First_id PMID Gene Diff_nonres_res PValue Minus_log10_PValue Original_Dataset Cancer_Type Regimen Num_Responders Num_NonResponders Source ImmunEscpMap_ID 1 25765070 C1QC 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 2 25765070 ARID1A 5.3 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 3 25765070 KRAS -28.1 0.0975 1.01099538430146 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 4 25765070 TSC22D1 9.1 0.529 0.276544327964814 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 5 25765070 MAX 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 6 25765070 TP53 -9.1 0.724 0.140261433802853 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 7 25765070 LRP1B -1.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 8 25765070 GNAS -7.6 0.602 0.220403508742175 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 9 25765070 HLA-DRB5 18.2 0.273 0.563837352959244 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 10 25765070 HLA-B 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 11 25765070 NOTCH3 13.6 0.537 0.270025714300444 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 12 25765070 SBSN 5.3 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 13 25765070 TGFB1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 14 25765070 MUC4 -21.2 0.297 0.527243550682788 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 15 25765070 ID4 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 16 25765070 COL11A1 -20.5 0.115 0.939302159646388 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 17 25765070 PIK3C2B -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 18 25765070 MMP2 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 19 25765070 COL6A2 -25 0.0368 1.43415218132648 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 20 25765070 SREBF2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 21 25765070 STAB1 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 22 25765070 SHOX2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 23 25765070 EGF -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 24 25765070 NOTCH1 -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 25 25765070 ANK3 -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 26 25765070 OLR1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 27 25765070 HNF1A 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 28 25765070 NOS2 9.1 0.529 0.276544327964814 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 29 25765070 KEAP1 -15.9 0.319 0.496209316942819 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 30 25765070 MYCN -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 31 25765070 POLQ 0.799999999999999 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 32 25765070 PDGFRA 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 33 25765070 ROS1 0.799999999999999 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 34 25765070 SMG1 -25 0.0368 1.43415218132648 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 35 25765070 ITGB3 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 36 25765070 MAP4K1 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 37 25765070 PTPRT -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 38 25765070 CD80 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 39 25765070 PPP3CA -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 40 25765070 APC -7.6 0.602 0.220403508742175 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 41 25765070 SREBF1 13.6 0.537 0.270025714300444 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 42 25765070 MIF 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 43 25765070 CD47 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 44 25765070 COL6A6 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 45 25765070 SQSTM1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 46 25765070 FOLH1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 47 25765070 LGALS9 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 48 25765070 STK11 -15.9 0.319 0.496209316942819 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 49 25765070 COL6A3 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 50 25765070 VCAN -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 51 25765070 STC2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 52 25765070 CEMIP -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 53 25765070 GPM6A -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 54 25765070 HLA-DRB1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 55 25765070 AGRN 5.3 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 56 25765070 METTL3 -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 57 25765070 DLL3 5.3 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 58 25765070 CXCR3 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 59 25765070 NOTCH2 -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 60 25765070 ZEB1 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 61 25765070 ALOX5 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 62 25765070 DGKZ -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 63 25765070 PIK3R2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 64 25765070 FN1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 65 25765070 TERT -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 66 25765070 HSPA4 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 67 25765070 HGF -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 68 25765070 FABP4 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 69 25765070 NFX1 -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 70 25765070 ATRX -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 71 25765070 SLC6A8 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 72 25765070 PIK3CD 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 73 25765070 FASN -15.9 0.319 0.496209316942819 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 74 25765070 POU5F1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 75 25765070 SERPINE1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 76 25765070 LGALS8 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 77 25765070 PANX1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 78 25765070 IL1A 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 79 25765070 NR0B1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 80 25765070 EPHA2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 81 25765070 FOS 9.1 0.529 0.276544327964814 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 82 25765070 MYBL2 -7.6 0.602 0.220403508742175 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 83 25765070 PIK3CA 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 84 25765070 PDLIM7 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 85 25765070 GPER1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 86 25765070 KMT2C -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 87 25765070 WNT9A -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 88 25765070 COL2A1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 89 25765070 BRD4 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 90 25765070 LOX -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 91 25765070 UBR5 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 92 25765070 HAS2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 93 25765070 AR -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 94 25765070 MAP3K11 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 95 25765070 COL6A1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 96 25765070 EHMT2 -12.2 0.279 0.554395796726402 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 97 25765070 DDR1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 98 25765070 EGFR 9.1 0.529 0.276544327964814 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 99 25765070 ITGB4 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 100 25765070 CSF1R -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 101 25765070 SMARCA2 -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 102 25765070 MRGPRX3 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 103 25765070 CD276 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 104 25765070 ITGAE -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 105 25765070 IGF2R -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 106 25765070 TLR2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 107 25765070 TAPBP 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 108 25765070 PCSK9 -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 109 25765070 ITGB1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 110 25765070 SH3PXD2A -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 111 25765070 CCL17 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 112 25765070 IRF8 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 113 25765070 ROCK1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 114 25765070 IL11 0.799999999999999 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 115 25765070 CXCR4 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 116 25765070 PIKFYVE -16.7 0.118 0.928117992693875 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 117 25765070 PIK3CB -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 118 25765070 SLIT2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 119 25765070 IGFBP7 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 120 25765070 EDN1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 121 25765070 JAK2 -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 122 25765070 PTGES2 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 123 25765070 MAOA -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 124 25765070 CD93 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 125 25765070 COTL1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 126 25765070 ITGA4 -3.8 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 127 25765070 TIMP1 -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 128 25765070 IL1R2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 129 25765070 DPP4 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 130 25765070 SLC13A3 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 131 25765070 ITGA1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 132 25765070 ASCC3 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 133 25765070 PIK3CG 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 134 25765070 E2F2 9.1 0.529 0.276544327964814 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 135 25765070 ADAM12 9.1 0.529 0.276544327964814 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 136 25765070 ESR1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 137 25765070 EGFL7 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 138 25765070 YTHDF2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 139 25765070 ACTA2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 140 25765070 ESRRA 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 141 25765070 MCAM 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 142 25765070 NUDT21 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 143 25765070 LILRB1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 144 25765070 CTNNB1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 145 25765070 KDR 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 146 25765070 CXCL1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 147 25765070 TLR3 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 148 25765070 NDRG1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 149 25765070 RECQL4 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 150 25765070 NACC1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 151 25765070 PDCD1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 152 25765070 ANGPT2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 153 25765070 ARID5A 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 154 25765070 COL6A5 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 155 25765070 CD109 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 156 25765070 WNT16 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 157 25765070 ABL2 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 158 25765070 ENTPD1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 159 25765070 WNT1 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 160 25765070 CDCA4 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 161 25765070 ATR 4.5 1 0 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 162 25765070 IGF1R -8.3 0.353 0.452225294612177 dpGAP_phs000980.v1.p1. Non-small cell lung cancer Pembrolizumab 14 17 TISIDB Mut_1 163 26359337 IGF1R -11.9 0.118 0.928117992693875 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 164 26359337 MAPK1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 165 26359337 NOTCH2 4.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 166 26359337 AKT3 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 167 26359337 ANK3 -19.8 0.149 0.826813731587726 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 168 26359337 ASCC3 0.899999999999999 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 169 26359337 BACH2 -16.5 0.013 1.88605664769316 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 170 26359337 COL11A1 4.