Hybridization REF p difference q subclass Composite Element REF p difference q subclass MYH11|MYH11 0.000435408146851733 0.621079800687013 0.00109602740414402 1 BRD4|BRD4 2.34964162465549e-06 0.566145859279221 1.00896375646971e-05 1 SYK|SYK 5.05530079818521e-06 0.554835479085281 1.97698370500457e-05 1 BCL2L1|BCL-XL 6.21366440044122e-11 0.486824468649784 9.07195002464418e-10 1 BAX|BAX 3.24416500494901e-08 0.439894850399567 2.73258513878397e-07 1 MAPK1|ERK2 5.62952705866679e-11 0.43326904988961 8.89458125357621e-10 1 BCL2A1|BCL2A1 5.20940898744347e-08 0.428109149933766 3.93400195948317e-07 1 PEA15|PEA15 1.45368240148107e-08 0.420842104740693 1.38415846054067e-07 1 CAV1|CAVEOLIN-1 0.000124898333981308 0.418393631093939 0.000346237153695018 1 YWHAZ|14-3-3_ZETA 1.28020353506961e-05 0.398033697024675 4.59614056033188e-05 1 XRCC5|KU80 9.35927150465306e-07 0.387476226308658 4.76669874306749e-06 1 HSPA1A|HSP70 7.63074962181764e-05 0.377712501026407 0.00022499748092597 1 SERPINE1|PAI-1 0.0298593785368438 0.364804074288745 0.0474648698179539 1 MAPK14|P38_MAPK 2.34784784997656e-07 0.359047236139827 1.4690819404139e-06 1 COL6A1|COLLAGEN_VI 8.70328590126557e-06 0.356751088805628 3.2862407109951e-05 1 CHEK1|CHK1_PS296 1.26785163850296e-09 0.347853524235065 1.6332912284244e-08 1 PDCD4|PDCD4 1.44358401042663e-06 0.34782409708355 6.75451105294986e-06 1 BRAF|B-RAF_PS445 1.52873016145312e-06 0.347532974606493 6.97483136162986e-06 1 PEA15|PEA15_PS116 0.0116449024445338 0.344061695041125 0.020733606791487 1 TIGAR|TIGAR 0.000261507006045401 0.33783455899697 0.00069000041354148 1 YAP1|YAP_PS127 1.00553984917576e-05 0.337513836204762 3.73242757575409e-05 1 ATM|ATM 0.00124186616130308 0.330721772185714 0.00277519070740178 1 LCK|LCK 6.50660714228451e-07 0.32398133694329 3.39273086704835e-06 1 PRKAA1|AMPK_PT172 0.0122817624539345 0.323335775796104 0.0216911772371908 1 SMAD3|SMAD3 5.04814946328212e-12 0.320411140434199 1.00504066587162e-10 1 FN1|FIBRONECTIN 0.00984001886955442 0.306679280208225 0.0178096209291935 1 PIK3R1 PIK3R2|PI3K-P85 1.55948768779136e-07 0.295703013344156 1.00449354007738e-06 1 CDKN2A|P16_INK4A 0.00800754023954173 0.293785919951082 0.0147365656509213 1 ABL1|C-ABL 7.23198463313757e-13 0.292320655942424 1.75978292739681e-11 1 PRKAA1|AMPK_ALPHA 2.3916212798834e-05 0.288796225466234 8.44782355313653e-05 1 ARAF|A-RAF 1.44959826250522e-06 0.286571045009957 6.75451105294986e-06 1 GSK3A GSK3B|GSK3-ALPHA-BETA 2.18501136673451e-06 0.284669352164935 9.57034978629715e-06 1 EIF4EBP1|4E-BP1_PT37_T46 0.0014977004716032 0.28427901505671 0.00324748914139704 1 BID|BID 3.7954335292795e-07 0.280059641345022 2.1312819049031e-06 1 GAPDH|GAPDH 0.032903579456869 0.275920695911255 0.0503907965108693 1 TSC1|TSC1 1.20643855893185e-06 0.274538912745887 5.871334320135e-06 1 KDR|VEGFR2 0.000268677777229413 0.273100393165801 0.000692240390744017 1 ARID1A|ARID1A 0.00144105099345362 0.264368168898268 0.00315590167566343 1 IRF1|IRF-1 2.79285447888073e-07 0.260203168183983 1.65306792128346e-06 1 MAP2K1|MEK1 0.00290997171026093 0.254477210898268 0.00590077596802911 1 RICTOR|RICTOR_PT1135 6.0699478680896e-08 0.25345694565671 4.43106194370541e-07 1 CCND1|CYCLIN_D1 0.00116443582290291 0.250786681785714 0.00271288771506104 1 EIF4EBP1|4E-BP1_PT70 0.00037563946700135 0.242745130341558 0.000956570270619717 1 RAF1|C-RAF 3.41372288183758e-05 0.242485611951948 0.000111582882257079 1 STK11|LKB1 2.53133724363991e-08 0.238736708192641 2.21745142542856e-07 1 EIF4EBP1|4E-BP1_PS65 1.44340828116435e-07 0.235892929195238 9.57898222954523e-07 1 PXN|PAXILLIN 0.00121998376930254 0.235177473324242 0.00275439634512635 1 CASP7|CASPASE-7_CLEAVEDD198 0.00755643213408888 0.23426985720303 0.0140242257403853 1 YBX1|YB-1 0.0129231586717454 0.229530521740693 0.0222848169221436 1 PDK1|PDK1_PS241 3.13224359104128e-05 0.228740107886147 0.000103933537339097 1 NF2|NF2 4.48153556620791e-05 0.22406769582987 0.000140208041285647 1 RAB11A RAB11B|RAB11 3.26021883309217e-06 0.216068601887879 1.34714702725884e-05 1 GAB2|GAB2 0.00417194214321051 0.206838884001299 0.00823112909336128 1 SRC|SRC 0.000540045303875266 0.205935780592641 0.00129966946756795 1 STAT5A|STAT5-ALPHA 0.0306179845134948 0.202472444665368 0.0482398461039954 1 CLDN7|CLAUDIN-7 0.0326203294370939 0.200888566287013 0.0503907965108693 1 ERCC5|ERCC5 0.0124398458108904 0.193743183783117 0.0216923169504216 1 YAP1|YAP 0.000120274755509147 0.188734357137229 0.000342080148785756 1 COG3|COG3 0.0310382396122654 0.1798036545 0.0485526748220437 1 RPTOR|RAPTOR 0.000177231436617062 0.169333370703463 0.000485171057739207 1 ERBB3|HER3_PY1289 2.60240732385506e-05 0.163411227402165 8.90511256131653e-05 1 ANXA7|ANNEXIN_VII 0.00361779004027954 0.158485873333766 0.00726877081487357 1 RPS6|S6 0.0124805111221604 0.157483435611688 0.0216923169504216 1 TP53BP1|53BP1 0.0163516275659702 0.156318214779654 0.027335926999599 1 SMAD1|SMAD1 0.000124876932957139 0.155943991151948 0.000346237153695018 1 EEF2|EEF2 0.0161267456901772 0.155872316592641 0.0271673638934524 1 EIF4EBP1|4E-BP1 0.00606356988000466 0.154551659384848 0.0116484368747458 1 BCL2L11|BIM 0.0368140076686578 0.148672999034199 0.0559879699960837 1 PDK1|PDK1 2.53204489919566e-05 0.141812095330303 8.80187036387063e-05 1 CASP8|CASPASE-8 0.000224318895267066 0.122775070341558 0.000599095586140091 1 CHEK2|CHK2_PT68 0.00731513761433282 0.111796849755411 0.0136924370729819 1 MAP2K1|MEK1_PS217_S221 0.00943738168562842 0.107588369280087 0.0172232215762719 1 YBX1|YB-1_PS102 0.000494553861065587 0.0921714434099567 0.00121693590531869 1 CDKN1B|P27_PT157 0.00118307892934507 0.090673425291342 0.00272730826870074 1 WWTR1|TAZ 0.019956598193895 0.0838147917354978 0.0331098106398712 1 BAD|BAD_PS112 0.039798429057894 0.0724995013536797 0.0601093514736468 1 BIRC2 |CIAP 0.0492507823853498 0.0659535353424242 0.0738761735780247 1 EGFR|EGFR_PY1173 0.0255719754843487 0.0492171021952381 0.0414834268968323 1 CDK1|CDK1 0.0274341469661797 -0.0728550520220779 0.0441770454823041 1 RB1|RB 0.0149341094464566 -0.083118327304329 0.0253532555718914 1 NRG1|HEREGULIN 0.0326892102749614 -0.0960697968471861 0.0503907965108693 1 MAPK8|JNK_PT183_PY185 0.000578979483568245 -0.101193839009957 0.00137822290110267 1 BAK1|BAK 0.000445247127050736 -0.108939051358874 0.00110805819118308 1 MTOR|MTOR_PS2448 0.0202219171488429 -0.10909847244026 0.0331127026641049 1 CDKN1B|P27 0.00523721853922568 -0.110806486380519 0.0102406326793788 1 ITGA2|CD49B 0.020260740442877 -0.114366131485281 0.0331127026641049 1 CDK1|CDK1_PY15 0.00634828542705701 -0.115915423178788 0.0119851250734956 1 FOXO3|FOXO3A_PS318_S321 4.22277463832561e-05 -0.12514176324632 0.000135998183204898 1 CTNNA1|ALPHA-CATENIN 7.70539318239623e-05 -0.129307649048918 0.00022499748092597 1 BECN1|BECLIN 0.00387932614944152 -0.138419610198701 0.00772338569752448 1 ACVRL1|ACVRL1 0.00185655427066255 -0.138837662286147 0.00390947485841441 1 NRAS|N-RAS 2.58127938590099e-06 -0.149745218948485 1.08711574136984e-05 1 PREX1|PREX1 0.0147639634988571 -0.150560855145022 0.0252602187988258 1 BRCA2|BRCA2 7.19953187321098e-05 -0.150691671066234 0.000215985956196329 1 JUN|C-JUN_PS73 0.00176065827432583 -0.15190271960303 0.00374353555414909 1 SMAD4|SMAD4 6.33739481948271e-05 -0.154819090997836 0.000192762425759266 1 CHEK1|CHK1_PS345 8.67214880721367e-05 -0.154851235082684 0.000249894814313131 1 PRKCD|PKC-DELTA_PS664 3.83909294172281e-06 -0.156888120871429 1.55696547080981e-05 1 YWHAE|14-3-3_EPSILON 2.69928271532192e-07 -0.161761441500866 1.64206365182083e-06 1 RPS6KA1|P90RSK_PT359_S363 0.00212695163633572 -0.167583277443723 0.00435329353605161 1 XBP1|XBP1 0.0299093700222723 -0.172640117845455 0.0474648698179539 1 ERCC1|ERCC1 0.000268180208186567 -0.178517661248052 0.000692240390744017 1 EEF2K|EEF2K 0.00616669164770915 -0.190479561728571 0.0117435258334635 1 PGR|PR 4.45204160806464e-09 -0.199294862531169 5.41665062314531e-08 1 RAD51|RAD51 0.0116075004263576 -0.220179315004762 0.020733606791487 1 ANXA1|ANNEXIN-1 0.00169034477203334 -0.226586191852381 0.00362926965760099 1 BCL2|BCL-2 1.60759525895594e-06 -0.235698779261905 7.18496656553777e-06 1 SHC1|SHC_PY317 4.30958930569083e-05 -0.241027203045455 0.000136782617093665 1 ARAF|A-RAF_PS299 1.62386579825098e-11 -0.243901622288745 2.96355508180804e-10 1 GSK3A GSK3B|GSK3_PS9 0.00537255624118318 -0.244523937351082 0.010412299263886 1 RPS6KB1|P70S6K_PT389 1.14537864000172e-05 -0.253790405241991 4.18063203600628e-05 1 GUSP4|DUSP4 5.84560067482109e-06 -0.257260566671429 2.24594131190495e-05 1 NKX2-1|TTF1 9.65382119617041e-10 -0.263389288670563 1.32136677622582e-08 1 FOXM1|FOXM1 1.39134561151881e-07 -0.274572634996104 9.52202152883186e-07 1 PECAM1|CD31 3.3336598420192e-07 -0.28840627168961 1.92124080369001e-06 1 AR|AR 5.03079460095596e-07 -0.295911191768398 2.68718053075452e-06 1 TSC2|TUBERIN_PT1462 1.05728120644227e-06 -0.299783545825541 5.26237691388312e-06 1 PRDX1|PRDX1 0.000632379055850422 -0.309455015874026 0.00148915067990583 1 PARP1|PARP_CLEAVED 5.68603367808525e-11 -0.311661987505195 8.89458125357621e-10 1 INPP4B|INPP4B 5.16121770283028e-09 -0.31454587778658 5.94898251010438e-08 1 IGFBP2|IGFBP2 0.00199416739375428 -0.317734282957143 0.00415926342125893 1 PTPN11|SHP-2_PY542 4.41470531252085e-08 -0.333306100698268 3.45293022657881e-07 1 SNAI1|SNAIL 1.30056001045467e-13 -0.337399795859307 7.12056605723932e-12 1 BAP1|BAP1-C-4 4.74515521000868e-05 -0.337788582614286 0.000146364646618578 1 SRSF1|SF2 7.65438586554656e-08 -0.346140384132035 5.40745324049902e-07 1 RPS6|S6_PS235_S236 0.00133795011510352 -0.353964880225541 0.00295970783038051 1 CHEK1|CHK1 2.42559819867176e-08 -0.377878259925974 2.21335835628798e-07 1 SCD|SCD 6.02040195423837e-13 -0.392171699155411 1.75503255177877e-11 1 ACACA ACACB|ACC_PS79 0.000194392773438021 -0.40809244514329 0.000525580461517612 1 SRC|SRC_PY416 1.13838301545318e-08 -0.424646325637662 1.22441825493364e-07 1 EGFR|EGFR_PY1068 1.23000920586941e-08 -0.438705178287013 1.22441825493364e-07 1 ESR1|ER-ALPHA 1.18020825359135e-08 -0.449639344480087 1.22441825493364e-07 1 RB1|RB_PS807_S811 4.368465809173e-07 -0.452189980260173 2.39173503052222e-06 1 RPS6|S6_PS240_S244 0.00206586150661048 -0.456477937147619 0.00426814782969524 1 MET|C-MET 6.41107781471696e-13 -0.460991317117316 1.75503255177877e-11 1 AKT1 AKT2 AKT3|AKT_PS473 5.04006333027917e-06 -0.468695284946753 1.97698370500457e-05 1 EPPK1|EPPK1 0.00120073563580227 -0.474515841556277 0.00273917816917393 1 MSH2|MSH2 1.17076928490038e-13 -0.518379410118182 7.12056605723932e-12 1 FOXO3|FOXO3A 2.38855095776864e-13 -0.518973462904329 1.04618531950266e-11 1 SQSTM1|P62-LCK-LIGAND 0.000502920621863119 -0.523462728623809 0.00122377351320026 1 TP53|P53 3.81446995734028e-13 -0.561693299390909 1.3922815344292e-11 1 DIRAS3|DIRAS3 5.09358996702361e-15 -0.57254536705671 1.11549620277817e-12 1 COPS5|JAB1 3.46296856305494e-14 -0.57949559071645 3.79195057654516e-12 1 SETD2|SETD2 8.51602494312e-13 -0.60403041211039 1.86500946254328e-11 1 RAB25|RAB25 4.40347782261843e-08 -0.66409452061342 3.45293022657881e-07 1 FASN|FASN 2.69958240258062e-05 -0.763271455120779 9.09551609484855e-05 1 DIRAS3|DIRAS3 7.12773745835347e-27 0.53195846255974 7.80487251689705e-25 2 COPS5|JAB1 3.90312090791338e-26 0.527139013383117 1.42463913138838e-24 2 RAB25|RAB25 1.25786444534559e-05 0.525676762783117 2.18628820262448e-05 2 ESR1|ER-ALPHA 7.66662171293345e-17 0.518109962696537 3.64997859811397e-16 2 FOXO3|FOXO3A 3.10515790073284e-26 0.491592744795238 1.36005916052098e-24 2 TP53|P53 1.45639690318406e-24 0.479240399577922 2.92139695106281e-23 2 AKT1 AKT2 AKT3|AKT_PS473 5.41031043453261e-17 0.46426005311645 2.75548368642475e-16 2 MSH2|MSH2 1.46736833158406e-24 0.455020933893074 2.92139695106281e-23 2 SRC|SRC_PY416 4.19674240869223e-23 0.444729610049784 5.96095977319789e-22 2 SETD2|SETD2 4.48507086852824e-08 0.436592343625541 1.00227604102825e-07 2 EGFR|EGFR_PY1068 5.71487595982064e-20 0.418321311284416 5.00623134080288e-19 2 INPP4B|INPP4B 2.66466595739505e-26 0.380809535069697 1.36005916052098e-24 2 MET|C-MET 5.98923160553697e-22 0.378763874334632 7.71553953889763e-21 2 ANXA1|ANNEXIN-1 4.05079605086359e-20 0.3760466493 3.85706232669185e-19 2 MAPK1 MAPK3|MAPK_PT202_Y204 9.6814835793682e-13 0.352785334477489 3.31288266231506e-12 2 GUSP4|DUSP4 1.16581994575689e-26 0.352107563814286 8.5104856040253e-25 2 RAD51|RAD51 2.97194289251757e-17 0.350341442502597 1.54965593681273e-16 2 PTPN11|SHP-2_PY542 3.75163329064286e-24 0.348075630893939 6.84673075542322e-23 2 SNAI1|SNAIL 1.21354889460124e-27 0.340008903864502 2.65767207917672e-25 2 SRC|SRC_PY527 2.05628286875521e-08 0.324900515915584 4.79070157720629e-08 2 CHEK1|CHK1 2.26593304859002e-19 0.311370608961472 1.90861283708159e-18 2 PECAM1|CD31 5.60782269365574e-21 0.307055575417749 6.4637535258453e-20 2 BCL2|BCL-2 4.35503910370622e-23 0.306073825016017 5.96095977319789e-22 2 RB1|RB_PS807_S811 1.9972482068056e-10 0.301837972357143 