| Dataset | MEP.MEP.mega_Pheno.cls #Group3_versus_Group4.MEP.mega_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.22029428 |
| Normalized Enrichment Score (NES) | 0.80773586 |
| Nominal p-value | 0.7923729 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Ccnd1 | 6 | 1.387 | 0.0336 | Yes |
| 2 | Ldlr | 198 | 0.761 | 0.0423 | Yes |
| 3 | Fosl1 | 262 | 0.714 | 0.0565 | Yes |
| 4 | Tnf | 325 | 0.675 | 0.0697 | Yes |
| 5 | Irs2 | 555 | 0.600 | 0.0724 | Yes |
| 6 | Bhlhe40 | 560 | 0.596 | 0.0868 | Yes |
| 7 | Plk2 | 588 | 0.591 | 0.0999 | Yes |
| 8 | Tnip2 | 849 | 0.517 | 0.0989 | Yes |
| 9 | Tiparp | 871 | 0.511 | 0.1103 | Yes |
| 10 | Fut4 | 885 | 0.508 | 0.1221 | Yes |
| 11 | Nr4a3 | 1040 | 0.478 | 0.1257 | Yes |
| 12 | Cebpd | 1142 | 0.462 | 0.1318 | Yes |
| 13 | Ifngr2 | 1240 | 0.452 | 0.1378 | Yes |
| 14 | Relb | 1335 | 0.444 | 0.1437 | Yes |
| 15 | Fjx1 | 1349 | 0.442 | 0.1539 | Yes |
| 16 | Bcl3 | 1368 | 0.441 | 0.1637 | Yes |
| 17 | Plau | 1415 | 0.437 | 0.1720 | Yes |
| 18 | Fosb | 1439 | 0.434 | 0.1814 | Yes |
| 19 | Il6st | 1503 | 0.428 | 0.1886 | Yes |
| 20 | Pmepa1 | 1525 | 0.424 | 0.1979 | Yes |
| 21 | Ripk2 | 1677 | 0.406 | 0.1999 | Yes |
| 22 | Serpinb8 | 1713 | 0.403 | 0.2080 | Yes |
| 23 | Zc3h12a | 1898 | 0.383 | 0.2077 | Yes |
| 24 | Rel | 1920 | 0.381 | 0.2160 | Yes |
| 25 | Hbegf | 2119 | 0.359 | 0.2144 | Yes |
| 26 | Dram1 | 2175 | 0.354 | 0.2202 | Yes |
| 27 | Il1b | 2476 | 0.327 | 0.2125 | Yes |
| 28 | Gfpt2 | 2585 | 0.319 | 0.2147 | Yes |
| 29 | Smad3 | 2626 | 0.315 | 0.2203 | Yes |
| 30 | Lamb3 | 3102 | 0.278 | 0.2023 | No |
| 31 | Trip10 | 3389 | 0.261 | 0.1937 | No |
| 32 | Hes1 | 3390 | 0.261 | 0.2001 | No |
| 33 | Atf3 | 3486 | 0.255 | 0.2014 | No |
| 34 | Yrdc | 3546 | 0.253 | 0.2045 | No |
| 35 | Atp2b1 | 3708 | 0.246 | 0.2021 | No |
| 36 | Cd80 | 4020 | 0.232 | 0.1916 | No |
| 37 | Cdkn1a | 4196 | 0.220 | 0.1878 | No |
| 38 | Tgif1 | 4472 | 0.206 | 0.1785 | No |
| 39 | Nfkb2 | 4705 | 0.193 | 0.1711 | No |
| 40 | Ccrl2 | 5227 | 0.163 | 0.1479 | No |
| 41 | Csf1 | 5426 | 0.153 | 0.1413 | No |
| 42 | Sgk1 | 5556 | 0.148 | 0.1381 | No |
| 43 | Zbtb10 | 5717 | 0.140 | 0.1332 | No |
| 44 | Vegfa | 5866 | 0.133 | 0.1287 | No |
| 45 | Trib1 | 5960 | 0.129 | 0.1270 | No |
| 46 | Egr3 | 5961 | 0.129 | 0.1302 | No |
| 47 | Kynu | 6001 | 0.128 | 0.1313 | No |
| 48 | Nfkbia | 6017 | 0.128 | 0.1337 | No |
| 49 | Jag1 | 6023 | 0.128 | 0.1365 | No |
| 50 | Phlda2 | 6183 | 0.121 | 0.1312 | No |
| 51 | Ptger4 | 6360 | 0.114 | 0.1248 | No |
| 52 | Cd69 | 6372 | 0.114 | 0.1270 | No |
| 53 | Nfil3 | 6376 | 0.113 | 0.1296 | No |
| 54 | Btg3 | 6457 | 0.110 | 0.1281 | No |
| 55 | Pdlim5 | 6598 | 0.104 | 0.1233 | No |
