| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group4.MPP_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.18262559 |
| Normalized Enrichment Score (NES) | 0.7728046 |
| Nominal p-value | 0.8734694 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Snn | 92 | 0.814 | 0.0154 | Yes |
| 2 | Fos | 93 | 0.813 | 0.0356 | Yes |
| 3 | Lif | 131 | 0.771 | 0.0528 | Yes |
| 4 | Dusp1 | 203 | 0.718 | 0.0670 | Yes |
| 5 | Klf2 | 282 | 0.671 | 0.0796 | Yes |
| 6 | Jun | 335 | 0.643 | 0.0929 | Yes |
| 7 | Klf4 | 336 | 0.642 | 0.1088 | Yes |
| 8 | Ier2 | 392 | 0.622 | 0.1214 | Yes |
| 9 | Fosb | 720 | 0.541 | 0.1179 | Yes |
| 10 | Plek | 783 | 0.527 | 0.1278 | Yes |
| 11 | Dusp4 | 851 | 0.514 | 0.1371 | Yes |
| 12 | Il6st | 1035 | 0.486 | 0.1397 | Yes |
| 13 | Egr1 | 1148 | 0.470 | 0.1455 | Yes |
| 14 | Fosl2 | 1156 | 0.469 | 0.1568 | Yes |
| 15 | B4galt5 | 1665 | 0.409 | 0.1407 | Yes |
| 16 | Cd80 | 1691 | 0.407 | 0.1495 | Yes |
| 17 | Cxcl10 | 1722 | 0.404 | 0.1580 | Yes |
| 18 | Ifit2 | 1779 | 0.399 | 0.1650 | Yes |
| 19 | Tnfaip3 | 1862 | 0.392 | 0.1704 | Yes |
| 20 | Id2 | 2015 | 0.377 | 0.1719 | Yes |
| 21 | Ehd1 | 2170 | 0.362 | 0.1730 | Yes |
| 22 | Cd83 | 2186 | 0.361 | 0.1811 | Yes |
| 23 | Ccnd1 | 2379 | 0.347 | 0.1798 | Yes |
| 24 | Nfkbie | 2500 | 0.336 | 0.1820 | Yes |
| 25 | Fosl1 | 2864 | 0.312 | 0.1709 | Yes |
| 26 | Mcl1 | 2899 | 0.309 | 0.1768 | Yes |
| 27 | Tnip1 | 3010 | 0.305 | 0.1787 | Yes |
| 28 | Il15ra | 3197 | 0.292 | 0.1763 | Yes |
| 29 | Tubb2a | 3216 | 0.291 | 0.1826 | Yes |
| 30 | Tlr2 | 3763 | 0.253 | 0.1607 | No |
| 31 | Atp2b1 | 3797 | 0.250 | 0.1652 | No |
| 32 | Olr1 | 3908 | 0.244 | 0.1656 | No |
| 33 | Zc3h12a | 4060 | 0.235 | 0.1636 | No |
| 34 | Phlda2 | 4065 | 0.235 | 0.1692 | No |
| 35 | Atf3 | 4081 | 0.234 | 0.1742 | No |
| 36 | Slc16a6 | 4218 | 0.227 | 0.1729 | No |
| 37 | Panx1 | 4410 | 0.216 | 0.1683 | No |
| 38 | Smad3 | 4426 | 0.216 | 0.1729 | No |
| 39 | Jag1 | 4485 | 0.212 | 0.1752 | No |
| 40 | Plaur | 4597 | 0.207 | 0.1746 | No |
| 41 | Tnip2 | 4673 | 0.204 | 0.1757 | No |
| 42 | Zfp36 | 4692 | 0.203 | 0.1799 | No |
| 43 | Yrdc | 4877 | 0.194 | 0.1751 | No |
| 44 | Fjx1 | 4882 | 0.193 | 0.1797 | No |
| 45 | Marcks | 5225 | 0.179 | 0.1665 | No |
| 46 | B4galt1 | 5304 | 0.175 | 0.1668 | No |
| 47 | Nr4a2 | 5343 | 0.173 | 0.1691 | No |
| 48 | Kynu | 5374 | 0.171 | 0.1718 | No |
| 49 | Cd69 | 5662 | 0.157 | 0.1609 | No |
| 50 | Birc2 | 6067 | 0.137 | 0.1434 | No |
| 51 | G0s2 | 6123 | 0.135 | 0.1439 | No |
| 52 | Tnfsf9 | 6138 | 0.134 | 0.1465 | No |
| 53 | Ets2 | 6142 | 0.134 | 0.1497 | No |
| 54 | Vegfa | 6249 | 0.128 | 0.1474 | No |