5.9917446204168e-10 2 NKX2-1|TTF1 1.19512822945811e-24 0.29921220318658 2.90814535834807e-23 2 RPS6KB1|P70S6K_PT389 1.14885643945074e-20 0.294813615385714 1.19809314399863e-19 2 PARP1|PARP_CLEAVED 5.78331705467059e-24 0.294155048641126 9.74266488440661e-23 2 TSC2|TUBERIN_PT1462 5.89509359115821e-18 0.292016037487879 3.79713381312838e-17 2 SRSF1|SF2 1.53778140925583e-18 0.286467846121645 1.12258042875676e-17 2 ARAF|A-RAF_PS299 1.09954705153043e-23 0.271533789003896 1.72000574489403e-22 2 FOXM1|FOXM1 3.46664011522441e-20 0.261747183087879 3.45088266015521e-19 2 PREX1|PREX1 4.90562355750881e-14 0.255867939957143 1.8847922089376e-13 2 GSK3A GSK3B|GSK3_PS9 2.02385489718281e-09 0.251374202041991 5.09453129290845e-09 2 XBP1|XBP1 3.1112991744767e-09 0.226023138508658 7.65589347427413e-09 2 BECN1|BECLIN 3.95931238456764e-15 0.22408682775368 1.73417882444063e-14 2 RPS6KA1|P90RSK_PT359_S363 4.12493965072299e-18 0.220534479069697 2.79650973891045e-17 2 EPPK1|EPPK1 0.00603288924956326 0.213939099989177 0.00810553831689788 2 SCD|SCD 6.42343346762434e-11 0.200625942971861 2.0096170420139e-10 2 STAT3|STAT3_PY705 2.02010813662858e-09 0.198483874513853 5.09453129290845e-09 2 JUN|C-JUN_PS73 5.06829816558802e-14 0.198354216015152 1.91371947976513e-13 2 NDRG1|NDRG1_PT346 5.17496380094736e-05 0.194718371467965 8.45759009259307e-05 2 RPS6|S6_PS235_S236 0.000138643747961455 0.191893692651515 0.000213823808475765 2 PTEN|PTEN 5.76856122876327e-06 0.187340889047186 1.0527624242493e-05 2 BAP1|BAP1-C-4 3.50427587468876e-08 0.184599981140693 7.91171563460658e-08 2 PGR|PR 1.40498972264382e-18 0.179824664479221 1.06100948020344e-17 2 SHC1|SHC_PY317 2.74047149660375e-08 0.177546906541558 6.31750797638128e-08 2 SMAD4|SMAD4 1.42143172477061e-17 0.172252391896537 7.9818858390965e-17 2 AR|AR 0.000968090216345146 0.170832041287013 0.0014325118741864 2 BRCA2|BRCA2 4.21391878465958e-18 0.168830161952814 2.79650973891045e-17 2 YWHAE|14-3-3_EPSILON 7.87982526834973e-18 0.162873191871429 4.76345243126863e-17 2 PRKCD|PKC-DELTA_PS664 5.39216782472732e-15 0.15872606834329 2.27093221849093e-14 2 ACVRL1|ACVRL1 4.35976676159862e-10 0.157083902036797 1.20859357062038e-09 2 FOXO3|FOXO3A_PS318_S321 1.25291259916011e-14 0.156800499528571 5.17712941917102e-14 2 ITGA2|CD49B 1.67472422560964e-09 0.152586914676623 4.31487771068837e-09 2 CDK1|CDK1_PY15 2.19666650876552e-09 0.150960217528571 5.46670415249601e-09 2 BAK1|BAK 1.12439980404625e-15 0.138965198177922 5.2392246188538e-15 2 ERBB2|HER2_PY1248 5.91581656979655e-06 0.138261306163203 1.07071390808714e-05 2 PARP1|PARP1 7.87640258318607e-06 0.136197949349351 1.3864274113415e-05 2 CTNNA1|ALPHA-CATENIN 3.99030988502255e-12 0.132027239724242 1.3240573709393e-11 2 NRAS|N-RAS 2.41476513122229e-10 0.130678637512987 7.05111418316909e-10 2 NOTCH1|NOTCH1 2.62287147894625e-10 0.124978045921645 7.39668846787902e-10 2 MAPK8|JNK_PT183_PY185 1.60121500135794e-11 0.121135158634199 5.15685419554984e-11 2 MTOR|MTOR_PS2448 1.61990398096699e-06 0.118913538968398 3.11192080554185e-06 2 MAPK14|P38_PT180_Y182 0.00681945557600253 0.116523004912987 0.00905127740087609 2 ERCC1|ERCC1 3.17597238961121e-08 0.115527932190043 7.24518701380057e-08 2 PRDX1|PRDX1 0.00540105276257966 0.113205023998701 0.00734677363357109 2 YWHAB|14-3-3_BETA 2.08737373133259e-14 0.112210863632468 8.46546013262661e-14 2 RB1|RB 4.99498429432074e-11 0.111084042147619 1.58536458037137e-10 2 CDK1|CDK1 3.49770496658201e-09 0.109693793843723 8.51108208534956e-09 2 CCNE1|CYCLIN_E1 0.0138051387275664 0.108276534112121 0.0176802653879359 2 NRG1|HEREGULIN 1.47626449254616e-07 0.103419859600433 3.05001814969442e-07 2 CHEK1|CHK1_PS345 9.97722892139796e-07 0.0920480709735931 1.95090458373764e-06 2 CDKN1B|P27 6.9636724928788e-06 0.0900608998177489 1.25003629175447e-05 2 G6PD|G6PD 0.0367377413157293 0.0878321829848485 0.0446975852674706 2 AKT1 AKT2 AKT3|AKT_PT308 0.0180037008471746 0.0833729515536797 0.0227908120550939 2 AKT1 AKT2 AKT3|AKT 0.0356882294432963 0.082832045878355 0.0436632527825804 2 MYC|C-MYC 0.00112113636146678 0.071526175465368 0.0016368590877415 2 PIK3CA |PI3K-P110-ALPHA 0.0025581835081483 0.046901205482684 0.00356842158142979 2 AKT1S1|PRAS40_PT246 0.00709415476845292 0.0419497477008658 0.0093031131394682 2 RAF1|C-RAF_PS338 0.00698708479048191 0.038186739934632 0.0092179010187683 2 MET|C-MET_PY1235 0.0018781520631983 0.0376820997978355 0.0026708785833794 2 CDH2|N-CADHERIN 0.0356114511373499 -0.038885537951948 0.0436632527825804 2 CASP3|CASPASE-3 0.0109129122677449 -0.0437283420922078 0.0140583987449184 2 CASP8|CASPASE-8 0.0107632196811289 -0.0460953575069264 0.013947604202173 2 BIRC2 |CIAP 0.00576038054062646 -0.0472612294099567 0.00778718110121725 2 BAD|BAD_PS112 0.0251281116169896 -0.0478423738021645 0.0312673661597768 2 ESR1|ER-ALPHA_PS118 0.000233768123725845 -0.0631939203103896 0.000358008525146574 2 PCNA|PCNA 0.00353902946240578 -0.0632530648974026 0.00487451227840796 2 MAPK9|JNK2 0.00194310669095887 -0.0640009670835498 0.0027390199424776 2 ADAR|ADAR1 3.97781369249049e-05 -0.0686170646748918 6.71969668183634e-05 2 TP53BP1|53BP1 0.0293034416126254 -0.068878629287013 0.0362568006393501 2 CCNE2|CYCLIN_E2 0.000357788028938379 -0.0693008430194805 0.000540383298879345 2 YAP1|YAP 0.00153644423030852 -0.071784682764935 0.00219922409436318 2 EGFR|EGFR_PY1173 1.52800202905861e-09 -0.0840245515268398 3.98371957575995e-09 2 IRS1|IRS1 0.00149684658041688 -0.0849224836238095 0.00215664079678485 2 CHEK2|CHK2_PT68 4.72771587263222e-05 -0.0849715392896104 7.78473515869516e-05 2 CDKN1B|P27_PT157 1.42065885817609e-07 -0.0895643573952381 2.99157971096696e-07 2 SRC|SRC 0.00142596777339469 -0.0913343402012987 0.0020681254461817 2 PDK1|PDK1 3.74134481095865e-07 -0.0958262396177489 7.51701388623802e-07 2 YBX1|YB-1_PS102 1.06968249037311e-08 -0.0989770029683982 2.54630940643164e-08 2 EIF4G1|EIF4G 0.0164168511921456 -0.10243133945671 0.0209028512272086 2 RAB11A RAB11B|RAB11 6.52682778236469e-05 -0.103380200416017 0.000105101123848373 2 MS4A1|CD20 3.07338706162183e-07 -0.104840533965801 6.27298712453216e-07 2 TUBA1B|ACETYL-A-TUBULIN-LYS40 0.0210785460832425 -0.10780748831645 0.026529894208219 2 EGFR|EGFR 0.000888100586219009 -0.110788458892208 0.00133215087932851 2 ERRFI1|MIG-6 0.000100602717867952 -0.111791771782251 0.000158503562684039 2 JAK2|JAK2 4.44325318240774e-06 -0.114071836845455 8.17707938611172e-06 2 ANXA7|ANNEXIN_VII 0.000121768642232624 -0.114916289749351 0.000190480947492462 2 GAB2|GAB2 