| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group2.MPP_Pheno.cls#Group1_versus_Group2_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | -0.2545698 |
| Normalized Enrichment Score (NES) | -1.0113914 |
| Nominal p-value | 0.43137255 |
| FDR q-value | 0.83373374 |
| FWER p-Value | 0.995 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Plek | 144 | 0.750 | 0.0110 | No |
| 2 | Ccrl2 | 322 | 0.635 | 0.0175 | No |
| 3 | Klf4 | 367 | 0.611 | 0.0302 | No |
| 4 | Fosl2 | 589 | 0.547 | 0.0322 | No |
| 5 | Ehd1 | 804 | 0.507 | 0.0336 | No |
| 6 | Egr1 | 813 | 0.504 | 0.0456 | No |
| 7 | Ccnd1 | 1025 | 0.474 | 0.0464 | No |
| 8 | Ier2 | 1046 | 0.470 | 0.0569 | No |
| 9 | Dusp5 | 1322 | 0.431 | 0.0533 | No |
| 10 | Vegfa | 1352 | 0.426 | 0.0622 | No |
| 11 | Tubb2a | 1391 | 0.422 | 0.0707 | No |
| 12 | Btg1 | 1505 | 0.410 | 0.0749 | No |
| 13 | Tnfsf9 | 1513 | 0.409 | 0.0846 | No |
| 14 | Map2k3 | 1666 | 0.393 | 0.0864 | No |
| 15 | Gadd45b | 1714 | 0.388 | 0.0935 | No |
| 16 | Dusp4 | 1767 | 0.382 | 0.1002 | No |
| 17 | Yrdc | 1777 | 0.381 | 0.1091 | No |
| 18 | Cxcl10 | 1826 | 0.376 | 0.1159 | No |
| 19 | Myc | 1844 | 0.374 | 0.1242 | No |
| 20 | Rhob | 2041 | 0.357 | 0.1228 | No |
| 21 | Fjx1 | 2067 | 0.355 | 0.1303 | No |
| 22 | Slc2a6 | 2248 | 0.338 | 0.1293 | No |
| 23 | Dusp1 | 2252 | 0.338 | 0.1374 | No |
| 24 | Fosl1 | 2533 | 0.317 | 0.1308 | No |
| 25 | Serpinb8 | 2567 | 0.316 | 0.1368 | No |
| 26 | Nr4a1 | 2776 | 0.304 | 0.1335 | No |
| 27 | Cd44 | 3088 | 0.283 | 0.1244 | No |
| 28 | Dram1 | 3196 | 0.277 | 0.1257 | No |
| 29 | Per1 | 3298 | 0.271 | 0.1271 | No |
| 30 | Kdm6b | 3311 | 0.270 | 0.1331 | No |
| 31 | Ptpre | 3317 | 0.269 | 0.1395 | No |
| 32 | Tnip1 | 3388 | 0.265 | 0.1424 | No |
| 33 | Gem | 3852 | 0.238 | 0.1243 | No |
| 34 | Jag1 | 4109 | 0.224 | 0.1166 | No |
| 35 | Il15ra | 4194 | 0.220 | 0.1177 | No |
| 36 | Btg2 | 4231 | 0.219 | 0.1212 | No |
| 37 | Bcl6 | 4498 | 0.205 | 0.1125 | No |
| 38 | Cd80 | 4774 | 0.191 | 0.1030 | No |
| 39 | Nr4a2 | 4818 | 0.189 | 0.1054 | No |
| 40 | Ninj1 | 4850 | 0.188 | 0.1084 | No |
| 41 | Sgk1 | 4872 | 0.187 | 0.1119 | No |
| 42 | Ifit2 | 4962 | 0.182 | 0.1118 | No |
| 43 | Tap1 | 5046 | 0.179 | 0.1119 | No |
| 44 | Ccl5 | 5193 | 0.171 | 0.1085 | No |
| 45 | Cebpb | 5348 | 0.164 | 0.1046 | No |
| 46 | Tnfaip2 | 5390 | 0.162 | 0.1065 | No |
| 47 | Sat1 | 5401 | 0.162 | 0.1099 | No |
| 48 | Plpp3 | 5478 | 0.158 | 0.1099 | No |
| 49 | B4galt5 | 5710 | 0.147 | 0.1016 | No |
| 50 | Tsc22d1 | 5732 | 0.146 | 0.1041 | No |
| 51 | Il7r | 5770 | 0.145 | 0.1057 | No |
| 52 | Lif | 5811 | 0.143 | 0.1072 | No |
| 53 | Nfe2l2 | 5836 | 0.141 | 0.1094 | No |
| 54 | Pnrc1 | 5839 | 0.141 | 0.1128 | No |
