| Dataset | MPP.MPP_Pheno.cls#Group3_versus_Group4.MPP_Pheno.cls#Group3_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | -0.22805236 |
| Normalized Enrichment Score (NES) | -0.8661444 |
| Nominal p-value | 0.6507937 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Snn | 46 | 0.960 | 0.0234 | No |
| 2 | Olr1 | 47 | 0.956 | 0.0491 | No |
| 3 | Ets2 | 225 | 0.733 | 0.0597 | No |
| 4 | Tnfaip3 | 347 | 0.666 | 0.0713 | No |
| 5 | Marcks | 352 | 0.664 | 0.0890 | No |
| 6 | Cd69 | 512 | 0.604 | 0.0970 | No |
| 7 | Ccnd1 | 542 | 0.592 | 0.1114 | No |
| 8 | Dusp4 | 903 | 0.505 | 0.1063 | No |
| 9 | Mxd1 | 1068 | 0.474 | 0.1106 | No |
| 10 | Klf4 | 1143 | 0.462 | 0.1192 | No |
| 11 | Fosl1 | 1215 | 0.451 | 0.1276 | No |
| 12 | Plau | 1439 | 0.422 | 0.1274 | No |
| 13 | Ier5 | 1510 | 0.415 | 0.1349 | No |
| 14 | Cxcl10 | 1694 | 0.393 | 0.1360 | No |
| 15 | Cd83 | 1846 | 0.378 | 0.1384 | No |
| 16 | Icosl | 1931 | 0.370 | 0.1439 | No |
| 17 | Il6st | 2119 | 0.354 | 0.1438 | No |
| 18 | B4galt5 | 2286 | 0.340 | 0.1444 | No |
| 19 | Litaf | 2695 | 0.308 | 0.1315 | No |
| 20 | Il15ra | 2773 | 0.302 | 0.1357 | No |
| 21 | Panx1 | 3270 | 0.269 | 0.1173 | No |
| 22 | Cd80 | 3280 | 0.268 | 0.1240 | No |
| 23 | Atf3 | 3287 | 0.268 | 0.1309 | No |
| 24 | G0s2 | 3486 | 0.258 | 0.1276 | No |
| 25 | Id2 | 3660 | 0.249 | 0.1254 | No |
| 26 | Relb | 4185 | 0.220 | 0.1042 | No |
| 27 | Traf1 | 4271 | 0.217 | 0.1056 | No |
| 28 | Slc2a3 | 4310 | 0.215 | 0.1094 | No |
| 29 | Gadd45a | 4446 | 0.207 | 0.1080 | No |
| 30 | Btg3 | 4490 | 0.205 | 0.1113 | No |
| 31 | Icam1 | 4737 | 0.191 | 0.1037 | No |
| 32 | Gem | 4773 | 0.189 | 0.1070 | No |
| 33 | Gch1 | 4958 | 0.180 | 0.1023 | No |
| 34 | Tnip1 | 5028 | 0.176 | 0.1035 | No |
| 35 | Plek | 5161 | 0.169 | 0.1012 | No |
| 36 | Klf6 | 5185 | 0.168 | 0.1045 | No |
| 37 | Ier3 | 5223 | 0.166 | 0.1071 | No |
| 38 | Klf2 | 5316 | 0.162 | 0.1067 | No |
| 39 | Zc3h12a | 5465 | 0.156 | 0.1032 | No |
| 40 | Ldlr | 5632 | 0.149 | 0.0986 | No |
| 41 | Slc16a6 | 5748 | 0.147 | 0.0966 | No |
| 42 | Plaur | 5772 | 0.145 | 0.0993 | No |
| 43 | Ifngr2 | 6171 | 0.127 | 0.0822 | No |
| 44 | Fut4 | 6232 | 0.124 | 0.0824 | No |
| 45 | Cdkn1a | 6269 | 0.122 | 0.0838 | No |
| 46 | Rcan1 | 6455 | 0.115 | 0.0773 | No |
| 47 | Clcf1 | 6464 | 0.115 | 0.0800 | No |
| 48 | Rnf19b | 6472 | 0.114 | 0.0827 | No |
| 49 | Lamb3 | 6679 | 0.106 | 0.0749 | No |
| 50 | Nfkbie | 6689 | 0.106 | 0.0773 | No |
| 51 | Fos | 6904 | 0.097 | 0.0688 | No |
| 52 | Nfkb1 | 6934 | 0.096 | 0.0699 | No |
| 53 | Irf1 | 7013 | 0.093 | 0.0684 | No |
| 54 | Rel | 7016 | 0.093 | 0.0708 | No |
| 55 | Zfp36 | 7393 | 0.079 | 0.0535 | No |