0.000134780191396065 -0.117262397412554 0.000209339446210909 2 EIF4EBP1|4E-BP1 3.27121772638319e-06 -0.120246142901732 6.17583346618895e-06 2 ACACA ACACB|ACC_PS79 0.0480292138665129 -0.131926286830736 0.0581126952307532 2 PXN|PAXILLIN 0.00657679260976571 -0.133806009841991 0.00878242427767494 2 MSH6|MSH6 4.23664212489466e-06 -0.139934394969264 7.86292055382992e-06 2 YAP1|YAP_PS127 0.00195108269875117 -0.145038022097403 0.0027390199424776 2 PDCD4|PDCD4 0.000320833990399726 -0.146914235746753 0.00048793502706625 2 STAT5A|STAT5-ALPHA 0.00274339578016258 -0.147914379898268 0.00380255491047851 2 CDKN2A|P16_INK4A 0.00403250088417587 -0.148135505248052 0.00551948558521572 2 MAPK14|P38_MAPK 6.41277991502495e-05 -0.157505807282684 0.000104029540843738 2 COL6A1|COLLAGEN_VI 6.62665029112254e-05 -0.158800028537229 0.000105929665237652 2 HSPA1A|HSP70 0.000942011639338978 -0.16264300084632 0.00140340509534174 2 TSC2|TUBERIN 0.00106496509175213 -0.169054971366667 0.00156528426237394 2 RBM15|RBM15 1.72259493358075e-05 -0.178976909158874 2.97045897995421e-05 2 PDK1|PDK1_PS241 6.5487154767608e-08 -0.181055472618615 1.42843589365494e-07 2 MAP2K1|MEK1 2.11429879489055e-06 -0.184163448898268 4.02636031374809e-06 2 CTNNB1|BETA-CATENIN 0.021750163961075 -0.184728304492208 0.0272187766141453 2 PRKCA |PKC-ALPHA 3.98886104401244e-05 -0.188953142288745 6.71969668183634e-05 2 LCK|LCK 3.69284488275656e-06 -0.193432520210822 6.91224811387766e-06 2 SMAD1|SMAD1 4.00325082265475e-14 -0.199922567241991 1.59402169120253e-13 2 NF2|NF2 9.73747799202006e-10 -0.203223012661039 2.60061912225902e-09 2 YWHAZ|14-3-3_ZETA 7.89105071741222e-06 -0.207844894529437 1.3864274113415e-05 2 TIGAR|TIGAR 4.0380838844705e-05 -0.215647702925974 6.72712845275358e-05 2 ERBB3|HER3_PY1289 6.53959700004019e-18 -0.222788252404762 4.09191926573943e-17 2 TFRC|TFRC 3.70370325339206e-05 -0.223700182785714 6.33680478510048e-05 2 EEF2|EEF2 9.71679630074267e-09 -0.228188727799567 2.33843779105785e-08 2 MTOR|MTOR 2.18158128472255e-10 -0.228494792338961 6.45630136965187e-10 2 ARAF|A-RAF 6.18506055562208e-08 -0.231213698435065 1.36821036533458e-07 2 EIF4EBP1|4E-BP1_PS65 1.94789892496138e-17 -0.233696002059307 1.06647466141636e-16 2 BCL2L11|BIM 7.85666373217715e-10 -0.234691863714719 2.12420908314419e-09 2 BRAF|B-RAF_PS445 4.14580714790792e-07 -0.235441746791775 8.25392513992577e-07 2 TGM2|TRANSGLUTAMINASE 8.71113838252557e-05 -0.23603191697013 0.00013824197867921 2 BAX|BAX 1.57685693599676e-10 -0.238929469772727 4.79627318032348e-10 2 STK11|LKB1 3.17645541593268e-13 -0.239611322899134 1.12200602595041e-12 2 RICTOR|RICTOR_PT1135 5.64427765037574e-20 -0.245605921769264 5.00623134080288e-19 2 BID|BID 1.82723852359902e-15 -0.248563027604762 8.33677576392053e-15 2 EIF4EBP1|4E-BP1_PT70 2.01969553744855e-13 -0.252967635065368 7.37188871168721e-13 2 DIABLO|SMAC 8.05377813433849e-08 -0.255502223860173 1.72919354060797e-07 2 IRF1|IRF-1 8.04784200716618e-18 -0.257057945870563 4.76345243126863e-17 2 GSK3A GSK3B|GSK3-ALPHA-BETA 6.16339028798257e-13 -0.258797953764935 2.14251186201299e-12 2 CCND1|CYCLIN_D1 2.63443698855965e-10 -0.268610737863636 7.39668846787902e-10 2 ATM|ATM 1.23948671582197e-06 -0.287128418138961 2.40219106871692e-06 2 PIK3R1 PIK3R2|PI3K-P85 7.74461540990338e-14 -0.296590986093939 2.87469622842176e-13 2 COG3|COG3 6.58776371046342e-08 -0.303541320468831 1.42843589365494e-07 2 RPTOR|RAPTOR 1.78819211714037e-18 -0.307397918022944 1.26327120533465e-17 2 ERCC5|ERCC5 1.42660962895414e-09 -0.307676989248052 3.76418685230068e-09 2 TSC1|TSC1 7.50919954595083e-12 -0.307904259893939 2.45449955307945e-11 2 CAV1|CAVEOLIN-1 4.0547075605638e-05 -0.313637409790043 6.72712845275358e-05 2 FASN|FASN 0.0102974644024793 -0.314177464349351 0.0134234803818034 2 SYK|SYK 7.91339846656109e-06 -0.315498365341558 1.3864274113415e-05 2 RPS6|S6 2.56875996338658e-10 -0.317344184375325 7.39668846787902e-10 2 ABL1|C-ABL 1.09269799267373e-25 -0.325567026134632 3.01342591528207e-24 2 EIF4EBP1|4E-BP1_PT37_T46 5.86760092089266e-10 -0.340991761131169 1.60625575209437e-09 2 BRAF|B-RAF 7.66769143952477e-11 -0.34122676597013 2.36510482430412e-10 2 BCL2A1|BCL2A1 4.56989296848402e-14 -0.347396315114719 1.78715457160357e-13 2 CHEK1|CHK1_PS296 8.35317151327479e-21 -0.354531120901732 9.14672280703589e-20 2 DPP4|CD26 7.78638436892118e-07 -0.357022896399567 1.53623259170607e-06 2 ARID1A|ARID1A 2.80863697751952e-13 -0.382606328245455 1.00834671815865e-12 2 SMAD3|SMAD3 1.10079485489756e-25 -0.39261335205671 3.01342591528207e-24 2 PEA15|PEA15 2.07623310889298e-17 -0.393639476254113 1.1090123191404e-16 2 GAPDH|GAPDH 1.11835471035862e-07 -0.394008294129437 2.37786098610231e-07 2 MAPK1|ERK2 2.39938827438078e-19 -0.399842702798701 1.94617048921997e-18 2 KDR|VEGFR2 5.22899089750958e-15 -0.400302144414286 2.24539020893058e-14 2 BCL2L1|BCL-XL 4.05306088061243e-19 -0.413907965595238 3.17007261733615e-18 2 RAF1|C-RAF 1.46861120162779e-21 -0.421836868497403 1.78681029531381e-20 2 PRKAA1|AMPK_ALPHA 6.39976515568121e-17 -0.433336378141558 3.18533765703224e-16 2 YBX1|YB-1 2.39902147497009e-15 -0.462314755335498 1.07221572044582e-14 2 XRCC5|KU80 9.19382345808153e-18 -0.471705191967532 5.29854562452594e-17 2 FN1|FIBRONECTIN 3.09352789702956e-07 -0.525159176867965 6.27298712453216e-07 2 SERPINE1|PAI-1 1.94253183697096e-08 -0.553318911861039 4.57434916448e-08 2 ACACA|ACC1 1.43774079891496e-07 -0.573873147901732 2.9987165234512e-07 2 PEA15|PEA15_PS116 3.16608438194407e-12 -0.630499209016883 1.06672689176269e-11 2 BRD4|BRD4 7.63669734656351e-17 -0.638217045047186 3.64997859811397e-16 2 SQSTM1|P62-LCK-LIGAND 4.99173242530135e-05 1.06618870702642 0.000227747791904374 3 SERPINE1|PAI-1 2.5035090334418e-06 0.954956716782822 2.68199613208622e-05 3 FASN|FASN 3.01544100851174e-07 0.83602350209633 6.1634712601403e-06 3 ACACA|ACC1 1.08934363431987e-05 0.675368933450016 6.27805936621188e-05 3 FN1|FIBRONECTIN 1.93745516967231e-06 0.648573611168459 2.49589813034256e-05 3 GAPDH|GAPDH 0.000127914581649953 0.515040418163398 0.00048298781691965 3 TFRC|TFRC 0.000105000891961131 0.409830391390225 0.000410628488205137 3 PEA15|PEA15_PS116 0.00162350979964574 0.409697699862543 0.00423272197764782 3 RAF1|C-RAF 3.09580748226225e-07 0.341775870737583 6.1634712601403e-06 3 RPS6|S6 2.58154601888186e-07 0.335492224948592 6.1634712601403e-06 3 YBX1|YB-1 6.71216618101545e-06 0.332998737417748 4.65178296332105e-05 3 DPP4|CD26 4.96543351633666e-05 0.298677363325688 0.000227747791904374 3 