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 171 26359337 DIAPH3 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 172 26359337 EHMT2 -9.5 0.122 0.913640169325252 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 173 26359337 FNDC3B 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 174 26359337 HEY1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 175 26359337 ICAM1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 176 26359337 MMP14 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 177 26359337 POLQ -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 178 26359337 PPARGC1A 11.4 0.36 0.443697499232713 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 179 26359337 TYMS 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 180 26359337 APC -8.5 0.38 0.42021640338319 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 181 26359337 ATR -8.5 0.38 0.42021640338319 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 182 26359337 C1QC -8.4 0.184 0.735182176990464 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 183 26359337 COL6A6 -2.7 0.663 0.178486471595227 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 184 26359337 DPP4 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 185 26359337 HHLA2 -9.6 0.204 0.690369832574101 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 186 26359337 JAK2 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 187 26359337 MAP4K1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 188 26359337 KMT2C -4 0.707 0.150580586203101 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 189 26359337 NOTCH1 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 190 26359337 STAB1 4.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 191 26359337 STC2 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 192 26359337 TNC -18 0.0654 1.18442225167573 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 193 26359337 CCDC69 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 194 26359337 FOLH1 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 195 26359337 FOXO1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 196 26359337 HLA-DRB5 -11.9 0.118 0.928117992693875 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 197 26359337 PEF1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 198 26359337 RB1 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 199 26359337 SLIT2 3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 200 26359337 DGKZ 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 201 26359337 PIK3R1 -11.9 0.118 0.928117992693875 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 202 26359337 SMG1 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 203 26359337 UBA3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 204 26359337 WNT5A -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 205 26359337 YTHDF1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 206 26359337 ARHGAP10 -6.1 0.316 0.500312917381596 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 207 26359337 BMP2 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 208 26359337 HDAC9 -14.4 0.102 0.991399828238082 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 209 26359337 HSPA4 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 210 26359337 NFX1 6.8 0.586 0.232102383981909 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 211 26359337 NOS2 -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 212 26359337 NR4A1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 213 26359337 PRKACA -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 214 26359337 PTPRT 5.2 0.733 0.134896025358872 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 215 26359337 WWTR1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 216 26359337 CD86 8 0.595 0.22548303427145 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 217 26359337 CHAF1A -6.1 0.316 0.500312917381596 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 218 26359337 DDR1 8 0.595 0.22548303427145 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 219 26359337 HLA-DQA1 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 220 26359337 KEAP1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 221 26359337 LAG3 6.8 0.586 0.232102383981909 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 222 26359337 LRP1B 0.100000000000001 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 223 26359337 MTOR -10.8 0.159 0.798602875679548 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 224 26359337 MUC4 -2.7 0.663 0.178486471595227 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 225 26359337 NOTCH4 -19.2 0.0487 1.31247103878537 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 226 26359337 RGS1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 227 26359337 SHC3 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 228 26359337 TNFSF10 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 229 26359337 TP53 11.4 0.36 0.443697499232713 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 230 26359337 TRIM22 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 231 26359337 VCAN 1.8 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 232 26359337 YAP1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 233 26359337 PIK3R3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 234 26359337 SQSTM1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 235 26359337 CCR4 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 236 26359337 COL2A1 -2.7 0.663 0.178486471595227 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 237 26359337 COL6A2 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 238 26359337 EDN1 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 239 26359337 HLA-DQB1 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 240 26359337 IFNB1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 241 26359337 IL1B -13.1 0.0822 1.08512818245995 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 242 26359337 LILRB1 -3.8 0.636 0.196542884351586 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 243 26359337 SELE -7.3 0.249 0.603800652904264 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 244 26359337 SERPINE1 -9.5 0.122 0.913640169325252 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 245 26359337 UBR5 -19 0.0225 1.64781748188864 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 246 26359337 PRKG1 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 247 26359337 GNAS -19.2 0.0487 1.31247103878537 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 248 26359337 HGF -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 249 26359337 IL33 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 250 26359337 MRAP -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 251 26359337 XBP1 -11.8 0.0249 1.60380065290426 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 252 26359337 HLA-DQB2 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 253 26359337 AHR -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 254 26359337 ITGA4 2.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 255 26359337 SMAD4 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 256 26359337 ABCB1 2.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 257 26359337 ABL2 6.8 0.586 0.232102383981909 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 258 26359337 ALDH2 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 259 26359337 ARG2 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 260 26359337 ARID1A 2.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 261 26359337 ATF3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 262 26359337 ATRX 3.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 263 26359337 CASP8 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 264 26359337 CCL25 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 265 26359337 CD276 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 266 26359337 COL6A3 4.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 267 26359337 COL6A5 -10.8 0.159 0.798602875679548 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 268 26359337 CXCL10 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 269 26359337 EDNRA 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 270 26359337 EGF 2.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 271 26359337 EZH2 -7.3 0.249 0.603800652904264 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 272 26359337 FGF21 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 273 26359337 FN1 -6.1 0.316 0.500312917381596 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 274 26359337 HAVCR2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 275 26359337 HLA-DOA 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 276 26359337 IGF2R -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 277 26359337 ITGAE -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 278 26359337 KLRK1 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 279 26359337 KRT17 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 280 26359337 MKI67 -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 281 26359337 NOS3 -8.4 0.184 0.735182176990464 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 282 26359337 NT5E -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 283 26359337 PDCD1 0.899999999999999 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 284 26359337 PDHX -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 285 26359337 PFKFB3 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 286 26359337 PPARG 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 287 26359337 PRKD3 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 288 26359337 PTK2 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 289 26359337 PVR 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 290 26359337 ROS1 5.2 0.733 0.134896025358872 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 291 26359337 SMAD5 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 292 26359337 SNHG1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 293 26359337 TAP2 0.899999999999999 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 294 26359337 TERT 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 295 26359337 TLR2 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 296 26359337 VEGFA -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 297 26359337 WNT3A 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 298 26359337 ADAM12 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 299 26359337 AKT1 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 300 26359337 ALOX5 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 301 26359337 ARID5A 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 302 26359337 CD8B -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 303 26359337 CSF2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 304 26359337 CTNNB1 -11.9 0.118 0.928117992693875 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 305 26359337 CXCL13 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 306 26359337 CXCL14 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 307 26359337 CXCL5 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 308 26359337 CXCR1 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 309 26359337 CXCR2 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 310 26359337 DCLK1 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 311 26359337 DLL3 6.8 0.586 0.232102383981909 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 312 26359337 EGFR 5.5 0.688 0.162411561764489 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 313 26359337 EIF4A3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 314 26359337 EOMES 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 315 26359337 EPHA2 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 316 26359337 ERBB2 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 317 26359337 FAP -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 318 26359337 FBXW7 -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 319 26359337 FGL1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 320 26359337 FLT3LG 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 321 26359337 G3BP1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 322 26359337 GPC3 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 323 26359337 GPM6A 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 324 26359337 HLA-C -6.1 0.316 0.500312917381596 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 325 26359337 HLA-DMB -8.4 0.184 0.735182176990464 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 326 26359337 HLA-DPA1 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 327 26359337 HLA-DRA 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 328 26359337 IDO1 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 329 26359337 IFNG 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 330 26359337 IL10 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 331 26359337 IL12A -9.5 0.122 0.913640169325252 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 332 26359337 IL12B 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 333 26359337 IL1R2 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 334 26359337 IL2RA 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 335 26359337 IL7 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 336 26359337 IRF1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 337 26359337 ITGA1 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 338 26359337 ITGB3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 339 26359337 KDR -22.6 0.0156 1.80687540164554 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 340 26359337 CEMIP -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 341 26359337 KLRB1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 342 26359337 KRAS -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 343 26359337 LILRB2 -20.1 0.0126 1.89962945488244 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 344 26359337 MYCN 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 345 26359337 NES 8 0.595 0.22548303427145 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 346 26359337 NFKB1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 347 26359337 NOD1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 348 26359337 OLR1 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 349 26359337 PBX1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 350 26359337 PCSK9 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 351 26359337 PDGFRA -2.7 0.663 0.178486471595227 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 352 26359337 PFKP 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 353 26359337 PIK3CG -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 354 26359337 PIKFYVE 3.