| Dataset | GMP.GMP.mono_Pheno.cls #Group3_versus_Group4.GMP.mono_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | -0.182395 |
| Normalized Enrichment Score (NES) | -0.75288886 |
| Nominal p-value | 0.8956693 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Nr4a3 | 32 | 1.062 | 0.0268 | No |
| 2 | Tnfaip3 | 122 | 0.850 | 0.0455 | No |
| 3 | Ccnd1 | 222 | 0.756 | 0.0613 | No |
| 4 | Lif | 336 | 0.686 | 0.0747 | No |
| 5 | Plk2 | 425 | 0.653 | 0.0882 | No |
| 6 | F2rl1 | 447 | 0.646 | 0.1045 | No |
| 7 | Sqstm1 | 648 | 0.578 | 0.1113 | No |
| 8 | Spsb1 | 697 | 0.570 | 0.1243 | No |
| 9 | Relb | 1272 | 0.467 | 0.1122 | No |
| 10 | Il18 | 1781 | 0.414 | 0.1016 | No |
| 11 | Ier3 | 1858 | 0.406 | 0.1091 | No |
| 12 | Tnip1 | 1883 | 0.403 | 0.1187 | No |
| 13 | Stat5a | 2397 | 0.365 | 0.1066 | No |
| 14 | Trib1 | 2415 | 0.364 | 0.1155 | No |
| 15 | Nfkbia | 2463 | 0.363 | 0.1231 | No |
| 16 | Ets2 | 2495 | 0.361 | 0.1313 | No |
| 17 | Rhob | 2555 | 0.354 | 0.1382 | No |
| 18 | Cxcl10 | 2797 | 0.335 | 0.1368 | No |
| 19 | Cd80 | 2811 | 0.334 | 0.1451 | No |
| 20 | Gem | 2965 | 0.321 | 0.1471 | No |
| 21 | Dusp5 | 3087 | 0.314 | 0.1502 | No |
| 22 | Il23a | 3091 | 0.313 | 0.1584 | No |
| 23 | Fosl1 | 3126 | 0.312 | 0.1652 | No |
| 24 | Ier2 | 3149 | 0.310 | 0.1725 | No |
| 25 | Plau | 3251 | 0.303 | 0.1762 | No |
| 26 | Tnip2 | 3472 | 0.292 | 0.1746 | No |
| 27 | Hes1 | 3934 | 0.271 | 0.1621 | No |
| 28 | Egr2 | 4073 | 0.267 | 0.1633 | No |
| 29 | Jag1 | 4243 | 0.256 | 0.1629 | No |
| 30 | Pmepa1 | 4257 | 0.255 | 0.1691 | No |
| 31 | Klf2 | 4493 | 0.246 | 0.1656 | No |
| 32 | Il6st | 4790 | 0.234 | 0.1592 | No |
| 33 | Pnrc1 | 4894 | 0.229 | 0.1609 | No |
| 34 | Tnf | 5557 | 0.199 | 0.1379 | No |
| 35 | Rel | 5800 | 0.188 | 0.1326 | No |
| 36 | Slc2a3 | 5813 | 0.188 | 0.1370 | No |
| 37 | Nfkbie | 5871 | 0.186 | 0.1395 | No |
| 38 | Maff | 6001 | 0.181 | 0.1388 | No |
| 39 | Pde4b | 6021 | 0.180 | 0.1428 | No |
| 40 | Klf6 | 6070 | 0.178 | 0.1454 | No |
| 41 | Bcl6 | 6229 | 0.172 | 0.1433 | No |
| 42 | Ccrl2 | 6433 | 0.171 | 0.1391 | No |
| 43 | Dusp4 | 6485 | 0.169 | 0.1414 | No |
| 44 | Plek | 6669 | 0.160 | 0.1379 | No |
| 45 | Nfat5 | 6706 | 0.159 | 0.1406 | No |
| 46 | Olr1 | 6758 | 0.157 | 0.1425 | No |
| 47 | Serpinb8 | 6865 | 0.153 | 0.1421 | No |
| 48 | Plaur | 6892 | 0.152 | 0.1450 | No |
| 49 | Fjx1 | 6940 | 0.150 | 0.1470 | No |
| 50 | Junb | 7003 | 0.149 | 0.1483 | No |
| 51 | Nr4a1 | 7140 | 0.143 | 0.1463 | No |
| 52 | Ldlr | 7141 | 0.143 | 0.1500 | No |
| 53 | Socs3 | 7152 | 0.143 | 0.1534 | No |
| 54 | Birc3 | 7180 | 0.141 | 0.1560 | No |
| 55 | Smad3 | 7189 | 0.141 | 0.1594 | No |
| 56 | Ninj1 | 7229 | 0.140 | 0.1614 | No |
| 57 | Rnf19b | 7619 | 0.126 | 0.1482 | No |
| 58 | Gadd45a | 7789 | 0.121 | 0.1442 | No |
| 59 | Fosb | 7874 | 0.118 | 0.1437 | No |
