.10526776198763084 0.3239815307924575 not prognostic ZFYVE26 0.001574996128812085 -0.39716876146913055 0.4003187537267547 0.9938231165343938 0.9977235212303687 not prognostic PPP1R10 0.632875903514564 0.11144774133469093 1.1543040656944372 0.01736542279987526 0.11832011440432513 not prognostic RAB30 -0.07180609640857885 -0.42110139170417915 0.2774891988870214 0.6870085468942697 0.8514379180986152 not prognostic USP33 -0.08662265867241284 -0.44658127477167264 0.2733359574268469 0.6371710586006014 0.8217505744239678 not prognostic TMEM199 0.2038943067332646 -0.13851879230764183 0.546307405774171 0.24317568377952178 0.5107088662627395 not prognostic PAK4 0.2514793864107804 -0.028948230422653987 0.5319070032442148 0.07880893836734457 0.27305589210636066 not prognostic AARSD1 -0.1154336679239877 -0.44365469850395695 0.21278736265598158 0.4906286028280876 0.7236569820625813 not prognostic FLNB -0.3860795308530937 -0.7117489934678642 -0.06041006823832323 0.02015082825079521 0.12932642675940467 not prognostic IRAK1 0.008845497160559294 -0.3098826385169093 0.3275736328380278 0.9566213649507969 0.984440354069481 not prognostic SNX17 -0.09631822614770273 -0.5190651078279407 0.3264286555325352 0.6551955036054846 0.8318158456863165 not prognostic AMDHD2 0.003971125560933225 -0.2998358468667764 0.3077780979886428 0.979561146562533 0.992419480046889 not prognostic ADAM17 -0.028477397010284698 -0.424117369186979 0.36716257516640965 0.8878111655678552 0.9503315836117895 not prognostic WBSCR16 -0.3068633998059724 -0.6416017879363778 0.027874988324433025 0.0723753111884192 0.2621262787499664 not prognostic GIMAP2 -0.20149105813088103 -0.522178501376702 0.1191963851149399 0.21814916844214982 0.48164969298706967 not prognostic C6orf203 -0.36097439552452737 -0.6546236896832395 -0.06732510136581527 0.015982024591521198 0.11338119347693287 not prognostic PELO 0.01303301970362948 -0.270918529027823 0.2969845684350819 0.9283190910938798 0.971847617231467 not prognostic AP3D1 -0.13643772835822518 -0.5320352330176775 0.2591597763012271 0.49905810592500177 0.7287664691480249 not prognostic TMEM11 -0.25301017638814405 -0.5555471882061942 0.0495268354299061 0.10119077125412472 0.3159961545302332 not prognostic RAP2A -0.10947558058649046 -0.44971056343111304 0.23075940225813216 0.5282713144896104 0.7487119010013427 not prognostic NEURL4 0.04116859925289312 -0.47572559285695465 0.558062791362741 0.8759514711336016 0.9452083308496004 not prognostic LMBR1 0.1554327303475633 -0.17930558459480875 0.4901710452899354 0.3627741649642259 0.6268900017225852 not prognostic SAMM50 -0.35975883311518114 -0.67944581408163 -0.04007185214873232 0.027409224075620037 0.1511051620375777 not prognostic STX16 0.035976609211529266 -0.30284619432926946 0.37479941275232803 0.8351420544609217 0.9244592994051227 not prognostic PSMD10 0.11811155928100832 -0.20973032999461683 0.44595344855663344 0.4801160045742623 0.7171302283872824 not prognostic C9orf89 -0.18863812785965672 -0.5067503666997759 0.12947411098046246 0.2451364995706372 0.5131417069571932 not prognostic NECAP2 0.06740802561551817 -0.3524643697298613 0.48728042096089763 0.7530193575617417 0.8844001453824312 not prognostic TAF3 -0.1521356683295484 -0.5286866118711737 0.22441527521207688 0.4284348782155022 0.6772205975747513 not prognostic DTX3L -0.2979918692183833 -0.5991797943889876 0.003196055952221055 0.05248114952870361 0.2214249442650723 not prognostic SURF6 0.00591257664682123 -0.3363061517959525 0.34813130508959494 0.9729866671537892 0.9904661320099915 not prognostic PLEKHG3 -0.2277487545594283 -0.5303147641707563 0.0748172550518997 0.1401286002707165 0.3786813637862133 not prognostic TCP1 0.4298561353605483 -0.005982981831573864 0.8656952525526704 0.053228982124910625 0.2222756888826142 not prognostic NFU1 -0.31563640316638825 -0.6358992911718532 0.004626484839076683 0.05340265261210994 0.22248206088237332 not prognostic SNRPD2 0.39070356776232157 -0.10834496824393336 0.8897521037685765 0.1249190365088229 0.35482237749476253 not prognostic KIAA0319L 0.023975864457625194 -0.2611937205281187 0.309145449443369 0.8691127671338453 0.9421439162306959 not prognostic VPS72 0.30721910614421183 -0.1390475567287825 0.7534857690172061 0.17724726259139922 0.43098716512243274 not prognostic CASP8 -0.13885386990053977 -0.435873595783303 0.15816585598222344 0.35952826488501277 0.6238094099836278 not prognostic SASH1 -0.019335424013515057 -0.37762474117394357 0.33895389314691343 0.9157637909450745 0.9651363414162745 not prognostic WDR20 -0.4792418865170094 -0.8952571505071437 -0.06322662252687505 0.02395549642862717 0.14184759227876922 not prognostic LYPLA2 0.10771206637936626 -0.16949371123006407 0.3849178439887966 0.44631632643130514 0.6919255533401688 not prognostic ZNF512B 0.3107928899224584 0.0015420715737832213 0.6200437082711336 0.048868486154929384 0.21238813424518582 not prognostic CSTF3 0.47226694274799513 -0.02845956242007902 0.9729934479160693 0.06452044648780977 0.24675418940852667 not prognostic NAA16 0.036275983775235845 -0.2508047773027679 0.32335674485323956 0.804394247631184 0.9111515307492396 not prognostic SRPR -0.16289694329561358 -0.4511899417219093 0.1253960551306821 0.2680963292774935 0.5415763619181857 not prognostic RABGAP1L -0.1909288039889464 -0.5484870403401214 0.16662943236222866 0.2952929682528624 0.5694072678802233 not prognostic AKAP1 -0.39432482274551944 -0.7164539933862317 -0.07219565210480716 0.016429524346151622 0.11438066210816134 not prognostic ALG6 -0.4613910355698873 -0.7832881585926305 -0.13949391254714416 0.004964733289933052 0.0609729178940612 not prognostic ERCC5 -0.014684181432380813 -0.30814884075845034 0.2787804778936887 0.9218756604034009 0.9683858720628473 not prognostic TTC7A -0.09423549678974488 -0.3893189857117568 0.20084799213226703 0.5313684772559386 0.7501327620423239 not prognostic TLE1 0.4306744746433047 0.03462244677858661 0.8267265025080228 0.03306427451562414 0.16724545182959488 not prognostic ERP44 -0.10140636391394317 -0.4250220100613896 0.2222092822335033 0.5391074879187796 0.7559325511882277 not prognostic HNRNPH2 -0.18210985288208326 -0.5873561097031703 0.22313640393900386 0.37844231067351464 0.6398855538168039 not prognostic SMARCAD1 0.3123286662178069 -0.07060703430149867 0.6952643667371126 0.10991419756158537 0.33155721387091436 not prognostic HPCAL1;HPCA 0.05747220670520626 -0.2713966052425823 0.3863410186529948 0.7319611745606556 0.8742327102243262 not prognostic ARHGAP1 0.4502389126326449 0.0977400947458732 0.8027377305194167 0.01230000139337632 0.09823542593657289 not prognostic CWF19L2 -0.028790755983185354 -0.421558889823008 0.36397737785663725 0.8857613694841369 0.9494997055784815 not prognostic CCDC92 -0.039503864559581145 -0.46254061608502434 0.383532886965862 0.8547786803572694 0.9345260135839094 not prognostic DNAAF5 0.2746438482122573 -0.10177901908845333 0.6510667155129679 0.15271141440312902 0.39687236375942353 not prognostic CRCP 0.3053413391082884 -0.147289446229126 0.7579721244457028 0.18610920789008922 0.44338364508780437 not prognostic CSRP2BP 0.3350187113223209 -0.17590380861864902 0.8459412312632908 0.1987313026605588 0.458331105801129 not prognostic LGALSL 0.40108387753822244 0.07065753614983744 0.7315102189266074 0.017356015047958633 0.11843628256430917 not prognostic THYN1 -0.3761725461200456 -0.7073261129052445 -0.045018979334846665 0.025986523177731792 0.1467869665679702 not prognostic C1orf123 -0.36556726682826085 -0.6875160069780006 -0.04361852667852106 0.026047325444979005 0.14676004072303148 not prognostic FBXO11 0.4441320826145243 -0.21087405786436375 1.0991382230934124 0.1838581820259743 0.44083618202424957 not prognostic ZDHHC20 0.07725805289454626 -0.27447988041700777 0.42899598620610035 0.666832337021509 0.8390934523336009 not prognostic C3orf17 0.0152424045176002 -0.47418585649629486 0.5046706655314952 0.9513275762242286 0.9822668423406203 not prognostic UHRF2 0.3140622996710391 0.026776588371015875 0.6013480109710623 0.03214175377035589 0.1650976026999405 not prognostic TPRKB -0.2068014446361799 -0.5792407190173592 0.16563782974499935 0.276465390883202 0.5493108398973163 not prognostic SEC63 -0.1509478731599181 -0.4611031229876503 0.15920737666781415 0.3401419314052397 0.6083281485959071 not prognostic RBM17 0.5582740374707778 0.07678949128249868 1.0397585836590568 0.02305339916189832 0.13964619938868447 not prognostic MGEA5 -0.22437569877042704 -0.5078654109168892 0.059114013376035085 0.12083766664707025 0.3482007175703959 not prognostic SLC35A5 -0.19858317020432087 -0.59550596969773 0.19833962928908822 0.3267982817443864 0.5982058917312393 not prognostic N4BP1 0.06673696069689429 -0.368311943020113 0.5017858644139016 0.7636733598584899 0.8886362868225969 not prognostic CTDSP1 -0.18015406371055248 -0.5686417412725083 0.20833361385140337 0.3634042367925103 0.6272523871222951 not prognostic WDR74 0.5040752095306992 0.06063330973017644 0.9475171093312219 0.025883416946609686 0.1471328456653946 not prognostic CNNM3 -0.2127605755390457 -0.5118041630534969 0.08628301197540539 0.1631800076024888 0.41269791188279153 not prognostic GNAQ -0.03410441534515918 -0.42701132022340277 0.3588024895330844 0.8649115555309222 0.939979747107107 not prognostic VPS37A -0.04642813477027104 -0.33620357193467515 0.2433473023941331 0.7535001107493492 0.8845006544563948 not prognostic PPP1R2;PPP1R2P3 0.13761394043989233 -0.22954687332362078 0.5047747542034055 0.46257976442455406 0.7036147860844432 not prognostic RFWD2 0.1843005312078628 -0.3137918296949933 0.6823928921107189 0.4683221714935403 0.7075410734697378 not prognostic TBL1X 0.3841813704467564 -0.025116673028448444 0.7934794139219612 0.06581371514691856 0.24935683102427503 not prognostic CUL9 -0.024121852638524025 -0.39260836554464684 0.3443646602675988 0.8979091108693595 0.9550885433780891 not prognostic SPTLC2 0.2366774883979055 -0.11706444459488471 0.5904194213906957 0.18973966776398207 0.4468014848739957 not prognostic TBC1D22A -0.20094340029597896 -0.6521956581543978 0.2503088575624399 0.38278556178661416 0.6426175013455009 not prognostic RAB12 0.0801367322187191 -0.2681651298670149 0.4284385943044531 0.6520289292817821 0.8302680989702453 not prognostic MIS12 0.20037222710331873 -0.13491873822499525 0.5356631924316327 0.24148295604033304 0.5089446575868883 not prognostic DCP1B 0.1567060718789172 -0.24000473946074244 0.5534168832185768 0.4388054534135468 0.6857436244390792 not prognostic ZFP91 0.23161778166209013 -0.195030565517823 0.6582661288420033 0.28731949516178057 0.5599415411805445 not prognostic RNF114 0.1916165859977229 -0.1353801964419844 0.5186133684374302 0.25075489154131275 0.5196779036966142 not prognostic CTNND1 -0.33331362916036833 -0.7248939617209017 0.05826670340016504 0.09525150618927325 0.3047843941789004 not prognostic SLC38A7 0.14021185331707917 -0.16160027871625518 0.44202398535041354 0.362541003257391 0.626850058355238 not prognostic TRIM13 -0.3928352841459291 -0.8518142074910243 0.0661436391991661 0.09344225286992658 0.30201750539510924 not prognostic FLCN 0.2542774072615654 -0.02756385210254414 0.536118666625675 0.07701392894460013 0.26997091066601603 not prognostic CASC3 -0.13473788214365792 -0.6013397639558145 0.33186399966849855 0.5714160257358949 0.7808131377309931 not prognostic RPUSD3 -0.25878186844117174 -0.5898858813386789 0.0723221444563355 0.12555836607932952 0.3559607509525767 not prognostic DENR -0.26136877724194174 -0.7151506701125646 0.19241311562868113 0.25894094009412627 0.5290502593935903 not prognostic BUD13 0.04564310796929963 -0.41064327546210244 0.5019294914007018 0.8445643370919421 0.9297165264950397 not prognostic NEO1 -0.022887013732889972 -0.3898036104157496 0.34402958294996966 0.9026963482655344 0.9571104223142265 not prognostic MTA2 0.3312844858107304 -0.16226370921594296 0.8248326808374038 0.18831265051300156 0.4453151505660071 not prognostic RBCK1 0.16246438790598924 -0.18882972656571081 0.5137585023776893 0.364707057556686 0.6282898376573042 not prognostic DDHD2 0.1548318525298981 -0.18908415507969664 0.4987478601394928 0.37757095794118356 0.639015649611988 not prognostic UPRT 0.11643730690407837 -0.273243728593849 0.5061183424020057 0.558117244238514 0.7713528384790702 not prognostic ANP32A 0.05058672811021873 -0.40854757666245084 0.5097210328828883 0.8290299273466265 0.9222545899023791 not prognostic DAG1 -0.941846603250789 -1.345073909493311 -0.5386192970082669 4.693825299944231e-06 0.00840476358208014 favorable CHMP3 0.35110398933238 -0.008705801644898314 0.7109137803096583 0.055806769053265606 0.2279370453165543 not prognostic TXNDC9 0.014778531278642044 -0.421850730297402 0.4514077928546861 0.947108224970923 0.9798312847428557 not prognostic SNX30 0.14420026186826457 -0.13783164969612344 0.4262321734326526 0.3162899191658137 0.5883531365658695 not prognostic BTN2A1 0.07910906208482399 -0.2119510365167625 0.3701691606864105 0.5942336590943217 0.7961948443387402 not prognostic TMEM39B 0.32658486910130385 -0.27402954693230247 0.9271992851349102 0.2865443722487102 0.559039390878776 not prognostic AHCYL2 0.0009225450314398423 -0.35125143756552957 0.35309652762840926 0.9959034661291092 0.9982449319585663 not prognostic MED13 0.06227087395761237 -0.5605042323490664 0.6850459802642911 0.8446293330200909 0.9296737667234908 not prognostic TSR2 -0.0071987499608963295 -0.3076536075950365 0.2932561076732439 0.9625452919585851 0.9875851477085963 not prognostic NCKIPSD -0.12202241546278146 -0.426572129678549 0.18252729875298607 0.43228414551534655 0.6807809946875809 not prognostic SFSWAP 0.4216772147709913 -0.03623554827873782 0.8795899778207203 0.07109531940354175 0.259273480496908 not prognostic C21orf59 0.22929578891539348 -0.1690514902185391 0.6276430680493261 0.25923961074254337 0.5294188492194322 not prognostic CCM2 -0.6610052404479697 -1.0961273003986398 -0.22588318049729966 0.0029067385600813076 0.04731641877892354 favorable PI4KB 0.6605156870362848 0.1927795753410977 1.128251798731472 0.005644090928398928 0.0650341648416417 not prognostic WDR18 0.27098459969820793 -0.11778040776835463 0.6597496071647705 0.1718848319701593 0.42358516394958334 not prognostic TMPPE -0.010812338842155019 -0.3912477272054581 0.369623049521148 0.95557756716714 0.9838185325261505 not prognostic ULK3 -0.09229441868196393 -0.4758579126839599 0.29126907532003204 0.6372026615441457 0.821672969725585 not prognostic RGP1 0.09217565222909282 -0.37847085275171966 0.5628221572099052 0.7010844333705747 0.8593659545409029 not prognostic WDTC1 -0.14632738446501742 -0.49909464999463143 0.2064398810645966 0.4162235570641679 0.6680619409099131 not prognostic ARHGEF11 0.2807048325793226 -0.07740472977012014 0.6388143949287654 0.12445958855690822 0.3539665490311306 not prognostic SMC6 -0.14909030867745776 -0.46843278073987243 0.1702521633849569 0.36016980986524305 0.6240759256287055 not prognostic RP2 0.28586163573062406 -0.152106277314268 0.7238295487755162 0.20080255698332475 0.46085242057721265 not prognostic AP1S2 0.4092664714353009 0.05466498681803067 0.7638679560525712 0.02369061145132956 0.1411191246332359 not prognostic TNK2 0.08659115769166664 -0.3697321515895581 0.5429144669728914 0.7099527641261362 0.8634977716643523 not prognostic UBAP1 0.21853731244140265 -0.11796298031492966 0.5550376051977349 0.20305981621023358 0.46330135946233975 not prognostic EYA3 0.2433059650934126 -0.10637325918903953 0.5929851893758648 0.172649965141114 0.42488596424089986 not prognostic PPIL3 -0.1753638104636189 -0.47572365994790544 0.12499603902066767 0.2524923739055465 0.5215884226064508 not prognostic HSP90B1 -0.06188178519802126 -0.3760984785122633 0.25233490811622084 0.69950037712822 0.8585997911199553 not prognostic CTPS2 0.3260232122336128 0.02879501812820412 0.6232514063390215 0.03156768840813417 0.16365113741634352 not prognostic ACTL6A 0.6074139703149131 0.1380087241569815 1.0768192164728445 0.011206004057286913 0.09429262624519712 not prognostic GTF2F1 -0.05569131411755801 -0.4508613954918602 0.3394787672567442 0.7823808653138623 0.8982631299249819 not prognostic GPAA1 0.37418049363458306 0.006284549582011634 0.7420764376871545 0.04621275204426684 0.20543335106867977 not prognostic MYO5B -0.4145869279531347 -0.6952958122676767 -0.13387804363859268 0.003794890140111674 0.053758942127246544 not prognostic YEATS4 0.6590056271103241 0.268327424444124 1.049683829776524 0.0009459905575492685 0.02614028846215618 unfavorable NR3C1 -0.2969124713551927 -0.6255275957669478 0.03170265305656239 0.07658076063346943 0.2697197285410904 not prognostic HPS1 -0.1129426200405149 -0.6046531452565201 0.37876790517549036 0.6525729971320597 0.8301344193411951 not prognostic MAPKAPK3 -0.18109143784407838 -0.5294768444542356 0.16729396876607883 0.3083011371748361 0.5822020841861016 not prognostic ARPC3 0.07115979865718901 -0.31638049122721196 0.45870008854159 0.7189317737567761 0.8681678136558425 not prognostic KIAA1217 -0.32241255152358705 -0.6579477080351623 0.013122604987988173 0.059658258596608366 0.23665059336084834 not prognostic CEP57 -0.03954924404213742 -0.4742336848081875 0.3951351967239126 0.8584677624941651 0.936386680995402 not prognostic RPL19 -0.23192699288178173 -0.7828592873017881 0.3190053015382246 0.40932067560798635 0.6638855088257793 not prognostic ARHGEF1 0.18729838456108172 -0.14868954415641183 0.5232863132785752 0.27457249946901574 0.5474938948209572 not prognostic ADCY9 -0.5036302364609065 -0.8917312399795911 -0.11552923294222195 0.010977863934478166 0.09324935085899717 not prognostic U2SURP 0.6184823496008931 0.12656881510248147 1.1103958840993047 0.013729625608897705 0.10434748563366822 not prognostic C9orf72 -0.0702023339043947 -0.453421515083579 0.3130168472747896 0.7195592485680622 0.8686912017839619 not prognostic GMEB2 0.396667990729586 -0.05402638792778425 0.8473623693869562 0.08452460456513669 0.28427828124405286 not prognostic NSMCE2 0.18895237502196183 -0.21301828771610354 0.5909230377600272 0.3568882659558056 0.622122399747338 not prognostic BTBD2 -0.46446931476266906 -0.8776284500358741 -0.051310179489464036 0.027568564117844706 0.1514241438939041 not prognostic GPN2 0.31228476992218623 -0.05724859696659862 0.681818136810971 0.0976562678831069 0.3102613791190405 not prognostic FBXO3 -0.18830052006512382 -0.5715546203230859 0.19495358019283832 0.33556253063616426 0.6049720774840069 not prognostic CDAN1 -0.24078790896074143 -0.6324458975927423 0.15087007967125943 0.22821537340551956 0.49317215498421835 not prognostic ARL14EP 0.3400191341049645 -0.06527010553286122 0.7453083737427901 0.10011009253042195 0.3139354320227208 not prognostic ABHD16A -0.37032621885587996 -0.715972472829937 -0.024679964881822836 0.03573675222500946 0.1746458202349944 not prognostic TMEM209 0.39181695616703416 -0.11013965695761718 0.8937735692916855 0.12603965846251478 0.35676037376379854 not prognostic CLTB -0.3046560702659286 -0.6515734980632715 0.0422613575314143 0.08521419865909216 0.2857388466647386 not prognostic TNPO2 0.43936078222333896 0.05632633462358255 0.8223952298230954 0.024564560532868714 0.14336799899007407 not prognostic PIGO -0.08345081425653465 -0.4102540632502623 0.24335243473719298 0.6167326109466439 0.8089081549670822 not prognostic MYL12A;MYL12B -0.07100055308125867 -0.4235251490917278 0.2815240429292104 0.6930285654109065 0.8553466702679688 not prognostic VTI1A -0.03277572234699168 -0.3812169431041905 0.3156654984102072 0.8537296697093262 0.9344060798175547 not prognostic PRKAB1 -0.195447251386269 -0.5053241306177088 0.1144296278451708 0.21638449995490694 0.4794086681752739 not prognostic RAB9A 0.28609872727068086 -0.08105194319048614 0.6532493977318479 0.12669050321452546 0.35792365897117273 not prognostic RHOT1 -0.3263273069414065 -0.6850781021573 0.0324234882744871 0.07461484825960284 0.2664645937248601 not prognostic ANKS1A 0.3586032178096724 -0.053466845557532006 0.7706732811768768 0.08807232012209053 0.291393747987094 not prognostic SYNE2 -0.2156742229018489 -0.5215116213283626 0.0901631755246648 0.16692509767586364 0.4180364753823796 not prognostic TECPR1 -0.16820506285696674 -0.5456832460923329 0.20927312037839935 0.3824646934299878 0.6428020274598613 not prognostic AIMP2 0.20897215794639148 -0.22730785293613368 0.6452521688289167 0.3478355233235022 0.6153272950632909 not prognostic GORASP2 -0.10158535583532158 -0.48708103516849466 0.2839103234978515 0.6055140773822231 0.8039696774140654 not prognostic PLAA 0.011058872280090466 -0.2916180982652624 0.3137358428254433 0.9429115099011466 0.9774096038143991 not prognostic ZMPSTE24 -0.03879569431682141 -0.3432904168746816 0.2656990282410388 0.8028045469258057 0.9109643990654929 not prognostic LSM2 -0.05099175889625105 -0.44862226294095214 0.34663874514845 0.8015482188701366 0.9102309999422036 not prognostic C9orf64 -0.06120253641693395 -0.3376949723076682 0.21528989947380028 0.6644012475202421 0.8372110301264922 not prognostic DHX30 -0.08206366208937632 -0.5079211833932081 0.3437938592144555 0.7056614296228818 0.8614380664594574 not prognostic RBBP6 0.29716402884345844 -0.1302186429818693 0.7245467006687862 0.17295020639534972 0.42515738546336246 not prognostic AKT1S1 -0.4085113648599955 -0.7788405140482737 -0.03818221567171737 0.03061485822852539 0.16123225042352227 not prognostic TNRC18 0.04381102987318574 -0.2643381513653768 0.3519602111117483 0.780507780196771 0.8970328826831439 not prognostic CAMK1 0.12858672279444133 -0.23390087949852406 0.4910743250874067 0.486888547914751 0.7219465335344097 not prognostic HAUS5 0.7622188219727568 0.3169622869970558 1.2074753569484578 0.0007930974084293417 0.02415170441383638 unfavorable NEDD4L -0.26004652736526385 -0.5724782056515445 0.052385150921016754 0.10281891220853129 0.3194093410836158 not prognostic SACM1L -0.07410621507892144 -0.4615663033326741 0.3133538731748312 0.7077603199250699 0.8627063504818449 not prognostic PRKCSH 0.17900017071505714 -0.1189741636546679 0.4769745050847822 0.23903735387372896 0.5064130215881437 not prognostic SNF8 -0.35274010886230805 -0.6740864847004245 -0.03139373302419157 0.03144137336509607 0.16346957940633283 not prognostic RPIA -0.1257228517677959 -0.5031388988298814 0.2516931952942896 0.5138253196523059 0.7394756609624008 not prognostic SDCCAG3 -0.18081722464397706 -0.5832787973543996 0.22164434806644548 0.3785510581434083 0.6399485694029332 not prognostic PLCB3 0.0997625525871957 -0.29715474468912345 0.4966798498635148 0.6222782451308242 0.812136607675841 not prognostic ARL6IP6 0.04369795482461099 -0.31950397750094045 0.4068998871501624 0.8135805995108374 0.9146141521120702 not prognostic SNIP1 -0.12744632564405284 -0.4973162828787043 0.2424236315905986 0.4994559441691957 0.7288718937484612 not prognostic CAPN7 -0.16161931604933835 -0.4792000553670892 0.15596142326841253 0.31855051620484043 0.5910845122449608 not prognostic ADPRHL2 -0.261510644461543 -0.581463092034814 0.058441803111728086 0.10916416352964976 0.33029630148055233 not prognostic NFKBIB -0.05782569875281793 -0.4162456716862287 0.3005942741805929 0.751842467264592 0.8840616770974379 not prognostic ITFG1 0.16134368762839443 -0.17213114591378634 0.49481852117057523 0.3429864692526779 0.6112177267554191 not prognostic USP20 -0.6722861435445339 -1.2053588046910475 -0.13921348239802023 0.013442932404727333 0.10357536473280878 not prognostic CEP120 -0.4125786615534733 -1.1367447652779705 0.311587442171024 0.264144454408523 0.5361335978960569 not prognostic PSMG3 0.04121801186974863 -0.31827405525915997 0.4007100789986572 0.8221954568715361 0.9179593372454 not prognostic MSH3 -0.023178349686032346 -0.34228027688018364 0.295923577508119 0.8867922395161444 0.94992234031922 not prognostic UTRN -0.024509343850456604 -0.313249007833198 0.26423032013228476 0.8678662901733813 0.9412485640123904 not prognostic GSPT1 0.24968222199980256 -0.19813066839872118 0.6974951123983263 0.27448335147825825 0.5475600369395824 not prognostic NAA38 -0.29343884113375146 -0.7954478230079172 0.2085701407404142 0.25193755088741476 0.5209230699988509 not prognostic POP4 -0.22645546819449772 -0.6793848074886024 0.22647387109960695 0.327114663097043 0.5986626285175441 not prognostic TMEM43 0.3946333523072521 0.030515739378481843 0.7587509652360224 0.03365146653208049 0.1690693489684156 not prognostic MTMR12 0.000910013331993009 -0.33490092235841795 0.336720949022404 0.9957622139142127 0.9982151048229702 not prognostic ZDHHC17 0.3536412569765612 -0.014343083882457086 0.7216255978355794 0.05962321368051252 0.2366164149297999 not prognostic SMARCA2 -0.11229519120475279 -0.4516134171138525 0.22702303470434693 0.516572702012319 0.7408097711222636 not prognostic TBC1D2B -0.1125474660827394 -0.46182630324459406 0.23673137107911524 0.527677354800225 0.7484625091138174 not prognostic DMXL2 0.3826996678505749 0.08290499644787369 0.6824943392532761 0.012350405014712188 0.0984623117513074 not prognostic PLEKHM2 -0.09264241862304488 -0.5619763871561932 0.37669154991010345 0.6988452402804679 0.8581485991264614 not prognostic SRSF11 0.3900423081821957 -0.06443287102406225 0.8445174873884537 0.0925510810644769 0.3004386616280862 not prognostic MOSPD2 0.5822202426157626 0.2967510458954612 0.8676894393360639 6.404568886997654e-05 0.0102393045080875 unfavorable UBFD1 0.006102466601509629 -0.2974177957552835 0.3096227289583028 0.9685664459981214 0.9894540610476016 not prognostic C2CD2L -0.21813769074138462 -0.5947732760479908 0.15849789456522156 0.25630787812110867 0.5255896547911786 not prognostic SLC12A4 0.13006052127829942 -0.2057430303394865 0.46586407289608533 0.4477830108975931 0.693358923653779 not prognostic WTAP 0.12087105907737136 -0.3272593840727892 0.5690015022275319 0.5970501822820242 0.7982960397208726 not prognostic PRMT9 0.1394921287751141 -0.28705071958423756 0.5660349771344657 0.5215446435272136 0.7444816953920829 not prognostic ESAM -0.1726404191058335 -0.551851661911887 0.20657082370021995 0.3722338333381777 0.634299487985669 not prognostic LARP1 0.15280966405199836 -0.2601961522998512 0.565815480403848 0.4683447592838176 0.7074558174233202 not prognostic DPY19L4 -0.11507837565107312 -0.4278001983220675 0.1976434470199213 0.4707579620637029 0.7096642590261546 not prognostic RC3H1 0.12404446924324418 -0.3524220651637918 0.6005110036502802 0.6098680307633302 0.8050941432356377 not prognostic UBR3 -0.4557275028503826 -0.8706037535183331 -0.04085125218243213 0.03132229221107825 0.16294507970121064 not prognostic WIZ 0.34557130122792606 -0.03620093196891133 0.7273435344247634 0.07604436447687833 0.2689945456979422 not prognostic CCDC43 0.15260175541222368 -0.15420647968148712 0.45940999050593445 0.3296315395323396 0.6005680043616272 not prognostic PSMB1 -0.6307995302483096 -1.0540398353458857 -0.2075592251507335 0.0034875260525888525 0.051695067464947016 not prognostic ODR4 -0.14614900604062558 -0.5382660350044124 0.24596802292316117 0.4650763563306448 0.7048973452223232 not prognostic UBTD1 -0.1881014983703048 -0.556651972901923 0.18044897616131342 0.31715074682674876 0.5890976423941663 not prognostic KANK1 -0.1958744905366712 -0.5487077161042868 0.1569587350309444 0.2765645827030594 0.5493860015399358 not prognostic SEC24A -0.38803982507502227 -0.7219325296091015 -0.05414712054094312 0.02273791091078405 0.13820265878088905 not prognostic HYPK -0.05364920481978471 -0.4677331529977434 0.360434743358174 0.7995455846720942 0.9088790781576003 not prognostic RPS17 -0.03281543797426119 -0.5279371842142506 0.46230630826572827 0.896644327080984 0.9547641127921086 not prognostic TUBGCP6 -0.035111382716756394 -0.40650869619686353 0.3362859307633507 0.8529998127661864 0.9340640073013291 not prognostic ATP6V1E1 0.24153155372854618 -0.02792259519136131 0.5109857026484537 0.07894171913373874 0.2726717636590906 not prognostic PTPRJ 0.2714293889665703 -0.04568231431407377 0.5885410922472144 0.09342198899968471 0.30227938833183127 not prognostic PIK3C2B 0.09647709742605387 -0.27058847933463986 0.4635426741867476 0.6064523848896661 0.8036661044874454 not prognostic CGGBP1 0.23023280151003372 -0.13658303529561505 0.5970486383156826 0.2186312457791557 0.48211959198541404 not prognostic ELP2 0.09669939771825543 -0.28335534991103145 0.4767541453475423 0.618001804690357 0.8092687081165374 not prognostic BRMS1L 0.3748147594032068 -0.044685895212567994 0.7943154140189816 0.07991397638137994 0.2744418222257364 not prognostic PTPRK 0.12926557665104932 -0.2126312321957335 0.4711623854978321 0.4586751044780084 0.7014892740675793 not prognostic PIK3C3 0.21995431915560373 -0.1902984584604228 0.6302070967716302 0.2933404621238207 0.5674756174145563 not prognostic CCNT1 0.23121602991246049 -0.13555280610691733 0.5979848659318383 