| 56 | Gpr183 | 7421 | 0.078 | 0.0542 | No |
| 57 | Tiparp | 7459 | 0.077 | 0.0544 | No |
| 58 | Maff | 7629 | 0.072 | 0.0476 | No |
| 59 | Plk2 | 7943 | 0.060 | 0.0330 | No |
| 60 | Cflar | 7970 | 0.059 | 0.0333 | No |
| 61 | Trip10 | 8000 | 0.058 | 0.0333 | No |
| 62 | Sphk1 | 8060 | 0.056 | 0.0318 | No |
| 63 | Atp2b1 | 8208 | 0.051 | 0.0256 | No |
| 64 | Tank | 8229 | 0.050 | 0.0259 | No |
| 65 | Tnf | 8256 | 0.049 | 0.0259 | No |
| 66 | Dennd5a | 8432 | 0.042 | 0.0180 | No |
| 67 | Cd44 | 8439 | 0.042 | 0.0188 | No |
| 68 | Rela | 8565 | 0.037 | 0.0133 | No |
| 69 | Phlda1 | 8695 | 0.033 | 0.0075 | No |
| 70 | Fosb | 8725 | 0.032 | 0.0069 | No |
| 71 | B4galt1 | 8998 | 0.022 | -0.0066 | No |
| 72 | Pnrc1 | 9323 | 0.011 | -0.0231 | No |
| 73 | Jun | 9351 | 0.010 | -0.0242 | No |
| 74 | Tnfaip2 | 9391 | 0.009 | -0.0260 | No |
| 75 | Smad3 | 9478 | 0.006 | -0.0302 | No |
| 76 | Myc | 9550 | 0.004 | -0.0338 | No |
| 77 | Nfkbia | 9579 | 0.003 | -0.0352 | No |
| 78 | Btg2 | 9675 | 0.001 | -0.0401 | No |
| 79 | Lif | 9704 | 0.000 | -0.0415 | No |
| 80 | Junb | 10247 | -0.017 | -0.0691 | No |
| 81 | Ptpre | 10355 | -0.020 | -0.0741 | No |
| 82 | Pmepa1 | 10358 | -0.020 | -0.0736 | No |
| 83 | Egr1 | 10458 | -0.024 | -0.0781 | No |
| 84 | Jag1 | 10909 | -0.041 | -0.1003 | No |
| 85 | Nampt | 10926 | -0.041 | -0.1000 | No |
| 86 | Mcl1 | 10951 | -0.042 | -0.1001 | No |
| 87 | Ripk2 | 11001 | -0.044 | -0.1014 | No |
| 88 | Kynu | 11015 | -0.044 | -0.1009 | No |
| 89 | Nfe2l2 | 11173 | -0.050 | -0.1077 | No |
| 90 | Birc3 | 11357 | -0.056 | -0.1156 | No |
| 91 | Pdlim5 | 11456 | -0.059 | -0.1191 | No |
| 92 | Yrdc | 11503 | -0.061 | -0.1198 | No |
| 93 | Csf1 | 11596 | -0.064 | -0.1229 | No |
| 94 | Kdm6b | 11604 | -0.064 | -0.1215 | No |
| 95 | Phlda2 | 11756 | -0.067 | -0.1275 | No |
| 96 | Dnajb4 | 11832 | -0.070 | -0.1295 | No |
| 97 | Birc2 | 11921 | -0.073 | -0.1321 | No |
| 98 | Eif1 | 11954 | -0.074 | -0.1317 | No |
| 99 | Gadd45b | 11976 | -0.075 | -0.1308 | No |
| 100 | Cebpd | 12028 | -0.077 | -0.1313 | No |
| 101 | Ninj1 | 12032 | -0.077 | -0.1294 | No |
| 102 | Bcl3 | 12115 | -0.080 | -0.1315 | No |
| 103 | Ptger4 | 12128 | -0.081 | -0.1300 | No |
| 104 | Dusp2 | 12309 | -0.086 | -0.1369 | No |
| 105 | Ccnl1 | 12399 | -0.090 | -0.1391 | No |
| 106 | Tlr2 | 12461 | -0.092 | -0.1398 | No |
| 107 | Bcl6 | 12507 | -0.093 | -0.1396 | No |
| 108 | Tnfsf9 | 12705 | -0.100 | -0.1471 | No |
| 109 | Irs2 | 12712 | -0.100 | -0.1447 | No |
| 110 | Klf9 | 12858 | -0.105 | -0.1494 | No |
| 111 | Vegfa | 13218 | -0.120 | -0.1647 | No |
| 112 | Stat5a | 13436 | -0.128 | -0.1725 | No |
| 113 | Hes1 | 13693 | -0.138 | -0.1820 | No |
