| Dataset | MPP.MPP_Pheno.cls#Group2_versus_Group3.MPP_Pheno.cls#Group2_versus_Group3_repos |
| Phenotype | MPP_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.2714729 |
| Normalized Enrichment Score (NES) | 0.9925593 |
| Nominal p-value | 0.47173488 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.997 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Abca1 | 100 | 0.769 | 0.0149 | Yes |
| 2 | Fos | 154 | 0.699 | 0.0305 | Yes |
| 3 | Socs3 | 282 | 0.621 | 0.0401 | Yes |
| 4 | Bhlhe40 | 304 | 0.614 | 0.0551 | Yes |
| 5 | Mcl1 | 335 | 0.602 | 0.0693 | Yes |
| 6 | Lif | 337 | 0.601 | 0.0849 | Yes |
| 7 | Klf10 | 372 | 0.590 | 0.0986 | Yes |
| 8 | Tnip2 | 678 | 0.508 | 0.0961 | Yes |
| 9 | Fjx1 | 700 | 0.503 | 0.1082 | Yes |
| 10 | Jun | 923 | 0.462 | 0.1088 | Yes |
| 11 | Il6st | 930 | 0.461 | 0.1205 | Yes |
| 12 | Spsb1 | 1055 | 0.444 | 0.1257 | Yes |
| 13 | Fosb | 1183 | 0.428 | 0.1304 | Yes |
| 14 | Bcl3 | 1254 | 0.420 | 0.1377 | Yes |
| 15 | Trib1 | 1303 | 0.414 | 0.1460 | Yes |
| 16 | Gfpt2 | 1349 | 0.408 | 0.1544 | Yes |
| 17 | Rigi | 1386 | 0.403 | 0.1630 | Yes |
| 18 | Zfp36 | 1435 | 0.397 | 0.1709 | Yes |
| 19 | Ifit2 | 1530 | 0.389 | 0.1762 | Yes |
| 20 | Ifih1 | 1611 | 0.381 | 0.1820 | Yes |
| 21 | Klf6 | 1657 | 0.377 | 0.1896 | Yes |
| 22 | Ppp1r15a | 1660 | 0.376 | 0.1993 | Yes |
| 23 | Nampt | 1664 | 0.375 | 0.2089 | Yes |
| 24 | Rhob | 1779 | 0.364 | 0.2126 | Yes |
| 25 | Map3k8 | 1846 | 0.359 | 0.2185 | Yes |
| 26 | Sdc4 | 1904 | 0.355 | 0.2249 | Yes |
| 27 | Tnfrsf9 | 1953 | 0.352 | 0.2316 | Yes |
| 28 | Trip10 | 1980 | 0.350 | 0.2394 | Yes |
| 29 | Dusp1 | 1985 | 0.349 | 0.2483 | Yes |
| 30 | Hbegf | 1987 | 0.349 | 0.2573 | Yes |
| 31 | Junb | 2032 | 0.345 | 0.2641 | Yes |
| 32 | Tlr2 | 2279 | 0.327 | 0.2599 | Yes |
| 33 | Hes1 | 2713 | 0.297 | 0.2453 | Yes |
| 34 | Cebpb | 2843 | 0.288 | 0.2462 | Yes |
| 35 | Pfkfb3 | 2846 | 0.288 | 0.2536 | Yes |
| 36 | Irf1 | 2950 | 0.282 | 0.2556 | Yes |
| 37 | Phlda2 | 2995 | 0.279 | 0.2606 | Yes |
| 38 | Ccnl1 | 3150 | 0.268 | 0.2597 | Yes |
| 39 | Birc2 | 3151 | 0.268 | 0.2667 | Yes |
| 40 | Klf2 | 3194 | 0.266 | 0.2715 | Yes |
| 41 | Ier2 | 3525 | 0.244 | 0.2608 | No |
| 42 | Efna1 | 3703 | 0.235 | 0.2578 | No |
| 43 | B4galt1 | 3816 | 0.229 | 0.2580 | No |
| 44 | Icam1 | 3859 | 0.226 | 0.2617 | No |
| 45 | Cdkn1a | 4008 | 0.219 | 0.2598 | No |
| 46 | Ptger4 | 4059 | 0.217 | 0.2629 | No |
| 47 | Ptgs2 | 4107 | 0.215 | 0.2661 | No |
| 48 | Nr4a2 | 4188 | 0.211 | 0.2674 | No |
| 49 | Dennd5a | 4288 | 0.205 | 0.2677 | No |
| 50 | Btg1 | 4483 | 0.195 | 0.2628 | No |
| 51 | Nfkb2 | 4629 | 0.188 | 0.2602 | No |
| 52 | Zbtb10 | 4964 | 0.172 | 0.2474 | No |