0.21661182989972655 0.47979359552010187 not prognostic PARP10 -0.16952546688717193 -0.4709933957532698 0.13194246197892598 0.2703951216371232 0.5436441778614786 not prognostic TSC22D2 0.2999350381265208 -0.11454239676157346 0.7144124730146151 0.1560971933057865 0.4029810183583352 not prognostic IKBKB 0.1127611492091748 -0.18820343602031753 0.4137257344386671 0.46274669176186445 0.7037491305153682 not prognostic NUPL2 0.2568527200982132 -0.20282614007907268 0.716531580275499 0.2734463746028124 0.546831671167965 not prognostic GART 0.31239551024195034 -0.08632518815597767 0.7111162086398783 0.12463131671935944 0.35411747971705015 not prognostic GNG10 -0.2515269826411001 -0.6293122472215795 0.12625828193937932 0.19191623240256966 0.44956201692836373 not prognostic WDR83 0.015539256818129616 -0.43544015890178855 0.4665186725380478 0.9461567018924983 0.9790731567318004 not prognostic CALR 0.007680619265841648 -0.29798804007396623 0.3133492786056495 0.960721223776652 0.9863918711550879 not prognostic GDE1 -0.22572396518705096 -0.590044224252391 0.1385962938782891 0.22461563421394712 0.4889335699288764 not prognostic DNAJA1 -0.13479494845572995 -0.4690256895310362 0.19943579261957625 0.42926404224661985 0.677574219011634 not prognostic LIMD1 -0.41196008888948366 -0.7367574582779466 -0.08716271950102067 0.012920956401775098 0.10103172285160913 not prognostic RBM47 -0.13036636489928774 -0.411884698422495 0.15115196862391947 0.3640758133126647 0.6275646431629355 not prognostic MCL1 -0.3274839005520322 -0.7432281758405769 0.08826037473651249 0.12261893369865101 0.35084925324513344 not prognostic TTLL12 0.18025929492940476 -0.12132585919614539 0.48184444905495494 0.2414048938455701 0.5088999327994794 not prognostic SCAMP4 0.27137279073498144 -0.03245713305094794 0.5752027145209109 0.08001697323191463 0.27458488361262234 not prognostic PCGF5 -0.1670968314734837 -0.7172482300036005 0.38305456705663304 0.5516446031044135 0.7665488330892154 not prognostic PHAX -0.21828469975115475 -0.6341451539646301 0.19757575446232065 0.30358167478092984 0.5775534922043486 not prognostic ZDBF2 -0.40127169748918634 -0.9887826105667564 0.18623921558838374 0.180680986674247 0.43566842814288537 not prognostic ATXN1L -0.06798056489790656 -0.4854762290201226 0.3495150992243095 0.7496205477544159 0.8828404056886721 not prognostic TGFBR1 0.21836081383364325 -0.18717336231431364 0.6238949899816002 0.2912665914514767 0.5656637295585838 not prognostic STAU1 -0.14614448627971535 -0.5063966864469993 0.21410771388756858 0.4265530657229909 0.6756775650067123 not prognostic ELAC2 -0.09429581489671467 -0.39779839336590617 0.2092067635724768 0.5425608441331686 0.7591103668579869 not prognostic MTMR9 0.17197225381911646 -0.23732388735656007 0.581268394994793 0.41021809033675893 0.6646186324258058 not prognostic SMARCD1 0.48135918486621493 0.11424978904654998 0.8484685806858798 0.010171809351904072 0.09016654369069026 not prognostic NAA50 0.33523261981904806 -0.13589087160461133 0.8063561112427075 0.1631268631075224 0.41268008064471545 not prognostic RNF41 0.30449008123158805 -0.17556371896700768 0.7845438814301837 0.2138043432328408 0.4760483175736443 not prognostic HNRNPL 0.45415440500015536 -0.07641583616968828 0.984724646169999 0.09340988221052028 0.3024588337905201 not prognostic RAB43 -0.024863713589998927 -0.37231802026204797 0.32259059308205007 0.8884590192750289 0.9505704588395476 not prognostic ATP13A1 0.28530130917378566 -0.04190660654792555 0.6125092248954969 0.08746116096927303 0.2905527918953252 not prognostic MARS 0.4704761561884118 0.1420247286444149 0.7989275837324088 0.004993290046713929 0.06107230298938498 not prognostic RPS27A -0.33701741454459044 -0.7020054825405713 0.027970653451390326 0.07033250815480344 0.2577515126933914 not prognostic UBE4A -0.07917638130781324 -0.377472517654271 0.2191197550386445 0.6029026782216553 0.802764378066401 not prognostic PTPN9 0.2667955579061738 -0.1853962134928288 0.7189873293051765 0.2475219935622364 0.5160839330141366 not prognostic NEK9 -0.046514886039226724 -0.35757274593406935 0.2645429738556159 0.7694544579897162 0.8921167783452382 not prognostic ZFC3H1 -0.07247348069585878 -0.4555483440936874 0.3106013827019698 0.7107840656284885 0.8640393400640676 not prognostic FBXO4 0.008779327819459228 -0.32483067529422277 0.3423893309331412 0.9588644010759901 0.9856157270761584 not prognostic OSBPL11 -0.18970296451914198 -0.606129539230937 0.22672361019265308 0.3719317043067002 0.634146743221841 not prognostic LRRC20 -0.10067106442166862 -0.43107070922703217 0.22972858038369492 0.5503799354719053 0.7656233005407036 not prognostic MED16 -0.11787378662863106 -0.5890177766305568 0.3532702033732946 0.6238818650179448 0.8133994957777283 not prognostic ATL2 0.020417333165915926 -0.3064706175439835 0.3473052838758154 0.9025673332728636 0.957200347641785 not prognostic CC2D1A -0.12343429351921553 -0.4228722029332998 0.17600361589486874 0.41912722789873647 0.6705586260502837 not prognostic TSR1 0.17768109222262432 -0.12027260611279181 0.4756347905580405 0.24248387025419094 0.5096145752079275 not prognostic C4orf27 -0.07941030211159446 -0.4226428232458404 0.2638222190226515 0.6502194004518135 0.8298523581247449 not prognostic CARS 0.047751916073074205 -0.22299338148910586 0.3184972136352543 0.7295809921096879 0.873370587292156 not prognostic NUP37 0.47447318848972053 -0.006218413720231797 0.9551647906996729 0.0530382791325171 0.22241298036226026 not prognostic RPP14 0.43024125750518327 -0.11569861166468642 0.976181126675053 0.12244364583128943 0.3504597062428179 not prognostic WIPF2 0.11656919439352914 -0.33483952730241306 0.5679779160894713 0.6127655059667965 0.8058298435547486 not prognostic NUBP2 -0.011976792767205771 -0.332552161720093 0.3085985761856815 0.9416271940885966 0.9766436826546809 not prognostic GTF2B 0.05627602347727492 -0.38750747978194944 0.5000595267364993 0.8037148343776012 0.9108429002762866 not prognostic NUP88 0.526167457157074 0.015566801012189768 1.0367681133019584 0.04341266118651976 0.19729622111822914 not prognostic KIAA1671 -0.32093535714593024 -0.6568405138651763 0.014969799573315734 0.061121277908925534 0.2393783032014918 not prognostic VIPAS39 -0.340972084942191 -0.7023692331619981 0.020425063277616062 0.06442997730694212 0.24651349864489439 not prognostic FAM207A -0.055020129721440166 -0.43657442680361647 0.32653416736073615 0.7774629287813406 0.8961794259533079 not prognostic DIDO1 0.25670651457865135 -0.1576793133771896 0.6710923425344923 0.22468218513040009 0.48895955359078075 not prognostic OBFC1 -0.3708999309364454 -0.7975577545769963 0.05575789270410547 0.08841368077167791 0.292091396291082 not prognostic CCAR1 0.46636998590200257 0.006863513978933422 0.9258764578250718 0.046674785599728034 0.20666634791017066 not prognostic USP7 -0.04587261689479697 -0.4143926963166195 0.32264746252702553 0.807252303400582 0.9119659144915344 not prognostic CENPC -0.4850016984244452 -0.9302849475141637 -0.039718449334726624 0.0327782346567505 0.16683543768157316 not prognostic PPP1R12C -0.5599779836065251 -0.9771813006897625 -0.14277466652328763 0.00852092682064958 0.0808991069196985 not prognostic STT3B 0.23748244211958425 -0.10707203549881855 0.5820369197379871 0.17672896554209844 0.4300773113613502 not prognostic WIPI2 0.216104270826444 -0.1008403503151476 0.5330488919680356 0.18142702244386683 0.437114136689973 not prognostic ANKRD13A 0.10088779417691256 -0.2775320508669319 0.47930763922075703 0.6013000372863766 0.8014648256401563 not prognostic CUL7 0.22946950345469283 -0.10214090781719251 0.5610799147265781 0.1750145144541552 0.42799916632287666 not prognostic RBM39 0.6915910730911233 0.1797587601713393 1.2034233860109074 0.008089392222245048 0.07838130797160164 not prognostic ZMIZ1 0.015619897836985147 -0.4174173584566972 0.4486571541306675 0.9436389043010005 0.9778239710887566 not prognostic ATXN2 -0.3193774251996722 -0.7244489945053125 0.08569414410596804 0.12226705777711656 0.35029022984912783 not prognostic DHX35 0.2187679496954814 -0.24011048322261402 0.6776463826135768 0.35009614294544555 0.6174962111486553 not prognostic RABL3 -0.11410108164182341 -0.4537342933056745 0.22553213002202765 0.5102442448303917 0.7372848166504998 not prognostic CCNK 0.2755399275709263 -0.22501031246633313 0.7760901676081857 0.28062814011186077 0.552797302182946 not prognostic NAPA -0.1431220729583941 -0.45508949208204197 0.1688453461652538 0.36855808130462686 0.6317634504921165 not prognostic RALA -0.028473604257559765 -0.3977418468401538 0.3407946383250342 0.8798737458644175 0.9469298769953275 not prognostic RRP36 0.20404076600757243 -0.22640336417599427 0.6344848961911391 0.35285302154508813 0.6195515006654587 not prognostic CHMP2A -0.24689715090145128 -0.5973798663712954 0.10358556456839282 0.167372942903698 0.418455726840773 not prognostic DIS3L2 0.02488889464464524 -0.4016432147010764 0.45142100399036683 0.9089466134937589 0.9610060262883353 not prognostic YTHDF1 0.25651361034530074 -0.19426988028020997 0.7072971009708114 0.26472320566371954 0.5368214859133139 not prognostic VAMP3 0.27052262412062233 -0.16696324040206834 0.708008488643313 0.22552836478347893 0.4898484837230681 not prognostic EXD2 0.10441967835371546 -0.3086988981652004 0.5175382548726313 0.6203180235673744 0.8109969721084556 not prognostic RAB10 0.7552555056226387 0.37477823755926004 1.1357327736860172 0.00010000886323671907 0.011192241906979324 unfavorable ARHGAP21 -0.2485880351347995 -0.6905824638653337 0.1934063935957348 0.27031835223477696 0.5436119064595594 not prognostic TSPAN14 0.20568004860984507 -0.12616201219629697 0.5375221094159871 0.22443806732920116 0.48866586011632734 not prognostic RNF130 0.024279153657846254 -0.4393065133573411 0.48786482067303366 0.9182421311797591 0.966156046592124 not prognostic ZNF598 -0.1573972608977508 -0.5240270460609961 0.2092325242654946 0.40010760038038584 0.6564345512562937 not prognostic CNOT6L -0.5317943757550391 -0.98396393405893 -0.07962481745114813 0.021160753725461535 0.13266962752384953 not prognostic DOPEY1 -0.202715126942236 -0.6115733679316715 0.2061431140471995 0.33116720466005684 0.6011638246799451 not prognostic HAX1 -0.34504231434417226 -0.6952950449546724 0.005210416266327844 0.05350689427770371 0.22250219436520263 not prognostic C1orf43 0.04941864255573878 -0.2881575800969655 0.3869948652084431 0.7741704239089815 0.8949190194005308 not prognostic EEF1E1 0.4954464781945395 0.14920529615597788 0.8416876602331012 0.00503839167264888 0.061372409041123024 not prognostic ECD 0.29494052857219843 -0.07786779546293737 0.6677488526073343 0.12099999944317738 0.348444192671202 not prognostic YTHDF2 0.7492285779837684 0.26843041453483657 1.2300267414327002 0.002256501982845198 0.04089567257573494 unfavorable TRAF6 -0.06226259357734028 -0.5510427802644637 0.4265175931097832 0.8028446301107957 0.9108944333268222 not prognostic MFAP1 0.2539676411730026 -0.28182138565164744 0.7897566679976527 0.3528702987433653 0.619460349931245 not prognostic FBXL12 0.22212717116759925 -0.10241614127022272 0.5466704836054213 0.1797717646429023 0.4344120401748729 not prognostic MESDC2 0.1310559421893835 -0.18343748960599088 0.44554937398475786 0.4140669197174982 0.6667520021997773 not prognostic GPKOW 0.379715596981911 -0.056821449076475405 0.8162526430402974 0.0882229542067777 0.2915688848332524 not prognostic ATG13 0.10746759485451596 -0.21392529547808387 0.4288604851871158 0.5122268442912686 0.7384809882350608 not prognostic TNKS1BP1 -0.4918339928955617 -0.8436204923786386 -0.14004749341248474 0.006139567607077471 0.06802914453733243 not prognostic USP13 -0.0004333345331375039 -0.32129867123576844 0.32043200216949347 0.9978880280643073 0.9985572275913427 not prognostic ING4 0.13344428802214245 -0.27778889826507847 0.5446774743093633 0.5247737403113724 0.7464727195754237 not prognostic DCUN1D1 -0.0628774691274837 -0.4033888842688341 0.2776339460138667 0.7174125082979035 0.8671519085717739 not prognostic PGGT1B -0.09325746243438081 -0.47394189370573475 0.2874269688369731 0.6311288841791656 0.8177274819183893 not prognostic RCCD1 -0.31874831387123637 -0.682450743705943 0.044954115963470376 0.08584956731184044 0.28722390737776815 not prognostic COMMD8 0.24016845185973432 -0.17201572877782426 0.6523526324972929 0.2534467775106662 0.5227157334837582 not prognostic ADRM1 0.16284245326667401 -0.39030191234551503 0.7159868188788631 0.5639381797997574 0.7761627246344701 not prognostic PRUNE 0.1413785067737374 -0.1594091396116852 0.44216615315915997 0.3569265790072048 0.6220680673255801 not prognostic IWS1 0.1386661968077081 -0.34190861062368727 0.6192410042391034 0.5717115127668818 0.7807402644603253 not prognostic HERC1 -0.15248415251688185 -0.48621410004640164 0.18124579501263793 0.3705066104740137 0.6334057062390385 not prognostic PICALM -0.21029404036689184 -0.7476494319208284 0.3270613511870448 0.4430625290626732 0.6887895160093963 not prognostic TLK2 0.06226335294198351 -0.38714114767646235 0.5116678535604294 0.7859712369001626 0.9006528201673052 not prognostic REPS1 -0.23675597730597736 -0.6064948396193607 0.13298288500740596 0.20946804216571815 0.4704885553210423 not prognostic IER3IP1 -0.23267144475141208 -0.5569808843970601 0.09163799489423588 0.1596796487437302 0.40787785883098904 not prognostic STAG2 0.3973992068778217 0.018836748336221787 0.7759616654194217 0.03963920212516356 0.1867840929613628 not prognostic RASAL2 -0.1143494330578175 -0.5011170326996298 0.27241816658399487 0.5622711251021197 0.7750597972346849 not prognostic ZNF800 -0.18558741624739564 -0.561329120301805 0.19015428780701374 0.3330089057682501 0.6030397923428688 not prognostic PREB 0.088564969050795 -0.21894235626864986 0.39607229437023983 0.5724221650973875 0.7812340920909925 not prognostic LSM12 0.31495514615305964 -0.0942489067387916 0.7241591990449109 0.13141633893467375 0.36687573510512445 not prognostic EMC4 0.25181175613081214 -0.07846281553388634 0.5820863277955106 0.13508719488468274 0.3714482972366599 not prognostic NEK7 0.07724689898877124 -0.2573890013063448 0.41188279928388727 0.6509553225152254 0.8300816126589963 not prognostic MTHFSD 0.03620437180544358 -0.32952763492091663 0.40193637853180375 0.8461603483057067 0.9302153239662319 not prognostic DIAPH2 0.0138280631918279 -0.2836754633888241 0.3113315897724799 0.9274133074220304 0.9716947151959553 not prognostic EWSR1 0.16412569164578752 -0.27423048909602954 0.6024818723876046 0.4630502287140773 0.703852070912926 not prognostic SEMA4C 0.38348320814900383 0.04106827363644866 0.7258981426615589 0.02816098016698574 0.15336086097020882 not prognostic CAAP1 0.12117395005513076 -0.242002389405443 0.4843502895157045 0.5131486125993762 0.7387392713623114 not prognostic RBM33 0.237821932835528 -0.3596455404452288 0.8352894061162848 0.43529453717770294 0.6831186663193645 not prognostic TRAFD1 -0.04710447046805716 -0.4344847161719046 0.3402757752357903 0.8116276942009186 0.9140255026642546 not prognostic OPA1 -0.5451827414589612 -0.8569127351288486 -0.23345274778907382 0.0006085621191635495 0.021366496677926505 favorable UBE2A 0.4472876094361533 -0.04341838620777411 0.9379936050800808 0.07401130108729381 0.26547402990165925 not prognostic PPP6R1 0.17279668825787517 -0.19705762917840788 0.5426510056941583 0.35982470879899764 0.6242027936208924 not prognostic NUPL1 0.35843551352981506 -0.057469581310026774 0.7743406083696569 0.09119317266855245 0.2978666453489785 not prognostic NFATC3 -0.03399965820386482 -0.5195253668057326 0.4515260503980029 0.8908336755642944 0.9520871311122273 not prognostic TUBGCP4 0.13291176405455774 -0.26000452579716393 0.5258280539062794 0.5073325581749829 0.7353324256662817 not prognostic MAN1B1 0.07461434806909928 -0.26405885666585954 0.4132875528040581 0.6658817463783508 0.8382507417499121 not prognostic CHMP4B 0.7839744545967381 0.3486238132362101 1.2193250959572661 0.0004163760394594923 0.019517354352255677 unfavorable SCAF8 -0.03414343660940853 -0.505084946623759 0.436798073404942 0.8870024983352 0.949920259281704 not prognostic SLC4A1AP 0.46200138813059827 0.05163269691017297 0.8723700793510236 0.027344312706194106 0.1510262996042911 not prognostic STAT6 -0.11200973564381665 -0.4296414692464485 0.2056219979588152 0.48946361555161777 0.723129991754725 not prognostic ARL5A 0.15145522346081247 -0.268104457349741 0.5710149042713659 0.4792435099549337 0.7164246359369714 not prognostic RDH14 -0.322117490690239 -0.7003209643403518 0.05608598295987394 0.0950560432562457 0.30448542228020314 not prognostic GTF2H1 0.5672195963707369 0.11060425721724693 1.0238349355242269 0.014903363849162658 0.10892229921759451 not prognostic MIF4GD -0.3050603317303807 -0.7051861477848063 0.09506548432404477 0.1350977106883292 0.3713631574432335 not prognostic FAM45A 0.06743064114090733 -0.2862923224652273 0.421153604747042 0.7086793645246092 0.8627694248828972 not prognostic RAPGEF2 -0.18197545618909658 -0.6223212085688912 0.25837029619069807 0.4179593874885078 0.6697673878977287 not prognostic VTA1 0.16266797744019346 -0.1724868801357045 0.4978228350160914 0.34146639936259354 0.6099658167384876 not prognostic DNAJC8 0.5158027510987384 0.12306423877523165 0.9085412634222452 0.010049633149270145 0.08970524983590789 not prognostic TCEB1 0.006707916580373049 -0.3987265996600483 0.41214243282079444 0.9741310394787936 0.9899427010730579 not prognostic FAM8A1 -0.14959043188439652 -0.512879670171606 0.2136988064028129 0.41963882016938536 0.6706580430161563 not prognostic PRKRA 0.4580717681156066 0.1263277781739096 0.7898157580573036 0.006803421113014924 0.07107471321449546 not prognostic NUDCD3 -0.00671939331901255 -0.35383205432957715 0.34039326769155204 0.969734798103714 0.9898569886469675 not prognostic AP4B1 0.2040383004675606 -0.2137735375297108 0.6218501384648321 0.3384926131080085 0.6076848536506918 not prognostic CPSF2 0.3512227315073323 -0.16306309603040647 0.8655085590450711 0.1807256939890615 0.435658895606911 not prognostic SIDT2 -0.010510534028966513 -0.3661311715561328 0.34511010349819976 0.9538062578392913 0.9833518455130326 not prognostic ARPC5 0.13190368714122544 -0.224684832031368 0.48849220631381884 0.46845237481119284 0.7074990066944349 not prognostic ADRBK1 0.030264858140742194 -0.3459523319032892 0.4064820481847736 0.8747171186157234 0.9450153690076712 not prognostic TMCO4 -0.035667681031678194 -0.40637347878735675 0.3350381167240003 0.8504227051002666 0.932382375552619 not prognostic SARNP 0.2508389678559405 -0.1981051145691326 0.6997830502810136 0.2734760698781599 0.5467689266679692 not prognostic HMG20B 0.45425693745253165 -0.15801915798833427 1.0665330328933975 0.1459110831958071 0.38683503934026087 not prognostic NFKB1 0.1587382505397777 -0.16703136495215387 0.48450786603170926 0.33956020050859775 0.6082597989502753 not prognostic ASCC2 -0.038191555630509126 -0.39811303939239095 0.3217299281313727 0.8352497828668165 0.9244642484864146 not prognostic POLR1C 0.5169122985567997 0.07507361650726835 0.958750980606331 0.021848866207768564 0.1349054476952772 not prognostic AP2A2 0.031157151553606585 -0.44091402518361067 0.5032283282908239 0.8970731867801399 0.95499360775774 not prognostic PI4K2B -0.028007300654594783 -0.44818161508126864 0.3921670137720791 0.8960568446867443 0.9547062870975154 not prognostic DCAF10 0.21199352793855672 -0.18979820067936617 0.6137852565564796 0.3010814433766852 0.5746284720851551 not prognostic ARFIP1 -0.23698445283717884 -0.565036675847997 0.09106777017363932 0.15681206002539652 0.40424370095231066 not prognostic RAB13 0.17788682770111938 -0.1610793717313783 0.516853027133617 0.30367996186812307 0.5773724142292006 not prognostic L3MBTL2 0.4122220142862374 -0.07101007708944562 0.8954541056619204 0.09453401615017303 0.30357354612356496 not prognostic TARBP2 0.17075880738151475 -0.150184090493831 0.4917017052568605 0.29703824869152257 0.5706831417457514 not prognostic CCDC115 0.20183498133175604 -0.0719411801335329 0.475611142797045 0.1484755937859473 0.3903970605478961 not prognostic KTN1 -0.11140286738324699 -0.4386657918888676 0.2158600571223736 0.5046526176943813 0.7325153836280472 not prognostic NUP160 0.5016086234699058 -0.006622876085744855 1.0098401230255565 0.05306110838732594 0.22230046953286342 not prognostic HIP1R -0.11096757064352356 -0.4114933413310038 0.18955820004395665 0.46924596578186584 0.7081003087215649 not prognostic AASDHPPT -0.21548084986128663 -0.5972786759316872 0.1663169762091139 0.26865135396691175 0.5422081992934538 not prognostic CLPX -0.41591446267539117 -0.7845121636917711 -0.04731676165901122 0.026996812407613792 0.1501257524753828 not prognostic STARD3 0.07180577384194586 -0.24040472299645244 0.38401627068034416 0.652151619920306 0.8301881776121853 not prognostic POM121C 0.2127469580920258 -0.2657875271502672 0.6912814433343187 0.38355697278580614 0.6425871215103522 not prognostic CMTR1 -0.003134367811705504 -0.3589399067963334 0.3526711711729224 0.986224612341472 0.9955653347945878 not prognostic CARM1 0.22195889277833178 -0.10622602262754458 0.5501438081842082 0.18498281749180753 0.44211189669091105 not prognostic MAP4K3 0.5216679467933856 0.10352100795067032 0.9398148856361008 0.014477424223369532 0.10720957739605246 not prognostic GLTP 0.3102055020268224 -0.0433000913630715 0.6637110954167162 0.08545198769015372 0.28621460747846844 not prognostic RABGGTB -0.07780831063110441 -0.5051824561671585 0.34956583490494963 0.7212163253682253 0.8690511118467996 not prognostic CLPB -0.6938425356096487 -1.119574784566347 -0.2681102866529502 0.0014018193993755976 0.03243020434782875 favorable TBC1D7 0.2851027850283689 -0.20888256515104453 0.7790881352077823 0.2579752132165395 0.5281619217762813 not prognostic PBRM1 -0.006190564057239057 -0.33452299541539493 0.3221418673009168 0.9705214746767895 0.9895318030726906 not prognostic ATP13A3 -0.4373198587217232 -0.8014568365965278 -0.07318288084691865 0.018579098538610558 0.12239784342618125 not prognostic DHX29 -0.11591798023824995 -0.4961001976677918 0.2642642371912919 0.5501100710144282 0.7656047669504392 not prognostic STAT5B -0.11934597466004268 -0.4642908898847645 0.2255989405646792 0.4976960406190106 0.7276082056926848 not prognostic AARS 0.2149214387661913 -0.07644378787234846 0.5062866654047311 0.14825022077302433 0.3901482147504076 not prognostic ASH2L 0.29991916464738255 -0.10083393420983688 0.700672263504602 0.14242631727685273 0.38155081345890557 not prognostic NISCH -0.006867640313464973 -0.40752956109394395 0.393794280467014 0.9731999294302458 0.990007836403703 not prognostic XPO6 0.3187914184950061 -0.05381855786728895 0.6914013948573011 0.09356727171754765 0.30220338516854406 not prognostic YTHDC2 -0.1864638688178891 -0.4922126697658693 0.11928493213009109 0.2319686575164008 0.4975599881994098 not prognostic B3GALT6 0.2546291485490735 -0.12732125006020006 0.6365795471583471 0.1913418623104462 0.4488036922361605 not prognostic ARAP1 0.40439015118965604 0.05076570665490676 0.7580145957244053 0.025004513835083956 0.14470938097317818 not prognostic ZDHHC5 -0.1609254179271294 -0.5634322277430849 0.2415813918888261 0.4332694790251659 0.6811346173331536 not prognostic SF3B2 0.7157284724250168 0.1626763447031483 1.2687806001468853 0.01119752388233172 0.0943099071669952 not prognostic MLH1 0.09949834537669718 -0.33890038645925946 0.5378970772126538 0.6564421746988974 0.8323363248943816 not prognostic MIEF1 -0.007780711391418138 -0.34774220956959256 0.33218078678675633 0.9642206789857263 0.9881716734156601 not prognostic PTK2 -0.004561705818303901 -0.29694417860234973 0.28782076696574194 0.9756052476746748 0.9906537124227474 not prognostic HSPA6 -0.17005353966345005 -0.5472481409865232 0.2071410616596231 0.3768983445122057 0.6388434075005258 not prognostic AHCTF1 0.5537955717364903 0.10279130009507387 1.0047998433779068 0.016098619037346936 0.11375764502081066 not prognostic UBE2V2 -0.16384399794213905 -0.5802445358232944 0.2525565399390163 0.44058805229212983 0.6870901989499109 not prognostic FNBP4 0.10466149150045496 -0.2646336507637919 0.4739566337647018 0.578572518541703 0.7856756800400222 not prognostic TRAPPC5 -0.2942588580525848 -0.8893624814361124 0.30084476533094284 0.33247698692566896 0.6026860627547104 not prognostic TROVE2 0.15173875515247545 -0.29256082232478964 0.5960383326297405 0.503257062255771 0.73143838934674 not prognostic PITPNB -0.05588486286898221 -0.3724715133284618 0.2607017875904974 0.729358530634955 0.8732210383491245 not prognostic PHRF1 -0.09444860122943075 -0.4651787629499581 0.27628156049109664 0.6175485101571512 0.8095039255398206 not prognostic FBXO38 -0.3859431944094336 -0.7542812223195431 -0.017605166499324088 0.04001027065656197 0.18754552522942375 not prognostic ROCK2 0.20502723028772904 -0.10129920662413314 0.5113536671995912 0.18957994883928095 0.4466603373573901 not prognostic ETF1 0.08974940013551642 -0.360104195725089 0.5396029959961218 0.6957761449297579 0.8567299993888218 not prognostic IFRD2 -0.07942344464277629 -0.45857934167326075 0.2997324523877082 0.6813935629672592 0.8477649484777475 not prognostic DNMBP -0.032811767745533287 -0.41568160800700643 0.35005807251593984 0.8666084501341158 0.9404539944303927 not prognostic CNOT7 0.12818737720502965 -0.2578953567960358 0.5142701112060951 0.5152090460079788 0.7405147838994114 not prognostic RANBP2 0.5454146867758878 -0.027234486453346474 1.118063860005122 0.061936434956779494 0.2409895272351355 not prognostic GBF1 0.3516244688751021 -0.044198473561191 0.7474474113113952 0.08166429360910236 0.2786358310527033 not prognostic ARL6IP4 -0.14635146415963202 -0.5274507556800924 0.23474782736082833 0.4516457260214397 0.6957302451944166 not prognostic LRCH4 0.10991945351648331 -0.2691722669233457 0.48901117395631233 0.56983066051398 0.7797178516860251 not prognostic GNA12 -0.6194220522811622 -1.0733893331470987 -0.16545477141522563 0.007488532291184486 0.07507819664386864 not prognostic CLUH -0.36444867005236564 -0.6848240278994138 -0.04407331220531746 0.025774555407655445 0.14688707483433433 not prognostic TCERG1 0.5667265229054572 0.06520163688856562 1.068251408922349 0.02677567705926528 0.14945301540623568 not prognostic PLEKHF2 0.023966198300709545 -0.31020045276275215 0.3581328493641713 0.8882118259468196 0.9504195622925632 not prognostic RABGGTA -0.32351385272348276 -0.7427513685659077 0.09572366311894226 0.13041959369764985 0.36488956949220597 not prognostic OTULIN -0.023773332230935907 -0.34448238755675453 0.2969357230948827 0.8844842329129488 0.9485849709235301 not prognostic KIF21A 0.3350630156983351 -0.04972291264727402 0.7198489440439442 0.08787913240239117 0.2909696273663492 not prognostic PIGT 0.47805120389585426 0.14120998109382066 0.8148924266978879 0.005408889423306976 0.0638020909181388 not prognostic CBLB 0.07915570690130891 -0.38407697383769834 0.5423883876403162 0.737691223556144 0.8760511373521896 not prognostic NFS1 -0.20942780010307965 -0.5128247859695665 0.09396918576340713 0.17608214183828055 0.4296711408771125 not prognostic MGAT2 -0.22503901316981972 -0.5695708537925236 0.11949282745288414 0.2004761340965077 0.4604573700785104 not prognostic FEZ2 0.1735822216955793 -0.24422064554544748 0.5913850889366061 0.4154758128807726 0.6678195606322366 not prognostic SMARCB1 0.2867787935265711 -0.11889710456319402 0.6924546916163362 0.16589048102564224 0.4163772011837889 not prognostic COG4 0.09192367132406476 -0.32158482502638724 0.5054321676745168 0.6630518906216665 0.8363346825494196 not prognostic PIGK 0.44009395752889546 0.06342541562823634 0.8167624994295546 0.022021725161765503 0.13569202021561358 not prognostic NUP85 0.5348680918568225 0.037329212917448396 1.0324069707961967 0.03511622440468325 0.17293484988730976 not prognostic PLXNA1 0.3163972808434073 -0.14851301540340955 0.7813075770902241 0.18224831331261504 0.4380319863323067 not prognostic THG1L -0.1410186449365748 -0.5276319482084868 0.24559465833533728 0.47466825607714624 0.7127985401977004 not prognostic DYNC1LI2 0.3293589999903058 -0.02507561272097908 0.6837936127015907 0.06856125880823911 0.2542787697225206 not prognostic MEF2BNB -0.6013352586750369 -1.0685724523038227 -0.1340980650462511 0.011653130441504768 0.09624582734574924 not prognostic AVEN 0.10079364863331182 -0.25492455698610134 0.45651185425272495 0.5786479496504685 0.7856589464999462 not prognostic ATP1A1 -0.5251722479685449 -0.8697935769597032 -0.18055091897738657 0.0028190416954855316 0.046480442540850764 favorable NCOA2 0.03813355352034601 -0.3258884488511725 0.4021555558918646 0.8373234197873614 0.9256150854866336 not prognostic RABEP2 -0.017984387886139427 -0.3679607726017099 0.33199199682943104 0.9197747053842861 