| 55 | Smad3 | 6033 | 0.133 | 0.1061 | No |
| 56 | Marcks | 6117 | 0.129 | 0.1049 | No |
| 57 | Btg3 | 6152 | 0.128 | 0.1063 | No |
| 58 | Stat5a | 6441 | 0.117 | 0.0943 | No |
| 59 | Atp2b1 | 6576 | 0.113 | 0.0902 | No |
| 60 | Jun | 6818 | 0.103 | 0.0802 | No |
| 61 | Birc3 | 6860 | 0.101 | 0.0806 | No |
| 62 | Rnf19b | 6960 | 0.098 | 0.0779 | No |
| 63 | Slc2a3 | 7007 | 0.096 | 0.0779 | No |
| 64 | Rcan1 | 7026 | 0.096 | 0.0793 | No |
| 65 | Pmepa1 | 7043 | 0.095 | 0.0808 | No |
| 66 | Gpr183 | 7130 | 0.092 | 0.0786 | No |
| 67 | Gch1 | 7146 | 0.091 | 0.0801 | No |
| 68 | Zc3h12a | 7167 | 0.091 | 0.0813 | No |
| 69 | Fos | 7184 | 0.090 | 0.0827 | No |
| 70 | Pdlim5 | 7426 | 0.081 | 0.0722 | No |
| 71 | Olr1 | 7489 | 0.079 | 0.0710 | No |
| 72 | Slc16a6 | 7573 | 0.075 | 0.0685 | No |
| 73 | Ripk2 | 7747 | 0.069 | 0.0613 | No |
| 74 | G0s2 | 8215 | 0.051 | 0.0384 | No |
| 75 | Nfkbie | 8233 | 0.050 | 0.0387 | No |
| 76 | Il18 | 8406 | 0.043 | 0.0309 | No |
| 77 | Kynu | 8583 | 0.038 | 0.0228 | No |
| 78 | Tiparp | 8671 | 0.035 | 0.0191 | No |
| 79 | Ppp1r15a | 8860 | 0.029 | 0.0101 | No |
| 80 | Fut4 | 8903 | 0.027 | 0.0086 | No |
| 81 | Tnfaip8 | 8964 | 0.025 | 0.0061 | No |
| 82 | Eif1 | 8981 | 0.025 | 0.0059 | No |
| 83 | Id2 | 9196 | 0.017 | -0.0047 | No |
| 84 | Clcf1 | 9356 | 0.011 | -0.0127 | No |
| 85 | Tnip2 | 9516 | 0.005 | -0.0208 | No |
| 86 | Pfkfb3 | 9533 | 0.004 | -0.0215 | No |
| 87 | Nfkb2 | 9601 | 0.002 | -0.0249 | No |
| 88 | Phlda2 | 9673 | -0.000 | -0.0286 | No |
| 89 | Tgif1 | 9708 | -0.001 | -0.0303 | No |
| 90 | Sdc4 | 9819 | -0.005 | -0.0359 | No |
| 91 | Ldlr | 9971 | -0.010 | -0.0434 | No |
| 92 | Klf9 | 9980 | -0.010 | -0.0436 | No |
| 93 | Rel | 10022 | -0.012 | -0.0454 | No |
| 94 | Cebpd | 10118 | -0.016 | -0.0499 | No |
| 95 | Irs2 | 10200 | -0.017 | -0.0537 | No |
| 96 | Sphk1 | 10323 | -0.022 | -0.0595 | No |
| 97 | Lamb3 | 10376 | -0.024 | -0.0616 | No |
| 98 | Tlr2 | 10431 | -0.026 | -0.0637 | No |
| 99 | Dusp2 | 10573 | -0.030 | -0.0703 | No |
| 100 | Dnajb4 | 10603 | -0.032 | -0.0710 | No |
| 101 | Serpinb2 | 10935 | -0.043 | -0.0870 | No |
| 102 | Snn | 11060 | -0.047 | -0.0923 | No |
| 103 | Mxd1 | 11073 | -0.048 | -0.0917 | No |
| 104 | Tnf | 11414 | -0.059 | -0.1078 | No |
| 105 | Nfil3 | 11443 | -0.060 | -0.1078 | No |
| 106 | Klf10 | 11742 | -0.072 | -0.1214 | No |
| 107 | Birc2 | 11751 | -0.072 | -0.1201 | No |
| 108 | B4galt1 | 11875 | -0.076 | -0.1246 | No |
| 109 | Maff | 12060 | -0.083 | -0.1320 | No |
| 110 | Fosb | 12383 | -0.097 | -0.1463 | No |
| 111 | Plaur | 12441 | -0.099 | -0.1468 | No |
| 112 | Phlda1 | 12459 | -0.100 | -0.1452 | No |
| 113 | Csf1 | 12478 | -0.100 | -0.1437 | No |
