# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 CD8B CD8B CD8B 8 0.899 0.04 YES 2 CTLA4 CTLA4 CTLA4 28 0.806 0.0752 YES 3 CD8A CD8A CD8A 63 0.732 0.106 YES 4 PIK3CG PIK3CG PIK3CG 75 0.715 0.138 YES 5 ICOS ICOS ICOS 111 0.68 0.166 YES 6 IFNG IFNG IFNG 118 0.669 0.196 YES 7 IL10 IL10 IL10 129 0.663 0.225 YES 8 LCK LCK LCK 140 0.657 0.254 YES 9 ITK ITK ITK 211 0.611 0.278 YES 10 PTPRC PTPRC PTPRC 304 0.565 0.298 YES 11 CD247 CD247 CD247 321 0.558 0.322 YES 12 CD3E CD3E CD3E 326 0.556 0.347 YES 13 CD28 CD28 CD28 328 0.555 0.372 YES 14 RASGRP1 RASGRP1 RASGRP1 366 0.544 0.395 YES 15 PIK3R5 PIK3R5 PIK3R5 466 0.512 0.412 YES 16 GRAP2 GRAP2 GRAP2 565 0.487 0.428 YES 17 ZAP70 ZAP70 ZAP70 647 0.47 0.445 YES 18 CD3D CD3D CD3D 807 0.437 0.456 YES 19 PIK3CD PIK3CD PIK3CD 895 0.424 0.47 YES 20 IL2 IL2 IL2 926 0.416 0.487 YES 21 CD3G CD3G CD3G 980 0.409 0.503 YES 22 CD40LG CD40LG CD40LG 1073 0.395 0.515 YES 23 FYN FYN FYN 1142 0.384 0.529 YES 24 CARD11 CARD11 CARD11 1458 0.345 0.527 YES 25 LCP2 LCP2 LCP2 1525 0.339 0.538 YES 26 PDCD1 PDCD1 PDCD1 1616 0.327 0.548 YES 27 TEC TEC TEC 1732 0.316 0.556 YES 28 PDK1 PDK1 PDK1 1770 0.312 0.568 YES 29 VAV1 VAV1 VAV1 1856 0.303 0.577 YES 30 CSF2 CSF2 CSF2 1900 0.298 0.588 YES 31 CD4 CD4 CD4 2066 0.282 0.591 YES 32 PRKCQ PRKCQ PRKCQ 2301 0.262 0.59 YES 33 CHP2 CHP2 CHP2 2408 0.253 0.596 YES 34 LAT LAT LAT 2562 0.243 0.598 YES 35 TNF TNF TNF 2602 0.24 0.607 YES 36 MAP3K8 MAP3K8 MAP3K8 2838 0.222 0.603 NO 37 PPP3CA PPP3CA PPP3CA 3201 0.198 0.592 NO 38 NFATC2 NFATC2 NFATC2 3669 0.172 0.574 NO 39 NFATC4 NFATC4 NFATC4 3671 0.172 0.582 NO 40 CBLB CBLB CBLB 3978 0.155 0.572 NO 41 NCK1 NCK1 NCK1 4220 0.145 0.565 NO 42 PIK3R3 PIK3R3 PIK3R3 4370 0.139 0.563 NO 43 MAP3K7 MAP3K7 MAP3K7 4605 0.13 0.556 NO 44 PIK3CA PIK3CA PIK3CA 4897 0.118 0.545 NO 45 FOS FOS FOS 5125 0.11 0.537 NO 46 AKT3 AKT3 AKT3 5193 0.108 0.538 NO 47 PLCG1 PLCG1 PLCG1 5209 0.107 0.542 NO 48 MAP2K1 MAP2K1 MAP2K1 5241 0.106 0.545 NO 49 PTPN6 PTPN6 PTPN6 5429 0.101 0.54 NO 50 BCL10 BCL10 BCL10 5679 0.0935 0.53 NO 51 SOS1 SOS1 SOS1 5817 0.0897 0.526 NO 52 MAPK3 MAPK3 MAPK3 5820 0.0895 0.53 NO 53 PAK2 PAK2 PAK2 6231 0.0793 0.511 NO 54 