| 56 | Irf1 | 6670 | 0.101 | 0.1221 | No |
| 57 | Map2k3 | 6676 | 0.101 | 0.1243 | No |
| 58 | Tnip1 | 6747 | 0.099 | 0.1231 | No |
| 59 | Rela | 7459 | 0.072 | 0.0877 | No |
| 60 | Gch1 | 7557 | 0.068 | 0.0843 | No |
| 61 | Dusp1 | 7610 | 0.066 | 0.0832 | No |
| 62 | Klf4 | 7714 | 0.061 | 0.0793 | No |
| 63 | Fos | 7728 | 0.060 | 0.0801 | No |
| 64 | Ccnl1 | 7828 | 0.057 | 0.0763 | No |
| 65 | Nfkb1 | 7832 | 0.057 | 0.0775 | No |
| 66 | Fosl2 | 7929 | 0.053 | 0.0738 | No |
| 67 | Per1 | 8025 | 0.049 | 0.0701 | No |
| 68 | Tnfaip2 | 8060 | 0.048 | 0.0695 | No |
| 69 | Tlr2 | 8073 | 0.048 | 0.0700 | No |
| 70 | Nr4a2 | 8302 | 0.039 | 0.0591 | No |
| 71 | B4galt5 | 8316 | 0.039 | 0.0593 | No |
| 72 | Il7r | 8862 | 0.020 | 0.0313 | No |
| 73 | Il6 | 8941 | 0.018 | 0.0277 | No |
| 74 | Maff | 9063 | 0.014 | 0.0217 | No |
| 75 | Sqstm1 | 9115 | 0.012 | 0.0194 | No |
| 76 | Rcan1 | 9369 | 0.003 | 0.0062 | No |
| 77 | Id2 | 9402 | 0.002 | 0.0046 | No |
| 78 | Klf2 | 9740 | -0.004 | -0.0129 | No |
| 79 | Slc16a6 | 9760 | -0.004 | -0.0138 | No |
| 80 | Ets2 | 9841 | -0.007 | -0.0178 | No |
| 81 | Ehd1 | 10256 | -0.022 | -0.0389 | No |
| 82 | Dusp4 | 10311 | -0.024 | -0.0411 | No |
| 83 | Ier5 | 10379 | -0.026 | -0.0440 | No |
| 84 | Plpp3 | 10711 | -0.037 | -0.0604 | No |
| 85 | Nfkbie | 10739 | -0.039 | -0.0608 | No |
| 86 | Jun | 10815 | -0.041 | -0.0637 | No |
| 87 | Mcl1 | 10877 | -0.043 | -0.0659 | No |
| 88 | Ier2 | 10879 | -0.043 | -0.0649 | No |
| 89 | Cd44 | 10947 | -0.046 | -0.0673 | No |
| 90 | Ifit2 | 10999 | -0.047 | -0.0688 | No |
| 91 | Btg2 | 11007 | -0.048 | -0.0680 | No |
| 92 | Myc | 11047 | -0.049 | -0.0688 | No |
| 93 | Stat5a | 11165 | -0.054 | -0.0736 | No |
| 94 | Klf9 | 11230 | -0.056 | -0.0756 | No |
| 95 | Il15ra | 11316 | -0.059 | -0.0786 | No |
| 96 | Gadd45b | 11418 | -0.063 | -0.0823 | No |
| 97 | Klf10 | 11553 | -0.068 | -0.0876 | No |
| 98 | Nfe2l2 | 11652 | -0.072 | -0.0910 | No |
| 99 | Dusp5 | 11704 | -0.074 | -0.0918 | No |
| 100 | Nampt | 11720 | -0.074 | -0.0908 | No |
| 101 | Tank | 11821 | -0.078 | -0.0941 | No |
| 102 | B4galt1 | 11840 | -0.079 | -0.0931 | No |
| 103 | Pde4b | 12129 | -0.088 | -0.1060 | No |
| 104 | Tnfrsf9 | 12257 | -0.093 | -0.1104 | No |
| 105 | Ptpre | 12258 | -0.093 | -0.1081 | No |
| 106 | Tap1 | 12292 | -0.095 | -0.1075 | No |
| 107 | Dennd5a | 12331 | -0.097 | -0.1071 | No |
| 108 | Panx1 | 12365 | -0.098 | -0.1064 | No |
| 109 | Ninj1 | 12385 | -0.099 | -0.1050 | No |
| 110 | Gem | 12448 | -0.101 | -0.1057 | No |
| 111 | Nr4a1 | 12746 | -0.113 | -0.1185 | No |
| 112 | Sphk1 | 12772 | -0.114 | -0.1170 | No |
| 113 | Btg1 | 12975 | -0.121 | -0.1246 | No |
