Hybridization REF p difference q subclass Composite Element REF p difference q subclass MYH11|MYH11 0.00184359607380254 0.986065022217687 0.0508305774634129 1 CDH1|E-CADHERIN 0.0105763649417601 0.726495556092971 0.0889193994215474 1 PDCD4|PDCD4 0.000227979272392986 0.476246026746032 0.0175564935218999 1 LCK|LCK 0.00220204531672596 0.412543661614512 0.0524002497329702 1 BCL2|BCL-2 0.0203945128572902 0.406158171496599 0.133750026292892 1 ATM|ATM 0.00941620406940439 0.314989765453515 0.0889193994215474 1 BCL2L11|BIM 0.0024435349616411 0.309585609505669 0.0524002497329702 1 PIK3R1|PI3K-P85 3.13869560429157e-05 0.302656412877551 0.00605768251628273 1 RPS6KB1|P70S6K 0.0326591291308208 0.229382435072562 0.164571816556023 1 RPS6KA1|P90RSK 0.0278109494343615 0.22376400784127 0.157868036495052 1 PARK7|DJ-1 0.0426112145222297 0.219519193344671 0.192307482330115 1 NRAS|N-RAS 0.0375161709926252 0.20933351214966 0.181015525039417 1 YWHAZ|14-3-3_ZETA 0.0205657891118914 0.185333567657596 0.133750026292892 1 XRCC5|KU80 0.0274383404514398 0.17908281415873 0.157868036495052 1 BECN1|BECLIN 0.0232264831564652 0.178474030562358 0.140084726537431 1 RBM15|RBM15 0.0495581672135966 0.174145130095238 0.198836330470051 1 PDK1|PDK1_PS241 0.0207901595273925 0.171233388557823 0.133750026292892 1 TSC1|TSC1 0.0456496159342746 0.126580369399093 0.198836330470051 1 PIK3CA |PI3K-P110-ALPHA 0.0428457084984195 0.113756079 0.192307482330115 1 BAK1|BAK 0.0219413087793184 -0.0911466271927437 0.136602341755111 1 ERRFI1|MIG-6 0.00814530892082458 -0.125041007759637 0.082739190616797 1 NOTCH1|NOTCH1 0.00554764060160315 -0.12988474422449 0.0692203479918108 1 FOXO3|FOXO3A_PS318_S321 0.0139665925630766 -0.130260420995465 0.103675090948992 1 PRKCD|PKC-DELTA_PS664 0.0466368860287472 -0.130419067736961 0.198836330470051 1 EGFR|EGFR_PY1173 0.047430708452564 -0.140758777709751 0.198836330470051 1 PGR|PR 0.000272898863034714 -0.15185140047619 0.0175564935218999 1 MET|C-MET_PY1235 0.00498870321161948 -0.15511887700907 0.0692203479918108 1 SMAD4|SMAD4 0.0123427795432113 -0.160528495188209 0.0952862580735912 1 STMN1|STATHMIN 0.048760096206459 -0.163006552263039 0.198836330470051 1 IRS1|IRS1 0.00442201107116398 -0.164240610954648 0.0692203479918108 1 SRC|SRC 0.031605846936269 -0.168842310759637 0.164571816556023 1 BRCA2|BRCA2 0.00101292822486141 -0.188957773362812 0.0440174268979538 1 COPS5|JAB1 0.0401784300186948 -0.196371327176871 0.189132609600197 1 GAB2|GAB2 0.0287183238254676 -0.204577300131519 0.158361042809007 1 FOXM1|FOXM1 0.00406743157392209 -0.227803118634921 0.0692203479918108 1 BCL2L1|BCL-XL 0.0332554447962949 -0.23305878085034 0.164571816556023 1 ESR1|ER-ALPHA_PS118 0.00674146413944412 -0.274867675188209 0.076535445818395 1 CLDN7|CLAUDIN-7 0.00573847444491696 -0.275097631741497 0.0692203479918108 1 ITGA2|CD49B 0.0054360384891619 -0.305894820598639 0.0692203479918108 1 CCNE2|CYCLIN_E2 0.0073811330480266 -0.311288171498866 0.0791421487927296 1 IGFBP2|IGFBP2 0.0310268621664773 -0.322209280072562 0.164571816556023 1 CDH2|N-CADHERIN 0.0173668514886533 -0.331669434981859 0.124140827307781 1 CHEK1|CHK1 0.0100108694689088 -0.358922590494331 0.0889193994215474 1 CCNE1|CYCLIN_E1 0.011463835612011 -0.373439983258503 0.0921883447132551 1 CHEK2|CHK2_PT68 0.0105966123662984 -0.37382315629932 0.0889193994215474 1 CCNB1|CYCLIN_B1 0.0013684174165167 -0.562294024886621 0.0440174268979538 1 FN1|FIBRONECTIN 0.00299819557551236 -0.634483933997732 0.0578651746073885 1 SERPINE1|PAI-1 0.00117064331359559 -1.20111062080726 0.0440174268979538 1 NDRG1|NDRG1_PT346 6.26372912971546e-05 