| Dataset | Mast.Mast_Pheno.cls #Group3_versus_Group4.Mast_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.21301411 |
| Normalized Enrichment Score (NES) | 0.88785774 |
| Nominal p-value | 0.6441281 |
| FDR q-value | 0.93047196 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Sat1 | 50 | 0.914 | 0.0230 | Yes |
| 2 | Tnip1 | 192 | 0.722 | 0.0330 | Yes |
| 3 | Tnfaip2 | 233 | 0.692 | 0.0502 | Yes |
| 4 | Ets2 | 288 | 0.662 | 0.0654 | Yes |
| 5 | Lamb3 | 368 | 0.619 | 0.0774 | Yes |
| 6 | Ninj1 | 403 | 0.608 | 0.0926 | Yes |
| 7 | Birc3 | 441 | 0.593 | 0.1072 | Yes |
| 8 | Mxd1 | 451 | 0.591 | 0.1240 | Yes |
| 9 | B4galt1 | 502 | 0.567 | 0.1367 | Yes |
| 10 | Fos | 708 | 0.504 | 0.1350 | Yes |
| 11 | Snn | 783 | 0.489 | 0.1435 | Yes |
| 12 | Marcks | 971 | 0.455 | 0.1418 | Yes |
| 13 | Slc16a6 | 1042 | 0.437 | 0.1491 | Yes |
| 14 | Plek | 1097 | 0.426 | 0.1573 | Yes |
| 15 | Nfkb2 | 1175 | 0.416 | 0.1634 | Yes |
| 16 | Zbtb10 | 1176 | 0.416 | 0.1757 | Yes |
| 17 | Pnrc1 | 1177 | 0.416 | 0.1881 | Yes |
| 18 | Fosb | 1210 | 0.412 | 0.1977 | Yes |
| 19 | Rela | 1316 | 0.398 | 0.2010 | Yes |
| 20 | Nfat5 | 1453 | 0.377 | 0.2011 | Yes |
| 21 | Irs2 | 1533 | 0.364 | 0.2055 | Yes |
| 22 | Pdlim5 | 1674 | 0.344 | 0.2043 | Yes |
| 23 | Nfkbie | 1786 | 0.330 | 0.2051 | Yes |
| 24 | Plaur | 1913 | 0.313 | 0.2041 | Yes |
| 25 | Csf1 | 2055 | 0.297 | 0.2015 | Yes |
| 26 | Irf1 | 2114 | 0.291 | 0.2054 | Yes |
| 27 | Cflar | 2127 | 0.290 | 0.2130 | Yes |
| 28 | Ier3 | 2412 | 0.265 | 0.1978 | No |
| 29 | Rnf19b | 2436 | 0.263 | 0.2037 | No |
| 30 | Tgif1 | 2485 | 0.258 | 0.2075 | No |
| 31 | Nampt | 2792 | 0.228 | 0.1894 | No |
| 32 | Nfe2l2 | 2885 | 0.221 | 0.1885 | No |
| 33 | Tnf | 2977 | 0.214 | 0.1875 | No |
| 34 | Cd44 | 3092 | 0.208 | 0.1844 | No |
| 35 | Bcl3 | 3131 | 0.205 | 0.1874 | No |
| 36 | Ppp1r15a | 3199 | 0.199 | 0.1878 | No |
| 37 | Pde4b | 3314 | 0.189 | 0.1842 | No |
| 38 | Il6st | 3431 | 0.180 | 0.1801 | No |
| 39 | Klf9 | 3489 | 0.174 | 0.1806 | No |
| 40 | Tank | 4011 | 0.133 | 0.1423 | No |
| 41 | Btg1 | 4104 | 0.126 | 0.1385 | No |
| 42 | Panx1 | 4357 | 0.108 | 0.1213 | No |
| 43 | Mcl1 | 4369 | 0.108 | 0.1236 | No |
| 44 | Dram1 | 4456 | 0.102 | 0.1196 | No |
| 45 | Rhob | 4673 | 0.085 | 0.1046 | No |
| 46 | Rigi | 4740 | 0.081 | 0.1016 | No |
| 47 | Btg3 | 4794 | 0.078 | 0.0996 | No |
| 48 | Kdm6b | 4935 | 0.068 | 0.0903 | No |
| 49 | Trip10 | 4947 | 0.067 | 0.0914 | No |
| 50 | Nfkb1 | 5273 | 0.046 | 0.0663 | No |
| 51 | Eif1 | 5360 | 0.039 | 0.0605 | No |
| 52 | Yrdc | 5486 | 0.033 | 0.0514 | No |
| 53 | Tap1 | 5663 | 0.021 | 0.0377 | No |
| 54 | Tubb2a | 5728 | 0.017 | 0.0330 | No |
| 55 | B4galt5 | 5797 | 0.013 | 0.0279 | No |
| 56 | Id2 | 5813 | 0.012 | 0.0270 | No |
| 57 | Clcf1 | 5844 | 0.011 | 0.0249 | No |
| 58 | Vegfa | 6012 | 0.000 | 0.0113 | No |
| 59 | Bhlhe40 | 6020 | 0.000 | 0.0108 | No |
| 60 | Dusp5 | 6086 | -0.001 | 0.0055 | No |
| 61 | Dusp1 | 6098 | -0.001 | 0.0047 | No |
