Hybridization REF p difference q subclass Composite Element REF p difference q subclass CDH1|E-CADHERIN 7.43937739692303e-10 1.27741081356312 4.76120153403074e-08 1 CLDN7|CLAUDIN-7 9.81647418878994e-06 1.2719843571025 9.91980549604036e-05 1 ERBB2|HER2 0.00319967404331738 1.0661677667558 0.0105668910189041 1 C12ORF5|TIGAR 0.000217288322391483 0.98852869977057 0.00119198165426185 1 RBM15|RBM15 4.85180270827347e-14 0.931987558219233 9.31546119988506e-12 1 ERBB2|HER2_PY1248 0.0149156081015675 0.750523538024437 0.0403351655704361 1 STAT5A|STAT5-ALPHA 5.76861161529042e-07 0.710877227781821 1.10757343013576e-05 1 SRC|SRC_PY527 0.00245876926271633 0.670828148807138 0.0089126425976147 1 CTNNB2|BETA-CATENIN 0.00636551123563251 0.610592669769866 0.0190965337068975 1 SRC|SRC 2.92935665944911e-05 0.537476143406294 0.000244537599397491 1 RPS6|S6_PS240_S244 0.000406365680549313 0.52928775076846 0.002108708396364 1 BAP1|BAP1-C-4 1.5625474149286e-10 0.526970140110935 1.50004551833146e-08 1 SQSTM1|P62-LCK-LIGAND 5.41488933788615e-05 0.522081573366913 0.000385058797360793 1 RPS6|S6_PS235_S236 0.00408304137569619 0.495361823553973 0.0128515400677651 1 ERBB3|HER3 5.84025683626831e-06 0.480329218636955 7.77389484959991e-05 1 EIF4G1|EIF4G 0.000470585062353652 0.459728715183368 0.00237769294662898 1 GAB2|GAB2 4.86105246119222e-07 0.45166395797943 1.03702452505434e-05 1 PTEN|PTEN 0.000123166554991496 0.426774549293776 0.000756301415184972 1 TP53BP1|53BP1 0.000118790168817792 0.426586471302215 0.000756301415184972 1 RAB25|RAB25 0.00263257914782437 0.423128158686181 0.00936028141448665 1 RPS6|S6 0.000844503203593973 0.412059585604606 0.00386058607357245 1 FRAP1|MTOR 1.49927567293996e-05 0.384915922958333 0.000137076632954511 1 PKC|PKC-PAN_BETAII_PS660 0.000126050235864162 0.36843006026635 0.000756301415184972 1 TSC2|TUBERIN 2.29118706915855e-05 0.365139264550457 0.000199958144217473 1 MSH6|MSH6 0.00232413579933854 0.359512373134845 0.00874968771515686 1 EEF2K|EEF2K 0.00943738521196499 0.349692112989979 0.0270444471745862 1 CHEK1|CHK1 0.0013151384671734 0.347921945949895 0.00515319562647536 1 XRCC5|KU80 4.79609467718783e-06 0.313274760727672 7.67375148350053e-05 1 PRKAA1|AMPK_PT172 0.00372865651433137 0.292277034802215 0.0119317008458604 1 RPS6KA1|P90RSK 0.00246026071704989 0.230066693330345 0.0089126425976147 1 SFRS1|SF2 0.0196598051494992 0.224636290329641 0.050329101182718 1 RPS6KB1|P70S6K 0.0294032273202821 0.217382746729079 0.0723771749422329 1 ERCC1|ERCC1 0.000140751265077416 0.200643806240331 0.000794830673378349 1 XRCC1|XRCC1 0.00547452132295314 0.197306861724156 0.0166842554604286 1 TSC1|TSC1 0.0124999850332931 0.17084440293161 0.0342856732341754 1 FRAP1|MTOR_PS2448 0.0109319834261955 0.160133704419655 0.0308667767327873 1 JUN|C-JUN_PS73 0.00861126216763137 0.157042077793073 0.0250509444876549 1 PRKAA1|AMPK_ALPHA 0.0301615230951401 0.118254688724156 0.073303954864138 1 PRKCD|PKC-DELTA_PS664 0.00219960723082809 0.113506969627813 0.00844649176637986 1 ESR1|ER-ALPHA_PS118 0.0161238579112649 0.0825905164062939 0.0429969544300397 1 SCD1|SCD1 0.0420362975689602 -0.0720514123426512 0.0984264528443946 1 MET|C-MET_PY1235 0.00717973851585199 -0.0747542321422292 0.0212078430006705 1 PDK1|PDK1 0.0177594376717431 -0.0873111701028481 0.0460785409861443 1 EGFR|EGFR_PY1173 0.000877517708458727 -0.0899610464073488 0.00391821860521106 1 YWHAE|14-3-3_EPSILON 0.00273217557044567 -0.104806704885549 0.00953777653682852 1 CHEK2|CHK2_PT68 6.47722961554647e-05 -0.118036102883439 0.000444152887923187 1 BRCA2|BRCA2 0.00104612623623253 -0.120187671960091 0.00446347194125879 1 DVL3|DVL3 0.0493453512847943 -0.120225568869374 0.114148282490127 1 NRAS|N-RAS 0.00128797301354338 -0.121344871752637 0.00515319562647536 1 BID|BID 0.00102765689655024 -0.128052720366561 0.00446347194125879 1 PREX1|PREX1 0.0391211604779388 -0.131811756751934 0.0927316396514105 1 EIF4EBP1|4E-BP1_PT70 0.00058279726794722 -0.158426030700598 0.00279742688614666 1 TGM2|TRANSGLUTAMINASE 0.0163894679901217 -0.158943142726617 0.0431065459466215 1 RAF1|C-RAF_PS338 