| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group4.GMP.mono_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.18054228 |
| Normalized Enrichment Score (NES) | 0.79945606 |
| Nominal p-value | 0.83232325 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfaip3 | 51 | 1.027 | 0.0206 | Yes |
| 2 | Il23a | 61 | 1.013 | 0.0427 | Yes |
| 3 | Plk2 | 186 | 0.826 | 0.0558 | Yes |
| 4 | Plau | 278 | 0.760 | 0.0688 | Yes |
| 5 | Ier2 | 361 | 0.724 | 0.0814 | Yes |
| 6 | Jag1 | 508 | 0.660 | 0.0898 | Yes |
| 7 | Rhob | 570 | 0.638 | 0.1013 | Yes |
| 8 | F2rl1 | 577 | 0.635 | 0.1152 | Yes |
| 9 | Il18 | 641 | 0.619 | 0.1262 | Yes |
| 10 | Gem | 681 | 0.612 | 0.1382 | Yes |
| 11 | Fos | 777 | 0.588 | 0.1472 | Yes |
| 12 | Dusp1 | 1387 | 0.500 | 0.1323 | Yes |
| 13 | Tnip1 | 1460 | 0.489 | 0.1401 | Yes |
| 14 | Jun | 1580 | 0.472 | 0.1455 | Yes |
| 15 | Bhlhe40 | 1657 | 0.462 | 0.1525 | Yes |
| 16 | Klf2 | 1769 | 0.449 | 0.1578 | Yes |
| 17 | Fosb | 1857 | 0.439 | 0.1638 | Yes |
| 18 | Serpinb2 | 2213 | 0.411 | 0.1578 | Yes |
| 19 | Fjx1 | 2460 | 0.394 | 0.1560 | Yes |
| 20 | Il1b | 2489 | 0.391 | 0.1635 | Yes |
| 21 | Plpp3 | 2608 | 0.385 | 0.1670 | Yes |
| 22 | Tnip2 | 2768 | 0.376 | 0.1686 | Yes |
| 23 | Lif | 2868 | 0.370 | 0.1726 | Yes |
| 24 | Cxcl10 | 2962 | 0.367 | 0.1768 | Yes |
| 25 | Birc2 | 3427 | 0.339 | 0.1645 | Yes |
| 26 | Dennd5a | 3911 | 0.308 | 0.1507 | Yes |
| 27 | Pdlim5 | 3940 | 0.306 | 0.1564 | Yes |
| 28 | Fut4 | 4105 | 0.297 | 0.1559 | Yes |
| 29 | Relb | 4115 | 0.296 | 0.1621 | Yes |
| 30 | Nr4a3 | 4306 | 0.287 | 0.1604 | Yes |
| 31 | Spsb1 | 4436 | 0.280 | 0.1611 | Yes |
| 32 | Klf6 | 4439 | 0.279 | 0.1672 | Yes |
| 33 | Fosl1 | 4563 | 0.272 | 0.1680 | Yes |
| 34 | Cd80 | 4649 | 0.268 | 0.1703 | Yes |
| 35 | Mcl1 | 4657 | 0.267 | 0.1760 | Yes |
| 36 | Dusp4 | 4689 | 0.266 | 0.1805 | Yes |
| 37 | Rel | 4912 | 0.255 | 0.1767 | No |
| 38 | Atp2b1 | 5041 | 0.249 | 0.1768 | No |
| 39 | Plaur | 5206 | 0.240 | 0.1751 | No |
| 40 | Fosl2 | 5273 | 0.237 | 0.1776 | No |
| 41 | Hes1 | 5802 | 0.218 | 0.1599 | No |
| 42 | Cebpd | 6093 | 0.209 | 0.1522 | No |
| 43 | Stat5a | 6175 | 0.205 | 0.1533 | No |
| 44 | Trib1 | 6342 | 0.200 | 0.1506 | No |
| 45 | Phlda1 | 6381 | 0.199 | 0.1534 | No |
| 46 | Zbtb10 | 6395 | 0.198 | 0.1573 | No |
| 47 | Btg1 | 6813 | 0.185 | 0.1436 | No |
| 48 | Trip10 | 6933 | 0.180 | 0.1425 | No |
| 49 | Birc3 | 7033 | 0.177 | 0.1423 | No |
| 50 | Pnrc1 | 7264 | 0.168 | 0.1362 | No |
| 51 | Ifit2 | 7266 | 0.168 | 0.1399 | No |
| 52 | Btg2 | 7271 | 0.168 | 0.1434 | No |
| 53 | Olr1 | 7387 | 0.163 | 0.1421 | No |
| 54 | Rnf19b | 7435 | 0.161 | 0.1437 | No |
| 55 | Tnfaip8 | 7479 | 0.160 | 0.1454 | No |
| 56 | Ptgs2 | 7489 | 0.159 | 0.1486 | No |
| 57 | Cflar | 7738 | 0.151 | 0.1413 | No |
| 58 | Ets2 | 7774 | 0.149 | 0.1432 | No |