| 60 | Per1 | 7899 | 0.118 | 0.1458 | No |
| 61 | Cflar | 8034 | 0.113 | 0.1431 | No |
| 62 | Dennd5a | 8398 | 0.104 | 0.1304 | No |
| 63 | Nfe2l2 | 8560 | 0.099 | 0.1261 | No |
| 64 | Zbtb10 | 8646 | 0.096 | 0.1251 | No |
| 65 | Jun | 8686 | 0.095 | 0.1259 | No |
| 66 | Birc2 | 8862 | 0.090 | 0.1208 | No |
| 67 | Sod2 | 9001 | 0.085 | 0.1172 | No |
| 68 | Map2k3 | 9184 | 0.081 | 0.1116 | No |
| 69 | Il7r | 9235 | 0.080 | 0.1115 | No |
| 70 | Zc3h12a | 9484 | 0.073 | 0.1029 | No |
| 71 | Cdkn1a | 9572 | 0.071 | 0.1011 | No |
| 72 | Sdc4 | 9610 | 0.070 | 0.1014 | No |
| 73 | Mxd1 | 9907 | 0.062 | 0.0904 | No |
| 74 | Dram1 | 9991 | 0.060 | 0.0884 | No |
| 75 | Gpr183 | 10007 | 0.059 | 0.0893 | No |
| 76 | Yrdc | 10201 | 0.054 | 0.0825 | No |
| 77 | Litaf | 10294 | 0.051 | 0.0800 | No |
| 78 | Ptpre | 10695 | 0.041 | 0.0640 | No |
| 79 | Cebpd | 10727 | 0.041 | 0.0638 | No |
| 80 | Ier5 | 10921 | 0.036 | 0.0565 | No |
| 81 | Nfil3 | 10954 | 0.035 | 0.0560 | No |
| 82 | Bcl2a1d | 11005 | 0.033 | 0.0548 | No |
| 83 | Btg2 | 11164 | 0.029 | 0.0488 | No |
| 84 | Gch1 | 11210 | 0.028 | 0.0476 | No |
| 85 | Cd69 | 11241 | 0.027 | 0.0470 | No |
| 86 | Nfkb1 | 11319 | 0.025 | 0.0444 | No |
| 87 | B4galt1 | 11412 | 0.023 | 0.0411 | No |
| 88 | Icosl | 11692 | 0.016 | 0.0296 | No |
| 89 | Inhba | 11756 | 0.014 | 0.0273 | No |
| 90 | Dusp1 | 11763 | 0.014 | 0.0274 | No |
| 91 | Slc16a6 | 11767 | 0.014 | 0.0277 | No |
| 92 | Btg3 | 12007 | 0.008 | 0.0177 | No |
| 93 | Dnajb4 | 12166 | 0.004 | 0.0110 | No |
| 94 | Il1b | 12347 | 0.000 | 0.0034 | No |
| 95 | Atp2b1 | 12669 | -0.000 | -0.0103 | No |
| 96 | Pdlim5 | 12884 | -0.006 | -0.0193 | No |
| 97 | Klf4 | 12885 | -0.006 | -0.0191 | No |
| 98 | Tnfaip8 | 12927 | -0.007 | -0.0207 | No |
| 99 | Fos | 12979 | -0.008 | -0.0227 | No |
| 100 | Ifngr2 | 13136 | -0.012 | -0.0290 | No |
| 101 | Tubb2a | 13383 | -0.018 | -0.0390 | No |
| 102 | Klf10 | 13978 | -0.033 | -0.0635 | No |
| 103 | Tiparp | 14138 | -0.037 | -0.0693 | No |
| 104 | Ptger4 | 14449 | -0.045 | -0.0813 | No |
| 105 | Rela | 14598 | -0.049 | -0.0863 | No |
| 106 | Myc | 14639 | -0.050 | -0.0867 | No |
| 107 | Fosl2 | 14645 | -0.050 | -0.0856 | No |
| 108 | F3 | 14720 | -0.052 | -0.0873 | No |
| 109 | Plpp3 | 14804 | -0.054 | -0.0894 | No |
| 110 | Lamb3 | 14806 | -0.055 | -0.0880 | No |
| 111 | Nr4a2 | 14846 | -0.056 | -0.0882 | No |
| 112 | Dusp2 | 14943 | -0.058 | -0.0908 | No |
| 113 | Tap1 | 14978 | -0.059 | -0.0907 | No |
| 114 | Bcl3 | 15064 | -0.062 | -0.0927 | No |
| 115 | Csf1 | 15104 | -0.063 | -0.0927 | No |
| 116 | Ccnl1 | 15724 | -0.078 | -0.1170 | No |
| 117 | Cd44 | 15844 | -0.081 | -0.1199 | No |
| 118 | Serpinb2 | 15877 | -0.082 | -0.1191 | No |
| 119 | Efna1 | 16219 | -0.093 | -0.1312 | No |
| 120 | Il15ra | 16380 | -0.096 | -0.1355 | No |