| 114 | Cd83 | 12653 | -0.107 | -0.1501 | No |
| 115 | Hbegf | 13160 | -0.128 | -0.1731 | No |
| 116 | Pde4b | 13212 | -0.130 | -0.1725 | No |
| 117 | Panx1 | 13267 | -0.132 | -0.1721 | No |
| 118 | Sod2 | 13375 | -0.138 | -0.1742 | No |
| 119 | Dennd5a | 13394 | -0.139 | -0.1718 | No |
| 120 | Efna1 | 13555 | -0.145 | -0.1765 | No |
| 121 | Zbtb10 | 13619 | -0.148 | -0.1761 | No |
| 122 | Cflar | 13913 | -0.159 | -0.1873 | No |
| 123 | Ccnl1 | 14163 | -0.173 | -0.1959 | No |
| 124 | Gfpt2 | 14201 | -0.174 | -0.1936 | No |
| 125 | Atf3 | 14507 | -0.188 | -0.2047 | No |
| 126 | Cd69 | 14589 | -0.192 | -0.2042 | No |
| 127 | Nfat5 | 14634 | -0.194 | -0.2017 | No |
| 128 | Trib1 | 14715 | -0.198 | -0.2010 | No |
| 129 | Klf2 | 14889 | -0.206 | -0.2049 | No |
| 130 | Nfkb1 | 14922 | -0.208 | -0.2014 | No |
| 131 | Tank | 14983 | -0.211 | -0.1993 | No |
| 132 | Map3k8 | 15521 | -0.239 | -0.2212 | No |
| 133 | Mcl1 | 15721 | -0.253 | -0.2253 | No |
| 134 | Ifih1 | 15997 | -0.272 | -0.2328 | No |
| 135 | Rela | 16184 | -0.283 | -0.2355 | No |
| 136 | Icam1 | 16385 | -0.294 | -0.2385 | No |
| 137 | Zfp36 | 16453 | -0.299 | -0.2347 | No |
| 138 | Tnfaip3 | 16839 | -0.324 | -0.2466 | Yes |
| 139 | Rigi | 16895 | -0.329 | -0.2414 | Yes |
| 140 | Hes1 | 16936 | -0.332 | -0.2353 | Yes |
| 141 | Gadd45a | 16945 | -0.332 | -0.2275 | Yes |
| 142 | Litaf | 17142 | -0.347 | -0.2291 | Yes |
| 143 | Plau | 17238 | -0.356 | -0.2253 | Yes |
| 144 | Trip10 | 17271 | -0.358 | -0.2181 | Yes |
| 145 | Il6st | 17274 | -0.359 | -0.2094 | Yes |
| 146 | Irf1 | 17466 | -0.375 | -0.2101 | Yes |
| 147 | Nampt | 17526 | -0.382 | -0.2037 | Yes |
| 148 | Tnfrsf9 | 17536 | -0.382 | -0.1948 | Yes |
| 149 | Nfkbia | 17770 | -0.402 | -0.1970 | Yes |
| 150 | Icosl | 17812 | -0.406 | -0.1891 | Yes |
| 151 | Bhlhe40 | 18045 | -0.434 | -0.1904 | Yes |
| 152 | Sqstm1 | 18336 | -0.471 | -0.1938 | Yes |
| 153 | Ets2 | 18483 | -0.493 | -0.1892 | Yes |
| 154 | Ifngr2 | 18652 | -0.518 | -0.1852 | Yes |
| 155 | Cdkn1a | 18710 | -0.528 | -0.1752 | Yes |
| 156 | Ptger4 | 18717 | -0.529 | -0.1625 | Yes |
| 157 | Relb | 19009 | -0.598 | -0.1628 | Yes |
| 158 | Plk2 | 19015 | -0.600 | -0.1483 | Yes |
| 159 | Abca1 | 19026 | -0.606 | -0.1339 | Yes |
| 160 | Spsb1 | 19085 | -0.626 | -0.1215 | Yes |
| 161 | Klf6 | 19134 | -0.643 | -0.1082 | Yes |
| 162 | Traf1 | 19154 | -0.649 | -0.0932 | Yes |
| 163 | Socs3 | 19201 | -0.670 | -0.0791 | Yes |
| 164 | Junb | 19301 | -0.726 | -0.0664 | Yes |
| 165 | Bcl3 | 19319 | -0.736 | -0.0492 | Yes |
| 166 | Ier3 | 19335 | -0.747 | -0.0316 | Yes |
| 167 | Ier5 | 19370 | -0.771 | -0.0144 | Yes |
| 168 | Ptgs2 | 19444 | -0.881 | 0.0035 | Yes |

