# GENE SYMBOL DESC LIST LOC S2N RES CORE_ENRICHMENT 1 IFNG IFNG IFNG 46 0.897 0.031 YES 2 ICOS ICOS ICOS 56 0.88 0.0634 YES 3 CD40LG CD40LG CD40LG 81 0.839 0.0933 YES 4 CTLA4 CTLA4 CTLA4 89 0.828 0.124 YES 5 ITK ITK ITK 98 0.818 0.154 YES 6 ZAP70 ZAP70 ZAP70 153 0.757 0.179 YES 7 CD3E CD3E CD3E 155 0.753 0.207 YES 8 PDCD1 PDCD1 PDCD1 171 0.743 0.234 YES 9 PIK3CG PIK3CG PIK3CG 174 0.742 0.262 YES 10 CD28 CD28 CD28 190 0.729 0.288 YES 11 TNF TNF TNF 196 0.725 0.315 YES 12 CD8A CD8A CD8A 215 0.705 0.34 YES 13 LCK LCK LCK 216 0.705 0.367 YES 14 IL2 IL2 IL2 228 0.699 0.392 YES 15 CD247 CD247 CD247 269 0.676 0.415 YES 16 PTPRC PTPRC PTPRC 311 0.66 0.438 YES 17 CD8B CD8B CD8B 328 0.652 0.461 YES 18 GRAP2 GRAP2 GRAP2 338 0.647 0.485 YES 19 IL10 IL10 IL10 353 0.639 0.508 YES 20 CD3G CD3G CD3G 360 0.637 0.531 YES 21 RASGRP1 RASGRP1 RASGRP1 366 0.634 0.555 YES 22 CD3D CD3D CD3D 504 0.574 0.568 YES 23 PIK3R5 PIK3R5 PIK3R5 568 0.552 0.586 YES 24 PIK3CD PIK3CD PIK3CD 604 0.542 0.604 YES 25 VAV1 VAV1 VAV1 622 0.535 0.623 YES 26 PRKCQ PRKCQ PRKCQ 807 0.485 0.631 YES 27 CARD11 CARD11 CARD11 991 0.445 0.637 YES 28 LCP2 LCP2 LCP2 1063 0.433 0.649 YES 29 LAT LAT LAT 1293 0.395 0.651 YES 30 CD4 CD4 CD4 1566 0.352 0.649 YES 31 MAP3K8 MAP3K8 MAP3K8 1868 0.315 0.645 YES 32 TEC TEC TEC 1938 0.307 0.652 YES 33 MAP3K14 MAP3K14 MAP3K14 2220 0.274 0.647 YES 34 NFATC2 NFATC2 NFATC2 2233 0.273 0.656 YES 35 FYN FYN FYN 2329 0.263 0.661 YES 36 PIK3R3 PIK3R3 PIK3R3 2404 0.257 0.666 YES 37 NFATC1 NFATC1 NFATC1 2925 0.213 0.645 NO 38 PTPN6 PTPN6 PTPN6 3411 0.183 0.625 NO 39 PPP3CC PPP3CC PPP3CC 3686 0.167 0.616 NO 40 IKBKB IKBKB IKBKB 4144 0.145 0.596 NO 41 PDK1 PDK1 PDK1 4328 0.138 0.591 NO 42 AKT3 AKT3 AKT3 4602 0.127 0.581 NO 43 SOS1 SOS1 SOS1 4921 0.115 0.567 NO 44 PLCG1 PLCG1 PLCG1 5006 0.111 0.567 NO 45 NCK1 NCK1 NCK1 5080 0.109 0.567 NO 46 BCL10 BCL10 BCL10 5448 0.0971 0.55 NO 47 MAP3K7 MAP3K7 MAP3K7 5552 0.0941 0.548 NO 48 VAV3 VAV3 VAV3 5867 0.0862 0.534 NO 49 CBLB CBLB CBLB 5911 0.0852 0.535 NO 50 NFKBIA NFKBIA NFKBIA 6092 0.081 0.528 NO 51 CBL CBL CBL 6102 0.0807 0.53 NO 52 MALT1 MALT1 MALT1 6423 0.0729 0.515 NO 53 NFKBIE NFKBIE NFKBIE 6622 0.0683 0.507 NO 54 NFATC4 