| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group2.Mast_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_TNFA_SIGNALING_VIA_NFKB |
| Enrichment Score (ES) | -0.2980734 |
| Normalized Enrichment Score (NES) | -1.1802735 |
| Nominal p-value | 0.24596775 |
| FDR q-value | 0.6958979 |
| FWER p-Value | 0.904 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | B4galt1 | 214 | 0.698 | 0.0051 | No |
| 2 | Vegfa | 366 | 0.607 | 0.0124 | No |
| 3 | Lamb3 | 462 | 0.573 | 0.0232 | No |
| 4 | Zbtb10 | 468 | 0.570 | 0.0412 | No |
| 5 | Jun | 479 | 0.566 | 0.0586 | No |
| 6 | Cd44 | 634 | 0.522 | 0.0629 | No |
| 7 | Rhob | 1139 | 0.420 | 0.0355 | No |
| 8 | Ptger4 | 1346 | 0.389 | 0.0313 | No |
| 9 | Pfkfb3 | 1687 | 0.344 | 0.0148 | No |
| 10 | Btg1 | 1697 | 0.344 | 0.0252 | No |
| 11 | Zc3h12a | 1779 | 0.335 | 0.0294 | No |
| 12 | Dusp1 | 1792 | 0.333 | 0.0391 | No |
| 13 | Klf6 | 1838 | 0.327 | 0.0460 | No |
| 14 | Bcl6 | 1841 | 0.326 | 0.0563 | No |
| 15 | Ccrl2 | 1924 | 0.316 | 0.0599 | No |
| 16 | Clcf1 | 2228 | 0.287 | 0.0445 | No |
| 17 | Dusp5 | 2424 | 0.269 | 0.0373 | No |
| 18 | Pnrc1 | 2430 | 0.268 | 0.0456 | No |
| 19 | Tubb2a | 2457 | 0.266 | 0.0520 | No |
| 20 | Ripk2 | 2491 | 0.263 | 0.0578 | No |
| 21 | Fut4 | 2708 | 0.245 | 0.0482 | No |
| 22 | Dram1 | 3166 | 0.208 | 0.0178 | No |
| 23 | Ier2 | 3769 | 0.164 | -0.0258 | No |
| 24 | Dusp2 | 3783 | 0.163 | -0.0216 | No |
| 25 | Tnfaip2 | 3805 | 0.162 | -0.0181 | No |
| 26 | Dnajb4 | 3875 | 0.157 | -0.0187 | No |
| 27 | Bhlhe40 | 3935 | 0.151 | -0.0186 | No |
| 28 | Smad3 | 4088 | 0.142 | -0.0263 | No |
| 29 | Csf1 | 4145 | 0.138 | -0.0265 | No |
| 30 | Ehd1 | 4303 | 0.126 | -0.0351 | No |
| 31 | Tap1 | 4395 | 0.121 | -0.0386 | No |
| 32 | Nfkbia | 4437 | 0.118 | -0.0382 | No |
| 33 | Rela | 4459 | 0.116 | -0.0361 | No |
| 34 | Fosb | 4622 | 0.106 | -0.0459 | No |
| 35 | Cflar | 4674 | 0.103 | -0.0467 | No |
| 36 | Marcks | 5060 | 0.076 | -0.0755 | No |
| 37 | Mcl1 | 5079 | 0.074 | -0.0746 | No |
| 38 | B4galt5 | 5118 | 0.073 | -0.0753 | No |
| 39 | Icam1 | 5130 | 0.072 | -0.0739 | No |
| 40 | Il6st | 5134 | 0.072 | -0.0718 | No |
| 41 | Litaf | 5285 | 0.062 | -0.0820 | No |
| 42 | Btg2 | 5323 | 0.060 | -0.0831 | No |
| 43 | Klf10 | 5373 | 0.056 | -0.0852 | No |
| 44 | Nfkb2 | 5418 | 0.053 | -0.0871 | No |
| 45 | Fos | 5419 | 0.053 | -0.0854 | No |
| 46 | Nampt | 5483 | 0.048 | -0.0890 | No |
| 47 | Ccnl1 | 5651 | 0.036 | -0.1014 | No |
| 48 | Tank | 5703 | 0.033 | -0.1045 | No |
| 49 | Il15ra | 5795 | 0.027 | -0.1110 | No |
| 50 | Kdm6b | 5897 | 0.021 | -0.1185 | No |
| 51 | Slc16a6 | 6244 | -0.001 | -0.1465 | No |
| 52 | Ier3 | 6276 | -0.004 | -0.1489 | No |
| 53 | Dennd5a | 6354 | -0.009 | -0.1549 | No |
| 54 | Gpr183 | 6579 | -0.024 | -0.1723 | No |
| 55 | Junb | 6912 | -0.042 | -0.1979 | No |
| 56 | Tnip2 | 7089 | -0.054 | -0.2105 | No |
| 57 | Plaur | 7135 | -0.057 | -0.2123 | No |
| 58 | Mxd1 | 7154 | -0.058 | -0.2119 | No |
| 59 | Tnf | 7183 | -0.061 | -0.2122 | No |
| 60 | Birc3 | 7418 | -0.077 | -0.2287 | No |
