Hybridization REF p difference q subclass Composite Element REF p difference q subclass MYH11|MYH11 1.61912032885047e-24 2.86873179875105 3.30300547085496e-22 1 CAV1|CAVEOLIN-1 5.60983805069068e-21 1.58902150953704 5.72203481170449e-19 1 FN1|FIBRONECTIN 8.71042557031214e-12 1.00020141833761 1.61538801485789e-10 1 MAPK1 MAPK3|MAPK_PT202_Y204 4.45474149841007e-09 0.750768229379762 6.0584484378377e-08 1 COL6A1|COLLAGEN_VI 2.5217524412161e-14 0.55506697544867 1.02887499601617e-12 1 SERPINE1|PAI-1 6.38429884765572e-05 0.445376375078781 0.000245735276400333 1 NDRG1|NDRG1_PT346 5.69751335915509e-05 0.400363811479202 0.000223517831782238 1 ANXA1|ANNEXIN-1 6.65975453991211e-06 0.385885592562955 3.99585272394727e-05 1 MAPK14|P38_PT180_Y182 2.36477748022739e-08 0.366714686088165 2.53902424192836e-07 1 AKT1 AKT2 AKT3|AKT_PS473 8.22923988045868e-06 0.356072996051191 4.7964712446102e-05 1 YAP1|YAP_PS127 2.37641830291749e-05 0.354298441813936 0.000107730963065593 1 KDR|VEGFR2 4.6409130777808e-07 0.339489133768698 3.38123667095458e-06 1 SRC|SRC_PY527 4.64346154369986e-06 0.327859985733543 2.87050349974173e-05 1 RPS6|S6_PS235_S236 0.000594323838791042 0.315718173266597 0.00173202947304818 1 MAPK8|JNK_PT183_PY185 2.05703318311328e-09 0.28972455492472 2.99739120967935e-08 1 RICTOR|RICTOR 0.00567193922922071 0.271284774087185 0.013000849469225 1 PTEN|PTEN 2.0249800827874e-06 0.249529229384524 1.33256753835042e-05 1 HSPA1A|HSP70 0.0173150021574603 0.233292302218978 0.0336405756202086 1 ERBB3|HER3 2.75793682001125e-05 0.225198637109314 0.00011970619388985 1 KIT|C-KIT 0.000739937689057543 0.191842664469678 0.00206777107627039 1 FOXO3|FOXO3A_PS318_S321 5.40747658380459e-09 0.19114329497486 6.89453264435085e-08 1 BCL2|BCL-2 0.00877475347737625 0.18738736062556 0.0190430820147314 1 CDKN1B|P27 0.000830860163720887 0.185760085689846 0.00229047937025758 1 RAB11A RAB11B|RAB11 3.36881333907414e-05 0.171641419526681 0.000136527125813145 1 YBX1|YB-1_PS102 0.000126113726414866 0.16946632974923 0.000451354389274257 1 CDKN1A|P21 9.65108554866726e-05 0.164862042490406 0.000351575259272879 1 PRKCA |PKC-ALPHA_PS657 0.0212943602495557 0.163447037207073 0.040222680471383 1 AXL|AXL 1.16787288184313e-05 0.161920610894246 6.10887353579483e-05 1 GSK3A GSK3B|GSK3_PS9 0.0227085630131427 0.156090083260294 0.0417642735887804 1 TGM2|TRANSGLUTAMINASE 0.0107943788407838 0.155233514090966 0.0224699314644887 1 SRC|SRC 1.52803772727655e-05 0.148948940517717 7.43655248623385e-05 1 INPP4B|INPP4B 0.00241677423559016 0.141585745043908 0.00601246273244381 1 WWTR1|TAZ 3.41317814532862e-05 0.133070780533683 0.000136527125813145 1 CCND1|CYCLIN_D1 0.000680364658167188 0.132821399931863 0.00192769986480703 1 RPS6|S6_PS240_S244 0.0428727604258557 0.13211062200063 0.0716888780891358 1 MS4A1|CD20 4.4557636771232e-08 0.130561250926401 4.54487895066566e-07 1 AKT1 AKT2 AKT3|AKT_PT308 0.025075765041426 0.12547184740035 0.0448724216530781 1 TSC2|TUBERIN_PT1462 0.0049563524626215 0.118825959892647 0.0114897261633498 1 ANXA7|ANNEXIN_VII 0.000664967991340986 0.116967045596849 0.00191061225681072 1 PEA15|PEA15 0.0123623972480708 0.115429131985084 0.0254740306929944 1 XBP1|XBP1 0.00846857911671859 0.113666791746989 0.0187781536935934 1 ETS1|ETS-1 2.18118129336585e-05 0.112093040279062 0.000103479298568985 1 LCK|LCK 0.0264051915813645 0.109520277684104 0.0465912820189412 1 DIRAS3|ARHI 0.000244610701112638 0.101071168990406 0.000756069439802699 1 BAX|BAX 0.0187828707819337 0.0967053254076331 0.0358103330795745 1 MAPK14|P38_MAPK 0.00150593848552355 0.0942571143245799 0.00398975910450395 1 PIK3R1 PIK3R2|PI3K-P85 0.0283658766921881 0.094148583897549 0.0486272171866082 1 ERBB3|HER3_PY1289 0.0106556012370576 0.0878581958199581 0.0224097180655644 1 EGFR|EGFR 0.00291966714140935 0.0877157669163166 0.00709062020056556 1 IRS1|IRS1 0.00212234978371658 0.0837413707982493 0.00548049817567319 1 G6PD|G6PD 0.0183842358550914 0.0790226828735995 0.0353809822116853 1 ACVRL1|ACVRL1 0.00862094489391061 0.0789857653891457 0.0189104597672878 1 ITGA2|CD49B 0.00223579726820622 