0.9674275067323206 not prognostic SRSF7 -0.01691675137029247 -0.5699340231091017 0.5361005203685167 0.952191369993289 0.9825921318061223 not prognostic ILF2 0.5167757977578343 0.04574001535812994 0.9878115801575387 0.031532548212369824 0.16356367563461588 not prognostic ELP3 0.00825992059200666 -0.3168857224512429 0.3334055636352562 0.9602893795097008 0.9862878071297868 not prognostic TBL2 -0.03265600688893422 -0.3551123641393412 0.2898003503614728 0.8426611377355187 0.9286490849515138 not prognostic PABPN1 0.31582544091429426 -0.15472798565076257 0.786378867479351 0.18834658752324054 0.44527779194496236 not prognostic RAB4B -0.04638501544203058 -0.372497377088602 0.27972734620454087 0.7804151806442984 0.8970416115429969 not prognostic PQBP1 0.34057372838607575 -0.14145037247853992 0.8225978292506915 0.16611028899143115 0.4168120564294515 not prognostic ASAP1 0.26315939366602575 -0.10987509966602343 0.636193886998075 0.16676662486488675 0.41787338158839377 not prognostic DCTN6 0.15408302409268393 -0.2984323238457733 0.6065983720311412 0.5045329869281368 0.7325792786194629 not prognostic COG3 -0.011776394489890596 -0.41788516703484085 0.39433237805505966 0.9546764035583257 0.9833430558050725 not prognostic UFD1L -0.3496398995536456 -0.7143980963251715 0.015118297217880272 0.06028157769185633 0.23796338848112425 not prognostic AHSA1 0.31579893553174015 -0.08101621938029252 0.7126140904437728 0.11880580435946801 0.34590841184725757 not prognostic HP1BP3 -0.022035696636502355 -0.3406047930816968 0.2965333998086921 0.8921593384537149 0.9529351654946444 not prognostic DYNLRB1 0.12195797683853599 -0.30017894359155245 0.5440948972686244 0.5712267251672662 0.7806736178327789 not prognostic SART3 0.5636947338584544 0.06460458222134213 1.0627848854955666 0.02685142180078257 0.14978241706068932 not prognostic SMPD4 0.290234467390264 -0.141588827166154 0.7220577619466819 0.1877316627448347 0.44535282897575645 not prognostic GEMIN5 0.48206314765114444 0.0636941467440717 0.9004321485582172 0.02392343422009201 0.14175149342983706 not prognostic ZMYND11 0.30973333476706105 -0.08810498406088774 0.7075716535950098 0.12703183422606398 0.35854855353907655 not prognostic PDIA6 -0.005144911697291517 -0.31957139781213245 0.3092815744175494 0.9744157603952699 0.9900072971877952 not prognostic GRSF1 0.0951308265351267 -0.22182362215807774 0.41208527522833116 0.5563548893703594 0.7698679017825081 not prognostic NACC1 0.630866610816872 0.2183902247020038 1.0433429969317403 0.002720353149893782 0.04560921676217047 unfavorable ARPC4 0.08490677764817442 -0.29042788152470866 0.46024143682105756 0.6574940883634739 0.8327266336282617 not prognostic PTPN12 0.44077822711208703 0.04845241904372172 0.8331040351804524 0.02766386434523274 0.15166844916281 not prognostic RIOK3 0.11975725553763325 -0.23702539074446902 0.4765399018197355 0.5106157106478177 0.7375834878073431 not prognostic RPS6KA4 0.14381758372975148 -0.2295769886868743 0.5172121561463773 0.4503062189040242 0.694742646535883 not prognostic ZBTB2 0.42677729468999753 -0.3136537744420032 1.1672083638219983 0.258600865021934 0.5285966996669806 not prognostic POLR2H 0.5296099022564132 0.049864234259560214 1.0093555702532662 0.030488880593705782 0.160852650533558 not prognostic RAI14 -0.04359876521633705 -0.398904314259447 0.3117067838267729 0.8099404269981924 0.9131591289402866 not prognostic PPIH 0.26358421087092326 -0.2199712293527707 0.7471396510946172 0.28535417125695733 0.5579331503087003 not prognostic RANBP9 0.41952435306727387 -0.021774087431004507 0.8608227935655522 0.06242604852185682 0.2418435363116331 not prognostic SF3A3 0.7831408627257048 0.2191571706108416 1.3471245548405681 0.006497025682544307 0.0694127338136267 not prognostic SH3GL1 0.5253594821805428 0.1729367871116621 0.8777821772494236 0.0034808775542591788 0.05168208415138048 not prognostic MAP4K4 0.17711763608117925 -0.18173077918999958 0.5359660513523581 0.33335214397864527 0.6032952789651933 not prognostic EML4 0.14341568587240636 -0.2062423843328087 0.4930737560776214 0.42145562785737356 0.6718825206921413 not prognostic TERF2IP 0.23679585226067063 -0.1529248119440268 0.6265165164653681 0.23369989356739562 0.4998363944359515 not prognostic STAMBP 0.25486323781053916 -0.11615309162616366 0.6258795672472419 0.17818538287620866 0.43244611897281 not prognostic HNRNPC 0.561451203775722 0.06022004742752707 1.062682360123917 0.028131877644828693 0.15329561810964776 not prognostic ELMSAN1 0.43076142371108345 0.03235800250967685 0.82916484491249 0.03407773580875754 0.17016060719230688 not prognostic CCDC94 -0.01698833613448164 -0.3627194942290002 0.3287428219600369 0.9232763007194507 0.9690612802275782 not prognostic RNF181 -0.11879296729276034 -0.4643222793670023 0.22673634478148164 0.5004158643263379 0.7292030002138188 not prognostic SETDB1 0.48587218890228706 0.03889575066070278 0.9328486271438714 0.033128752524032364 0.1674769742222822 not prognostic ARRB2 0.370272150985525 0.034400076680219216 0.7061442252908308 0.030718224168980207 0.16111321674568238 not prognostic GTF2E2 0.1784346869318311 -0.1779105965152599 0.5347799703789221 0.3263840463414602 0.5979366414763849 not prognostic SLC35A1 0.2038623769873922 -0.11347400268285587 0.5211987566576403 0.20798888712283958 0.46916717218714604 not prognostic SDAD1 -0.07589308696384175 -0.42291898794896565 0.2711328140212822 0.6681883040546082 0.8403272771738878 not prognostic YWHAH 0.3480601976148425 -0.047308299901705486 0.7434286951313905 0.08444782924934398 0.2843405096913789 not prognostic UBE2I 0.26908226402073265 -0.13409924389013417 0.6722637719315995 0.19084795999667792 0.4481148140179012 not prognostic TRAPPC2B;TRAPPC2 -0.14541485432555398 -0.5249452354436012 0.23411552679249317 0.45268348076879794 0.6961310895436358 not prognostic NCLN -0.06440366528153306 -0.42109049524381215 0.292283164680746 0.7234192999004928 0.8700662267610306 not prognostic DENND6A 0.1405193353017695 -0.19230567845908622 0.47334434906262524 0.40795348812983256 0.6627486080976939 not prognostic ABHD17B 0.11841025018466923 -0.2453183394690564 0.48213883983839484 0.5234361234449074 0.7457548716107982 not prognostic ERCC1 -0.11243516953801334 -0.5323970344080208 0.30752669533199406 0.5997671021571023 0.8003748495472554 not prognostic CWC22 0.5952826004473704 0.13314968751464823 1.0574155133800924 0.011580743731127226 0.09600222094887227 not prognostic PBDC1 0.405388912343304 0.0774258526270673 0.7333519720595407 0.015406733908944549 0.11123910377966173 not prognostic ZMYND8 0.6556218846800539 0.2337170847525148 1.077526684607593 0.002321396374498255 0.04156692348176576 unfavorable CHD8 0.5742898816187586 0.1227815380390071 1.02579822519851 0.01266868746948306 0.09975616439250821 not prognostic HDGFRP2 -0.11663405950725092 -0.5174483281357753 0.28418020912127345 0.5684502525403767 0.7783048036387816 not prognostic AAK1 0.1597133430418486 -0.22292817434609968 0.5423548604297969 0.4133099747255996 0.6663720878296945 not prognostic NACA 0.1699243478578316 -0.3567123186545055 0.6965610143701687 0.5271248219271792 0.748390188822397 not prognostic ATP7A 0.42452292838735334 0.09414069503455835 0.7549051617401483 0.011787412258428415 0.0967302492664616 not prognostic RASA2 0.5389371909835061 0.07544861212366116 1.002425769843351 0.022666165862591382 0.13795389732683933 not prognostic IPO8 -0.024417708499152632 -0.3434270578122398 0.2945916408139345 0.880748720714531 0.9471883839708344 not prognostic ZDHHC6 0.6052373294858734 0.27617224436806664 0.9343024146036801 0.00031228541402179036 0.01684271874540415 unfavorable POLG -0.5138785200403122 -0.9020888438315193 -0.12566819624910508 0.009474869929634658 0.08620783585367794 not prognostic ZNF318 0.2961641087223378 -0.11571089493986825 0.7080391123845438 0.15873532452734887 0.40709176754321236 not prognostic SEC23A -0.4350754265980029 -0.8707551776532151 0.0006043244572092599 0.05031862936228813 0.21586137454746795 not prognostic TJAP1 0.3741130947042656 -0.103804035093916 0.8520302245024473 0.12496618769604405 0.35484372928724467 not prognostic KHDRBS1 0.45408854317374836 -0.07667744374239704 0.9848545300898938 0.09357836064493762 0.30202129158403984 not prognostic EIF5B -0.0882690917859221 -0.6888912756714906 0.5123530920996463 0.773314811123305 0.8945074294556783 not prognostic CLPTM1 -0.20303945717359242 -0.5271786521944098 0.12109973784722497 0.21955458560591307 0.4834412702729316 not prognostic PEAK1 -0.17053045921258508 -0.6230735720419084 0.2820126536167382 0.46016976876441085 0.7025750238314751 not prognostic RPP30 0.07815101299319187 -0.37623076368279584 0.5325327896691796 0.7360397358332125 0.8755997548385266 not prognostic LUZP1 0.29478427179771954 -0.09021700103257035 0.6797855446280094 0.13343643567161967 0.3691768876909799 not prognostic PIK3CA -0.2453722552220751 -0.6976236496202785 0.2068791391761283 0.28760395031808283 0.560373921044134 not prognostic LUC7L2 0.5434670415486335 0.007922828603002974 1.0790112544942638 0.046705657301524754 0.20670081553166145 not prognostic ACOT9 -0.1782040063013263 -0.4855233666061799 0.12911535400352733 0.25574058584671 0.5253890466006412 not prognostic DPH1 -0.2512933327781903 -0.58407711354544 0.08149044798905936 0.1388685263329623 0.3766403866279949 not prognostic WWP2 0.14795996040888987 -0.17144630976619285 0.4673662305839726 0.3639190794178996 0.6276570059773561 not prognostic KATNB1 -0.13669231293603268 -0.5654908835237864 0.29210625765172105 0.5321043767320643 0.75069815393668 not prognostic MTDH -0.39796992120032454 -0.7293124136260315 -0.06662742877461758 0.01856861765908255 0.12250908909489026 not prognostic ATP6V0A2 0.679629513614867 0.24956315210114194 1.1096958751285921 0.0019528472983340948 0.03768069366807145 unfavorable SNRK -0.415046837134264 -0.8766324662662974 0.0465387919977695 0.07800966175185792 0.2717589500639626 not prognostic EEA1 0.16732217815906786 -0.108229731926616 0.4428740882447517 0.2339912386339376 0.49998175644144227 not prognostic SEC24C -0.11165383791320183 -0.47989444787698865 0.256586772050585 0.5523258131755212 0.7669002799876614 not prognostic TRAPPC1 0.12586653710589568 -0.3847259602022498 0.6364590344140412 0.6289876845338216 0.8167261406281805 not prognostic THADA 0.3234374018236137 -0.07208565375309417 0.7189604574003216 0.1089892558226213 0.33043711729763914 not prognostic TMX1 0.17774707240403784 -0.17334523244535346 0.5288393772534291 0.32106652957149706 0.5939067436474407 not prognostic FASTKD2 -0.1394470162961812 -0.4671456388783578 0.18825160628599538 0.4042629653323565 0.6599865661233749 not prognostic SF3B3 1.0241868988235308 0.3917328548713336 1.656640942775728 0.001503862105631663 0.033914552724736216 unfavorable PPP1R12A 0.22022622425239216 -0.19933985626579606 0.6397923047705804 0.303589479702711 0.5774456366641962 not prognostic DVL3 0.1828007209868292 -0.3398408741680623 0.7054423161417207 0.49301395779768564 0.7251444002238673 not prognostic MED22 0.24300483694163455 -0.2224690775894103 0.7084787514726794 0.3062053522271448 0.5797116765679059 not prognostic MEN1 0.393800190856127 0.02751666136887676 0.7600837203433772 0.03509988316412727 0.17294950686209767 not prognostic MFN2 -0.16114992200588513 -0.46991089071423275 0.1476110467024625 0.3063299398808823 0.57982493694578 not prognostic RPAP3 0.5279545691062683 -0.0482024634935021 1.1041116017060386 0.07249619800211902 0.26235184345714296 not prognostic SIRT2 -0.17883291794736964 -0.4983244309949556 0.1406585951002163 0.2726087079702824 0.5457660470612563 not prognostic IMMT -0.36444453567128376 -0.691895023927882 -0.03699404741468543 0.02915436966457967 0.15667411260923278 not prognostic PRPF8 0.2884606444057278 -0.24062529979165886 0.8175465886031144 0.2852574174496858 0.5578658056852418 not prognostic ALG9 -0.025877019142815323 -0.37008830765367356 0.31833426936804293 0.8828592262456646 0.947750437958925 not prognostic POGLUT1 0.1306407566916716 -0.20423504012934188 0.46551655351268506 0.4445006198412289 0.6895882948255974 not prognostic HCFC2 -0.0744363170998941 -0.4552899998526466 0.3064173656528584 0.7016700422725033 0.8597306539572631 not prognostic AGO2 0.274172779227462 -0.11044400648381814 0.6587895649387422 0.16236735041815337 0.4119226093209768 not prognostic EIF4G2 0.6028535677670722 0.07560676937708077 1.1301003661570637 0.0250246983719266 0.14473263858130417 not prognostic HGS -0.2975126142090875 -0.8501503777852679 0.25512514936709296 0.2913581568739682 0.565718841572899 not prognostic DCPS -0.3175918125155219 -0.6356043247419336 0.00042069971088981584 0.050303848761173865 0.2159014180051724 not prognostic HBS1L -0.00642287259771829 -0.3575813451489149 0.3447355999534783 0.9714029459888616 0.9899795760316765 not prognostic EXOC1 0.25216500345713805 -0.182819039927116 0.6871490468413921 0.25586762343999936 0.5255294408484318 not prognostic NAPG 0.18662242778430022 -0.21786414021736344 0.5911089957859639 0.3658415449243635 0.6292755718939148 not prognostic HIP1 -0.04093896739747067 -0.3449156470702887 0.2630377122753474 0.7918076554747392 0.9038701950102435 not prognostic DDX42 -0.15132546220592052 -0.7359220269868685 0.4332711025750275 0.6119123952935166 0.8054177705179145 not prognostic HERC4 -0.19271717395870802 -0.6144386552573926 0.22900430733997662 0.3704348129318349 0.6334039114168674 not prognostic HDLBP -0.09744894548277777 -0.6690773182479377 0.4741794272823821 0.7382837924575165 0.8764060983654396 not prognostic HERC2 0.13307846405679058 -0.30900839497166543 0.5751653230852466 0.5551940618845475 0.7690936772477726 not prognostic HEATR5A 0.027155044433974467 -0.45002194966627584 0.5043320385342248 0.9111904958025888 0.9623556103480686 not prognostic DCTN1 0.2687437225184987 -0.24545652350721542 0.7829439685442128 0.3056635661308372 0.5794211110669883 not prognostic DCTN3 0.433487501571289 -0.1692098540824395 1.0361848572250176 0.1586295450960776 0.40705368794645536 not prognostic NAE1 0.3242311817994922 -0.20022232830304654 0.8486846919020309 0.2256264207768618 0.4898237985487982 not prognostic EIF4G3 0.09028203983769875 -0.24148825180917657 0.4220523314845741 0.5937916110880541 0.7958407625855313 not prognostic EIF5 -0.004812626466860846 -0.3301545692140926 0.32052931628037085 0.9768703313110967 0.991600915672137 not prognostic ESYT2 0.3478626996852944 -0.06663606211261391 0.7623614614832026 0.09999573467930967 0.3139066664038778 not prognostic DCTN4 -0.05110664796621342 -0.6211070212979825 0.5188937253655556 0.8605046543350657 0.9372382202265016 not prognostic HEATR5B 0.22918661778543695 -0.4130785328384231 0.871451768409297 0.4843047432377149 0.7207414172551964 not prognostic HECTD1 0.01779380645113351 -0.4596681414226867 0.49525575432495367 0.9417719552678435 0.9765675602864261 not prognostic HECTD4 0.12816691661207277 -0.32323849570602203 0.5795723289301675 0.577876015515987 0.784848902747972 not prognostic HECW2 -0.265100298124122 -0.7090412185468578 0.17884062229861375 0.24184131924978608 0.5092204447891192 not prognostic HDAC4 0.5531611583030123 0.08472629790761188 1.0215960186984128 0.02064224550496148 0.13097804677953234 not prognostic DCTN2 0.16864243010629598 -0.35597383765814394 0.6932586978707359 0.5286636051982884 0.748793744239879 not prognostic ELAVL1 -0.06598660767377448 -0.49134023450017383 0.3593670191526249 0.7610851342593102 0.8873545001984118 not prognostic HDAC1 0.8026346077131526 0.2728756403286553 1.33239357509765 0.0029825609609368114 0.04759869569209853 unfavorable HELZ 0.25600665637819653 -0.21984388881311012 0.7318572015695032 0.29167384527547424 0.5657183571818286 not prognostic NBN -0.18639310609778043 -0.6411225591185601 0.2683363469229992 0.4217510308411656 0.6722337509561965 not prognostic ERCC4 -0.1447758005759051 -0.5529743037261715 0.2634227025743613 0.4869671893673768 0.7218240474182325 not prognostic IFT140 -0.1306659225936821 -0.5392446859961426 0.2779128408087784 0.5307849949655195 0.7496636788020659 not prognostic HPS6 0.14069646141172282 -0.2771445733574861 0.5585374961809317 0.509276998699316 0.7367194973913356 not prognostic HS1BP3 0.03424497126571091 -0.2689226760141169 0.3374126185455387 0.8247871732903473 0.9192480471142138 not prognostic ENOPH1 0.08947918534800914 -0.28065776118877495 0.4596161318847932 0.6356327169756824 0.8208307680777851 not prognostic NBAS -0.14248444612019986 -0.5642005399718791 0.27923164773147946 0.5078369984376081 0.7358253191474196 not prognostic EML3 -0.07228230112178526 -0.4860347681507698 0.3414701659071993 0.7320465018522924 0.8742179980103473 not prognostic HSP90AA4P -0.03546431894369396 -0.6008934513091523 0.5299648134217644 0.9021617104660572 0.9572237252669602 not prognostic HSPA8 -0.2182760252803886 -0.7766770654863975 0.3401250149256203 0.4435932440224746 0.6891359211752932 not prognostic EMC8 0.07889357202873933 -0.28560531233049913 0.44339245638797775 0.671403689600853 0.842831917133544 not prognostic EMC7 -0.033350362471022105 -0.43713114145857435 0.3704304165165302 0.8713974725185009 0.9434782405923495 not prognostic HTT 0.07334475097931958 -0.2409877413634432 0.38767724332208237 0.6474352606358211 0.8286615994957122 not prognostic HUWE1 0.204760464181411 -0.2681353633864164 0.6776562917492384 0.3960759686780133 0.6530512242309859 not prognostic NCKAP1 0.14573709615363542 -0.40585497529211934 0.6973291675993901 0.60456608530161 0.8035451546474636 not prognostic IFT122 -0.0917431270509367 -0.4898551162221557 0.30636886212028236 0.6515103843856553 0.8301981883582084 not prognostic NCK1 -0.3895043506936478 -0.9070465625659336 0.12803786117863808 0.14019190244824734 0.37862386202689546 not prognostic EMC6 0.12423331956837971 -0.29417282830600044 0.5426394674427598 0.5605981477394211 0.7737066774643189 not prognostic DDX1 -0.4863204965155273 -1.1313217051838471 0.1586807121527925 0.13946635282299835 0.37780401114199824 not prognostic EMC3 0.03386012749946738 -0.3189819085433252 0.38670216354225995 0.8508092728998837 0.9325777938629602 not prognostic IDE -0.07968794597976173 -0.4322684840592169 0.2728925920996934 0.6577814783281692 0.8326194790714123 not prognostic DDX19A 0.0877351126409568 -0.32729972590581047 0.502769951187724 0.6786390158797516 0.8475178001355024 not prognostic EMC2 0.04006843515700509 -0.3943068986051631 0.4744437689191733 0.8565288468231875 0.9354114132237128 not prognostic NBEAL1 -0.045866320277610985 -0.47907774220791866 0.38734510165269664 0.8356104415171572 0.9244063119860508 not prognostic EMC1 0.007024656963946342 -0.3624504449538027 0.37649975888169535 0.9702746076690646 0.9898437286304849 not prognostic HOOK3 0.016186208140811443 -0.29622787698722314 0.32860029326884604 0.9191170833847501 0.9668494004868602 not prognostic HIRA 0.14185383457444323 -0.324628655035882 0.6083363241847685 0.551168291085774 0.7663627442290628 not prognostic EP300 0.7008828569146555 0.18872591660057758 1.2130397972287335 0.0073140653242226685 0.07415948680381149 not prognostic HNRNPF 0.29605817369341747 -0.09989639960154445 0.6920127469883794 0.14279010855550944 0.381953941409464 not prognostic ERCC2 0.6541204074575245 0.1434450966294366 1.1647957182856126 0.012055893646877935 0.0974155377441319 not prognostic ELMO1 -0.06597677017493171 -0.45782829778713724 0.32587475743727384 0.7413978617409778 0.8783558364651283 not prognostic DDX3X 0.7988048165090637 0.25156613415712803 1.3460434988609993 0.004223586563833506 0.05703434465460237 not prognostic DDB1 -0.7581810505472754 -1.260145181536756 -0.2562169195577947 0.003072538763277813 0.04800774790161651 favorable ERC1 -0.24818362331016264 -0.7331960148520462 0.23682876823172094 0.31589713841981154 0.5881112664322256 not prognostic ELP4 0.04762642317338622 -0.36572904678416607 0.4609818931309385 0.821337390730682 0.9174589718292946 not prognostic DDOST -0.05975138321860518 -0.5307903354981287 0.4112875690609183 0.803653332514994 0.9108885031025119 not prognostic EPS8 0.1030491847632614 -0.271030655727845 0.47712902525436784 0.5892531202465273 0.7923675556574286 not prognostic EPS15L1 0.2953355850552395 -0.06521392695341083 0.6558850970638899 0.10839304199081143 0.3294103546991632 not prognostic DDRGK1 -0.20614777311129684 -0.5934905887248156 0.18119504250222201 0.29689609874257916 0.5707774902388472 not prognostic NDNL2 -0.20310589977752402 -0.5693129248562845 0.1631011253012365 0.2770208652080077 0.549804434982774 not prognostic HLCS -0.012998172432927634 -0.3504844014140744 0.32448805654821916 0.9398269414380169 0.9769268090902781 not prognostic NDE1 0.6214706607634268 0.21226639922837848 1.0306749222984752 0.002914112664473703 0.04726458457433526 unfavorable EPS15 -0.5473316454290407 -0.9653075605751624 -0.12935573028291886 0.01027199058167709 0.09051686188755412 not prognostic NCOR2 0.1462602846552755 -0.2962769351501717 0.5887975044607227 0.5171299862312133 0.7411341070478714 not prognostic HMBS -0.5167470413987779 -0.8657360649891541 -0.16775801780840166 0.0037065478599864776 0.05335164467919443 not prognostic NCOR1 0.12601098526923446 -0.35315592347460467 0.6051778940130735 0.6062525834248333 0.8038772777551144 not prognostic EPRS 0.5218449885288349 -0.001918261020488199 1.045608238078158 0.05084499389475773 0.21707927054829088 not prognostic HMG20A 0.35207911396797353 -0.17662291968748423 0.8807811476234313 0.19182443949839723 0.4494645922086235 not prognostic EPG5 0.051574668357634364 -0.3545469370418935 0.4576962737571622 0.8034365640710468 0.9111041872233163 not prognostic HNRNPA2B1 0.3151649627436685 -0.21046358226845469 0.8407935077557918 0.2399198010366042 0.5074419982708995 not prognostic DDX31 0.2659821334942484 -0.1141075114817044 0.6460717784702011 0.17020074108048594 0.421873542329344 not prognostic IGBP1 0.35087207727210334 -0.056662211555230935 0.7584063660994376 0.0915154897249191 0.2982665378621044 not prognostic HNRNPM 0.5538957317736904 -0.04518937516767607 1.1529808387150569 0.06996724890349963 0.25704422627535173 not prognostic ERBB2IP -0.42002041814429286 -0.8269790603900729 -0.013061775898512928 0.04308643477656502 0.19651189534110375 not prognostic MED4 0.000265779648212821 -0.5252440316804454 0.5257755909768711 0.9992090865248655 0.9994323485261 not prognostic EXOC3 0.22208480622220086 -0.25803881554442243 0.7022084279888242 0.3646204042936402 0.6282614471980293 not prognostic FARSA 0.4386233313672919 0.03622821560655792 0.841018447128026 0.032645001216728566 0.16644117078210183 not prognostic FAM98A 0.011282025068219147 -0.3782290479622843 0.40079309809872254 0.9547287816941649 0.9832838815722833 not prognostic GCN1L1 0.2510769004037381 -0.1773561425531089 0.6795099433605851 0.25071759754379547 0.519720919381709 not prognostic NPEPPS 0.3255868929548653 0.0253600336242657 0.625813752285465 0.033543138769548994 0.1686197200470366 not prognostic GDAP2 -0.11792664580750026 -0.5255638336529378 0.2897105420379372 0.5707113597531248 0.7803266346777225 not prognostic GDI2 0.3111461891742001 -0.08432085864058797 0.7066132369889881 0.12305814828454378 0.35176871059754805 not prognostic GDPGP1 -0.5565878633561895 -0.9596328651050618 -0.15354286160731706 0.006797074000506645 0.07117450704858012 not prognostic GGA1 0.3475722548785853 -0.0648862044498516 0.7600307142070222 0.09860983410760499 0.31174217682393623 not prognostic GGA3 0.052040601862874084 -0.3269110206500275 0.4309922243757756 0.7878084146978435 0.9014888467267117 not prognostic AIMP1 -0.06841285296626114 -0.5089558030453981 0.3721300971128758 0.76084832023235 0.8871939321490271 not prognostic GID8 0.4709069439500578 -0.0629880356251537 1.0048019235252692 0.08385730130608114 0.2834180515641164 not prognostic NOMO1 -0.028385626358937367 -0.44430831858575875 0.387537065867884 0.8935904835540008 0.9534400666498593 not prognostic GIGYF1 0.17292357022070126 -0.26705643011970065 0.6129035705611032 0.44111201502713504 0.687428349963088 not prognostic GIGYF2 0.5254869084933507 -0.07539375928392944 1.1263675762706309 0.08652079453917991 0.28839191120970875 not prognostic GIT1 0.4914596782359183 -0.05676611429522793 1.0396854707670644 0.07891452860839167 0.27268304694362433 not prognostic GIT2 0.2116851477783699 -0.29317863426534196 0.7165489298220817 0.4111927523880814 0.6648742481723844 not prognostic NOB1 0.2379825399237799 -0.0542932648335471 0.5302583446811069 0.1105155143388785 0.33202865767650314 not prognostic GLE1 0.05391249074336687 -0.3952950870238969 0.5031200685106306 0.8140311872144315 0.9147761038196065 not prognostic FAM21C -0.047526018121785474 -0.4632978052582467 0.36824576901467576 0.822726604191452 0.9179799710027505 not prognostic FAM21A 0.08357131575971215 -0.34308454788162257 0.5102271794010469 0.7010463418836339 0.8594369298759653 not prognostic FAM208A 0.09276208838571806 -0.425220701987968 0.6107448787594042 0.7255906759690258 0.8709228210149736 not prognostic NME7 -0.2640659861422979 -0.748920910106409 0.2207889378218132 0.2857673457458049 0.558375173824136 not prognostic DARS 0.6047564931737802 0.02728962557802006 1.1822233607695405 0.04011265603048741 0.1877305851756162 not prognostic GLYR1 -0.06053506645276015 -0.4896309491153154 0.36856081620979514 0.7821613061812461 0.8982414281991657 not prognostic NMD3 -0.1174562704858886 -0.4653854994339376 0.23047295846216043 0.5081906076835501 0.7362185292218162 not prognostic GNA13 0.25940636540603507 -0.26091075969677163 0.7797234905088417 0.32849560626321334 0.5993521831820968 not prognostic GCC2 0.31090616823810774 -0.1203894252848019 0.7422017617610174 0.15769375566044014 0.40558235978969276 not prognostic GNB2L1 0.6302355778169272 0.05930691853221448 1.20116423710164 0.0304980502294021 0.16080626837681802 not prognostic NR1H2 0.0590670531333256 -0.32779777446329533 0.44593188072994655 0.7647493072645097 0.8894258960689992 not prognostic GCC1 -0.16748723481828312 -0.6224455980707421 0.28747112843417577 0.47057965019846604 0.7096344295480658 not prognostic CYFIP1 -0.09935269094381666 -0.5764922467075582 0.3777868648199248 0.6831894231338853 0.8491732479963453 not prognostic FIBP 0.24564057530850195 -0.21558647193423672 0.7068676225512406 0.29655998375670956 0.5704988256497251 not prognostic FIP1L1 0.16504175917368075 -0.29372486456445424 0.6238083829118157 0.4807486067163754 0.7177159039405885 not prognostic FKBP15 0.16036104637142093 -0.294162135452121 0.6148842281949628 0.4892526313011486 0.723534656101616 not prognostic FKBP3 -0.3370638842138732 -0.6516639439550836 -0.022463824472662708 0.03573640595339179 0.17473950983108502 not prognostic FKBPL -0.21519594588809454 -0.6501266358678128 0.2197347440916237 0.33216852238343525 0.6022488418183265 not prognostic FLII -0.2582979225509804 -0.8625243211931227 0.34592847609116195 0.4021116647762697 0.6577938488474223 not prognostic FCHO2 -0.13635996052244959 -0.6010340964875698 0.32831417544267055 0.565185078143422 0.7764465251830684 not prognostic FNTA 0.23607882143291972 -0.11308760598552905 0.5852452488513685 0.18511371624366035 0.4420707125978904 not prognostic FOCAD 0.08509292656096008 -0.2785099847822462 0.44869583790416634 0.6464606439956833 0.8283615494050883 not prognostic NSMCE1 -0.08598872429434941 -0.511353948127919 0.3393764995392202 0.6919486453131679 0.8549566963136617 not prognostic FPGT -0.3014634494078354 -0.6850120678752086 0.08208516905953778 0.12343797873858099 0.3522920700180158 not prognostic FRMD8 0.22138115111458714 -0.2893290387162454 0.7320913409454196 0.39554783238300684 0.6525409514142363 not prognostic FRYL 0.2772290819523587 -0.13232808403360086 0.6867862479383182 0.18460832560712306 0.4419246896151264 not prognostic NSF 0.13367873907457678 -0.2629595461234091 0.5303170242725627 0.508891085986446 0.7367564509761724 not prognostic NRF1 0.21253964422585447 -0.0892830933247743 0.5143623817764833 0.1675308814762909 0.41826658724406923 not prognostic FBXW11 -0.020237721189799426 -0.4228577666437673 0.3823823242641684 0.9215212102482817 0.9683543891259232 not prognostic FTO 0.06850496406224282 -0.25751174398349713 0.3945216721079828 0.6804554837804735 0.848130021757842 not prognostic FUBP3 0.2145546803490249 -0.27778320813403046 0.7068925688320803 0.3930342173239665 0.6501913059315358 not prognostic FXR2 0.1889334013075707 -0.31820121034427457 0.6960680129594159 0.4652764163766093 0.7050812044380134 not prognostic G3BP2 0.18657648894375445 -0.12790344288173272 0.5010564207692416 0.2449029997642112 0.5128927618453761 not prognostic NRAS -0.2253856521624257 -0.6548051464700256 0.2040338421451742 0.3036163712582419 0.5773741231680204 not prognostic GABPB1 0.24387389004128 -0.2269700142672981 0.714717794349858 0.31002739486366326 0.5830025763945341 not prognostic GAK 0.2282320226397522 -0.16402529344797742 0.6204893387274818 