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 355 26359337 PPARA 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 356 26359337 PPP3CB -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 357 26359337 PRDM1 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 358 26359337 PTPN6 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 359 26359337 RAF1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 360 26359337 RHOA -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 361 26359337 SDC1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 362 26359337 SELP 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 363 26359337 SLC7A5 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 364 26359337 SOX2 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 365 26359337 TAPBP -7.3 0.249 0.603800652904264 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 366 26359337 TDO2 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 367 26359337 TLR3 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 368 26359337 TOX 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 369 26359337 TPPP3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 370 26359337 TSC22D1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 371 26359337 VCAM1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 372 26359337 WNT2 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 373 26359337 WNT3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 374 26359337 WNT9B 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 375 26359337 ZEB1 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 376 26359337 AGRN -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 377 26359337 FASLG -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 378 26359337 ITGB4 -6.1 0.316 0.500312917381596 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 379 26359337 PIK3CA -11.8 0.0249 1.60380065290426 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 380 26359337 RECQL4 -0.2 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 381 26359337 STAT3 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 382 26359337 ARG1 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 383 26359337 CCL21 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 384 26359337 HDAC2 -10.7 0.0675 1.17069622716898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 385 26359337 HLA-A -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 386 26359337 HLA-DMA -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 387 26359337 PTGS2 -8.4 0.184 0.735182176990464 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 388 26359337 TREX1 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 389 26359337 USP7 -7.3 0.249 0.603800652904264 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 390 26359337 WNT8A -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 391 26359337 CD4 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 392 26359337 NOTCH3 6.8 0.586 0.232102383981909 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 393 26359337 PDGFD 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 394 26359337 PIK3C3 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 395 26359337 STAT5B 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 396 26359337 FTO 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 397 26359337 OIP5 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 398 26359337 TIGIT -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 399 26359337 CD93 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 400 26359337 PF4 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 401 26359337 WNT16 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 402 26359337 CD44 -10.7 0.0675 1.17069622716898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 403 26359337 MAPK8 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 404 26359337 NFATC1 -9.5 0.122 0.913640169325252 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 405 26359337 PECAM1 -10.7 0.0675 1.17069622716898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 406 26359337 CX3CL1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 407 26359337 TIMP1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 408 26359337 TPP2 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 409 26359337 B2M 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 410 26359337 AR -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 411 26359337 CPT1A 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 412 26359337 KLRC1 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 413 26359337 IFNL3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 414 26359337 COL6A1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 415 26359337 PRF1 5.7 0.589 0.229884705212898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 416 26359337 CASP3 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 417 26359337 CXCR6 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 418 26359337 FGF2 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 419 26359337 HAS2 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 420 26359337 IFNGR1 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 421 26359337 IRAK4 -16.5 0.013 1.88605664769316 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 422 26359337 ITGB1 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 423 26359337 LDHA -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 424 26359337 LGALS9 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 425 26359337 LOX -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 426 26359337 MDM2 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 427 26359337 PDK1 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 428 26359337 PIK3C2B -9.5 0.122 0.913640169325252 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 429 26359337 PSAT1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 430 26359337 PTEN -5 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 431 26359337 ROCK1 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 432 26359337 ROCK2 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 433 26359337 SGCB -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 434 26359337 SH3PXD2A -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 435 26359337 SMARCA2 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 436 26359337 ACLY -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 437 26359337 ACOX1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 438 26359337 ADORA2A 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 439 26359337 ALKBH5 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 440 26359337 ALYREF 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 441 26359337 CALM2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 442 26359337 CCL22 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 443 26359337 CD109 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 444 26359337 DNMT3A 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 445 26359337 EBNA1BP2 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 446 26359337 ELK3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 447 26359337 FAS 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 448 26359337 FASN -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 449 26359337 HLA-DPB1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 450 26359337 HNF1A 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 451 26359337 IRAK1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 452 26359337 JAG1 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 453 26359337 KDM1A -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 454 26359337 LGALS8 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 455 26359337 MAP3K11 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 456 26359337 MMP2 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 457 26359337 MYBL2 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 458 26359337 NFE2L2 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 459 26359337 PIK3CB 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 460 26359337 PIK3R2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 461 26359337 PPT1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 462 26359337 RIPK3 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 463 26359337 SBSN 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 464 26359337 SELL 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 465 26359337 SLC6A8 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 466 26359337 SREBF2 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 467 26359337 STAT5A -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 468 26359337 STEAP4 8 0.595 0.22548303427145 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 469 26359337 SUGT1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 470 26359337 TAP1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 471 26359337 TBX21 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 472 26359337 WNT10B 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 473 26359337 BAX 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 474 26359337 CD38 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 475 26359337 CD47 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 476 26359337 GZMB -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 477 26359337 PDPN 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 478 26359337 BCL2 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 479 26359337 CAMP 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 480 26359337 CISH 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 481 26359337 POU2F1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 482 26359337 PPP3CA 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 483 26359337 ACKR3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 484 26359337 FGR 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 485 26359337 F2RL1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 486 26359337 BRD4 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 487 26359337 CD274 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 488 26359337 CSF1R -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 489 26359337 ENG -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 490 26359337 HYAL1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 491 26359337 IDH1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 492 26359337 PIGL 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 493 26359337 PRKCE 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 494 26359337 CCR2 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 495 26359337 CD244 -2.5 0.512 0.290730039024169 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 496 26359337 IL2 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 497 26359337 PPBP 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 498 26359337 ACTA1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 499 26359337 ACTA2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 500 26359337 AKT2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 501 26359337 ANGPT2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 502 26359337 BATF3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 503 26359337 C1QA 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 504 26359337 CARD9 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 505 26359337 CCL20 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 506 26359337 CX3CR1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 507 26359337 ST14 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 508 26359337 WNT6 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 509 26359337 PIK3CD 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 510 26359337 PABPC1L 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 511 26359337 CTLA4 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 512 26359337 TGFB2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 513 26359337 HIF1A 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 514 26359337 MMP9 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 515 26359337 ATG7 0 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 516 26359337 BCL2L1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 517 26359337 C1QB 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 518 26359337 CCL19 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 519 26359337 CSF1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 520 26359337 CXCL12 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 521 26359337 IRF8 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 522 26359337 MRGPRX3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 523 26359337 SLC13A3 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 524 26359337 TNF 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 525 26359337 CCL3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 526 26359337 GPER1 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 527 26359337 NFATC2 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 528 26359337 NACC1 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 529 26359337 RCAN1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 530 26359337 SLC2A1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 531 26359337 IRF4 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 532 26359337 HLA-DQA2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 533 26359337 BATF -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 534 26359337 CXCL1 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 535 26359337 FGF4 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 536 26359337 FGFR1 -17.6 0.00363 2.44009337496389 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 537 26359337 IGF1 -10.7 0.0675 1.17069622716898 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 538 26359337 LTB4R2 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 539 26359337 NBR1 -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 