0.0781913857989496 0.00563089682363048 1 RB1|RB 0.0144812113146342 0.0753816336808824 0.0295015630748574 1 MAPK9|JNK2 0.0289366227159467 0.0750441214710784 0.0491922586171094 1 BAK1|BAK 0.0015443516132027 0.0705945839831233 0.00403907344991475 1 ERRFI1|MIG-6 0.0171485107195861 0.0610574841703782 0.0336374633345727 1 SMAD3|SMAD3 0.0273020295967733 0.0588561894637955 0.04727828067808 1 YWHAE|14-3-3_EPSILON 0.0220834041836288 0.0555499701929272 0.0413304078299108 1 RAD51|RAD51 0.0151480371450921 -0.0553782140408263 0.0300489971600741 1 EEF2|EEF2 0.0151717975857237 -0.064812953295028 0.0300489971600741 1 CHEK1|CHK1_PS345 0.00315715810899646 -0.0680954076538515 0.00748907272366602 1 EIF4EBP1|4E-BP1_PT70 0.00891641433049351 -0.0706800189060924 0.0191468265623229 1 SRSF1|SF2 0.000243726845073735 -0.0717201914111344 0.000756069439802699 1 MET|C-MET_PY1235 0.00461865948624074 -0.0751477618934874 0.0108299601746335 1 ESR1|ER-ALPHA_PS118 0.0229030026924468 -0.0751830846609944 0.0417642735887804 1 PRKCD|PKC-DELTA_PS664 6.96254570096412e-05 -0.0833469760290616 0.000263029504258645 1 PIK3CA |PI3K-P110-ALPHA 0.00303861724747836 -0.0917448128009104 0.00729268139394806 1 RAD50|RAD50 0.0146061660321598 -0.0947732965720588 0.0295015630748574 1 EIF4EBP1|4E-BP1 0.0264930819323391 -0.0976216821990896 0.0465912820189412 1 RPTOR|RAPTOR 0.0229294051075657 -0.0994211413881653 0.0417642735887804 1 SRC|SRC_PY416 0.0246229952013386 -0.105692530230602 0.0444521329298502 1 CDKN1B|P27_PT157 0.000160561634515569 -0.106604539460574 0.000545909557352935 1 XRCC1|XRCC1 2.24710973623037e-05 -0.11350474702458 0.000104184178679772 1 BIRC2 |CIAP 0.000159352980663822 -0.12168929172472 0.000545909557352935 1 RPS6KA1|P90RSK 0.000264400370435797 -0.126120489356653 0.000805039933864218 1 GATA6|GATA6 0.00936658207947509 -0.139932834356208 0.0199039869188846 1 PRKAA1|AMPK_PT172 0.0273472407843796 -0.140829026003992 0.04727828067808 1 PECAM1|CD31 0.00841577046261881 -0.154761123697129 0.0187781536935934 1 SMAD1|SMAD1 1.08239091701398e-05 -0.156520007069818 5.93240070548126e-05 1 PCNA|PCNA 0.000175091738850307 -0.156926905102031 0.000576108302023591 1 CDK1|CDK1_PY15 1.10505503337396e-05 -0.158000820002096 5.93240070548126e-05 1 MAPK1|ERK2 0.0330929562423482 -0.168771397011555 0.0557930832515623 1 RAF1|C-RAF 2.82992504604627e-05 -0.170116937725 0.000120271814456966 1 DIABLO|SMAC 0.00020764729322318 -0.170903718482563 0.000672381711389345 1 CDK1|CDK1 3.99963311765863e-06 -0.179176052184664 2.54976611250738e-05 1 PARP1|PARP_CLEAVED 0.00268027899570645 -0.193637212581303 0.00658767367619417 1 RB1|RB_PS807_S811 0.00744042947824765 -0.194246793395868 0.016864973484028 1 RPS6|S6 8.15716804020253e-05 -0.199379085553151 0.000302556778218421 1 EEF2K|EEF2K 0.00105772561134208 -0.200487009754412 0.00287701366285046 1 GSK3A GSK3B|GSK3-ALPHA-BETA 1.28397711887605e-05 -0.206604820514356 6.54828330626786e-05 1 ARID1A|ARID1A 1.60905476923681e-08 -0.209004396639268 1.82359540513505e-07 1 BCL2L11|BIM 0.000421860882087282 -0.210902379627101 0.00126558264626185 1 BAP1|BAP1-C-4 1.33461583062225e-08 -0.231157380135084 1.6015389967467e-07 1 XRCC5|KU80 1.13261948490554e-06 -0.244193399329762 7.70181249735767e-06 1 SLC1A5|SLC1A5 3.09269506512404e-05 -0.260135893829031 0.00012875710067047 1 CHEK2|CHK2_PT68 8.87258904387859e-08 -0.264681455785644 7.86960071717927e-07 1 GAB2|GAB2 0.00115974899540023 -0.278814414083543 0.00311301046133746 1 SQSTM1|P62-LCK-LIGAND 0.00223181066468689 -0.298997272451751 0.00563089682363048 1 ASNS|ASNS 1.53105492363638e-05 -0.302715882265896 7.43655248623385e-05 1 TP53|P53 0.000229340383566456 -0.304795056527801 0.000731022472618078 1 BRAF|B-RAF 7.11119503242196e-08 -0.326945412882283 6.59401721188218e-07 1 TP53BP1|53BP1 2.23782367676741e-07 -0.332644623379342 1.75583088484828e-06 1 CCNE1|CYCLIN_E1 0.000150635983739233 -0.348050655531302 0.00052982311522075 1 MTOR|MTOR 3.11527336360141e-10 -0.385115249987885 4.88858281672837e-09 1 GAPDH|GAPDH 2.50071709202161e-05 -0.421447398278782 0.000110901366689654 1 CTNNB1|BETA-CATENIN 1.81966251169594e-07 -0.429150062868838 1.48484460954389e-06 1 TSC1|TSC1 0.000489592098821171 -0.432938251265476 0.00144748968347129 1 CHEK2|CHK2 1.70923084613265e-13 -0.444770035375 5.81138487685101e-12 1 SYK|SYK 6.64213640804966e-08 -0.448014030188165 6.45236108210538e-07 1 EIF4G1|EIF4G 4.53850766521694e-07 -0.461982894155112 3.38123667095458e-06 1 SCD|SCD 0.000173934512699188 -0.462086045810574 0.000576108302023591 1 RBM15|RBM15 5.49718410343274e-13 -0.482519646093627 1.24602839677809e-11 1 MSH2|MSH2 6.3270228853473e-16 -0.519302786893768 3.22678167152712e-14 1 FOXM1|FOXM1 2.27834221340537e-12 -0.559335120769538 4.64781811534695e-11 1 CDH1|E-CADHERIN 1.28080039356882e-07 -0.584800349704972 1.0886803345335e-06 1 CLDN7|CLAUDIN-7 5.41062062606054e-07 -0.601573920312535 3.80609175074604e-06 1 BRD4|BRD4 5.01955256397686e-13 -0.628820586030587 1.24602839677809e-11 1 MSH6|MSH6 1.47134074597761e-16 -0.651706831254832 1.00051170726477e-14 1 CCNB1|CYCLIN_B1 2.15900396782897e-10 -0.695078033177381 3.67030674530925e-09 1 PARP1|PARP1 3.16916154000527e-13 -0.740328230808659 9.23584220230107e-12 1 VHL|VHL 9.41567390037399e-06 -0.874963294335364 5.33554854354526e-05 1 MAPK1 MAPK3|MAPK_PT202_Y204 3.19540378586696e-10 0.973308123610811 1.08643728719477e-08 2 VHL|VHL 0.00230403650680399 0.759526141089414 0.00870413791459285 2 RPS6|S6_PS235_S236 3.96090959929033e-12 0.735268533152784 2.69341852751742e-10 2 FN1|FIBRONECTIN 0.00162031233077531 0.59098722485664 0.00688632740579507 2 MAPK14|P38_PT180_Y182 3.55927362926087e-15 0.550499677685247 3.63045910184609e-13 2 RPS6|S6_PS240_S244 2.33387634801965e-10 0.511536179598491 9.52221549992017e-09 2 SQSTM1|P62-LCK-LIGAND 0.000112716206388333 0.505641224607483 0.000696791094036968 2 TSC1|TSC1 0.00212151891179853 0.505210474514719 0.00823810374744347 2 GSK3A GSK3B|GSK3-ALPHA-BETA_PS21_S9 9.91655189307848e-09 0.440631094595725 2.24775176243112e-07 2 BAD|BAD_PS112 5.96478698193391e-08 0.401295437881495 1.10619685846774e-06 2 CCNB1|CYCLIN_B1 0.00287545415541835 0.390161842667524 0.010474868709024 2 PRKCB|PKC-PAN_BETAII_PS660 8.23498220601481e-09 0.372993539683388 2.09992046253378e-07 2 GSK3A GSK3B|GSK3_PS9 1.02871390765017e-06 0.369418630309912 1.2344566891802e-05 2 AKT1 AKT2 AKT3|AKT_PS473 7.10033988654658e-05 0.351263837676256 0.000480833450524789 2 MYH9|MYOSIN-IIA_PS1943 3.13873184410909e-07 0.343478808151098 4.26867530798836e-06 2 ERBB2|HER2 0.040202146947143 0.3428038305075 0.0921487413170469 2 IGFBP2|IGFBP2 0.0369140038256292 0.330536351433539 0.0865569744876823 2 CASP7|CASPASE-7_CLEAVEDD198 0.0320251775238365 0.321945944507802 0.0768604260572076 2 YBX1|YB-1_PS102 3.37708361931294e-09 0.320759787192466 9.841786547712e-08 2 RB1|RB_PS807_S811 0.00129834271704019 0.317945060879679 0.0057578677016565 2 FASN|FASN 0.00358065366552711 0.316667816955758 0.0117936037860557 2 EGFR|EGFR_PY1068 0.0475444478937998 0.311399802781901 0.106583157915771 2 SERPINE1|PAI-1 0.025870830131445 0.290972739983985 0.0668056879343643 2 MAP2K1|MEK1_PS217_S221 2.70951960636394e-06 0.265123167937992 2.90916841946444e-05 2 NF2|NF2 0.000379418457819675 0.248684356403886 0.00209192879446523 2 MAPK1|ERK2 0.000895446338575607 0.245079785235519 0.00414673671226458 2 TGM2|TRANSGLUTAMINASE 0.001784651838981 0.241979815206298 0.00728137950304248 2 MAPK8|JNK_PT183_PY185 0.00022469122990076 0.237800534992371 0.00127325030277097 2 SMAD1|SMAD1 0.000720493837653635 0.213264286375659 0.00357311391948179 2 SHC1|SHC_PY317 0.00214029165987502 0.210954893070999 0.00823810374744347 2 FOXM1|FOXM1 0.0125466122409968 0.203883763803168 0.0360494210868077 2 MYH9|MYOSIN-IIA 3.07516610126766e-05 0.200460670536703 0.000216322029192622 2 RPS6KA1|P90RSK_PT359_S363 0.000156917966842651 0.188473637157106 0.000941507801055906 2 EIF4EBP1|4E-BP1_PT37_T46 0.00318854856188591 0.185685335141026 0.0110248119766903 2 MTOR|MTOR_PS2448 0.0097309692379527 0.160170266490728 0.0296286227543634 2 JUN|C-JUN_PS73 0.000914721333587776 0.151120243360703 0.00414673671226458 2 PIK3R1 PIK3R2|PI3K-P85 0.0188829658198187 0.130328836218877 0.0513616670299069 