| 59 | Klf4 | 7921 | 0.143 | 0.1401 | No |
| 60 | Tnfaip6 | 8210 | 0.131 | 0.1307 | No |
| 61 | Il6st | 8258 | 0.129 | 0.1316 | No |
| 62 | Dnajb4 | 8439 | 0.122 | 0.1266 | No |
| 63 | Lamb3 | 8539 | 0.118 | 0.1251 | No |
| 64 | Ninj1 | 8738 | 0.110 | 0.1190 | No |
| 65 | Il7r | 8848 | 0.106 | 0.1168 | No |
| 66 | B4galt1 | 8997 | 0.102 | 0.1127 | No |
| 67 | Ccnl1 | 9114 | 0.097 | 0.1099 | No |
| 68 | Nfkbia | 9143 | 0.096 | 0.1109 | No |
| 69 | Vegfa | 9151 | 0.096 | 0.1127 | No |
| 70 | Nfe2l2 | 9248 | 0.093 | 0.1107 | No |
| 71 | Smad3 | 9665 | 0.079 | 0.0947 | No |
| 72 | Per1 | 9698 | 0.078 | 0.0950 | No |
| 73 | Atf3 | 9711 | 0.077 | 0.0962 | No |
| 74 | Slc2a3 | 10010 | 0.066 | 0.0850 | No |
| 75 | Cd44 | 10345 | 0.054 | 0.0719 | No |
| 76 | Sat1 | 10420 | 0.051 | 0.0699 | No |
| 77 | Gfpt2 | 10491 | 0.048 | 0.0680 | No |
| 78 | Dram1 | 10570 | 0.045 | 0.0657 | No |
| 79 | Nr4a1 | 10571 | 0.045 | 0.0667 | No |
| 80 | B4galt5 | 10690 | 0.041 | 0.0626 | No |
| 81 | Ccnd1 | 10919 | 0.032 | 0.0536 | No |
| 82 | Tnf | 11211 | 0.023 | 0.0417 | No |
| 83 | Mxd1 | 11268 | 0.022 | 0.0398 | No |
| 84 | Serpinb8 | 11668 | 0.009 | 0.0229 | No |
| 85 | Sgk1 | 11692 | 0.008 | 0.0221 | No |
| 86 | Sqstm1 | 11763 | 0.005 | 0.0193 | No |
| 87 | Tnfaip2 | 12142 | -0.000 | 0.0032 | No |
| 88 | Plek | 12412 | -0.008 | -0.0081 | No |
| 89 | Map3k8 | 12489 | -0.011 | -0.0112 | No |
| 90 | Ifngr2 | 12632 | -0.015 | -0.0169 | No |
| 91 | Ifih1 | 12698 | -0.018 | -0.0192 | No |
| 92 | Cd83 | 12875 | -0.024 | -0.0262 | No |
| 93 | Nfkb2 | 12876 | -0.024 | -0.0257 | No |
| 94 | Yrdc | 13088 | -0.031 | -0.0340 | No |
| 95 | Irs2 | 13100 | -0.031 | -0.0338 | No |
| 96 | Pfkfb3 | 13140 | -0.033 | -0.0347 | No |
| 97 | Zc3h12a | 13158 | -0.034 | -0.0347 | No |
| 98 | Socs3 | 13370 | -0.041 | -0.0428 | No |
| 99 | Klf10 | 13554 | -0.048 | -0.0495 | No |
| 100 | Icosl | 13622 | -0.051 | -0.0512 | No |
| 101 | Slc16a6 | 13798 | -0.056 | -0.0575 | No |
| 102 | Ldlr | 13808 | -0.056 | -0.0566 | No |
| 103 | Ppp1r15a | 13845 | -0.057 | -0.0569 | No |
| 104 | Litaf | 13860 | -0.058 | -0.0562 | No |
| 105 | Sod2 | 14029 | -0.064 | -0.0619 | No |
| 106 | Tgif1 | 14131 | -0.068 | -0.0647 | No |
| 107 | Nampt | 14150 | -0.068 | -0.0640 | No |
| 108 | Dusp2 | 14383 | -0.078 | -0.0721 | No |
| 109 | Tiparp | 14797 | -0.091 | -0.0877 | No |
| 110 | Il15ra | 14899 | -0.095 | -0.0899 | No |
| 111 | Inhba | 14913 | -0.095 | -0.0884 | No |
| 112 | Nfkb1 | 15003 | -0.099 | -0.0900 | No |
| 113 | Traf1 | 15076 | -0.101 | -0.0908 | No |
| 114 | Nr4a2 | 15174 | -0.105 | -0.0926 | No |
| 115 | Junb | 15208 | -0.107 | -0.0916 | No |
| 116 | Tank | 15279 | -0.109 | -0.0922 | No |
| 117 | Sdc4 | 15281 | -0.109 | -0.0898 | No |
| 118 | Kynu | 15389 | -0.113 | -0.0919 | No |
