| Dataset | GMP.GMP.neu_Pheno.cls #Group3_versus_Group4.GMP.neu_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.neu_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.26591417 |
| Normalized Enrichment Score (NES) | 1.1527119 |
| Nominal p-value | 0.20930232 |
| FDR q-value | 0.75618327 |
| FWER p-Value | 0.927 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfaip3 | 67 | 0.917 | 0.0175 | Yes |
| 2 | F3 | 129 | 0.804 | 0.0327 | Yes |
| 3 | Marcks | 203 | 0.745 | 0.0460 | Yes |
| 4 | Ccnd1 | 220 | 0.724 | 0.0617 | Yes |
| 5 | Il7r | 503 | 0.608 | 0.0613 | Yes |
| 6 | Spsb1 | 535 | 0.598 | 0.0733 | Yes |
| 7 | F2rl1 | 536 | 0.598 | 0.0869 | Yes |
| 8 | Ldlr | 547 | 0.595 | 0.1000 | Yes |
| 9 | Egr2 | 581 | 0.586 | 0.1116 | Yes |
| 10 | Ets2 | 628 | 0.575 | 0.1224 | Yes |
| 11 | Tnfaip6 | 711 | 0.556 | 0.1309 | Yes |
| 12 | Nr4a2 | 821 | 0.537 | 0.1377 | Yes |
| 13 | Tlr2 | 880 | 0.527 | 0.1467 | Yes |
| 14 | Rhob | 1055 | 0.494 | 0.1492 | Yes |
| 15 | Nfkbia | 1093 | 0.491 | 0.1585 | Yes |
| 16 | Gch1 | 1173 | 0.482 | 0.1655 | Yes |
| 17 | Litaf | 1225 | 0.474 | 0.1737 | Yes |
| 18 | Gadd45b | 1442 | 0.447 | 0.1730 | Yes |
| 19 | Dusp4 | 1548 | 0.435 | 0.1776 | Yes |
| 20 | Id2 | 1794 | 0.413 | 0.1746 | Yes |
| 21 | Yrdc | 1973 | 0.396 | 0.1747 | Yes |
| 22 | Pde4b | 1995 | 0.394 | 0.1826 | Yes |
| 23 | Gpr183 | 2027 | 0.391 | 0.1899 | Yes |
| 24 | Ccrl2 | 2059 | 0.387 | 0.1972 | Yes |
| 25 | Plau | 2066 | 0.386 | 0.2057 | Yes |
| 26 | Zfp36 | 2112 | 0.380 | 0.2120 | Yes |
| 27 | Ehd1 | 2159 | 0.374 | 0.2182 | Yes |
| 28 | Traf1 | 2188 | 0.373 | 0.2253 | Yes |
| 29 | Tnf | 2304 | 0.365 | 0.2278 | Yes |
| 30 | Relb | 2438 | 0.357 | 0.2292 | Yes |
| 31 | Jag1 | 2501 | 0.352 | 0.2341 | Yes |
| 32 | Bhlhe40 | 2612 | 0.345 | 0.2364 | Yes |
| 33 | Irf1 | 2736 | 0.336 | 0.2379 | Yes |
| 34 | G0s2 | 2758 | 0.334 | 0.2444 | Yes |
| 35 | Fos | 2798 | 0.330 | 0.2499 | Yes |
| 36 | Dusp2 | 2996 | 0.318 | 0.2472 | Yes |
| 37 | Nfe2l2 | 3022 | 0.315 | 0.2532 | Yes |
| 38 | Olr1 | 3076 | 0.313 | 0.2576 | Yes |
| 39 | Cebpd | 3256 | 0.304 | 0.2555 | Yes |
| 40 | Serpinb2 | 3382 | 0.294 | 0.2559 | Yes |
| 41 | Gfpt2 | 3402 | 0.293 | 0.2616 | Yes |
| 42 | Btg2 | 3450 | 0.292 | 0.2659 | Yes |
| 43 | Myc | 3693 | 0.275 | 0.2600 | No |
| 44 | Gem | 3889 | 0.260 | 0.2561 | No |
| 45 | Zc3h12a | 3978 | 0.255 | 0.2575 | No |
| 46 | Sod2 | 4310 | 0.238 | 0.2462 | No |
| 47 | Bcl6 | 4451 | 0.229 | 0.2444 | No |
| 48 | Nfkbie | 4548 | 0.228 | 0.2448 | No |
| 49 | Birc2 | 4726 | 0.220 | 0.2408 | No |
| 50 | Klf10 | 4793 | 0.215 | 0.2424 | No |
| 51 | Il18 | 4907 | 0.210 | 0.2415 | No |
| 52 | Tnip1 | 5268 | 0.192 | 0.2277 | No |
| 53 | Ier5 | 5307 | 0.190 | 0.2302 | No |