2 RPS6KB1|P70S6K 0.0202383898997871 0.126819220048262 0.0543240992046917 2 MTOR|MTOR 0.0297796946375926 0.123285576618548 0.0750007124206036 2 AKT1 AKT2 AKT3|AKT 0.0401886278751414 0.122156498253372 0.0921487413170469 2 SRC|SRC_PY416 0.0286815818619626 0.119012890491506 0.0731380337480046 2 GSK3A GSK3B|GSK3-ALPHA-BETA 0.0308981774291846 0.117904990284797 0.0750384308994483 2 AKT1S1|PRAS40_PT246 0.00175571457503515 0.112902113529718 0.00728137950304248 2 DVL3|DVL3 0.0220691538582427 0.0874486357644376 0.0584689271049547 2 ERRFI1|MIG-6 0.0306467117829758 -0.0515857490123844 0.0750384308994483 2 BAK1|BAK 0.00670331191249557 -0.0607229090384499 0.0210380866176784 2 MET|C-MET_PY1235 0.0105106145768938 -0.0666739540639967 0.0315318437306814 2 EGFR|EGFR_PY1173 0.000199042903449373 -0.0812752830251794 0.00116013578010492 2 NRG1|HEREGULIN 0.00772572986665565 -0.0854405776951024 0.0238795286787538 2 CHEK1|CHK1 0.00151134284187342 -0.0859503769870537 0.00655987105834421 2 SMAD3|SMAD3 0.00329696850918856 -0.0861512721007824 0.0112096929312411 2 PCNA|PCNA 0.0495703493413756 -0.0867523055971082 0.10991686158305 2 ACVRL1|ACVRL1 0.0167095080248484 -0.0868062509581784 0.0466950635214942 2 PDK1|PDK1 0.0112492075391482 -0.0875130739350523 0.0327834048283748 2 ERBB3|HER3_PY1289 0.0360121065249556 -0.0882151058942898 0.0854240666405924 2 XRCC1|XRCC1 0.00235150848788651 -0.0891810080864744 0.00872195875506996 2 NOTCH1|NOTCH1 0.00629209987034565 -0.0928311974716651 0.0200560683367268 2 MRE11A|MRE11 2.83343982642199e-05 -0.0933539822142517 0.000206436330210745 2 ETS1|ETS-1 1.64029277970681e-05 -0.0948415327585588 0.000139424886275079 2 BID|BID 1.20551895583184e-05 -0.0972860364224734 0.000111130550137609 2 MS4A1|CD20 2.6719909112175e-05 -0.0983086670235368 0.000205631099666281 2 GATA3|GATA3 0.000735641101069781 -0.100882001676558 0.00357311391948179 2 NRAS|N-RAS 2.28969057459448e-05 -0.101502984206947 0.00018683875088691 2 INPP4B|INPP4B 0.0420929507317431 -0.105074608816698 0.0954106883252844 2 MET|C-MET 0.000534556795947472 -0.10886022534579 0.00272623965933211 2 FOXO3|FOXO3A 0.0164015620712798 -0.113400108879204 0.0464710925352928 2 YAP1|YAP 0.0237536217082869 -0.113587357116733 0.0621248567755196 2 SETD2|SETD2 4.60616710498715e-06 -0.11482986069065 4.47456233055895e-05 2 DIRAS3|ARHI 0.000460794320535893 -0.114922163122309 0.00247373793129795 2 MYC|C-MYC 0.00312380869527594 -0.117160381042211 0.010987189204074 2 YWHAB|14-3-3_BETA 3.43278720581995e-06 -0.119592392259121 3.50144294993635e-05 2 XBP1|XBP1 0.000485142644963658 -0.126249299410802 0.0025376692198099 2 SMAD4|SMAD4 2.19604454548837e-08 -0.128543080837188 4.47993087279627e-07 2 ERBB3|HER3 0.00597258411583202 -0.140656081015151 0.0193397961845989 2 CDH2|N-CADHERIN 0.0111334016596377 -0.140672391172971 0.0327834048283748 2 SNAI1|SNAIL 0.0301886423829164 -0.146927340775201 0.0750384308994483 2 RAB11A RAB11B|RAB11 9.92146173079168e-05 -0.151438865793053 0.00063249318533797 2 PARP1|PARP_CLEAVED 0.0174922080445619 -0.151657743174267 0.0482217627174409 2 RB1|RB 8.79963276703748e-08 -0.158475332575149 1.38086544959665e-06 2 BCL2L11|BIM 0.00305915033358203 -0.159006004590408 0.0109485380359778 2 STMN1|STATHMIN 7.73117771566799e-08 -0.168810413466046 1.31430021166356e-06 2 CDKN1B|P27 0.0035843305624287 -0.173807747255879 0.0117936037860557 2 IRS1|IRS1 2.99441797296085e-07 -0.183220435045366 4.26867530798836e-06 2 CCND1|CYCLIN_D1 9.76058107858945e-07 -0.195480447124125 1.2344566891802e-05 2 KIT|C-KIT 7.30678282660219e-05 -0.212053067201932 0.000480833450524789 2 BCL2|BCL-2 0.000785704350137438 -0.268900559051029 0.00372752761460552 2 AR|AR 0.0021118301847478 -0.325612576888757 0.00823810374744347 2 COL6A1|COLLAGEN_VI 1.96600604663818e-06 -0.371346440822318 2.22814018618994e-05 2 HSPA1A|HSP70 2.72158808381842e-05 -0.462994059630133 0.000205631099666281 2 CAV1|CAVEOLIN-1 1.25294247704167e-05 -0.735489712896797 0.000111130550137609 2 PGR|PR 9.51899008064413e-20 -1.2100529466699 1.9418739764514e-17 2 MYH11|MYH11 3.98128028492274e-11 -1.30016045863709 2.0304529453106e-09 