BRAF|B-RAF 8.24820652481579e-05 0.295606711454128 0.000334510597950863 3 EEF2|EEF2 0.000488290425213305 0.277767001160234 0.00152765147316734 3 BCL2A1|BCL2A1 1.54487763393745e-05 0.270271295127017 8.67508209826414e-05 3 ACACA ACACB|ACC_PS79 0.0243878326887571 0.265707109871718 0.0441399616432876 3 MAPK1|ERK2 0.000281489808447006 0.25825610328298 0.000948404123844528 3 ABL1|C-ABL 1.13845875762615e-08 0.254965821757197 1.24661233960063e-06 3 EIF4G1|EIF4G 5.94812119522906e-05 0.253581129484815 0.000250507411875993 3 TGM2|TRANSGLUTAMINASE 0.0115189476731145 0.252065365874565 0.0227265724361448 3 CHEK1|CHK1_PS296 5.81247358453487e-07 0.251136334449383 1.06077642917761e-05 3 COG3|COG3 0.00116065079352962 0.250200770744227 0.00321750030105047 3 PEA15|PEA15 3.56973287814816e-05 0.242060394121006 0.000173727000069877 3 SMAD3|SMAD3 6.2030143639482e-08 0.241424343097279 2.26410024284109e-06 3 TUBA1B|ACETYL-A-TUBULIN-LYS40 0.00141943280936744 0.234543057350997 0.00388569731564337 3 RPTOR|RAPTOR 1.01335410262872e-05 0.22966441402515 6.08052234384197e-05 3 KDR|VEGFR2 0.000851829371503234 0.2270586007882 0.00252095449134065 3 BCL2L11|BIM 0.000177782003542702 0.225333673994147 0.000638266537309045 3 PRDX1|PRDX1 0.00463411140191506 0.218693501876779 0.0102152968028125 3 TIGAR|TIGAR 0.0165563532281263 0.218501798541126 0.0315290552779101 3 GSK3A GSK3B|GSK3-ALPHA-BETA 0.000331203543970491 0.213089299319677 0.00109899357772027 3 DIABLO|SMAC 0.00524172735896947 0.212163722208004 0.011282954040296 3 EIF4EBP1|4E-BP1_PT70 0.000676028709941735 0.206506876372509 0.00205625399273944 3 XRCC5|KU80 0.0250085100719724 0.191412058338342 0.0448923254570652 3 MTOR|MTOR 0.00111906792463388 0.190113657243436 0.00314199840377974 3 CDH3|P-CADHERIN 0.0039672475886587 0.188917366100127 0.00895698166923974 3 ARID1A|ARID1A 0.016361198173916 0.188536376424707 0.031430722807786 3 PRKAA1|AMPK_ALPHA 0.00108265759812166 0.186885865226352 0.00311976334195584 3 STK11|LKB1 5.27545982032445e-06 0.184642694407941 4.27898407648539e-05 3 BCL2L1|BCL-XL 0.00466451908804223 0.184032780550933 0.0102152968028125 3 ERBB3|HER3_PY1289 2.59970575820776e-05 0.182452368940367 0.00013555608596369 3 CCND1|CYCLIN_D1 0.00461591690219743 0.177978461728409 0.0102152968028125 3 ERRFI1|MIG-6 0.00188532999849569 0.177739406220025 0.00474583068586846 3 YWHAZ|14-3-3_ZETA 0.0354443562778701 0.175052062143151 0.0616056668639171 3 BID|BID 8.49498924126084e-06 0.168774444805599 5.31543612524607e-05 3 RICTOR|RICTOR_PT1135 4.24208909000482e-05 0.165987461211167 0.000201960328415447 3 EGFR|EGFR 0.00252463043011705 0.155806232573711 0.00600971808908298 3 TSC1|TSC1 0.0091777778491263 0.150588171168143 0.0189616353675345 3 IRF1|IRF-1 0.000239341063334005 0.150267405984024 0.000818995201096048 3 SMAD1|SMAD1 1.97421600122508e-08 0.141918297925815 1.38680435597798e-06 3 PIK3R1 PIK3R2|PI3K-P85 0.00317319100416104 0.13754571452689 0.00739285989267306 3 LCK|LCK 0.025756398915819 0.135734493804018 0.0458589541671899 3 EIF4EBP1|4E-BP1_PS65 0.000564567589623341 0.134666238337077 0.00174141270602129 3 ESR1|ER-ALPHA_PS118 2.57177711295939e-06 0.131480067395603 2.68199613208622e-05 3 MS4A1|CD20 5.30405834688624e-05 0.127335202682537 0.000228779693869316 3 ANXA7|ANNEXIN_VII 0.0223420972027008 0.124512909779658 0.0418195805244624 3 YBX1|YB-1_PS102 0.00045176077116819 0.119846532356691 0.00143384940414252 3 PARK7|DJ-1 0.0243644595604489 0.114677630424707 0.0441399616432876 3 EGFR|EGFR_PY1173 3.87040965062351e-06 0.109848117203575 3.54980643151289e-05 3 PCNA|PCNA 0.00358943752523447 0.0981403011545397 0.00818840435444113 3 ADAR|ADAR1 0.0011183563493555 0.0973931431668776 0.00314199840377974 3 CCNE2|CYCLIN_E2 0.00205305275924708 0.0971016843899083 0.00499576171416789 3 BIRC2 |CIAP 0.0216872078819149 0.080752396078298 0.0409439528115462 3 EIF4E|EIF4E 0.0274952063046117 0.0726653762042075 0.0485600821024997 3 CDKN1B|P27_PT157 0.00213261898709978 0.0692435670194559 0.00513234679313024 3 CHEK2|CHK2_PT68 0.0225329246661487 0.0681207148049668 0.0418195805244624 3 STMN1|STATHMIN 0.047817054785372 0.0678466137546663 0.0818119921718474 3 PDK1|PDK1 0.0110721319066953 0.0596422941573869 0.0220436080687843 3 MAPK8|JNK_PT183_PY185 0.0461704278376552 -0.0520993202503955 0.0796167220192637 3 RB1|RB 0.00961445339122695 -0.0601378034436887 0.0194959749322102 3 ACVRL1|ACVRL1 0.0322914085944395 -0.0744317967597279 0.056574547857458 3 BRCA2|BRCA2 0.0109900450243134 -0.0797073913218918 0.0220436080687843 3 BAK1|BAK 0.00525507448452142 -0.0812357177755457 0.011282954040296 3 CDK1|CDK1 0.00329292694483704 -0.0819574252674786 0.0075910631675717 3 PGR|PR 0.00205046040776233 -0.0883930339236001 0.00499576171416789 3 CTNNA1|ALPHA-CATENIN 0.000359925630976118 -0.0992278950890541 0.0011591722527025 3 CDKN1B|P27 0.00621288463237177 -0.10144907681509 0.0132099197523244 3 NOTCH1|NOTCH1 0.000190589515059997 -0.103216276842297 0.000662525457113323 3 YWHAB|14-3-3_BETA 5.31470520066126e-05 -0.10798861201914 0.000228779693869316 3 SMAD4|SMAD4 0.000348731078865129 -0.12099156606944 0.00113988218315617 3 CDK1|CDK1_PY15 0.00147245531282093 -0.122678835719234 0.00398108288281214 3 FOXO3|FOXO3A_PS318_S321 6.40772517576399e-07 -0.125757015072604 1.07945524114793e-05 3 PRKCD|PKC-DELTA_PS664 5.3277462955868e-05 -0.129159287248181 0.000228779693869316 3 XRCC1|XRCC1 0.00153288785532295 -0.130319972185543 0.00409393219897227 3 SRSF1|SF2 0.00103008605286429 -0.154934707953654 0.00300785127436373 3 AR|AR 0.00951090050651481 -0.164230620674312 0.0194662356161378 3 CHEK1|CHK1 0.00161702456815939 -0.165930529901772 0.00423272197764782 3 RPS6KA1|P90RSK_PT359_S363 8.64342132253693e-05 -0.167148091800221 0.000344165321751925 3 FOXM1|FOXM1 0.0001531501549106 -0.168325998372509 0.000568472608905447 3 MTOR|MTOR_PS2448 0.00193844702913233 -0.16847032917099 0.00482408976568159 3 JUN|C-JUN_PS73 7.93833617087052e-06 -0.172692942215913 5.11322241594307e-05 3 MET|C-MET 0.00871055173432093 -0.178212948836919 0.0181677221887265 3 ERBB2|HER2_PY1248 5.63064103453869e-06 -0.180513484314299 4.4039656662999e-05 3 STAT3|STAT3_PY705 0.000190533768107695 -0.183104020878994 0.000662525457113323 3 BECN1|BECLIN 0.000120287527186371 -0.184119512256406 0.000462157341295004 3 ARAF|A-RAF_PS299 2.53297599265384e-08 -0.184574383406675 1.38680435597798e-06 3 PARP1|PARP_CLEAVED 2.48309952471308e-05 -0.184934498379469 0.000132633852661504 3 XBP1|XBP1 0.00185764874024262 -0.197750752870136 0.00473052411759458 