| 114 | Tnfsf9 | 13394 | -0.137 | -0.1431 | No |
| 115 | Cxcl5 | 13564 | -0.144 | -0.1484 | No |
| 116 | Litaf | 13583 | -0.145 | -0.1458 | No |
| 117 | Rhob | 13743 | -0.151 | -0.1504 | No |
| 118 | Plek | 14080 | -0.167 | -0.1639 | No |
| 119 | Klf6 | 14184 | -0.171 | -0.1651 | No |
| 120 | Ifih1 | 14341 | -0.178 | -0.1689 | No |
| 121 | Clcf1 | 14436 | -0.182 | -0.1694 | No |
| 122 | Bcl6 | 14580 | -0.190 | -0.1722 | No |
| 123 | Bmp2 | 15088 | -0.211 | -0.1935 | No |
| 124 | Ppp1r15a | 15153 | -0.214 | -0.1916 | No |
| 125 | Eif1 | 15197 | -0.217 | -0.1886 | No |
| 126 | Birc3 | 15214 | -0.218 | -0.1841 | No |
| 127 | Cflar | 15752 | -0.243 | -0.2062 | No |
| 128 | Tnfaip3 | 15810 | -0.246 | -0.2031 | No |
| 129 | Kdm6b | 15827 | -0.247 | -0.1979 | No |
| 130 | Snn | 15906 | -0.252 | -0.1958 | No |
| 131 | Rigi | 15970 | -0.256 | -0.1928 | No |
| 132 | Ier3 | 16095 | -0.262 | -0.1929 | No |
| 133 | Rnf19b | 16102 | -0.263 | -0.1868 | No |
| 134 | Traf1 | 16141 | -0.265 | -0.1823 | No |
| 135 | Tubb2a | 16144 | -0.265 | -0.1759 | No |
| 136 | Slc2a6 | 16267 | -0.272 | -0.1757 | No |
| 137 | Il18 | 16321 | -0.274 | -0.1717 | No |
| 138 | Cebpb | 16345 | -0.276 | -0.1662 | No |
| 139 | Dnajb4 | 16504 | -0.285 | -0.1674 | No |
| 140 | Nfat5 | 16679 | -0.295 | -0.1693 | No |
| 141 | Serpinb2 | 16727 | -0.298 | -0.1645 | No |
| 142 | Pnrc1 | 16794 | -0.302 | -0.1605 | No |
| 143 | Socs3 | 16878 | -0.308 | -0.1573 | No |
| 144 | Plaur | 16899 | -0.311 | -0.1508 | No |
| 145 | Sod2 | 17049 | -0.319 | -0.1507 | No |
| 146 | Phlda1 | 17090 | -0.322 | -0.1450 | No |
| 147 | Cxcl10 | 17135 | -0.324 | -0.1393 | No |
| 148 | Pfkfb3 | 17181 | -0.326 | -0.1337 | No |
| 149 | Junb | 17358 | -0.342 | -0.1345 | No |
| 150 | Zfp36 | 17535 | -0.358 | -0.1350 | No |
| 151 | Marcks | 17622 | -0.364 | -0.1306 | No |
| 152 | Tnfaip8 | 17675 | -0.368 | -0.1243 | No |
| 153 | Slc2a3 | 17684 | -0.369 | -0.1156 | No |
| 154 | Ccl5 | 17704 | -0.372 | -0.1075 | No |
| 155 | Birc2 | 17737 | -0.375 | -0.1000 | No |
| 156 | Tsc22d1 | 17802 | -0.382 | -0.0940 | No |
| 157 | Mxd1 | 17822 | -0.384 | -0.0856 | No |
| 158 | Il1a | 18353 | -0.443 | -0.1025 | No |
| 159 | Sat1 | 18354 | -0.443 | -0.0916 | No |
| 160 | Icam1 | 18603 | -0.480 | -0.0928 | No |
| 161 | Map3k8 | 18709 | -0.503 | -0.0860 | No |
| 162 | Icosl | 18721 | -0.506 | -0.0742 | No |
| 163 | Egr1 | 18766 | -0.519 | -0.0638 | No |
| 164 | Gpr183 | 18893 | -0.553 | -0.0569 | No |
| 165 | Gadd45a | 18991 | -0.595 | -0.0474 | No |
| 166 | Spsb1 | 19041 | -0.616 | -0.0349 | No |
| 167 | Olr1 | 19052 | -0.624 | -0.0201 | No |
| 168 | Dusp2 | 19114 | -0.660 | -0.0072 | No |
| 169 | Abca1 | 19175 | -0.703 | 0.0069 | No |