KRAS KRAS KRAS 6308 0.0773 0.51 NO 55 VAV2 VAV2 VAV2 6458 0.0738 0.505 NO 56 PIK3CB PIK3CB PIK3CB 6609 0.0707 0.5 NO 57 CBL CBL CBL 6627 0.0704 0.502 NO 58 IKBKB IKBKB IKBKB 6705 0.0687 0.501 NO 59 RHOA RHOA RHOA 6847 0.0655 0.496 NO 60 PPP3CC PPP3CC PPP3CC 6948 0.0638 0.494 NO 61 MAP3K14 MAP3K14 MAP3K14 7079 0.0614 0.489 NO 62 NFAT5 NFAT5 NFAT5 7361 0.0557 0.476 NO 63 NFATC3 NFATC3 NFATC3 7632 0.0513 0.463 NO 64 PPP3R1 PPP3R1 PPP3R1 7745 0.049 0.459 NO 65 NFKBIE NFKBIE NFKBIE 7821 0.0478 0.457 NO 66 GSK3B GSK3B GSK3B 8056 0.0432 0.446 NO 67 RAF1 RAF1 RAF1 8071 0.0427 0.447 NO 68 CDC42 CDC42 CDC42 8081 0.0426 0.449 NO 69 NFKB1 NFKB1 NFKB1 8321 0.0388 0.437 NO 70 CDK4 CDK4 CDK4 8334 0.0385 0.438 NO 71 DLG1 DLG1 DLG1 8497 0.036 0.431 NO 72 IKBKG IKBKG IKBKG 8583 0.0348 0.428 NO 73 PPP3CB PPP3CB PPP3CB 8804 0.031 0.417 NO 74 GRB2 GRB2 GRB2 8881 0.0298 0.414 NO 75 PAK1 PAK1 PAK1 8904 0.0295 0.414 NO 76 MAPK1 MAPK1 MAPK1 9347 0.0227 0.391 NO 77 NFKBIB NFKBIB NFKBIB 9379 0.0222 0.39 NO 78 CHUK CHUK CHUK 9445 0.021 0.387 NO 79 NFKBIA NFKBIA NFKBIA 9478 0.0204 0.386 NO 80 NFATC1 NFATC1 NFATC1 9479 0.0204 0.387 NO 81 AKT1 AKT1 AKT1 9715 0.0169 0.375 NO 82 RELA RELA RELA 10068 0.0114 0.356 NO 83 MAPK9 MAPK9 MAPK9 10743 0.00145 0.319 NO 84 MAP2K2 MAP2K2 MAP2K2 10978 -0.0024 0.306 NO 85 MALT1 MALT1 MALT1 11187 -0.00581 0.295 NO 86 JUN JUN JUN 11328 -0.00838 0.287 NO 87 PAK3 PAK3 PAK3 11333 -0.00845 0.287 NO 88 AKT2 AKT2 AKT2 11585 -0.0123 0.274 NO 89 SOS2 SOS2 SOS2 12019 -0.019 0.251 NO 90 MAPK14 MAPK14 MAPK14 12581 -0.0287 0.221 NO 91 PIK3R2 PIK3R2 PIK3R2 12661 -0.03 0.218 NO 92 MAP2K7 MAP2K7 MAP2K7 12749 -0.0314 0.214 NO 93 PAK4 PAK4 PAK4 13787 -0.0523 0.159 NO 94 CHP CHP CHP 14055 -0.0591 0.147 NO 95 MAPK11 MAPK11 MAPK11 14282 -0.0654 0.137 NO 96 NRAS NRAS NRAS 14613 -0.0744 0.122 NO 97 PIK3R1 PIK3R1 PIK3R1 14733 -0.0783 0.119 NO 98 NCK2 NCK2 NCK2 15315 -0.102 0.0917 NO 99 MAPK13 MAPK13 MAPK13 16126 -0.147 0.0533 NO 100 VAV3 VAV3 VAV3 16601 -0.183 0.0352 NO 101 CBLC CBLC CBLC 16625 -0.185 0.0423 NO 102 MAPK12 MAPK12 MAPK12 17332 -0.278 0.0156 NO 103 PAK6 PAK6 PAK6 17364 -0.285 0.0267 NO 104 PAK7 PAK7 PAK7 17562 -0.331 0.0306 NO