| 119 | Tlr2 | 15447 | -0.115 | -0.0917 | No |
| 120 | Bcl6 | 15485 | -0.116 | -0.0907 | No |
| 121 | Nfat5 | 15529 | -0.118 | -0.0900 | No |
| 122 | Cd69 | 15542 | -0.118 | -0.0879 | No |
| 123 | Tnc | 15550 | -0.118 | -0.0855 | No |
| 124 | Pmepa1 | 15769 | -0.127 | -0.0920 | No |
| 125 | Map2k3 | 16118 | -0.141 | -0.1037 | No |
| 126 | Ier3 | 16200 | -0.144 | -0.1040 | No |
| 127 | Ptpre | 16216 | -0.145 | -0.1014 | No |
| 128 | Bcl2a1d | 16220 | -0.145 | -0.0983 | No |
| 129 | Nfkbie | 16698 | -0.163 | -0.1151 | No |
| 130 | Ier5 | 16827 | -0.168 | -0.1168 | No |
| 131 | Efna1 | 16879 | -0.170 | -0.1152 | No |
| 132 | Rcan1 | 16995 | -0.174 | -0.1163 | No |
| 133 | Egr1 | 17021 | -0.175 | -0.1134 | No |
| 134 | Klf9 | 17508 | -0.194 | -0.1298 | No |
| 135 | F3 | 17706 | -0.202 | -0.1337 | No |
| 136 | Zfp36 | 17791 | -0.206 | -0.1328 | No |
| 137 | Bcl3 | 17956 | -0.213 | -0.1350 | No |
| 138 | Maff | 17984 | -0.215 | -0.1314 | No |
| 139 | Irf1 | 18000 | -0.215 | -0.1273 | No |
| 140 | Hbegf | 18004 | -0.215 | -0.1226 | No |
| 141 | Egr2 | 18109 | -0.219 | -0.1222 | No |
| 142 | Nfil3 | 18397 | -0.230 | -0.1293 | No |
| 143 | Tap1 | 18516 | -0.234 | -0.1292 | No |
| 144 | Rela | 18944 | -0.257 | -0.1417 | No |
| 145 | Gch1 | 19027 | -0.262 | -0.1393 | No |
| 146 | Gadd45a | 19183 | -0.269 | -0.1400 | No |
| 147 | G0s2 | 19199 | -0.270 | -0.1346 | No |
| 148 | Csf1 | 19257 | -0.272 | -0.1310 | No |
| 149 | Tsc22d1 | 19482 | -0.284 | -0.1342 | No |
| 150 | Panx1 | 20115 | -0.315 | -0.1542 | No |
| 151 | Btg3 | 20184 | -0.319 | -0.1500 | No |
| 152 | Tubb2a | 20292 | -0.325 | -0.1474 | No |
| 153 | Pde4b | 20381 | -0.330 | -0.1438 | No |
| 154 | Ehd1 | 20610 | -0.344 | -0.1459 | No |
| 155 | Tnfsf9 | 20731 | -0.352 | -0.1432 | No |
| 156 | Cdkn1a | 20892 | -0.363 | -0.1420 | No |
| 157 | Marcks | 21244 | -0.389 | -0.1483 | No |
| 158 | Dusp5 | 21492 | -0.409 | -0.1498 | No |
| 159 | Tnfrsf9 | 21662 | -0.421 | -0.1476 | No |
| 160 | Kdm6b | 21698 | -0.424 | -0.1397 | No |
| 161 | Cebpb | 21711 | -0.424 | -0.1308 | No |
| 162 | Abca1 | 21785 | -0.429 | -0.1244 | No |
| 163 | Ccrl2 | 21807 | -0.432 | -0.1157 | No |
| 164 | Clcf1 | 21879 | -0.439 | -0.1090 | No |
| 165 | Slc2a6 | 22121 | -0.464 | -0.1090 | No |
| 166 | Snn | 22386 | -0.492 | -0.1093 | No |
| 167 | Gpr183 | 22464 | -0.500 | -0.1015 | No |
| 168 | Gadd45b | 22876 | -0.561 | -0.1066 | No |
| 169 | Ripk2 | 22993 | -0.586 | -0.0985 | No |
| 170 | Ptger4 | 23249 | -0.654 | -0.0949 | No |
| 171 | Myc | 23257 | -0.657 | -0.0806 | No |
| 172 | Icam1 | 23259 | -0.657 | -0.0660 | No |
| 173 | Ccl5 | 23266 | -0.660 | -0.0516 | No |
| 174 | Rigi | 23303 | -0.673 | -0.0382 | No |
| 175 | Eif1 | 23343 | -0.688 | -0.0246 | No |
| 176 | Id2 | 23495 | -0.791 | -0.0135 | No |
| 177 | Sphk1 | 23552 | -0.854 | 0.0031 | No |