540 26359337 POU5F1 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 541 26359337 TFEB -4.8 0.299 0.52432881167557 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 542 26359337 TRIB3 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 543 26359337 CRTAM 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 544 26359337 CXCL8 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 545 26359337 SPP1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 546 26359337 CD80 4.5 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 547 26359337 MYC 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 548 26359337 CALM1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 549 26359337 ENTPD1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 550 26359337 STK11 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 551 26359337 UCP1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 552 26359337 YTHDF2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 553 26359337 FOXP3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 554 26359337 NDRG1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 555 26359337 PARP1 3.4 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 556 26359337 CD58 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 557 26359337 CDH1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 558 26359337 GPX2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 559 26359337 NR0B1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 560 26359337 NUDT21 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 561 26359337 SREBF1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 562 26359337 WNT2B 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 563 26359337 GABPA 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 564 26359337 CD40 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 565 26359337 HK2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 566 26359337 MCAM 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 567 26359337 TREM2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 568 26359337 E2F2 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 569 26359337 FFAR2 -3.6 0.415 0.381951903287907 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 570 26359337 MAT1A 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 571 26359337 CCL17 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 572 26359337 NOG -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 573 26359337 ITGA2 -5.9 0.162 0.790484985457369 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 574 26359337 CMC1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 575 26359337 FOLR2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 576 26359337 CALM3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 577 26359337 BGN 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 578 26359337 SHOX2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Ipilimumab 27 73 TISIDB Mut_2 579 26997480 ABCB1 -17.9 0.197 0.705533773838407 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 580 26997480 ANK3 -15.9 0.515 0.288192770958809 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 581 26997480 ARHGAP10 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 582 26997480 ATRX -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 583 26997480 CD47 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 584 26997480 COL11A1 -6.2 0.709 0.149353764816933 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 585 26997480 COL2A1 19.9 0.207 0.684029654543082 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 586 26997480 COL6A5 -21.5 0.148 0.829738284605043 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 587 26997480 COL6A6 -16.8 0.257 0.590066876668705 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 588 26997480 CXCR4 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 589 26997480 FN1 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 590 26997480 FOLH1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 591 26997480 GPM6A 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 592 26997480 HDAC9 -6.2 0.709 0.149353764816933 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 593 26997480 HHLA2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 594 26997480 HMGB1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 595 26997480 ITGA2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 596 26997480 ITGB4 8.1 0.64 0.193820026016113 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 597 26997480 KDR -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 598 26997480 KLRC1 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 599 26997480 KMT2C -13.1 0.355 0.449771646944906 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 600 26997480 LILRB1 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 601 26997480 LRP1B -5.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 602 26997480 MAT1A -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 603 26997480 MCAM 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 604 26997480 NES 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 605 26997480 NOS3 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 606 26997480 PCSK9 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 607 26997480 PGF 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 608 26997480 PIK3R1 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 609 26997480 PPARG 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 610 26997480 PTPRT -25.3 0.161 0.79317412396815 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 611 26997480 SBSN 12.8 0.307 0.512861624522813 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 612 26997480 SLIT2 -9.8 0.721 0.142064735280571 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 613 26997480 TFEB 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 614 26997480 TP53 9.2 0.678 0.168770306132937 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 615 26997480 WNT2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 616 26997480 AGRN 12.8 0.307 0.512861624522813 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 617 26997480 ANGPT2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 618 26997480 CD109 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 619 26997480 CD40 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 620 26997480 CD86 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 621 26997480 COL6A3 -11 0.476 0.322393047279507 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 622 26997480 DCLK1 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 623 26997480 EGF -13.1 0.355 0.449771646944906 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 624 26997480 EPHA2 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 625 26997480 EZH2 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 626 26997480 FGR -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 627 26997480 GNAS -8.4 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 628 26997480 HLA-DQA2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 629 26997480 IL7 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 630 26997480 ITGA4 15.1 0.426 0.370590400897281 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 631 26997480 JAG1 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 632 26997480 MTOR -23.8 0.0529 1.27654432796481 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 633 26997480 PIK3CA -2.5 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 634 26997480 PIK3CG -13.1 0.355 0.449771646944906 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 635 26997480 POLQ 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 636 26997480 POU2F1 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 637 26997480 PPARA -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 638 26997480 PPARGC1A 12.8 0.307 0.512861624522813 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 639 26997480 PTPN6 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 640 26997480 ROS1 0.799999999999997 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 641 26997480 SELE -19 0.113 0.94692155651658 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 642 26997480 SELP -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 643 26997480 TNC -13.1 0.355 0.449771646944906 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 644 26997480 VCAN -8.4 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 645 26997480 WNT5B -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 646 26997480 ACKR3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 647 26997480 AHR -19 0.113 0.94692155651658 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 648 26997480 AKT3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 649 26997480 BGN -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 650 26997480 CD38 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 651 26997480 CXCL11 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 652 26997480 DPP4 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 653 26997480 IL1A -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 654 26997480 LILRB2 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 655 26997480 MKI67 3.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 656 26997480 PRF1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 657 26997480 PTEN -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 658 26997480 SLC7A5 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 659 26997480 STAB1 -22.7 0.104 0.98296666070122 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 660 26997480 TLR2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 661 26997480 TRIM22 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 662 26997480 YTHDF2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 663 26997480 ACTA1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 664 26997480 ALKBH5 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 665 26997480 ALOX5 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 666 26997480 APC -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 667 26997480 ASCC3 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 668 26997480 ATG7 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 669 26997480 ATR 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 670 26997480 BMP2 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 671 26997480 C1QB -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 672 26997480 CARD9 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 673 26997480 COL6A1 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 674 26997480 CXCL12 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 675 26997480 CXCL13 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 676 26997480 CXCR1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 677 26997480 FTO -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 678 26997480 G3BP1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 679 26997480 HGF -13.1 0.355 0.449771646944906 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 680 26997480 IDO1 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 681 26997480 IGF1R -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 682 26997480 IL1B -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 683 26997480 IL2RA -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 684 26997480 IRF4 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 685 26997480 ITGA1 8.1 0.64 0.193820026016113 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 686 26997480 ITGB1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 687 26997480 JAK2 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 688 26997480 CEMIP -8.4 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 689 26997480 LDHA 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 690 26997480 MRGPRX3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 691 26997480 MYBL2 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 692 26997480 NFX1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 693 26997480 NOTCH3 -1.4 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 694 26997480 PABPC1L -8.4 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 695 26997480 PDGFRA -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 696 26997480 PDPN 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 697 26997480 PF4 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 698 26997480 PIK3C2B 3.