| 53 | Serpinb8 | 5098 | 0.165 | 0.2449 | No |
| 54 | Sat1 | 5185 | 0.161 | 0.2446 | No |
| 55 | Ifngr2 | 5303 | 0.155 | 0.2426 | No |
| 56 | Klf9 | 5429 | 0.149 | 0.2400 | No |
| 57 | Tnfaip8 | 5584 | 0.141 | 0.2358 | No |
| 58 | Traf1 | 5632 | 0.140 | 0.2370 | No |
| 59 | Plaur | 5748 | 0.135 | 0.2346 | No |
| 60 | Kynu | 5769 | 0.134 | 0.2371 | No |
| 61 | Nr4a1 | 5810 | 0.132 | 0.2385 | No |
| 62 | Dnajb4 | 5921 | 0.128 | 0.2361 | No |
| 63 | Map2k3 | 6409 | 0.107 | 0.2137 | No |
| 64 | Tsc22d1 | 6462 | 0.105 | 0.2138 | No |
| 65 | Rela | 6511 | 0.103 | 0.2140 | No |
| 66 | Id2 | 6593 | 0.100 | 0.2124 | No |
| 67 | Atf3 | 6651 | 0.098 | 0.2120 | No |
| 68 | Phlda1 | 6677 | 0.096 | 0.2132 | No |
| 69 | Atp2b1 | 6907 | 0.087 | 0.2037 | No |
| 70 | Maff | 6965 | 0.085 | 0.2029 | No |
| 71 | Ier5 | 7109 | 0.080 | 0.1976 | No |
| 72 | Nfkbie | 7203 | 0.077 | 0.1948 | No |
| 73 | Smad3 | 7209 | 0.076 | 0.1966 | No |
| 74 | Panx1 | 7295 | 0.073 | 0.1941 | No |
| 75 | Irs2 | 7314 | 0.072 | 0.1950 | No |
| 76 | Sod2 | 7355 | 0.071 | 0.1948 | No |
| 77 | Ehd1 | 7854 | 0.053 | 0.1705 | No |
| 78 | Ier3 | 7906 | 0.050 | 0.1691 | No |
| 79 | Pde4b | 8130 | 0.042 | 0.1587 | No |
| 80 | Litaf | 8229 | 0.038 | 0.1547 | No |
| 81 | Nfe2l2 | 8568 | 0.025 | 0.1378 | No |
| 82 | Jag1 | 8622 | 0.023 | 0.1357 | No |
| 83 | Nfat5 | 8711 | 0.020 | 0.1316 | No |
| 84 | Fosl2 | 8843 | 0.015 | 0.1253 | No |
| 85 | Birc3 | 8862 | 0.015 | 0.1247 | No |
| 86 | Stat5a | 9079 | 0.007 | 0.1138 | No |
| 87 | Egr1 | 9114 | 0.006 | 0.1122 | No |
| 88 | Slc16a6 | 9122 | 0.006 | 0.1120 | No |
| 89 | Tnfaip3 | 9446 | -0.005 | 0.0954 | No |
| 90 | Relb | 9523 | -0.008 | 0.0917 | No |
| 91 | Yrdc | 9548 | -0.009 | 0.0907 | No |
| 92 | Nfkbia | 9578 | -0.010 | 0.0894 | No |
| 93 | Sqstm1 | 9579 | -0.010 | 0.0897 | No |
| 94 | Pdlim5 | 9633 | -0.012 | 0.0873 | No |
| 95 | Csf1 | 9666 | -0.013 | 0.0859 | No |
| 96 | Zc3h12a | 9706 | -0.014 | 0.0843 | No |
| 97 | Per1 | 9901 | -0.021 | 0.0748 | No |
| 98 | Il7r | 10027 | -0.026 | 0.0690 | No |
| 99 | Nfkb1 | 10350 | -0.039 | 0.0534 | No |
| 100 | Tiparp | 10400 | -0.041 | 0.0519 | No |
| 101 | Snn | 10448 | -0.042 | 0.0506 | No |
| 102 | Slc2a6 | 10548 | -0.046 | 0.0467 | No |
| 103 | Serpinb2 | 10565 | -0.046 | 0.0471 | No |
| 104 | Sgk1 | 10670 | -0.049 | 0.0430 | No |
| 105 | Ldlr | 10801 | -0.054 | 0.0377 | No |
| 106 | Gpr183 | 10820 | -0.055 | 0.0382 | No |
| 107 | Cflar | 10907 | -0.059 | 0.0353 | No |
| 108 | B4galt5 | 11039 | -0.063 | 0.0301 | No |
| 109 | Cd80 | 11058 | -0.063 | 0.0309 | No |
| 110 | Tank | 11094 | -0.065 | 0.0307 | No |
| 111 | Tap1 | 11244 | -0.071 | 0.0249 | No |
| 112 | Pmepa1 | 11245 | -0.071 | 0.0267 | No |