| 114 | Nfkb2 | 13761 | -0.141 | -0.1817 | No |
| 115 | Plpp3 | 13788 | -0.142 | -0.1792 | No |
| 116 | Dusp5 | 13829 | -0.142 | -0.1775 | No |
| 117 | Nfat5 | 13863 | -0.144 | -0.1753 | No |
| 118 | Pde4b | 13900 | -0.145 | -0.1733 | No |
| 119 | Ifit2 | 14029 | -0.150 | -0.1759 | No |
| 120 | Ier2 | 14155 | -0.155 | -0.1782 | No |
| 121 | Tubb2a | 14200 | -0.156 | -0.1763 | No |
| 122 | Fosl2 | 14225 | -0.157 | -0.1733 | No |
| 123 | Ehd1 | 14879 | -0.183 | -0.2021 | No |
| 124 | Tnip2 | 15000 | -0.188 | -0.2033 | No |
| 125 | Ccl5 | 15335 | -0.204 | -0.2151 | No |
| 126 | Tgif1 | 15377 | -0.205 | -0.2117 | No |
| 127 | Il7r | 15695 | -0.222 | -0.2221 | Yes |
| 128 | Dram1 | 15696 | -0.222 | -0.2161 | Yes |
| 129 | Tnfaip8 | 15814 | -0.228 | -0.2161 | Yes |
| 130 | Nfil3 | 15943 | -0.235 | -0.2164 | Yes |
| 131 | Sdc4 | 15998 | -0.239 | -0.2128 | Yes |
| 132 | Map3k8 | 16251 | -0.252 | -0.2190 | Yes |
| 133 | Sqstm1 | 16276 | -0.254 | -0.2134 | Yes |
| 134 | Sat1 | 16378 | -0.260 | -0.2117 | Yes |
| 135 | Cebpb | 16458 | -0.265 | -0.2086 | Yes |
| 136 | Gfpt2 | 16513 | -0.269 | -0.2042 | Yes |
| 137 | Il18 | 16617 | -0.275 | -0.2021 | Yes |
| 138 | Bhlhe40 | 16722 | -0.281 | -0.2000 | Yes |
| 139 | Per1 | 16735 | -0.282 | -0.1930 | Yes |
| 140 | Slc2a6 | 16776 | -0.285 | -0.1874 | Yes |
| 141 | Nr4a1 | 17009 | -0.301 | -0.1913 | Yes |
| 142 | Tsc22d1 | 17121 | -0.308 | -0.1888 | Yes |
| 143 | Nr4a2 | 17257 | -0.316 | -0.1873 | Yes |
| 144 | Zbtb10 | 17268 | -0.317 | -0.1793 | Yes |
| 145 | Dusp1 | 17301 | -0.319 | -0.1724 | Yes |
| 146 | Tap1 | 17413 | -0.327 | -0.1693 | Yes |
| 147 | Sgk1 | 17428 | -0.328 | -0.1613 | Yes |
| 148 | Pfkfb3 | 17594 | -0.346 | -0.1605 | Yes |
| 149 | Sod2 | 17700 | -0.354 | -0.1564 | Yes |
| 150 | Efna1 | 17870 | -0.371 | -0.1552 | Yes |
| 151 | Rhob | 17970 | -0.383 | -0.1500 | Yes |
| 152 | Serpinb8 | 17993 | -0.386 | -0.1407 | Yes |
| 153 | Fjx1 | 18129 | -0.397 | -0.1370 | Yes |
| 154 | Tnfrsf9 | 18183 | -0.404 | -0.1289 | Yes |
| 155 | Ptgs2 | 18328 | -0.420 | -0.1251 | Yes |
| 156 | Klf10 | 18425 | -0.431 | -0.1185 | Yes |
| 157 | Ifih1 | 18457 | -0.436 | -0.1084 | Yes |
| 158 | Serpinb2 | 18583 | -0.452 | -0.1027 | Yes |
| 159 | Hbegf | 18595 | -0.454 | -0.0911 | Yes |
| 160 | Ppp1r15a | 18608 | -0.456 | -0.0794 | Yes |
| 161 | Map2k3 | 18783 | -0.487 | -0.0753 | Yes |
| 162 | Ccrl2 | 18793 | -0.491 | -0.0626 | Yes |
| 163 | Socs3 | 18887 | -0.509 | -0.0537 | Yes |
| 164 | Rigi | 18971 | -0.525 | -0.0439 | Yes |
| 165 | Trib1 | 18972 | -0.525 | -0.0298 | Yes |
| 166 | Btg1 | 19296 | -0.660 | -0.0288 | Yes |
| 167 | Spsb1 | 19358 | -0.702 | -0.0131 | Yes |
| 168 | Abca1 | 19435 | -0.782 | 0.0040 | Yes |

