| Dataset | MEP.MEP.mega_Pheno.cls #Group2_versus_Group3.MEP.mega_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | MEP.mega_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.22938582 |
| Normalized Enrichment Score (NES) | 0.88641083 |
| Nominal p-value | 0.62993765 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.999 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Traf1 | 0 | 1.255 | 0.0282 | Yes |
| 2 | Rhob | 172 | 0.681 | 0.0345 | Yes |
| 3 | Olr1 | 180 | 0.675 | 0.0493 | Yes |
| 4 | Ninj1 | 235 | 0.631 | 0.0606 | Yes |
| 5 | Ier5 | 278 | 0.615 | 0.0722 | Yes |
| 6 | Il1a | 329 | 0.593 | 0.0829 | Yes |
| 7 | Phlda1 | 377 | 0.575 | 0.0934 | Yes |
| 8 | Sat1 | 435 | 0.555 | 0.1029 | Yes |
| 9 | Jun | 437 | 0.555 | 0.1153 | Yes |
| 10 | Abca1 | 540 | 0.526 | 0.1217 | Yes |
| 11 | Gpr183 | 628 | 0.508 | 0.1286 | Yes |
| 12 | Birc2 | 656 | 0.502 | 0.1384 | Yes |
| 13 | Plaur | 827 | 0.469 | 0.1401 | Yes |
| 14 | Il7r | 1009 | 0.437 | 0.1404 | Yes |
| 15 | Trip10 | 1127 | 0.420 | 0.1437 | Yes |
| 16 | Slc2a3 | 1169 | 0.416 | 0.1509 | Yes |
| 17 | Plek | 1178 | 0.415 | 0.1598 | Yes |
| 18 | Atf3 | 1187 | 0.414 | 0.1687 | Yes |
| 19 | Tnfaip3 | 1239 | 0.409 | 0.1752 | Yes |
| 20 | Mcl1 | 1247 | 0.409 | 0.1840 | Yes |
| 21 | Tnip2 | 1264 | 0.407 | 0.1923 | Yes |
| 22 | Mxd1 | 1285 | 0.404 | 0.2004 | Yes |
| 23 | Fosb | 1484 | 0.386 | 0.1987 | Yes |
| 24 | Kynu | 1725 | 0.362 | 0.1943 | Yes |
| 25 | Dusp1 | 1797 | 0.357 | 0.1986 | Yes |
| 26 | Bmp2 | 1873 | 0.350 | 0.2025 | Yes |
| 27 | Il6 | 2038 | 0.339 | 0.2015 | Yes |
| 28 | Fos | 2111 | 0.332 | 0.2052 | Yes |
| 29 | Klf6 | 2309 | 0.317 | 0.2020 | Yes |
| 30 | Rnf19b | 2473 | 0.307 | 0.2004 | Yes |
| 31 | Socs3 | 2496 | 0.305 | 0.2061 | Yes |
| 32 | Nampt | 2500 | 0.304 | 0.2128 | Yes |
| 33 | Junb | 2761 | 0.286 | 0.2056 | Yes |
| 34 | Slc2a6 | 2786 | 0.284 | 0.2107 | Yes |
| 35 | Il1b | 3038 | 0.268 | 0.2036 | Yes |
| 36 | Dnajb4 | 3047 | 0.267 | 0.2092 | Yes |
| 37 | Tank | 3073 | 0.266 | 0.2138 | Yes |
| 38 | Tsc22d1 | 3234 | 0.255 | 0.2112 | Yes |
| 39 | Plk2 | 3315 | 0.251 | 0.2126 | Yes |
| 40 | Bhlhe40 | 3324 | 0.250 | 0.2178 | Yes |
| 41 | Rigi | 3352 | 0.248 | 0.2220 | Yes |
| 42 | Ifih1 | 3376 | 0.247 | 0.2263 | Yes |
| 43 | Btg2 | 3485 | 0.241 | 0.2261 | Yes |
| 44 | Icam1 | 3576 | 0.235 | 0.2267 | Yes |
| 45 | Serpinb2 | 3679 | 0.230 | 0.2265 | Yes |
| 46 | Cd69 | 3845 | 0.220 | 0.2228 | Yes |
| 47 | Litaf | 3874 | 0.219 | 0.2263 | Yes |
| 48 | Plpp3 | 4050 | 0.211 | 0.2219 | Yes |
| 49 | Tiparp | 4361 | 0.196 | 0.2101 | Yes |
| 50 | Il6st | 4406 | 0.194 | 0.2121 | Yes |
| 51 | Pfkfb3 | 4409 | 0.194 | 0.2164 | Yes |
| 52 | Birc3 | 4505 | 0.189 | 0.2157 | Yes |
