| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group3.Mast_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.20488754 |
| Normalized Enrichment Score (NES) | 0.92996913 |
| Nominal p-value | 0.60784316 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Jun | 36 | 0.971 | 0.0231 | Yes |
| 2 | Zc3h12a | 81 | 0.856 | 0.0424 | Yes |
| 3 | Litaf | 155 | 0.737 | 0.0562 | Yes |
| 4 | Cd44 | 161 | 0.734 | 0.0754 | Yes |
| 5 | Btg1 | 170 | 0.725 | 0.0942 | Yes |
| 6 | Vegfa | 222 | 0.695 | 0.1086 | Yes |
| 7 | Il6 | 411 | 0.596 | 0.1093 | Yes |
| 8 | Il15ra | 453 | 0.579 | 0.1215 | Yes |
| 9 | Ier2 | 499 | 0.564 | 0.1329 | Yes |
| 10 | Gpr183 | 567 | 0.545 | 0.1421 | Yes |
| 11 | Klf6 | 669 | 0.514 | 0.1476 | Yes |
| 12 | Ccrl2 | 751 | 0.494 | 0.1542 | Yes |
| 13 | Rhob | 854 | 0.471 | 0.1586 | Yes |
| 14 | Bhlhe40 | 949 | 0.451 | 0.1630 | Yes |
| 15 | Tnfaip3 | 983 | 0.444 | 0.1722 | Yes |
| 16 | Dusp1 | 996 | 0.442 | 0.1831 | Yes |
| 17 | Klf10 | 1013 | 0.437 | 0.1935 | Yes |
| 18 | Cd69 | 1117 | 0.417 | 0.1963 | Yes |
| 19 | Ccnl1 | 1219 | 0.400 | 0.1988 | Yes |
| 20 | Gfpt2 | 1337 | 0.380 | 0.1995 | Yes |
| 21 | Bcl6 | 1471 | 0.363 | 0.1984 | Yes |
| 22 | Pmepa1 | 1638 | 0.340 | 0.1940 | Yes |
| 23 | Fosl2 | 1743 | 0.328 | 0.1943 | Yes |
| 24 | Smad3 | 1783 | 0.324 | 0.1998 | Yes |
| 25 | Icam1 | 1872 | 0.313 | 0.2011 | Yes |
| 26 | Ifit2 | 1952 | 0.305 | 0.2028 | Yes |
| 27 | Slc2a3 | 2026 | 0.299 | 0.2049 | Yes |
| 28 | Fos | 2145 | 0.286 | 0.2030 | No |
| 29 | Tnip2 | 2302 | 0.272 | 0.1976 | No |
| 30 | Fut4 | 2335 | 0.270 | 0.2022 | No |
| 31 | Cdkn1a | 2566 | 0.248 | 0.1902 | No |
| 32 | Nfkbie | 2601 | 0.245 | 0.1940 | No |
| 33 | Nr4a2 | 2662 | 0.240 | 0.1955 | No |
| 34 | Fosb | 2677 | 0.239 | 0.2008 | No |
| 35 | Egr1 | 2754 | 0.231 | 0.2008 | No |
| 36 | B4galt5 | 2814 | 0.226 | 0.2020 | No |
| 37 | Ldlr | 3000 | 0.210 | 0.1926 | No |
| 38 | Nfkbia | 3112 | 0.200 | 0.1890 | No |
| 39 | Tnfaip8 | 3187 | 0.194 | 0.1881 | No |
| 40 | Junb | 3279 | 0.186 | 0.1857 | No |
| 41 | Tubb2a | 3292 | 0.185 | 0.1897 | No |
| 42 | Cflar | 3403 | 0.176 | 0.1855 | No |
| 43 | Ppp1r15a | 3414 | 0.175 | 0.1894 | No |
| 44 | Birc2 | 3606 | 0.159 | 0.1781 | No |
| 45 | Rigi | 3622 | 0.158 | 0.1812 | No |
| 46 | Ptger4 | 3665 | 0.155 | 0.1819 | No |
| 47 | Dnajb4 | 3749 | 0.148 | 0.1791 | No |
| 48 | Gch1 | 3882 | 0.136 | 0.1721 | No |
| 49 | Pfkfb3 | 3948 | 0.131 | 0.1703 | No |
| 50 | Clcf1 | 4007 | 0.127 | 0.1690 | No |
| 51 | Nampt | 4158 | 0.115 | 0.1599 | No |
| 52 | Tnf | 4222 | 0.113 | 0.1578 | No |
| 53 | Mxd1 | 4273 | 0.109 | 0.1566 | No |
| 54 | Rcan1 | 4326 | 0.106 | 0.1552 | No |
| 55 | Ripk2 | 4640 | 0.083 | 0.1321 | No |
| 56 | Dram1 | 4742 | 0.076 | 0.1259 | No |
| 57 | Rela | 4945 | 0.060 | 0.1111 | No |
| 58 | Kdm6b | 5053 | 0.053 | 0.1038 | No |
| 59 | Tap1 | 5057 | 0.053 | 0.1050 | No |
| 60 | Ier5 | 5083 | 0.051 | 0.1043 | No |
| 61 | Birc3 | 5140 | 0.047 | 0.1010 | No |