7.63196604773704e-06 -0.161002833084564 9.15835925728445e-05 1 ANXA7 |ANNEXIN_VII 0.000780128701761057 -0.165253596453059 0.0036532856277591 1 BAX|BAX 0.00323824646831978 -0.170327479285689 0.0105668910189041 1 RICTOR|RICTOR_PT1135 0.00113221924272831 -0.170414876001582 0.00472578466530077 1 STK11|LKB1 8.79685838457453e-06 -0.172982042529712 9.87760963298872e-05 1 PIK3CA |PI3K-P110-ALPHA 0.00057367122439598 -0.173844962152778 0.00279742688614666 1 MAP2K1|MEK1_PS217_S221 3.13734320646962e-09 -0.173982721155591 1.20473979128433e-07 1 WWTR1|TAZ 4.88861295260993e-05 -0.177233543431259 0.000375160498383552 1 STMN1|STATHMIN 6.03441112125076e-06 -0.180812059126758 7.77389484959991e-05 1 MYC|C-MYC 0.0338311730961839 -0.182708308546589 0.0811948154308414 1 MRE11A|MRE11 1.49891586231807e-07 -0.190061516216772 4.11131207950099e-06 1 PRDX1|PRDX1 0.00422898080090154 -0.197526556064873 0.0130961986092435 1 PEA15|PEA15 0.00312422953434265 -0.204857010095816 0.0105668910189041 1 CCND1|CYCLIN_D1 0.0112659345206015 -0.229290728799754 0.0313486873616737 1 YAP1|YAP 5.0802984156106e-05 -0.249433628875 0.000375160498383552 1 COL6A1|COLLAGEN_VI 0.000301693608344846 -0.301157260007911 0.00160903257783918 1 EGFR|EGFR 0.00324711755268407 -0.318020675806786 0.0105668910189041 1 ACVRL1|ACVRL1 3.81637859177277e-08 -0.323149435901723 1.22124114936729e-06 1 RAD51|RAD51 6.07335535124993e-06 -0.361255306476266 7.77389484959991e-05 1 G6PD|G6PD 3.57822280877666e-05 -0.376423819234353 0.000286257824702133 1 YAP1|YAP_PS127 0.00130121156069587 -0.407547584724508 0.00515319562647536 1 CDKN1A|P21 0.0238110107225585 -0.428131476315225 0.0601541323517267 1 HSPA1A|HSP70 1.09111242218123e-05 -0.496394831882736 0.000104746792529398 1 GAPDH|GAPDH 1.64925508505597e-06 -0.510545636036041 2.87869978482497e-05 1 RICTOR|RICTOR 0.0273147367369448 -0.664012323664733 0.0681094734219922 1 FN1|FIBRONECTIN 2.40587228482497e-07 -0.738856960804677 5.77409348357993e-06 1 ANXA1|ANNEXIN-1 9.26025903092693e-06 -0.82224157430327 9.87760963298872e-05 1 CAV1|CAVEOLIN-1 0.000101657927554564 -0.941514040775844 0.000673045589326769 1 NDRG1|NDRG1_PT346 0.000131487620357153 -1.15026750283562 0.000765018882077981 1 SERPINE1|PAI-1 1.75941239021195e-09 -1.29166888916051 8.44517947301736e-08 1 TFRC|TFRC 0.00474418766005843 0.513583189153678 0.0227721007682805 2 CASP7|CASPASE-7_CLEAVEDD198 0.0343430076062833 0.467559344758266 0.0845366341077743 2 GAPDH|GAPDH 0.000314906437845847 0.400240160706309 0.00403080240442684 2 NRG1|HEREGULIN 0.00303257109751896 0.368160203069332 0.0171251073742247 2 FN1|FIBRONECTIN 0.0421047240651947 0.360993365482962 0.0986508402584581 2 MYH9|MYOSIN-IIA_PS1943 0.0138199425605842 0.356793903982287 0.0464469890483715 2 BAX|BAX 0.00209066070311297 0.325883407205634 0.0137927043902222 2 EIF4EBP1|4E-BP1 0.0119706111220927 0.280722099810897 0.0441991795277269 2 SRC|SRC 0.0159941208823567 0.280124904830466 0.0520486645663133 2 EIF4E|EIF4E 0.000223358379452917 0.272631912011977 0.00329883145038154 2 PCNA|PCNA 0.00161543812835879 0.260214793027497 0.0122697106791643 2 MYC|C-MYC 0.0399867257636615 0.259732497980263 0.0959681418327876 2 ITGA2|CD49B 0.00215511006097222 0.239332391498482 0.0137927043902222 2 PRDX1|PRDX1 0.00400254078812919 0.235695887530196 0.0207699413870488 2 PECAM1|CD31 0.00245596490735167 0.215832921765014 0.01473578944411 2 PARK7|DJ-1 0.0175612104317944 0.209833165472841 0.0535198794111829 2 RAD51|RAD51 0.0474979131525867 0.20863680996137 0.107289403827019 2 COL6A1|COLLAGEN_VI 0.0247924143362053 0.198386733337888 0.0680020507507345 2 STMN1|STATHMIN 0.0126693695463803 0.161231212972841 0.0458965840170758 2 SMAD4|SMAD4 0.00155823805747242 0.159237661194163 0.0122697106791643 2 RAB11A RAB11B|RAB11 0.0300383623442523 0.15562599627446 0.0758863890802163 2 CDH3|P-CADHERIN 0.00513617710822045 0.151905259545041 0.0240523415799592 2 CTNNB1|ALPHA-CATENIN 0.0171313792977156 0.149527313771086 0.0533998232708587 2 MRE11A|MRE11 0.00679244346799684 0.146781679617915 0.0296397533148953 2 NRAS|N-RAS 1.68002280244765e-05 0.145166092648279 