| 62 | Gem | 6149 | -0.003 | 0.0007 | No |
| 63 | Klf10 | 6279 | -0.011 | -0.0095 | No |
| 64 | Ripk2 | 6397 | -0.019 | -0.0184 | No |
| 65 | Atp2b1 | 6398 | -0.019 | -0.0178 | No |
| 66 | Ptpre | 6407 | -0.020 | -0.0179 | No |
| 67 | Ier5 | 6506 | -0.026 | -0.0251 | No |
| 68 | Tsc22d1 | 6554 | -0.028 | -0.0280 | No |
| 69 | Ehd1 | 6626 | -0.033 | -0.0328 | No |
| 70 | Nfkbia | 6649 | -0.035 | -0.0336 | No |
| 71 | Dennd5a | 6956 | -0.053 | -0.0568 | No |
| 72 | Rcan1 | 6966 | -0.054 | -0.0560 | No |
| 73 | Pfkfb3 | 7017 | -0.057 | -0.0583 | No |
| 74 | Slc2a6 | 7076 | -0.061 | -0.0612 | No |
| 75 | Ptger4 | 7276 | -0.073 | -0.0752 | No |
| 76 | Bcl6 | 7333 | -0.076 | -0.0775 | No |
| 77 | Dusp2 | 7436 | -0.083 | -0.0834 | No |
| 78 | Map2k3 | 7471 | -0.084 | -0.0836 | No |
| 79 | Ifngr2 | 7491 | -0.086 | -0.0826 | No |
| 80 | Litaf | 7506 | -0.087 | -0.0812 | No |
| 81 | Rel | 7731 | -0.103 | -0.0963 | No |
| 82 | Relb | 7865 | -0.113 | -0.1038 | No |
| 83 | Il18 | 7935 | -0.117 | -0.1059 | No |
| 84 | Hes1 | 8050 | -0.124 | -0.1115 | No |
| 85 | Sqstm1 | 8064 | -0.126 | -0.1088 | No |
| 86 | Fosl2 | 8210 | -0.135 | -0.1166 | No |
| 87 | Sphk1 | 8278 | -0.139 | -0.1179 | No |
| 88 | Stat5a | 8379 | -0.146 | -0.1217 | No |
| 89 | Sgk1 | 8619 | -0.164 | -0.1363 | No |
| 90 | Btg2 | 8796 | -0.177 | -0.1453 | No |
| 91 | Sod2 | 9129 | -0.201 | -0.1663 | No |
| 92 | Dnajb4 | 9201 | -0.206 | -0.1660 | No |
| 93 | Slc2a3 | 9350 | -0.217 | -0.1715 | No |
| 94 | Per1 | 9460 | -0.226 | -0.1737 | No |
| 95 | Ccrl2 | 9563 | -0.230 | -0.1752 | No |
| 96 | Zc3h12a | 9570 | -0.231 | -0.1688 | No |
| 97 | Ldlr | 9647 | -0.237 | -0.1679 | No |
| 98 | Tnfaip8 | 9757 | -0.246 | -0.1695 | No |
| 99 | Tiparp | 9919 | -0.260 | -0.1749 | No |
| 100 | Ifih1 | 9946 | -0.263 | -0.1692 | No |
| 101 | Klf6 | 10029 | -0.269 | -0.1679 | No |
| 102 | Cdkn1a | 10046 | -0.270 | -0.1612 | No |
| 103 | Fut4 | 10215 | -0.284 | -0.1664 | No |
| 104 | Tnfaip3 | 10492 | -0.310 | -0.1796 | No |
| 105 | Junb | 10648 | -0.329 | -0.1824 | No |
| 106 | Smad3 | 10695 | -0.333 | -0.1763 | No |
| 107 | Pmepa1 | 10838 | -0.350 | -0.1775 | No |
| 108 | Tnip2 | 10894 | -0.355 | -0.1714 | No |
| 109 | Ier2 | 10956 | -0.363 | -0.1656 | No |
| 110 | Nr4a2 | 11159 | -0.391 | -0.1704 | No |
| 111 | Il6 | 11166 | -0.392 | -0.1593 | No |
| 112 | Jun | 11222 | -0.399 | -0.1519 | No |
| 113 | Abca1 | 11458 | -0.433 | -0.1582 | No |
| 114 | Myc | 11490 | -0.438 | -0.1477 | No |
| 115 | Gfpt2 | 11754 | -0.491 | -0.1545 | No |
| 116 | Gch1 | 11927 | -0.543 | -0.1524 | No |
| 117 | Egr1 | 11934 | -0.545 | -0.1367 | No |
| 118 | Ifit2 | 12085 | -0.605 | -0.1310 | No |
| 119 | Birc2 | 12127 | -0.626 | -0.1157 | No |
| 120 | Gpr183 | 12171 | -0.641 | -0.1002 | No |
| 121 | Gadd45a | 12217 | -0.676 | -0.0839 | No |
| 122 | Il15ra | 12242 | -0.692 | -0.0653 | No |
| 123 | Icam1 | 12340 | -0.803 | -0.0494 | No |
| 124 | Cd69 | 12399 | -0.948 | -0.0260 | No |
| 125 | Ccnl1 | 12409 | -0.990 | 0.0026 | No |