| 54 | Klf6 | 5359 | 0.188 | 0.2319 | No |
| 55 | Klf4 | 5415 | 0.184 | 0.2333 | No |
| 56 | Clcf1 | 5560 | 0.181 | 0.2302 | No |
| 57 | Cebpb | 5581 | 0.180 | 0.2333 | No |
| 58 | Rel | 5647 | 0.177 | 0.2340 | No |
| 59 | Plpp3 | 5742 | 0.171 | 0.2332 | No |
| 60 | Sgk1 | 5848 | 0.167 | 0.2317 | No |
| 61 | Fjx1 | 5904 | 0.165 | 0.2327 | No |
| 62 | Phlda1 | 5923 | 0.164 | 0.2355 | No |
| 63 | Mcl1 | 5981 | 0.162 | 0.2363 | No |
| 64 | Nfil3 | 6459 | 0.139 | 0.2154 | No |
| 65 | Plaur | 6651 | 0.129 | 0.2088 | No |
| 66 | Vegfa | 6806 | 0.123 | 0.2038 | No |
| 67 | Kdm6b | 7121 | 0.119 | 0.1907 | No |
| 68 | Nr4a1 | 7209 | 0.115 | 0.1889 | No |
| 69 | Tiparp | 7273 | 0.111 | 0.1883 | No |
| 70 | Rnf19b | 7547 | 0.101 | 0.1768 | No |
| 71 | Ppp1r15a | 7835 | 0.090 | 0.1644 | No |
| 72 | Tap1 | 7843 | 0.089 | 0.1661 | No |
| 73 | B4galt1 | 7896 | 0.088 | 0.1655 | No |
| 74 | Cd69 | 7938 | 0.086 | 0.1654 | No |
| 75 | Icosl | 8007 | 0.083 | 0.1638 | No |
| 76 | Per1 | 8057 | 0.081 | 0.1632 | No |
| 77 | Btg3 | 8174 | 0.077 | 0.1591 | No |
| 78 | Cflar | 8188 | 0.076 | 0.1602 | No |
| 79 | Atp2b1 | 8270 | 0.073 | 0.1578 | No |
| 80 | Slc16a6 | 8336 | 0.070 | 0.1561 | No |
| 81 | Pnrc1 | 8551 | 0.061 | 0.1467 | No |
| 82 | Plek | 8589 | 0.060 | 0.1462 | No |
| 83 | Nampt | 8605 | 0.059 | 0.1468 | No |
| 84 | Dennd5a | 8647 | 0.057 | 0.1461 | No |
| 85 | Sqstm1 | 8668 | 0.057 | 0.1463 | No |
| 86 | Birc3 | 8751 | 0.053 | 0.1434 | No |
| 87 | Lamb3 | 8848 | 0.050 | 0.1397 | No |
| 88 | Jun | 8945 | 0.046 | 0.1359 | No |
| 89 | Map2k3 | 9125 | 0.039 | 0.1278 | No |
| 90 | Slc2a3 | 9815 | 0.015 | 0.0935 | No |
| 91 | Tnip2 | 10183 | 0.002 | 0.0750 | No |
| 92 | Il6st | 10520 | -0.003 | 0.0582 | No |
| 93 | Ier2 | 10557 | -0.004 | 0.0564 | No |
| 94 | B4galt5 | 10711 | -0.009 | 0.0489 | No |
| 95 | Bcl3 | 11019 | -0.020 | 0.0339 | No |
| 96 | Inhba | 11184 | -0.025 | 0.0262 | No |
| 97 | Slc2a6 | 11248 | -0.027 | 0.0237 | No |
| 98 | Junb | 11249 | -0.027 | 0.0243 | No |
| 99 | Eif1 | 11426 | -0.034 | 0.0162 | No |
| 100 | Ptpre | 11477 | -0.035 | 0.0145 | No |
| 101 | Cd80 | 11530 | -0.037 | 0.0127 | No |
| 102 | Zbtb10 | 11616 | -0.040 | 0.0094 | No |
| 103 | Rcan1 | 11622 | -0.040 | 0.0100 | No |
| 104 | Trip10 | 11648 | -0.041 | 0.0097 | No |
| 105 | Trib1 | 11702 | -0.043 | 0.0080 | No |
| 106 | Ptger4 | 12076 | -0.055 | -0.0095 | No |
| 107 | Nfkb2 | 12217 | -0.060 | -0.0152 | No |
| 108 | Ninj1 | 12328 | -0.064 | -0.0193 | No |
| 109 | Tsc22d1 | 12595 | -0.073 | -0.0310 | No |
| 110 | Pdlim5 | 12731 | -0.079 | -0.0360 | No |
| 111 | Hbegf | 12734 | -0.079 | -0.0343 | No |
| 112 | Snn | 12764 | -0.080 | -0.0340 | No |
| 113 | Ripk2 | 12775 | -0.080 | -0.0326 | No |