1.0973368873125 0.00221345003612025 2 RPS6|S6_PS235_S236 3.44869851382031e-05 0.8445060165125 0.00221345003612025 2 ACACA ACACB|ACC_PS79 9.87788895998349e-05 0.792552105954167 0.00272347509896688 2 TFRC|TFRC 0.0143296822172286 0.785020065991667 0.0709135555878236 2 ACACA|ACC1 0.00130261636872551 0.7707573132375 0.0139669421757791 2 RB1|RB_PS807_S811 6.30446361175896e-05 0.753003804308333 0.00221345003612025 2 MAPK1 MAPK3|MAPK_PT202_Y204 0.000457569195467992 0.752454404725 0.00684106086788309 2 RPS6|S6_PS240_S244 0.000292905252452971 0.715464818604167 0.00565307137234234 2 CCNB1|CYCLIN_B1 0.00365021725490154 0.709193618425 0.0306300839215651 2 EIF4EBP1|4E-BP1_PT37_T46 0.000460796846023213 0.665912227279167 0.00684106086788309 2 AKT1 AKT2 AKT3|AKT_PS473 0.00706113743114845 0.636043589541667 0.0522860770895924 2 EGFR|EGFR_PY1068 0.029645785169856 0.616812002375 0.104029755232404 2 SRC|SRC_PY416 0.0160597475849299 0.595172892333333 0.0755983239973529 2 SQSTM1|P62-LCK-LIGAND 0.00850683948872671 0.558989077158333 0.0547273340441418 2 GSK3A GSK3B|GSK3_PS9 6.88119182213549e-05 0.526829701533333 0.00221345003612025 2 GSK3A GSK3B|GSK3-ALPHA-BETA_PS21_S9 7.62201148769778e-06 0.450648696008333 0.00147104821712567 2 AKT1 AKT2 AKT3|AKT_PT308 0.0258696350958164 0.448096157233333 0.0960161456440878 2 ASNS|ASNS 0.00794044268601394 0.4335766014375 0.0547273340441418 2 EGFR|EGFR 0.0183072634245797 0.4206819067875 0.0841262343081877 2 PKC|PKC-PAN_BETAII_PS660 0.0142652786322426 0.358593953479167 0.0709135555878236 2 CTNNB2|BETA-CATENIN 0.0102312619130388 0.3551333279 0.0598373802792875 2 FRAP1|MTOR_PS2448 0.00107022963256776 0.319516891854167 0.0121502540638575 2 EIF4EBP1|4E-BP1_PS65 0.00192965609321371 0.2868906086 0.017805071355123 2 TP53BP1|53BP1 0.0264655272719935 0.284093139675 0.0963744672357499 2 CDH3|P-CADHERIN 0.0455422590796504 0.269065713429167 0.148977220379195 2 AKT1S1|PRAS40_PT246 0.0290369216280253 0.246633787991667 0.103780108781646 2 STAT3|STAT3_PY705 0.0241491770971232 0.2250020335375 0.0948809564407043 2 JUN|C-JUN_PS73 0.0159168974863061 0.224331504516667 0.0755983239973529 2 ETS1|ETS-1 0.0244134353589125 -0.099155195725 0.0948809564407043 2 PDK1|PDK1 0.0215227512152647 -0.108873205729167 0.090301977924915 2 BRCA2|BRCA2 0.00163206148723302 -0.11427064955 0.016578308791367 2 IRS1|IRS1 0.0325806372754625 -0.1178104959375 0.112286839181505 2 NOTCH1|NOTCH1 0.0469335523568046 -0.122671780175 0.149960645179608 2 STK11|LKB1 0.0135382196738997 -0.124307723725 0.070618281001693 2 TTF1|TTF1 0.0245805586633949 -0.124755558429167 0.0948809564407043 2 RICTOR|RICTOR_PT1135 0.0455166719537971 -0.125953014408333 0.148977220379195 2 PIK3R1|PI3K-P85 0.0386777373765376 -0.134827545491667 0.130961461643364 2 MRE11A|MRE11 0.00688242408995302 -0.146358056058333 0.0522860770895924 2 PGR|PR 3.14538774298236e-05 -0.159430378966667 0.00221345003612025 2 MAPK1|ERK2 0.00918969340621432 -0.161675729670833 0.0572132524967537 2 BECN1|BECLIN 0.00193733937024654 -0.164638941795833 0.017805071355123 2 YAP1|YAP 0.0473968878546948 -0.169417800245833 0.149960645179608 2 BID|BID 0.00731463254621241 -0.184484230875 0.0522860770895924 2 NRAS|N-RAS 0.00849583252174594 -0.195131581466667 0.0547273340441418 2 BAK1|BAK 0.000173848083517079 -0.1967673758625 0.00419408501484953 2 YWHAB|14-3-3_BETA 0.000270421140050728 -0.204340589295833 0.00565307137234234 2 C12ORF5|TIGAR 0.000678190237916589 -0.210136449133333 0.00934933685127869 2 BCL2|BCL-2 0.0253701452939218 -0.217687089983333 0.0960085890534688 2 CDKN1B|P27 0.000996420178224345 -0.222235740820833 0.0120193183998312 