barcode antibody name gene name protein expression value TCGA-A1-A0SK-01A-21-A13A-20 14-3-3_epsilon-M-C YWHAE -1.295910832 TCGA-A1-A0SK-01A-21-A13A-20 4E-BP1-R-V EIF4EBP1 1.347050368 TCGA-A1-A0SK-01A-21-A13A-20 4E-BP1_pS65-R-V EIF4EBP1 -1.470086534 TCGA-A1-A0SK-01A-21-A13A-20 4E-BP1_pT170-R-V EIF4EBP1 -1.189700288 TCGA-A1-A0SK-01A-21-A13A-20 4E-BP1_pT37-R-V EIF4EBP1 .481443568 TCGA-A1-A0SK-01A-21-A13A-20 53BP1-R-C TP53BP1 .520417587 TCGA-A1-A0SK-01A-21-A13A-20 A-Raf_pS299-R-NA ARAF -2.170014504 TCGA-A1-A0SK-01A-21-A13A-20 ACC1-R-C ACACA -.710112943 TCGA-A1-A0SK-01A-21-A13A-20 ACC_pS79-R-V ACACA ACACB -1.18765675 TCGA-A1-A0SK-01A-21-A13A-20 AIB1-M-V NCOA3 -1.318853544 TCGA-A1-A0SK-01A-21-A13A-20 AMPK_alpha-R-C PRKAA1 -.148026823 TCGA-A1-A0SK-01A-21-A13A-20 AMPK_pT172-R-V PRKAA1 .658829629 TCGA-A1-A0SK-01A-21-A13A-20 ANLN-M-NA ANLN .468863628 TCGA-A1-A0SK-01A-21-A13A-20 AR-R-V AR -1.824437284 TCGA-A1-A0SK-01A-21-A13A-20 ATM-R-NA ATM .684504996 TCGA-A1-A0SK-01A-21-A13A-20 Akt-R-V AKT1 AKT2 AKT3 .523336932 TCGA-A1-A0SK-01A-21-A13A-20 Akt_pS473-R-V AKT1 AKT2 AKT3 -3.789328363 TCGA-A1-A0SK-01A-21-A13A-20 Akt_pT308-R-V AKT1 AKT2 AKT3 -2.386518124 TCGA-A1-A0SK-01A-21-A13A-20 Annexin_I-R-V ANXA1 4.576759579 TCGA-A1-A0SK-01A-21-A13A-20 B-Raf-M-NA BRAF 1.076824553 TCGA-A1-A0SK-01A-21-A13A-20 Bak-R-C BAK1 .22998318 TCGA-A1-A0SK-01A-21-A13A-20 Bax-R-V BAX -.268971103 TCGA-A1-A0SK-01A-21-A13A-20 Bcl-2-M-V BCL2 1.004717261 TCGA-A1-A0SK-01A-21-A13A-20 Bcl-X-R-C BCL2L1 -.910565707 TCGA-A1-A0SK-01A-21-A13A-20 Bcl-xL-R-C BCL2L1 -1.3279531 TCGA-A1-A0SK-01A-21-A13A-20 Beclin-G-V BECN1 .459439701 TCGA-A1-A0SK-01A-21-A13A-20 Bid-R-C BID -1.242067902 TCGA-A1-A0SK-01A-21-A13A-20 Bim-R-V BCL2L11 -.108383647 TCGA-A1-A0SK-01A-21-A13A-20 C-Raf-R-V RAF1 -1.149079034 TCGA-A1-A0SK-01A-21-A13A-20 C-Raf_pS338-R-C RAF1 -1.297833329 TCGA-A1-A0SK-01A-21-A13A-20 CD31-M-V PECAM1 -.787397959 TCGA-A1-A0SK-01A-21-A13A-20 CD49b-M-V ITGA2 -2.118271885 TCGA-A1-A0SK-01A-21-A13A-20 CDK1-R-V CDC2 -1.023151893 TCGA-A1-A0SK-01A-21-A13A-20 COX-2-R-C PTGS2 -.0396162299999999 TCGA-A1-A0SK-01A-21-A13A-20 Caspase-7_cleavedD198-R-C CASP7 -.0325146349999998 TCGA-A1-A0SK-01A-21-A13A-20 Caspase-8-M-C CASP8 -1.386708028 TCGA-A1-A0SK-01A-21-A13A-20 Caspase-9_cleavedD330-R-C CASP9 .132941736 TCGA-A1-A0SK-01A-21-A13A-20 Caveolin-1-R-V CAV1 -.673870921 TCGA-A1-A0SK-01A-21-A13A-20 Chk1-R-V CHEK1 .628347262 TCGA-A1-A0SK-01A-21-A13A-20 Chk1_pS345-R-C CHEK1 -.136829773 