| 61 | Panx1 | 7613 | -0.090 | -0.2416 | No |
| 62 | Ifih1 | 7642 | -0.092 | -0.2409 | No |
| 63 | Slc2a3 | 7670 | -0.093 | -0.2401 | No |
| 64 | Gch1 | 7796 | -0.100 | -0.2470 | No |
| 65 | Ifngr2 | 7991 | -0.115 | -0.2590 | No |
| 66 | Pmepa1 | 8134 | -0.125 | -0.2665 | No |
| 67 | Ninj1 | 8136 | -0.125 | -0.2626 | No |
| 68 | Cdkn1a | 8279 | -0.134 | -0.2698 | No |
| 69 | Nfkbie | 8365 | -0.140 | -0.2722 | No |
| 70 | Gadd45a | 8391 | -0.142 | -0.2697 | No |
| 71 | Il18 | 8455 | -0.146 | -0.2701 | No |
| 72 | Sqstm1 | 8461 | -0.146 | -0.2658 | No |
| 73 | Tiparp | 8506 | -0.149 | -0.2646 | No |
| 74 | Snn | 8686 | -0.161 | -0.2739 | No |
| 75 | Fosl2 | 8709 | -0.163 | -0.2704 | No |
| 76 | Gfpt2 | 8741 | -0.165 | -0.2676 | No |
| 77 | Tsc22d1 | 8789 | -0.170 | -0.2660 | No |
| 78 | Sgk1 | 8938 | -0.181 | -0.2722 | No |
| 79 | Slc2a6 | 9001 | -0.186 | -0.2712 | No |
| 80 | Map2k3 | 9101 | -0.194 | -0.2730 | No |
| 81 | Irf1 | 9152 | -0.197 | -0.2707 | No |
| 82 | Ifit2 | 9192 | -0.200 | -0.2674 | No |
| 83 | Tnfaip8 | 9223 | -0.203 | -0.2633 | No |
| 84 | Egr1 | 9652 | -0.235 | -0.2905 | Yes |
| 85 | Ppp1r15a | 9673 | -0.237 | -0.2845 | Yes |
| 86 | Atp2b1 | 9705 | -0.239 | -0.2793 | Yes |
| 87 | Klf9 | 9737 | -0.243 | -0.2740 | Yes |
| 88 | Birc2 | 9793 | -0.247 | -0.2705 | Yes |
| 89 | Trip10 | 9899 | -0.254 | -0.2709 | Yes |
| 90 | Il6 | 9962 | -0.260 | -0.2675 | Yes |
| 91 | Pdlim5 | 9976 | -0.261 | -0.2601 | Yes |
| 92 | Rcan1 | 10095 | -0.270 | -0.2610 | Yes |
| 93 | Nr4a2 | 10124 | -0.273 | -0.2545 | Yes |
| 94 | Nfat5 | 10146 | -0.275 | -0.2473 | Yes |
| 95 | Sod2 | 10227 | -0.282 | -0.2447 | Yes |
| 96 | Id2 | 10328 | -0.291 | -0.2435 | Yes |
| 97 | Yrdc | 10410 | -0.300 | -0.2404 | Yes |
| 98 | Per1 | 10490 | -0.308 | -0.2369 | Yes |
| 99 | Hes1 | 10517 | -0.312 | -0.2289 | Yes |
| 100 | Sphk1 | 10566 | -0.318 | -0.2226 | Yes |
| 101 | Gem | 10785 | -0.343 | -0.2293 | Yes |
| 102 | Btg3 | 10951 | -0.365 | -0.2309 | Yes |
| 103 | Pde4b | 11109 | -0.389 | -0.2311 | Yes |
| 104 | Ptpre | 11144 | -0.394 | -0.2212 | Yes |
| 105 | Myc | 11146 | -0.395 | -0.2085 | Yes |
| 106 | Ier5 | 11207 | -0.404 | -0.2004 | Yes |
| 107 | Cd69 | 11223 | -0.407 | -0.1885 | Yes |
| 108 | Tnfaip3 | 11225 | -0.407 | -0.1755 | Yes |
| 109 | Nfkb1 | 11267 | -0.413 | -0.1655 | Yes |
| 110 | Tnip1 | 11275 | -0.414 | -0.1527 | Yes |
| 111 | Ldlr | 11377 | -0.431 | -0.1470 | Yes |
| 112 | Plek | 11435 | -0.440 | -0.1375 | Yes |
| 113 | Irs2 | 11444 | -0.441 | -0.1239 | Yes |
| 114 | Relb | 11466 | -0.445 | -0.1113 | Yes |
| 115 | Tgif1 | 11591 | -0.466 | -0.1064 | Yes |
| 116 | Nfe2l2 | 11610 | -0.471 | -0.0927 | Yes |
| 117 | Stat5a | 11711 | -0.489 | -0.0850 | Yes |
| 118 | Bcl3 | 11730 | -0.493 | -0.0706 | Yes |
| 119 | Eif1 | 11742 | -0.496 | -0.0555 | Yes |
| 120 | Rel | 11768 | -0.502 | -0.0414 | Yes |
| 121 | Rigi | 11858 | -0.523 | -0.0318 | Yes |
| 122 | Sat1 | 11874 | -0.526 | -0.0160 | Yes |
| 123 | Abca1 | 12032 | -0.570 | -0.0104 | Yes |
| 124 | Ets2 | 12189 | -0.644 | -0.0023 | Yes |
| 125 | Rnf19b | 12273 | -0.705 | 0.0136 | Yes |