2 CCNB1|CYCLIN_B1 2.48319107950943e-05 0.62431517813355 0.000133308152689454 3 TSC1|TSC1 0.00243946720438164 0.515464290146908 0.00777580171396648 3 CLDN7|CLAUDIN-7 0.00220265845525087 0.478781787488893 0.00736626762083898 3 PARP1|PARP1 6.72230582866899e-06 0.466650945186482 3.91814396870993e-05 3 PRKAA1|AMPK_PT172 8.78225725506626e-11 0.462952530288511 1.05387087060795e-09 3 SYK|SYK 0.000643964836985549 0.391654089228435 0.002526323591251 3 SQSTM1|P62-LCK-LIGAND 0.0101033938928452 0.337752246860649 0.0257636544267553 3 MSH2|MSH2 3.17925204300293e-05 0.328090078936985 0.000162141854193149 3 BRD4|BRD4 0.000429818510119692 0.327447960053195 0.00182672866800869 3 FOXM1|FOXM1 0.00467516211493511 0.321442170875229 0.0136247581635252 3 MSH6|MSH6 0.000665128664427142 0.317958326243092 0.0025601178781724 3 BCL2L11|BIM 4.38667442085648e-05 0.316944591478359 0.000218263800452371 3 SLC1A5|SLC1A5 0.000584951416960075 0.297980811964814 0.00238660178119711 3 GSK3A GSK3B|GSK3-ALPHA-BETA 1.75822352793717e-05 0.294996477029885 9.69398918105899e-05 3 CHEK2|CHK2 0.000328413715978888 0.267183329066145 0.00142545527786581 3 FASN|FASN 0.00439365506390006 0.263890454842863 0.012989936710661 3 RPS6|S6 4.99547796076298e-05 0.250550622692099 0.000242637500951345 3 ATM|ATM 0.0139195128924108 0.244604891055992 0.0341123958266504 3 TP53|P53 0.0252203170493519 0.229435919945611 0.053040666784204 3 RBM15|RBM15 0.00143981794624402 0.226618164353244 0.00515303264971544 3 SCD|SCD 0.00148586360923703 0.225600796458969 0.0052261409704199 3 EIF4EBP1|4E-BP1 0.00185775108503813 0.220118509737901 0.00631635368912964 3 ASNS|ASNS 0.00361708408786475 0.212985862228817 0.0108512522635943 3 XRCC5|KU80 0.000536428634860786 0.21006166892042 0.00223329472472654 3 RPS6KB1|P70S6K 0.00068299533945548 0.198369345029885 0.0025802046157207 3 PCNA|PCNA 0.00268973298621286 0.176873133139809 0.00844162352596036 3 BIRC2 |CIAP 1.11601827246223e-05 0.172676032984847 6.32410354395264e-05 3 MTOR|MTOR 0.0233535254571013 0.161777492393779 0.0501486230868281 3 PRDX1|PRDX1 0.00333152052511683 0.160266764239427 0.0102974270776338 3 TFRC|TFRC 0.0184322119123831 0.153854236114313 0.0411607625289304 3 YWHAZ|14-3-3_ZETA 0.0158929519215442 0.147455104393931 0.0372662320918967 3 SMAD1|SMAD1 0.0140462806345031 0.143783278052328 0.0341123958266504 3 PECAM1|CD31 0.00235167283676829 0.139975666453626 0.00773776223710857 3 STMN1|STATHMIN 0.00164223980349014 0.136932200009427 0.00567825287986421 3 PREX1|PREX1 0.0440854520679192 0.134077991776908 0.0864753098255338 3 RAD51|RAD51 7.12809613113691e-05 0.131585984981718 0.000338170142035332 3 GATA6|GATA6 0.0155903252040219 0.128356548090678 0.0369817016467496 3 CDK1|CDK1 0.0288226608057598 0.119252271408969 0.0599981918813775 3 STK11|LKB1 4.05042450930735e-06 0.118430891919427 2.43025470558441e-05 3 RPTOR|RAPTOR 0.0146079972935056 0.115302929440649 0.0350591935044134 3 XBP1|XBP1 0.00243533399554114 0.108694425763168 0.00777580171396648 3 YWHAB|14-3-3_BETA 7.76331444697349e-05 0.106220238820344 0.000359935487996044 3 RPS6KA1|P90RSK 0.0133169201104977 0.104523273441336 0.0334985010362513 3 G6PD|G6PD 0.0356073945507745 0.102380405520114 0.0719198860233465 3 XRCC1|XRCC1 0.00790588296642113 0.102060698372863 0.0212210542782883 3 ERCC1|ERCC1 0.000643567224555673 0.0933372653017938 0.002526323591251 3 RAD50|RAD50 0.0420738435914758 0.0931193336897328 0.0833307193462239 3 PDK1|PDK1_PS241 0.0384072576084563 0.091752583405229 0.0768145152169126 3 BECN1|BECLIN 0.000915261260185307 0.0847602188953053 0.00339478721959641 3 EEF2|EEF2 0.0063964100227109 0.0800797450193511 0.0173982352617736 3 PIK3CA |PI3K-P110-ALPHA 0.0476524149133568 0.0796701391262213 0.0925818346888075 3 BRCA2|BRCA2 0.0081685605116911 0.0768261275134314 0.0216413810959089 3 TIGAR|TIGAR 0.0134650837498657 0.074030484024542 0.0334985010362513 3 MRE11A|MRE11 0.00495244244559368 0.0702877390183588 0.0142295529422692 3 MET|C-MET_PY1235 0.00543336797772393 0.0680914672058397 0.0153945426035511 3 NRAS|N-RAS 0.00942455884929232 0.0661393827318702 0.024336835509565 