0.254123619576418 0.5235086898452992 not prognostic GANAB 0.2720070806571023 -0.06194442433317865 0.6059585856473833 0.11039691111282068 0.33211812674498775 not prognostic GAPVD1 0.3304603315928881 -0.058242496897415175 0.7191631600831914 0.09565632710378612 0.30553374832686303 not prognostic GATAD2A 0.09605589975569971 -0.380932375083795 0.5730441745951944 0.6930661102240183 0.8551572333014933 not prognostic NR2C2 0.16243569206642922 -0.3437330836578368 0.6686044677906953 0.5293646465374595 0.7488389446120832 not prognostic DBNL 0.11776463481486482 -0.2820764060822709 0.5176056757120006 0.5637601081188595 0.7761562737179992 not prognostic FAM175B -0.07278690577017519 -0.49264490454710286 0.34707109300675254 0.7340215592781407 0.8756422412014915 not prognostic GNG5 -0.030353652275458543 -0.3845522137374021 0.323844909186485 0.8666128041565624 0.9403447382879292 not prognostic EXOSC6 0.07325900236675115 -0.3847432015483027 0.531261206281805 0.7538986392639095 0.8848524537663585 not prognostic EXOSC5 0.1691805281374647 -0.22466185535519068 0.5630229116301201 0.39982710252518316 0.6560945837441284 not prognostic NF2 0.09315633726265317 -0.2855287000685836 0.4718413745938899 0.6296992518300762 0.8171760257478871 not prognostic NF1 -0.04154150472515806 -0.491908376796297 0.4088253673459809 0.8565358525654345 0.935304974755255 not prognostic DCAF6 -0.27412357260016573 -0.6739431628408917 0.12569601764056026 0.17901730531045718 0.4335250025546451 not prognostic AAR2 0.06943151562909934 -0.34972859765074027 0.4885916289089389 0.7454406729026696 0.8805819164134583 not prognostic EXOSC2 -0.27778658294736186 -0.7168882570619726 0.16131509116724885 0.21500435359593648 0.4772958040526703 not prognostic GTF2E1 0.26243060666293694 -0.11184934593797768 0.6367105592638516 0.16936382378002454 0.42108145356916404 not prognostic RAB11FIP2 0.08944634522385253 -0.4357512371751312 0.6146439276228363 0.7385295319435093 0.876465389646108 not prognostic DCAF7 0.22647230713899558 -0.25759642637874175 0.710541040656733 0.3591572144471107 0.6235281250620481 not prognostic GTF2F2 -0.07125899518968529 -0.4831108235019782 0.3405928331226077 0.7345232243929343 0.875191166887136 not prognostic NEMF 0.08829491371799289 -0.4983491873517988 0.6749390147877846 0.7680005975005825 0.8913545954657396 not prognostic GTF3C1 0.34829445226110556 -0.1035057743034899 0.8000946788257011 0.13080286531239366 0.3656191236783829 not prognostic GTF3C2 0.3017694324590678 -0.1286498277951561 0.7321886927132917 0.16939757663157634 0.4210484463027493 not prognostic GTF3C4 0.46381084003474143 0.019640561039060922 0.9079811190304219 0.040694355292729675 0.18965984535960895 not prognostic GTF3C5 0.22182124098190426 -0.2170076873933623 0.6606501693571708 0.3218167044254595 0.5944346925358239 not prognostic NEDD8 -0.15535311858216444 -0.6764871167605677 0.3657808795962388 0.5590340822115881 0.772143186985552 not prognostic GTPBP1 1.0283663378108026 0.533483317917214 1.523249357704391 4.645073720017353e-05 0.009671475584957063 unfavorable EIF4G1 -0.0205257589630755 -0.48009708224263115 0.4390455643164801 0.9302442382954067 0.972952881478829 not prognostic EXOSC10 0.0868928313638554 -0.3958965245107035 0.5696821872384144 0.7242714069218494 0.8702727024790388 not prognostic EXOC8 0.29290959919352233 -0.2224900733418893 0.808309271728934 0.26533160468553624 0.5376898725100964 not prognostic EXOC7 0.33944704881943727 -0.2046662667446823 0.8835603643835568 0.22143147262231233 0.48602009668731605 not prognostic NECAP1 -0.03848998813030368 -0.5154765374519564 0.4384965611913491 0.8743327082466862 0.9449421459358499 not prognostic EXOC6 0.2704990802088183 -0.1034180930086453 0.6444162534262818 0.156226760252199 0.40308305029911745 not prognostic DCP1A 0.4057304367301209 -0.06496122398477344 0.8764220974450152 0.09113037124821326 0.2978788659310892 not prognostic EXOC5 0.2906000226304219 -0.20204008966869452 0.7832401349295384 0.24762004607703267 0.5160480150204082 not prognostic EXOC4 0.4835431259379095 -0.0518003300794424 1.0188865819552615 0.07667450602626058 0.26983759923471345 not prognostic EXOSC7 0.03082061651757513 -0.3958359253740833 0.45747715840923353 0.8874094231113653 0.9502423831020276 not prognostic GSK3A 0.2012118810148979 -0.29730504684774645 0.6997288088775422 0.428895824211864 0.6772318014407087 not prognostic GRK6 0.10149185999679344 -0.2822806883450564 0.48526440833864326 0.604228835181724 0.8034547395487859 not prognostic GRIPAP1 -0.27866353104573943 -0.6952207382181043 0.1378936761266254 0.18980587267907378 0.44683985750611294 not prognostic DBR1 0.2740417176804654 -0.19184692180729135 0.7399303571682222 0.24896122625195405 0.5178786846267994 not prognostic GNL1 0.24801512302289544 -0.21062611686832075 0.7066563629141116 0.289203132587338 0.5627549763213294 not prognostic NIPBL 0.575176828574299 0.12958271375308306 1.0207709433955148 0.011408240277086663 0.09518916607712664 not prognostic AIDA -0.06188403659555832 -0.4852537909452421 0.3614857177541255 0.7745041501938487 0.8950736616348944 not prognostic FAM172A -0.32912702759457185 -0.6978913626462866 0.03963730745714289 0.08024026800142132 0.27503488492217654 not prognostic NIF3L1 -0.5102420953038223 -0.9122011763545431 -0.10828301425310138 0.012847996648498772 0.10072514360246017 not prognostic GOLGA1 -0.20601932468824022 -0.5374786188635469 0.12543996948706646 0.223140249390451 0.48773795234196965 not prognostic GOLGA2 0.18526300479909907 -0.19757333574351965 0.5680993453417178 0.34289019421573874 0.6111678098374496 not prognostic GOLGA3 0.19249692877716174 -0.23973426317984592 0.6247281207341694 0.3827271205805567 0.6428810338757457 not prognostic NHLRC2 0.16432388752295446 -0.200814839530299 0.5294626145762079 0.3777523057989953 0.6392017376334163 not prognostic NHEJ1 0.08058923791435582 -0.24545081986769243 0.40662929569640405 0.6280624107661847 0.8158796813101643 not prognostic GOLGA4 -0.21573762062640367 -0.6400857716853443 0.2086105304325369 0.319035839648503 0.5917397705351248 not prognostic GOLGA5 -0.19097225048253602 -0.5377951450752636 0.15585064411019156 0.28048898655231347 0.5530098869418327 not prognostic EXOC2 0.27968771456436065 -0.20401284383250934 0.7633882729612307 0.25708828774767434 0.5265869229478216 not prognostic NGLY1 -0.2101825904994267 -0.618554030565338 0.1981888495664846 0.3130879472239016 0.5853155964701588 not prognostic GOLGB1 0.06667298659227203 -0.4117932388849931 0.5451392120695371 0.7847642554308643 0.8999608529361507 not prognostic NFYC 0.05862124070194876 -0.4541038821625778 0.5713463635664753 0.8226888703924525 0.9181667235880862 not prognostic GOLIM4 -0.014659623684415982 -0.33180694189602333 0.3024876945271914 0.9278134700726711 0.9717728120683932 not prognostic FAM160B1 -0.21943774139725133 -0.6592034245359977 0.22032794174149498 0.3280751879604916 0.5991956666279643 not prognostic GOSR1 -0.2227969898555388 -0.6389817885194008 0.19338780880832318 0.2940717219170378 0.5682763061349535 not prognostic GPATCH8 0.6919854849299819 0.156884935813009 1.227086034046955 0.011257532429380778 0.09428315045860253 not prognostic FAM120A -0.40931413839488107 -0.886454969742673 0.06782669295291088 0.09269485658724738 0.3006873373281253 not prognostic GPN1 0.08592676258154937 -0.38058376620802664 0.5524372913711254 0.7180945451140234 0.8675078211315411 not prognostic FAM114A2 -0.037013357777755704 -0.369424219200063 0.2953975036445516 0.8272432883281007 0.9203814042999237 not prognostic NFRKB 0.06365330460817403 -0.33513442299784757 0.46244103221419564 0.7543994960299323 0.884628511847542 not prognostic GPS1 0.3129144190256339 -0.2937139000756248 0.9195427381268926 0.312016618419972 0.5844110428271987 not prognostic FAF2 0.19946647133405673 -0.16729171866489032 0.5662246613330038 0.286444756711563 0.5589668497904584 not prognostic FAF1 -0.06503847570625737 -0.38998936092788766 0.2599124095153729 0.6948483003458505 0.8559406759763897 not prognostic GOLGA7 -0.06440789225375959 -0.49826363880282426 0.3694478542953051 0.7710775381593968 0.892957857863288 not prognostic GTPBP2 0.6181461839498292 0.20884083235281092 1.0274515355468474 0.0030763802500802843 0.0479005780503805 unfavorable NAA10 0.2459605227821126 -0.2083585939453323 0.7002796395095575 0.28864870722445296 0.5621648631238911 not prognostic AGFG1 0.2706588815779052 -0.1768863107054855 0.7182040738612958 0.23589325134311856 0.5021284544162959 not prognostic LRRC57 -0.02126154873276782 -0.361263386575447 0.31874028910991137 0.9024526322634957 0.9571920882188221 not prognostic LRRC8A 0.0680245752208078 -0.36107064114488374 0.4971197915864993 0.7560183607743561 0.8853672183142983 not prognostic LRRFIP1 -0.036941297290334504 -0.36324286589454435 0.2893602713138753 0.8243981860552991 0.9189289043517297 not prognostic LSG1 0.056219045543764716 -0.3352692709288252 0.44770736201635464 0.778359556975446 0.8959440876319321 not prognostic MKRN2 -0.3082454250885537 -0.7212684505234865 0.10477760034637917 0.14353546702198083 0.3830322015641712 not prognostic LSM3 -0.08274464493980666 -0.5837838144669363 0.4182945245873229 0.7461800638246565 0.8807580898381212 not prognostic LSM4 0.000704509443876908 -0.47128998288623825 0.47269900177399204 0.9976658034583749 0.9985580702473819 not prognostic MKLN1 -0.034151112758820115 -0.6121950022824096 0.5438927767647694 0.9078145212610729 0.9602626900815673 not prognostic MKL2 -0.09688121389099068 -0.47628144164837216 0.2825190138663908 0.61673441888519 0.8087920392967785 not prognostic MKL1 -0.19019558578970083 -0.896917516119568 0.5165263445401663 0.5978653957698778 0.7987895669792145 not prognostic LSM6 -0.11726336710320064 -0.5765123322066601 0.34198559800025885 0.6167569795079884 0.8087031689418599 not prognostic DPH6 -0.27242977302116195 -0.6711791623906923 0.1263196163483684 0.18054853996630074 0.43558369127412844 not prognostic MLLT4 -0.24649005304444432 -0.5555056927797526 0.06252558669086394 0.11796114526017733 0.345358447846425 not prognostic LTN1 0.356093492636906 -0.11586734854470415 0.8280543338185161 0.13919676181340604 0.3773020310370646 not prognostic LYSMD3 -0.029539158209349537 -0.4004878102388519 0.3414094938201528 0.875974168812153 0.945005028723365 not prognostic LZTR1 0.044103133599370646 -0.3852001171496981 0.47340638434843935 0.8404242823194044 0.9270969196162676 not prognostic LZTS2 0.014611634071800213 -0.4352500396414509 0.46447330778505136 0.9492408096575654 0.9809040822788762 not prognostic ACTG1 -0.02750492044263974 -0.4299756105173615 0.374965769632082 0.8934466222792836 0.9535138406563864 not prognostic MACF1 -0.08651983549935632 -0.5636229943777105 0.3905833233789978 0.7222690697309061 0.8695004681055267 not prognostic DOHH -0.11052385298109911 -0.5185907012226675 0.2975429952604693 0.5955219049761671 0.7970859045076429 not prognostic DLG1 -0.6087939640105045 -1.011024738197687 -0.206563189823322 0.003012185147694567 0.0476468085288153 favorable MAD1L1 0.429160152803498 -0.0380464540798211 0.8963667596868171 0.07180436767567375 0.26090280186700776 not prognostic DOCK9 -0.20533702671773355 -0.6546116284697905 0.24393757503432337 0.37036792616501857 0.633410514413641 not prognostic MIER1 0.001184549370060207 -0.4650153629507207 0.4673844616908411 0.9960265538099907 0.9982565472137969 not prognostic MADD 0.3069703252992607 -0.183729822870756 0.7976704734692774 0.2201584922476593 0.4842945899492122 not prognostic MAEA 0.3468617319099272 -0.23555652250439663 0.929279986324251 0.2431033279237661 0.510676699883031 not prognostic MITD1 0.0336968780860084 -0.3931782642330156 0.4605720204050324 0.8770447485890014 0.9458180720449686 not prognostic ACTN4 -0.09639727146980004 -0.43972067896807143 0.24692613602847135 0.5821050169348414 0.7878437213329759 not prognostic LRRC47 -0.0810373097521545 -0.4478777258988582 0.2858031063945492 0.6650379240282747 0.8376596136501328 not prognostic DIS3L -0.0066778680817597665 -0.42495656615661104 0.41160082999309155 0.9750374255425425 0.9903017664075306 not prognostic DVL2 0.6487153575518416 0.2153073208545861 1.082123394249097 0.0033502352561976464 0.0509247134953099 not prognostic MORC3 0.004156971004003536 -0.40861608608053385 0.4169300280885409 0.9842519927582968 0.994471063216909 not prognostic MON2 0.3434008113704521 -0.07661701609395599 0.7634186388348602 0.10905842172365636 0.3303112482042948 not prognostic LAMTOR1 -0.15383771630127185 -0.5267337677703 0.2190583351677563 0.4187566274427451 0.6703250644546571 not prognostic LAMTOR3 0.029192609208397 -0.385796018245554 0.444181236662348 0.8903393884762061 0.9517860949286535 not prognostic MON1B 0.01187992818463876 -0.4129005608656946 0.43666041723497206 0.9562860585183486 0.984208424176891 not prognostic DIAPH1 -0.3295530365591678 -0.6601097546611411 0.0010036815428055013 0.05069969473569062 0.21666556895877714 not prognostic MOB2 -0.07245790979682647 -0.5833459609960681 0.43843014140241515 0.7810303664672518 0.897403089191646 not prognostic LARP7 -0.22422702842251144 -0.772431550541863 0.32397749369684015 0.42274621614035757 0.6728616663297105 not prognostic DUS1L -0.3391759839551565 -0.7128554189187148 0.03450345100840174 0.07524107898398306 0.26795281628623724 not prognostic MMS19 0.2998599234235232 -0.06337465051923807 0.6630944973662845 0.10566193928996825 0.32441404062520085 not prognostic LCMT1 0.12476012270794291 -0.2644250052408645 0.5139452506567503 0.5298068740500269 0.7491094351500144 not prognostic LRRC40 -0.09527227937618726 -0.44218113855388474 0.2516365798015102 0.5903914462001963 0.793064458789251 not prognostic ACIN1 0.18480465080697997 -0.44704108864056447 0.8166503902545243 0.5664701954520466 0.7772578789091453 not prognostic DRG2 -0.07262862095231284 -0.4169621333530844 0.27170489144845866 0.6793093043220602 0.8474092519988023 not prognostic LIN7C -0.639628735219976 -1.0763385075374106 -0.2029189629025414 0.004096039450118083 0.056418217226011064 not prognostic DRG1 0.15781708245664808 -0.22467619524182694 0.5403103601551231 0.4186975294276346 0.6703503184845516 not prognostic LMTK2 -0.1694370615607124 -0.5111524361192095 0.1722783129977847 0.33113325623283996 0.6012241012071823 not prognostic LOH12CR1 -0.4376827085962351 -0.8982414562232647 0.022876039030794493 0.0625168456181563 0.24188129594613372 not prognostic DIP2B 0.40325655611203887 -0.054533603743945 0.8610467159680227 0.084260006185912 0.28392165426513744 not prognostic LRBA -0.33371635332689975 -0.7195531038655208 0.05212039721172135 0.09003671328503668 0.2952742469014408 not prognostic DIS3 -0.24076426180132257 -0.631099109398071 0.14957058579542584 0.22668799267253095 0.49129450457447826 not prognostic LRCH1 -0.4537591274760354 -0.8566824383994134 -0.05083581655265751 0.027296759609429736 0.15104319455081855 not prognostic LRCH3 0.5582432936450982 0.05434201055935017 1.0621445767308462 0.02990611962817086 0.1589017739056461 not prognostic LRP1 -0.17641498526840357 -0.5655356813466678 0.21270571080986064 0.3742258739990191 0.6361200398544177 not prognostic DPP8 0.15439696252195678 -0.29052917183982613 0.5993230968837397 0.4964152145688805 0.7273985950957753 not prognostic DST -0.06293635339528263 -0.45520619849504484 0.32933349170447956 0.7531720589358074 0.8844634632282639 not prognostic MICALL1 0.4180784329239171 0.0022706077715690665 0.8338862580762652 0.048762001770395615 0.2121312934161088 not prognostic MICAL3 -0.251787866981098 -0.5844124562837012 0.08083672232150513 0.13790444741266134 0.3750481523953697 not prognostic DMAP1 0.5242471906933064 -0.08066691254744274 1.1291612939340556 0.08939503870928214 0.2938156319986061 not prognostic ACTR8 0.20137694953485238 -0.4593026093650704 0.8620565084347752 0.5502387373397657 0.7656648143305754 not prognostic DNM1L 0.10049718468579477 -0.2831645391125441 0.4841589084841336 0.6076734896237042 0.8042129715596487 not prognostic MFF 0.03331860141935737 -0.36427454437043744 0.4309117472091522 0.8695371435857289 0.9423757470673079 not prognostic MATR3 0.20670952536060394 -0.318690740988678 0.7321097917098859 0.44063967440594476 0.6870510283797324 not prognostic MAU2 0.7842389005803535 0.24732511021491344 1.3211526909457936 0.004199076269137881 0.05687493167563003 not prognostic MBD2 -0.26404389751593493 -0.7417257207710871 0.21363792573921725 0.27863459175530225 0.5514181034450091 not prognostic MBNL1 0.08510927150699535 -0.2973739490874219 0.4675924921014126 0.662744878105033 0.8365367113597011 not prognostic DNAJC21 0.008485838495485773 -0.389789304352932 0.4067609813439036 0.9666900868764544 0.9892303517893355 not prognostic DNAJC16 0.12712500902564022 -0.2072067686650198 0.46145678671630025 0.456121176511436 0.69913591736122 not prognostic DNAJC13 0.5575504662744705 0.1167948275438701 0.9983061050050708 0.013162932990112177 0.10212109104027237 not prognostic MCM3AP 0.47200641724680187 -0.10164945238186734 1.045662286875471 0.1068169919257948 0.3268395518495013 not prognostic MCRS1 0.1748026358978516 -0.3598114320646184 0.7094167038603216 0.5216208180576676 0.7443530736484377 not prognostic MARK3 0.01590396210587879 -0.42372376692636776 0.45553169113812536 0.9434744704356491 0.977766747749782 not prognostic DNAJB1 0.21786179092007776 -0.10627118082196632 0.5419947626621219 0.187716481115698 0.4454348410890125 not prognostic METTL3 -0.18903430895192033 -0.6205955684059312 0.24252695050209053 0.39060991277591806 0.6483371429519456 not prognostic METTL16 0.2589194155795047 -0.13229861326264902 0.6501374444216584 0.19457583175984802 0.45271242768864844 not prognostic METTL14 -0.1357910148434372 -0.5231987087140078 0.2516166790271334 0.4920885633948948 0.7243783143825211 not prognostic MED1 0.22512624242951815 -0.3230757955378327 0.7733282803968691 0.42088632954627614 0.6715728583902709 not prognostic MED10 0.21838466533994372 -0.29783841903352914 0.7346077497134166 0.4070198533430964 0.6618323187396916 not prognostic ADAM10 0.17205830330048788 -0.2875324221999983 0.6316490288009741 0.46309663211047336 0.7038031144602052 not prognostic MED12 0.36392015591557714 -0.13762258443373088 0.8654628962648852 0.15498190551602328 0.40137489154901834 not prognostic MED14 0.2554901048844233 -0.3633206831166534 0.8743008928855001 0.4183910866907563 0.670099355839417 not prognostic MED15 -0.2656407103010011 -0.7466668117137832 0.215385391111781 0.27908999650075816 0.551831435218924 not prognostic DNAJB12 0.04679205903509643 -0.3264377389420691 0.42002185701226197 0.8058974862272028 0.9113553358838129 not prognostic MED23 0.2966809396467441 -0.19854610493369618 0.7919079842271843 0.2403243378257311 0.5074584425834364 not prognostic MED24 0.1533254551700048 -0.3469479546291266 0.6535988649691362 0.5480423054604454 0.7636766942859716 not prognostic DNAJB2 -0.02287139496540587 -0.3458059734760823 0.30006318354527056 0.8895989174604667 0.9513352971838938 not prognostic MARK2 0.424719719944499 -0.03717941921531459 0.8866188591043125 0.07151369750677368 0.26026916007241657 not prognostic DNM2 0.49042422357490106 0.11648131613365875 0.8643671310161434 0.010155686688922506 0.09020224496619365 not prognostic MAPKAP1 0.11477465718318751 -0.3330024035327515 0.5625517178991265 0.6154003160221819 0.8082263502048694 not prognostic DOCK7 0.0457338581990272 -0.44777861322123436 0.5392463296192888 0.8558730326545751 0.9351514841782294 not prognostic DOCK6 -0.06851189830490007 -0.5011242796848424 0.3641004830750423 0.756260362046739 0.8855347922318145 not prognostic MIB2 -0.12913494774064382 -0.6361586709003502 0.3778887754190625 0.6176473804719632 0.8092780619589472 not prognostic MIB1 -0.11934847631934564 -0.8045133229600772 0.5658163703213859 0.7327986997448729 0.8749995677268401 not prognostic ACTR10 -0.00905327892708769 -0.5366650567116872 0.5185584988575117 0.9731714185346468 0.9902038538630177 not prognostic ACTR1A 0.46797082586428834 0.05191893499150746 0.8840227167370692 0.027485895584571336 0.15124844693833261 not prognostic ACTR1B -0.07409233500139534 -0.5110429368235346 0.36285826682074396 0.7396288324549133 0.8774210861228089 not prognostic MIA3 -0.27785684468603156 -0.6437851766597846 0.08807148728772157 0.13668744786251713 0.3734399513924675 not prognostic DOCK4 0.15568209262186183 -0.19068510151194262 0.5020492867556663 0.37834626630275325 0.6398439973948904 not prognostic MAGT1 0.08467555828270688 -0.29236638946256926 0.46171750602798306 0.6598168855558336 0.8343701379069743 not prognostic MAN1A2 -0.28500091897203017 -0.694316176335431 0.12431433839137063 0.17234812398310556 0.42461000385821246 not prognostic ACTR2 -0.08412509411568543 -0.5068636540642222 0.33861346583285135 0.6965118548508149 0.8568110245231308 not prognostic DNTTIP2 0.10175910697989263 -0.40348601301497455 0.6070042269747599 0.6930293360424657 0.8552297237199443 not prognostic MAP1S 0.007545313950902272 -0.4539949725181577 0.4690856004199623 0.974438781998981 0.9899183496240641 not prognostic DNTTIP1 0.3966668128232117 -0.02640163483447905 0.8197352604809025 0.06611367043564977 0.25028147628345554 not prognostic MAP2K2 0.13087626381853087 -0.3495281295119369 0.6112806571489986 0.5933749211572354 0.795520465576629 not prognostic MAP3K11 -0.052995969683445575 -0.4906682610742465 0.3846763217073554 0.8124053505869865 0.9144411747303608 not prognostic MAP3K2 0.06171258525658351 -0.5604615301832074 0.6838867006963745 0.8458579124301769 0.9299970391732009 not prognostic MAP3K4 0.28452132772888783 -0.07215939589720277 0.6412020513549784 0.11794739515840472 0.3454311510805356 not prognostic DMXL1 -0.33696772802423514 -0.7939981148719331 0.12006265882346273 0.14843594482261593 0.39040746592152775 not prognostic MAP3K7 0.24210695700930723 -0.24329443827250574 0.7275083522911202 0.32827982996873356 0.5993249016537666 not prognostic MAP4K2 0.25147029879143645 -0.1363593495919878 0.6392999471748607 0.20378254900824933 0.4635328153635305 not prognostic MAP4K5 0.30735163396769294 -0.07939341659841787 0.6940966845338037 0.11932561941364826 0.3466327938385441 not prognostic ACTR5 -0.06308835700673486 -0.6357183527932962 0.5095416387798265 0.829038347274897 0.9221493754692698 not prognostic MAPK14 0.335833607335759 -0.15343939538657125 0.8251066100580893 0.17852652320130707 0.43280475554327164 not prognostic MAPK3 0.5177311624225367 0.12951764611568717 0.9059446787293862 0.008952662344421694 0.08340602078002854 not prognostic MAPK9 0.05821669768352449 -0.3466496372852649 0.4630830326523139 0.77807547320734 0.8958474423386464 not prognostic ACAP2 0.2860545053731018 -0.09126725732915403 0.6633762680753577 0.13730969555438433 0.3744543723114233 not prognostic AGK -0.07690975251517075 -0.4062359191986016 0.2524164141682601 0.6471510602679635 0.8286532383551312 not prognostic DHX8 0.17726451086795394 -0.22119150932525686 0.5757205310611647 0.3832379412642306 0.6426539217341556 not prognostic DHX38 0.00579630510313393 -0.41552615679188726 0.42711876699815515 0.978488427766827 0.9916693336876163 not prognostic DDX6 0.7643137285207613 0.14122382915691167 1.387403627884611 0.016208284348436984 0.11381393707573044 not prognostic EIF2B4 -0.4630656574568081 -0.9536237112588994 0.027492396345283276 0.06429603722296624 0.24610620831860486 not prognostic EIF2B3 -0.06137888746872559 -0.4730625261984922 0.350304751261041 0.7701217340565445 0.892543674434724 not prognostic EIF2B2 -0.37730664722547946 -0.8485872733681362 0.09397397891717729 0.11661425441979997 0.3434366512567333 not prognostic EIF2B1 -0.2606382202331538 -0.7858115381828796 0.26453509771657197 0.3306972771956779 0.6012860931626531 not prognostic EIF2AK4 -0.023653109909737135 -0.4527601979493985 0.40545397812992423 0.913966709940401 0.9640367523676261 not prognostic AFG3L2 -0.3990555186609887 -0.7167818019165362 -0.08132923540544124 0.013829525878067003 0.10466250649732366 not prognostic ILKAP 0.47693829790432685 0.017478085203001592 0.936398510605652 0.04189899804538855 0.19366119230788006 not prognostic ABCE1 0.07069835593747723 -0.4140762918602082 0.5554730037351627 0.7750034413186166 0.8951884673107438 not prognostic EHMT2 0.6944621217818099 0.23366860204591483 1.1552556415177049 0.0031382368817901426 0.04852613955555639 unfavorable MYCBP2 0.3492411791207612 -0.0837239369063339 0.7822062951478563 0.11388739352544401 0.33897401404032584 not prognostic INPP5B -0.18452419025193106 -0.569340795349834 0.20029241484597182 0.34730666471562355 0.615242692758009 not prognostic EIF2B5 -0.04648081995966523 -0.4384070117462172 0.3454453718268867 0.81619349188322 0.9157118211567004 not prognostic INPPL1 0.2743195738265021 -0.08688522138829308 0.6355243690412973 0.13661678600119076 0.37336083182804053 not prognostic ABCF3 -0.0312952638181189 -0.5279102923973404 0.4653197647611026 0.9017021913166919 0.9568495577644119 not prognostic DENND4B 0.04218373191160036 -0.40074540919359664 0.48511287301679734 0.8519246678029874 0.9331149438267857 not prognostic INTS1 0.28535776137542207 -0.24533627401701258 0.8160517967678567 0.291935181622875 0.5659800088933739 not prognostic INTS10 0.07959341682386609 -0.3898056157304548 0.5489924493781869 0.7396322882911391 0.8773089397284802 not prognostic MVB12A 0.339905589588827 -0.06501946789994317 0.7448306470775972 0.09991838697204881 0.3138839714248256 not prognostic DENND4C 0.02713857969225246 -0.36991403632722514 0.4241911957117301 0.8934312763536398 0.9536111370045467 not prognostic INTS2 0.2822536491216341 -0.22377672795620696 0.7882840261994751 0.27429335080552375 0.5473029573795083 not prognostic INTS3 0.15271568741645902 -0.278439502950103 0.583870877783021 0.4875432470928067 0.7224387108940581 not prognostic INTS4 0.12178768282438406 -0.3954244441239115 0.6389998097726796 0.6444314957280763 0.8271821048392067 not prognostic INTS7 0.7297345177819069 0.2617631659392497 1.1977058696245642 0.0022409885263886646 0.040946061789301456 unfavorable INTS8 0.12134335097938885 -0.39755334974648227 0.64024005170526 0.6467116739284388 0.8284460747862802 not prognostic INTS9 0.19315751011040105 -0.2316341889842074 0.6179492092050095 0.3728125394012797 0.6348023326853665 not prognostic DENND4A 0.04167971537817163 -0.33735151926092977 0.420710950017273 0.8293579525371166 0.922275710975631 not prognostic IP6K1 0.16029051579890424 -0.1762569082537394 0.4968379398515479 0.35056705706938873 0.6180832733245839 not prognostic IKBKG 0.3083208566175147 -0.07926917018650503 0.6959108834215344 0.11896895031125686 0.3460458129099034 not prognostic IKBKAP 0.22766023106043035 -0.10209215320242851 0.5574126153232892 0.1760063445105065 0.42972042607105665 not prognostic EIF4E2 0.5771511836824413 -0.0317293177548883 1.186031685119771 0.06319337602709212 0.24292412862625837 not prognostic EIF4E -0.02275324924942084 -0.4731755056100938 0.4276690071112521 0.9211316673909077 0.9683996968237197 not prognostic AGAP3 -0.06739188417087931 -0.4909234765876822 0.35613970824592356 0.7551413538720148 0.8848031070823384 not prognostic EIF4B 0.3786124054498056 -0.0831460043596905 0.8403708152593017 0.10804443284415223 0.3286856293760431 not prognostic EIF4A3 0.6331579545231024 0.115387590742144 1.1509283183040608 0.016541146982181013 0.11488975091657612 not prognostic EIF4A1 0.40866795142276713 -0.13231217454544397 0.9496480773909782 0.13871354437964004 0.3763340493427022 not prognostic NAA35 -0.24925093969580664 -0.8123232481919582 0.313821368800345 0.38561205286478095 0.6443420510075372 not prognostic NAA30 -0.14513199653857717 -0.5663596748290791 0.2760956817519248 0.49948754382836436 0.7286804594908499 not prognostic EIF3L 0.5244989700879903 -0.14860326490314046 1.197601205079121 0.12669748999983219 0.35783048200898976 not prognostic EIF3J 0.05585613044798429 -0.4139160394114588 0.5256283003074274 0.8157298534031889 0.9156506240620299 not prognostic EIF3H 0.4102113059000253 -0.15254456816475115 0.9729671799648018 0.1530955525175795 0.39763982642584544 not prognostic EIF3G 0.09998104013269686 -0.4955194115471961 0.6954814918125898 0.7421054392395121 0.8786128005172378 not prognostic MYO18A -0.386881387690566 -0.7834577227798591 0.00969494739872706 0.05586984432557039 0.2279866528016553 not prognostic EIF3F 0.18743081098934167 -0.29012457289286736 0.6649861948715508 0.44174720001915935 0.687460921566406 not prognostic NAA15 0.26080433024852817 -0.13314159709975582 0.6547502575968122 0.19443978202342221 0.4527488604566188 not prognostic MED8 0.5130778004434211 -0.06554042458189058 1.0916960254687327 0.08221826424887203 0.279779597043007 not prognostic EIF3C;EIF3CL 0.41842394636087643 -0.2313109435040911 1.068158836225844 0.20687655900039495 0.4678367852312543 not prognostic EIF3B 0.6776031498746732 0.09308378111855187 1.2621225186307945 0.02308136869053406 0.13972109120104897 not prognostic