2 AR|AR 0.00214730925378382 -0.222629296591667 0.018837758453649 2 ANXA1|ANNEXIN_1 0.018893659064107 -0.225580335916667 0.0848017720784337 2 CCND1|CYCLIN_D1 0.0230806744642247 -0.256672700370833 0.0947780887573482 2 ARHI|ARHI 0.013492922593801 -0.2606461093 0.070618281001693 2 NRG1|HEREGULIN 0.00986748659234278 -0.285816822254167 0.0595132785100674 2 XBP1|XBP1 0.0129053990998179 -0.289129442929167 0.070618281001693 2 RAD51|RAD51 0.0210635691454363 -0.290410162545833 0.090301977924915 2 G6PD|G6PD 0.0113400396976179 -0.3149838954 0.0643714018129487 2 ESR1|ER-ALPHA 0.000377525413572767 -0.345593364183333 0.00662385498359491 2 RAB25|RAB25 0.0195315374901896 -0.3887198971125 0.0856724258092407 2 HSPA1A|HSP70 0.00467069324349183 -0.529948884704167 0.0375601581664135 2 COL6A1|COLLAGEN_VI 0.000901578353065106 -0.5894025907875 0.011600308142771 2 MYH11|MYH11 0.00279525432319502 1.49161355700417 0.0174027123992464 3 MAPK1 MAPK3|MAPK_PT202_Y204 4.8812014730077e-07 1.34958368779167 9.42071884290486e-05 3 ERBB3|HER3 0.00684002417634491 1.32671055587083 0.032198162586209 3 COL6A1|COLLAGEN_VI 0.000833904828437896 1.1278021469875 0.0106876303439634 3 HSPA1A|HSP70 0.00223893281441609 1.03947543360417 0.0166197705070117 3 CCND1|CYCLIN_D1 0.00436586752379498 0.9643502173375 0.0240746409169266 3 CDKN1A|P21 0.00207027255693293 0.891023949125 0.0159825041395222 3 NRG1|HEREGULIN 0.00585691934157688 0.814889461645833 0.0289098057269393 3 AKT1 AKT2 AKT3|AKT_PS473 0.000863103020523466 0.763037166554167 0.0106876303439634 3 SRC|SRC_PY527 0.0018147942775336 0.7391689430875 0.0145939706484994 3 RAD51|RAD51 0.00798981850422227 0.738712794679167 0.0362213399327547 3 CAV1|CAVEOLIN-1 0.0133169518773505 0.7282779451625 0.0476114173147605 3 RPS6KB1|P70S6K_PT389 0.000430631640234744 0.5968883761375 0.00945567567232173 3 AKT1 AKT2 AKT3|AKT_PT308 0.000637712279017096 0.5954381257 0.0106876303439634 3 STAT3|STAT3_PY705 0.0059916695807128 0.570004931025 0.0289098057269393 3 ESR1|ER-ALPHA 0.00266565843955921 0.556165653766667 0.0174027123992464 3 FN1|FIBRONECTIN 0.0147548417198112 0.503591001279167 0.0499593763495362 3 SRC|SRC_PY416 0.0261419637594681 0.485709534625 0.0764454394784446 3 RPS6KA1|P90RSK_PT359_S363 0.00292072342954545 0.475363772029167 0.017615613184446 3 ARHI|ARHI 0.0301451424446692 0.428092791433333 0.0868360073406143 3 BAK1|BAK 8.68409217969564e-06 0.406602413216667 0.000838014895340629 3 ERBB2|HER2_PY1248 0.0110399487248708 0.395634436420833 0.0409878818735555 3 STMN1|STATHMIN 0.0307412713192418 0.3901027299 0.0872509612443186 3 YWHAB|14-3-3_BETA 0.0351987599414667 0.386306253566667 0.0913809650769085 3 SFRS1|SF2 0.0430647475968182 0.364873240408333 0.101857679364531 3 MAP2K1|MEK1_PS217_S221 0.015764393311368 0.356797107870833 0.0524573777430004 3 MYC|C-MYC 0.0110433671369165 0.3469863167125 0.0409878818735555 3 TTF1|TTF1 0.00864587984348506 0.341697218675 0.0362213399327547 3 CDC2|CDK1 0.013321329196876 0.3039797466 0.0476114173147605 3 RAF1|C-RAF_PS338 0.0102073415346441 0.300071073925 0.0402044268609451 3 NOTCH1|NOTCH1 0.010799495991416 0.294663780666667 0.0409878818735555 3 AR|AR 0.025975707901577 0.2808374028625 0.0764454394784446 3 BRCA2|BRCA2 0.0432763197300082 0.2698553649375 0.101857679364531 3 CDKN1B|P27_PT198 0.0332494284521765 0.258586939675 0.0903822491728178 3 PGR|PR 0.00398568311551998 0.2227874524375 0.0233102073119805 3 IRS1|IRS1 0.0385552358772598 0.219547263741667 0.0953994939014249 3 ACVRL1|ACVRL1 0.0409745944678771 0.219460299020833 0.0988512091537535 3 CLDN7|CLAUDIN-7 0.0245451880169197 0.169888530120833 