| 53 | Ifit2 | 4519 | 0.188 | 0.2192 | Yes |
| 54 | Maff | 4592 | 0.184 | 0.2196 | Yes |
| 55 | Tnfaip8 | 4611 | 0.183 | 0.2227 | Yes |
| 56 | Dennd5a | 4625 | 0.182 | 0.2261 | Yes |
| 57 | Id2 | 4642 | 0.182 | 0.2294 | Yes |
| 58 | Spsb1 | 4752 | 0.177 | 0.2277 | No |
| 59 | Pdlim5 | 4892 | 0.172 | 0.2243 | No |
| 60 | Klf10 | 4917 | 0.171 | 0.2268 | No |
| 61 | Trib1 | 5026 | 0.165 | 0.2249 | No |
| 62 | Cxcl5 | 5085 | 0.162 | 0.2255 | No |
| 63 | Cxcl10 | 5112 | 0.161 | 0.2277 | No |
| 64 | B4galt1 | 5356 | 0.152 | 0.2185 | No |
| 65 | Map2k3 | 5383 | 0.151 | 0.2205 | No |
| 66 | Btg3 | 5625 | 0.141 | 0.2111 | No |
| 67 | Ccnl1 | 5753 | 0.135 | 0.2075 | No |
| 68 | Ets2 | 5872 | 0.130 | 0.2042 | No |
| 69 | Zfp36 | 5932 | 0.128 | 0.2040 | No |
| 70 | Nfe2l2 | 5949 | 0.127 | 0.2060 | No |
| 71 | Kdm6b | 6236 | 0.114 | 0.1936 | No |
| 72 | Gadd45a | 6278 | 0.112 | 0.1940 | No |
| 73 | Map3k8 | 6506 | 0.103 | 0.1844 | No |
| 74 | Slc16a6 | 6531 | 0.102 | 0.1855 | No |
| 75 | Tubb2a | 6538 | 0.102 | 0.1874 | No |
| 76 | Klf2 | 6723 | 0.095 | 0.1800 | No |
| 77 | Cflar | 6872 | 0.089 | 0.1742 | No |
| 78 | Sgk1 | 6960 | 0.085 | 0.1716 | No |
| 79 | Nr4a1 | 7032 | 0.082 | 0.1697 | No |
| 80 | Icosl | 7308 | 0.072 | 0.1570 | No |
| 81 | Fut4 | 7330 | 0.071 | 0.1575 | No |
| 82 | Il15ra | 7742 | 0.055 | 0.1372 | No |
| 83 | Btg1 | 7809 | 0.053 | 0.1350 | No |
| 84 | Klf9 | 7889 | 0.050 | 0.1320 | No |
| 85 | Il18 | 8027 | 0.044 | 0.1258 | No |
| 86 | Nfil3 | 8164 | 0.040 | 0.1196 | No |
| 87 | Tnfrsf9 | 8258 | 0.036 | 0.1155 | No |
| 88 | Per1 | 8367 | 0.032 | 0.1106 | No |
| 89 | Nfat5 | 8879 | 0.013 | 0.0842 | No |
| 90 | Nfkbie | 8902 | 0.012 | 0.0833 | No |
| 91 | Marcks | 9006 | 0.009 | 0.0781 | No |
| 92 | Tnip1 | 9196 | 0.002 | 0.0683 | No |
| 93 | Serpinb8 | 9310 | -0.001 | 0.0624 | No |
| 94 | Jag1 | 9416 | -0.005 | 0.0570 | No |
| 95 | Csf1 | 9596 | -0.011 | 0.0479 | No |
| 96 | Bcl3 | 9938 | -0.023 | 0.0306 | No |
| 97 | Atp2b1 | 10127 | -0.030 | 0.0215 | No |
| 98 | Irf1 | 10147 | -0.031 | 0.0212 | No |
| 99 | Ier2 | 10189 | -0.032 | 0.0198 | No |
| 100 | Ier3 | 10398 | -0.041 | 0.0098 | No |
| 101 | Vegfa | 10517 | -0.046 | 0.0047 | No |
| 102 | Hes1 | 10646 | -0.051 | -0.0009 | No |
| 103 | Stat5a | 10703 | -0.053 | -0.0026 | No |
| 104 | Bcl6 | 10792 | -0.055 | -0.0060 | No |
| 105 | Ehd1 | 10929 | -0.061 | -0.0117 | No |
| 106 | Nr4a2 | 11078 | -0.067 | -0.0179 | No |
| 107 | Cd80 | 11139 | -0.070 | -0.0195 | No |
| 108 | Zbtb10 | 11496 | -0.082 | -0.0363 | No |
| 109 | Smad3 | 11626 | -0.088 | -0.0410 | No |
| 110 | Cd44 | 11765 | -0.094 | -0.0462 | No |
| 111 | Nfkb2 | 11782 | -0.095 | -0.0449 | No |
| 112 | Rcan1 | 11805 | -0.096 | -0.0439 | No |
