| Dataset | Mast.Mast_Pheno.cls #Group2_versus_Group4.Mast_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | 0.34232375 |
| Normalized Enrichment Score (NES) | 1.3197304 |
| Nominal p-value | 0.13806707 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.694 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Sat1 | 8 | 1.214 | 0.0368 | Yes |
| 2 | Birc3 | 87 | 0.835 | 0.0562 | Yes |
| 3 | Bcl3 | 174 | 0.732 | 0.0718 | Yes |
| 4 | Rigi | 260 | 0.668 | 0.0855 | Yes |
| 5 | Tnip1 | 289 | 0.652 | 0.1033 | Yes |
| 6 | Rnf19b | 310 | 0.641 | 0.1214 | Yes |
| 7 | Fos | 369 | 0.619 | 0.1358 | Yes |
| 8 | Litaf | 436 | 0.592 | 0.1487 | Yes |
| 9 | Nfkbie | 465 | 0.583 | 0.1644 | Yes |
| 10 | Mxd1 | 494 | 0.574 | 0.1798 | Yes |
| 11 | Plaur | 572 | 0.550 | 0.1905 | Yes |
| 12 | Ppp1r15a | 735 | 0.502 | 0.1928 | Yes |
| 13 | Fosb | 785 | 0.491 | 0.2040 | Yes |
| 14 | Nfat5 | 852 | 0.475 | 0.2133 | Yes |
| 15 | Cflar | 866 | 0.473 | 0.2268 | Yes |
| 16 | Nfkb2 | 906 | 0.464 | 0.2379 | Yes |
| 17 | Ninj1 | 936 | 0.458 | 0.2497 | Yes |
| 18 | Irf1 | 1292 | 0.404 | 0.2333 | Yes |
| 19 | Snn | 1338 | 0.397 | 0.2419 | Yes |
| 20 | Ier5 | 1389 | 0.389 | 0.2498 | Yes |
| 21 | Tnf | 1427 | 0.383 | 0.2587 | Yes |
| 22 | Cd44 | 1522 | 0.371 | 0.2625 | Yes |
| 23 | Bhlhe40 | 1639 | 0.352 | 0.2639 | Yes |
| 24 | Tnfaip3 | 1645 | 0.352 | 0.2743 | Yes |
| 25 | Btg1 | 1658 | 0.350 | 0.2842 | Yes |
| 26 | Ldlr | 1677 | 0.349 | 0.2934 | Yes |
| 27 | Plek | 1700 | 0.345 | 0.3023 | Yes |
| 28 | Rel | 1874 | 0.320 | 0.2981 | Yes |
| 29 | Rela | 1902 | 0.317 | 0.3057 | Yes |
| 30 | Ets2 | 1970 | 0.310 | 0.3098 | Yes |
| 31 | Rcan1 | 2003 | 0.307 | 0.3167 | Yes |
| 32 | Nampt | 2006 | 0.307 | 0.3259 | Yes |
| 33 | Fosl2 | 2043 | 0.303 | 0.3323 | Yes |
| 34 | Btg3 | 2046 | 0.302 | 0.3415 | Yes |
| 35 | Klf10 | 2146 | 0.288 | 0.3423 | Yes |
| 36 | Pdlim5 | 2286 | 0.273 | 0.3394 | No |
| 37 | Vegfa | 2379 | 0.264 | 0.3401 | No |
| 38 | Panx1 | 2465 | 0.256 | 0.3411 | No |
| 39 | Nfe2l2 | 2581 | 0.245 | 0.3393 | No |
| 40 | Jun | 2908 | 0.216 | 0.3195 | No |
| 41 | Id2 | 3038 | 0.203 | 0.3153 | No |
| 42 | Slc2a3 | 3149 | 0.192 | 0.3123 | No |
| 43 | Tnfaip2 | 3205 | 0.187 | 0.3136 | No |
| 44 | Atp2b1 | 3318 | 0.177 | 0.3099 | No |
| 45 | Klf9 | 3334 | 0.176 | 0.3141 | No |
| 46 | Rhob | 3428 | 0.169 | 0.3118 | No |
| 47 | Relb | 3442 | 0.168 | 0.3159 | No |
| 48 | B4galt5 | 3580 | 0.155 | 0.3096 | No |
| 49 | Abca1 | 3713 | 0.142 | 0.3032 | No |
| 50 | Marcks | 3785 | 0.137 | 0.3017 | No |
| 51 | Irs2 | 3858 | 0.132 | 0.2999 | No |
| 52 | Kdm6b | 4228 | 0.104 | 0.2732 | No |
| 53 | Tnfaip8 | 4468 | 0.085 | 0.2564 | No |
| 54 | Hes1 | 4519 | 0.081 | 0.2548 | No |
| 55 | Cdkn1a | 4579 | 0.077 | 0.2524 | No |
| 56 | Pmepa1 | 4601 | 0.074 | 0.2530 | No |
| 57 | Nr4a2 | 4622 | 0.072 | 0.2536 | No |
| 58 | Cd69 | 4734 | 0.065 | 0.2466 | No |
| 59 | Il6 | 4754 | 0.064 | 0.2470 | No |
| 60 | Pde4b | 4783 | 0.063 | 0.2467 | No |