| 55 | Ldlr | 6413 | 0.120 | 0.1419 | No |
| 56 | Nfe2l2 | 6483 | 0.117 | 0.1412 | No |
| 57 | Slc2a6 | 6488 | 0.117 | 0.1439 | No |
| 58 | Gpr183 | 6524 | 0.115 | 0.1450 | No |
| 59 | Dennd5a | 6768 | 0.109 | 0.1351 | No |
| 60 | Maff | 7027 | 0.098 | 0.1242 | No |
| 61 | Rhob | 7099 | 0.095 | 0.1229 | No |
| 62 | Cd44 | 7361 | 0.084 | 0.1115 | No |
| 63 | Ppp1r15a | 7423 | 0.082 | 0.1104 | No |
| 64 | Btg3 | 7442 | 0.081 | 0.1114 | No |
| 65 | Cebpb | 7459 | 0.080 | 0.1126 | No |
| 66 | Gfpt2 | 7487 | 0.079 | 0.1132 | No |
| 67 | Sat1 | 7584 | 0.075 | 0.1101 | No |
| 68 | Klf10 | 7609 | 0.074 | 0.1106 | No |
| 69 | Tiparp | 7632 | 0.072 | 0.1113 | No |
| 70 | Kdm6b | 7703 | 0.069 | 0.1094 | No |
| 71 | Icam1 | 7740 | 0.066 | 0.1092 | No |
| 72 | Birc3 | 7933 | 0.059 | 0.1007 | No |
| 73 | Gem | 7986 | 0.057 | 0.0994 | No |
| 74 | Fut4 | 7993 | 0.056 | 0.1005 | No |
| 75 | Phlda1 | 8025 | 0.055 | 0.1003 | No |
| 76 | Sdc4 | 8193 | 0.049 | 0.0928 | No |
| 77 | Trip10 | 8215 | 0.048 | 0.0929 | No |
| 78 | Irf1 | 8292 | 0.044 | 0.0901 | No |
| 79 | Nr4a1 | 8399 | 0.040 | 0.0856 | No |
| 80 | Pmepa1 | 8467 | 0.037 | 0.0831 | No |
| 81 | Mxd1 | 8491 | 0.036 | 0.0828 | No |
| 82 | Ninj1 | 8492 | 0.036 | 0.0836 | No |
| 83 | Gadd45b | 8650 | 0.029 | 0.0763 | No |
| 84 | Plau | 8691 | 0.027 | 0.0749 | No |
| 85 | Bcl6 | 8772 | 0.025 | 0.0713 | No |
| 86 | Btg2 | 8903 | 0.019 | 0.0651 | No |
| 87 | Myc | 8957 | 0.017 | 0.0628 | No |
| 88 | Klf9 | 8982 | 0.016 | 0.0619 | No |
| 89 | Serpinb8 | 9025 | 0.014 | 0.0601 | No |
| 90 | Map2k3 | 9032 | 0.014 | 0.0601 | No |
| 91 | Rel | 9143 | 0.009 | 0.0547 | No |
| 92 | Pdlim5 | 9167 | 0.008 | 0.0537 | No |
| 93 | Dnajb4 | 9217 | 0.006 | 0.0513 | No |
| 94 | Ccnl1 | 9233 | 0.006 | 0.0507 | No |
| 95 | Nfkb2 | 9288 | 0.003 | 0.0480 | No |
| 96 | Stat5a | 9568 | -0.004 | 0.0336 | No |
| 97 | Lamb3 | 9571 | -0.004 | 0.0336 | No |
| 98 | Tnfaip2 | 9946 | -0.019 | 0.0148 | No |
| 99 | Litaf | 10623 | -0.045 | -0.0190 | No |
| 100 | Nampt | 10689 | -0.047 | -0.0212 | No |
| 101 | Irs2 | 10749 | -0.050 | -0.0230 | No |
| 102 | Cdkn1a | 10760 | -0.050 | -0.0223 | No |
| 103 | Pfkfb3 | 10841 | -0.054 | -0.0251 | No |
| 104 | Tnfaip8 | 11024 | -0.061 | -0.0330 | No |
| 105 | Bhlhe40 | 11048 | -0.062 | -0.0326 | No |
| 106 | Per1 | 11160 | -0.067 | -0.0367 | No |
| 107 | Tsc22d1 | 11226 | -0.070 | -0.0383 | No |
| 108 | Btg1 | 11346 | -0.075 | -0.0426 | No |
| 109 | Map3k8 | 11431 | -0.079 | -0.0450 | No |
| 110 | Dram1 | 11511 | -0.082 | -0.0471 | No |
| 111 | Ptpre | 11759 | -0.092 | -0.0576 | No |
| 112 | Rcan1 | 11766 | -0.092 | -0.0556 | No |
| 113 | Dusp5 | 12082 | -0.106 | -0.0692 | No |