0.0764067949558952 3 ERRFI1|MIG-6 0.0358928673002408 0.0937014288624999 0.0913809650769085 3 PRKCD|PKC-DELTA_PS664 0.0325683615421487 -0.1644714309875 0.0897956253947814 3 SMAD1|SMAD1 0.0405483908761002 -0.179991485925 0.0988512091537535 3 BIRC2 |CIAP 0.000951992248323234 -0.188462515816667 0.0106876303439634 3 SHC1|SHC_PY317 0.0375016676344343 -0.202596473816667 0.0939976864083873 3 EIF4EBP1|4E-BP1_PS65 0.0443164764396787 -0.2269246949375 0.10304915605853 3 MAPK9|JNK2 0.0359842142271764 -0.2512011131 0.0913809650769085 3 RICTOR|RICTOR 0.034114064366603 -0.2709142734375 0.0911373848052657 3 ESR1|ER-ALPHA_PS118 0.000978588309132173 -0.278878516554167 0.0106876303439634 3 PCNA|PCNA 0.0223878808578983 -0.289310767995833 0.0720143500929062 3 PIK3CA |PI3K-P110-ALPHA 0.0137206183989955 -0.303478714566667 0.0477063012134908 3 XRCC1|XRCC1 0.00260228418552417 -0.324652455125 0.0174027123992464 3 AKT1 AKT2 AKT3|AKT 0.00853107338134963 -0.337288359391667 0.0362213399327547 3 EEF2|EEF2 0.00882074081263975 -0.344078234595833 0.0362213399327547 3 PRKCA |PKC-ALPHA 0.0100343111907684 -0.36758958995 0.0402044268609451 3 CCNE2|CYCLIN_E2 0.00524630727237111 -0.376161128758333 0.027578941385088 3 GAB2|GAB2 0.00178704589486602 -0.376497068408333 0.0145939706484994 3 KDR|VEGFR2 0.00255912828745816 -0.378265117325 0.0174027123992464 3 EEF2K|EEF2K 0.0138422428391476 -0.380083244533333 0.0477063012134908 3 PRKCA |PKC-ALPHA_PS657 0.0344716533201264 -0.3892975849125 0.0911373848052657 3 RPS6KA1|P90RSK 0.00855657219168975 -0.3920542763125 0.0362213399327547 3 ERCC1|ERCC1 0.00115684892024174 -0.394777706591667 0.0106876303439634 3 ANXA1|ANNEXIN_1 0.00114566839723801 -0.395797027695833 0.0106876303439634 3 MSH6|MSH6 0.00163349731038333 -0.418825419954167 0.0143302264047265 3 DVL3|DVL3 0.000440938243787024 -0.451136154045833 0.00945567567232173 3 EGFR|EGFR 0.00116290278354006 -0.451150045445833 0.0106876303439634 3 PRKAA1|AMPK_PT172 0.00412878731333119 -0.4785684025625 0.0234369397492035 3 GSK3A GSK3B|GSK3-ALPHA-BETA 0.0241126739944671 -0.478579519704167 0.0762909193595434 3 EIF4G1|EIF4G 0.0005035984831429 -0.4915721624 0.00971945072465797 3 TSC2|TUBERIN 0.00540523898094682 -0.4941787540125 0.027578941385088 3 SQSTM1|P62-LCK-LIGAND 0.0259375029149296 -0.5193215421625 0.0764454394784446 3 STAT5A|STAT5-ALPHA 0.0256993083416477 -0.5431810012625 0.0764454394784446 3 FRAP1|MTOR 0.00278839194036805 -0.569867872225 0.0174027123992464 3 PDK1|PDK1_PS241 0.00082827474384647 -0.590011794458333 0.0106876303439634 3 BRAF|B-RAF 0.00103837678566952 -0.627011528829167 0.0106876303439634 3 XRCC5|KU80 0.00543005063540592 -0.630902112283333 0.027578941385088 3 TP53BP1|53BP1 0.00109482696959945 -0.631304525108333 0.0106876303439634 3 RPS6KB1|P70S6K 0.000122928730889417 -0.631945214758333 0.00467535884748791 3 CTNNB2|BETA-CATENIN 0.00875002743568404 -0.635022823654167 0.0362213399327547 3 RPS6|S6 0.000156122682108144 -0.6560188904875 0.00467535884748791 3 ATM|ATM 0.0315273795311446 -0.656631751591667 0.088185278978419 3 GAPDH|GAPDH 0.0180154888699716 -0.6637559697 0.0589320229136359 3 RBM15|RBM15 0.00016957260068609 -0.743749163808333 0.00467535884748791 3 ACACA ACACB|ACC_PS79 5.24862680699647e-05 -0.879789229808333 0.0025324624343758 3 ACACA|ACC1 1.4719409737006e-05 -1.13300689304167 0.000946948693080719 3 FN1|FIBRONECTIN 0.000299488456410967 0.864063657911565 0.00825732458390238 4 BCL2L1|BCL-XL 0.0116308008349993 0.439425395603175 0.0863363292751871 4 ANXA1|ANNEXIN_1 0.007705449490361 0.425845966798186 0.0646587718104206 4 PXN|PAXILLIN 0.00669126254292138 0.262938391979592 