| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group3.GMP.mono_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.22407462 |
| Normalized Enrichment Score (NES) | 0.9447863 |
| Nominal p-value | 0.5477583 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.997 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Gfpt2 | 3 | 1.242 | 0.0278 | Yes |
| 2 | Vegfa | 24 | 1.024 | 0.0500 | Yes |
| 3 | Bhlhe40 | 186 | 0.729 | 0.0596 | Yes |
| 4 | Serpinb2 | 200 | 0.721 | 0.0753 | Yes |
| 5 | Fos | 365 | 0.629 | 0.0824 | Yes |
| 6 | Dusp1 | 450 | 0.593 | 0.0922 | Yes |
| 7 | Plpp3 | 787 | 0.517 | 0.0895 | Yes |
| 8 | Plau | 851 | 0.503 | 0.0981 | Yes |
| 9 | Ptgs2 | 947 | 0.486 | 0.1050 | Yes |
| 10 | Tnfaip6 | 1021 | 0.473 | 0.1125 | Yes |
| 11 | Cd83 | 1084 | 0.462 | 0.1203 | Yes |
| 12 | Btg1 | 1119 | 0.457 | 0.1291 | Yes |
| 13 | Mcl1 | 1256 | 0.436 | 0.1331 | Yes |
| 14 | Ier2 | 1307 | 0.428 | 0.1407 | Yes |
| 15 | Jun | 1354 | 0.424 | 0.1482 | Yes |
| 16 | Jag1 | 1572 | 0.400 | 0.1480 | Yes |
| 17 | Fut4 | 1610 | 0.397 | 0.1553 | Yes |
| 18 | Il1b | 1670 | 0.391 | 0.1616 | Yes |
| 19 | Gem | 1964 | 0.370 | 0.1575 | Yes |
| 20 | Il18 | 2002 | 0.369 | 0.1642 | Yes |
| 21 | Sgk1 | 2040 | 0.365 | 0.1708 | Yes |
| 22 | Ifit2 | 2297 | 0.345 | 0.1677 | Yes |
| 23 | Il23a | 2309 | 0.344 | 0.1750 | Yes |
| 24 | Sat1 | 2363 | 0.340 | 0.1804 | Yes |
| 25 | Rhob | 2439 | 0.332 | 0.1846 | Yes |
| 26 | Atf3 | 2446 | 0.331 | 0.1918 | Yes |
| 27 | Egr1 | 2517 | 0.324 | 0.1961 | Yes |
| 28 | Abca1 | 2552 | 0.321 | 0.2019 | Yes |
| 29 | Plk2 | 2566 | 0.321 | 0.2086 | Yes |
| 30 | Fosl2 | 2603 | 0.319 | 0.2142 | Yes |
| 31 | Pdlim5 | 2682 | 0.312 | 0.2179 | Yes |
| 32 | Trip10 | 2703 | 0.311 | 0.2241 | Yes |
| 33 | Fosb | 3010 | 0.293 | 0.2176 | No |
| 34 | Phlda1 | 3104 | 0.286 | 0.2201 | No |
| 35 | Ifih1 | 3262 | 0.277 | 0.2196 | No |
| 36 | Atp2b1 | 3772 | 0.249 | 0.2035 | No |
| 37 | Birc2 | 3775 | 0.249 | 0.2090 | No |
| 38 | Nfkb2 | 3816 | 0.247 | 0.2129 | No |
| 39 | Sphk1 | 4118 | 0.232 | 0.2053 | No |
| 40 | G0s2 | 4485 | 0.218 | 0.1946 | No |
| 41 | Dennd5a | 4839 | 0.205 | 0.1841 | No |
| 42 | Hbegf | 5076 | 0.195 | 0.1784 | No |
| 43 | Btg2 | 5190 | 0.193 | 0.1780 | No |
| 44 | Nampt | 5212 | 0.192 | 0.1814 | No |
| 45 | Tnfaip2 | 5496 | 0.180 | 0.1734 | No |
| 46 | Tgif1 | 5571 | 0.178 | 0.1742 | No |
| 47 | Map3k8 | 5623 | 0.176 | 0.1760 | No |
| 48 | Ccnl1 | 5648 | 0.175 | 0.1789 | No |
| 49 | Tnc | 5732 | 0.172 | 0.1792 | No |
| 50 | Cxcl10 | 5762 | 0.171 | 0.1819 | No |
| 51 | Lamb3 | 5777 | 0.170 | 0.1851 | No |
| 52 | Fjx1 | 5806 | 0.169 | 0.1877 | No |
| 53 | Tnfaip8 | 5861 | 0.167 | 0.1892 | No |
| 54 | Tlr2 | 6048 | 0.160 | 0.1848 | No |
| 55 | Cebpd | 6270 | 0.152 | 0.1788 | No |
| 56 | B4galt5 | 6404 | 0.147 | 0.1765 | No |
| 57 | Cd44 | 6757 | 0.135 | 0.1645 | No |