| 61 | Tsc22d1 | 4961 | 0.051 | 0.2339 | No |
| 62 | Trip10 | 4990 | 0.050 | 0.2332 | No |
| 63 | Nfkbia | 5055 | 0.046 | 0.2294 | No |
| 64 | Nfkb1 | 5070 | 0.044 | 0.2296 | No |
| 65 | Slc2a6 | 5093 | 0.043 | 0.2291 | No |
| 66 | Sgk1 | 5112 | 0.042 | 0.2289 | No |
| 67 | Sqstm1 | 5243 | 0.034 | 0.2194 | No |
| 68 | Csf1 | 5264 | 0.032 | 0.2188 | No |
| 69 | Zbtb10 | 5331 | 0.029 | 0.2143 | No |
| 70 | Dusp1 | 5551 | 0.013 | 0.1970 | No |
| 71 | Per1 | 5640 | 0.007 | 0.1900 | No |
| 72 | Bcl6 | 5648 | 0.006 | 0.1896 | No |
| 73 | Dram1 | 5764 | -0.001 | 0.1803 | No |
| 74 | Mcl1 | 5955 | -0.015 | 0.1654 | No |
| 75 | Tgif1 | 6027 | -0.020 | 0.1602 | No |
| 76 | Tap1 | 6134 | -0.028 | 0.1525 | No |
| 77 | Zc3h12a | 6136 | -0.029 | 0.1533 | No |
| 78 | Ier2 | 6272 | -0.038 | 0.1435 | No |
| 79 | Tubb2a | 6315 | -0.041 | 0.1414 | No |
| 80 | Eif1 | 6359 | -0.045 | 0.1392 | No |
| 81 | Map2k3 | 6368 | -0.045 | 0.1400 | No |
| 82 | Il6st | 6382 | -0.046 | 0.1404 | No |
| 83 | Pnrc1 | 6414 | -0.048 | 0.1393 | No |
| 84 | Egr1 | 6603 | -0.060 | 0.1259 | No |
| 85 | Ccrl2 | 6768 | -0.072 | 0.1148 | No |
| 86 | Tiparp | 6884 | -0.079 | 0.1079 | No |
| 87 | Gfpt2 | 7067 | -0.091 | 0.0959 | No |
| 88 | Klf6 | 7168 | -0.099 | 0.0909 | No |
| 89 | Tank | 7345 | -0.110 | 0.0800 | No |
| 90 | Smad3 | 7574 | -0.124 | 0.0653 | No |
| 91 | Clcf1 | 7790 | -0.138 | 0.0521 | No |
| 92 | Junb | 7935 | -0.147 | 0.0450 | No |
| 93 | Slc16a6 | 8105 | -0.160 | 0.0362 | No |
| 94 | Tnip2 | 8130 | -0.162 | 0.0392 | No |
| 95 | Gpr183 | 8274 | -0.173 | 0.0329 | No |
| 96 | Ier3 | 8367 | -0.180 | 0.0310 | No |
| 97 | Dennd5a | 8681 | -0.202 | 0.0119 | No |
| 98 | Ehd1 | 8720 | -0.205 | 0.0151 | No |
| 99 | Gem | 8819 | -0.212 | 0.0137 | No |
| 100 | Dnajb4 | 9035 | -0.230 | 0.0033 | No |
| 101 | Ifit2 | 9036 | -0.230 | 0.0104 | No |
| 102 | Ptpre | 9082 | -0.233 | 0.0139 | No |
| 103 | Ptger4 | 9134 | -0.239 | 0.0171 | No |
| 104 | Ifih1 | 9339 | -0.254 | 0.0084 | No |
| 105 | Birc2 | 9369 | -0.256 | 0.0140 | No |
| 106 | Il18 | 9416 | -0.259 | 0.0182 | No |
| 107 | Fut4 | 9465 | -0.262 | 0.0224 | No |
| 108 | Il15ra | 9613 | -0.274 | 0.0189 | No |
| 109 | Dusp2 | 9635 | -0.275 | 0.0257 | No |
| 110 | Dusp5 | 9863 | -0.294 | 0.0163 | No |
| 111 | Btg2 | 9904 | -0.298 | 0.0222 | No |
| 112 | Ifngr2 | 9933 | -0.301 | 0.0292 | No |
| 113 | Sphk1 | 10082 | -0.314 | 0.0269 | No |
| 114 | Icam1 | 10085 | -0.314 | 0.0364 | No |
| 115 | Gch1 | 10255 | -0.331 | 0.0329 | No |
| 116 | Lamb3 | 10367 | -0.344 | 0.0345 | No |
| 117 | Stat5a | 10476 | -0.354 | 0.0366 | No |
| 118 | Pfkfb3 | 10568 | -0.366 | 0.0405 | No |
| 119 | Ripk2 | 10703 | -0.381 | 0.0414 | No |
| 120 | Sod2 | 11375 | -0.471 | 0.0014 | No |
| 121 | Yrdc | 11416 | -0.477 | 0.0129 | No |
| 122 | Myc | 11429 | -0.480 | 0.0267 | No |
| 123 | Ccnl1 | 11677 | -0.525 | 0.0228 | No |
| 124 | B4galt1 | 11959 | -0.607 | 0.0187 | No |
| 125 | Gadd45a | 12109 | -0.660 | 0.0270 | No |