EIF3A 0.19704839693162787 -0.41024917175434394 0.8043459656175997 0.5248123686735194 0.7464090765264527 not prognostic AFTPH 0.2186008271276554 -0.3794443163348682 0.816645970590179 0.4737338590418071 0.7117535224033057 not prognostic EIF2S3;EIF2S3L 0.48828941315462454 -0.09952324727234602 1.0761020735815952 0.103499402013234 0.3205223611983687 not prognostic DDX54 -0.07761691320093787 -0.4353800608078847 0.28014623440600894 0.670679751432238 0.8425137946643506 not prognostic EIF2S2 0.2303344897043909 -0.2875109096938679 0.7481798891026497 0.3833283631770178 0.6425648446964688 not prognostic MYO9B 0.08061510585855078 -0.32314537194164095 0.48437558365874256 0.695554944157444 0.8565754353564782 not prognostic EIF2S1 0.3759807678143104 -0.21449746922142415 0.966459004850045 0.21203606594960142 0.47352429494806225 not prognostic IK 0.3272113560953469 -0.19550377447048373 0.8499264866611775 0.21985782013594238 0.4839899345161279 not prognostic EIF3E 0.36316749761179784 -0.19383133443300055 0.9201663296565963 0.20128063102659413 0.46124020721297604 not prognostic IPO11 0.19815536309129758 -0.278571820051833 0.6748825462344282 0.4152587790680552 0.6678304021908206 not prognostic IPO13 -0.13862333229945933 -0.5699779207777997 0.2927312561788811 0.5287805159001369 0.7488408666330156 not prognostic IRAK4 -0.1920462336528548 -0.6039914088625172 0.21989894155680764 0.36086251743223097 0.6250342655389367 not prognostic KIAA0355 0.4228019643623495 -0.0061794259271048535 0.8517833546518039 0.053392724297211494 0.22264790900462716 not prognostic KIAA1033 0.23782314108472133 -0.2606370678177158 0.7362833499871585 0.349721621850164 0.6172004100974804 not prognostic KIAA1279 0.3089938632854729 -0.09469024720552327 0.712677973776469 0.13355622642913026 0.369052128154322 not prognostic KIAA1429 0.3361332917029609 -0.21951757395996507 0.8917841573658869 0.2357593413227178 0.501962754545135 not prognostic KIAA1468 -0.20285570229368688 -0.5626421411425702 0.15693073655519635 0.269128451117033 0.5421932994713763 not prognostic KIF13A 0.1710407325509279 -0.18760446785119594 0.5296859329530517 0.3499314183786809 0.6174489532409007 not prognostic DHX16 0.531412901785932 0.06652249213887146 0.9963033114329927 0.025063616496886747 0.14477068290104972 not prognostic KIF16B 0.24731477580450195 -0.18713962658023736 0.6817691781892412 0.26454339886127837 0.5366999886709779 not prognostic MRPL54 -0.1384598988661122 -0.4974725461207435 0.22055274838851907 0.44971123326922224 0.6943032715053193 not prognostic KIF1B 0.15473124151476358 -0.3396874342543166 0.6491499172838437 0.5396235919091228 0.7565377416790442 not prognostic KLC4 -0.21254243330265063 -0.630803278100857 0.20571841149555573 0.31926441866743954 0.5920410812613062 not prognostic E2F4 0.5777453126750309 0.1220305890895021 1.0334600362605597 0.012962418903564034 0.1011791948069824 not prognostic KIAA0196 0.12823000611153124 -0.2723194585789042 0.5287794708019666 0.5303619584800846 0.7493026060079213 not prognostic DYRK1A 0.3193241362758851 -0.11873890378042096 0.7573871763321911 0.15308841598287498 0.39773667681215313 not prognostic KPNA3 0.015519574983518324 -0.34761248920838916 0.37865163917542577 0.9332431652044149 0.9741548394631137 not prognostic KPNA6 0.17356760580681205 -0.2655236414561831 0.6126588530698073 0.43848697902665135 0.6856049464243118 not prognostic KPNB1 0.47279474645035424 0.11123920739234905 0.8343502855083594 0.010377715039340494 0.09100066870442257 not prognostic KRIT1 -0.2290490079574303 -0.6145900160065121 0.1564920000916515 0.24425789579841933 0.511900969354693 not prognostic DYNC1LI1 0.5381636461341633 0.07222039307280947 1.0041068991955173 0.023589188254783407 0.1411724615274571 not prognostic KTI12 -0.2376404414467701 -0.6654508334670758 0.19016995057353558 0.27627637251616155 0.5493009911475004 not prognostic MRE11A -0.12127317992267751 -0.5293002861484207 0.28675392630306573 0.5602047320261421 0.7734021535589899 not prognostic DHX36 0.00799379872697998 -0.4369395729394363 0.45292717039339625 0.9719096832728258 0.9901578737302696 not prognostic KXD1 -0.6550280219027522 -1.1077875520151133 -0.2022684917903913 0.004574399214416938 0.05867420654251411 not prognostic DYNC1I2 0.6697161307085043 0.1750521780451436 1.164380083371865 0.007964807767095837 0.07759404128270841 not prognostic DYNC1H1 0.5952058164554208 0.13218451329592062 1.058227119614921 0.011752179153798992 0.09670704040805365 not prognostic ADO 0.4171797644212898 -0.024337075150298704 0.8586966039928783 0.0640361900244899 0.24532135613575443 not prognostic KPNA1 0.1461394441115328 -0.4087497971870344 0.7010286854101 0.6057220037260633 0.8038880965549133 not prognostic KIAA0100 -0.1519043226498514 -0.6378893933395448 0.3340807480398419 0.5401237829062706 0.7567649809639814 not prognostic DGCR8 0.36807630941744807 -0.19385260728588627 0.9300052261207824 0.19920449045721556 0.458949511853693 not prognostic KDM5A 0.10496205901835869 -0.3555152192149274 0.5654393372516447 0.6550498815840275 0.8317489136039992 not prognostic IRF2BPL -0.2394443637780022 -0.570996081039074 0.09210735348306953 0.1569300136128571 0.4043149386693265 not prognostic IRF3 0.04134589741804917 -0.30001599178183075 0.3827077866179291 0.8123529494024383 0.914497165346414 not prognostic IST1 0.2609818094484328 -0.12476465555291444 0.64672827444978 0.18482670192705244 0.4420928299099387 not prognostic MTOR -0.1722297985975065 -0.6475544264182413 0.3030948292232283 0.47759492425692207 0.7153935681566377 not prognostic ISY1 0.40862782454606633 -0.09932902574130814 0.9165846748334407 0.11486445558654604 0.3406364593793795 not prognostic ITCH -0.20326112859601092 -0.6529126008980648 0.246390343706043 0.37562557210954706 0.6375309473169242 not prognostic ITFG2 0.1508185567181842 -0.2603113471837566 0.5619484606201249 0.47214610738106055 0.7105604470301959 not prognostic MTMR3 0.432100252096024 -0.051181306081596434 0.9153818102736444 0.07970564548370415 0.27404172197219784 not prognostic MTMR2 0.30348004838228076 -0.10230897984839515 0.7092690766129567 0.14269982135811693 0.38194065788317516 not prognostic MTMR14 -0.5921205058053222 -1.0346394299295127 -0.14960158168113152 0.008727048949883423 0.08190070151814076 not prognostic EFTUD1 0.011536543502856426 -0.4131556169086271 0.43622870391434 0.9575395613474647 0.9848192639567893 not prognostic EEF2 0.21905163866143773 -0.23216966236843112 0.6702729396913065 0.3413548302080506 0.609888204919712 not prognostic EEF1A1;EEF1A1P5 0.17316378929595885 -0.35059366990164176 0.6969212484935595 0.5169850035209183 0.7411636087306296 not prognostic ITSN2 0.005699045702012195 -0.5339337674677647 0.545331858871789 0.9834856710583374 0.9940333272731198 not prognostic MTMR1 -0.4468686165848304 -0.8934952088284986 -0.00024202434116216143 0.049875980948188146 0.21457936445417033 not prognostic ABI1 0.04674338087101258 -0.44316671978369987 0.536653481525725 0.8516571853508599 0.9331644572813913 not prognostic MTM1 -0.42002897153079427 -0.856913564209103 0.016855621147514488 0.05951821316341581 0.23630446228472804 not prognostic EDEM3 0.20653506858711826 -0.13568001046725367 0.5487501476414902 0.23685448143197532 0.5032174115473363 not prognostic KARS 0.06519245303477603 -0.28575445662266163 0.41613936269221374 0.7157937834521355 0.8662478701334102 not prognostic KBTBD2 0.7273726805770004 0.177335818224162 1.2774095429298389 0.009545572612120426 0.08667496105102858 not prognostic KCMF1 0.416101292714798 -0.022128467254201145 0.8543310526837972 0.06274483268018824 0.24244906645909592 not prognostic EDC4 0.4920569176205868 0.09951293912787967 0.8846008961132938 0.01401689849271949 0.10545654807169547 not prognostic MTA1 0.048809636680007214 -0.3355629514226847 0.43318222478269913 0.8034486147612155 0.9110024630138251 not prognostic KCTD10 0.21332746645426412 -0.24264346779662424 0.6692984007051525 0.3591555064995271 0.6236460918716575 not prognostic KCTD9 0.10954403922620472 -0.37886734480546413 0.5979554232578735 0.6602316948652331 0.8344232586290842 not prognostic ECM29 0.06381191427043906 -0.3614566097490185 0.48908043828989667 0.7686858375832895 0.8916875231774023 not prognostic KDM1A 1.123242604991565 0.6039898360124144 1.6424953739707155 2.2374366444982288e-05 0.0091053501264512 unfavorable DYM -0.00343891390343915 -0.44242959901062273 0.43555177120374444 0.9877499718293997 0.995869988489709 not prognostic BLOC1S2 0.1382390060550459 -0.3182472477203011 0.5947252598303929 0.5528189100382503 0.7673469304763497 not prognostic AP5Z1 0.43735112530992726 -0.032638956945484354 0.9073412075653389 0.06817441696004227 0.25379025157723845 not prognostic CYB5R4 0.1604562868874891 -0.25168593046674015 0.5725985042417183 0.4454286223358489 0.6907885771302364 not prognostic STK38 0.08834601922687085 -0.32718426739307194 0.5038763058468136 0.6768916127075036 0.8468712421143488 not prognostic STK38L 0.1760913042843122 -0.321571282142292 0.6737538907109164 0.4879912742708713 0.7227437350780994 not prognostic CAPN1 -0.22872030447942535 -0.5752463932607828 0.11780578430193209 0.19578625902801194 0.4536424371319334 not prognostic STRAP 0.2007426195085495 -0.2465807187830884 0.6480659578001874 0.3790970024480429 0.640025544581808 not prognostic ATP6V1A 0.11923372118069907 -0.19321226291260263 0.4316797052740008 0.4544906539675907 0.6977117326769272 not prognostic ATP6V1B2 0.31047812678558034 0.01795594137245765 0.6030003121987031 0.03750051792152089 0.18011917218421486 not prognostic STRIP1 0.5067822814420929 -0.05769177295216399 1.0712563358363498 0.07846769434182548 0.272400646546089 not prognostic STRN 0.5712326827363141 -0.1080415211790422 1.2505068866516704 0.09930688290250016 0.31284114096625054 not prognostic STRN3 -0.010651608904133213 -0.5638512708526393 0.5425480530443729 0.9698964035691715 0.9899090858589594 not prognostic STRN4 0.7044347483600728 0.2699381280756248 1.1389313686445208 0.0014848735860527459 0.03365588155931705 unfavorable STT3A 0.05343092549850653 -0.39715950414858076 0.5040213551455939 0.8162179144571083 0.9156244816607556 not prognostic CAND1 0.4830215431468891 0.10233268609054036 0.8637104002032379 0.012889043764422495 0.1008702874325827 not prognostic STX12 0.1268677807218849 -0.23295471228059803 0.4866902737243678 0.4895324658622213 0.7231123852275974 not prognostic STX18 -0.23533835591215851 -0.6154923467592017 0.14481563493488464 0.22500120433072446 0.4890594276215043 not prognostic STX4 -0.8426298916877881 -1.2971705482907858 -0.3880892350847905 0.0002797199058755074 0.016053412290406525 favorable STX5 -0.2282690611178513 -0.6730207747616639 0.2164826525259613 0.31443837625451065 0.5867375536904198 not prognostic STXBP3 -0.6938591179685918 -1.144443509544172 -0.2432747263930115 0.0025430883166054252 0.043785134035708405 favorable ATP9B -0.0024644150158446812 -0.35831802413896296 0.35338919410727365 0.9891702784967816 0.9962922154777462 not prognostic CAMSAP1 -0.11164802904645203 -0.5720646413369911 0.348768583244087 0.6345884829608848 0.820073713618476 not prognostic SUDS3 0.33653983893684014 -0.1118305367295942 0.7849102146032745 0.14125906720583792 0.3799016006890558 not prognostic SUGP1 0.271941742582406 -0.21050624029747284 0.7543897254622849 0.2692574991125521 0.5423312462440222 not prognostic CAMK2G -0.014936793746075932 -0.3813768647448182 0.35150327725266634 0.9363232662241938 0.9755501224840227 not prognostic ATRAID 0.4452436513065897 0.012333498581363622 0.8781538040318158 0.043820595132920526 0.19834468565472066 not prognostic STK25 0.23839532437902658 -0.24164130402733228 0.7184319527853854 0.3303766915814484 0.6009472815377301 not prognostic STK24 0.3889136303447263 0.03507811499815572 0.7427491456912969 0.031219120853277812 0.16288157867097683 not prognostic CAPNS1 -0.3113966610020504 -0.7548541064593755 0.13206078445527464 0.16873173305638947 0.41997642648147204 not prognostic EHMT1 0.2966176476055637 -0.10013621669683603 0.6933715119079634 0.14284151351359875 0.3818632638062854 not prognostic SRBD1 -0.1781223212543272 -0.5826803332587542 0.2264356907500999 0.38816496088573227 0.6466767575009231 not prognostic SRCAP 0.06275633247365221 -0.35211527441967183 0.47762793936697623 0.7668653468758313 0.8908453938730138 not prognostic SREBF2 -0.1413430641806703 -0.5723596492656797 0.2896735209043392 0.5203992727868569 0.7433207864168363 not prognostic SRP54 -0.1575982931609409 -0.548614984416462 0.23341839809458018 0.4295519755823901 0.6777897140269896 not prognostic SRP68 0.014534321277567212 -0.41665224693657954 0.44572088949171396 0.94732532697516 0.9799426519247381 not prognostic SRP72 0.25505250483255215 -0.15008427180150746 0.6601892814666117 0.21724435045628365 0.48048139072013524 not prognostic SRPK2 0.1401333324500273 -0.23570257348193896 0.5159692383819936 0.4649087931594549 0.7050014270251693 not prognostic CASKIN2 -0.11525973486956681 -0.5593476639557455 0.3288281942166119 0.6109666273301269 0.805119843168476 not prognostic CASK -0.2975988174550414 -0.5968848044957656 0.001687169585682824 0.05130557059677261 0.21831690758217928 not prognostic SRRM2 0.20003433177658678 -0.3329878132760208 0.7330564768291944 0.46200957219616745 0.7032253825012389 not prognostic SRSF1 0.2842002427387577 -0.3550087424184724 0.9234092278959878 0.38352252438270107 0.6427699664541974 not prognostic SUN1 0.22361481239342962 -0.10592440246869778 0.5531540272555571 0.1835284467290583 0.4402813996691476 not prognostic SRSF10 0.3416458083284758 -0.20490239268570754 0.8881940093426591 0.22051185041896124 0.48471460761133317 not prognostic SRSF5 -0.1226408169329184 -0.7476673389422649 0.5023857050764281 0.700549936880366 0.8590636330488861 not prognostic SSR1 -0.08279952293492217 -0.47344785749073975 0.30784881162089545 0.677832684916029 0.8469833954017039 not prognostic SSR4 0.10520071794876254 -0.2646694019697776 0.47507083786730275 0.5772098177341587 0.7847774484698441 not prognostic ST5 0.24125934249516437 -0.11340611766530947 0.5959248026556382 0.1824480208814961 0.43827666513336044 not prognostic STAG1 0.22705773590288206 -0.14888814967794364 0.6030036214837078 0.23651304827997804 0.5030889335354344 not prognostic STAM 0.5256458457730933 0.016098502351088784 1.0351931891950978 0.04318807234665518 0.19677496779623604 not prognostic STAM2 -0.318650775100782 -0.7221342141330713 0.0848326639315074 0.12165113269125398 0.3496444914878963 not prognostic ATP6AP1 0.5442591690086142 0.22334100627610787 0.8651773317411204 0.0008873976874811794 0.025382976025619806 unfavorable STAT5A -0.2259240717929545 -0.6495450552141414 0.19769691162823236 0.29589303047135385 0.5701959323740919 not prognostic CAPZB 0.2502003517289049 -0.39525445464858083 0.8956551581063907 0.44740460106774815 0.6931326169509516 not prognostic CAPZA1 0.22236191416257933 -0.2735113282125957 0.7182351565377544 0.37945730238561004 0.6405130520849107 not prognostic SRSF2 0.03738765096156549 -0.5454380546697678 0.6202133565928988 0.8999459615309264 0.956119163828929 not prognostic SPTLC1 0.546632172426637 0.18807202689873226 0.9051923179545417 0.0028080531123734955 0.046384685452176944 unfavorable ATXN1 -0.3692080640831471 -0.8544794966580389 0.1160633684917447 0.13591021164248643 0.37279538138332746 not prognostic SYF2 0.2937878302045119 -0.25490516464408103 0.8424808250531048 0.2939813662987235 0.5682243463887029 not prognostic TBC1D9B -0.5342354015514515 -1.0078077747971657 -0.06066302830573739 0.027033844198273052 0.15005208128154904 not prognostic TBCC 0.58321112344252 0.13750156920609685 1.0289206776789432 0.010329075246486298 0.09066295164881552 not prognostic TBCK 0.05454010893482355 -0.5488928466832261 0.6579730645528732 0.859392519625839 0.9367106438044968 not prognostic TBK1 0.8349839906666452 0.33102652025518164 1.3389414610781087 0.0011647509140913998 0.02888646796083186 unfavorable TCEB2 0.058790358968765256 -0.38281658669983937 0.5003973046373699 0.7941491334647399 0.9055039724795996 not prognostic TDRD7 -0.244169391482295 -0.5700744663376427 0.08173568337305265 0.14199210184108393 0.38095753304861385 not prognostic TERF2 0.20748096124499257 -0.2075993114174027 0.6225612339073878 0.32723295520199847 0.5985120833347278 not prognostic TEX2 0.02510840164766814 -0.28839799029156243 0.3386147935868987 0.8752673235635613 0.9451535819400029 not prognostic TFIP11 0.13503355163966735 -0.4016951640470128 0.6717622673263475 0.6219419727150048 0.8121713071349823 not prognostic C7orf26 0.11696547310964926 -0.3072495746518626 0.5411805208711611 0.5889174648426794 0.7921541560601726 not prognostic C7orf25 0.0519846984634572 -0.395407631472478 0.4993770283993924 0.8198500986250252 0.9168271212827692 not prognostic TGFBRAP1 0.20994679398374513 -0.31684937167311034 0.7367429596406007 0.4347351194637832 0.6829590322090281 not prognostic BABAM1 -0.30451870949659676 -0.8478604002803107 0.2388229812871172 0.2719983818973609 0.5450316725888702 not prognostic THAP11 0.007907715366206032 -0.47077627545640405 0.48659170618881614 0.9741705949783328 0.9898705410102161 not prognostic THRAP3 -0.049131574939981264 -0.6033026238139803 0.5050394739340178 0.8620493220717892 0.9384639567739212 not prognostic TIA1 0.4353204151722584 0.04957274165888581 0.821068088685631 0.02697768612840793 0.15011263139069994 not prognostic TIAL1 0.2698506580235499 -0.21669071444182336 0.7563920304889231 0.27701219542590066 0.5499091320727469 not prognostic TIMM44 -0.1417855117865665 -0.4426597130628177 0.1590886894896847 0.3556823503379277 0.6218363762107922 not prognostic C3orf38 0.04618110448628865 -0.4919302530785771 0.5842924620511544 0.8664215972562838 0.9404792143835485 not prognostic C2orf76 -0.07158689537882901 -0.435084694960995 0.291910904203337 0.6995015870442745 0.8584835790003275 not prognostic ZZEF1 0.19832011849526127 -0.22547315676191665 0.6221133937524392 0.35904143496262253 0.6235689558138429 not prognostic TLK1 0.1203185761492462 -0.2581810432670928 0.49881819556558515 0.5332588041474436 0.7514978865940599 not prognostic ZYG11B -0.535684517154696 -1.03771655342172 -0.03365248088767181 0.03649711800333365 0.17700904522418534 not prognostic AZI2 0.06022572699852928 -0.3133019607833746 0.43375341478043317 0.7519913186489455 0.8840045005073541 not prognostic TBC1D8 -0.07102264098111491 -0.49070878560423925 0.3486635036420095 0.7401303321197651 0.8775509023266134 not prognostic TBC1D5 -0.26508108778436923 -0.684784511204931 0.15462233563619254 0.21575445252072242 0.47848640411642995 not prognostic TBC1D23 0.13513157327214206 -0.3757797382658232 0.6460428848101074 0.6041838665545913 0.8036336587822398 not prognostic CDK5RAP2 -0.11692107222797164 -0.5123118269261295 0.2784696824701863 0.5621970014691531 0.7751963274531538 not prognostic SYMPK 0.6890290137605409 0.12157687340128442 1.2564811541197973 0.01731794115941516 0.11835689099255263 not prognostic SYNJ1 0.18119586992668568 -0.246837234713509 0.6092289745668804 0.40671065132512074 0.6620509929661464 not prognostic SYNRG 0.4759689420757765 -0.14975465551079797 1.101692539662351 0.13599166567488777 0.3729045582809403 not prognostic CACTIN -0.464298297442126 -1.0014888310817665 0.07289223619751456 0.09026274428738564 0.2956905779747397 not prognostic SZRD1 -0.059822643047970595 -0.4410168095259595 0.32137152343001835 0.7583969014235803 0.8864135063244535 not prognostic TAB1 0.2182343397499417 -0.3496055953002626 0.7860742748001459 0.4512933343250284 0.6957859862600274 not prognostic TAF1 0.1722147437351415 -0.31707458174121533 0.6615040692114984 0.4902905087547095 0.7238738332587259 not prognostic TAF2 0.4684699048024987 -0.04805067871884816 0.9849904883238456 0.07546411624018108 0.2682136691934661 not prognostic TAF4 0.3045940698363843 -0.17062362889416804 0.7798117685669367 0.20902444931889544 0.4704363737436075 not prognostic TAF5L -0.20579481728447124 -0.692239930987671 0.2806502964187285 0.40700271074358396 0.6619246629041431 not prognostic SUPT6H 0.290321530998253 -0.15098055600944643 0.7316236180059523 0.1972552554798867 0.456219659599955 not prognostic TAF6 0.35772460514077964 -0.14965481578149842 0.8651040260630577 0.1670146822894777 0.4179101315085785 not prognostic TAF7 0.5080343282885118 0.10634122326835932 0.9097274333086642 0.013181405264688804 0.10217586262749685 not prognostic TAF9 0.20821136838678295 -0.33866018272840465 0.7550829195019706 0.4555342033648805 0.6988344281572609 not prognostic CAB39 0.11893205284439329 -0.33728638124527394 0.5751504869340605 0.6093895507587199 0.805174829979755 not prognostic TANGO6 0.18088755507017612 -0.2108821421171524 0.5726572522575046 0.3654903812298591 0.6287923487991792 not prognostic TANK 0.3297617716659945 -0.08380680983613392 0.743330353168123 0.11810179654348753 0.3455442432855699 not prognostic TAOK1 1.3587569520501064 0.7465377346849768 1.970976169415236 1.3617699030345994e-05 0.00761995371366798 unfavorable TAOK3 -0.5658978847472133 -1.017817893534842 -0.11397787595958447 0.014116594238136729 0.10585081089952943 not prognostic TARDBP 0.909630226928535 0.3400076805651675 1.4792527732919025 0.001748858053233932 0.03550459444581268 unfavorable TBC1D10B 0.5853034735178215 0.10652706244400428 1.0640798845916388 0.016572686968276764 0.11493049297210059 not prognostic TBC1D15 0.28370386387208557 -0.09365900691438045 0.6610667346585516 0.14061257571141955 0.3790738904981449 not prognostic TBC1D20 0.16329480366515764 -0.16729062900297026 0.49388023633328554 0.3329760364388087 0.6031022565722545 not prognostic TAF6L 0.2790884152636458 -0.3133840888326255 0.8715609193599171 0.355874296985778 0.6219290612753603 not prognostic CAST -0.30661865467131305 -0.6571573297645152 0.04392002042188914 0.08645632752711419 0.28839176615136114 not prognostic SPTBN1 -0.2921663662893938 -0.674881170580626 0.09054843800183843 0.13458952025773804 0.37076306919000884 not prognostic SPTAN1 -0.4356043628344673 -0.8268110580491909 -0.04439766761974373 0.029080142889510205 0.15655713727587783 not prognostic CDC26 0.08557365758521905 -0.40824787549713865 0.5793951906675767 0.7341280456881029 0.8755359521840396 not prognostic CDC16 0.4181190281584293 -0.03447505746553381 0.8707131137823924 0.07019205087011418 0.25755304567218534 not prognostic CCZ1;CCZ1B -0.06935330407821994 -0.5036285829575289 0.36492197480108907 0.7542774853050724 0.884833113985366 not prognostic CCT8 0.3968647554618572 -0.06981499817013803 0.8635445090938524 0.0955632105412091 0.3055633657055161 not prognostic CCT7 0.38249093281790647 -0.07371414103829255 0.8386960066741055 0.10032692784281683 0.3145052468405949 not prognostic CCT6A 0.3936516435833935 -0.07329468777839626 0.8605979749451833 0.09847008408681074 0.31152037555802703 not prognostic CCT5 0.42394156166644137 -0.09690795893814841 0.9447910822710311 0.11064561526457356 0.33208521403410224 not prognostic CCT4 0.43528228724417317 -0.014624323836881559 0.8851888983252278 0.05792634965055655 0.23193855475019354 not prognostic CCT3 0.3972653523735547 -0.0378547830848312 0.8323854878319406 0.0735423521330739 0.2649596292343705 not prognostic CCT2 0.31304843373193186 -0.1530904613437225 0.7791873288075862 0.1880841473302795 0.44524520651718463 not prognostic ATE1 0.13324361283659225 -0.24536710448272075 0.5118543301559053 0.4903415487927927 0.7238298246235569 not prognostic CCNY -0.029539342929259416 -0.4197887021681469 0.36071001630962807 0.8820613892436221 0.9476893817230467 not prognostic CCDC93 0.24793375303707418 -0.2582025482812004 0.7540700543553488 0.33700512351991235 0.6061082504768532 not prognostic CCDC9 -0.04108956038398067 -0.45097475812788435 0.36879563735992305 0.8442348388039671 0.9294680904835118 not prognostic CCDC88A 0.5109354118831984 0.11958449291507567 0.902286330851321 0.010501386799114736 0.09154714314749195 not prognostic SLC9A6 0.17388742802228058 -0.18906972930285038 0.5368445853474115 0.3477359420806275 0.6153943248562677 not prognostic CCDC53 0.15700691230715566 -0.2625124786679299 0.5765263032822413 0.46323838425511044 0.703899058763748 not prognostic SLK 0.20950181942647558 -0.15941253768951044 0.5784161765424616 0.2656917340285001 0.538297826376366 not prognostic SLMAP 0.11032179224038907 -0.3519585670786565 0.5726021515594346 0.6399709591557123 0.8235820033521766 not prognostic SLTM -0.06092307224255567 -0.6665599920759057 0.5447138475907943 0.8437027807971587 0.9292251195075608 not prognostic SLU7 0.2365851864513776 -0.24274522614140664 0.7159155990441619 0.3333501529976617 0.6034136513926537 not prognostic SMAD3 0.11217815388272456 -0.2988293289160928 0.5231856366815419 0.5926900038085375 0.7950784543149291 not prognostic SMAD5 -0.05570545167345805 -0.4360465616371213 0.32463565829020524 0.7740664596687069 0.8951455713528716 not prognostic CDC37 -0.1790560161545981 -0.5589939255189438 0.2008818932097476 0.35564980253179745 0.6219009144662466 not prognostic CDC40 0.1405077594718884 -0.35273386539745344 0.6337493843412303 0.5766210675989636 0.7843343084493346 not prognostic CDC42BPA -0.09176709567819655 -0.4411438158968729 0.25760962454047975 0.606690651177768 0.8035061242595498 not prognostic CDC42BPB -0.34357661484622176 -0.7514634787120489 0.06431024901960541 0.09875030036383661 0.312076046296304 not prognostic SFPQ 0.26022178636220017 -0.3099839227262351 0.8304274954506354 0.3710766376262794 0.6335333975339587 not prognostic CDKN2AIP 0.11601071788774497 -0.27755487061987244 0.5095763063953624 0.5634426788811691 0.7760772775420165 not prognostic ASCC1 -0.10846263084797632 -0.4866414789400828 0.2697162172441302 0.5740325403775428 0.7825968225978591 not prognostic CDK9 0.35390952456089536 -0.17848994905146748 0.8863089981732581 0.1926174673398888 0.4507329286706807 not prognostic CDK7 0.643005602925328 0.10189978163872915 1.184111424211927 0.01985589719134532 0.12807625904475117 not prognostic SGSM3 0.33815683364950777 -0.1442599084627454 0.8205735757617609 0.16948376603194298 0.42067872394898403 not prognostic CDK5RAP3 -0.23200256552293247 -0.5758439029146716 0.11183877186880659 0.1860147712210109 0.44327661611437597 not prognostic ASCC3 -0.06413352976800275 -0.4517691323081242 0.32350207277211873 0.7457320449422427 0.880577551881812 not prognostic SH3GLB1 0.36440472788611 -0.00546936121566971 0.7342788169878898 0.05348530046513669 0.22251575049459515 not prognostic SH3GLB2 0.19264084945589555 -0.21368141632353582 0.598963115235327 0.352766985866691 0.6195219349675332 not prognostic SHARPIN -0.06398380171407222 -0.5238073715664892 0.39583976813834465 0.7850636730220295 0.9001889170807159 not prognostic SMAP2 -0.4657929070018932 -0.84014912468205 -0.09143668932173632 0.014740764564547437 0.1082642043858845 not prognostic SHOC2 -0.34866281528397924 -0.8194739965783531 0.12214836601039458 0.14665006120139282 0.3879899521087677 not prognostic CDK12 0.34130056637241174 -0.19076648313740502 0.8733676158822286 0.20866617108233496 0.47010272513843604 not prognostic CDK11B 0.29312867740499104 -0.18232443009293875 0.7685817849029208 0.2269062847196685 0.4912918904704213 not prognostic SIN3A 0.3735469900027498 -0.06725060950209455 0.8143445895075943 0.09672536914241567 0.30839823003278044 not prognostic SIN3B 0.4652947892567212 0.015066331514441644 0.9155232469990007 0.04281074283359343 0.19595326205989874 not prognostic SIPA1L1 -0.2620226905662803 -0.6750666635630167 0.15102128243045615 0.2137417289263331 0.47602728832772645 not prognostic ASUN 0.1655916890916544 -0.37616403845992846 0.7073474166432372 0.5491211066543785 0.7645849561238959 not prognostic SKIV2L -0.2809861252438467 -0.7385988968690751 0.17662664638138176 0.22879496428273866 0.4937096445464833 not prognostic SKIV2L2 0.29112695624374985 -0.23298532283584206 0.8152392353233417 0.2762884651058894 0.5492030701805124 not prognostic SLAIN1 0.6585035583570645 0.15134013568576965 1.1656669810283593 0.010933183665371961 0.09313491280311624 not prognostic PMFBP1 0.2095915256570783 -0.2494687665555044 0.668651817869661 0.37086525235674317 0.6335349369108799 not prognostic CDC5L 0.2892557723900533 -0.22328997627181957 0.8018015210519261 0.26867982440802324 0.5421434455544358 not prognostic CDK17 -0.1394977994654418 -0.7010122474364244 0.42201664850554077 0.6263174888500888 0.8147951871076496 not prognostic SMARCAL1 0.43138811065308835 -0.0016442192506798126 0.8644204405568565 0.05087625903095996 0.2171092216893158 not prognostic SMARCC2 0.30679054032355363 -0.12455394202760173 0.738135022674709 0.16331466332614764 0.4128052458382269 not prognostic SMARCD2 0.14549678094413204 -0.30367106640751274 0.5946646282957768 0.5255055673527822 0.7468018007157871 not prognostic SNX2 0.02422436520462847 -0.5391083632082457 0.5875570936175026 0.932832118485888 0.9740664750179793 not prognostic SNX27 