3 PECAM1|CD31 2.43126740747638e-05 -0.205932614273489 0.000132633852661504 3 TSC2|TUBERIN_PT1462 0.000801871168205976 -0.211813090922335 0.00240561350461793 3 GSK3A GSK3B|GSK3_PS9 0.012613688069354 -0.215609899103923 0.0244459972317569 3 NKX2-1|TTF1 2.27915875715711e-06 -0.216190681107086 2.68199613208622e-05 3 MAPK14|P38_PT180_Y182 0.0237039195690119 -0.217715411139987 0.0436231797110387 3 SNAI1|SNAIL 1.17804777642495e-06 -0.21952988220832 1.61245289398165e-05 3 ERBB2|HER2 0.00731529265604055 -0.237528087593641 0.0154043181891623 3 BCL2|BCL-2 3.335737030786e-06 -0.250098458565169 3.32057458973697e-05 3 RPS6KB1|P70S6K_PT389 5.24926369224008e-06 -0.252180588077665 4.27898407648539e-05 3 PTPN11|SHP-2_PY542 7.47333270561013e-07 -0.256585465400032 1.16904275894901e-05 3 EGFR|EGFR_PY1068 3.21726435853472e-05 -0.27371691435068 0.000160132021481614 3 GUSP4|DUSP4 1.37142912728841e-07 -0.276966759406675 3.75428723595202e-06 3 AKT1 AKT2 AKT3|AKT 0.000166124332858072 -0.280003165719867 0.000606353814931963 3 RAD51|RAD51 6.13687977952378e-06 -0.292964785985289 4.57841211295154e-05 3 PREX1|PREX1 7.28484469056274e-06 -0.302152255644891 4.83448784010073e-05 3 INPP4B|INPP4B 1.00496926854045e-07 -0.30463321816403 3.14411814014798e-06 3 TP53|P53 3.89019882905522e-06 -0.31105849735068 3.54980643151289e-05 3 MSH2|MSH2 6.79712579115404e-06 -0.312748834671781 4.65178296332105e-05 3 COPS5|JAB1 1.02730286174499e-05 -0.327075569214964 6.08052234384197e-05 3 FOXO3|FOXO3A 2.35544572908763e-06 -0.339863652250395 2.68199613208622e-05 3 DIRAS3|DIRAS3 6.27179741500211e-06 -0.34031626897485 4.57841211295154e-05 3 AKT1 AKT2 AKT3|AKT_PS473 0.0025910007865094 -0.343631450226669 0.00610138894887697 3 PTEN|PTEN 7.02708081537501e-05 -0.344106810785985 0.000290364282748515 3 SRC|SRC_PY416 5.25998122826667e-06 -0.355751406808763 4.27898407648539e-05 3 MYH11|MYH11 0.0123854191002522 -0.36348601169361 0.0242179177049574 3 ANXA1|ANNEXIN-1 1.11195738232057e-06 -0.380143349033375 1.61245289398165e-05 3 ESR1|ER-ALPHA 3.52866505988454e-08 -0.394975745317779 1.54555529622943e-06 3 MAPK1 MAPK3|MAPK_PT202_Y204 4.07988692562694e-10 -0.448160476751819 8.934952367123e-08 3 SRC|SRC_PY527 2.76426706080409e-05 -0.473104135000791 0.000140784764259557 3 PRKAA1|AMPK_PT172 0.0018041636388945 -0.512126819002373 0.00464837455197524 3 BRD4|BRD4 1.21783732363893e-05 0.407977325629032 0.000666765934692314 4 PRKAA1|AMPK_PT172 0.0165102970370814 0.355559633582949 0.0728700987742338 4 ACACA ACACB|ACC_PS79 0.0113591868242449 0.296851645611751 0.0557765544231393 4 EPPK1|EPPK1 0.0460796070151372 0.268026759309908 0.142132872342465 4 PRKCA |PKC-ALPHA_PS657 0.000505997471717195 0.243149660819124 0.00693086821700498 4 PRKCA |PKC-ALPHA 0.00898775399520711 0.202235140504608 0.0492918224259541 4 MSH6|MSH6 0.0172665867983438 0.186786487852535 0.074144755075241 4 ERBB2|HER2 0.0292662121940168 0.186455978025346 0.106821674508161 4 RB1|RB_PS807_S811 0.0222327911066956 0.182947922945853 0.086946093792256 4 XRCC5|KU80 0.0163603725378671 0.174585661345622 0.0728700987742338 4 MSH2|MSH2 0.000148043735889683 0.171010104656682 0.00324215781598406 4 RBM15|RBM15 0.00655828562525048 0.168271804259217 0.0422430750567604 4 CDH1|E-CADHERIN 0.0391828267853204 0.164622651035714 0.126358990524706 4 TP53|P53 0.00164828322297934 0.157930291528802 0.0164079102651125 4 RPS6KB1|P70S6K 0.000686805456890618 0.157498367513825 0.0088476702975909 4 ERBB3|HER3 0.0357567071759 0.155936071144009 0.124297124944795 4 EEF2K|EEF2K 0.00815035588793243 0.153578148846774 0.0469717878804527 4 BAP1|BAP1-C-4 5.64779808244779e-05 0.153312222123272 0.00161663712253185 4 EGFR|EGFR_PY1068 0.0351539246917268 0.147090950957373 0.124172733991745 4 PRKCB|PKC-PAN_BETAII_PS660 0.0292067012203695 0.144348992616359 0.106821674508161 4 COPS5|JAB1 0.00774255449101708 0.141909339415899 0.0458275522576416 4 DIRAS3|DIRAS3 0.0166370088525648 0.136523665180875 0.0728700987742338 4 FOXO3|FOXO3A 0.0105886099221118 0.131100600447005 0.0557765544231393 4 CHEK1|CHK1 0.000506364801242373 0.127596495336405 0.00693086821700498 4 SRC|SRC_PY416 0.0202081529893409 0.11152907206682 0.080465190993921 4 SHC1|SHC_PY317 0.00900307258921537 0.099576998046083 0.0492918224259541 4 PRKCD|PKC-DELTA_PS664 0.000220079954382788 0.0940688116912442 0.00438159181907551 4 TSC2|TUBERIN_PT1462 0.0434196594361542 0.0924122206417051 0.137810223427794 4 EIF4G1|EIF4G 0.0443653013161623 0.092264069718894 0.138800014117708 4 MTOR|MTOR_PS2448 0.0471123684976448 0.0872477257269585 0.143300120847003 4 FOXM1|FOXM1 0.000806706689900954 0.0860880022534562 0.00981493139379494 4 SRSF1|SF2 0.0314168716680897 0.0722573958732719 0.112791719595273 4 CHEK1|CHK1_PS345 0.0135211712307187 0.0696820113824885 0.0630029042452637 4 XRCC1|XRCC1 0.0113366710334475 0.0684223895541475 0.0557765544231393 4 CCNE2|CYCLIN_E2 0.0385840625933819 0.0428018380184332 0.126358990524706 4 RAF1|C-RAF_PS338 0.00561638460970335 -0.043930807625576 0.0384371321726573 4 CHEK2|CHK2_PT68 0.0391190416977527 -0.0547441367315668 0.126358990524706 4 YBX1|YB-1_PS102 0.0481110319256182 -0.0574363931624424 0.144333095776855 4 BIRC2 |CIAP 0.0023801842910782 -0.06380422625 0.0208973261256541 4 CASP8|CASPASE-8 0.00155804879187044 -0.0658036528145161 0.0162482231152203 4 MRE11A|MRE11 5.90552373527618e-05 -0.0660165241831797 0.00161663712253185 4 DVL3|DVL3 0.0108571642419461 -0.0730371880702765 0.0557765544231393 4 MYC|C-MYC 0.00038322159059301 -0.0758436285069125 0.00645580987229763 4 WWTR1|TAZ 0.00326951853434422 -0.0771709186163594 0.0273385835952596 4 YAP1|YAP 0.00495383473292935 -0.0788822944193548 0.0349964453713396 4 IGFR1|IGF1R_PY1135_Y1136 0.00130053254776644 -0.083403583609447 0.0142408313980425 4 MYH9|MYOSIN-IIA_PS1943 0.0124264521210164 -0.0839452082327189 0.0591607177065781 4 STK11|LKB1 0.0045100888860252 -0.0854849696359447 0.032923648867984 4 GSK3A GSK3B|GSK3-ALPHA-BETA 0.0392347550487671 -0.0876646424861751 0.126358990524706 4 MAP2K1|MEK1_PS217_S221 7.53027343845952e-06 -0.0879845571912442 0.000549709961007545 4 ERRFI1|MIG-6 0.00736760453949439 -0.0890971354274194 0.0448195942819242 4 RICTOR|RICTOR_PT1135 0.0176974823512059 -0.0908722364389401 0.0745336275945018 4 ABL1|C-ABL 0.0193892554043474 -0.0915054227396313 0.0786342024731867 4 STMN1|STATHMIN 0.00034271038924302 -0.10191945918318 0.00625446460368512 4 EIF4EBP1|4E-BP1_PT70 0.00636448527730325 -0.101932213723502 0.042237038658467 4 ANXA7|ANNEXIN_VII 0.0193712917526034 -0.102420623640553 0.0786342024731867 4 CHEK1|CHK1_PS296 0.00219621662878587 -0.108331746105991 0.0208973261256541 4 BID|BID 0.00337051030626488 -0.110382168367512 0.0273385835952596 4 SRC|SRC 0.0247603108152006 -0.127164742932028 0.0951317205005076 4 HSPA1A|HSP70 0.0271898133058169 -0.145792242556452 0.102664984723688 4 CLDN7|CLAUDIN-7 4.18000282586281e-05 -0.16773750066129 0.00161663712253185 4 BCL2A1|BCL2A1 0.00102679765739397 -0.170997503715438 0.0118351940510147 4 BCL2L1|BCL-XL 0.00732653091776254 -0.177855484869816 0.0448195942819242 4 COL6A1|COLLAGEN_VI 0.000122369604089256 -0.195725311504608 0.0029776603661719 4 SETD2|SETD2 0.000445224221519318 -0.212410757646313 0.00693086821700498 4 YWHAZ|14-3-3_ZETA 4.86536278106479e-05 -0.21485899515553 0.00161663712253185 4 TIGAR|TIGAR 0.00238553951206097 -0.2214151769447 0.0208973261256541 4 CDKN2A|P16_INK4A 0.0114609358403711 -0.223123850403226 0.0557765544231393 4 SYK|SYK 0.0373120991610639 -0.227127289656682 0.126358990524706 4 SQSTM1|P62-LCK-LIGAND 0.0036301089692657 -0.368646873102535 0.0283926380096139 4 RAB25|RAB25 4.39257051060895e-07 -0.4663219415553 4.8098647091168e-05 4 SERPINE1|PAI-1 0.00411179626278302 -0.482284005646313 0.0310511510879132 4 MYH11|MYH11 4.52752098553528e-08 -0.695529706200461 9.91527095832226e-06 4 RAB25|RAB25 0.00420686133457585 0.424023667931509 0.00837547847520101 5 SETD2|SETD2 0.000256901209649647 0.347709089711642 0.00067784777003943 5 RPS6|S6_PS240_S244 0.000643341333185258 0.346240166767004 0.00154826101063265 5 FASN|FASN 0.0385493373305147 0.31565595733423 0.0565703213180604 5 TP53|P53 1.12645167157108e-11 0.314706808568016 2.46692916074067e-09 5 DIRAS3|DIRAS3 8.86747050546746e-11 0.309828619916957 4.85494010174343e-09 5 COPS5|JAB1 4.25989550103665e-10 0.306531730946694 1.33273873532432e-08 5 FOXO3|FOXO3A 5.25853788750144e-11 0.297878060941316 3.83873265787605e-09 5 AKT1 AKT2 AKT3|AKT_PS473 1.3633764191892e-07 0.289933086219076 1.29817146001059e-06 5 MSH2|MSH2 2.54309550713556e-11 0.288283025888485 2.78468958031344e-09 5 ESR1|ER-ALPHA 2.05530486024494e-07 0.281740307341189 1.66708060886534e-06 5 SRC|SRC_PY416 7.50173801033134e-10 0.272485652428504 1.82542291584729e-08 5 AR|AR 3.00940192178131e-06 0.243066637534166 1.64764755217527e-05 5 MET|C-MET 5.98517987836253e-09 0.22128369543926 1.008272610278e-07 5 EGFR|EGFR_PY1068 4.76978599704499e-07 0.215279776831541 3.36962301081565e-06 5 ANXA1|ANNEXIN-1 1.76247744096999e-07 0.210855570827112 1.60826066488512e-06 5 EPPK1|EPPK1 0.00967262437956917 0.2103168595851 0.0175066507365756 5 ERBB2|HER2 0.00196675926754056 0.204896670235843 0.00434728819731083 5 INPP4B|INPP4B 4.80630672957541e-09 0.202682763813508 8.77150978147512e-08 5 SNAI1|SNAIL 6.57324543510166e-10 0.194262558173521 1.79942593785908e-08 5 MAPK1 MAPK3|MAPK_PT202_Y204 4.01077430357122e-05 0.19365355776479 0.000139422154362238 5 PTPN11|SHP-2_PY542 1.1857511904159e-08 0.192716022555995 1.73119673800721e-07 5 RB1|RB_PS807_S811 8.04907958592119e-05 0.182851068711009 0.000241472387577636 5 SRSF1|SF2 7.93145988462538e-09 0.180662801901772 1.24070693909497e-07 5 PARP1|PARP_CLEAVED 2.58511907547576e-10 0.179057544445903 9.43568462548652e-09 5 RPS6KB1|P70S6K_PT389 8.59982054491277e-08 0.170663702675577 9.41680349667948e-07 5 TSC2|TUBERIN_PT1462 1.86266206062436e-07 0.169575445036855 1.63169196510694e-06 5 XBP1|XBP1 7.9731876678488e-05 0.16886612067969 0.000241472387577636 5 CHEK1|CHK1 2.23698947912571e-07 0.16875922167273 1.68931274458114e-06 5 BCL2|BCL-2 1.27207493255432e-07 0.165460999302278 1.26629277376998e-06 5 PECAM1|CD31 5.7751302988768e-08 0.165012849264315 7.02640853030011e-07 5 GSK3A GSK3B|GSK3_PS9 7.57864093433078e-05 0.164912346330117 0.000237103194945492 5 SRC|SRC_PY527 0.00698158362908654 0.163971607741063 0.012957345887881 5 ACACA ACACB|ACC_PS79 0.0320375417097724 0.163217423348149 0.0487237613502789 5 RPS6|S6_PS235_S236 0.0079722299208331 0.159976399005853 0.0146715827954828 5 GUSP4|DUSP4 5.15753007517376e-06 0.154578746375989 2.56704337832512e-05 5 NKX2-1|TTF1 6.55889424743531e-08 0.151013722313034 7.55998863257017e-07 5 SCD|SCD 1.28170665314381e-05 0.148193976980544 5.29610862336782e-05 5 PREX1|PREX1 8.65046550454791e-06 0.144528416378203 3.78890389099198e-05 5 BAP1|BAP1-C-4 4.50697589055536e-05 0.13863588396789 0.000149549654550246 5 FOXM1|FOXM1 6.45495434717606e-07 0.135105947423442 4.41760938134862e-06 5 ARAF|A-RAF_PS299 2.0151175473336e-07 0.134881275049193 1.66708060886534e-06 5 RAD51|RAD51 0.00134710416972196 0.126428862747074 0.00307308138717822 5 PTEN|PTEN 0.00585913635651439 0.12603790121876 0.0113553173635102 5 BECN1|BECLIN 0.00011098808276701 0.115970770175419 0.0003198209227102 5 MTOR|MTOR_PS2448 1.09797344375427e-05 0.109795461286776 4.71482714082716e-05 5 RPS6KA1|P90RSK_PT359_S363 5.41376791624418e-05 0.098786008092534 0.000174355172596688 5 JUN|C-JUN_PS73 0.000141713103293083 0.0986241698223663 0.000397886790015195 5 PGR|PR 3.32240503814511e-06 0.0973240366790573 1.77465049598483e-05 5 CTNNA1|ALPHA-CATENIN 2.21556477994785e-07 0.0939115272111673 1.68931274458114e-06 5 AKT1 AKT2 AKT3|AKT_PT308 0.0388100326197581 0.0907236992950016 0.0565703213180604 5 EEF2K|EEF2K 0.0174549648106414 0.0871223376562796 0.0294049022579267 5 ERBB2|HER2_PY1248 0.0146867152366744 0.0868394414702626 0.0251280518502476 5 FOXO3|FOXO3A_PS318_S321 5.33730018849316e-06 0.0845500848359696 2.59748609173334e-05 5 NRAS|N-RAS 1.55285517174008e-05 0.0840258623544764 5.96623302826452e-05 5 ERCC1|ERCC1 7.80638300959686e-05 0.0813124295389117 0.000240788433676297 5 RICTOR|RICTOR 0.0364547571906216 0.0811009158571654 0.0546821357859324 5 CDKN1B|P27 2.95859106899889e-05 0.0810250429454287 0.000104505071630767 5 SMAD4|SMAD4 0.000231974985368535 0.0765530033886428 0.000619542948728161 5 PRKCD|PKC-DELTA_PS664 4.24024669045412e-05 0.0754826200270484 0.00014286369618607 5 ACVRL1|ACVRL1 0.00263836584938895 0.0687664600820943 0.00545096340581302 5 YWHAE|14-3-3_EPSILON 0.00101194096634832 0.0628455881051882 0.0023829577594654 5 BRCA2|BRCA2 0.00224910237432123 0.0625884538767795 0.00478207203860533 5 ITGA2|CD49B 0.0235921264865224 0.0620205898160392 0.0374396789894812 5 CHEK1|CHK1_PS345 0.00161893084814562 0.0593968519966782 0.00365511191488547 5 BAK1|BAK 0.000503225510492451 0.0593701745771908 0.00123827400896457 5 STAT3|STAT3_PY705 0.0473006584586424 0.0571141787378994 0.068150290805544 5 CDK1|CDK1_PY15 0.0119323590201478 0.0553996968214172 0.0207395763921617 5 RB1|RB 