3 DIRAS3|ARHI 0.0299936486862676 0.0655903563135496 0.061805094262612 3 SETD2|SETD2 0.00556737537313452 0.063376388663626 0.0155581448783485 3 BAK1|BAK 0.0183433076775205 0.0487376811590458 0.0411607625289304 3 PEA15|PEA15_PS116 0.0350030432512802 -0.0568812686372138 0.0714062082326116 3 CHEK1|CHK1_PS345 0.0186156708064439 -0.0639538337719466 0.0411607625289304 3 MET|C-MET 0.0247469191450162 -0.0707399345391222 0.0525872031831594 3 CDKN1B|P27_PT198 0.0206680344699321 -0.0765373185210305 0.0448540322538952 3 ERBB3|HER3_PY1289 0.00589494011909306 -0.0793972940966031 0.0162509160039863 3 FOXO3|FOXO3A_PS318_S321 0.0187644652705418 -0.100116956910191 0.0411607625289304 3 ESR1|ER-ALPHA_PS118 0.00113770964429024 -0.108058291911412 0.00414451370420016 3 ERBB2|HER2_PY1248 0.00918366990203313 -0.123780183960267 0.0240188289745482 3 EIF4EBP1|4E-BP1_PS65 0.00351277073591285 -0.132522212820344 0.0106956004496451 3 RAF1|C-RAF_PS338 9.34203418813112e-09 -0.146399688933321 8.28597814947282e-08 3 SHC1|SHC_PY317 0.000237822256446037 -0.171775575421107 0.00105469000684764 3 COL6A1|COLLAGEN_VI 0.0167584851345499 -0.201973300453473 0.0388492155391839 3 RICTOR|RICTOR_PT1135 4.66997007233377e-10 -0.203622462757748 4.91256102799507e-09 3 ARAF|A-RAF_PS299 4.59463816481996e-08 -0.220127073660191 3.90544244009697e-07 3 STAT3|STAT3_PY705 4.90455569146834e-07 -0.233718821442252 3.33509787019847e-06 3 MAP2K1|MEK1 0.0175713300517889 -0.253476603199275 0.040275857646797 3 RPS6KB1|P70S6K_PT389 8.85569350395105e-08 -0.269388472137672 6.94831336463852e-07 3 SRC|SRC_PY416 1.17483996527696e-11 -0.301002359626145 1.59778235277667e-10 3 MTOR|MTOR_PS2448 4.82415720208303e-09 -0.343990611017443 4.4733094055679e-08 3 JUN|C-JUN_PS73 9.57203625690053e-13 -0.345843395597443 1.50207338185208e-11 3 EGFR|EGFR_PY1068 4.81623630195595e-10 -0.346948577540496 4.91256102799507e-09 3 TSC2|TUBERIN_PT1462 9.61809157682521e-21 -0.390318247400802 2.80298668810335e-19 3 AKT1 AKT2 AKT3|AKT_PT308 3.37143423908253e-10 -0.404625677301489 3.82095880429353e-09 3 AKT1S1|PRAS40_PT246 4.83629262214168e-21 -0.407510178400649 1.64433949152817e-19 3 RPS6|S6_PS240_S244 3.27326848231527e-07 -0.447292774257977 2.38480989425827e-06 3 MAPK8|JNK_PT183_PY185 1.31797058042836e-12 -0.460538144581794 1.92047141719561e-11 3 RPS6KA1|P90RSK_PT359_S363 8.79545071553907e-19 -0.472525008439427 1.99363549552219e-17 3 PRKCB|PKC-PAN_BETAII_PS660 4.24152327367904e-09 -0.486898236269885 4.12033689443107e-08 3 MAP2K1|MEK1_PS217_S221 8.84185224927524e-23 -0.492039137039504 4.50934464713037e-21 3 YBX1|YB-1_PS102 4.74958074342964e-20 -0.54247863806584 1.21114308957456e-18 3 RB1|RB_PS807_S811 2.98466849724477e-05 -0.543507946656374 0.000156121121394342 3 EIF4EBP1|4E-BP1_PT37_T46 3.63862996756249e-07 -0.55263586551729 2.55958797718189e-06 3 CAV1|CAVEOLIN-1 0.000136296969599519 -0.574703809957061 0.000617879595517819 3 PDCD4|PDCD4 2.63997554011061e-06 -0.610180356196069 1.6319848793411e-05 3 NFKB1|NF-KB-P65_PS536 1.45714786945591e-06 -0.614351779017824 9.28931766778143e-06 3 YAP1|YAP_PS127 1.51785345117842e-07 -0.649195199384771 1.14682260755703e-06 3 BAD|BAD_PS112 6.14149268118765e-17 -0.699160402180038 1.25286450696228e-15 3 RPS6|S6_PS235_S236 6.15998621384638e-08 -0.747780175802481 5.02654875049865e-07 3 NDRG1|NDRG1_PT346 1.46810468345798e-11 -0.756995683399886 1.87183347140892e-10 3 AKT1 AKT2 AKT3|AKT_PS473 2.26441654536833e-22 -0.85584113840416 9.23881950510279e-21 3 SRC|SRC_PY527 1.53121596670402e-14 -0.938622818244771 2.60306714339683e-13 3 MYH11|MYH11 1.01902220395805e-06 -1.02985418035309 6.70582353572394e-06 3 MAPK14|P38_PT180_Y182 2.4338838118012e-15 -1.06375201055622 4.51374816006768e-14 3 GSK3A GSK3B|GSK3-ALPHA-BETA_PS21_S9 1.38409791352962e-23 -1.07244576165935 9.41186581200142e-22 3 GSK3A GSK3B|GSK3_PS9 5.02300709955379e-26 -1.15613013164103 1.02469344830897e-23 3 MAPK1 MAPK3|MAPK_PT202_Y204 1.22221982219125e-23 -2.04696576529989 9.41186581200142e-22 3 PGR|PR 1.94137542012828e-06 0.850743791345727 2.32965050415394e-05 4 MSH6|MSH6 8.78194620030888e-09 0.470795306861111 