| 121 | Mcl1 | 16420 | -0.097 | -0.1346 | No |
| 122 | Irs2 | 16596 | -0.102 | -0.1393 | No |
| 123 | B4galt5 | 16743 | -0.107 | -0.1427 | No |
| 124 | Pfkfb3 | 16821 | -0.109 | -0.1431 | No |
| 125 | Ppp1r15a | 17032 | -0.116 | -0.1490 | No |
| 126 | Trip10 | 17520 | -0.132 | -0.1663 | No |
| 127 | Traf1 | 17597 | -0.134 | -0.1659 | No |
| 128 | Ehd1 | 17873 | -0.143 | -0.1739 | No |
| 129 | Klf9 | 17903 | -0.145 | -0.1713 | No |
| 130 | Eif1 | 18152 | -0.153 | -0.1778 | No |
| 131 | Rcan1 | 18234 | -0.156 | -0.1771 | No |
| 132 | Phlda1 | 18354 | -0.161 | -0.1779 | Yes |
| 133 | Snn | 18452 | -0.165 | -0.1777 | Yes |
| 134 | Map3k8 | 18551 | -0.170 | -0.1774 | Yes |
| 135 | Fut4 | 18670 | -0.175 | -0.1778 | Yes |
| 136 | Gadd45b | 18694 | -0.176 | -0.1741 | Yes |
| 137 | Ifit2 | 18737 | -0.178 | -0.1712 | Yes |
| 138 | Tnfrsf9 | 18747 | -0.178 | -0.1668 | Yes |
| 139 | Tnfaip2 | 18785 | -0.180 | -0.1636 | Yes |
| 140 | Tnfsf9 | 18981 | -0.188 | -0.1669 | Yes |
| 141 | Atf3 | 18982 | -0.188 | -0.1620 | Yes |
| 142 | Tank | 19019 | -0.189 | -0.1585 | Yes |
| 143 | Irf1 | 19108 | -0.193 | -0.1571 | Yes |
| 144 | Tnfaip6 | 19170 | -0.196 | -0.1545 | Yes |
| 145 | Ptgs2 | 19582 | -0.214 | -0.1664 | Yes |
| 146 | Clcf1 | 19593 | -0.215 | -0.1611 | Yes |
| 147 | Cebpb | 19868 | -0.223 | -0.1669 | Yes |
| 148 | Kdm6b | 19913 | -0.225 | -0.1628 | Yes |
| 149 | Tlr2 | 20084 | -0.233 | -0.1639 | Yes |
| 150 | Tgif1 | 20112 | -0.235 | -0.1588 | Yes |
| 151 | Tnc | 20237 | -0.244 | -0.1577 | Yes |
| 152 | Kynu | 20333 | -0.249 | -0.1551 | Yes |
| 153 | Nampt | 20549 | -0.260 | -0.1574 | Yes |
| 154 | Ifih1 | 20668 | -0.264 | -0.1554 | Yes |
| 155 | Nfkb2 | 20759 | -0.271 | -0.1521 | Yes |
| 156 | Sgk1 | 20782 | -0.273 | -0.1458 | Yes |
| 157 | Btg1 | 20785 | -0.273 | -0.1386 | Yes |
| 158 | Panx1 | 21065 | -0.288 | -0.1429 | Yes |
| 159 | Vegfa | 21074 | -0.288 | -0.1356 | Yes |
| 160 | Zfp36 | 21085 | -0.290 | -0.1283 | Yes |
| 161 | Bhlhe40 | 21092 | -0.291 | -0.1209 | Yes |
| 162 | Sat1 | 21105 | -0.292 | -0.1137 | Yes |
| 163 | Hbegf | 21404 | -0.311 | -0.1182 | Yes |
| 164 | Slc2a6 | 21509 | -0.313 | -0.1143 | Yes |
| 165 | Egr1 | 21800 | -0.336 | -0.1178 | Yes |
| 166 | Ripk2 | 22155 | -0.371 | -0.1230 | Yes |
| 167 | Rigi | 22431 | -0.403 | -0.1241 | Yes |
| 168 | Tsc22d1 | 22478 | -0.410 | -0.1152 | Yes |
| 169 | G0s2 | 22532 | -0.420 | -0.1063 | Yes |
| 170 | Cd83 | 22614 | -0.426 | -0.0985 | Yes |
| 171 | Marcks | 22816 | -0.459 | -0.0949 | Yes |
| 172 | Icam1 | 22862 | -0.467 | -0.0844 | Yes |
| 173 | Gfpt2 | 23157 | -0.521 | -0.0831 | Yes |
| 174 | Ccl5 | 23192 | -0.533 | -0.0704 | Yes |
| 175 | Id2 | 23263 | -0.556 | -0.0587 | Yes |
| 176 | Abca1 | 23621 | -1.335 | -0.0385 | Yes |
| 177 | Sphk1 | 23624 | -1.457 | -0.0000 | Yes |