0.000686725288188303 2 YWHAB|14-3-3_BETA 0.0134685832959287 0.141709183468792 0.0461779998717555 2 EIF4EBP1|4E-BP1_PT70 0.0473843839231843 0.14068031533249 0.107289403827019 2 ARHI|ARHI 0.00104610225619077 0.132337910922908 0.00956436348517275 2 CHEK2|CHK2_PT68 0.00204530501122722 0.131484579547065 0.0137927043902222 2 RAF1|C-RAF_PS338 0.0258391304570556 0.12506929384531 0.0698748316585165 2 FOXO3|FOXO3A 0.0060149749387819 0.12386106753222 0.0268575625173517 2 MET|C-MET_PY1235 0.00166152332113683 0.119783737778509 0.0122697106791643 2 YWHAE|14-3-3_EPSILON 0.0111186055969556 0.110283459150978 0.0426954454923095 2 BCL2L1|BCL-XL 0.00819719832983051 0.105674275768387 0.0345454043585313 2 MAP2K1|MEK1_PS217_S221 0.00427339605905858 0.105211898529521 0.0215918958773486 2 CDH2|N-CADHERIN 0.024716261656112 0.0955611713439609 0.0680020507507345 2 MAPK8|JNK_PT183_PY185 0.0114029201479214 0.0951117420220985 0.0429286405568806 2 PRKCD|PKC-DELTA_PS664 0.0363898454621476 -0.078160919150641 0.0884411434016752 2 IRS1|IRS1 0.0172436929312148 -0.0825646705676451 0.0533998232708587 2 AKT1S1|PRAS40_PT246 0.00567597133460169 -0.0912509014455128 0.0259472975296077 2 SHC1|SHC_PY317 0.0299876217552759 -0.115467913657389 0.0758863890802163 2 RPTOR|RAPTOR 0.0022493232024741 -0.116788174241059 0.0139312920927428 2 CHEK1|CHK1_PS345 0.0131216158616 -0.117406085050101 0.0461779998717555 2 TGM2|TRANSGLUTAMINASE 0.0328281444558518 -0.117461829400978 0.0818571913704357 2 NOTCH1|NOTCH1 0.0421321296937165 -0.136073648799764 0.0986508402584581 2 TTF1|TTF1 0.0230100214066959 -0.13869681922554 0.0659391658221733 2 TSC2|TUBERIN_PT1462 0.00458537934411068 -0.179831138272099 0.0225741752325449 2 RAF1|C-RAF 6.27096081195169e-06 -0.191085402357794 0.000401341491964908 2 DVL3|DVL3 0.0108012940280296 -0.193347026303812 0.042323437824116 2 BAD|BAD_PS112 0.00911418698515119 -0.20205260979774 0.0372324234287027 2 ERCC1|ERCC1 0.00256321415779504 -0.202385627138495 0.0149132460089893 2 FRAP1|MTOR_PS2448 0.0276202416148552 -0.245022323222841 0.0736539776396139 2 MAPK9|JNK2 0.00158695676831128 -0.26650893556697 0.0122697106791643 2 ERBB2|HER2_PY1248 0.00371414759435388 -0.278415361204622 0.0198087871698874 2 AKT1 AKT2 AKT3|AKT_PS473 0.0202675277861883 -0.283873733275472 0.0608025833585649 2 GSK3A GSK3B|GSK3_PS9 0.043131703897147 -0.28887889539558 0.0997745439548461 2 SQSTM1|P62-LCK-LIGAND 0.0163856606707165 -0.349314162571694 0.0524341141462928 2 PRKCA |PKC-ALPHA_PS657 0.0082765031275648 -0.408979578022436 0.0345454043585313 2 PRKAA1|AMPK_PT172 0.0287848134649088 -0.409185771977227 0.0757080025378423 2 GAB2|GAB2 0.0033880134593276 -0.413768779224865 0.0185856738340257 2 XRCC5|KU80 5.62259476045282e-05 -0.42927505071137 0.00154219742000992 2 TSC1|TSC1 0.0133539938680829 -0.44415093613782 0.0461779998717555 2 RPS6KB1|P70S6K 0.00200020293320192 -0.444809047232962 0.0137927043902222 2 RBM15|RBM15 0.0223421555146057 -0.455387630432018 0.0659391658221733 2 CAV1|CAVEOLIN-1 0.0246521872698269 -0.468780660693151 0.0680020507507345 2 XBP1|XBP1 9.61449063264309e-05 -0.524127635313259 0.00205109133496386 2 BAP1|BAP1-C-4 0.000222050674834681 -0.532391389248482 0.00329883145038154 2 TUBA1B|ACETYL-A-TUBULIN-LYS40 0.00165579623984454 -0.547965399946188 0.0122697106791643 2 FRAP1|MTOR 0.000425438421836348 -0.561181473527159 0.00453800983292105 2 BRAF|B-RAF 0.000568199128308278 -0.587345382898279 0.00574180171764155 2 VHL|VHL 0.0227019948496628 -0.62363763860948 0.0659391658221733 2 CDH1|E-CADHERIN 0.0298550435875564 -0.663068069125 0.0758863890802163 2 PKC|PKC-PAN_BETAII_PS660 0.000205754302564722 -0.697290539855094 0.00329883145038154 2 TP53BP1|53BP1 5.38722810212891e-05 -0.704932018444838 0.00154219742000992 2 TSC2|TUBERIN 0.00024433396492218 -0.710503428566295 0.00335086580464704 2 EEF2K|EEF2K 7.20731951525726e-05 -0.714347331679656 0.00172975668366174 2 CTNNB2|BETA-CATENIN 0.00980651220945985 -0.727921927432018 0.0392260488378394 2 ATM|ATM 0.00034294147316994 -0.741258202020412 0.00411529767803928 2 AKT1 AKT2 AKT3|AKT 0.000625562129928529 -0.832583258964406 0.00600539644731388 2 ERBB2|HER2 8.60667382433266e-07 -0.844187813313259 0.000165248137427187 2 PXN|PAXILLIN 0.000366530271638289 -0.905805362638495 0.00413963600909126 2 MYH11|MYH11 0.0140308612750289 -1.03155061565469 0.0464469890483715 2 STAT5A|STAT5-ALPHA 1.78834710465704e-05 -1.07562369617156 0.000686725288188303 2 EIF4G1|EIF4G 5.06883195500939e-06 -1.19786428928829 0.000401341491964908 2 RICTOR|RICTOR 0.000128185912744558 -1.24163733851636 0.00246116952469551 2 RICTOR|RICTOR 1.20397592682503e-07 1.85139813365319 2.56848197722673e-06 3 MYH11|MYH11 3.73112751054067e-10 1.46064147279653 1.79094120505952e-08 3 CAV1|CAVEOLIN-1 2.77313887673598e-05 0.966049305614306 0.000161346261919184 3 XBP1|XBP1 3.3064191195151e-08 0.829488927681528 1.05805411824483e-06 3 CDKN1A|P21 0.00411874090202358 0.595602923349861 0.00988497816485659 3 CCND1|CYCLIN_D1 2.23419037478581e-07 0.53150864387875 3.89967774508069e-06 3 PRKCA |PKC-ALPHA_PS657 4.01340621883655e-05 0.521774232597639 0.000226639410004888 3 YAP1|YAP_PS127 1.32937614516231e-06 0.519140786889861 1.41800122150646e-05 3 HSPA1A|HSP70 0.00151021415301793 0.487400459460972 0.00432777787133496 3 COL6A1|COLLAGEN_VI 0.00042458212430865 0.415187555732639 0.00166366873198491 3 ACVRL1|ACVRL1 1.27052646002668e-06 0.395891656592639 1.41800122150646e-05 3 BCL2|BCL-2 2.01100266964525e-06 0.358992542392639 1.83863101224709e-05 3 TGM2|TRANSGLUTAMINASE 1.03796929879013e-05 0.325031394322639 7.3811150136187e-05 3 RICTOR|RICTOR_PT1135 3.30892625188196e-06 0.31449383375875 2.76223408852755e-05 3 MAPK1 MAPK3|MAPK_PT202_Y204 0.028167688714481 0.311641458107083 0.0540819623318035 3 KIT|C-KIT 2.96352819922293e-07 0.306761376435972 4.74164511875669e-06 3 BECN1|BECLIN 0.000273090649182744 0.303768245543194 0.0011398566226758 3 RAD50|RAD50 0.00168721377843074 0.289873670859861 0.00447172000858986 3 PEA15|PEA15 3.18357295433694e-06 0.288488674770972 2.76223408852755e-05 3 RAD51|RAD51 0.0361527842481224 0.28774898151875 0.0667436016888414 3 PIK3R1|PI3K-P85 1.145816935291e-06 0.265523868747083 1.41800122150646e-05 3 PRKCA |PKC-ALPHA 0.00153949435764409 0.257258676070417 0.00434123767705714 3 TSC2|TUBERIN_PT1462 0.000967310960413501 0.254940918646528 0.00325831060349811 3 LCK|LCK 0.00388001769519764 0.239014398404861 0.00942991642377148 3 PKC|PKC-PAN_BETAII_PS660 0.0213343775710289 0.222036884934861 0.0417979642207913 3 BID|BID 0.000668232590541052 0.220666147809861 0.00246732033430542 3 AKT1 AKT2 AKT3|AKT_PT308 0.00788946267322209 0.218499067869306 0.0174112279684901 3 STK11|LKB1 0.00101580442145884 0.215886276359861 0.00331686317712081 3 MYC|C-MYC 0.0436411800942826 0.214376798549861 0.0768725374137822 3 MRE11A|MRE11 0.00121508004846135 0.211606073697639 0.00376282853717063 3 FOXO3|FOXO3A_PS318_S321 4.81289377199826e-05 0.206613289645972 0.000256687667839907 3 STMN1|STATHMIN 0.00170018521159927 0.206166574932639 0.00447172000858986 3 PEA15|PEA15_PS116 0.0324601888519075 0.205908136093194 0.0611015319565318 3 MAP2K1|MEK1_PS217_S221 1.93316133861043e-05 0.20440279622375 0.000125617810702172 3 PREX1|PREX1 0.01073820762347 0.197478818020972 0.0231655715023173 3 RPTOR|RAPTOR 4.13475455322006e-07 0.194605937760972 6.10671441706347e-06 3 TSC1|TSC1 0.0136555411450855 0.192386307754306 0.0285845025539447 3 ETS1|ETS-1 0.00194803405873029 0.191984063675417 0.00505435863886778 3 CDC2|CDK1 0.00673799600898013 0.177688679822083 0.0152199439261669 3 CDH2|N-CADHERIN 0.00118634449293989 0.177653685549861 0.00373406791220424 3 MS4A1|CD20 0.000950962718982133 0.175312005266528 0.00325831060349811 3 WWTR1|TAZ 0.000181049327787141 0.173799234583194 0.000790033430343888 3 PGR|PR 0.00337897606536579 0.15509458090875 0.00842549876039262 3 RAF1|C-RAF_PS338 0.0165264674723537 0.145791649468194 0.0330529349447074 3 BRCA2|BRCA2 0.0136967408070985 0.144883370764861 0.0285845025539447 3 PARK7|DJ-1 0.00367822961709614 0.137603797566528 0.00905410367285204 3 MAPK9|JNK2 0.0139806198609455 0.137245523778194 0.0288632151967907 3 ESR1|ER-ALPHA 0.033106343086984 0.136866643962639 