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 699 26997480 PIK3C3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 700 26997480 PIK3CB -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 701 26997480 PRKG1 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 702 26997480 SELL -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 703 26997480 SHOX2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 704 26997480 SPP1 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 705 26997480 TERT -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 706 26997480 TIGIT -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 707 26997480 TLR3 -8.4 0.613 0.212539525481585 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 708 26997480 TPP2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 709 26997480 TSC22D1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 710 26997480 WNT10A -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 711 26997480 ZEB1 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 712 26997480 FABP4 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 713 26997480 SMG1 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 714 26997480 UBA3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 715 26997480 USP7 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 716 26997480 FGFR1 -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 717 26997480 IL12B -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 718 26997480 NOTCH1 -3.6 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 719 26997480 VCAM1 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 720 26997480 CTNNB1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 721 26997480 EDNRA 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 722 26997480 ESR1 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 723 26997480 FOXP3 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 724 26997480 IL1R2 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 725 26997480 MMP2 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 726 26997480 PIKFYVE 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 727 26997480 RB1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 728 26997480 TIMP1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 729 26997480 TOX 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 730 26997480 CALM2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 731 26997480 COL6A2 -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 732 26997480 CSF1R 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 733 26997480 ENG -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 734 26997480 ERBB2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 735 26997480 FASN 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 736 26997480 IGF2R 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 737 26997480 IRF8 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 738 26997480 MYOZ3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 739 26997480 PFKFB3 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 740 26997480 SREBF1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 741 26997480 CD4 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 742 26997480 COTL1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 743 26997480 MUC4 -13.1 0.355 0.449771646944906 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 744 26997480 NOS2 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 745 26997480 NOD1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 746 26997480 TBX21 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 747 26997480 SOX2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 748 26997480 DNMT3A -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 749 26997480 E2F2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 750 26997480 STEAP4 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 751 26997480 BACH2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 752 26997480 CCDC69 11.8 0.193 0.714442690992226 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 753 26997480 ENTPD1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 754 26997480 FNDC3B 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 755 26997480 HLA-DRB1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 756 26997480 ITGAE 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 757 26997480 LGALS9 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 758 26997480 MAP4K1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 759 26997480 NR0B1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 760 26997480 NR4A1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 761 26997480 OLR1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 762 26997480 PDGFD 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 763 26997480 PRKCE 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 764 26997480 PTGES2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 765 26997480 SLC13A3 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 766 26997480 TRIB3 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 767 26997480 WNT8A 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 768 26997480 ACOX1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 769 26997480 ARID1A -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 770 26997480 BHLHA15 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 771 26997480 IL13 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 772 26997480 CX3CL1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 773 26997480 EGFR 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 774 26997480 HNF1A 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 775 26997480 PBX1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 776 26997480 UBR5 2.3 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 777 26997480 WWTR1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 778 26997480 ADAM12 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 779 26997480 ARG1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 780 26997480 CD93 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 781 26997480 CSF1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 782 26997480 CXCR2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 783 26997480 IFNA1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 784 26997480 KLRK1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 785 26997480 NOTCH2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 786 26997480 ST14 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 787 26997480 STK11 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 788 26997480 TDO2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 789 26997480 SMAD4 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 790 26997480 WNT7A -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 791 26997480 C1QA 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 792 26997480 CD44 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 793 26997480 CX3CR1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 794 26997480 ELK3 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 795 26997480 IFNL3 7 0.577 0.238824186844269 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 796 26997480 NACC1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 797 26997480 WNT9A 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 798 26997480 FASLG -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 799 26997480 CD244 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 800 26997480 TUBA1B -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 801 26997480 EOMES -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 802 26997480 TGFB2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 803 26997480 CD80 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 804 26997480 CXCL5 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 805 26997480 HBEGF 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 806 26997480 IL2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 807 26997480 STAT5B 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 808 26997480 ADORA2A 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 809 26997480 PRDM1 1.1 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 810 26997480 SMARCA2 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 811 26997480 IRAK1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 812 26997480 CHAF1A -9.5 0.492 0.30803489723264 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 813 26997480 KDM1A -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 814 26997480 RAF1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 815 26997480 SREBF2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 816 26997480 PFKP -14.3 0.238 0.623423042943488 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 817 26997480 CPT1A -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 818 26997480 NFATC1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 819 26997480 IL33 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 820 26997480 WNT10B -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 821 26997480 ABL2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 822 26997480 BATF -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 823 26997480 BMI1 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 824 26997480 BRD4 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 825 26997480 DIAPH3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 826 26997480 GPC3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 827 26997480 IFNG -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 828 26997480 JUND -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 829 26997480 ROCK2 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 830 26997480 STAT3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 831 26997480 WNT16 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 832 26997480 WNT3A -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 833 26997480 ITGB3 -4.8 1 0 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 834 26997480 HYAL1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 835 26997480 IFNGR1 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 836 26997480 SHC3 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 837 26997480 B2M 5.9 0.447 0.349692476868064 dbGap_phs000452.v2.p1 Melanoma Pembrolizumab or Nivolumab 21 17 TISIDB Mut_3 838 28552987 AGRN 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 839 28552987 PPT1 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 840 28552987 PCSK9 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 841 28552987 SELP 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 842 28552987 ANK3 -14.3 0.574 0.241088107602027 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 843 28552987 WNT5B -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 844 28552987 TP53 -14.2 0.659 0.18111458540599 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 845 28552987 FASN -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 846 28552987 DLL3 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 847 28552987 AKT2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 848 28552987 LILRB1 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 849 28552987 IL1R2 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 850 28552987 NFE2L2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 851 28552987 PDCD1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 852 28552987 BMP2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 853 28552987 NFATC2 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 854 28552987 MAPK1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 855 28552987 SREBF2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 856 28552987 PIK3CB 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 857 28552987 ATR -21.5 0.247 0.607303046740334 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 858 28552987 WWTR1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 859 28552987 CD38 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 860 28552987 KDR 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 861 28552987 GPM6A -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 862 28552987 IRF1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 863 28552987 PDLIM7 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 864 28552987 NOS3 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 865 28552987 CTNNBIP1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 866 28552987 SLC2A1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 867 28552987 RGS1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 868 28552987 PRF1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 869 28552987 MAP3K11 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 870 28552987 CPT1A -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 871 28552987 PDGFD 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 872 28552987 FOXO1 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 873 28552987 MMP2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 874 28552987 ACLY -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 875 28552987 STAT5B -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 876 28552987 STAT3 -21.5 0.247 0.607303046740334 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 877 28552987 SBSN -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 878 28552987 TGFB1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 879 28552987 FAP -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 880 28552987 WNT6 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 881 28552987 WNT10A -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 882 28552987 PTPRT -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 883 28552987 COL6A1 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 884 28552987 COL6A2 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 885 28552987 PPARG -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 886 28552987 WNT5A -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 887 28552987 TERT -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 888 28552987 SQSTM1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 889 28552987 DDR1 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 890 28552987 PIK3CG -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 891 28552987 KMT2C -57.1 0.0237 1.6252516539899 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 892 28552987 ENG -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 893 28552987 AR -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 894 28552987 ARID1A 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 895 28552987 NOTCH3 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 896 28552987 SLIT2 21.4 0.521 0.283162276700476 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 897 28552987 FOLH1 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 898 28552987 FGF4 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 899 28552987 ESR1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 900 28552987 PTK2 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 901 28552987 NOTCH2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 902 28552987 ABL2 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 903 28552987 TGFB2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 904 28552987 ZEB1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 905 28552987 COL2A1 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 906 28552987 BATF -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 907 28552987 CDH1 