0.0645706835391913 4 MAPK1|ERK2 0.000375572007331675 0.257336150365079 0.00885035281802589 4 AKT1 AKT2 AKT3|AKT 0.000278648188065726 0.229173124662132 0.00825732458390238 4 STMN1|STATHMIN 0.00326119808258637 0.218821750326531 0.0393382018711981 4 PARK7|DJ-1 0.0192892068133012 0.213708766496599 0.120090868224746 4 BID|BID 0.000732387343581626 0.209599099108844 0.0117792297759378 4 BAX|BAX 0.0216127206032969 0.19373859045805 0.126307353309908 4 GSK3A GSK3B|GSK3-ALPHA-BETA 0.0111355509589772 0.184921857253968 0.085966453403304 4 RICTOR|RICTOR_PT1135 0.00708345907908029 0.17961902268254 0.0646587718104206 4 MYH9|MYOSIN-IIA_PS1943 0.0329558567819302 0.173111867331066 0.152070068372066 4 PDK1|PDK1_PS241 0.0189811695734109 0.167743565120181 0.120090868224746 4 CHEK2|CHK2_PT68 0.0263734829381986 0.161559322848073 0.141391172418676 4 WWTR1|TAZ 0.0187702186703592 0.158645646 0.120090868224746 4 MRE11A|MRE11 0.00935036474123893 0.153435112321995 0.0751925164607964 4 PRKAA1|AMPK_ALPHA 0.0283215675733722 0.143695121435374 0.143843751096338 4 CDH2|N-CADHERIN 0.0312303678578867 0.141863306265306 0.150686524914303 4 C12ORF5|TIGAR 0.0367899856603825 0.137124317619048 0.161374255283041 4 TSC1|TSC1 0.0488826219947178 0.127614376959184 0.178826924283764 4 YAP1|YAP 0.0365754488050526 0.125232877133787 0.161374255283041 4 STK11|LKB1 0.00321494911873911 0.107758709086168 0.0393382018711981 4 BAK1|BAK 0.0499411611728586 0.0809251212471655 0.178826924283764 4 BIRC2 |CIAP 0.0420380052449004 0.0720575437959184 0.176376848092734 4 SCD1|SCD1 0.00371598264640942 -0.105522174528345 0.0398435917087232 4 EIF4G1|EIF4G 0.045926595073961 -0.137386219931973 0.178826924283764 4 SMAD4|SMAD4 0.00741932364170005 -0.154123969736961 0.0646587718104206 4 ERBB2|HER2_PY1248 0.0201010927301185 -0.193445952183673 0.121234715528527 4 CDH3|P-CADHERIN 0.022581095120215 -0.201355045646259 0.126307353309908 4 ERBB2|HER2 0.0468403066136245 -0.202401120154195 0.178826924283764 4 CTNNB2|BETA-CATENIN 0.0440696690490275 -0.207036426759637 0.178826924283764 4 PARP1|PARP1 0.04198489497146 -0.253888158399093 0.176376848092734 4 TSC2|TUBERIN_PT1462 0.000412710753172192 -0.259722668585034 0.00885035281802589 4 CHEK1|CHK1_PS345 0.022905478579517 -0.289393243469388 0.126307353309908 4 RAD50|RAD50 0.0129731859917894 -0.290597818802721 0.0927342554227909 4 RPS6KA1|P90RSK 0.0472654164364693 -0.306538312331066 0.178826924283764 4 AKT1 AKT2 AKT3|AKT_PS473 0.045555463051783 -0.363683272045351 0.178826924283764 4 EGFR|EGFR_PY1068 0.00029925328426982 -0.397187287820862 0.00825732458390238 4 FRAP1|MTOR_PS2448 0.00347435830202932 -0.399587485591837 0.0394441854289211 4 CHEK2|CHK2 0.000612329234854332 -0.433878352061224 0.0107435947569896 4 GSK3A GSK3B|GSK3_PS9 0.0307228571857255 -0.445370871358277 0.150686524914303 4 ACACA|ACC1 0.00103556484527305 -0.474753059142857 0.0153741550105922 4 STAT3|STAT3_PY705 0.0272830946598866 -0.475371168573696 0.142314520793463 4 ACACA ACACB|ACC_PS79 0.0153154448556105 -0.488689989512472 0.10556717346903 4 STAT5A|STAT5-ALPHA 0.000211906804908169 -0.555129488555556 0.00825732458390238 4 RB1|RB_PS807_S811 0.00523238570983347 -0.590186745528345 0.0531500232630452 4 FASN|FASN 0.000276643087089524 -0.61695311045805 0.00825732458390238 4 SRC|SRC_PY416 8.62049379625375e-05 -0.643167924848073 0.00825732458390238 4 RPS6|S6_PS240_S244 0.0330929682467709 -0.677856051022676 0.152070068372066 4 SQSTM1|P62-LCK-LIGAND 0.000109512809690376 -0.681364558063492 0.00825732458390238 4 TFRC|TFRC 0.000482213103039522 -1.02302427363492 0.00930671288866278 4 CDH1|E-CADHERIN 