| 114 | Slc2a3 | 12159 | -0.109 | -0.0704 | No |
| 115 | Plpp3 | 12245 | -0.114 | -0.0720 | No |
| 116 | Il7r | 12252 | -0.114 | -0.0695 | No |
| 117 | Ier5 | 12650 | -0.134 | -0.0867 | No |
| 118 | Ripk2 | 12713 | -0.137 | -0.0865 | No |
| 119 | Nfkb1 | 13067 | -0.150 | -0.1010 | No |
| 120 | Rela | 13154 | -0.155 | -0.1016 | No |
| 121 | Cflar | 13236 | -0.159 | -0.1019 | No |
| 122 | Hes1 | 13337 | -0.165 | -0.1029 | No |
| 123 | Icosl | 13666 | -0.179 | -0.1154 | No |
| 124 | Csf1 | 13880 | -0.188 | -0.1218 | No |
| 125 | Eif1 | 14193 | -0.203 | -0.1329 | No |
| 126 | Pnrc1 | 14331 | -0.209 | -0.1348 | No |
| 127 | Gadd45a | 14418 | -0.213 | -0.1340 | No |
| 128 | Rnf19b | 14434 | -0.214 | -0.1294 | No |
| 129 | Hbegf | 14481 | -0.216 | -0.1264 | No |
| 130 | Tap1 | 14543 | -0.219 | -0.1242 | No |
| 131 | Tank | 14695 | -0.225 | -0.1264 | No |
| 132 | Pde4b | 14783 | -0.230 | -0.1252 | No |
| 133 | Gch1 | 15032 | -0.243 | -0.1319 | No |
| 134 | Sgk1 | 15057 | -0.245 | -0.1271 | No |
| 135 | Ccl5 | 15121 | -0.248 | -0.1242 | No |
| 136 | Bcl3 | 15231 | -0.254 | -0.1236 | No |
| 137 | Sphk1 | 15276 | -0.256 | -0.1195 | No |
| 138 | Nfkbia | 15290 | -0.257 | -0.1138 | No |
| 139 | Ifngr2 | 15349 | -0.261 | -0.1103 | No |
| 140 | Zbtb10 | 15684 | -0.283 | -0.1205 | No |
| 141 | Relb | 15930 | -0.298 | -0.1258 | No |
| 142 | Efna1 | 16033 | -0.304 | -0.1235 | No |
| 143 | Ccrl2 | 16088 | -0.308 | -0.1187 | No |
| 144 | Klf6 | 16097 | -0.308 | -0.1115 | No |
| 145 | Trib1 | 16189 | -0.313 | -0.1084 | No |
| 146 | Nfat5 | 16254 | -0.317 | -0.1039 | No |
| 147 | Ifih1 | 16371 | -0.324 | -0.1018 | No |
| 148 | Ptger4 | 16576 | -0.338 | -0.1040 | No |
| 149 | Cebpd | 16634 | -0.342 | -0.0984 | No |
| 150 | Tnf | 16741 | -0.351 | -0.0952 | No |
| 151 | Junb | 17071 | -0.378 | -0.1028 | No |
| 152 | Il18 | 17114 | -0.382 | -0.0955 | No |
| 153 | Clcf1 | 17204 | -0.389 | -0.0905 | No |
| 154 | Tnfrsf9 | 17734 | -0.436 | -0.1070 | No |
| 155 | Sod2 | 17813 | -0.444 | -0.1000 | No |
| 156 | Rigi | 17841 | -0.447 | -0.0903 | No |
| 157 | Dusp2 | 17863 | -0.451 | -0.0802 | No |
| 158 | Nfil3 | 18073 | -0.472 | -0.0793 | No |
| 159 | Plk2 | 18295 | -0.504 | -0.0782 | No |
| 160 | Serpinb2 | 18550 | -0.541 | -0.0779 | No |
| 161 | Ptgs2 | 18576 | -0.545 | -0.0657 | No |
| 162 | Tgif1 | 18605 | -0.549 | -0.0535 | No |
| 163 | Ier3 | 18622 | -0.552 | -0.0406 | No |
| 164 | Traf1 | 18693 | -0.565 | -0.0302 | No |
| 165 | Socs3 | 18881 | -0.607 | -0.0248 | No |
| 166 | Abca1 | 18912 | -0.613 | -0.0112 | No |
| 167 | Sqstm1 | 19040 | -0.653 | -0.0016 | No |
| 168 | Spsb1 | 19485 | -1.044 | 0.0014 | No |