| 114 | Pfkfb3 | 12989 | -0.088 | -0.0414 | No |
| 115 | Ifngr2 | 13038 | -0.090 | -0.0418 | No |
| 116 | Nfkb1 | 13161 | -0.094 | -0.0458 | No |
| 117 | Ccnl1 | 13170 | -0.094 | -0.0440 | No |
| 118 | Klf9 | 13370 | -0.101 | -0.0517 | No |
| 119 | Dusp5 | 13481 | -0.105 | -0.0549 | No |
| 120 | Cd44 | 13524 | -0.107 | -0.0546 | No |
| 121 | Il15ra | 13684 | -0.113 | -0.0600 | No |
| 122 | Tubb2a | 14074 | -0.128 | -0.0767 | No |
| 123 | Smad3 | 14353 | -0.140 | -0.0875 | No |
| 124 | Panx1 | 14400 | -0.141 | -0.0866 | No |
| 125 | Tank | 14554 | -0.147 | -0.0910 | No |
| 126 | Irs2 | 14636 | -0.150 | -0.0916 | No |
| 127 | Maff | 14775 | -0.156 | -0.0950 | No |
| 128 | Stat5a | 14978 | -0.166 | -0.1014 | No |
| 129 | Rela | 15053 | -0.169 | -0.1013 | No |
| 130 | Ifit2 | 15153 | -0.172 | -0.1024 | No |
| 131 | Ier3 | 15206 | -0.175 | -0.1010 | No |
| 132 | Serpinb8 | 15269 | -0.178 | -0.1001 | No |
| 133 | Dusp1 | 15524 | -0.185 | -0.1087 | No |
| 134 | Fut4 | 15666 | -0.192 | -0.1114 | No |
| 135 | Kynu | 15685 | -0.193 | -0.1080 | No |
| 136 | Nfat5 | 16036 | -0.211 | -0.1208 | No |
| 137 | Mxd1 | 16146 | -0.213 | -0.1214 | No |
| 138 | Tnfaip2 | 16195 | -0.216 | -0.1189 | No |
| 139 | Egr1 | 16393 | -0.227 | -0.1237 | No |
| 140 | Fosl2 | 16573 | -0.237 | -0.1273 | No |
| 141 | Icam1 | 16597 | -0.238 | -0.1231 | No |
| 142 | Gadd45a | 16675 | -0.243 | -0.1214 | No |
| 143 | Tnfaip8 | 16979 | -0.262 | -0.1307 | No |
| 144 | Klf2 | 17414 | -0.283 | -0.1461 | No |
| 145 | Tnfsf9 | 17541 | -0.292 | -0.1458 | No |
| 146 | Sat1 | 17793 | -0.310 | -0.1514 | No |
| 147 | Tnc | 17866 | -0.316 | -0.1479 | No |
| 148 | Cxcl10 | 17887 | -0.316 | -0.1417 | No |
| 149 | Rigi | 18019 | -0.325 | -0.1409 | No |
| 150 | Tnfrsf9 | 18039 | -0.327 | -0.1344 | No |
| 151 | Plk2 | 18209 | -0.337 | -0.1352 | No |
| 152 | Map3k8 | 18356 | -0.349 | -0.1347 | No |
| 153 | Dram1 | 18553 | -0.368 | -0.1362 | No |
| 154 | Socs3 | 18623 | -0.375 | -0.1311 | No |
| 155 | Fosb | 18812 | -0.400 | -0.1315 | No |
| 156 | Sphk1 | 18909 | -0.411 | -0.1270 | No |
| 157 | Bcl2a1d | 18980 | -0.419 | -0.1209 | No |
| 158 | Atf3 | 19027 | -0.424 | -0.1136 | No |
| 159 | Fosl1 | 19277 | -0.460 | -0.1157 | No |
| 160 | Tgif1 | 19292 | -0.463 | -0.1058 | No |
| 161 | Cdkn1a | 19498 | -0.508 | -0.1046 | No |
| 162 | Pmepa1 | 19595 | -0.535 | -0.0973 | No |
| 163 | Nr4a3 | 19624 | -0.544 | -0.0863 | No |
| 164 | Ptgs2 | 19663 | -0.558 | -0.0755 | No |
| 165 | Btg1 | 19684 | -0.564 | -0.0637 | No |
| 166 | Ifih1 | 19688 | -0.566 | -0.0509 | No |
| 167 | Dnajb4 | 19720 | -0.576 | -0.0394 | No |
| 168 | Csf1 | 20004 | -0.905 | -0.0331 | No |
| 169 | Abca1 | 20024 | -1.500 | 0.0001 | No |