| 113 | Pde4b | 11869 | -0.099 | -0.0449 | No |
| 114 | Sod2 | 11918 | -0.100 | -0.0452 | No |
| 115 | Irs2 | 11962 | -0.103 | -0.0451 | No |
| 116 | Zc3h12a | 12002 | -0.104 | -0.0448 | No |
| 117 | Klf4 | 12023 | -0.105 | -0.0435 | No |
| 118 | Pmepa1 | 12530 | -0.126 | -0.0671 | No |
| 119 | Tnfsf9 | 12551 | -0.127 | -0.0653 | No |
| 120 | Cebpb | 13106 | -0.152 | -0.0909 | No |
| 121 | Gfpt2 | 13253 | -0.157 | -0.0949 | No |
| 122 | Yrdc | 13325 | -0.160 | -0.0951 | No |
| 123 | Nfkb1 | 13465 | -0.166 | -0.0986 | No |
| 124 | Sqstm1 | 13467 | -0.166 | -0.0949 | No |
| 125 | Nfkbia | 13511 | -0.169 | -0.0934 | No |
| 126 | Pnrc1 | 13623 | -0.174 | -0.0953 | No |
| 127 | Rel | 13679 | -0.177 | -0.0942 | No |
| 128 | Rela | 14062 | -0.194 | -0.1098 | No |
| 129 | Egr3 | 14293 | -0.205 | -0.1172 | No |
| 130 | Myc | 14460 | -0.214 | -0.1211 | No |
| 131 | Panx1 | 14470 | -0.215 | -0.1167 | No |
| 132 | Nr4a3 | 14633 | -0.222 | -0.1202 | No |
| 133 | Snn | 14682 | -0.225 | -0.1177 | No |
| 134 | Cdkn1a | 14702 | -0.226 | -0.1136 | No |
| 135 | Gch1 | 14730 | -0.227 | -0.1099 | No |
| 136 | Ppp1r15a | 14807 | -0.231 | -0.1087 | No |
| 137 | Fosl2 | 15190 | -0.253 | -0.1230 | No |
| 138 | Sphk1 | 15366 | -0.262 | -0.1262 | No |
| 139 | Gadd45b | 15368 | -0.262 | -0.1204 | No |
| 140 | Lamb3 | 15662 | -0.277 | -0.1295 | No |
| 141 | Relb | 15907 | -0.294 | -0.1356 | No |
| 142 | Egr1 | 15913 | -0.295 | -0.1292 | No |
| 143 | Tap1 | 15972 | -0.300 | -0.1255 | No |
| 144 | Ptger4 | 15993 | -0.301 | -0.1198 | No |
| 145 | Dusp4 | 16028 | -0.304 | -0.1148 | No |
| 146 | Dram1 | 16096 | -0.308 | -0.1114 | No |
| 147 | Tlr2 | 16173 | -0.313 | -0.1083 | No |
| 148 | Hbegf | 16198 | -0.314 | -0.1025 | No |
| 149 | Tnfaip2 | 16205 | -0.315 | -0.0958 | No |
| 150 | Ptpre | 16293 | -0.321 | -0.0931 | No |
| 151 | Ldlr | 16762 | -0.352 | -0.1097 | No |
| 152 | Ifngr2 | 16787 | -0.354 | -0.1030 | No |
| 153 | Phlda2 | 16842 | -0.358 | -0.0978 | No |
| 154 | Dusp5 | 16998 | -0.372 | -0.0975 | No |
| 155 | Eif1 | 17119 | -0.383 | -0.0952 | No |
| 156 | Ccl5 | 17185 | -0.388 | -0.0899 | No |
| 157 | Plau | 17290 | -0.398 | -0.0864 | No |
| 158 | B4galt5 | 17454 | -0.410 | -0.0857 | No |
| 159 | Tgif1 | 17619 | -0.424 | -0.0848 | No |
| 160 | Clcf1 | 17774 | -0.439 | -0.0830 | No |
| 161 | Ccrl2 | 18378 | -0.528 | -0.1026 | No |
| 162 | Gem | 18468 | -0.546 | -0.0950 | No |
| 163 | Cebpd | 18616 | -0.580 | -0.0897 | No |
| 164 | Ripk2 | 18837 | -0.630 | -0.0870 | No |
| 165 | Fjx1 | 18971 | -0.687 | -0.0785 | No |
| 166 | Tnf | 19253 | -0.972 | -0.0714 | No |
| 167 | Ccnd1 | 19270 | -1.031 | -0.0491 | No |
| 168 | Fosl1 | 19273 | -1.042 | -0.0258 | No |
| 169 | Dusp2 | 19297 | -1.227 | 0.0005 | No |