0.00115990428560169 -1.09781729706803 0.0159901090800804 4 ACACA ACACB|ACC_PS79 0.000188829784782146 0.491119064972789 0.00404934982921713 5 ERBB2|HER2 0.00294243428952989 0.458967405092971 0.02205866250347 5 ATM|ATM 0.00789799142096179 0.452897730623583 0.039084931903734 5 CTNNB2|BETA-CATENIN 0.00350874781482785 0.412249036777778 0.0243196010704138 5 RBM15|RBM15 0.00186831899843864 0.408730167605442 0.018978187720982 5 BRAF|B-RAF 0.000799486504242742 0.406509201528345 0.00964380595742808 5 CHEK1|CHK1_PS345 0.006556180227722 0.406374735092971 0.0341984536202796 5 EEF2K|EEF2K 0.00257734094987127 0.402068474204082 0.02205866250347 5 ESR1|ER-ALPHA_PS118 7.59904102058111e-05 0.373715175655329 0.00183326864621519 5 TSC2|TUBERIN 0.017884932845219 0.36954776777551 0.0704447354923932 5 ACACA|ACC1 0.00566148235938816 0.362872949863946 0.0321372380988798 5 STAT5A|STAT5-ALPHA 0.00780617322483487 0.360338275208617 0.039084931903734 5 CCNE2|CYCLIN_E2 1.8461635842122e-07 0.356393772773243 3.32960305355724e-05 5 MSH6|MSH6 0.0205895205136985 0.350659515433107 0.0779172050812512 5 RICTOR|RICTOR 0.00255367074122354 0.308136397258503 0.02205866250347 5 FRAP1|MTOR 0.0102323994722293 0.289260182662131 0.0459268162358199 5 RPS6|S6 0.00406889433193246 0.283352989650794 0.027079193312516 5 XRCC5|KU80 0.00527277120330381 0.248524432598639 0.0321372380988798 5 RAD50|RAD50 0.00933723398168729 0.239835604648526 0.0439533209381865 5 CHEK2|CHK2 0.0429254530260183 0.223305795539682 0.131501784667008 5 XRCC1|XRCC1 0.0192505439529173 0.209868619478458 0.0743070996582608 5 PEA15|PEA15_PS116 0.00206870285838626 0.207408795378685 0.0199629825834274 5 MS4A1|CD20 0.0029716332906229 0.204060116013605 0.02205866250347 5 SMAD4|SMAD4 0.0129107596451222 0.191837913287982 0.0553728135890797 5 PRKCD|PKC-DELTA_PS664 0.0369238201227793 0.18787704584127 0.12286719454649 5 ERCC1|ERCC1 0.00273247379032062 0.185844553358277 0.02205866250347 5 RAF1|C-RAF 0.0086322242575464 0.182987298931973 0.0416504820426614 5 MSH2|MSH2 0.0158797206179765 0.176459782272109 0.0638497099847805 5 CTNNB1|ALPHA-CATENIN 2.71051107357121e-06 0.174672834918367 0.000107127845923162 5 TSC2|TUBERIN_PT1462 0.0243131560648592 0.152351402589569 0.0853170749185059 5 RPS6KB1|P70S6K 0.0234971716270908 0.149122308238095 0.0853170749185059 5 FOXO3|FOXO3A_PS318_S321 0.00437275792899061 0.139952290192744 0.0281314093431729 5 CLDN7|CLAUDIN-7 0.0419101918919309 0.139699554952381 0.130462371534559 5 RPTOR|RAPTOR 0.0467192732327781 0.133530185111111 0.134347502905568 5 EIF4G1|EIF4G 0.0411900539178813 0.125745271650794 0.130322629609034 5 AKT1S1|PRAS40_PT246 0.015290543351663 0.119060484365079 0.0627888269547013 5 PIK3CA |PI3K-P110-ALPHA 0.0242991827332506 0.106160654410431 0.0853170749185059 5 CDKN1B|P27_PT198 0.0392833837213854 -0.0828462403922903 0.128408611195996 5 STK11|LKB1 0.0457614086769537 -0.0843513601882087 0.133817452646243 5 MYC|C-MYC 0.0232752031767076 -0.103949041498866 0.0853170749185059 5 PECAM1|CD31 0.0319133378195633 -0.121192289793651 0.109987039270995 5 RICTOR|RICTOR_PT1135 0.0125126521393319 -0.137468857780045 0.0548850423384331 5 STMN1|STATHMIN 0.00960780674997103 -0.141553560530612 0.0441501595891526 5 TTF1|TTF1 0.00352823227964553 -0.146928004922903 0.0243196010704138 5 C12ORF5|TIGAR 0.0013807297658793 -0.150246637337868 0.0148044913785947 5 BAK1|BAK 4.96733836386443e-05 -0.160089007015873 0.00136956614889405 5 RPS6KB1|P70S6K_PT389 0.036081134142828 -0.166791478938776 0.122169454202909 5 WWTR1|TAZ 0.000446404876220216 -0.167780319292517 0.00683382801287997 5 YWHAZ|14-3-3_ZETA 