| 113 | Cd83 | 11287 | -0.072 | 0.0265 | No |
| 114 | Rel | 11290 | -0.072 | 0.0283 | No |
| 115 | Ninj1 | 11438 | -0.078 | 0.0227 | No |
| 116 | Plau | 11483 | -0.079 | 0.0225 | No |
| 117 | Plk2 | 11690 | -0.087 | 0.0141 | No |
| 118 | Bcl6 | 11782 | -0.092 | 0.0118 | No |
| 119 | Fut4 | 11839 | -0.094 | 0.0114 | No |
| 120 | Lamb3 | 11917 | -0.096 | 0.0099 | No |
| 121 | Vegfa | 12131 | -0.105 | 0.0017 | No |
| 122 | Kdm6b | 12606 | -0.125 | -0.0196 | No |
| 123 | Ccrl2 | 12847 | -0.134 | -0.0285 | No |
| 124 | Tnip1 | 12889 | -0.136 | -0.0270 | No |
| 125 | Il18 | 12967 | -0.139 | -0.0274 | No |
| 126 | Nfil3 | 13328 | -0.154 | -0.0420 | No |
| 127 | Tnfsf9 | 13340 | -0.154 | -0.0385 | No |
| 128 | Cd69 | 13565 | -0.165 | -0.0458 | No |
| 129 | Gadd45a | 13667 | -0.169 | -0.0466 | No |
| 130 | Ripk2 | 13756 | -0.172 | -0.0467 | No |
| 131 | G0s2 | 13942 | -0.181 | -0.0515 | No |
| 132 | Gadd45b | 13957 | -0.181 | -0.0475 | No |
| 133 | Tubb2a | 14119 | -0.188 | -0.0509 | No |
| 134 | Tnfaip2 | 14142 | -0.189 | -0.0471 | No |
| 135 | Eif1 | 14360 | -0.199 | -0.0531 | No |
| 136 | Cebpd | 14425 | -0.203 | -0.0512 | No |
| 137 | Dram1 | 14598 | -0.210 | -0.0545 | No |
| 138 | Btg2 | 14644 | -0.213 | -0.0513 | No |
| 139 | Ets2 | 14653 | -0.213 | -0.0461 | No |
| 140 | Il15ra | 15012 | -0.230 | -0.0586 | No |
| 141 | Icosl | 15041 | -0.232 | -0.0540 | No |
| 142 | Cd44 | 15214 | -0.241 | -0.0566 | No |
| 143 | Tnf | 15218 | -0.241 | -0.0505 | No |
| 144 | Btg3 | 15523 | -0.257 | -0.0595 | No |
| 145 | Rcan1 | 15882 | -0.276 | -0.0708 | No |
| 146 | Plpp3 | 16027 | -0.284 | -0.0708 | No |
| 147 | Dusp5 | 16282 | -0.302 | -0.0760 | No |
| 148 | Ccl5 | 16497 | -0.315 | -0.0788 | No |
| 149 | Myc | 16749 | -0.334 | -0.0831 | No |
| 150 | Dusp4 | 16793 | -0.337 | -0.0765 | No |
| 151 | Cxcl10 | 16799 | -0.337 | -0.0679 | No |
| 152 | Ptpre | 16862 | -0.341 | -0.0622 | No |
| 153 | Sphk1 | 16923 | -0.346 | -0.0563 | No |
| 154 | Pnrc1 | 17318 | -0.373 | -0.0669 | No |
| 155 | Tgif1 | 17502 | -0.390 | -0.0662 | No |
| 156 | Mxd1 | 17528 | -0.394 | -0.0572 | No |
| 157 | Plek | 17551 | -0.396 | -0.0480 | No |
| 158 | Rnf19b | 17572 | -0.399 | -0.0386 | No |
| 159 | Gem | 17755 | -0.416 | -0.0371 | No |
| 160 | Slc2a3 | 17789 | -0.419 | -0.0279 | No |
| 161 | Klf4 | 17911 | -0.433 | -0.0228 | No |
| 162 | Dusp2 | 18065 | -0.452 | -0.0189 | No |
| 163 | Fosl1 | 18180 | -0.465 | -0.0127 | No |
| 164 | Clcf1 | 18212 | -0.470 | -0.0020 | No |
| 165 | Gch1 | 18248 | -0.474 | 0.0086 | No |
| 166 | Marcks | 19033 | -0.618 | -0.0158 | No |
| 167 | Olr1 | 19132 | -0.659 | -0.0036 | No |
| 168 | Ccnd1 | 19449 | -0.889 | 0.0033 | No |