| 58 | Tsc22d1 | 7023 | 0.126 | 0.1560 | No |
| 59 | Klf4 | 7133 | 0.123 | 0.1541 | No |
| 60 | Klf6 | 7200 | 0.121 | 0.1541 | No |
| 61 | Dnajb4 | 7261 | 0.119 | 0.1542 | No |
| 62 | Plaur | 7848 | 0.103 | 0.1315 | No |
| 63 | Zbtb10 | 7861 | 0.103 | 0.1333 | No |
| 64 | Zfp36 | 7896 | 0.101 | 0.1341 | No |
| 65 | Irs2 | 7917 | 0.101 | 0.1355 | No |
| 66 | Kynu | 7958 | 0.099 | 0.1361 | No |
| 67 | Klf2 | 8333 | 0.089 | 0.1221 | No |
| 68 | Dusp4 | 8400 | 0.087 | 0.1212 | No |
| 69 | Tnip1 | 8403 | 0.087 | 0.1231 | No |
| 70 | Tank | 8618 | 0.080 | 0.1158 | No |
| 71 | B4galt1 | 8650 | 0.079 | 0.1162 | No |
| 72 | Pfkfb3 | 8720 | 0.077 | 0.1150 | No |
| 73 | Tnip2 | 8956 | 0.069 | 0.1066 | No |
| 74 | Ppp1r15a | 9010 | 0.067 | 0.1058 | No |
| 75 | Rel | 9042 | 0.067 | 0.1060 | No |
| 76 | Tnfaip3 | 9541 | 0.052 | 0.0859 | No |
| 77 | Traf1 | 9575 | 0.051 | 0.0857 | No |
| 78 | Cflar | 10011 | 0.038 | 0.0680 | No |
| 79 | Birc3 | 10087 | 0.036 | 0.0656 | No |
| 80 | Rnf19b | 10128 | 0.034 | 0.0646 | No |
| 81 | Il7r | 10573 | 0.021 | 0.0462 | No |
| 82 | Il15ra | 11262 | 0.001 | 0.0168 | No |
| 83 | Ifngr2 | 11542 | -0.003 | 0.0050 | No |
| 84 | Nfe2l2 | 11618 | -0.006 | 0.0020 | No |
| 85 | Klf10 | 11785 | -0.011 | -0.0049 | No |
| 86 | Dram1 | 11898 | -0.014 | -0.0093 | No |
| 87 | Rcan1 | 11910 | -0.015 | -0.0095 | No |
| 88 | Olr1 | 11933 | -0.016 | -0.0101 | No |
| 89 | Irf1 | 12166 | -0.022 | -0.0195 | No |
| 90 | Klf9 | 12197 | -0.023 | -0.0202 | No |
| 91 | Dusp2 | 12308 | -0.026 | -0.0243 | No |
| 92 | Id2 | 12340 | -0.027 | -0.0250 | No |
| 93 | Ninj1 | 12350 | -0.027 | -0.0248 | No |
| 94 | Panx1 | 12378 | -0.028 | -0.0253 | No |
| 95 | Mxd1 | 12833 | -0.041 | -0.0438 | No |
| 96 | Tiparp | 13263 | -0.055 | -0.0609 | No |
| 97 | Pnrc1 | 13474 | -0.061 | -0.0684 | No |
| 98 | Fosl1 | 13476 | -0.062 | -0.0671 | No |
| 99 | Smad3 | 13510 | -0.063 | -0.0671 | No |
| 100 | Per1 | 13548 | -0.064 | -0.0672 | No |
| 101 | Icosl | 13682 | -0.068 | -0.0714 | No |
| 102 | Slc16a6 | 13743 | -0.070 | -0.0724 | No |
| 103 | Nr4a2 | 13808 | -0.072 | -0.0735 | No |
| 104 | Efna1 | 14232 | -0.085 | -0.0896 | No |
| 105 | Nr4a1 | 14534 | -0.094 | -0.1003 | No |
| 106 | Marcks | 14619 | -0.097 | -0.1017 | No |
| 107 | Trib1 | 14684 | -0.099 | -0.1022 | No |
| 108 | Ccl5 | 14816 | -0.104 | -0.1055 | No |
| 109 | Il6st | 14853 | -0.105 | -0.1046 | No |
| 110 | Yrdc | 14928 | -0.108 | -0.1053 | No |
| 111 | Litaf | 14959 | -0.109 | -0.1042 | No |
| 112 | Hes1 | 14991 | -0.110 | -0.1030 | No |
| 113 | Zc3h12a | 15193 | -0.116 | -0.1090 | No |
| 114 | Slc2a3 | 15376 | -0.123 | -0.1140 | No |
| 115 | Nfkb1 | 15415 | -0.124 | -0.1128 | No |
| 116 | Cd69 | 15440 | -0.125 | -0.1110 | No |
| 117 | Bcl3 | 15570 | -0.129 | -0.1136 | No |
| 118 | Inhba | 15617 | -0.131 | -0.1126 | No |