0.0441835649887467 -0.170325863022676 0.133241063169189 5 ANXA7 |ANNEXIN_VII 0.048030972541369 -0.181833803800454 0.134347502905568 5 BAX|BAX 0.0478246511540362 -0.183818179424036 0.134347502905568 5 BID|BID 0.00279997158802422 -0.185949891281179 0.02205866250347 5 CDC2|CDK1 0.000651579544763077 -0.193868459251701 0.00838365680928492 5 RAB11A RAB11B|RAB11 0.000380455726261169 -0.209127900337868 0.00683382801287997 5 MAP2K1|MEK1_PS217_S221 5.96459637440969e-07 -0.213925895748299 3.8372236675369e-05 5 MAPK14|P38 0.0151132448442233 -0.226417736405896 0.0627888269547013 5 NRG1|HEREGULIN 0.00559551730131949 -0.232275585628118 0.0321372380988798 5 CASP7|CASPASE-7_CLEAVEDD198 0.0449674072399207 -0.265973649675737 0.133518609189303 5 MYH9|MYOSIN-IIA_PS1943 0.0399197755013459 -0.309125219312925 0.128408611195996 5 LCK|LCK 3.45036585860854e-07 -0.365818265668934 3.32960305355724e-05 5 EGFR|EGFR_PY1068 0.00638048094801427 -0.366669183195011 0.0341984536202796 5 PEA15|PEA15 0.00649467508811579 -0.37687368323356 0.0341984536202796 5 AKT1 AKT2 AKT3|AKT_PS473 0.000495718094198547 -0.44383183384127 0.00683382801287997 5 MAP2K1|MEK1 0.00546633258394283 -0.447284902814059 0.0321372380988798 5 SRC|SRC_PY416 0.000493473972383813 -0.485676471029478 0.00683382801287997 5 COL6A1|COLLAGEN_VI 3.56795591785795e-05 -0.581617396628118 0.00114769248691097 5 CAV1|CAVEOLIN-1 0.000409597416039188 -0.840509626909297 0.00683382801287997 5 MAPK1 MAPK3|MAPK_PT202_Y204 2.77533279593684e-06 -0.995559742072562 0.000107127845923162 5 SERPINE1|PAI-1 0.00101512692351014 -1.3375593112381 0.0115246762492622 5 TFRC|TFRC 0.00181359927064327 1.20567845011025 0.014584360801423 6 SERPINE1|PAI-1 0.00355205300481998 1.04391046648743 0.0214233196853205 6 G6PD|G6PD 0.00782333859591617 0.826838578017408 0.0368269353417517 6 GAPDH|GAPDH 0.000680931758596932 0.650494859029014 0.0080189602467885 6 CCNB1|CYCLIN_B1 0.000321388623730739 0.640188699510638 0.00516900036500272 6 SQSTM1|P62-LCK-LIGAND 0.0170990905081595 0.580421657137331 0.058930794072764 6 PRDX1|PRDX1 0.0446328248393306 0.509505058528046 0.116407232351227 6 FASN|FASN 0.0396650701232662 0.484856181744681 0.107821951180146 6 PRKCA |PKC-ALPHA_PS657 0.01390325938932 0.471251630779497 0.0547618175946686 6 PRKCA |PKC-ALPHA 0.0145961055007419 0.420489049705996 0.0555078832150014 6 DVL3|DVL3 0.00173282175697893 0.400946871123791 0.014584360801423 6 SYK|SYK 0.0287410104692931 0.395242714903288 0.0862866585042526 6 GAB2|GAB2 0.00255687299909064 0.358573393261122 0.0176241603151605 6 RPS6|S6 0.000438884565059382 0.338117344297872 0.00639041566189853 6 ASNS|ASNS 0.0488064814872839 0.327430032303675 0.123942775355866 6 EIF4G1|EIF4G 6.1785379608997e-08 0.325109856882012 1.19245782645364e-05 6 RPS6KA1|P90RSK 0.00101836357278421 0.324990819299807 0.0103444299761764 6 ANXA1|ANNEXIN_1 0.00473438191712519 0.300745149547389 0.0274307777692501 6 CHEK1|CHK1 0.00332643839402358 0.29057716088588 0.0214000870015517 6 PEA15|PEA15 0.0125643930320009 0.28922195210058 0.0521918172190323 6 CCNE1|CYCLIN_E1 0.0031353000939058 0.282964382605416 0.0208659626939248 6 PCNA|PCNA 0.000254210067790215 0.278834007324952 0.00446023118941014 6 PREX1|PREX1 0.0318740719341004 0.258968482764023 0.0904661159306085 6 EIF4EBP1|4E-BP1 0.00578010067288386 0.249160834249516 0.0301502548612591 6 MSH6|MSH6 0.0052790190657063 0.248637053520309 0.0283366709762166 6 KDR|VEGFR2 0.0457670923833567 0.245839620365571 0.117773984399838 6 EEF2|EEF2 0.00528559665877616 0.225177757820116 0.0283366709762166 6 FRAP1|MTOR 0.01697321085341 0.218311653427466 0.058930794072764 6 XRCC5|KU80 