0.0617127948805915 3 MAPK1|ERK2 0.0231338351943709 0.100710630789861 0.0448656197709011 3 INPP4B|INPP4B 0.0378449376377297 0.100004542306528 0.06920217168042 3 PRKAA1|AMPK_ALPHA 0.049725781888919 0.0992156196048611 0.0840907521800515 3 RPS6KB1|P70S6K_PT389 0.0499926787753688 0.0937490223809723 0.0840907521800515 3 SMAD3|SMAD3 0.0207158351655272 0.0916713962248611 0.0410045397090848 3 PRKCD|PKC-DELTA_PS664 0.00920216805622592 0.08967050193875 0.0200774575772202 3 ARAF|A-RAF_PS299 0.00662814514816917 0.0858851114309722 0.0151500460529581 3 RAF1|C-RAF 0.0382481010612668 0.0645455461509722 0.0692795792807851 3 AR|AR 0.0497138474157878 -0.0606887179956944 0.0840907521800515 3 SMAD4|SMAD4 0.00745456565479616 -0.100317535184028 0.0166427512293124 3 SHC1|SHC_PY317 0.0317811809319238 -0.116079866033472 0.0604157102864294 3 CCNE2|CYCLIN_E2 2.44930487532295e-05 -0.119145801334028 0.000149399171189117 3 GATA3|GATA3 0.0401821180565924 -0.120830979144028 0.0721024922136985 3 ESR1|ER-ALPHA_PS118 5.57403606574439e-08 -0.130413869436806 1.52887846374703e-06 3 ADAR|ADAR1 5.54121402270298e-05 -0.146756870971806 0.000287544079015938 3 SMAD1|SMAD1 0.00101924441380275 -0.160218790805139 0.00331686317712081 3 CHEK1|CHK1_PS345 0.00046961372946063 -0.16189787528125 0.00180331672112882 3 NRG1|HEREGULIN 0.0487770054048602 -0.172662290842361 0.0840907521800515 3 CTNNB1|ALPHA-CATENIN 0.00022266691361817 -0.173571658314028 0.000950045498104192 3 ITGA2|CD49B 0.00578822144191986 -0.200316646520694 0.013389620684923 3 RPS6KA1|P90RSK 0.00161878230630139 -0.202051767939028 0.00437755215225165 3 JUN|C-JUN_PS73 1.25873695144371e-06 -0.213397724045694 1.41800122150646e-05 3 FOXM1|FOXM1 0.00156013229019241 -0.244247882622361 0.00434123767705714 3 XRCC1|XRCC1 8.64720385767029e-05 -0.259355281438472 0.000425708497608384 3 TP53|P53 0.00160960255323157 -0.273765222382917 0.00437755215225165 3 ERCC1|ERCC1 9.49827106310195e-06 -0.283094801495139 7.15897317558334e-05 3 XRCC5|KU80 0.0112591008331121 -0.289964649126806 0.0240194151106391 3 MSH2|MSH2 1.53570141957142e-07 -0.29473474453125 2.94854672557713e-06 3 EEF2|EEF2 1.96277829222143e-05 -0.308357174628472 0.000125617810702172 3 SRC|SRC 0.000538915492758134 -0.308824349799583 0.00202885832567768 3 EGFR|EGFR 0.00146002663978619 -0.309588100732917 0.00431269407444536 3 DVL3|DVL3 0.000113555939568283 -0.31071835113625 0.000531774156027081 3 SYK|SYK 0.0157763390286236 -0.315170674062917 0.0318848115104814 3 PCNA|PCNA 4.70230279930263e-09 -0.343109081603472 1.80568427493221e-07 3 ACACA ACACB|ACC_PS79 0.000374284785613334 -0.37370442327625 0.00150510943174036 3 CCNE1|CYCLIN_E1 1.66961024629249e-06 -0.378022219827361 1.68718509099031e-05 3 TP53BP1|53BP1 0.00509551023347972 -0.393907641090694 0.0119309507905867 3 SQSTM1|P62-LCK-LIGAND 0.00086429883726289 -0.398508046469028 0.00307306253249028 3 ASNS|ASNS 0.00107381388907895 -0.402380758986806 0.00343620444505264 3 EGFR|EGFR_PY1068 0.000121477741635515 -0.404453964034028 0.000555326818905211 3 RPS6KB1|P70S6K 0.00125068576373401 -0.419999300722361 0.00381161375614174 3 EEF2K|EEF2K 0.000758621885640258 -0.420349063883472 0.00274821513288546 3 CHEK2|CHK2 2.48998618648528e-05 -0.447210263425694 0.000149399171189117 3 RPS6|S6_PS235_S236 0.0049889263186821 -0.455627118016806 0.011825603125765 3 RPS6|S6_PS240_S244 0.000886577901307705 -0.461081783236806 0.00309496285547417 3 RB1|RB_PS807_S811 0.000151842838630398 -0.471187602864028 0.000677995930628754 3 IGFBP2|IGFBP2 0.00150741659593057 -0.499093237627361 0.00432777787133496 3 BAP1|BAP1-C-4 9.69444284193577e-06 -0.507170083201806 7.15897317558334e-05 3 MSH6|MSH6 6.79163546078968e-07 -0.540665369459028 9.31424291765442e-06 3 ACACA|ACC1 7.48165325955977e-05 -0.54563042254625 0.000378020375219862 3 EIF4G1|EIF4G 0.00283848023360972 -0.579574099780694 0.00717089743227719 3 VHL|VHL 0.0146919310759035 -0.580290318060139 0.0300090507082284 3 EIF4EBP1|4E-BP1 1.15508744091965e-10 -0.592113412794028 1.10888394328286e-08 3 CHEK1|CHK1 2.20726521488764e-10 -0.608401835002917 1.41264973752809e-08 3 