0.3386103716589166 -0.08491787530213724 0.7621386186199705 0.1171172467611285 0.3436744379719382 not prognostic SNX3 -0.007505362330818046 -0.4149950321303318 0.3999843074686957 0.9712028908385106 0.9898883745078763 not prognostic SNX33 0.10492863795861067 -0.30611788930323736 0.5159751652204587 0.6168471140785896 0.8087029158508732 not prognostic SNX4 -0.025386912857279193 -0.34181316738258893 0.2910393416680306 0.8750493026377093 0.9451461462800593 not prognostic SNX5 0.14852521361618767 -0.3141257956821373 0.6111762229145126 0.5292123923408012 0.748741869252085 not prognostic SNX6 0.0022907161204674567 -0.47119244525076676 0.47577387749170164 0.9924343128672849 0.997000045231239 not prognostic CCDC132 -0.20669781368619927 -0.683244747715281 0.2698491203428825 0.39526048361394694 0.6521870825277676 not prognostic SON 0.0604824986171373 -0.46667054922447493 0.5876355464587495 0.8220765517514964 0.9179410536082748 not prognostic ITGB1BP1 -0.27826243795368694 -0.6505785734803571 0.09405369757298321 0.14296399771153034 0.3820766183615914 not prognostic INO80 -0.039740667704700985 -0.46413292009063334 0.3846515846812314 0.8543792844356187 0.9345458440503475 not prognostic ATM 0.025398389132260467 -0.29577467176550937 0.34657145003003026 0.8768259724290921 0.9456960524223179 not prognostic SOS1 0.2884781982023842 -0.16244902833932034 0.7394054247440887 0.2098870379555582 0.47107511928205376 not prognostic CCAR2 0.15828368401464132 -0.1971270531552134 0.513694421184496 0.3827294153634069 0.642764294831848 not prognostic SPAST 0.4943069714867235 -0.054903806084882156 1.0435177490583292 0.07772705921929433 0.2713022850644609 not prognostic SPATA5 -0.34007983589354085 -0.7760428334625389 0.09588316167545724 0.1262890069307535 0.3571274412669097 not prognostic SPATA5L1 -0.2296259475292653 -0.67061329544641 0.21136140038787943 0.3074580698109818 0.5809776485896412 not prognostic SPECC1L -0.03699080021329364 -0.46231325779618004 0.38833165736959274 0.8646480748947796 0.9398074802152436 not prognostic SPEN 0.10697542531736198 -0.4032959307861275 0.6172467814208515 0.6811494829332272 0.8479326085513325 not prognostic SPG11 0.007963744147730418 -0.44528099251863074 0.4612084808140916 0.9725282170202626 0.9903372528414935 not prognostic SPG21 0.05834097678659136 -0.3447048661068637 0.46138681968004636 0.7766362868387667 0.8958032306193607 not prognostic CC2D1B -0.018557944464853333 -0.44573864019712617 0.40862275126741954 0.9321449941869989 0.9736896666615565 not prognostic SPNS1 0.23054699478952248 -0.1185901516917873 0.5796841412708322 0.19558595020191688 0.453530435679296 not prognostic SPRYD7 -0.04684742678534902 -0.43563778664109215 0.3419429330703941 0.8133034519932062 0.9145322539180074 not prognostic SPAG9 -0.08945515490986851 -0.479300868264127 0.30039055844439 0.652898534645465 0.8301946571056452 not prognostic BAG5 0.16685693460597698 -0.21827296495553092 0.5519868341674848 0.3957970682191879 0.6527115770429894 not prognostic SNX15 -0.2860713439783214 -0.7491018053241021 0.17695911736745928 0.2259288108555782 0.4900050008696685 not prognostic SNX12 0.32219492995461474 -0.17048074346016812 0.8148706033693975 0.19992792719612645 0.4596699363602774 not prognostic CCDC50 -0.14388241092286783 -0.525584252611893 0.23781943076615733 0.46002364236363236 0.7024717158590483 not prognostic CCDC47 -0.17454903663558596 -0.5852519575134398 0.23615388424226785 0.40485256724940444 0.6603470640524536 not prognostic SMC5 -0.2225978275391937 -0.6029351111714781 0.15773945609309079 0.2513415684258374 0.5202915750558432 not prognostic ATG16L1 0.2826509165616323 -0.14949423022658243 0.7147960633498471 0.199862503654744 0.4597556513928374 not prognostic SMG1 0.31190814477464407 -0.2264117048461078 0.8502279943953959 0.2561141239037059 0.5256739457381657 not prognostic SMG6 -0.3134155228280078 -0.7824390404070916 0.155607994751076 0.1902951529823984 0.4477562430095698 not prognostic ATG3 0.1065620671347405 -0.3484928570141933 0.5616169912836744 0.6462537287700261 0.8282149489948532 not prognostic CCDC186 -0.0787821120755844 -0.5976458155094402 0.4400815913582714 0.7660139705473413 0.8904340532732209 not prognostic SMU1 0.5922994771397496 0.10487938382684242 1.0797195704526568 0.017233198225056253 0.11795781629122984 not prognostic SNAP23 -0.2705040217480918 -0.6481879418977823 0.1071798984015987 0.16038988676981225 0.40910844907411087 not prognostic SNAP29 0.025760209127794042 -0.31592246538145574 0.3674428836370438 0.8825274426893868 0.9478488716888291 not prognostic SNX14 0.35816421750967364 -0.15405459225286666 0.870383027272214 0.17053508485042823 0.42188466832436694 not prognostic SNAPIN 0.16844256142022646 -0.31182452038468417 0.6487096432251371 0.4918231396034256 0.7241066549694901 not prognostic SND1 -0.6188726436223129 -1.1129805004721585 -0.12476478677246727 0.014093749846601025 0.10585683085286826 not prognostic SNRNP48 0.35881254538844765 -0.16357807513745337 0.8812031659143487 0.17822727831812632 0.4324305752797249 not prognostic SNRNP70 -0.013793434592955737 -0.7448059502898053 0.7172190811038938 0.9704989977143139 0.9897343121695241 not prognostic SNRPA 0.3937794996118654 -0.24716930285620686 1.0347283020799378 0.22853453963140452 0.4933855156305678 not prognostic SNRPA1 0.46134343192011623 -0.14122421743443164 1.0639110812746642 0.13345754963768788 0.3690072396251451 not prognostic ATG5 0.18628677270536548 -0.25083096972211627 0.6234045151328472 0.40356051668011805 0.6593206762476455 not prognostic SNRPB2 0.25100838592929914 -0.29843288385441596 0.8004496557130143 0.37057555385260676 0.6332817204890987 not prognostic ATG7 -0.007521530858205336 -0.4605726497320508 0.44552958801564013 0.9740420403108794 0.9900770194031906 not prognostic SNRPG;SNRPGP15 0.30173351117260855 -0.3158110687447187 0.9192780910899359 0.33824315902699065 0.607480642481173 not prognostic SNW1 0.5697091383619132 -0.035761781606025056 1.1751800583298513 0.06515401708614092 0.24769592992450942 not prognostic SNX1 -0.47950260441061265 -0.9261316235189063 -0.03287358530231893 0.03535884673579152 0.17355688312803808 not prognostic CCDC174 -0.07903614774672112 -0.5892556125764612 0.431183317083019 0.7614246269023077 0.8876347245646303 not prognostic SF3A1 0.4055160569303408 -0.19933970618991953 1.010371820050601 0.18883708328557713 0.44549628633880684 not prognostic ZW10 0.3713940499023318 -0.179425258225145 0.9222133580298086 0.18632789933296695 0.4437865609811261 not prognostic ZRSR2 -0.052206963469955625 -0.5510746852251338 0.44666075828522256 0.8374846023188963 0.9255647012172669 not prognostic BCR -0.16465636379510826 -0.5291170002565505 0.19980427266633397 0.3759008512031645 0.6376355287650496 not prognostic BECN1 -0.12447747631585451 -0.7765298151027477 0.5275748624710387 0.7082858892169686 0.862642302565572 not prognostic BPTF 0.3604784171553579 -0.08936513826647646 0.8103219725771922 0.11627536951770644 0.34334214488523274 not prognostic VPS8 0.29856905062881545 -0.2334744528766235 0.8306125541342544 0.27138393687794565 0.5446537518198268 not prognostic VPS53 -0.05804629433981293 -0.6449130473662557 0.5288204586866299 0.8462872959495881 0.9301264621454286 not prognostic VPS52 -0.23978167967225805 -0.8604419532210321 0.380878593876516 0.44893053550842277 0.6939356154017453 not prognostic VPS51 -0.11881556476396057 -0.6854135162115929 0.44778238668367165 0.6810693385508729 0.8480686770578534 not prognostic VPS4B -0.20364814099479606 -0.7020927103103853 0.29479642832079317 0.42326066931862183 0.6733213881324842 not prognostic VPS45 0.29896840203960945 -0.16627890832778003 0.7642157124069989 0.2078588578360406 0.46922853106557527 not prognostic VPS41 0.2418064053339217 -0.29813645355395646 0.7817492642217999 0.38008241847219715 0.6413264026727442 not prognostic VPS39 0.34906493902586855 -0.16060306508801314 0.8587329431397502 0.17948135362575296 0.4340617393331621 not prognostic VPS36 -0.4872861085002505 -0.8787572350562138 -0.09581498194428717 0.01470038681459331 0.10805629158543015 not prognostic VPS35 0.2831179256214267 -0.14094625642270014 0.7071821076655536 0.1906934194089726 0.4479869283570012 not prognostic VPS33B -0.20513143340642984 -0.6247936837486978 0.21453081693583817 0.3380461942369162 0.6074924883587135 not prognostic VPS33A 0.5394931093428618 -0.11387611222008809 1.1928623309058115 0.10558488846610517 0.3243999678919147 not prognostic VPS29 0.282265525042155 -0.2180567332905779 0.782587783374888 0.26883567130162944 0.5419693233874101 not prognostic UBE2F -0.2027909882702717 -0.6072083981922354 0.20162642165169198 0.3257039307541559 0.5980367703121324 not prognostic VPS26A 0.46760098808518696 0.056724724659258485 0.8784772515111154 0.02571078308373786 0.14661696875713698 not prognostic VPS18 0.5810927527468298 -0.0602424381264578 1.2224279436201173 0.07575616112904748 0.26850550696293035 not prognostic VPS16 0.453299534218134 -0.03518834356920325 0.9417874120054712 0.0689453823711585 0.2551748691066482 not prognostic VPS13C 0.1391742427970546 -0.2623846403021405 0.5407331258962497 0.49695165492475946 0.7275892341032496 not prognostic UBE2K 0.19612298591807628 -0.17424702719645244 0.566492999032605 0.2993330166601318 0.5728791146126891 not prognostic VPS11 0.39984456156936543 -0.2149817126758945 1.0146708358146252 0.20243739657751778 0.46258856854479746 not prognostic UBA5 -0.48255458312980215 -0.845812070969872 -0.11929709528973226 0.009224115901994484 0.0849624585088031 not prognostic UBA3 0.3002532724301286 -0.17063251632404575 0.771139061184303 0.21139392369414645 0.4727978513199333 not prognostic VWA9 -0.07059460342672505 -0.5368545124056316 0.3956653055521815 0.7666569679364195 0.8907188987717056 not prognostic BRAP 0.26347266488695825 -0.28568658957557796 0.8126319193494944 0.347042701817333 0.615018469788318 not prognostic WDR44 -0.15811435058307285 -0.5178375291761581 0.20160882801001243 0.3889674436952091 0.6470504502793027 not prognostic BRK1 0.2071305006520278 -0.28812136613533035 0.702382367439386 0.41237521493309337 0.6658242198910703 not prognostic WDR41 -0.03933091772651251 -0.4492826457487563 0.37062081029573124 0.850845564041652 0.932503407377269 not prognostic TUBB2B 0.5826189159936053 -0.0008837862980454192 1.1661216182852558 0.05034801164421708 0.2157806358308643 not prognostic WDR37 0.17107999573293206 -0.3732029108776923 0.7153629023435565 0.5378552812159441 0.7548860844531035 not prognostic WDR33 0.1474578811870883 -0.43181010997662056 0.7267258723507972 0.6178311827396616 0.8092820159573066 not prognostic BRE -0.01963136483570842 -0.4777139120966925 0.43845118242527564 0.9330601910746215 0.974191007660768 not prognostic WDR26 0.29789384299853394 -0.14543332398853276 0.7412210099856007 0.1878391352515093 0.44525384641428717 not prognostic TUBG1 0.3313191010750831 -0.10454847180179122 0.7671866739519575 0.13626597251013758 0.37308539812943786 not prognostic TUBGCP2 0.6277847819678795 0.1924467251208563 1.0631228388149025 0.0047075763616313175 0.05952956379334066 not prognostic TUBGCP3 0.5325107020172702 0.17629340658382764 0.8887279974507128 0.0033900756736089336 0.050754761715419365 not prognostic VPRBP -0.3468605430352435 -0.6681282025613181 -0.025592883509168884 0.03433638880943883 0.17050121409368046 not prognostic WDR1 0.11846164277362395 -0.22462263828507975 0.4615459238323276 0.4985677937376033 0.728406895778845 not prognostic TWF1 0.16318409911049273 -0.32818855350534115 0.6545567517263265 0.5151103878136178 0.7404918596813295 not prognostic BRD4 0.2535843774777261 -0.1752894341248054 0.6824581890802577 0.24650228470068103 0.5149171616717679 not prognostic BRD2 0.17631168022194946 -0.2124458141012824 0.5650691745451814 0.3740595814783719 0.6359581148833772 not prognostic WBP11 0.3149921971811397 -0.1990393740219959 0.8290237683842753 0.2297350186859805 0.49454619434854136 not prognostic WASH2P;WASH3P;WASH1 -0.19511610531089477 -0.6226953227573628 0.23246311213557327 0.37111580918704246 0.6334794737181298 not prognostic BRCC3 0.015658621629206615 -0.49265584363258863 0.5239730868910019 0.9518556398411304 0.9825854425801499 not prognostic WASF2 -0.07816696854840452 -0.4851711594584792 0.3288372223616701 0.7066048155605633 0.8618845931490087 not prognostic TYW1;TYW1B 0.12360561328757814 -0.25467219296256605 0.5018834195377223 0.521889484967228 0.7446177783126043 not prognostic TYW5 -0.13211780129831407 -0.5340997218531516 0.26986411925652337 0.5194628820569854 0.7432877070570866 not prognostic BCL7C 0.42594758833188234 -0.0800494264259905 0.9319446030897551 0.0989644185069245 0.3122017050361152 not prognostic WAPAL 0.6876722342696587 0.20567663128867325 1.1696678372506442 0.00516885700060526 0.06228368334645881 not prognostic BRD8 0.11922365148424507 -0.4082228012096143 0.6466701041781044 0.6577447745561604 0.8326907475397772 not prognostic WDR45B 0.05068676706762831 -0.30002529452684323 0.40139882866209986 0.7769741730228545 0.8960775178505239 not prognostic UBE2L3 0.20113066342845454 -0.17941219208932663 0.5816735189462356 0.3002432650200879 0.573517804933827 not prognostic UBE2R2 0.4334950248233795 -0.013564343714574656 0.8805543933613336 0.057368031704913586 0.23083864622655792 not prognostic UNC45A -0.31505058637197636 -0.8079797328972016 0.17787856015324882 0.21031825859460834 0.47157008995680655 not prognostic UNK -0.11849835726451176 -0.4667554964114739 0.2297587818824504 0.5048363294400802 0.7326632610596593 not prognostic USP9X -0.1354666291244617 -0.5410672563458853 0.2701339980969618 0.5127196975936996 0.7385968547958798 not prognostic USP8 -0.12897662525870449 -0.6337168777708844 0.37576362725347545 0.6164901014236672 0.8089456072176597 not prognostic USP5 -0.11139230274988847 -0.4727441956593046 0.24995959015952762 0.54571787800452 0.7619794388294553 not prognostic UPF1 0.06812435323992508 -0.39932833551427904 0.5355770419941293 0.7751569889109984 0.895019412138273 not prognostic USP47 -0.10901745719523229 -0.5462855270074592 0.32825061261699473 0.625090726583529 0.8142641168488776 not prognostic UPF2 0.08774083481635002 -0.40118608567347597 0.576667755306176 0.725042891259365 0.8704987267594335 not prognostic USP4 -0.48716008466918226 -0.874977635643551 -0.0993425336948135 0.01381553197882346 0.10464505736582609 not prognostic UPF3B 0.0983879008843339 -0.2761334170223057 0.47290921879097353 0.6066308951478667 0.8035458506079082 not prognostic USP34 0.684615253219965 0.2712325715338708 1.0979979349060591 0.0011705768218169903 0.028950757695379872 unfavorable USP25 0.2141582655888833 -0.3409130980495213 0.7692296292272879 0.4495319686040443 0.6942659504764549 not prognostic USP24 0.06320834569996692 -0.42565851438573066 0.5520752057856645 0.7999477181412967 0.9091053466005369 not prognostic BLOC1S3 0.33432201365850445 -0.08807889687182008 0.7567229241888289 0.12083628670356515 0.34830884573632287 not prognostic USP19 -0.3795069428637559 -0.9184713949719916 0.1594575092444797 0.1675586564347805 0.41821930612227204 not prognostic USP16 -0.2466876296376571 -0.671896521513782 0.17852126223846781 0.25550254086921476 0.5252615954999035 not prognostic USP15 0.1240204251262911 -0.34658450650362127 0.5946253567562035 0.6054931919890922 0.8040611907265415 not prognostic USP12 -0.4643021038571671 -0.9583132800689432 0.029709072354609067 0.06546128943784223 0.2485474657917733 not prognostic URGCP -0.00857524310954817 -0.37810253542513633 0.36095204920604 0.9637224158971663 0.9881134665056494 not prognostic USP10 0.030553438659751096 -0.3670022497315125 0.42810912705101467 0.8802679400258236 0.9468988185811846 not prognostic USO1 -0.17584535064537202 -0.49057686067385287 0.1388861593831088 0.2734894232006402 0.5466735445222888 not prognostic BLOC1S1 0.19493704967707415 -0.22950454129341918 0.6193786406475674 0.3680297764999093 0.6313413659711992 not prognostic URI1 0.12997588651955633 -0.2546448567356852 0.5145966297747979 0.5077560902229767 0.7358271731573828 not prognostic UNC119B 0.12935983905483497 -0.26298314417938906 0.5217028222890591 0.5181356626714516 0.742100238025517 not prognostic UMPS -0.24002642818447723 -0.6669936019281748 0.1869407455592203 0.2705377102358635 0.5436866710980215 not prognostic UHRF1BP1L 0.16929693114831634 -0.2684077783342712 0.6070016406309039 0.44840213245709026 0.6935978389579007 not prognostic UVRAG -0.1791566834596411 -0.5899061806784488 0.23159281375916663 0.39261877399616396 0.6501046575897274 not prognostic BICD2 0.5149040039374906 0.07548053856758064 0.9543274693074005 0.021639861077466127 0.13417013589096552 not prognostic UBE2V1 -0.010698718570662208 -0.5299212007713763 0.5085237636300519 0.9677857233136272 0.9894467946587763 not prognostic UBE3A -0.07137272267734084 -0.49924516419155857 0.35649971883687687 0.7437144156439417 0.8793548815716072 not prognostic BIN3 -0.21595562895055812 -0.5673634525999287 0.13545219469881245 0.22840239332831816 0.49333814896705247 not prognostic UBL4A 0.2715064714891719 -0.09975653726665751 0.6427694802450012 0.15176316983729218 0.3950961499137182 not prognostic UBP1 -0.2661557195106334 -0.6530438929047735 0.12073245388350673 0.17755002889109267 0.43137188837502105 not prognostic BIRC2 0.2526286838087433 -0.18106228890060205 0.6863196565180887 0.25358052587830027 0.5228711303980705 not prognostic UBR1 0.0026915012874602533 -0.44945927595819035 0.4548422785331109 0.9906912876536875 0.9964789460019621 not prognostic VCPIP1 -0.05518786658783971 -0.42026001672945396 0.30988428355377456 0.7670107064501408 0.8908986578682032 not prognostic UBR2 0.17514948796840404 -0.29449336506487966 0.6447923410016878 0.4648080747626394 0.7049680998390497 not prognostic BIRC6 0.22670412890636396 -0.27482459110930013 0.728232848922028 0.3756417221987096 0.6374375168394706 not prognostic UBE2N;UBE2NL 0.39859209826654374 -0.17587795275856044 0.9730621492916479 0.173859182881743 0.42633833589160375 not prognostic UBR4 0.3813782386979009 -0.1390309762504549 0.9017874536462567 0.15090395550725835 0.39366058090223893 not prognostic UBXN1 -0.21368963053200266 -0.7622929023025835 0.33491364123857825 0.44520288205276615 0.6905581086310492 not prognostic UBXN4 -0.2798912594018838 -0.65415500789283 0.09437248908906237 0.14271662655453612 0.3818714756553383 not prognostic UBXN7 0.007496876246269579 -0.3928621800724637 0.4078559325650029 0.9707233521206378 0.9895122590841477 not prognostic UCHL5 0.0735054579529975 -0.29553738591730444 0.44254830182329946 0.696253361214487 0.8567284693448738 not prognostic UCKL1 0.39490400915536467 -0.0019722228802180886 0.7917802411909474 0.051149401664892444 0.21806694909799146 not prognostic UEVLD 0.10487891260179193 -0.2911137827141107 0.5008716079176946 0.6036926225776271 0.8033382951750142 not prognostic UFL1 -0.23614494904688743 -0.6087287321585011 0.1364388340647263 0.2141508799738314 0.47658285568126085 not prognostic UGGT1 0.01462001988549853 -0.31361439362349236 0.34285443339448946 0.9304334217904668 0.973037078062148 not prognostic BOD1L1 0.22084018386185594 -0.2301090655642425 0.6717894332879544 0.33713610546374345 0.6061003116901396 not prognostic VAC14 0.07083661705179677 -0.2627759706772098 0.4044492047808034 0.6772907260926084 0.8467789234334762 not prognostic BNIP1 -0.010211495628808678 -0.42474124508553734 0.40431825382791997 0.9614918106226404 0.9869566820115225 not prognostic UBR5 0.7347850910320262 0.1767166351358781 1.2928535469281743 0.009862834771852345 0.08856766270049554 not prognostic WDR48 0.30179950829888574 -0.24396709769959318 0.8475661142973647 0.27844184984223647 0.5514023184334313 not prognostic BTAF1 0.6411374136898479 0.11240614972452512 1.1698686776551708 0.017470917872012773 0.11867763862528859 not prognostic WDR61 -0.09784659619872632 -0.5565626414217568 0.36086944902430423 0.6758953206671712 0.8463343784521935 not prognostic BAP1 0.7215473147045062 0.12729054681287255 1.3158040825961397 0.017322472219548978 0.11829755437194661 not prognostic TRAPPC10 -0.16786384514618946 -0.6234660377255801 0.28773834743320115 0.47021040007811654 0.7093165479190189 not prognostic TRAPPC11 -0.09753788855023743 -0.6414967659732831 0.4464209888728083 0.7252557397023991 0.8706375217961356 not prognostic TRAPPC12 0.013233108536910537 -0.5790264536027687 0.6054926706765897 0.965069954526976 0.9885893939221987 not prognostic ZC3HAV1 -0.031172735876545513 -0.48988819840091674 0.4275427266478257 0.894041175966762 0.9536936314107495 not prognostic TRAPPC13 0.009874979987328019 -0.5793131496177336 0.5990631095923896 0.9737945099168106 0.9900502211316381 not prognostic ZC3H7B -0.2362190283111273 -0.7297519370860036 0.25731388046374903 0.3481955558441354 0.6155992913650364 not prognostic ZC3H7A -0.05546340547887587 -0.5418365395704426 0.4309097286126909 0.8231433723380309 0.918216124164265 not prognostic TRAPPC2L -0.1287288112888742 -0.7741230712483254 0.5166654486705768 0.6958491433282767 0.8565842678699384 not prognostic ZC3H18 0.0950848312370843 -0.37849676927076226 0.5686664317449309 0.6939369937729737 0.8554065682568406 not prognostic ZC3H15 0.21707758559345072 -0.1754578864437291 0.6096130576306306 0.2784147298258993 0.5515926258312185 not prognostic ZC3H14 -0.045346712568955914 -0.6485362428488396 0.5578428177109277 0.8828584562847401 0.9478632640745027 not prognostic ZC3H13 0.2641818419685126 -0.2142989961539178 0.7426626800909429 0.2791869431698579 0.5519012369617439 not prognostic ZC3H11A 0.31327765725344864 -0.17189313634207115 0.7984484508489684 0.2056705246463256 0.46628721376514387 not prognostic TRAPPC3 -0.1661620880278243 -0.6836748367284005 0.3513506606727519 0.5291514882954557 0.7487740279293843 not prognostic ZBTB7A -0.3412970604826225 -0.8060567688341251 0.12346264786888017 0.1500647516957518 0.39238601691941183 not prognostic TRAPPC4 0.2853982457659917 -0.2360231082488231 0.8068195997808065 0.28336993722319065 0.5557526939669718 not prognostic TRAPPC8 -0.33359509400754217 -0.8094281645691916 0.1422379765541073 0.1694157621274707 0.42085996623952415 not prognostic TRAPPC9 -0.4544307392207968 -0.9816736732650073 0.07281219482341372 0.09116326345942428 0.2978776269168707 not prognostic C12orf10 -0.1590617416056024 -0.4908978191952835 0.17277433598407874 0.34748137633984577 0.6153086950891296 not prognostic ZBTB14 -0.02848981786958574 -0.46512161786084244 0.4081419821216709 0.89823933077628 0.9550993739239947 not prognostic TRIM25 -0.6945095315160016 -1.2664398429041253 -0.12257922012787781 0.017311033996751716 0.11840006674783661 not prognostic TRIM26 -0.09009972679117159 -0.5373864681241478 0.3571870145418047 0.6929848614398599 0.8554106527603841 not prognostic ZCCHC8 0.0032738797114903895 -0.4464801611172477 0.4530279205402285 0.988616886560969 0.9960710089331933 not prognostic TRA2B 0.05509875221764948 -0.4331138335515295 0.5433113379868284 0.8249383902301209 0.9193021418633648 not prognostic C14orf166 -0.3357461074985211 -0.8420649028510214 0.17057268785397928 0.1937121125596661 0.4521127590580528 not prognostic TP53RK -0.31014850989067533 -0.7152852910644947 0.09498827128314408 0.13350271552303622 0.36901815748000716 not prognostic TLN1 0.2503051325218223 -0.16159365773352097 0.6622039227771656 0.2336368246965147 0.4998209059756024 not prognostic C2CD5 0.30725292060908904 -0.0782533873403235 0.6927592285585016 0.1182612222414933 0.34555898261360624 not prognostic ZNFX1 -0.37841836865848444 -0.8307771266420507 0.07394038932508185 0.10108884417562931 0.3157880048515036 not prognostic BAG6 0.7869543927912117 0.32247616253594025 1.2514326230464832 0.0008978548252200854 0.02560030015985804 unfavorable ZNF638 0.19734185560228776 -0.30479822331154505 0.6994819345161206 0.4411403492909759 0.6872332603448943 not prognostic TMEM131 0.30669193955516755 -0.19332264668249516 0.8067065257928303 0.22929563967639155 0.4940755383929563 not prognostic TMEM214 0.49205020962259033 0.13617689176257758 0.8479235274826031 0.006729233019679239 0.07087861555904497 not prognostic TMEM57 -0.09061883812229256 -0.4632287553767062 0.2819910791321211 0.6336015443884342 0.8196264451538291 not prognostic TMF1 0.07611408856701511 -0.3464553586004235 0.49868353573445373 0.7240638558584143 0.8701400941611251 not prognostic TMOD3 -0.44214493801104326 -1.0801462908533017 0.1958564148312152 0.17437302599254934 0.4268968284690441 not prognostic ZNF326 -0.056157277312973174 -0.47165655581186716 0.35934200118592086 0.7910856044209134 0.9031611089493035 not prognostic TRIM3 -0.060588359857729694 -0.4632293891119527 0.3420526693964933 0.7680471938187061 0.8912931336693294 not prognostic TMTC3 0.044554123443847266 -0.3097319028804084 0.398840149768103 0.8053105589283188 0.9113823074308227 not prognostic C19orf25 -0.4292645567999611 -0.8763729759381704 0.017843862338248195 0.05987093864164368 0.23707408830545593 not prognostic ZNF207 -0.13465730880867888 -0.6738747252579261 0.4045601076405684 0.6245185360375543 0.813874010646903 not prognostic C18orf8 -0.3089339834142608 -0.7359306463105422 0.11806267948202054 0.15617831207875998 0.40307420814100264 not prognostic ZHX2 0.3165130149968343 -0.014785643866769005 0.6478116738604376 0.061138558603546694 0.23934128341825692 not prognostic ZGPAT -0.09391847450665426 -0.45256565934591486 0.26472871033260637 0.6077741925392948 0.8041085186647415 not prognostic C17orf85 0.09245603300348572 -0.40037748113631083 0.5852895471432823 0.7131035807142733 0.8647455449187171 not prognostic ZFYVE16 0.2416206239153751 -0.2186662715540602 0.7019075193848103 0.30354858595288664 0.5776132816229955 not prognostic ZFR -0.17636153028424717 -0.7812651428922388 0.42854208232374447 0.5677057599175228 0.7782375851388121 not prognostic C17orf59 -0.1234038554196074 -0.4704543852752416 0.22364667443602676 0.4858516760023066 0.7213648516166917 not prognostic TOP3B -0.47395740986635354 -0.9417926436329507 -0.0061221760997564045 0.04707637562395017 0.20752082272832392 not prognostic TOR1AIP1 0.1734274902470718 -0.14977835074456333 0.4966333312387069 0.2929428173261939 0.5673192826133278 not prognostic ZNF24 0.4068736470753234 0.011916476965687595 0.8018308171849593 0.043476913076268 0.19748797705318485 not prognostic YY1 0.15692795389089453 -0.2473951894985904 0.5612510972803795 0.4468295922432849 0.6924814504680854 not prognostic TRIM32 -0.08327301268224926 -0.5095277231778649 0.3429816978133664 0.701795342845028 0.8597665167612938 not prognostic TRIM33 0.2769561559284067 -0.1376375142362245 0.691549826093038 0.19043552765008043 0.4477335291625972 not prognostic TSC2 -0.21736726447252494 -0.5575822207596045 0.12284769181455465 0.21048110450484128 0.471698955852777 not prognostic XPNPEP1 0.3186436511242874 -0.07044920313954317 0.7077365053881179 0.10847341683413972 0.3295427556552606 not prognostic XIAP -0.07813758991700884 -0.542080120564232 0.3858049407302143 0.7413253271193414 0.8785024028721989 not prognostic BCAS2 0.27623098816292846 -0.25570717803451803 0.808169154360375 0.30877647676093534 0.5827309857589911 not prognostic BCAS3 -0.36122086786558877 -0.7213895482764097 -0.0010521874547678167 0.04933445694504468 0.21348061528708798 not prognostic XAB2 0.4741634816892348 -0.00646989047964619 0.9547968538581157 0.053164718830792296 0.22242230265985205 not prognostic TSG101 0.4616505350652488 -0.012528939565028152 0.9358300096955257 0.0563683283344354 0.22918512424078116 not prognostic BUB3 0.13347410509701405 -0.41870734825979206 0.6856555584538202 0.6356672470028764 0.820756974677928 not prognostic WNK1 0.4367368926063262 -0.005028323586425021 0.8785021087990774 0.05266532742669161 0.22167967863242594 not prognostic BCL10 0.2992185652517112 -0.07663035673327928 0.6750674872367017 0.1186760964808887 0.3458681939431629 not prognostic TSSC1 -0.03292569506095587 -0.5355597197166312 0.4697083295947194 0.8978403538584875 0.9551288840417108 not prognostic TSC1 0.048332230646938805 -0.3973072058951502 0.4939716671890278 0.8316626246468339 0.923347653579254 not prognostic TTC13 0.6086830089672125 0.1790450984110613 1.0383209195233638 0.00549055073777424 0.06400638119178746 not prognostic TTC17 0.6879250891308342 0.2491325354965006 1.1267176427651677 0.0021208219675869938 0.03972326166486685 unfavorable TTC27 0.585442769548808 0.17788709910929945 0.9929984399883166 0.004871115883314066 0.06048696325008437 not prognostic TTC37 -0.17542826107344606 -0.5988970018532527 0.2480404797063605 0.41682353459405697 0.6686653118116094 not prognostic WDR91 0.002779568836300702 -0.40182529837733083 0.40738443604993224 0.9892571042573204 0.9962675876733171 not prognostic BTF3 0.08603589442222276 -0.3932755408039867 0.5653473296484322 0.7249796656549996 0.8705395582898621 not prognostic WDR82 0.5366181440708052 -0.06190172470723443 1.1351380128488449 