TCGA-A1-A0SK-01A-21-A13A-20 Chk2-M-C CHEK2 -.26552369 TCGA-A1-A0SK-01A-21-A13A-20 Chk2_pT68-R-C CHEK2 -1.138080306 TCGA-A1-A0SK-01A-21-A13A-20 Claudin-7-R-V CLDN7 1.793190667 TCGA-A1-A0SK-01A-21-A13A-20 Collagen_VI-R-V COL6A1 .608313401 TCGA-A1-A0SK-01A-21-A13A-20 Cyclin_B1-R-V CCNB1 .475399395 TCGA-A1-A0SK-01A-21-A13A-20 Cyclin_D1-R-V CCND1 -.583661697 TCGA-A1-A0SK-01A-21-A13A-20 Cyclin_E1-M-V CCNE1 -.872430675 TCGA-A1-A0SK-01A-21-A13A-20 DJ-1-R-C PARK7 .627712279 TCGA-A1-A0SK-01A-21-A13A-20 Dvl3-R-V DVL3 -.775389128 TCGA-A1-A0SK-01A-21-A13A-20 E-Cadherin-R-V CDH1 -.233793709 TCGA-A1-A0SK-01A-21-A13A-20 EGFR-R-C EGFR -1.780259082 TCGA-A1-A0SK-01A-21-A13A-20 EGFR_pY1068-R-V EGFR -4.760209421 TCGA-A1-A0SK-01A-21-A13A-20 EGFR_pY1173-R-C EGFR -1.421913283 TCGA-A1-A0SK-01A-21-A13A-20 EGFR_pY992-R-V EGFR -.829459317 TCGA-A1-A0SK-01A-21-A13A-20 ER-alpha-R-V ESR1 -2.743913677 TCGA-A1-A0SK-01A-21-A13A-20 ER-alpha_pS118-R-V ESR1 -.13364254 TCGA-A1-A0SK-01A-21-A13A-20 ERCC1-M-C ERCC1 .567108641 TCGA-A1-A0SK-01A-21-A13A-20 ERK2-R-NA MAPK1 3.031343293 TCGA-A1-A0SK-01A-21-A13A-20 FAK-R-C PTK2 2.263464512 TCGA-A1-A0SK-01A-21-A13A-20 FOXO3a-R-C FOXO3 -.351800263 TCGA-A1-A0SK-01A-21-A13A-20 FOXO3a_pS318_S321-R-C FOXO3 .295783085 TCGA-A1-A0SK-01A-21-A13A-20 Fibronectin-R-C FN1 6.289645022 TCGA-A1-A0SK-01A-21-A13A-20 GAB2-R-V GAB2 1.470077822 TCGA-A1-A0SK-01A-21-A13A-20 GATA3-M-V GATA3 -1.547249082 TCGA-A1-A0SK-01A-21-A13A-20 GSK3-alpha-beta-M-V GSK3A GSK3B 2.456963717 TCGA-A1-A0SK-01A-21-A13A-20 GSK3-alpha-beta_pS21_S9-R-V GSK3A GSK3B .691557326 TCGA-A1-A0SK-01A-21-A13A-20 HER2-M-V ERBB2 -.821466129 TCGA-A1-A0SK-01A-21-A13A-20 HER2_pY1248-R-V ERBB2 -1.951736798 TCGA-A1-A0SK-01A-21-A13A-20 HER3-M-C ERBB3 .451025242 TCGA-A1-A0SK-01A-21-A13A-20 HER3_pY1298-R-V ERBB3 4.836993909 TCGA-A1-A0SK-01A-21-A13A-20 HSP70-R-C HSPA1A 1.668809036 TCGA-A1-A0SK-01A-21-A13A-20 IGF-1R-beta-R-C IGF1R .821514745 TCGA-A1-A0SK-01A-21-A13A-20 IGFBP2-R-V IGFBP2 -.708878556 TCGA-A1-A0SK-01A-21-A13A-20 INPP4B-G-C INPP4B .256030584 TCGA-A1-A0SK-01A-21-A13A-20 IRS1-R-V IRS1 .22055326 TCGA-A1-A0SK-01A-21-A13A-20 JNK2-R-C MAPK9 -1.446765733 TCGA-A1-A0SK-01A-21-A13A-20 K-Ras-M-C KRAS -.167965188 TCGA-A1-A0SK-01A-21-A13A-20 Ku80-R-C XRCC5 1.41625653 TCGA-A1-A0SK-01A-21-A13A-20 LBK1-M-NA STK11 .591431136 TCGA-A1-A0SK-01A-21-A13A-20 Lck-R-V LCK -1.951210939 TCGA-A1-A0SK-01A-21-A13A-20 MAPK_pT202_Y204-R-V MAPK1 MAPK3 .294635795 TCGA-A1-A0SK-01A-21-A13A-20 