NDRG1|NDRG1_PT346 0.0416182074644771 -0.62402344117625 0.0739879243812926 3 PTEN|PTEN 4.23072301333157e-05 -0.64123292895625 0.000232085376731332 3 MYH9|MYOSIN-IIA_PS1943 0.000109182738249246 -0.674879261803472 0.000524077143596381 3 CLDN7|CLAUDIN-7 0.00133787488901574 -0.70560072685625 0.00401362466704722 3 CTNNB2|BETA-CATENIN 0.00198521760705118 -0.711080745062361 0.00508215707405102 3 FASN|FASN 9.43943083742572e-08 -0.73574097991625 2.26546340098217e-06 3 RPS6|S6 1.3268522140664e-05 -0.881967024465694 9.0984151821696e-05 3 RBM15|RBM15 5.50797924659785e-06 -1.03449434641958 4.40638339727828e-05 3 TFRC|TFRC 1.92277049375489e-06 -1.05117662765569 1.83863101224709e-05 3 CCNB1|CYCLIN_B1 1.29244679506352e-12 -1.08662106172403 2.48149784652196e-10 3 CDH1|E-CADHERIN 0.000376277357935091 -1.32241449603569 0.00150510943174036 3 EIF4G1|EIF4G 3.20898094454437e-13 0.994686664530426 6.16124341352519e-11 4 PXN|PAXILLIN 9.91982633226288e-10 0.843736453930527 6.33213379801402e-08 4 VHL|VHL 0.0010719076869754 0.836844762033469 0.00354838406722891 4 NDRG1|NDRG1_PT346 0.0123811889612034 0.835235563080122 0.0267099806803489 4 SERPINE1|PAI-1 0.00371764108757195 0.717790056146045 0.0104968689531443 4 TFRC|TFRC 0.000261354417258882 0.685612676535497 0.00125450120284263 4 EGFR|EGFR 3.32098305320793e-05 0.676701991857505 0.000289831248279965 4 TUBA1B|ACETYL-A-TUBULIN-LYS40 2.9949207305767e-06 0.663846373199797 3.19458211261515e-05 4 EEF2K|EEF2K 1.58817250185951e-06 0.622765328191176 2.17806514540733e-05 4 TP53BP1|53BP1 1.31919454125292e-09 0.612777776238844 6.33213379801402e-08 4 CCNB1|CYCLIN_B1 2.44527460606858e-05 0.594406527048682 0.000223567963983413 4 CTNNB2|BETA-CATENIN 0.000152807092302325 0.589595359851927 0.000905244847489443 4 RBM15|RBM15 4.53838538966868e-05 0.554165651303753 0.000378856519485385 4 DVL3|DVL3 3.11832586301536e-11 0.52325513333215 2.99359282849475e-09 4 TSC2|TUBERIN 8.91118753716087e-07 0.478653067362069 1.31611385164222e-05 4 RPS6KB1|P70S6K 5.90809666147798e-09 0.478509458960446 1.89059093167295e-07 4 BAP1|BAP1-C-4 2.63591075177388e-08 0.478478908568458 7.22992663343693e-07 4 BRAF|B-RAF 1.47628514681911e-07 0.427561814852941 2.86889029440854e-06 4 RPS6|S6 0.000664645271771052 0.422829428184077 0.00244303376379127 4 MSH6|MSH6 7.0571185711638e-07 0.418286602476166 1.23178796878495e-05 4 AKT1 AKT2 AKT3|AKT 7.82026385351696e-05 0.403289932102941 0.000517755399956985 4 FN1|FIBRONECTIN 0.0168144280029107 0.387457443951318 0.0347136578124608 4 PTEN|PTEN 0.000368238641200217 0.365005027318965 0.00164422835140562 4 XRCC5|KU80 2.97242442034933e-06 0.344972102243915 3.19458211261515e-05 4 FASN|FASN 0.0030843249437486 0.29535491646146 0.00883866252536912 4 CHEK1|CHK1 0.000436009575546084 0.28946895316785 0.00186030752232996 4 EIF4EBP1|4E-BP1 0.000392510619578302 0.286268063001521 0.00171277361270532 4 CHEK2|CHK2 0.00396927190610884 0.264155842707404 0.0107338057179281 4 ERCC1|ERCC1 8.68433093354996e-07 0.259420582022819 1.31611385164222e-05 4 FRAP1|MTOR 0.000776696366710181 0.25753925698073 0.00267522656722858 4 CCNE1|CYCLIN_E1 0.00893533104232114 0.256644857241379 0.0208662384772616 4 FOXM1|FOXM1 0.00141717009978048 0.247684014397566 0.00446060096980086 4 GAPDH|GAPDH 0.0151722156689807 0.236322352919371 0.0320117077851021 4 EEF2|EEF2 0.000541732791724861 0.209150896056288 0.00212270808186068 4 PIK3CA |PI3K-P110-ALPHA 7.5024504386052e-05 0.194417094386917 0.000514453744361499 4 NF2|NF2 0.00811365574108515 0.173666610004564 0.0194727737786044 4 BAD|BAD_PS112 0.0315952962437179 0.155518571576065 0.060327989398498 4 BCL2L11|BIM 0.044059570340902 0.152011752345335 0.0829356618181685 4 CHEK1|CHK1_PS345 0.0109605440201637 0.14766745073783 0.0241887868031199 4 SMAD1|SMAD1 0.00280580707414076 0.147263662839249 0.00816234785204585 4 BAK1|BAK 0.000104512200271529 0.1465778600786 0.000647301369423663 4 IRS1|IRS1 0.000584481949393396 0.146224437565923 0.00224441068567064 4 MSH2|MSH2 0.0137303563170677 0.135389599026876 0.0292914268097444 4 ADAR|ADAR1 0.000155588958162248 0.128369542389959 0.000905244847489443 