0.00233895404189518 0.0539623451747865 0.0049252974536062 5 CDK1|CDK1 0.0116954305875604 0.0489584755072762 0.0204903943894058 5 YWHAB|14-3-3_BETA 0.00673702220580654 0.0426689915218285 0.0126103236159969 5 PIK3CA |PI3K-P110-ALPHA 0.0127907118808064 0.0422316126085099 0.0220564244243827 5 MAPK8|JNK_PT183_PY185 0.0489299698977048 0.0350576648856374 0.0700370157359304 5 NOTCH1|NOTCH1 0.0373503792376763 0.0336643665866814 0.0554585121855583 5 CDKN1B|P27_PT198 0.0173774321682642 -0.0348076452516609 0.0294049022579267 5 IGFR1|IGF1R_PY1135_Y1136 0.0203017837185979 -0.0369020125775071 0.0329340046990588 5 CASP8|CASPASE-8 0.0306062484443267 -0.0383327385661183 0.0472025944317433 5 CDKN1B|P27_PT157 0.0019850631037949 -0.0498933104012971 0.00434728819731083 5 CDH2|N-CADHERIN 0.0197860947990046 -0.0499423482706422 0.0323369758282239 5 BAD|BAD_PS112 0.0390051073928179 -0.0501873749188548 0.0565703213180604 5 ESR1|ER-ALPHA_PS118 0.00951842041988997 -0.0522573606388801 0.0173711172662992 5 BIRC2 |CIAP 0.000101087728019689 -0.0662015271399874 0.000295176165817492 5 MAP2K1|MEK1_PS217_S221 0.000154742898430508 -0.0663091112216071 0.000423608684453516 5 ERRFI1|MIG-6 0.0191804692261384 -0.0673148460131288 0.0316150065832444 5 CHEK2|CHK2_PT68 0.00217277378646201 -0.0674607589043024 0.00466507312975667 5 EGFR|EGFR_PY1173 2.18946776764105e-05 -0.0679743701981968 8.12700747649813e-05 5 PCNA|PCNA 0.0113625023877568 -0.0709275507673205 0.0200676453461189 5 TP53BP1|53BP1 0.0284735369951724 -0.0710398571323948 0.0442248553329273 5 EIF4E|EIF4E 0.00212887067256217 -0.0716201842965834 0.00461606611179322 5 RPTOR|RAPTOR 0.0268994897643808 -0.0731118701086682 0.0420784875599957 5 STMN1|STATHMIN 4.09719101464316e-05 -0.0799973681203733 0.000140200755032321 5 YBX1|YB-1_PS102 7.39370926538852e-06 -0.0808427859473268 3.37337985233351e-05 5 EGFR|EGFR 0.0227711729586441 -0.0845154325540968 0.0364006341455698 5 EIF4EBP1|4E-BP1 0.0053489812755342 -0.0884344334351471 0.0104591687441249 5 CCNB1|CYCLIN_B1 0.0319679747558284 -0.0902321639602974 0.0487237613502789 5 PDK1|PDK1 1.91952670117606e-05 -0.0909970589818096 7.24786806133719e-05 5 SMAD1|SMAD1 4.60292089801305e-05 -0.0966964576879153 0.000150453683084307 5 ERBB3|HER3_PY1289 0.00046664191802688 -0.0967144478780449 0.00118830907032426 5 GAB2|GAB2 0.00667573677384888 -0.0983107307859854 0.0126033306333871 5 NF2|NF2 0.00343144162994474 -0.0988763101842771 0.00689436437576053 5 MAP2K1|MEK1 0.0187402170564817 -0.0993246568954445 0.0313290651554923 5 YAP1|YAP 3.59743233981932e-06 -0.10094286426906 1.87580400576293e-05 5 PDK1|PDK1_PS241 0.00119364345693437 -0.102801794268744 0.00275166228493292 5 DIABLO|SMAC 0.0374788118879572 -0.103359474932458 0.0554585121855583 5 CASP7|CASPASE-7_CLEAVEDD198 0.000553031593444864 -0.107128415527523 0.00134571021071584 5 YAP1|YAP_PS127 0.0191999811669932 -0.107233003804967 0.0316150065832444 5 KDR|VEGFR2 0.0102303118180611 -0.11126359233075 0.0182149454321576 5 PIK3R1 PIK3R2|PI3K-P85 0.00428479617250125 -0.113761054847042 0.00845378704304301 5 ARAF|A-RAF 0.0333114366206471 -0.114830652430718 0.0503117559994601 5 ANXA7|ANNEXIN_VII 8.81170050645063e-05 -0.116023952006802 0.00026077870417739 5 CCND1|CYCLIN_D1 0.0027731867736553 -0.120489252371243 0.00567596171430384 5 RAB11A RAB11B|RAB11 2.89534414912107e-05 -0.121759929298165 0.000103947601419265 5 RICTOR|RICTOR_PT1135 1.65286867459215e-06 -0.12468711173695 1.04567076775548e-05 5 EIF4EBP1|4E-BP1_PS65 1.18080511865598e-05 -0.124961199213382 4.97300617280115e-05 5 SRC|SRC 7.41573177776928e-05 -0.125575495198197 0.000235368878163982 5 COG3|COG3 0.0261600289901595 -0.126937707791996 0.0412161607830571 5 BRAF|B-RAF 0.0216268796858919 -0.130010152841031 0.0348256371412524 5 IRF1|IRF-1 1.58127151500919e-06 -0.131838836111832 1.04567076775548e-05 5 STK11|LKB1 2.30672504473758e-06 -0.136736194171939 1.32940206525666e-05 5 EIF4EBP1|4E-BP1_PT70 0.000474925354880166 -0.139320763784087 0.00119272816938872 5 CLDN7|CLAUDIN-7 0.000271178755186547 -0.140868138019139 0.000707001754593498 5 BID|BID 8.28415650075407e-06 -0.142679007388327 3.70251076258192e-05 5 CDKN2A|P16_INK4A 0.00613890237431615 -0.14525158137757 0.0117730772175218 5 ARID1A|ARID1A 0.0098845787116023 -0.148536007928662 0.0177436289986959 5 MAPK14|P38_MAPK 2.71503940454701e-05 -0.152111921599652 9.90989382659659e-05 5 SMAD3|SMAD3 6.4793224018081e-06 -0.15225752929342 3.08472088259994e-05 5 RPS6|S6 0.00238209697824214 -0.1543011317205 0.00496837369747646 5 PDCD4|PDCD4 0.00187038554059492 -0.155808875853369 0.00417973911622742 5 BCL2L11|BIM 0.000141521702882461 -0.157732966413002 0.000397886790015195 5 BRAF|B-RAF_PS445 0.00115648013323183 -0.164822771559475 0.00269435265082735 5 BCL2L1|BCL-XL 0.00325350201334622 -0.166284777181746 0.00659737908261872 5 RAF1|C-RAF 0.000479269766695012 -0.168053510915375 0.00119272816938872 5 ABL1|C-ABL 5.32493516889755e-08 -0.168267913945745 6.85976942346214e-07 5 HSPA1A|HSP70 0.000198618206647014 -0.169737266780291 0.000537004780934519 5 EEF2|EEF2 2.87659465542721e-06 -0.176022408370611 1.61531853727836e-05 5 CHEK1|CHK1_PS296 3.51876582130023e-07 -0.18432147089671 2.56869904954917e-06 5 GSK3A GSK3B|GSK3-ALPHA-BETA 1.03853193159577e-07 -0.193303970657861 1.08304044294987e-06 5 COL6A1|COLLAGEN_VI 1.6711633274631e-06 -0.194065062103606 1.04567076775548e-05 5 XRCC5|KU80 0.000151541997554189 -0.194963890697722 0.000420097436257815 5 PEA15|PEA15 1.53645402463363e-05 -0.199425869845777 5.96623302826452e-05 5 LCK|LCK 4.35750202106532e-06 -0.225380203836286 2.2192859130542e-05 5 TIGAR|TIGAR 6.8981241493825e-06 -0.2308398906354 3.2142323164144e-05 5 BAX|BAX 3.29912930570165e-09 -0.245693280419646 6.56826652680601e-08 5 BCL2A1|BCL2A1 1.63339018224613e-09 -0.264835770355742 3.57712449911902e-08 5 YWHAZ|14-3-3_ZETA 4.09607660747356e-08 -0.265532601547137 5.60650485647944e-07 5 BRD4|BRD4 0.000452998739631391 -0.272773161037172 0.00116713792916794 5 TFRC|TFRC 1.94045610594995e-06 -0.279613220572129 1.14854023568389e-05 5 MAPK1|ERK2 1.56437540723862e-10 -0.291196503136191 6.85196428370516e-09 5 GAPDH|GAPDH 0.000921013826298175 -0.298673297798956 0.0021924133473837 5 SQSTM1|P62-LCK-LIGAND 0.00618220949778542 -0.324026517681272 0.0117730772175218 5 SYK|SYK 1.34737263859718e-05 -0.335195132063429 5.36499287005059e-05 5 FN1|FIBRONECTIN 1.34625170276796e-05 -0.385248286214964 5.36499287005059e-05 5 SERPINE1|PAI-1 1.80167908395762e-06 -0.483444870534799 1.09602144274089e-05 5