MEK1-R-V MAP2K1 1.449375438 TCGA-A1-A0SK-01A-21-A13A-20 MEK1_pS217_S221-R-V MAP2K1 .548038315 TCGA-A1-A0SK-01A-21-A13A-20 MIG-6-M-V ERRFI1 -.286520478 TCGA-A1-A0SK-01A-21-A13A-20 MSH2-M-C MSH2 1.165019027 TCGA-A1-A0SK-01A-21-A13A-20 MSH6-R-C MSH6 4.093560894 TCGA-A1-A0SK-01A-21-A13A-20 Mre11-R-C MRE11A .535081122 TCGA-A1-A0SK-01A-21-A13A-20 N-Cadherin-R-V CDH2 -1.529848622 TCGA-A1-A0SK-01A-21-A13A-20 NF-kB-p65_pS536-R-C NFKB1 -.66924902 TCGA-A1-A0SK-01A-21-A13A-20 NF2-R-C NF2 -.423662447 TCGA-A1-A0SK-01A-21-A13A-20 Notch1-R-V NOTCH1 -1.881178254 TCGA-A1-A0SK-01A-21-A13A-20 Notch3-R-C NOTCH3 -.217902452 TCGA-A1-A0SK-01A-21-A13A-20 P-Cadherin-R-C CDH3 -1.612881007 TCGA-A1-A0SK-01A-21-A13A-20 PARP_cleaved-M-C PARP1 -1.727103703 TCGA-A1-A0SK-01A-21-A13A-20 PCNA-M-V PCNA -.88220765 TCGA-A1-A0SK-01A-21-A13A-20 PDK1_pS241-R-V PDK1 -.824494575 TCGA-A1-A0SK-01A-21-A13A-20 PI3K-p110-alpha-R-C PIK3CA -2.296608033 TCGA-A1-A0SK-01A-21-A13A-20 PKC-alpha-M-V PRKCA .867243345 TCGA-A1-A0SK-01A-21-A13A-20 PKC-alpha_pS657-R-V PRKCA -1.496194199 TCGA-A1-A0SK-01A-21-A13A-20 PKC-delta_pS664-R-V PRKCD -.9463504 TCGA-A1-A0SK-01A-21-A13A-20 PR-R-V PGR -4.072617084 TCGA-A1-A0SK-01A-21-A13A-20 PRAS40_pT246-R-V AKT1S1 -1.191844053 TCGA-A1-A0SK-01A-21-A13A-20 PRDX1-R-NA PRDX1 -1.849013521 TCGA-A1-A0SK-01A-21-A13A-20 PTCH-R-C PTCH1 .441058853 TCGA-A1-A0SK-01A-21-A13A-20 PTEN-R-V PTEN -.407428928 TCGA-A1-A0SK-01A-21-A13A-20 Paxillin-R-V PXN -.208577462 TCGA-A1-A0SK-01A-21-A13A-20 Pea-15-R-V PEA15 -.70754734 TCGA-A1-A0SK-01A-21-A13A-20 RBM3-M-NA RBM3 1.273675965 TCGA-A1-A0SK-01A-21-A13A-20 Rab25-R-C RAB25 -2.147058823 TCGA-A1-A0SK-01A-21-A13A-20 Rad50-M-C RAD50 -.0900046009999999 TCGA-A1-A0SK-01A-21-A13A-20 Rad51-M-C RAD51 -.928877724 TCGA-A1-A0SK-01A-21-A13A-20 Rb-M-V RB1 -1.019078759 TCGA-A1-A0SK-01A-21-A13A-20 Rb_pS807_S811-R-V RB1 -1.64029281 TCGA-A1-A0SK-01A-21-A13A-20 S6-R-NA RPS6 .231080572 TCGA-A1-A0SK-01A-21-A13A-20 S6_pS235_S236-R-V RPS6 -2.713488968 TCGA-A1-A0SK-01A-21-A13A-20 S6_pS240_S244-R-V RPS6 -2.293951427 TCGA-A1-A0SK-01A-21-A13A-20 SETD2-R-NA SETD2 -.466295147 TCGA-A1-A0SK-01A-21-A13A-20 STAT3_pY705-R-V STAT3 -2.279487515 TCGA-A1-A0SK-01A-21-A13A-20 STAT5-alpha-R-V STAT5A -.381878561 TCGA-A1-A0SK-01A-21-A13A-20 Shc_pY317-R-NA SHC1 -3.747674937 TCGA-A1-A0SK-01A-21-A13A-20 Smac-M-V DIABLO .330865617 TCGA-A1-A0SK-01A-21-A13A-20 Smad1-R-V SMAD1 .890640895 TCGA-A1-A0SK-01A-21-A13A-20 Smad3-R-V SMAD3 -.604821379 