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 908 28552987 SREBF1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 909 28552987 WNT3 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 910 28552987 ROCK2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 911 28552987 LRP1B -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 912 28552987 STAT1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 913 28552987 PABPC1L -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 914 28552987 CD40 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 915 28552987 SLC13A3 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 916 28552987 WNT7A -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 917 28552987 FNDC3B -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 918 28552987 PIK3CA -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 919 28552987 FBXW7 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 920 28552987 EDN1 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 921 28552987 EHMT2 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 922 28552987 CD109 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 923 28552987 IGF2R -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 924 28552987 EGFR -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 925 28552987 WNT2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 926 28552987 NFX1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 927 28552987 MAOA -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 928 28552987 SLC6A8 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 929 28552987 E2F2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 930 28552987 MMP14 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 931 28552987 ICAM1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 932 28552987 FN1 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 933 28552987 ONECUT3 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 934 28552987 CD8A -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 935 28552987 PFKFB3 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 936 28552987 PIK3CD 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 937 28552987 WNT4 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 938 28552987 FGR 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 939 28552987 CD244 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 940 28552987 BATF3 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 941 28552987 PARP1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 942 28552987 ESRRA 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 943 28552987 CRTAM 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 944 28552987 WNT10B 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 945 28552987 TSC22D1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 946 28552987 PRMT5 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 947 28552987 ARG2 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 948 28552987 PGF 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 949 28552987 SPINT1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 950 28552987 OIP5 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 951 28552987 SMG1 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 952 28552987 FTO 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 953 28552987 TBX21 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 954 28552987 ITGB4 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 955 28552987 ACOX1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 956 28552987 JUND 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 957 28552987 DNMT3A 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 958 28552987 ITGA4 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 959 28552987 COL6A3 21.4 0.521 0.283162276700476 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 960 28552987 GABPA 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 961 28552987 ATG7 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 962 28552987 CTNNB1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 963 28552987 STAB1 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 964 28552987 MUC4 21.4 0.521 0.283162276700476 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 965 28552987 IGFBP7 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 966 28552987 NFKB1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 967 28552987 EGF 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 968 28552987 VCAN 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 969 28552987 HLA-DQB2 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 970 28552987 NT5E -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 971 28552987 ASCC3 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 972 28552987 UBR5 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 973 28552987 ATRX 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 974 28552987 XCL1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 975 28552987 WNT9A 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 976 28552987 WNT11 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 977 28552987 ST14 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 978 28552987 NR4A1 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 979 28552987 DCLK1 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 980 28552987 NFATC1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 981 28552987 BRD4 21.4 0.521 0.283162276700476 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 982 28552987 IFNL3 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 983 28552987 LILRB2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 984 28552987 IL1A 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 985 28552987 PRDM1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 986 28552987 FGFR1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 987 28552987 NOTCH1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 988 28552987 PBX1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 989 28552987 PFKP 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 990 28552987 ERBB2 21.4 0.521 0.283162276700476 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 991 28552987 NBR1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 992 28552987 PIKFYVE 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 993 28552987 COL6A5 21.4 0.521 0.283162276700476 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 994 28552987 FGF2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 995 28552987 MAPK14 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 996 28552987 C1QA -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 997 28552987 DGKZ -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 998 28552987 RB1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 999 28552987 STAT5A -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1000 28552987 ROCK1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1001 28552987 COL6A6 -7.2 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1002 28552987 NOTCH4 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1003 28552987 FGL1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1004 28552987 METTL3 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1005 28552987 PRKCE 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1006 28552987 SGCB 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1007 28552987 VEGFA 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1008 28552987 COL11A1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1009 28552987 KLRC1 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1010 28552987 ALKBH5 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1011 28552987 CASP8 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1012 28552987 EDNRA 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1013 28552987 ARHGAP10 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1014 28552987 HLA-C 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1015 28552987 IFNGR1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1016 28552987 FOXP3 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1017 28552987 GPC3 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1018 28552987 BSG 14.3 0.533 0.273272790973428 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1019 28552987 KEAP1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1020 28552987 CD8B 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1021 28552987 TOX 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1022 28552987 SUGT1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1023 28552987 VCAM1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1024 28552987 ADAM12 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1025 28552987 CD4 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1026 28552987 PPARGC1A 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1027 28552987 IL2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1028 28552987 C1QC 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1029 28552987 HNF1A 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1030 28552987 CHAF1A 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1031 28552987 TRIB3 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1032 28552987 RAF1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1033 28552987 POLQ 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1034 28552987 PIK3R1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1035 28552987 IGF1R 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1036 28552987 APC 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1037 28552987 ADA -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1038 28552987 ITGA1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1039 28552987 PSMB9 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1040 28552987 TAP1 -28.6 0.1 1 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1041 28552987 ARG1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1042 28552987 MTOR -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1043 28552987 CALM1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1044 28552987 CEMIP -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1045 28552987 ITGB3 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1046 28552987 CALM2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1047 28552987 HDAC2 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1048 28552987 ROS1 -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1049 28552987 IL12A -14.3 0.333 0.47755576649368 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1050 28552987 KDM1A 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1051 28552987 CXCR5 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1052 28552987 ITGAE 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1053 28552987 ICAM2 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1054 28552987 ID4 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1055 28552987 ANGPT2 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1056 28552987 BACH2 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1057 28552987 ENTPD1 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1058 28552987 PDGFRA 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1059 28552987 PIK3C2B 7.1 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1060 28552987 SELL 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1061 28552987 SELE 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1062 28552987 PRKG1 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1063 28552987 GNAS 0 1 0 doi.org/10.5281/zenodo.546110. Urothelial cancer Atezolizumab 9 16 TISIDB Mut_4 1064 29033130 MUC4 -12.7 0.381 0.419075024324381 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1065 29033130 VCAN -12 0.338 0.471083299722345 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1066 29033130 HLA-DRB1 -16 0.0761 1.11861534322943 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1067 29033130 NR0B1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1068 29033130 COL11A1 -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1069 29033130 MMP2 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1070 29033130 PRMT1 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1071 29033130 JAG1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1072 29033130 COL6A2 1.3 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1073 29033130 HHLA2 -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1074 29033130 COL6A5 -14.7 0.221 0.655607726314889 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1075 29033130 PDLIM7 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1076 29033130 KRAS 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1077 29033130 ARID1A -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1078 29033130 ANK3 -20 0.17 0.769551078621726 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1079 29033130 COL2A1 -8 0.42 0.3767507096021 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1080 29033130 TSC22D1 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1081 29033130 CDCA4 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1082 29033130 SMG1 -0.7 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1083 29033130 PRKCE -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1084 29033130 COL6A3 6.7 0.717 0.1444808443322 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1085 29033130 GNAS -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1086 29033130 EGF -5.3 0.615 0.211124884224583 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1087 29033130 CSF1R 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1088 29033130 CCDC69 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1089 29033130 HLA-DPB1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1090 29033130 AGRN -8 0.42 0.3767507096021 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1091 29033130 NOTCH3 -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1092 29033130 GPC3 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1093 29033130 