4 RAF1|C-RAF 0.00115741683554148 0.100560258125761 0.00370373387373274 4 GSK3A GSK3B|GSK3-ALPHA-BETA 0.0464166939067091 0.0863318947768763 0.086524322622215 4 CCNE2|CYCLIN_E2 0.0197891630103156 0.0825177275 0.0395783260206312 4 AR|AR 0.010644369713126 0.0617516480253549 0.023764174243258 4 ESR1|ER-ALPHA_PS118 0.0175811464133675 0.0571040346566937 0.0355324222249112 4 ARAF|A-RAF_PS299 0.00390931215011975 -0.0629086167028398 0.0107226847546142 4 CHEK2|CHK2_PT68 0.0201735390049432 -0.0655744496318459 0.0399311287520525 4 MS4A1|CD20 0.0163433729923376 -0.067053609035497 0.0341079088535741 4 PRKCD|PKC-DELTA_PS664 0.001702556691893 -0.0845752553189656 0.00518874420386438 4 PGR|PR 0.0105998810463548 -0.0846382317535497 0.023764174243258 4 MET|C-MET_PY1235 0.000234234720407645 -0.0850838251602434 0.00115315554662225 4 MAPK8|JNK_PT183_PY185 0.000674379111879881 -0.0850908948478702 0.00244303376379127 4 RAF1|C-RAF_PS338 0.00377716187492998 -0.102014651310345 0.010510363478066 4 ETS1|ETS-1 0.00487521182370508 -0.103154400466531 0.0126491982452889 4 MAPK14|P38 0.0317350360898349 -0.11377506751217 0.060327989398498 4 CDH2|N-CADHERIN 0.00419881455323666 -0.113871607300203 0.0111968388086311 4 STK11|LKB1 0.000753957452992428 -0.114267996460953 0.00267522656722858 4 TSC2|TUBERIN_PT1462 0.0173417239509544 -0.114519666225659 0.0354213936019494 4 FOXO3|FOXO3A_PS318_S321 0.00051428035678621 -0.116726646904665 0.00205712142714484 4 EIF4E|EIF4E 0.0228402078122316 -0.120901152194726 0.044433165049766 4 RPS6KB1|P70S6K_PT389 0.000202383058947057 -0.123381999911258 0.00105020398156311 4 SMAD3|SMAD3 4.89990747758826e-05 -0.123786337217039 0.000387587624261154 4 MAP2K1|MEK1_PS217_S221 1.28422564167621e-05 -0.126942869456389 0.000129774380632543 4 PIK3R1|PI3K-P85 0.00623169461107584 -0.128502513918864 0.0156388002656413 4 RAD50|RAD50 0.0229108507287856 -0.129367135725659 0.044433165049766 4 RPS6KA1|P90RSK_PT359_S363 0.00842162164290844 -0.130907895779412 0.01996236241282 4 MRE11A|MRE11 0.000104033670471609 -0.133070447438641 0.000647301369423663 4 ACVRL1|ACVRL1 0.00532872343296212 -0.134445051478195 0.013641531988383 4 STMN1|STATHMIN 0.000500589589747916 -0.1388698819214 0.00204496172833191 4 BID|BID 0.000172964343870428 -0.146996414912779 0.000953242014022816 4 RICTOR|RICTOR_PT1135 0.000230741492756481 -0.14761920183925 0.00115315554662225 4 BCL2L1|BCL-XL 2.0067814171235e-06 -0.153271063448783 2.56868021391808e-05 4 PECAM1|CD31 0.000316854028368363 -0.158608463721095 0.00148380423040794 4 YWHAB|14-3-3_BETA 3.7855245902085e-08 -0.197794119540568 9.0852590165004e-07 4 PREX1|PREX1 0.00115194728642529 -0.200921642397059 0.00370373387373274 4 PEA15|PEA15_PS116 0.0097522255035104 -0.201975697047667 0.0222908011508809 4 PARK7|DJ-1 2.51948298461746e-06 -0.211549077171907 3.02337958154095e-05 4 MYC|C-MYC 0.000327381091532945 -0.228194563787525 0.00149659927557918 4 STAT3|STAT3_PY705 0.00645176970794885 -0.231208741877789 0.0158812792811049 4 BCL2|BCL-2 0.00206707632376708 -0.235850771881339 0.00620122897130124 4 CDKN1B|P27 0.000780274415441668 -0.236581738944726 0.00267522656722858 4 MAPK1 MAPK3|MAPK_PT202_Y204 0.00215115205838991 -0.24340916864503 0.00635417223401327 4 PRKCA |PKC-ALPHA_PS657 0.0116376896329815 -0.247497527671907 0.025391322835596 4 BECN1|BECLIN 0.000177341555300684 -0.255646671516227 0.000953242014022816 4 RAB11A RAB11B|RAB11 4.32197369379888e-09 -0.26199731980426 1.65963789841877e-07 4 CCND1|CYCLIN_D1 0.000487391295763632 -0.276338346782961 0.00203432888666559 4 COL6A1|COLLAGEN_VI 6.47671136014433e-05 -0.283547450860548 0.000478280223518351 4 RAB25|RAB25 0.00902030100839956 -0.292701580458925 0.0208662384772616 4 ERBB3|HER3 0.00104529906179698 -0.29343939763286 0.00352100736605299 4 SRC|SRC 6.9349632065907e-05 -0.309426922840264 0.000493152939135339 4 LCK|LCK 1.80948052021792e-05 -0.316958486132353 0.00017371012994092 4 ERBB2|HER2_PY1248 0.00165474024748178 -0.322420008568966 0.00512435689542745 4 MAPK14|P38_PT180_Y182 0.00754818087914434 -0.369224937183063 0.018344945934123 4 ERBB2|HER2 