0.07887429627970094 0.27285995927054196 not prognostic WDR81 -0.1341825213409095 -0.6135386584690191 0.34517361578720007 0.5832540214384748 0.7884453048374853 not prognostic WDR77 -0.12484208594324862 -0.5567192951230884 0.30703512323659116 0.5710105762000295 0.7804973570563151 not prognostic TTC5 0.17874689017322778 -0.2838607620324667 0.6413545423789222 0.4488640757772242 0.6939526973637521 not prognostic WDR70 0.36977696812854505 -0.05568519758308571 0.7952391338401759 0.08848563953207501 0.2922212949947132 not prognostic WDR7 -0.3346128931273842 -0.8529998781647471 0.18377409190997873 0.2058231449826014 0.4663970177244319 not prognostic WIBG -0.5839383450429039 -1.0072322167583287 -0.1606444733274789 0.0068553409757582525 0.07145036991381098 not prognostic ZSWIM8 -0.39448980513436643 -0.9073019899643959 0.11832237969566312 0.13162189916308625 0.366877603738204 not prognostic XPO4 0.0805307749909653 -0.2530652315662553 0.4141267815481859 0.636113719736783 0.8209782518096321 not prognostic XPO7 0.3609945011301902 0.033705035745907885 0.6882839665144725 0.030633158541906087 0.16113905312907476 not prognostic YWHAG -0.19352446843099416 -0.6088867552717644 0.22183781840977604 0.36114730462287337 0.625285596265439 not prognostic TRIM4 -0.15940666952182847 -0.6913122359986462 0.3724988969549893 0.5569477156607501 0.770450076994854 not prognostic C11orf68 -0.1198098852922189 -0.5850297893332546 0.3454100187488167 0.6137294346813273 0.8067419804290007 not prognostic YTHDC1 0.1918379453728658 -0.37342636542633356 0.7571022561720652 0.5059433477755764 0.7340318899100203 not prognostic TRIM56 -0.4189352416241661 -1.100211589429412 0.2623411061810797 0.22811265875223047 0.4930692017886817 not prognostic YPEL5 0.25612321796771836 -0.21427509963864988 0.7265215355740866 0.2858976584738442 0.558386068131834 not prognostic TRIM65 -0.05091125141276085 -0.4201349631556116 0.31831246033008986 0.786964780453591 0.9013298809518998 not prognostic YME1L1 -0.6199280656428892 -1.1646113382693284 -0.07524479301645004 0.02569958320810758 0.14664650634938634 not prognostic YLPM1 0.1009829193168346 -0.4440036687033673 0.6459695073370365 0.7164777515058902 0.8667241331215018 not prognostic YKT6 0.13654764520697535 -0.25749271509202665 0.5305880055059773 0.4970171699710352 0.7275661744196661 not prognostic C10orf76 0.31385884508341044 -0.037438701043309486 0.6651563912101304 0.07993118674332697 0.2743956728960914 not prognostic TRUB1 0.08145182921303236 -0.3363409258522936 0.49924458427835827 0.702380019516853 0.8598944776062335 not prognostic YIPF5 -0.1340240634822022 -0.5210547461320352 0.25300661916763073 0.4973204123401016 0.7276531543848553 not prognostic YIPF3 0.18532354413456986 -0.24082978808308786 0.6114768763522276 0.3940254881891072 0.6508690398075787 not prognostic TRIP11 0.1519902926732875 -0.25414527801098563 0.5581258633575606 0.46326094599462886 0.7038138892736997 not prognostic YES1 0.12984613683569876 -0.2506172680353539 0.5103095417067514 0.503556285243958 0.7317544914444337 not prognostic TRIP12 -0.06739871887238184 -0.4771814834193747 0.342384045674611 0.7471772299323466 0.8810058922144474 not prognostic YBX1 0.29027027733759186 -0.19584883432774552 0.7763893890029292 0.24186859951281153 0.509158140474536 not prognostic TRIP4 -0.22505074834442684 -0.6498145421851966 0.199713045496343 0.29906564159026894 0.5727346928679525 not prognostic TRMT11 -0.1412033378595635 -0.46136557425128444 0.1789588985321575 0.38735924023564605 0.6458151355362642 not prognostic XRN1 -0.17059866393158035 -0.8241599583633306 0.4829626305001698 0.6089253314219728 0.8049178343748594 not prognostic TRNAU1AP 0.013046699575561234 -0.48011707946568455 0.506210478616807 0.9586473757543998 0.9857321643653546 not prognostic TRNT1 -0.3513747930577826 -0.7446354339182112 0.04188584780264604 0.07990975557126914 0.27453263301211533 not prognostic TRRAP 0.4307559522955462 -0.15265180586840144 1.0141637104594938 0.1478608610493939 0.38981103915642623 not prognostic TRIO 0.1145343794711245 -0.319323140652067 0.548391899594316 0.6048683086407334 0.8037082171654031 not prognostic SF1 -0.014843401745257034 -0.5291216050146732 0.49943480152415914 0.9548880195570825 0.9833347641010535 not prognostic SETX -0.2007843462868296 -0.6877190302901149 0.2861503377164557 0.41898789790200885 0.6704555227733129 not prognostic SETMAR -0.3066391534074632 -0.6875745080930099 0.07429620127808345 0.11463455364167661 0.3401800327324928 not prognostic PPM1B -0.30038239409865763 -0.7506163809141415 0.14985159271682624 0.19099943494105567 0.44811790907423255 not prognostic COMMD7 0.7096921128294645 0.22081437443284357 1.1985698512260856 0.004437897399143034 0.05791908952555042 not prognostic COMMD6 0.4215737307346191 -0.07622747662194551 0.9193749380911838 0.09694705957106707 0.30899502468485707 not prognostic ANKZF1 0.33443165739457564 -0.05732566746268908 0.7261889822518404 0.09429514025588537 0.3032415196519187 not prognostic PPP1CB 0.3849063426662344 -0.12712309206804856 0.8969357774005173 0.14065457890591007 0.3790729816208949 not prognostic PPP1CC 0.001608763580201765 -0.4109849133756159 0.41420244053601946 0.9939024750918027 0.9976913173558595 not prognostic PPP1R13B -0.2288754375110711 -0.6657808504634208 0.2080299754412786 0.304543608652217 0.5782776093877622 not prognostic COMMD4 0.3951915664970633 -0.07024736521380043 0.8606304982079269 0.09608201112360341 0.306783967756641 not prognostic PPP1R21 -0.02890878312139529 -0.44241601617051773 0.3845984499277272 0.8910122861183832 0.9521643587512395 not prognostic PPP1R7 -0.2591187935528531 -0.6294538712609447 0.11121628415523843 0.17026209482726298 0.42167539003830856 not prognostic PPP1R8 -0.05237371314103928 -0.5956264768305206 0.4908790505484421 0.850127703071979 0.9324014854346967 not prognostic PPP2R1A 0.3765769457543501 -0.2560539313384803 1.0092078228471806 0.243339967780426 0.5109340364770529 not prognostic PPP2R5D 0.36149238956558355 0.019354415606938513 0.7036303635242286 0.03837400701119732 0.1822612651306364 not prognostic PPP2R5E 0.040343574758862986 -0.2908141234251142 0.37150127294284013 0.811280585550374 0.9139794994881714 not prognostic PPP3CB -0.06642475093323934 -0.47979524916236643 0.34694574729588773 0.7528013052793721 0.8842600480407004 not prognostic PPP3R1 0.11775831198681855 -0.32830747547167993 0.563824099445317 0.6048650499062771 0.8038231841785511 not prognostic PPP4C 0.262518336084776 -0.2184279929262823 0.7434646650958343 0.2846998866129289 0.5575061427921155 not prognostic PPP5C 0.3560154029823099 0.01406892489556566 0.6979618810690541 0.04129019938468601 0.1916387532872441 not prognostic AP1B1 -0.092118960034307 -0.45485477937885266 0.2706168593102387 0.6186639736110071 0.8097804906051677 not prognostic AP1G1 0.20842158989856352 -0.18167993035096364 0.5985231101480907 0.2950256699280285 0.569137001263874 not prognostic COL4A3BP 0.34041042652467335 -0.10686496832671655 0.7876858213760632 0.13578281130115402 0.37256007035833033 not prognostic PREP -0.034905072819605004 -0.44446141533985084 0.3746512697006409 0.8673378183716752 0.9409033670037088 not prognostic AP1S1 -0.23106326696763188 -0.6174065844478016 0.15528005051253788 0.24111256624959926 0.5084033927538064 not prognostic PPIP5K2 0.05729572084255773 -0.3637979629000089 0.47838940458512436 0.7897150315942578 0.9025170638069173 not prognostic ANKRD54 0.2643580354877253 -0.14713206184534933 0.6758481328207999 0.20797223232866374 0.4692478316629351 not prognostic PPIL4 0.08280151307427015 -0.309076911939789 0.47467993808832926 0.6787800779902445 0.8474575426365443 not prognostic PPIL2 0.1416848519535422 -0.27185779870544563 0.55522750261253 0.5018969513805988 0.7301727991079787 not prognostic ANKIB1 -0.429767722013431 -0.8871797335460554 0.0276442895191934 0.06554670815640798 0.24866088056115282 not prognostic COPS2 0.08767320111689673 -0.434451914097076 0.6097983163308694 0.7420729514242036 0.8786905348632317 not prognostic ANKLE2 0.6572072320256919 0.24970303486688966 1.0647114291844941 0.00157252690412882 0.03408918492170781 unfavorable POLR2A 0.5828159864132088 -0.057328809599989095 1.2229607824264066 0.07435261138447569 0.2660587249101562 not prognostic POLR2B 0.3500893437094543 -0.37917219312972805 1.0793508805486367 0.3467558792081583 0.6148752993762411 not prognostic POLR2C 0.30456060923584355 -0.2908246123201323 0.8999458307918193 0.3160582719693923 0.5881666408110515 not prognostic POLR2D 0.20029884601527298 -0.36239926612517653 0.7629969581557225 0.48538255719198653 0.721027050695181 not prognostic POLR2E 0.935818226397229 0.2696438558213037 1.6019925969731543 0.005899993619226406 0.06661115116385122 not prognostic ANKRD17 0.2833825649026571 -0.15398546271513192 0.7207505925204462 0.2041153963067916 0.46393631458103707 not prognostic POLR2L 0.12318137935590748 -0.46231847625895284 0.7086812349707677 0.6800826531378343 0.8479014055901728 not prognostic POLR3A 0.32521905265307155 -0.07137885240887704 0.7218169577150202 0.10800747348062055 0.32868487765873416 not prognostic PREPL 0.10443121138564017 -0.23970806755911384 0.44857049033039414 0.5520017026832663 0.7668070200346444 not prognostic POLR3B 0.09478341667022601 -0.2865845180605941 0.4761513514010461 0.6261730437557218 0.8147256591694488 not prognostic COPG1 0.2424066634729558 -0.30906767596076756 0.7938810029066792 0.38894955739666914 0.6471409379989554 not prognostic ANKRD28 -0.2986691436954273 -0.6999076842279666 0.10256939683711203 0.14458312582964125 0.3847956972511231 not prognostic POLR3E 0.1437892961368302 -0.26324429785744086 0.5508228901311013 0.48869884267683084 0.7234326617866512 not prognostic COPE -0.020493547762976044 -0.4698714292696562 0.42888433374370405 0.9287777591705375 0.9719868238286175 not prognostic COPB2 0.228581050323658 -0.3242175629527689 0.7813796636000849 0.4176867977742549 0.669450393926406 not prognostic POP1 -0.16682598440553567 -0.6934345791950035 0.3597826103839322 0.53466336621968 0.752056734919842 not prognostic POP7 -0.39363451989022213 -0.9998331781582832 0.21256413837783894 0.20312425431020215 0.463330305436749 not prognostic COPB1 0.4176105870383659 -0.182869996341453 1.0180911704181848 0.17285801472857504 0.42504746109995395 not prognostic COPA 0.4132733244702941 -0.11103092823959382 0.937577577180182 0.12236898078183013 0.35047008475359087 not prognostic PPIA -0.13223580907733104 -0.5562587694047804 0.29178715125011834 0.5410444072635052 0.7576991362787678 not prognostic PPIL1 0.4136117437279667 -0.05794649106647404 0.8851699785224074 0.08559293735429328 0.28657949444016 not prognostic POLR3C 0.5265943162928647 0.11032367899592055 0.9428649535898088 0.013159965891567755 0.10218662153270261 not prognostic COPS3 0.28138677659796707 -0.22663827143240933 0.7894118246283435 0.2776595233762683 0.5507057405378223 not prognostic COG8 0.04122063665912653 -0.39953260464678275 0.48197387796503577 0.8545610427230839 0.9345163082325357 not prognostic COG6 0.16182609803657275 -0.23625623733000237 0.5599084334031479 0.42559445403300944 0.6747560026487575 not prognostic PSMD1 -0.2778175222976733 -1.0795864595968543 0.5239514150015077 0.49704996439618476 0.7274952315251009 not prognostic PSMD11 -0.20299467525902634 -0.9887295330824468 0.5827401825643941 0.612606138101331 0.8059754231331693 not prognostic PSMD12 0.10235256622785317 -0.5103012093543536 0.71500634181006 0.7433351275577589 0.879138625762829 not prognostic PSMD13 -0.11210712904612047 -0.8615255793955716 0.6373113213033306 0.7693729090469978 0.8922533231473798 not prognostic PSMD14 0.1870527124643038 -0.3531287874610407 0.7272342123896482 0.49733336805720896 0.727553209839247 not prognostic PSMD2 -0.3606146781080887 -1.0892201059808924 0.36799074976471485 0.3320160383954429 0.6020943066142193 not prognostic PSMD3 -0.6613700499268419 -1.4205420513175464 0.09780195146386272 0.08773520356172758 0.29060054661048723 not prognostic PSMD4 -0.3781054818108652 -0.9331055570470901 0.1768945934253598 0.1817890687608596 0.4371629150190642 not prognostic USE1 -0.165658467995185 -0.5358010070540598 0.20448407106368974 0.3803844779219584 0.641231826555318 not prognostic APAF1 0.44064427120389205 -0.01088999940081925 0.8921785418086033 0.05578723453554527 0.22806534739577025 not prognostic PSMD6 -0.37019095234454774 -1.0809841492962728 0.3406022446071773 0.3073603792036253 0.5809156586468349 not prognostic PSMD8 -0.12117014063904742 -0.7851969812631292 0.5428566999850344 0.7206053544421787 0.8685486992892872 not prognostic PSME4 -0.1773361971154614 -0.5871846935631169 0.23251229933219414 0.3964093890162722 0.653360320298727 not prognostic PTAR1 0.11118153555063508 -0.2812461360656826 0.5036092071669528 0.578695196000311 0.7856039559955701 not prognostic PTBP1 0.2684480706902156 -0.2203789921464468 0.7572751335268779 0.28177117453035805 0.5539519818994939 not prognostic APBA3 -0.031030251420185145 -0.43404857023574017 0.37198806739536994 0.8800492942721274 0.9470049677425909 not prognostic CNOT4 -0.20070388216656415 -0.7116475659549062 0.31023980162177794 0.4413628846652565 0.6873407386342045 not prognostic CNOT3 0.2310435845267338 -0.2556561828750282 0.7177433519284958 0.35215163945078254 0.6197785783374988 not prognostic CNOT2 0.6586018916501436 0.12075011349137421 1.196453669808913 0.016395761353600158 0.11441251083303368 not prognostic CNOT10 0.8166177799064427 0.1210580698303485 1.5121774899825369 0.02138687395624163 0.13343322824406365 not prognostic CNOT1 1.1800409656200381 0.46853861249585027 1.891543318744226 0.0011514568335455166 0.02879606991824863 unfavorable PTPN11 -0.4536853861491228 -0.8613747670088472 -0.0459960052893984 0.0291767992567273 0.15670059012926185 not prognostic PTPN2 0.3812938623162951 -0.019607421807128322 0.7821951464397185 0.06230690819868448 0.24159105634596023 not prognostic PSMC6 -0.26076857743273074 -0.9419214857176724 0.42038433085221094 0.4530492972011222 0.6962153034400356 not prognostic PSMC5 -0.017344764051747702 -0.7464976032277666 0.7118080751242712 0.9628138973201772 0.9877475447126787 not prognostic PSMC4 -0.38364412702103623 -1.1976736336573623 0.4303853796152899 0.3556363797452119 0.6219989271066385 not prognostic PSMC3 -0.29868105323114397 -1.1111586486294074 0.5137965421671193 0.47120659450000457 0.7099819321034232 not prognostic AP2A1 -0.2707397408405013 -0.6932353936344079 0.15175591195340532 0.20912832649048316 0.47043364499228535 not prognostic COG5 -0.015653496595780855 -0.4271168949857197 0.395809901794158 0.9405617482908843 0.9768966742979452 not prognostic PRKAR2A -0.6261915383904475 -1.0850476288041493 -0.1673354479767457 0.007479105415775939 0.07506774751955378 not prognostic AP2B1 -0.21277896176251765 -0.7242687812666017 0.29871085774156636 0.414876608285107 0.6678155832392239 not prognostic AP2M1 -0.4256172534514315 -0.8922824017186104 0.04104789481574739 0.07384614652063494 0.26530680168509013 not prognostic PRKD2 -0.2197934408452155 -0.7208991849350563 0.2813123032446254 0.3899691573982539 0.6481146957836583 not prognostic COG1 0.029305938188328044 -0.40418791133367404 0.46279978771033015 0.8945876401613976 0.9540492129082778 not prognostic PRKRIR -0.05259609619985464 -0.5232796418620408 0.41808744946233145 0.8266388636996598 0.9200519327079878 not prognostic AP3B1 -0.08135568953140253 -0.472754798658231 0.3100434195954259 0.683717558430698 0.8492401915413484 not prognostic PRMT5 -0.052451075702767955 -0.482664665901406 0.37776251449587006 0.8111395199058533 0.9141656749392125 not prognostic PRPF19 0.520315184108605 -0.02376612057857308 1.064396488795783 0.06088214247031525 0.23906921997225108 not prognostic COG7 0.10578990926850577 -0.3423388570404634 0.553918675577475 0.6435870459623665 0.8268094163439614 not prognostic PRPF31 0.09650791784029486 -0.4239888030392649 0.6170046387198547 0.7163010293821526 0.8666274481160017 not prognostic AP3M1 -0.043146846224166494 -0.4489007901026729 0.36260709765433996 0.8349029124076841 0.924766271778547 not prognostic PRPF39 0.3526254228834872 -0.3594724694936908 1.0647233152606652 0.3317678538089961 0.6018880638605759 not prognostic PRPF40A 0.2976931525127637 -0.26054180721700165 0.8559281122425291 0.29592998268889104 0.5700217588239332 not prognostic PRPF4B 0.5051298794361553 0.04354082654693492 0.9667189323253756 0.03196534604476693 0.16466383379677696 not prognostic PRRC2A 0.7802517569778685 0.26158766699441094 1.298915846961326 0.003193514660101003 0.04921090662974919 unfavorable AP4E1 -0.2611603119240187 -0.6894507062023492 0.16713008235431182 0.2320343210120163 0.49758162299894176 not prognostic PSMA1 -0.8153986277608715 -1.3612335720692814 -0.2695636834524615 0.0034125614453290845 0.05100611455764824 not prognostic PSMA4 -0.5918508447683166 -1.0753165336679151 -0.10838515586871822 0.01642393473130892 0.11443072968825585 not prognostic PSMA5 -0.8893240733914182 -1.4665336574047005 -0.3121144893781359 0.002529624109806515 0.04363723440288579 favorable PSMC1 -0.5000042364169104 -1.280048557413369 0.28004008457954843 0.208997643898633 0.470494318789153 not prognostic PSMC2 -0.3417969532525138 -1.0831351403529226 0.3995412338478951 0.36618140194933513 0.6296182238625692 not prognostic PRPF38B 0.2440034708474848 -0.2707924823995063 0.758799424094476 0.3528965616992188 0.6193850062523243 not prognostic COPS4 0.4250976108778623 -0.1530939716845952 1.0032891934403199 0.14958373646251394 0.39147126353372913 not prognostic ANKHD1 0.34327998365347956 -0.16954304240084317 0.8561030097078023 0.18952500705796865 0.44664843068965343 not prognostic COPS5 0.23863192180940349 -0.22361249695712784 0.7008763405759348 0.31162223788993776 0.5840389147642061 not prognostic OTUB1 0.14602948811600142 -0.2311796277711914 0.5232386040031942 0.4479939985176211 0.6934457587704463 not prognostic OTUD4 -0.34927155635893276 -0.7794200792227111 0.08087696650484555 0.11150844160315276 0.33333391575059323 not prognostic CUL3 0.6567429693724324 0.09060879076898576 1.222877147975879 0.022986869457123953 0.13943187144283925 not prognostic CUL2 0.25442105919948393 -0.13722901671930515 0.6460711351182731 0.2029405259605027 0.46326530569209096 not prognostic OXSR1 0.041712342972606856 -0.45423268224228447 0.5376573681874982 0.8690649801863815 0.94220619612602 not prognostic CUL1 -0.04058648258766314 -0.6597482318197863 0.5785752666444599 0.8977714986133645 0.9552826511867664 not prognostic PABPC1 -0.02269180569323349 -0.5788060411374966 0.5334224297510296 0.936257302526126 0.9755949289474403 not prognostic PABPC4 0.3149104214871859 -0.04840070399735247 0.6782215469717243 0.08934642336799492 0.29376369019965426 not prognostic PACS2 0.22214527536428233 -0.2263372824056614 0.670627833134226 0.3316369192744184 0.6018944533273602 not prognostic PACSIN2 0.21943933656119638 -0.09913132508440606 0.5380099982067988 0.1769930235656228 0.4306028641258209 not prognostic CTTNBP2NL 0.1938971683488852 -0.24528037160093014 0.6330747082987005 0.3868602306374188 0.6452234807929975 not prognostic PAFAH1B1 0.1714451022557005 -0.21782133082920188 0.5607115353406029 0.3880113574394457 0.6465411656719444 not prognostic PAIP1 0.08469849358771155 -0.40186896528005817 0.5712659524554813 0.7329697629095095 0.8749704383105118 not prognostic CTNNBL1 0.20024168317167826 -0.2687935748780058 0.6692769412213624 0.40273162728294043 0.6583268685528876 not prognostic PAK2 -0.007038135195102807 -0.41865005115996407 0.4045737807697584 0.9732652252889495 0.9898493197787078 not prognostic CTNNB1 -0.3249402085295853 -0.7041477859799389 0.05426736892076833 0.09305875755702205 0.3015400131769882 not prognostic CTNNA1 -0.26223396528656717 -0.6300233207888285 0.10555539021569416 0.16227674588907098 0.41192619958742627 not prognostic PANK2 0.30266457118584167 -0.16387217849593816 0.7692013208676215 0.20354306847475107 0.46369493436499903 not prognostic PAPD5 -0.29047952642231467 -0.7030292117148197 0.12207015887019035 0.16757855157068935 0.4180358796913852 not prognostic PAPOLA 0.20614507671863663 -0.170119356901048 0.5824095103383213 0.2829073532462602 0.555210331787323 not prognostic PARD3 0.1722557127131394 -0.24589934072415925 0.5904107661504381 0.41944074596296044 0.6707006605833872 not prognostic PARN -0.1071466481714751 -0.4808304363752802 0.2665371400323301 0.5741282669746635 0.7826081568550795 not prognostic PARP12 -0.18545897932132901 -0.5426229141448669 0.1717049555022088 0.30881098616616787 0.5826732895986725 not prognostic CUL4A 0.19925421091925846 -0.08743970097816448 0.4859481228166814 0.1731384840929302 0.42526991716982276 not prognostic OSGEP -0.32824204506093657 -0.7271616649720097 0.07067757485013659 0.1068070222457473 0.3269207761251882 not prognostic OSBPL9 -0.047800948158297024 -0.45578990271536957 0.36018800639877546 0.8183761822690002 0.9159797424496011 not prognostic AKAP9 0.03867981653664863 -0.4093166023090636 0.4866762353823609 0.8656216793523971 0.9402949399711249 not prognostic NUMB -0.1572310176424197 -0.5919259471027332 0.2774639118178938 0.47836955112832424 0.7158352985545524 not prognostic NUP107 0.6947062158239203 0.16786817540985888 1.2215442562379817 0.009752768690705299 0.08784359968600054 not prognostic NUP133 0.855172916272028 0.2794830399675847 1.4308627925764712 0.003597238251903891 0.05271043219197306 not prognostic NUP155 0.725497604680558 0.22102005328553498 1.229975156075581 0.004822502211004591 0.060301483652407964 not prognostic NUP188 0.6971558748688573 0.22158488567933687 1.1727268640583777 0.0040636426987722294 0.056058232792153724 not prognostic NUP205 0.7095984612397472 0.1766828181838519 1.2425141042956427 0.009060303161166954 0.08379844442347906 not prognostic NUP214 0.619150521856757 0.039905461538438325 1.1983955821750758 0.03617186379709406 0.1757171440995025 not prognostic NUP35 0.31677468986562063 -0.1713030052178927 0.804852384949134 0.2033497123955196 0.46337235303565466 not prognostic NUP43 0.5730296770306758 -0.054115681164151885 1.2001750352255034 0.07331883716700248 0.2644736297970077 not prognostic AKAP10 0.011169811804962003 -0.39349302935622615 0.4158326529661502 0.9568551592291782 0.9844546357824445 not prognostic NUP54 0.45482981680633305 -0.10185053087851015 1.0115101644911761 0.10929544988334736 0.33058181175865164 not prognostic PARP14 -0.06319983451311509 -0.4006278165764946 0.27422814755026437 0.7135453396680824 0.8650469094175142 not prognostic AKAP13 -0.28415018100753714 -0.733305846217142 0.1650054842020678 0.2149991971177809 0.4774027311000725 not prognostic NUP98 0.5905976605658929 0.02744287042533211 1.1537524507064538 0.03983322473686107 0.18720570134861794 not prognostic NXF1 0.6054462706685746 0.07823017339921179 1.1326623679379373 0.024398821315644397 0.14324108015669787 not prognostic CXXC1 -0.27056570062217106 -0.7447655153297461 0.203634114085404 0.2634376481485555 0.5353057793631452 not prognostic CWC25 -0.15646592004837653 -0.6220277235609362 0.30909588346418304 0.5100856626284943 0.7371746468947392 not prognostic AKAP8 0.40809781911258136 0.03338665292214971 0.782808985303013 0.03279400895319923 0.16682088758976857 not prognostic OGFR -0.6052390377311093 -1.0123235053575375 -0.19815457010468107 0.0035682266992602277 0.052457033889124496 not prognostic OGT 0.38694899232782204 -0.23903171675799811 1.0129297014136422 0.22568519754425068 0.4897139053838285 not prognostic OSBP -0.47447446004398697 -0.9017972176110888 -0.04715170247688516 0.029538023269499097 0.15797725348376665 not prognostic OSBPL2 -0.04644247263496761 -0.49916469780131156 0.4062797525313764 0.8406495115710162 0.9272311293698791 not prognostic CUL5 -0.16268637793311658 -0.5567980807137687 0.23142532484753553 0.41848147076835995 0.6701242367714411 not prognostic OSBPL8 0.32823670769005625 -0.14893471199612812 0.8054081273762406 0.17758758389934276 0.4312290856118296 not prognostic NUP93 0.8481407650535676 0.28007124705520914 1.416210283051926 0.003430519674862485 0.05118907108173971 not prognostic PATL1 0.6837555250659604 0.16884714282714097 1.1986639073047798 0.009250114997740377 0.08511436749719382 not prognostic PAXBP1 0.13978093934424396 -0.353605113627099 0.6331669923155869 0.5787056524847809 0.7854990458908798 not prognostic CTCF 0.27501992457623325 -0.31488001354577766 0.8649198626982442 0.3608410268685398 0.6251179786288772 not prognostic PHF2 0.0013137413490914792 -0.4753830221976571 0.47801050489584 0.9956902338424951 0.9982547215668375 not prognostic PHF3 0.12929244987750096 -0.25945477470808564 0.5180396744630875 0.5144918571969336 0.7399591321259673 not prognostic CPSF7 0.13149048906813451 -0.31386214332070095 0.57684312145697 0.5628051716607929 0.7755571343510973 not prognostic CPSF3L 0.28345845381539475 -0.2358919325166013 0.8028088401473907 0.2847376753660089 0.5574582128912918 not prognostic CPSF3 0.24104619441341166 -0.3252706932926479 0.8073630821194713 0.40414808354531284 0.6599193492579218 not prognostic CPSF1 0.10804428519026964 -0.4512322531416919 0.6673208235222312 0.7049572869204825 0.8615182350258095 not prognostic PI4KA -0.20737886185206086 -0.6103980895630419 0.19564036585892017 0.3132023329251511 0.5852850107866578 not prognostic PIBF1 -0.20060567679272168 -0.5903793464546705 0.1891679928692271 0.3130998228269134 0.5852155978641661 not prognostic PIGS 0.44000178486705804 0.11305275053196034 0.7669508192021557 0.008347476715418125 0.07975982821039325 not prognostic PIH1D1 0.12089961916621024 -0.4926735873913724 0.7344728257237929 0.6993522627531409 0.8586534295706075 not prognostic PIK3C2A 0.2972653677743152 -0.1895914891005956 0.7841222246492261 0.2314172490271216 0.4972110944420014 not prognostic PGLS -0.12278355957817574 -0.5070626184928527 0.2614954993365013 0.5311567889191069 0.7499521733469112 not prognostic PIK3CB -0.08049947375223056 -0.48989738458049237 0.3288984370760313 0.6999517319913109 0.8588005833244081 not prognostic PIK3R4 0.3550561812089013 -0.2704520400583617 0.9805644024761644 0.2659098810499865 0.5386179106426536 not prognostic PIKFYVE 0.315899875270888 -0.08320404319196856 0.7150037937337446 0.12081632163696672 0.34836345494871596 not prognostic ANAPC1 0.3960901396732586 -0.24026150840834354 1.0324417877548608 0.2224807227577293 0.4870097581540221 not prognostic PKN2 0.1268126831781674 -0.30526740703874455 0.5588927733950794 0.565131277635387 0.7767301701979765 not prognostic PLEKHA5 0.09177593055922735 -0.2170411621139891 0.4005930232324438 0.5602483407267271 0.7733431073892056 not prognostic ANAPC2 0.14232903609960113 -0.34899134088938844 0.6336494130885907 0.5701872630375107 0.7798482380040992 not prognostic ANAPC5 0.4691652306571956 -0.16546180654892395 1.1037922678633152 0.14734973794646333 0.3891510925766036 not prognostic PLRG1 0.2978266323786312 -0.2329142982079609 0.8285675629652234 0.27140235964527737 0.5445686521524358 not prognostic PLXNB2 0.03635491828443977 -0.35300825215329035 0.4257180887221699 0.8547962647926826 0.9344311304870436 not prognostic COPS8 0.1480129520239575 -0.3137366090321678 0.6097625130800828 0.5298318206586977 0.7490264156572431 not prognostic PNN 0.15019355693943734 -0.4032123346039659 0.7035994484828406 0.5947735191426813 0.7965605560036537 not prognostic PIK3R1 -0.618023543233726 -1.1866592512005671 -0.04938783526688473 0.033155670889908354 0.16751846584500538 not prognostic PTPN23 0.06684799911437259 -0.4299657722968043 0.5636617705255494 0.791995771737497 0.9039696767421993 not prognostic CLK3 0.14042767171336537 -0.3252800443140048 0.6061353877407355 0.5545205377548428 0.7687554002042595 not prognostic PFAS 0.09118046349270095 -0.26583833976577786 0.4481992667511797 0.6166786656624222 0.809074456869236 not prognostic CTBP1 0.14147876470067763 -0.23043350830023343 0.5133910377015887 0.4559164062221224 0.6989417097442914 not prognostic CSTF2 0.45940115274590493 -0.1724346184666486 1.0912369239584585 0.15413719109875013 0.3997654321863006 not prognostic PCF11 0.011592892073439743 -0.5925244065531172 0.6157101906999967 0.9699975797408079 0.9898995020425685 not prognostic PCIF1 0.12746597385413816 -0.26791762631621224 0.5228495740244885 0.5274756582996678 0.7484135608172624 not prognostic CSNK2A2 -0.01317903009054693 -0.395475125898387 0.36911706571729314 0.9461306919693422 0.9791594133859115 not prognostic CSNK2A1;CSNK2A3 0.17283145726253943 -0.5212328712345102 0.8668957857595891 0.6255089801041291 0.8144534466073688 not prognostic CSNK1G3 -0.11868617811983935 -0.6560270299413656 0.4186546737016869 0.665079605357296 0.8375942758143018 not prognostic PDCD6IP -0.01837360790392701 -0.5333619207933764 0.49661470498552235 0.9442517288277701 0.978006215663469 not prognostic PDCL 0.060290225368269626 -0.47535015815445864 0.5959306088909979 0.8253975018990165 