TCGA-A1-A0SK-01A-21-A13A-20 Smad4-M-C SMAD4 .0129876130000002 TCGA-A1-A0SK-01A-21-A13A-20 Snail-M-C SNAI2 -1.722196554 TCGA-A1-A0SK-01A-21-A13A-20 Src-M-V SRC -.638861605 TCGA-A1-A0SK-01A-21-A13A-20 Src_pY416-R-C SRC -2.216811609 TCGA-A1-A0SK-01A-21-A13A-20 Src_pY527-R-V SRC -2.225238625 TCGA-A1-A0SK-01A-21-A13A-20 Stathmin-R-V STMN1 -.326184148 TCGA-A1-A0SK-01A-21-A13A-20 Syk-M-V SYK .191201411 TCGA-A1-A0SK-01A-21-A13A-20 TAZ_pS89-R-C WWTR1 2.638123347 TCGA-A1-A0SK-01A-21-A13A-20 Tau-M-C MAPT -1.825444154 TCGA-A1-A0SK-01A-21-A13A-20 Transglutaminase-M-V TGM2 1.187582662 TCGA-A1-A0SK-01A-21-A13A-20 Tuberin-R-C TSC2 -.488391867 TCGA-A1-A0SK-01A-21-A13A-20 VASP-R-C VASP -.0924185639999998 TCGA-A1-A0SK-01A-21-A13A-20 VEGFR2-R-C KDR 1.776733968 TCGA-A1-A0SK-01A-21-A13A-20 XBP1-G-C XBP1 .209116323 TCGA-A1-A0SK-01A-21-A13A-20 XIAP-R-C XIAP -1.581284082 TCGA-A1-A0SK-01A-21-A13A-20 XRCC1-R-C XRCC1 -.431972197 TCGA-A1-A0SK-01A-21-A13A-20 YAP-R-V YAP1 .221695402 TCGA-A1-A0SK-01A-21-A13A-20 YAP_pS127-R-C YAP1 -.836655771 TCGA-A1-A0SK-01A-21-A13A-20 YB-1-R-V YBX1 .438133712 TCGA-A1-A0SK-01A-21-A13A-20 YB-1_pS102-R-V YBX1 -1.534305198 TCGA-A1-A0SK-01A-21-A13A-20 alpha-Catenin-M-V CTNNA1 -.527990653 TCGA-A1-A0SK-01A-21-A13A-20 beta-Catenin-R-V CTNNB1 .950584902 TCGA-A1-A0SK-01A-21-A13A-20 c-Jun_pS73-R-C JUN -1.917179474 TCGA-A1-A0SK-01A-21-A13A-20 c-Kit-R-V KIT 1.941924875 TCGA-A1-A0SK-01A-21-A13A-20 c-Met-M-C MET .00287361900000016 TCGA-A1-A0SK-01A-21-A13A-20 c-Met_pY1235-R-C MET -.554823528 TCGA-A1-A0SK-01A-21-A13A-20 c-Myc-R-C MYC -.452723082 TCGA-A1-A0SK-01A-21-A13A-20 cIAP-R-V BIRC2 .641824513 TCGA-A1-A0SK-01A-21-A13A-20 eEF2-R-V EEF2 -2.146227068 TCGA-A1-A0SK-01A-21-A13A-20 eEF2K-R-V EEF2K -1.809592978 TCGA-A1-A0SK-01A-21-A13A-20 eIF4E-R-V EIF4E .0180816920000001 TCGA-A1-A0SK-01A-21-A13A-20 mTOR-R-V FRAP1 1.733027707 TCGA-A1-A0SK-01A-21-A13A-20 p21-R-C CDKN1A -.526493928 TCGA-A1-A0SK-01A-21-A13A-20 p27-R-V CDKN1B .493960856 TCGA-A1-A0SK-01A-21-A13A-20 p27_pT157-R-C CDKN1B -.770457338 TCGA-A1-A0SK-01A-21-A13A-20 p27_pT198-R-V CDKN1B -1.465224082 TCGA-A1-A0SK-01A-21-A13A-20 p38_MAPK-R-C MAPK14 -1.848699732 TCGA-A1-A0SK-01A-21-A13A-20 p38_pT180_Y182-R-V MAPK14 -1.350583063 TCGA-A1-A0SK-01A-21-A13A-20 p53-R-V TP53 -2.079131082 TCGA-A1-A0SK-01A-21-A13A-20 p70S6K-R-V RPS6KB1 .00176147400000015 TCGA-A1-A0SK-01A-21-A13A-20 p70S6K_pT389-R-V RPS6KB1 -2.713305927 TCGA-A1-A0SK-01A-21-A13A-20 p90RSK_pT359_S363-R-C RPS6KA1 -.829153401