| 62 | Panx1 | 5326 | 0.033 | 0.0869 | No |
| 63 | Plaur | 5388 | 0.029 | 0.0827 | No |
| 64 | Tiparp | 5446 | 0.025 | 0.0788 | No |
| 65 | Abca1 | 5454 | 0.025 | 0.0789 | No |
| 66 | Sgk1 | 5511 | 0.021 | 0.0749 | No |
| 67 | Zbtb10 | 5521 | 0.020 | 0.0747 | No |
| 68 | Relb | 5762 | 0.006 | 0.0554 | No |
| 69 | Per1 | 5803 | 0.003 | 0.0522 | No |
| 70 | Rel | 5813 | 0.003 | 0.0516 | No |
| 71 | Dusp2 | 5840 | 0.001 | 0.0495 | No |
| 72 | Atp2b1 | 5879 | -0.000 | 0.0464 | No |
| 73 | Sqstm1 | 5883 | -0.000 | 0.0462 | No |
| 74 | Hes1 | 5945 | -0.006 | 0.0414 | No |
| 75 | Ehd1 | 6207 | -0.025 | 0.0209 | No |
| 76 | Slc2a6 | 6455 | -0.041 | 0.0019 | No |
| 77 | Btg3 | 6594 | -0.051 | -0.0079 | No |
| 78 | Dusp5 | 6713 | -0.059 | -0.0159 | No |
| 79 | Btg2 | 6723 | -0.059 | -0.0151 | No |
| 80 | Ifih1 | 7145 | -0.089 | -0.0469 | No |
| 81 | Mcl1 | 7238 | -0.095 | -0.0518 | No |
| 82 | Bcl3 | 7672 | -0.122 | -0.0837 | No |
| 83 | Id2 | 7842 | -0.133 | -0.0939 | No |
| 84 | Tsc22d1 | 7846 | -0.134 | -0.0905 | No |
| 85 | Ninj1 | 7881 | -0.136 | -0.0896 | No |
| 86 | Map2k3 | 8005 | -0.145 | -0.0957 | No |
| 87 | Dennd5a | 8076 | -0.150 | -0.0974 | No |
| 88 | Il6st | 8112 | -0.153 | -0.0961 | No |
| 89 | Irf1 | 8213 | -0.161 | -0.1000 | No |
| 90 | Tank | 8426 | -0.177 | -0.1124 | No |
| 91 | Csf1 | 8439 | -0.178 | -0.1086 | No |
| 92 | Nfkb2 | 8504 | -0.183 | -0.1089 | No |
| 93 | Tnfaip2 | 9017 | -0.219 | -0.1446 | No |
| 94 | Klf9 | 9037 | -0.221 | -0.1403 | No |
| 95 | Nfat5 | 9115 | -0.227 | -0.1405 | No |
| 96 | Trip10 | 9470 | -0.254 | -0.1624 | No |
| 97 | Marcks | 9537 | -0.262 | -0.1608 | No |
| 98 | Myc | 9576 | -0.265 | -0.1568 | No |
| 99 | Il18 | 9835 | -0.285 | -0.1701 | No |
| 100 | Rnf19b | 9936 | -0.294 | -0.1703 | No |
| 101 | Sat1 | 9963 | -0.297 | -0.1645 | No |
| 102 | Snn | 10119 | -0.311 | -0.1687 | No |
| 103 | Ifngr2 | 10147 | -0.313 | -0.1626 | No |
| 104 | Pnrc1 | 10245 | -0.323 | -0.1618 | No |
| 105 | Gadd45a | 10361 | -0.333 | -0.1622 | No |
| 106 | Pdlim5 | 10540 | -0.353 | -0.1672 | No |
| 107 | Eif1 | 10723 | -0.374 | -0.1720 | No |
| 108 | Sphk1 | 11014 | -0.408 | -0.1846 | No |
| 109 | Pde4b | 11185 | -0.434 | -0.1868 | No |
| 110 | B4galt1 | 11206 | -0.438 | -0.1767 | No |
| 111 | Nfe2l2 | 11239 | -0.443 | -0.1675 | No |
| 112 | Nfkb1 | 11264 | -0.447 | -0.1575 | No |
| 113 | Tnip1 | 11627 | -0.514 | -0.1731 | No |
| 114 | Lamb3 | 11722 | -0.537 | -0.1663 | No |
| 115 | Plek | 11765 | -0.546 | -0.1551 | No |
| 116 | Ier3 | 11784 | -0.551 | -0.1419 | No |
| 117 | Ptpre | 11937 | -0.606 | -0.1380 | No |
| 118 | Yrdc | 12119 | -0.674 | -0.1347 | No |
| 119 | Gem | 12180 | -0.708 | -0.1206 | No |
| 120 | Sod2 | 12261 | -0.781 | -0.1062 | No |
| 121 | Stat5a | 12262 | -0.781 | -0.0853 | No |
| 122 | Slc16a6 | 12300 | -0.819 | -0.0664 | No |
| 123 | Tgif1 | 12334 | -0.864 | -0.0460 | No |
| 124 | Irs2 | 12343 | -0.872 | -0.0233 | No |
| 125 | Ets2 | 12427 | -1.164 | 0.0011 | No |