0.9194704285805517 not prognostic PDDC1 0.23672050585487617 -0.20997089372847558 0.6834119054382279 0.29895958174767173 0.5727766178872041 not prognostic PDE12 -0.4814696054624613 -0.9556633397248193 -0.007275871200103368 0.046586857487217005 0.20668589449110694 not prognostic CREBBP 0.2970269477709552 -0.15710240858346114 0.7511563041253715 0.19986714559534058 0.459648228747774 not prognostic CSNK1D 0.07778604369586263 -0.3377857223590586 0.49335780975078386 0.7137213206197827 0.86502598937443 not prognostic CSK 0.050317436967186886 -0.3900840718504173 0.4907189457847911 0.8228095554820953 0.9179581246394019 not prognostic PDE4DIP -0.134048665758915 -0.4829028491753715 0.21480551765754152 0.45137523302605864 0.6957924347937849 not prognostic PDE6D -0.24820889353253556 -0.7389021119609406 0.24248432489586946 0.3214831032835675 0.5943089456324138 not prognostic PDIA3 0.03508936708765757 -0.29688664052344965 0.3670653746987648 0.8358807977242873 0.924362744815408 not prognostic CSDE1 0.12858932483080454 -0.3352683268199949 0.592446976481604 0.5868986534497364 0.7907454694259578 not prognostic CRYZL1 -0.22555749318585475 -0.6017917037993099 0.15067671742760044 0.23998475686313647 0.5074595012271282 not prognostic PDPK1;PDPK2P 0.025606852357848285 -0.3696944021558615 0.42090810687155805 0.8989699330996199 0.955422342241322 not prognostic PDPR 0.09496254927576986 -0.26722410034193245 0.45714919889347216 0.6073306771798637 0.8039969766067306 not prognostic PDS5B 0.19190656157396688 -0.19975116415348507 0.5835642873014188 0.33687722803665815 0.6061217489172428 not prognostic CRKL 0.42505547262630256 0.027723327493866246 0.8223876177587388 0.03601855569923152 0.1756395039080718 not prognostic ALKBH5 0.2236156126237842 -0.13505051006958302 0.5822817353171514 0.22171970466564192 0.4864142405958079 not prognostic CSNK1A1 -0.07823745357655582 -0.535429897771666 0.3789549906185544 0.7373229629991305 0.8758461573213765 not prognostic PTPRA 0.015089555710655204 -0.41890909192175885 0.4490882033430692 0.9456699375052924 0.9790220803058375 not prognostic CNEP1R1 0.3177040262849561 -0.17320653971046313 0.8086145922803754 0.20464242719874 0.46478022595391155 not prognostic PUM1 0.825831142139066 0.3144810083731273 1.3371812759050048 0.0015489947179058489 0.034242344961508804 unfavorable RPP38 -0.1847269985377872 -0.6228045819983788 0.2533505849228044 0.40853716196018264 0.6633357292400281 not prognostic ARIH1 0.006144430716855956 -0.42879093589532474 0.4410797973290366 0.9779103115998945 0.9917570253459284 not prognostic ARIH2 -0.015777650066566583 -0.35380868176470903 0.3222533816315759 0.9271099112789558 0.9716042415639109 not prognostic RPRD1B 0.30548441242330154 -0.05851648071679405 0.6694853055633971 0.09999418777958118 0.3140119127290741 not prognostic RPS10 -0.4836401178707482 -1.0964226832159514 0.12914244747445497 0.12188584104464012 0.34975767143354586 not prognostic RPS11 -0.20871355767438807 -0.802382442809405 0.3849553274606289 0.49078808186828937 0.7237729693570738 not prognostic RPS13 -0.008392620619757348 -0.6060558040510141 0.5892705628114995 0.9780429286013944 0.9916668561458986 not prognostic RPS14 0.09505244170732005 -0.5091094399474134 0.6992143233620536 0.7578084095727066 0.8860727035267653 not prognostic RPS15 -0.12260555142254224 -0.676883394545676 0.4316722917005915 0.6646214006857459 0.8372527649274635 not prognostic RPS16 -0.39637239240519656 -1.052946698547535 0.2602019137371419 0.23671969773312412 0.5032893502267063 not prognostic RPS18 0.10521232298906107 -0.5569191898476062 0.7673438358257283 0.7554683011776535 0.8850703612200382 not prognostic RPS19 -0.49641263133430846 -1.0584722976135092 0.06564703494489232 0.08344364232491767 0.28266020799659025 not prognostic RPS2 0.29527950214618354 -0.3516544808915379 0.942213485183905 0.3710091779258533 0.6336598950725228 not prognostic RPS20 0.3738118586788315 -0.235606836425161 0.983230553782824 0.22927675395602148 0.494272761417833 not prognostic RPS24 0.01615570354191859 -0.5290823899667598 0.5613937970505971 0.9536890415622591 0.9833442346086497 not prognostic RPS25 -0.1845024667448458 -0.7805128898496057 0.411507956359914 0.5440292343653178 0.7603330838702296 not prognostic RPS26;RPS26P11 0.08151968396696864 -0.5109774270019186 0.6740167949358559 0.7874181045804616 0.901157393622507 not prognostic RPS28 -0.20858070590914152 -0.6806391344152513 0.2634777225969682 0.38648078420284315 0.6449510644861239 not prognostic RPS3 0.33561340109567084 -0.3715339964419848 1.0427607986333265 0.35226631961507693 0.6197367576171712 not prognostic RPS3A 0.30439612881752903 -0.3811015815799936 0.9898938392150516 0.3841230956268076 0.6430542399302185 not prognostic RPS4X 0.15373698781452674 -0.49568637212903943 0.8031603477580929 0.6426626168632651 0.8262145905767967 not prognostic RPS5 0.012186033719358296 -0.6319269120603606 0.6562989794990772 0.9704206255863839 0.9897671292862719 not prognostic RPS6 0.33946968075471184 -0.307904154123686 0.9868435156331097 0.3040602538831032 0.5777273881611679 not prognostic RPN2 0.19573784273335837 -0.30261719913296115 0.6940928845996779 0.4414120981421299 0.6872978286376502 not prognostic RPN1 -0.05081050985892257 -0.6056034149189492 0.5039823952011041 0.8575430753603498 0.9362906285001478 not prognostic RPLP0 0.2847419969740039 -0.3546725588821716 0.9241565528301794 0.38276951236240897 0.6427110735522594 not prognostic RPL9 0.1960798543854502 -0.3136020513989496 0.7057617601698499 0.45083827034607926 0.6953238646698446 not prognostic RPL23A -0.06211946037922216 -0.6260920670085203 0.501853146250076 0.8290792156611035 0.9220802755048273 not prognostic RPL24 0.0030769963259928267 -0.5825386112149247 0.5886926038669102 0.9917833495636421 0.9969053922356896 not prognostic RPL26L1 -0.25661511350399674 -0.9211038276889918 0.40787360068099837 0.44910538190455673 0.6939662554697094 not prognostic RPL27 -0.29896788987123174 -0.8562091513807002 0.25827337163823666 0.29300667732129804 0.5673202383342519 not prognostic RPL27A 0.14616712825131659 -0.280637482219939 0.5729717387225721 0.5020766340419595 0.7303155328314644 not prognostic RPL28 -0.054885414634149816 -0.5836831248712855 0.4739122956029858 0.8387987793497513 0.9261025368748704 not prognostic RPL3 0.6228417641349628 -0.05078159776514757 1.2964651260350732 0.06995365519577917 0.25709978446954473 not prognostic RPL30 0.10349914428472157 -0.46540222646131096 0.6724005150307542 0.7214118529795037 0.8690527879070906 not prognostic RPL31 -0.04197686246099956 -0.5410235110091797 0.4570697860871806 0.8690536909102239 0.9423080652439426 not prognostic RPL35 -0.03566465122689249 -0.5545050810550545 0.48317577860126953 0.8928283080522821 0.9533085082876662 not prognostic ARHGEF40 -0.11138466620671879 -0.5503006758757785 0.32753134346234086 0.6189180716609424 0.8097579271635857 not prognostic RPS6KC1 0.21543473234679789 -0.2967061997438146 0.7275756644374104 0.40967312934709754 0.664096238827551 not prognostic RPL35A -0.1497503284254767 -0.8384403807696954 0.5389397239187419 0.669977405106973 0.841867748480383 not prognostic RPL37 -0.25585726789411684 -0.7225107337014314 0.2107961979131977 0.2825488455460381 0.5547499592486139 not prognostic RPL38 -0.1033010911856102 -0.5581124171377587 0.35151023476653825 0.6561999868478438 0.8321470938029385 not prognostic RPL4 0.1897529756938933 -0.48960400231901235 0.8691099537067989 0.5840746466188131 0.7888399926351235 not prognostic RPL5 0.33055882526084784 -0.2234405105310498 0.8845581610527455 0.24221592836879244 0.5095298887889564 not prognostic RPL6 0.004028534448578137 -0.5835684814980668 0.591625550395223 0.9892788201090347 0.9961774014662228 not prognostic ARHGEF7 0.2777824696104972 -0.11928029141355734 0.6748452306345517 0.17031954247691833 0.42170101321787884 not prognostic ARID1A 0.25935727263336666 -0.13839900423522367 0.657113549501957 0.20125085201033072 0.46140816339269936 not prognostic ARID1B 0.09012824736551947 -0.34069114856139704 0.520947643292436 0.6817852315700501 0.8480165571334618 not prognostic RPL7A -0.5956268143835467 -1.1453284383370583 -0.04592519043003507 0.033694359792316726 0.169000337938718 not prognostic ARID2 0.6821149283160396 0.21707845747621846 1.1471513991558608 0.004041903185314779 0.05601727433146009 not prognostic RPL8 -0.4360145497706379 -1.0504460207953676 0.17841692125409192 0.1642754575178506 0.41464848355154116 not prognostic RPL36 -0.17763408702457845 -0.6773869846544152 0.3221188106052582 0.48601740161594453 0.7212520796730568 not prognostic RPS7 0.35721995574005083 -0.12977948020632651 0.8442193916864282 0.15053134124030199 0.39303210793946447 not prognostic RPS8 0.14243237289655744 -0.40670149031541425 0.6915662361085291 0.611194986883544 0.8050652813841944 not prognostic RPS9 -0.11211883146673561 -0.7262330276507015 0.5019953647172303 0.7204700644647578 0.8686195107935599 not prognostic SCAF11 0.24812189230603274 -0.20296819302838967 0.6992119776404552 0.2809992694430411 0.5532849041837579 not prognostic ARMC8 0.09438234116071753 -0.3994460116777914 0.5882106939992264 0.7079611534852269 0.8625988305869946 not prognostic SCAI 0.0356697184026454 -0.4051477277800786 0.4764871645853694 0.8739881104022468 0.9447978208683067 not prognostic SCAMP1 0.17731703461531734 -0.1800653311227472 0.5346994003533818 0.3308287869424037 0.6010369580956453 not prognostic SCAP -0.039663201273100385 -0.37469677665989154 0.2953703741136908 0.8165133092102586 0.9156116805309925 not prognostic SCFD1 -0.19089094722410807 -0.6185055735624062 0.2367236791141901 0.38160370230865726 0.6423195989414191 not prognostic CFAP20 0.08368323212287052 -0.2665632693253758 0.43392973357111675 0.6395788785770259 0.8233141193242434 not prognostic SCRIB -0.35191187257940587 -0.6928186398424316 -0.01100510531638016 0.043048896746421546 0.19654093450826726 not prognostic SCYL1 0.07638806364726837 -0.3525201858246102 0.5052963131191469 0.7270387693899478 0.8718427675258776 not prognostic ARNTL -0.18116650413344426 -0.6184163221920267 0.25608331392513817 0.4167483646626501 0.6687843894649051 not prognostic SNX13 -0.14128182635777156 -0.5714594714223872 0.2888958187068441 0.519767063165063 0.74348530380521 not prognostic SCAF1 0.24559605463161402 -0.23672507611767965 0.7279171853809077 0.31827640957621944 0.5906983198457489 not prognostic SCYL2 0.17655114389759208 -0.3322537354751167 0.6853560232703009 0.4964465139519262 0.7273254196386181 not prognostic SEC16A -0.13894940368955594 -0.5448985145763164 0.26699970719720456 0.5023084547490143 0.730415396356655 not prognostic SEC23IP 0.07842069000925424 -0.3025156983985305 0.45935707841703893 0.6865922215491522 0.8512754687064894 not prognostic SEC31A -0.29903462625537675 -0.6876685052938081 0.08959925278305458 0.13153002523470633 0.36696426174083074 not prognostic SECISBP2L -0.1917771387488041 -0.5948902637515336 0.21133598625392547 0.3511124068439163 0.6184358407384581 not prognostic ARPP19 -0.06320842697827793 -0.5066428426192908 0.380225988662735 0.7799540254615296 0.8966266551049146 not prognostic SEH1L 0.15532567674598546 -0.3884388225174115 0.6990901760093824 0.5755740062701821 0.7838628047059538 not prognostic SEPHS1 0.39612467629713827 -0.014279604517874245 0.8065289571121508 0.05852176437351648 0.23359133144721045 not prognostic CELF1 0.29800838573161637 -0.2184687943060929 0.8144855657693256 0.25809583019206994 0.5282880584612717 not prognostic SERBP1 0.27449093279184733 -0.2023619189664823 0.7513437845501769 0.25922930570078134 0.5295185886240236 not prognostic SETD1A -0.05224873096185562 -0.49157985803638454 0.3870823961126733 0.8156880936604488 0.9157185583124763 not prognostic SETD3 -0.1880549386548947 -0.54741228270088 0.1713024053910907 0.3050486558606911 0.5788682950234776 not prognostic ARPC2 0.17473968999844255 -0.2637376443253152 0.6132170243222003 0.4347586326086844 0.6828761469729038 not prognostic RPL23 0.006055528703028954 -0.6297488168468184 0.6418598742528763 0.9851066805173827 0.9946611154474035 not prognostic SBNO1 0.23197285227160036 -0.25913514142963995 0.7230808459728406 0.35455981762589805 0.6209651892027906 not prognostic SBDS 0.07162575967870081 -0.3227989017800555 0.46605042113745715 0.721899938541766 0.869289865469325 not prognostic RPSA 0.29155198723906556 -0.3380131338051607 0.9211171082832919 0.36405761755078403 0.627654120918962 not prognostic RPTOR -0.16740804749397664 -0.5642226580085858 0.22940656302063261 0.4083112534526927 0.6630891805118734 not prognostic RQCD1 0.5738086944773043 -0.007598927423281943 1.1552163163778906 0.053070417725665175 0.22223547703362034 not prognostic ARL6 -0.07734754710571129 -0.4145201406268397 0.2598250464154171 0.6529868918798827 0.8301891001136879 not prognostic RRAGB 0.0833574137745962 -0.2700486102586887 0.4367634378078811 0.6438704117379722 0.8268175267197454 not prognostic RRAGC 0.22272496310796008 -0.08009866366992446 0.5255485898858446 0.14943168637328835 0.3917604357540411 not prognostic RSBN1L 0.32736557049949533 -0.10805852279972528 0.7627896637987159 0.14059935473792637 0.37926665350064925 not prognostic RSF1 0.345044639812467 -0.07499059454625673 0.7650798741711908 0.10738832469909566 0.3274685528034753 not prognostic RSPRY1 0.14824438942893345 -0.20880299258372562 0.5052917714415925 0.4157779822723814 0.6679455006791012 not prognostic RSRC1 -0.1875373759071664 -0.6920208110843644 0.31694605927003167 0.46624653416846107 0.7055958790416214 not prognostic RSRC2 -0.030739134710211585 -0.48929306710996234 0.42781479768953923 0.8954699113120457 0.954421680473422 not prognostic SBF1 -0.706363224687612 -1.1269315409512928 -0.2857949084239313 0.0009953180305486487 0.02676000698949565 favorable RTCA 0.005715589423660238 -0.4034577843224173 0.4148889631697378 0.9781582435789882 0.9916714703615311 not prognostic RTF1 0.3864172824823748 -0.08385358735606652 0.8566881523208161 0.10729212193922856 0.3275098423872872 not prognostic CHMP1B 0.07046841554956094 -0.29071735743488625 0.43165418853400817 0.7021685569070923 0.8597531578212797 not prognostic CHMP1A -0.019907774596281767 -0.3786297405607988 0.3388141913682352 0.9133841828731692 0.9636493741767009 not prognostic CHM 0.26716582114182946 -0.12036588740196819 0.6546975296856271 0.1766292733350775 0.4301854962374725 not prognostic CHD2 0.7145350272837608 0.10991144287955346 1.319158611687968 0.020544302962613784 0.13082015961897667 not prognostic SAFB 0.17021112978760566 -0.3473762101903062 0.6877984697655175 0.5192228983037768 0.743063076808458 not prognostic SAFB2 0.4025468522247057 -0.12227651653216393 0.9273702209815753 0.1327566110595073 0.3684345749583909 not prognostic SAP130 0.47667673421929907 -0.10842089447207964 1.0617743629106777 0.11031588378095432 0.3322092524355479 not prognostic SAP18 0.5512661064137968 -0.03204189201481922 1.1345741048424127 0.06398267970288009 0.24522128911810165 not prognostic SAP30BP -0.10870851742010329 -0.6228039204279123 0.4053868855877057 0.678547512807407 0.8475217469537828 not prognostic SART1 0.1092589392203088 -0.42595512928699253 0.6444730077276102 0.6890767583859194 0.8528205996446139 not prognostic RTCB -0.4675716475769235 -1.0316507358084457 0.09650744065459871 0.10423999201132417 0.32192502534576933 not prognostic NUDT21 0.29432041585937213 -0.32368509777723714 0.9123259294959813 0.3506042366260853 0.6180271176438948 not prognostic ARHGEF18 0.16005575159571994 -0.2465145846531268 0.5666260878445667 0.44036035483336733 0.6870941542041021 not prognostic RPL21 -0.05814364769883865 -0.6238522590121143 0.507564963614437 0.8403502386072532 0.9271294745841945 not prognostic CLP1 -0.12496329631399618 -0.6891148473347363 0.43918825470674394 0.6641831687749477 0.8371718865327477 not prognostic RANBP3 0.016674199484981802 -0.41899267732123074 0.4523410762911943 0.9402040927077587 0.9768651783697997 not prognostic RAPGEF1 0.06576356263150243 -0.43642148505868716 0.567948610321692 0.7974360258506792 0.9076334527639373 not prognostic RAPGEF6 0.41612692066339574 -0.061308170342432355 0.8935620116692238 0.08758402749840326 0.2904221474789646 not prognostic RARS 0.06418934433053493 -0.4367980429263626 0.5651767315874324 0.8017200211656621 0.9101952002911707 not prognostic RASA1 0.25192445691873805 -0.23325963338771127 0.7371085472251874 0.30882935203188777 0.5825851640837529 not prognostic APPL1 0.27547334146956737 -0.13268257254901578 0.6836292554881505 0.18589441178190813 0.44322574399025927 not prognostic RBFOX2;RBFOX1;RBFOX3 0.3201306782215374 -0.18503194070937634 0.8252932971524511 0.21421273312774985 0.4766020376970041 not prognostic RBL2 -0.2253664358267358 -0.6749281678781933 0.22419529622472176 0.3258363914804249 0.5979121157868916 not prognostic RBM10 -0.13443885951620102 -0.692850433978822 0.42397271494641986 0.6370225825913338 0.821677450214697 not prognostic RBM12 1.1052858145124886 0.4712490671213212 1.739322561903656 0.0006338250345360024 0.021741898598470612 unfavorable APPL2 0.19287179020930237 -0.1912244043102059 0.5769679847288106 0.3250244966469539 0.5976472208831748 not prognostic RBM14 0.3075932364446962 -0.2884547275495994 0.9036412004389918 0.31180194158372393 0.5841311535884245 not prognostic RBM15 0.21650721551345875 -0.37484985379958524 0.8078642848265027 0.4730159394727923 0.7111522596305474 not prognostic APTX -0.29838414913235545 -0.6553196469276565 0.0585513486629457 0.10132714399334944 0.3162014361005429 not prognostic RBM15B 0.04536578716544495 -0.4570968851956745 0.5478284595265643 0.8595405680416726 0.9366439515186338 not prognostic AQR 0.3356393267773571 -0.14656386784858016 0.8178425214032943 0.17249197358191704 0.42473064892159057 not prognostic RBM22 0.3624507756013684 -0.15385011610381394 0.8787516673065507 0.1688453569446942 0.42014243488767294 not prognostic RBM25 0.6538877218351341 0.0690029742058359 1.2387724694644322 0.02843770281337359 0.15402465413680202 not prognostic ARAF 0.12787042108518562 -0.2578337678198096 0.5135746099901809 0.5158367646992241 0.7408223539223858 not prognostic RBM26 0.25169016326139054 -0.11933014417170107 0.6227104706944822 0.1836544922972386 0.4404657566400153 not prognostic RBM27 -0.3013647922256551 -0.786873081014445 0.18414349656313478 0.22376055521527927 0.48837841317464536 not prognostic RBM45 -0.42097346203272545 -1.0465113516519962 0.20456442758654536 0.18716465117127315 0.4445967423551097 not prognostic RANBP10 0.07578301049802084 -0.34940140519754337 0.500967426193585 0.7268375192947902 0.8718349826160581 not prognostic RALGAPB 0.1493581568808577 -0.3060274257213784 0.6047437394830938 0.5203328552761919 0.743344511454882 not prognostic RALGAPA2 0.03545874325836134 -0.2968722321709731 0.3677897186876958 0.8343526685343946 0.9246143633356152 not prognostic RALGAPA1 0.07809475424554427 -0.296468315555802 0.4526578240468905 0.6828010246190328 0.8489262010018331 not prognostic PUM2 0.370099217567524 -0.07819761422361854 0.8183960493586666 0.10564487762351324 0.3244729294556823 not prognostic PWP1 0.24966485765060398 -0.22555467435393944 0.7248843896551473 0.3031502853555716 0.5773462039541444 not prognostic PXN 0.2117870265440824 -0.262503406731353 0.6860774598195178 0.3814697303487514 0.6422148356172191 not prognostic QARS -0.29469724046798873 -0.8308326951299578 0.24143821419398037 0.28133189118712376 0.5536962896896722 not prognostic API5 -0.09038484023729353 -0.6572571337310311 0.47648745325644404 0.7546559520712224 0.8846974910165842 not prognostic QRICH1 -0.20264686361648773 -0.7844133412934453 0.3791196140604698 0.4947871086479072 0.7262014727417563 not prognostic QTRT1 0.022607653297419577 -0.322761208500763 0.3679765150956022 0.8979130286318724 0.9549792522381984 not prognostic QTRTD1 -0.024083016413310208 -0.44980357369593255 0.4016375408693121 0.9117153251282747 0.9625692577680948 not prognostic RAB11B 0.3656047579669158 -0.09752504015944397 0.8287345560932756 0.12180579536450367 0.3497521763625405 not prognostic RAB14 0.17146229571584745 -0.22075619584880626 0.5636807872805012 0.391545390538549 0.64904756183885 not prognostic RAB1B 0.8514464138538467 0.402367277307045 1.3005255504006483 0.00020235481521680326 0.014378433814571743 unfavorable ARCN1 0.21340584672167096 -0.3542970655422537 0.7811087589855956 0.4612608381045795 0.7026830497788499 not prognostic RAB22A 0.690033176916203 0.2520755174683353 1.1279908363640707 0.0020146679149056538 0.03854128598750068 unfavorable RAB35 0.5378833128355947 0.0407077905203409 1.0350588351508483 0.03396877738368899 0.1699008178302612 not prognostic RAB3GAP1 0.5891392032182536 0.108447535688945 1.0698308707475623 0.016299196708515037 0.11409437695960527 not prognostic RAB3GAP2 0.4913919722064716 0.01490713486782852 0.9678768095451147 0.04325050695670147 0.1966591106060682 not prognostic RAB5A 0.28745362520474915 -0.14899319482427692 0.7239004452337752 0.19674665703545274 0.45551404717827987 not prognostic RAB5C 0.2578068896685566 -0.25548089950424036 0.7710946788413535 0.32490765680446293 0.5976778819335025 not prognostic RAB6A 0.2127279494423228 -0.22139499976882335 0.6468508986534689 0.3368453173053414 0.60630802690686 not prognostic RAB7A 0.4370520425253262 0.01763212728898983 0.8564719577616626 0.04111588062641053 0.19122622298610567 not prognostic RAB8A 0.5537005918296078 0.11714618380917563 0.9902549998500401 0.012922209657655573 0.10095335345985196 not prognostic RABGAP1 0.5940688977548771 0.10174322987595535 1.086394565633799 0.01802973082559966 0.12055278572187733 not prognostic RAD54L2 -0.4140803771548733 -0.9276717501305678 0.09951099582082118 0.1140586030503233 0.3393707787004136 not prognostic RAF1 -0.1892835786983237 -0.658064621377072 0.2794974639804245 0.42871598598365745 0.6773061977257252 not prognostic RAB24 -0.001146543929464013 -0.37549431166586517 0.37320122380693715 0.9952103806940268 0.9979971481130848 not prognostic ARF1;ARF3 0.6105963400206228 0.028395674580398933 1.1927970054608465 0.03982520593721883 0.1872663176239077 not prognostic RBM5 0.03754191861487577 -0.5527126995768057 0.6277965368065572 0.9007931714067522 0.9562249541859915 not prognostic RBM6 -0.004225803318859473 -0.487399916768456 0.4789483101307371 0.9863235775996938 0.9955529864994429 not prognostic RMND5A 0.2708879979009274 -0.32067718526356387 0.8624531810654186 0.36945130078347554 0.6325678898287352 not prognostic CHUK 0.46803081097889565 0.03969988468303598 0.8963617372747553 0.03222379946994858 0.16532932759567312 not prognostic CHTOP 0.03040096806083468 -0.4554375249215164 0.5162394610431857 0.9023896194940397 0.957352087134748 not prognostic ARHGAP35 -0.1072105503421518 -0.4529763206336269 0.23855521994932335 0.5433731124974156 0.7600092917027592 not prognostic RNF20 0.438441537873609 -0.03100781558246657 0.9078908913296846 0.06717438507532064 0.2522702473067725 not prognostic RNF214 0.21095159273160663 -0.3159461855572219 0.7378493710204352 0.4326285505107287 0.6808443334017497 not prognostic RNF25 0.4528471592371169 -0.03436524477373787 0.9400595632479716 0.06849762442607465 0.25425341272249025 not prognostic RNF31 -0.23899352724367354 -0.7259462810596881 0.247959226572341 0.3360803900108436 0.6056617817566592 not prognostic RNF40 0.5424644634771757 -0.0012357097822082164 1.0861646367365596 0.05052297242114084 0.21611666129310747 not prognostic RNPS1 -0.12734606009393337 -0.687684010669354 0.43299189048148734 0.6560059955806596 0.8321368204071473 not prognostic ARHGAP5 -0.38483898518425685 -0.9117522473478612 0.1420742769793475 0.15229011077685053 0.39612241771793805 not prognostic RIPK1 -0.12936943022897449 -0.6199073501938129 0.361168489735864 0.6052254366285386 0.8038248530092428 not prognostic ROCK1 0.00935994637890808 -0.5038007793351216 0.5225206720929376 0.971482227200944 0.9899476872444858 not prognostic RPA1 0.3512238646773156 0.004638209414258632 0.6978095199403725 0.04701185846807793 0.2075429826749022 not prognostic RPF1 -0.036147553163350145 -0.4332321433448731 0.36093703701817276 0.8583930056322251 0.9365333389501963 not prognostic RPL10 0.41826219707202067 -0.10424501759205557 0.940769411736097 0.11666353792200398 0.3434688112514639 not prognostic RPL10A -0.13962973204932505 -0.6017808358634673 0.32252137176481727 0.5537407740443474 0.7680311618929577 not prognostic RPL11 0.050289397570564255 -0.4009918876518393 0.5015706827929678 0.8271078404064269 0.9203450776980786 not prognostic RPL12 0.3735014033091362 -0.19453140991482415 0.9415342165330967 0.19748684389266233 0.4565194199253823 not prognostic RPL13 -0.09867192762373049 -0.6319755229038804 0.4346316676564194 0.7168791370773283 0.8668583082459913 not prognostic RPL13A -0.14613985215697353 -0.8755052509154582 0.583225546601511 0.6945339257915772 0.855671148701251 not prognostic RPL15 -0.11069424403105384 -0.6862725962750368 0.4648841082129291 0.7062204830781786 0.8618854941383497 not prognostic ARHGEF12 -0.5051852742542526 -0.8959620169336606 -0.1144085315748446 0.011283736847414816 0.09441429532234098 not prognostic RPL18 0.06534301567579041 -0.449496154236289 0.5801821855878698 0.8035485894503819 0.9110004459097466 not prognostic ARHGDIA -0.05092277360020625 -0.3752899278899682 0.2734443806895557 0.7583128980712861 0.8864310453626093 not prognostic RPL22 0.38844794402222366 -0.13795352840679326 0.9148494164512406 0.1480879998886828 0.39018006562783314 not prognostic RINT1 -0.17747335039214107 -0.581223607108629 0.22627690632434688 0.3889483649683264 0.6472592400671796 not prognostic ARHGAP17 -0.1949524623464981 -0.61127663036213 0.22137170566913378 0.3587267474035595 0.6238695744957397 not prognostic RBM7 -0.20034813890526992 -0.7071276118900761 0.30643133407953627 0.43843172627168536 0.6856382961240871 not prognostic ARF5 0.5906842640213541 0.006065276334367153 1.175303251708341 0.047670039646808486 0.20921071811660608 not prognostic CLK1 0.37876326592726917 -0.02435393380533818 0.7818804656598766 0.06554031748932074 0.24874203581258522 not prognostic CLIP1 -0.0006811525311914031 -0.3482380034727346 0.3468756984103518 0.9969351755352439 0.9984965462095357 not prognostic CLINT1 0.11732214664615018 -0.3852278190372793 0.6198721123295796 0.6472679864826456 0.8285659541005328 not prognostic ARFGAP2 -0.19720639806458387 -0.6038356745494808 0.20942287842031307 0.34183788269260323 0.6102641203882107 not prognostic RBSN 0.14598247676886575 -0.39126952342970167 0.6832344769674332 0.5943363009983631 0.7960940907896985 not prognostic RCOR1 0.746257425522743 0.2544352042866591 1.2380796467588269 0.0029402612906184776 0.04726060921886397 unfavorable CLDND1 0.06553896679137636 -0.3656383825631968 0.49671631614594947 0.7657683675881286 0.8903797655865605 not prognostic RECQL5 0.0916272725499517 -0.32112240756946686 0.5043769526693703 0.66349200925066 0.8366540787072055 not prognostic REL 0.4148873648645989 -0.017409408464468257 0.847184138193666 0.059967494034820365 0.23724656389471796 not prognostic CIAPIN1 0.3614595773355073 0.023915518701771887 0.6990036359692428 0.035831848279167175 0.1748242711953045 not prognostic RELA 0.19453565364120695 -0.24955492428242992 0.6386262315648439 0.390577761326226 0.6484039861215839 not prognostic CLASP2 -0.17498783600089818 -0.6272615176799705 0.27728584567817416 0.44825721649675754 0.6934934956446294 not prognostic CLASP1 0.3076108049043313 -0.18838331815410247 0.8036049279627651 0.2241560507898792 0.48852705032175964 not prognostic CKAP5 0.811476771949258 0.3104461387069851 1.312507405191531 0.0015015322125701742 0.03394751994732518 unfavorable RFX1 0.6877690184587206 0.1858350672743908 1.1897029696430503 0.007239595648069843 0.07390661326929227 not prognostic RGL2 0.12905407844039737 -0.33014351454491253 0.5882516714257072 0.5817479240540347 0.7878368119884697 not prognostic ARGLU1 0.02469771712625918 -0.39426373663643166 0.44365917088895 0.9080174395068236 0.9602504294713669 not prognostic RHOT2 -0.453666067699542 -0.7976152950120807 -0.10971684038700324 0.009732941070209783 0.08775329446282798 not prognostic RIC8A 0.30754892540111023 -0.1214641463742786 0.7365619971764991 0.16000641014166528 0.40847943826584804 not prognostic RICTOR 0.4970808245127141 -0.07061455272220091 1.0647762017476292 0.08613133908791444 0.2874147889877368 not prognostic ARHGAP12 0.1646410697427236 -0.16981895428356855 0.4991010937690158 0.3346396997462291 0.6041599580213731 not prognostic CIC -0.24168539221832772 -0.7414869343858829 0.2581161499492275 0.34324884160218805 0.6115635579829631 not prognostic CLCN3 -0.021748462334557787 -0.39038912643030277 0.3468922017611872 0.9079451775749227 0.9602874394363003 not prognostic FGFR1OP -0.06698370621205105 -0.38413016701707947 0.25016275459297743 0.678904087571256 0.847494185168078 not prognostic