| 119 | Sod2 | 15983 | -0.145 | -0.1249 | No |
| 120 | Icam1 | 15994 | -0.145 | -0.1221 | No |
| 121 | Cd80 | 16188 | -0.152 | -0.1269 | No |
| 122 | Plek | 16347 | -0.156 | -0.1301 | No |
| 123 | Ets2 | 16378 | -0.158 | -0.1278 | No |
| 124 | Slc2a6 | 16447 | -0.160 | -0.1271 | No |
| 125 | Stat5a | 16473 | -0.161 | -0.1246 | No |
| 126 | Kdm6b | 16558 | -0.164 | -0.1244 | No |
| 127 | Ripk2 | 16942 | -0.176 | -0.1368 | No |
| 128 | Tap1 | 17013 | -0.179 | -0.1358 | No |
| 129 | Ptpre | 17214 | -0.186 | -0.1401 | No |
| 130 | Ldlr | 17252 | -0.187 | -0.1375 | No |
| 131 | Socs3 | 17675 | -0.205 | -0.1509 | No |
| 132 | Rela | 17758 | -0.209 | -0.1497 | No |
| 133 | Serpinb8 | 17843 | -0.211 | -0.1485 | No |
| 134 | F2rl1 | 18037 | -0.220 | -0.1518 | No |
| 135 | Map2k3 | 18065 | -0.221 | -0.1480 | No |
| 136 | Sdc4 | 18403 | -0.238 | -0.1570 | No |
| 137 | Junb | 18575 | -0.245 | -0.1587 | No |
| 138 | Csf1 | 18962 | -0.261 | -0.1693 | No |
| 139 | Nfkbia | 18965 | -0.261 | -0.1635 | No |
| 140 | Nfil3 | 19043 | -0.264 | -0.1609 | No |
| 141 | Bcl2a1d | 19074 | -0.266 | -0.1562 | No |
| 142 | Snn | 19138 | -0.269 | -0.1528 | No |
| 143 | Ehd1 | 19278 | -0.273 | -0.1526 | No |
| 144 | Nfat5 | 19349 | -0.276 | -0.1494 | No |
| 145 | Bcl6 | 19585 | -0.288 | -0.1529 | No |
| 146 | F3 | 19670 | -0.292 | -0.1499 | No |
| 147 | Tnf | 19932 | -0.304 | -0.1542 | No |
| 148 | Gch1 | 20137 | -0.315 | -0.1558 | No |
| 149 | Nfkbie | 20212 | -0.320 | -0.1518 | No |
| 150 | Cebpb | 20281 | -0.323 | -0.1474 | No |
| 151 | Btg3 | 20341 | -0.326 | -0.1426 | No |
| 152 | Clcf1 | 20369 | -0.328 | -0.1364 | No |
| 153 | Ier5 | 20378 | -0.328 | -0.1293 | No |
| 154 | Eif1 | 20522 | -0.337 | -0.1278 | No |
| 155 | Tnfsf9 | 20556 | -0.339 | -0.1216 | No |
| 156 | Gadd45b | 20964 | -0.365 | -0.1307 | No |
| 157 | Cdkn1a | 21058 | -0.372 | -0.1263 | No |
| 158 | Egr2 | 21312 | -0.388 | -0.1284 | No |
| 159 | Relb | 21425 | -0.396 | -0.1243 | No |
| 160 | Tnfrsf9 | 21434 | -0.396 | -0.1157 | No |
| 161 | Rigi | 21665 | -0.417 | -0.1161 | No |
| 162 | Nr4a3 | 21673 | -0.418 | -0.1070 | No |
| 163 | Gadd45a | 21810 | -0.431 | -0.1031 | No |
| 164 | Pde4b | 21881 | -0.437 | -0.0962 | No |
| 165 | Pmepa1 | 21884 | -0.437 | -0.0865 | No |
| 166 | Maff | 21998 | -0.447 | -0.0812 | No |
| 167 | Lif | 22045 | -0.451 | -0.0731 | No |
| 168 | Tubb2a | 22175 | -0.462 | -0.0682 | No |
| 169 | Ptger4 | 22695 | -0.530 | -0.0784 | No |
| 170 | Gpr183 | 22876 | -0.560 | -0.0734 | No |
| 171 | Spsb1 | 22905 | -0.565 | -0.0619 | No |
| 172 | Myc | 22987 | -0.581 | -0.0523 | No |
| 173 | Sqstm1 | 23020 | -0.586 | -0.0405 | No |
| 174 | Ier3 | 23057 | -0.595 | -0.0286 | No |
| 175 | Ccrl2 | 23440 | -0.760 | -0.0278 | No |
| 176 | Ccnd1 | 23442 | -0.761 | -0.0107 | No |
| 177 | Dusp5 | 23513 | -0.818 | 0.0047 | No |