3.28378298379805e-07 4 BRD4|BRD4 5.43220192198614e-09 0.443597559486322 2.77042298021293e-07 4 PDCD4|PDCD4 0.000102617313603223 0.411035890520085 0.000565781945271824 4 PARP1|PARP1 7.30201331267634e-06 0.39544362227474 5.95844286314389e-05 4 NFKB1|NF-KB-P65_PS536 2.46112936955789e-06 0.395227233085043 2.66333743227158e-05 4 CDH1|E-CADHERIN 0.000571751242020719 0.370368845731197 0.00224324742523509 4 CTNNB1|BETA-CATENIN 4.88590525283215e-05 0.333421870420086 0.00031147645986805 4 RB1|RB_PS807_S811 1.08426570764389e-05 0.333247858713248 7.8996501556912e-05 4 GSK3A GSK3B|GSK3_PS9 5.65597393533393e-07 0.329992980244017 9.61515569006768e-06 4 GSK3A GSK3B|GSK3-ALPHA-BETA_PS21_S9 2.95437890411395e-07 0.325825118784188 5.47902996762951e-06 4 RBM15|RBM15 3.67802874199484e-08 0.322496100038034 9.37897329208684e-07 4 CLDN7|CLAUDIN-7 0.00567924092169972 0.319908559989316 0.0148533993336762 4 MSH2|MSH2 8.00891684795824e-06 0.313865998250855 6.05118161845734e-05 4 AR|AR 0.000105911743588545 0.311267465599573 0.000568578834001663 4 EIF4G1|EIF4G 3.17561857948833e-05 0.30509763426282 0.000208976190392135 4 BRAF|B-RAF 7.71213415477261e-06 0.265078962078205 6.05105910605236e-05 4 CHEK2|CHK2_PT68 1.23219100917424e-08 0.247461169731197 3.59095665530779e-07 4 FOXM1|FOXM1 0.00225259738841274 0.237201067390171 0.00706969026517229 4 TP53BP1|53BP1 0.000573330856409407 0.228110744260256 0.00224324742523509 4 SCD|SCD 0.0125980869578786 0.222665279558547 0.0285556637711915 4 PARP1|PARP_CLEAVED 0.0039343829995965 0.217803321687607 0.0108461369178066 4 EIF4EBP1|4E-BP1_PT37_T46 0.000162490883321286 0.214586508273932 0.000828703504938558 4 SRC|SRC_PY416 7.32965508631682e-08 0.211722235561111 1.66138848623181e-06 4 MTOR|MTOR 0.000538474985376245 0.206173098384188 0.00219697794033508 4 RPS6KA1|P90RSK_PT359_S363 1.06320281350063e-07 0.198214911344017 2.16893373954129e-06 4 ASNS|ASNS 0.00307196244275891 0.194172197718376 0.00908232374380895 4 BAP1|BAP1-C-4 3.04428798115082e-06 0.184668378198718 3.10517374077384e-05 4 CHEK2|CHK2 0.000856258346352314 0.18358872717735 0.00323475375288652 4 SRC|SRC_PY527 0.00910307478982863 0.182689354973077 0.0218473794955887 4 ARID1A|ARID1A 5.3685585068569e-06 0.182438204560186 4.56327473082836e-05 4 EEF2K|EEF2K 0.00321305944792996 0.175722732785043 0.00923188911799594 4 AKT1S1|PRAS40_PT246 1.86757115929581e-06 0.172069701542308 2.32965050415394e-05 4 TP53|P53 0.0267448647587009 0.160709970099573 0.0556729837834182 4 ESR1|ER-ALPHA_PS118 1.78596365577009e-05 0.146272567592735 0.000125633305440379 4 BAD|BAD_PS112 0.00785709548692177 0.145770758986752 0.0193361835167099 4 CDK1|CDK1_PY15 0.000138568914884186 0.138823886139058 0.000724822016317281 4 DIABLO|SMAC 0.0137425610082902 0.131594470394444 0.0304726352792522 4 PRKCB|PKC-PAN_BETAII_PS660 0.0292997098528033 0.129867083319231 0.0597714080997187 4 JUN|C-JUN_PS73 0.00221291319520911 0.12026762787906 0.00705366080972904 4 XRCC5|KU80 0.0113351826357321 0.118108137646581 0.0259817669403298 4 TSC2|TUBERIN_PT1462 0.0105235318503913 0.111641925448291 0.0243954601986344 4 CHEK1|CHK1_PS345 3.22023578716967e-06 0.10806246750812 3.12822905039339e-05 4 RAF1|C-RAF 0.00232721551974037 0.107574141111538 0.00708585023920948 4 GATA6|GATA6 0.0484711372246154 0.0970691882821049 0.0915565925353846 4 MAP2K1|MEK1_PS217_S221 0.0224238384772901 0.0944960887568376 0.0486645005251828 4 CDH2|N-CADHERIN 0.0492832270769957 0.0941948247286325 0.0922364983826342 4 MTOR|MTOR_PS2448 0.0252300951508247 0.0938788008038462 0.0530612310388478 4 XRCC1|XRCC1 0.00134090835146677 0.0931769999175214 0.00463636107964781 4 RAF1|C-RAF_PS338 3.00184104819429e-05 0.090945425198718 0.000204125191277212 4 MYC|C-MYC 0.0232348659364905 0.0900888762474359 0.0498938173794112 4 CDKN1B|P27_PT157 0.000582804478124803 0.089794023832906 0.00224324742523509 4 PCNA|PCNA 0.0339115685218877 0.0897567469645299 0.0678231370437754 4 RPS6KB1|P70S6K_PT389 0.0289499643549822 0.0865736886935897 0.0596544720042057 4 CDK1|CDK1 0.031926418689421 0.0801996986722222 0.0644850436895236 4 EIF4EBP1|4E-BP1_PS65 