NFATC4 NFATC4 6734 0.066 0.503 NO 55 NFKB1 NFKB1 NFKB1 6992 0.0609 0.491 NO 56 AKT2 AKT2 AKT2 7055 0.0595 0.49 NO 57 MAP2K1 MAP2K1 MAP2K1 7117 0.0582 0.488 NO 58 MAPK9 MAPK9 MAPK9 7132 0.0578 0.49 NO 59 IKBKG IKBKG IKBKG 7261 0.0547 0.485 NO 60 VAV2 VAV2 VAV2 7674 0.047 0.464 NO 61 GRB2 GRB2 GRB2 7701 0.0463 0.464 NO 62 MAP2K7 MAP2K7 MAP2K7 7959 0.0411 0.451 NO 63 NFATC3 NFATC3 NFATC3 7964 0.041 0.453 NO 64 GSK3B GSK3B GSK3B 8088 0.0391 0.447 NO 65 PIK3CA PIK3CA PIK3CA 8332 0.0347 0.435 NO 66 CHUK CHUK CHUK 8406 0.0334 0.432 NO 67 MAPK11 MAPK11 MAPK11 8426 0.0332 0.432 NO 68 PIK3CB PIK3CB PIK3CB 8488 0.0324 0.43 NO 69 PAK2 PAK2 PAK2 8657 0.0295 0.422 NO 70 RAF1 RAF1 RAF1 8847 0.0265 0.412 NO 71 NFAT5 NFAT5 NFAT5 9038 0.0233 0.403 NO 72 MAPK13 MAPK13 MAPK13 9063 0.023 0.402 NO 73 PAK7 PAK7 PAK7 9232 0.0201 0.394 NO 74 MAPK1 MAPK1 MAPK1 9247 0.0198 0.394 NO 75 NFKBIB NFKBIB NFKBIB 9396 0.0172 0.386 NO 76 RHOA RHOA RHOA 9637 0.0129 0.373 NO 77 MAP2K2 MAP2K2 MAP2K2 9685 0.0121 0.371 NO 78 RELA RELA RELA 10186 0.00386 0.343 NO 79 MAPK14 MAPK14 MAPK14 10199 0.00353 0.343 NO 80 PPP3R1 PPP3R1 PPP3R1 10704 -0.00547 0.315 NO 81 PAK1 PAK1 PAK1 11171 -0.0132 0.29 NO 82 MAPK3 MAPK3 MAPK3 11313 -0.0163 0.283 NO 83 KRAS KRAS KRAS 11599 -0.0213 0.268 NO 84 PIK3R2 PIK3R2 PIK3R2 11896 -0.0272 0.252 NO 85 HRAS HRAS HRAS 11910 -0.0275 0.252 NO 86 NRAS NRAS NRAS 12308 -0.0357 0.232 NO 87 PPP3CB PPP3CB PPP3CB 12472 -0.0389 0.224 NO 88 PPP3CA PPP3CA PPP3CA 12820 -0.0459 0.207 NO 89 SOS2 SOS2 SOS2 12947 -0.0486 0.201 NO 90 CHP CHP CHP 12995 -0.0498 0.201 NO 91 JUN JUN JUN 13526 -0.0627 0.174 NO 92 CDC42 CDC42 CDC42 13563 -0.0638 0.174 NO 93 DLG1 DLG1 DLG1 13651 -0.0664 0.172 NO 94 PIK3R1 PIK3R1 PIK3R1 13802 -0.0711 0.166 NO 95 PAK3 PAK3 PAK3 13820 -0.0715 0.168 NO 96 CDK4 CDK4 CDK4 14110 -0.0796 0.155 NO 97 NCK2 NCK2 NCK2 14177 -0.0814 0.154 NO 98 PAK6 PAK6 PAK6 14406 -0.0884 0.145 NO 99 AKT1 AKT1 AKT1 14849 -0.104 0.124 NO 100 FOS FOS FOS 15246 -0.121 0.106 NO 101 PAK4 PAK4 PAK4 15716 -0.147 0.0858 NO 102 MAPK12 MAPK12 MAPK12 16090 -0.173 0.0716 NO 103 CSF2 CSF2 CSF2 17406 -0.329 0.0108 NO 104 CBLC CBLC CBLC 17455 -0.342 0.0209 NO 105 CHP2 CHP2 CHP2 17725 -0.416 0.0215 NO