DPP4 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1094 29033130 PTPRT -25.3 0.025 1.60205999132796 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1095 29033130 COL6A6 -12 0.338 0.471083299722345 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1096 29033130 E2F2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1097 29033130 PRKG1 -20 0.0104 1.98296666070122 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1098 29033130 TBX21 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1099 29033130 LRP1B -18.7 0.214 0.669586226650809 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1100 29033130 RHOA -20 0.0104 1.98296666070122 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1101 29033130 PIK3CA -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1102 29033130 PTGS2 0 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1103 29033130 HIF1A 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1104 29033130 AKT1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1105 29033130 TP53 -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1106 29033130 CCL4 0 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1107 29033130 SREBF2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1108 29033130 CD86 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1109 29033130 SPP1 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1110 29033130 ITGA1 -29.3 0.00565 2.24795155218056 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1111 29033130 HLA-DOB 0 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1112 29033130 MAPK14 0 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1113 29033130 ROS1 -32 0.00719 2.14327110961712 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1114 29033130 HDAC9 -5.3 0.615 0.211124884224583 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1115 29033130 TOX -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1116 29033130 NFIL3 0 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1117 29033130 MTOR 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1118 29033130 DIAPH3 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1119 29033130 STAB1 -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1120 29033130 HLA-DQB2 -0.7 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1121 29033130 APC -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1122 29033130 CPT1A 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1123 29033130 CSF2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1124 29033130 HLA-A 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1125 29033130 HLA-DQB1 10 0.582 0.235077015350112 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1126 29033130 NOTCH2 -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1127 29033130 MDM2 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1128 29033130 LILRB2 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1129 29033130 SLIT2 -27.3 0.0129 1.88941028970075 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1130 29033130 PDGFRA -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1131 29033130 HAVCR2 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1132 29033130 PIK3CG -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1133 29033130 NOS3 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1134 29033130 POLQ -12 0.338 0.471083299722345 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1135 29033130 FBXW7 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1136 29033130 IL12B -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1137 29033130 DDR1 -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1138 29033130 VCAM1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1139 29033130 SELP -5.3 0.615 0.211124884224583 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1140 29033130 ALOX5 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1141 29033130 MAP4K1 1.3 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1142 29033130 PRKD3 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1143 29033130 PPARG -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1144 29033130 HLA-DRB5 3.3 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1145 29033130 ADAM12 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1146 29033130 HK2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1147 29033130 GABPA -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1148 29033130 HYAL2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1149 29033130 PBX1 -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1150 29033130 LGALS3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1151 29033130 CHAF1A -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1152 29033130 TLR3 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1153 29033130 IL6 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1154 29033130 IDO1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1155 29033130 ITGAE -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1156 29033130 CX3CR1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1157 29033130 NOTCH4 -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1158 29033130 PDCD1LG2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1159 29033130 TNC -20.7 0.0441 1.35556141053216 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1160 29033130 ATRX 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1161 29033130 PIK3C2B -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1162 29033130 PFKP -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1163 29033130 IGF1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1164 29033130 CCR2 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1165 29033130 FFAR2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1166 29033130 HAS2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1167 29033130 PDPN 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1168 29033130 EPHA2 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1169 29033130 MAP3K11 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1170 29033130 IDH2 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1171 29033130 IL1B 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1172 29033130 TNFSF10 -7.3 0.325 0.488116639021126 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1173 29033130 KMT2C 1.3 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1174 29033130 ANGPT2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1175 29033130 MCAM -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1176 29033130 ALDH2 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1177 29033130 IRF8 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1178 29033130 CASP8 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1179 29033130 EDNRA -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1180 29033130 HLA-DQA2 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1181 29033130 NT5E -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1182 29033130 ASCC3 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1183 29033130 EGFR -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1184 29033130 SHC3 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1185 29033130 MAOA -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1186 29033130 PGK1 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1187 29033130 ESRRA 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1188 29033130 YAP1 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1189 29033130 FOXO1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1190 29033130 LILRB1 -0.7 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1191 29033130 UBA3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1192 29033130 PEF1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1193 29033130 SELE -0.7 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1194 29033130 PTEN -0.7 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1195 29033130 ST14 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1196 29033130 FASN -9.3 0.226 0.645891560852599 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1197 29033130 PTK2 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1198 29033130 CTNNB1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1199 29033130 KDM1A -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1200 29033130 FGR -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1201 29033130 PCSK9 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1202 29033130 SELL -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1203 29033130 PARP1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1204 29033130 CXCL12 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1205 29033130 SH3PXD2A -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1206 29033130 MKI67 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1207 29033130 CD44 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1208 29033130 FGF4 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1209 29033130 FOLR2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1210 29033130 WNT11 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1211 29033130 LAG3 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1212 29033130 PTPN6 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1213 29033130 IRAK4 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1214 29033130 TUBA1B -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1215 29033130 DCLK1 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1216 29033130 GZMB -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1217 29033130 CEMIP -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1218 29033130 IGF1R -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1219 29033130 USP7 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1220 29033130 CCL22 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1221 29033130 ERBB2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1222 29033130 KRT17 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1223 29033130 ACLY -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1224 29033130 NBR1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1225 29033130 ITGB4 -18 0.0356 1.44855000202712 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1226 29033130 ROCK1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1227 29033130 PIK3C3 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1228 29033130 ICAM1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1229 29033130 SBSN -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1230 29033130 DNMT3A -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1231 29033130 ITGA4 -0.7 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1232 29033130 CXCR2 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1233 29033130 PDCD1 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1234 29033130 CD93 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1235 29033130 MRAP -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1236 29033130 COL6A1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1237 29033130 ATG7 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1238 29033130 CXCR6 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1239 29033130 CAMP -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1240 29033130 TIGIT -20 0.0104 1.98296666070122 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1241 29033130 PIK3CB -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1242 29033130 SHOX2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1243 29033130 PPARGC1A -20 0.0104 1.98296666070122 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1244 29033130 KDR -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1245 29033130 UCP1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1246 29033130 TLR2 -13.3 0.0505 1.29670862188134 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1247 29033130 GPM6A -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1248 29033130 IL13 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1249 29033130 HSPA4 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1250 29033130 PPP2CA -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1251 29033130 STC2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1252 29033130 EDN1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1253 29033130 EHMT2 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1254 29033130 HLA-DRA -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1255 29033130 TAP2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1256 29033130 TAP1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1257 29033130 CD109 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1258 29033130 ESR1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1259 29033130 AHR -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1260 29033130 HGF -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1261 29033130 ABCB1 -5.3 0.615 0.211124884224583 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1262 29033130 FGFR1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1263 29033130 RECQL4 -11.3 0.131 0.882728704344236 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1264 29033130 JAK2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1265 29033130 NOTCH1 3.3 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1266 29033130 AR -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1267 29033130 IRAK1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1268 29033130 DGKZ -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1269 29033130 RB1 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1270 29033130 CALM1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1271 29033130 WNT9B 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1272 29033130 NACC1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1273 29033130 IL1A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1274 29033130 FN1 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1275 29033130 WNT8A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1276 29033130 G3BP1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1277 