0.00624029250772367 0.0795340020910257 0.0161141730579194 4 PRKCD|PKC-DELTA_PS664 0.000320353687954188 0.0770682296782051 0.00142069896397075 4 MET|C-MET_PY1235 0.00112246477219217 0.0652590167004273 0.00408897881298576 4 SRSF1|SF2 0.008534409697502 0.0523888391653846 0.0207264235510763 4 MRE11A|MRE11 0.0363408675504721 0.0434867123141026 0.071284009425926 4 STK11|LKB1 0.0404273456490127 -0.0428553918089744 0.0782073355772054 4 YWHAE|14-3-3_EPSILON 0.0132351796740063 -0.0540171440149573 0.0296700731153548 4 BAK1|BAK 0.00146050381289512 -0.0634765603004274 0.00496571296384341 4 ACVRL1|ACVRL1 0.0360599413386686 -0.0651800538482906 0.071284009425926 4 DIRAS3|ARHI 0.00947106182724223 -0.0742876812029915 0.0222080070431887 4 ITGA2|CD49B 0.00353084765088046 -0.0770330836448718 0.00986702631204951 4 ETS1|ETS-1 0.00190824237736791 -0.0779216539935898 0.00627873298359764 4 PDK1|PDK1_PS241 0.0166496684162632 -0.0811497364961539 0.0365218533001902 4 EGFR|EGFR 0.00482273784528811 -0.0837025798790598 0.012777123642062 4 MS4A1|CD20 8.89572771589308e-05 -0.0860110995645299 0.000533743662953585 4 RAB11A RAB11B|RAB11 0.00939587806744001 -0.0903524446636752 0.0222080070431887 4 SRC|SRC 0.0235766373447656 -0.0904151622602564 0.0501003543576269 4 MAPK14|P38_MAPK 0.00330913675088404 -0.090766153584188 0.00937588746083811 4 LCK|LCK 0.0465946482615391 -0.103029488229487 0.0888346564986353 4 XBP1|XBP1 0.00251237926432148 -0.105120053054274 0.00753713779296444 4 ANXA7|ANNEXIN_VII 0.000450220303853259 -0.109023211153419 0.00195414770183117 4 G6PD|G6PD 0.000486204675349681 -0.109144582965385 0.00206636987023614 4 INPP4B|INPP4B 0.00786717270532804 -0.110391748503846 0.0193361835167099 4 RPS6KB1|P70S6K 0.00446594861144002 -0.119293061192735 0.0119875462728127 4 DVL3|DVL3 9.70902346608428e-05 -0.123862516247436 0.000550177996411443 4 RPS6|S6_PS240_S244 0.0406371449567832 -0.126548900718376 0.0782073355772054 4 FOXO3|FOXO3A_PS318_S321 0.000266040027662037 -0.126719836243162 0.0012621433870478 4 MAPK8|JNK_PT183_PY185 0.00739074088208487 -0.12813890250812 0.0186137177771026 4 NF2|NF2 0.00209978497139569 -0.128307295070513 0.00679930371690033 4 WWTR1|TAZ 1.52661009889768e-06 -0.130834332812393 2.22448900125091e-05 4 PIK3R1 PIK3R2|PI3K-P85 0.00132933010314267 -0.135008251959402 0.00463636107964781 4 BAX|BAX 0.000298609240360146 -0.136778806986752 0.001353695222966 4 PREX1|PREX1 0.00404071650961783 -0.14441009026453 0.0109907489061605 4 TFRC|TFRC 0.00182869790710269 -0.144917752055983 0.00611564545981883 4 PRKCA |PKC-ALPHA 0.00229737767274831 -0.145077562813248 0.00708585023920948 4 ERBB3|HER3 0.000278778113678465 -0.161706865118376 0.00129251670887288 4 YWHAZ|14-3-3_ZETA 0.00097521567272129 -0.173823684157692 0.00361716358609351 4 PEA15|PEA15 9.17747179827345e-05 -0.176492733987607 0.000534915499099367 4 CDKN1A|P21 5.12700625785199e-06 -0.183576849078205 4.54743163739916e-05 4 MYH9|MYOSIN-IIA 4.71209436882159e-06 -0.202640679676292 4.36939659654366e-05 4 AXL|AXL 7.99633971357766e-07 -0.204868810111132 1.2548102319768e-05 4 COL6A1|COLLAGEN_VI 0.00115410457813733 -0.216888893148291 0.00413047954280729 4 FASN|FASN 0.00317665100496712 -0.219329664124359 0.00923188911799594 4 PTEN|PTEN 0.00052703557447268 -0.222951698876496 0.00219418892229442 4 RPS6|S6_PS235_S236 0.00676015285928822 -0.239825294382479 0.017238389791185 4 KDR|VEGFR2 0.000227004217635199 -0.242039324526923 0.00110259191422811 4 PRKCA |PKC-ALPHA_PS657 0.000212669219439899 -0.255725836880769 0.00105815904306681 4 TGM2|TRANSGLUTAMINASE 1.79337940842288e-06 -0.270614409683333 2.32965050415394e-05 4 MYH9|MYOSIN-IIA_PS1943 2.48055937319412e-06 -0.281568732595299 2.66333743227158e-05 4 ANXA1|ANNEXIN-1 5.6942998154442e-05 -0.382948584679915 0.000352011261318369 4 SERPINE1|PAI-1 9.65818524646484e-09 -0.561726108405556 3.28378298379805e-07 4 CAV1|CAVEOLIN-1 2.83680993439082e-10 -0.788990195694445 1.92903075538576e-08 4 FN1|FIBRONECTIN 5.80319597185356e-18 -1.19387418623462 1.18385197825813e-15 4 MYH11|MYH11 3.72023286147393e-12 -1.44283100335598 3.79463751870341e-10 4