0.0062718105231999 -0.374843161644523 0.0156388002656413 4 XBP1|XBP1 0.000653272231729327 -0.38624253576217 0.00244303376379127 4 CLDN7|CLAUDIN-7 0.0042877430008112 -0.513596101384888 0.0112773514541884 4 SRC|SRC_PY527 0.000178732877629278 -0.689779095744422 0.000953242014022816 4 C12ORF5|TIGAR 1.49421369500445e-07 -0.702833884768763 2.86889029440854e-06 4 CDKN1A|P21 5.04671385756711e-05 -0.717011275292089 0.000387587624261154 4 NDRG1|NDRG1_PT346 0.0101816781518775 1.42697009656731 0.112599809049615 5 ANXA1|ANNEXIN-1 0.000436654407368369 1.27194215603617 0.0279458820715756 5 CDH1|E-CADHERIN 0.0204041892247424 1.07577752974313 0.128025932644624 5 RPS6|S6_PS235_S236 0.00275804226155995 0.93639968869185 0.0818272784026975 5 PDCD4|PDCD4 0.000328971185412756 0.904784415224817 0.0279458820715756 5 RB1|RB_PS807_S811 0.0187107657277606 0.762376367255952 0.128025932644624 5 RPS6|S6_PS240_S244 0.00498778333631436 0.682030382523352 0.0957654400572357 5 CTNNB2|BETA-CATENIN 0.00924202048454648 0.600331156640568 0.112599809049615 5 MAPK14|P38_PT180_Y182 0.0251266359929583 0.58640582226511 0.128025932644624 5 SRC|SRC_PY527 0.0279653707684318 0.58113305219185 0.12822731210219 5 GSK3A GSK3B|GSK3_PS9 0.00679564317737397 0.576031028182692 0.108730290837984 5 EGFR|EGFR_PY1068 0.0322337744079719 0.575201535226648 0.140656470143877 5 ACACA ACACB|ACC_PS79 0.0215829138347627 0.483835078743132 0.128025932644624 5 EIF4EBP1|4E-BP1_PT37_T46 0.000618819909916011 0.471737408992216 0.0297033556759685 5 AKT1 AKT2 AKT3|AKT_PS473 0.0477671623449377 0.434106469525183 0.187169289188327 5 PKC|PKC-PAN_BETAII_PS660 0.0105562320984014 0.405087358395147 0.112599809049615 5 GSK3A GSK3B|GSK3-ALPHA-BETA_PS21_S9 0.0221870940839129 0.342575998182692 0.128025932644624 5 SYK|SYK 0.027939323351119 0.336032391651557 0.12822731210219 5 SHC1|SHC_PY317 0.0275597357324849 0.330403385516026 0.12822731210219 5 RPS6KA1|P90RSK_PT359_S363 0.0280497245223541 0.30358257652152 0.12822731210219 5 RPS6KB1|P70S6K 0.0196276563062099 0.297558297400641 0.128025932644624 5 JUN|C-JUN_PS73 0.00444009946297216 0.249390572900641 0.0947221218767394 5 TSC2|TUBERIN 0.0294421839100495 0.229375958825549 0.131462774668128 5 RPS6KA1|P90RSK 0.0249500324404881 0.213930540688187 0.128025932644624 5 BAD|BAD_PS112 0.0463212496960038 0.204346231554487 0.185284998784015 5 PDK1|PDK1_PS241 0.0220733442231202 0.167628542516026 0.128025932644624 5 FRAP1|MTOR_PS2448 0.0462908764497526 0.144394773237637 0.185284998784015 5 CHEK2|CHK2_PT68 0.0151912259786379 -0.0896673682275641 0.128025932644624 5 CCNE2|CYCLIN_E2 0.0102275030965814 -0.101242679236722 0.112599809049615 5 ADAR|ADAR1 0.00950942787320144 -0.104160367516941 0.112599809049615 5 MRE11A|MRE11 0.020821841994312 -0.120401068571886 0.128025932644624 5 NRAS|N-RAS 0.0176843618399724 -0.124139887886905 0.128025932644624 5 SMAD3|SMAD3 0.0253384658359152 -0.13147933994185 0.128025932644624 5 PIK3CA |PI3K-P110-ALPHA 0.0248438296516384 -0.139181276533425 0.128025932644624 5 PARK7|DJ-1 0.022783775960295 -0.140406436189103 0.128025932644624 5 IRS1|IRS1 0.0448740161864641 -0.141152360176282 0.185284998784015 5 STMN1|STATHMIN 0.0136811552440261 -0.144832119555403 0.128025932644624 5 WWTR1|TAZ 0.0163750546205947 -0.149314600634157 0.128025932644624 5 CDKN1B|P27_PT157 0.00554548914303118 -0.150378640436355 0.096793992314726 5 BAK1|BAK 0.00323091671727137 -0.170617956879579 0.0818272784026975 5 CDH2|N-CADHERIN 0.0150956760429116 -0.175867114716575 0.128025932644624 5 PEA15|PEA15 0.018742200112335 -0.176185681026099 0.128025932644624 5 ERRFI1|MIG-6 0.00935047066168239 -0.189917878165293 0.112599809049615 5 YWHAZ|14-3-3_ZETA 0.0384765684532343 -0.194648535604853 0.164166692067133 5 TTF1|TTF1 0.0032789273157587 -0.198220392255037 0.0818272784026975 5 CCND1|CYCLIN_D1 0.00340946993344573 -0.210416177449176 0.0818272784026975 5 FOXM1|FOXM1 0.0115791581615034 -0.240032102963828 0.117010440368876 5 GAPDH|GAPDH 0.015780045800985 -0.24899947390522 0.128025932644624 5 FN1|FIBRONECTIN 0.000391568721727464 -0.593896678714744 0.0279458820715756 5