29033130 UBR5 6 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1278 29033130 FOXP3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1279 29033130 BATF 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1280 29033130 SLC13A3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1281 29033130 CARD9 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1282 29033130 C1QC 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1283 29033130 WNT3A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1284 29033130 PRF1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1285 29033130 FOLH1 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1286 29033130 WNT10B 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1287 29033130 RIPK3 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1288 29033130 SLC7A5 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1289 29033130 NFATC1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1290 29033130 BMP2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1291 29033130 MMP9 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1292 29033130 C1QB 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1293 29033130 CD244 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1294 29033130 TRIM22 -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1295 29033130 MRGPRX3 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1296 29033130 OLR1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1297 29033130 WNT1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1298 29033130 TPP2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1299 29033130 FOS 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1300 29033130 FTO 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1301 29033130 STAT5A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1302 29033130 ICAM2 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1303 29033130 KISS1R 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1304 29033130 CCL25 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1305 29033130 ROCK2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1306 29033130 CD8B 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1307 29033130 ARID5A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1308 29033130 STAT1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1309 29033130 MYBL2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1310 29033130 ADA 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1311 29033130 PABPC1L 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1312 29033130 NFATC2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1313 29033130 EOMES -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1314 29033130 WNT5A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1315 29033130 SGCB 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1316 29033130 NFKB1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1317 29033130 TERT 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1318 29033130 IRF4 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1319 29033130 VEGFA 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1320 29033130 NOD1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1321 29033130 EZH2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1322 29033130 NFX1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1323 29033130 CDCA8 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1324 29033130 HNF1A -2.7 0.551 0.258848401148215 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1325 29033130 FGF21 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1326 29033130 CTLA4 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1327 29033130 WNT7A -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1328 29033130 ITGA2 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1329 29033130 IGF2R -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1330 29033130 TGFB2 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1331 29033130 ENTPD1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1332 29033130 SNHG1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1333 29033130 SPINT1 -4.7 0.411 0.386158178123931 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1334 29033130 SREBF1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1335 29033130 CD8A -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1336 29033130 ARHGAP10 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1337 29033130 POU5F1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1338 29033130 GPX2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1339 29033130 FGF2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1340 29033130 HLA-B 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1341 29033130 CXCR5 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1342 29033130 ONECUT3 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1343 29033130 CXCL9 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1344 29033130 PIK3CD 0 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1345 29033130 BACH2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1346 29033130 TREM2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1347 29033130 ZEB1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1348 29033130 PIK3R2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1349 29033130 FAP 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1350 29033130 TRIB3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1351 29033130 PRDM1 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1352 29033130 EBNA1BP2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1353 29033130 NES 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1354 29033130 PIKFYVE 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1355 29033130 CXCL10 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1356 29033130 IL2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1357 29033130 IDH1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1358 29033130 MAT1A 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1359 29033130 IFNGR1 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1360 29033130 SMARCA2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1361 29033130 CXCR3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1362 29033130 FASLG 4 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1363 29033130 NOS2 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1364 29033130 NOG 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1365 29033130 BSG 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1366 29033130 ATR 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1367 29033130 EIF4A3 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1368 29033130 IL15 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1369 29033130 IFNG 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1370 29033130 FNDC3B 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1371 29033130 PPP3CA 2 1 0 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1372 29033130 PPT1 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1373 29033130 WNT5B -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1374 29033130 CD47 -6.7 0.231 0.636388020107856 Bristol-Myers Squibb Melanoma Nivolumab 38 27 TISIDB Mut_5 1375 29301960 SPP1 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1376 29301960 IGF2R -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1377 29301960 EPHA2 -10.7 0.365 0.437707135543525 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1378 29301960 NOTCH1 -10.7 0.365 0.437707135543525 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1379 29301960 PTK2 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1380 29301960 NOTCH4 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1381 29301960 PRKG1 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1382 29301960 VEGFA 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1383 29301960 LRP1B 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1384 29301960 LILRB1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1385 29301960 MTOR -3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1386 29301960 MRGPRX3 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1387 29301960 ARID5A 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1388 29301960 UBR5 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1389 29301960 MYCN -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1390 29301960 KDR -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1391 29301960 ATG7 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1392 29301960 BCL2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1393 29301960 PANX1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1394 29301960 KMT2C 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1395 29301960 GPC3 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1396 29301960 SQSTM1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1397 29301960 AKT2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1398 29301960 PTEN -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1399 29301960 TNC -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1400 29301960 ANK3 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1401 29301960 RB1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1402 29301960 POLQ 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1403 29301960 MUC4 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1404 29301960 ITGB4 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1405 29301960 WNT9A 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1406 29301960 FN1 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1407 29301960 ITGB1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1408 29301960 MMP2 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1409 29301960 TAP1 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1410 29301960 HIF1A 10.7 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1411 29301960 ASCC3 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1412 29301960 ST14 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1413 29301960 JAG1 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1414 29301960 WNT2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1415 29301960 HDAC9 -3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1416 29301960 EZH2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1417 29301960 SPINT1 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1418 29301960 FASN -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1419 29301960 ANGPT2 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1420 29301960 PBX1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1421 29301960 EGF 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1422 29301960 CD8B 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1423 29301960 CPT1A 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1424 29301960 ITGB3 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1425 29301960 ABCB1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1426 29301960 IRF8 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1427 29301960 WNT10A 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1428 29301960 SMAD5 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1429 29301960 PIK3CD 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1430 29301960 PIK3R2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1431 29301960 MMP9 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1432 29301960 ITGA1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1433 29301960 SMARCA2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1434 29301960 AHR -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1435 29301960 CXCR3 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1436 29301960 TP53 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1437 29301960 CASP3 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1438 29301960 CISH 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1439 29301960 SREBF2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1440 29301960 POU2F1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1441 29301960 ACTA1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1442 29301960 NFATC2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1443 29301960 C1QC 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1444 29301960 ROCK1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1445 29301960 FOXP3 7.1 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1446 29301960 PIK3CG 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1447 29301960 DNMT3A 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1448 29301960 MAP4K1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1449 29301960 PARP1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1450 29301960 RGS1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1451 29301960 COL6A2 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1452 29301960 IL12B 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1453 29301960 SMAD4 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1454 29301960 PIKFYVE 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1455 29301960 DPP4 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1456 29301960 ROS1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1457 29301960 XBP1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1458 29301960 TNFSF10 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1459 29301960 ATR 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1460 29301960 TIMP1 -14.3 0.2 0.698970004336019 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1461 29301960 IRAK4 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1462 29301960 IGF1R 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1463 29301960 IDO1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1464 29301960 WNT5B 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1465 29301960 DDR1 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6 1466 29301960 PIK3CA 3.6 1 0 dbGap_phs001493.v1.p1 Clear cell renal cell carcinoma Nivolumab 11 13 TISIDB Mut_6