0.0262942294054287 0.206349123605416 0.0805521630991705 6 RBM15|RBM15 0.0293457458349639 0.200699742174081 0.0862866585042526 6 GSK3A GSK3B|GSK3-ALPHA-BETA 0.02448034743363 0.194887377676983 0.0774542140113211 6 PDK1|PDK1_PS241 0.0060764575904863 0.187757939137331 0.0308620082885225 6 CCNE2|CYCLIN_E2 0.0295073547216615 0.178917638512573 0.0862866585042526 6 MAPK14|P38 0.03132786417494 0.174955753673114 0.0902429520263197 6 SHC1|SHC_PY317 0.00716312235116289 0.173061373394584 0.0352693892486794 6 BAX|BAX 0.0419975732976197 0.170537809458414 0.112576828422786 6 PRKCD|PKC-DELTA_PS664 0.0340845419486909 0.167301579825919 0.0953379216825702 6 BIRC2 |CIAP 0.000463553467702484 0.127354614870406 0.00639041566189853 6 ADAR|ADAR1 0.0129803483239044 0.0966154626905222 0.0521918172190323 6 IRS1|IRS1 0.0442193817932391 -0.085968668245648 0.116407232351227 6 YWHAB|14-3-3_BETA 0.0216452489683146 -0.12868310287234 0.0708056449302495 6 MRE11A|MRE11 0.00344284850994235 -0.133511502754352 0.0214233196853205 6 CDKN1B|P27_PT198 0.00155586970250191 -0.139135308365571 0.0142991834563271 6 BID|BID 0.0153988625224027 -0.144750944520309 0.0571534705158408 6 RAF1|C-RAF_PS338 0.0001824860363381 -0.155720316326886 0.00391331166813925 6 STMN1|STATHMIN 0.0161159500943344 -0.156271884069632 0.0586863843057837 6 MAP2K1|MEK1_PS217_S221 0.00483236499561919 -0.157062565046422 0.0274307777692501 6 BECN1|BECLIN 0.0166883441057545 -0.157161354955513 0.058930794072764 6 AKT1S1|PRAS40_PT246 0.0127249582707302 -0.16898289203675 0.0521918172190323 6 YAP1|YAP 0.0221919955909987 -0.172553132386847 0.0713842524843792 6 CDKN1B|P27 0.0204241844581782 -0.175958907572534 0.0691555719373402 6 CDC2|CDK1 0.000706333285986552 -0.176887377373308 0.0080189602467885 6 SFRS1|SF2 0.025739798625849 -0.225491605321083 0.0801255021740138 6 ACVRL1|ACVRL1 6.84598925006766e-05 -0.247681292535783 0.0022021265421051 6 ERBB2|HER2_PY1248 0.00252713373506721 -0.252224152860735 0.0176241603151605 6 RICTOR|RICTOR_PT1135 9.4159343654991e-06 -0.272955038659574 0.000605758444180442 6 XBP1|XBP1 0.010336672593781 -0.306294426777563 0.046394832804645 6 AR|AR 3.68969909713195e-06 -0.30954779445648 0.000356055962873233 6 ESR1|ER-ALPHA 0.00179131834931856 -0.312324852833656 0.014584360801423 6 RPS6KB1|P70S6K_PT389 0.000127337591230826 -0.31284227205029 0.00351087930107849 6 RPS6KA1|P90RSK_PT359_S363 0.000220105610545219 -0.314693391058027 0.00424803828352273 6 RAD51|RAD51 0.000162885954161483 -0.368812718274661 0.00391331166813925 6 COL6A1|COLLAGEN_VI 0.0112400347716941 -0.382064914203095 0.0482072602430436 6 STAT3|STAT3_PY705 0.000796091775238281 -0.451481840179884 0.00853587292338823 6 ERBB3|HER3 0.0111748788456191 -0.497164317003868 0.0482072602430436 6 AKT1 AKT2 AKT3|AKT_PT308 0.00730971797900092 -0.498559329046422 0.0352693892486794 6 YAP1|YAP_PS127 0.00960421525999256 -0.501328563547389 0.0441336558375849 6 PDCD4|PDCD4 0.0212220662959088 -0.566079084497099 0.0706182550881103 6 EIF4EBP1|4E-BP1_PT37_T46 0.0359960458637869 -0.614427656659574 0.0992462407387267 6 CCND1|CYCLIN_D1 6.56432847289257e-05 -0.650261370135397 0.0022021265421051 6 AKT1 AKT2 AKT3|AKT_PS473 0.000512976903850336 -0.664718304502901 0.00660030282954099 6 HSPA1A|HSP70 0.0010817588321734 -0.69513862429207 0.0104389727304733 6 SRC|SRC_PY527 0.014667886238161 -0.837991186433269 0.0555078832150014 6 CDKN1A|P21 0.00231234651060996 -0.936559913798839 0.0171647260210662 6 MYH11|MYH11 0.0019985380220658 -1.01893708085106 0.015428713530348 6 MAPK1 MAPK3|MAPK_PT202_Y204 2.82490627524387e-05 -1.1149995273501 0.00136301727780517 6