| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group4.Mast_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_INTERFERON_GAMMA_RESPONSE |
| Enrichment Score (ES) | -0.32125485 |
| Normalized Enrichment Score (NES) | -1.3111119 |
| Nominal p-value | 0.066019416 |
| FDR q-value | 0.2661354 |
| FWER p-Value | 0.769 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Btg1 | 109 | 0.790 | 0.0106 | No |
| 2 | Lats2 | 303 | 0.643 | 0.0108 | No |
| 3 | Stat2 | 304 | 0.643 | 0.0267 | No |
| 4 | Stat1 | 372 | 0.614 | 0.0364 | No |
| 5 | Sp110 | 407 | 0.597 | 0.0484 | No |
| 6 | Ciita | 639 | 0.521 | 0.0425 | No |
| 7 | Xaf1 | 910 | 0.459 | 0.0318 | No |
| 8 | Cmklr1 | 1243 | 0.394 | 0.0145 | No |
| 9 | Trim25 | 1422 | 0.368 | 0.0091 | No |
| 10 | Trafd1 | 1457 | 0.364 | 0.0154 | No |
| 11 | Samd9l | 1676 | 0.334 | 0.0059 | No |
| 12 | Rigi | 1696 | 0.332 | 0.0125 | No |
| 13 | Parp12 | 1705 | 0.331 | 0.0200 | No |
| 14 | Cmtr1 | 1789 | 0.323 | 0.0213 | No |
| 15 | Tnfaip2 | 1813 | 0.320 | 0.0273 | No |
| 16 | Stat3 | 1982 | 0.300 | 0.0210 | No |
| 17 | Nampt | 2043 | 0.295 | 0.0234 | No |
| 18 | Irf5 | 2110 | 0.287 | 0.0251 | No |
| 19 | Tdrd7 | 2126 | 0.285 | 0.0309 | No |
| 20 | Sppl2a | 2151 | 0.282 | 0.0360 | No |
| 21 | Dhx58 | 2199 | 0.277 | 0.0390 | No |
| 22 | Mthfd2 | 2339 | 0.265 | 0.0342 | No |
| 23 | Nod1 | 2341 | 0.265 | 0.0407 | No |
| 24 | Helz2 | 2342 | 0.265 | 0.0472 | No |
| 25 | Samhd1 | 2778 | 0.222 | 0.0173 | No |
| 26 | Myd88 | 2793 | 0.221 | 0.0216 | No |
| 27 | Rnf31 | 2913 | 0.209 | 0.0171 | No |
| 28 | Il10ra | 2998 | 0.201 | 0.0153 | No |
| 29 | Irf1 | 3052 | 0.196 | 0.0158 | No |
| 30 | Herc6 | 3191 | 0.185 | 0.0091 | No |
| 31 | Irf7 | 3283 | 0.179 | 0.0061 | No |
| 32 | Pnpt1 | 3342 | 0.175 | 0.0057 | No |
| 33 | Ncoa3 | 3492 | 0.162 | -0.0024 | No |
| 34 | Slc25a28 | 3644 | 0.150 | -0.0110 | No |
| 35 | Mx2 | 3830 | 0.135 | -0.0227 | No |
| 36 | Nfkbia | 4047 | 0.118 | -0.0374 | No |
| 37 | Pfkp | 4059 | 0.117 | -0.0354 | No |
| 38 | Rnf213 | 4227 | 0.107 | -0.0463 | No |
| 39 | Ifi44 | 4283 | 0.103 | -0.0482 | No |
| 40 | Ifi35 | 4297 | 0.102 | -0.0468 | No |
| 41 | Ripk2 | 4378 | 0.095 | -0.0509 | No |
| 42 | Psmb2 | 4627 | 0.077 | -0.0692 | No |
| 43 | Tap1 | 4654 | 0.075 | -0.0695 | No |
| 44 | Trim26 | 4727 | 0.069 | -0.0736 | No |
| 45 | Trim21 | 4788 | 0.065 | -0.0769 | No |
| 46 | Irf8 | 4914 | 0.056 | -0.0857 | No |
| 47 | Ptpn6 | 4968 | 0.053 | -0.0887 | No |
| 48 | Nlrc5 | 5006 | 0.051 | -0.0905 | No |
| 49 | Mvp | 5026 | 0.050 | -0.0908 | No |
| 50 | Pml | 5090 | 0.046 | -0.0948 | No |
| 51 | Tnfaip3 | 5318 | 0.028 | -0.1125 | No |
| 52 | Il15 | 5381 | 0.025 | -0.1170 | No |
| 53 | Arid5b | 5531 | 0.015 | -0.1287 | No |
| 54 | Plscr1 | 5884 | -0.007 | -0.1572 | No |
| 55 | Ripk1 | 5970 | -0.013 | -0.1638 | No |
| 56 | Gbp3 | 6003 | -0.014 | -0.1660 | No |
| 57 | Itgb7 | 6057 | -0.017 | -0.1699 | No |
| 58 | Fgl2 | 6126 | -0.022 | -0.1749 | No |
| 59 | P2ry14 | 6299 | -0.033 | -0.1881 | No |
| 60 | Cmpk2 | 6356 | -0.037 | -0.1917 | No |
| 61 | Ptpn1 | 6358 | -0.037 | -0.1909 | No |
| 62 | Epsti1 | 6391 | -0.039 | -0.1925 | No |
| 63 | Lcp2 | 6436 | -0.042 | -0.1951 | No |
| 64 | Cdkn1a | 6512 | -0.047 | -0.2000 | No |
| 65 | Ube2l6 | 6717 | -0.059 | -0.2151 | No |
| 66 | Zbp1 | 6759 | -0.061 | -0.2170 | No |
| 67 | Psmb10 | 6807 | -0.065 | -0.2192 | No |
| 68 | Parp14 | 6817 | -0.065 | -0.2183 | No |
| 69 | Wars1 | 6993 | -0.077 | -0.2306 | No |
| 70 | Adar | 7025 | -0.078 | -0.2312 | No |
| 71 | Isoc1 | 7068 | -0.081 | -0.2327 | No |
| 72 | Il7 | 7185 | -0.089 | -0.2399 | No |
| 73 | Oas3 | 7398 | -0.104 | -0.2546 | No |
| 74 | Pim1 | 7409 | -0.104 | -0.2528 | No |
| 75 | Il6 | 7463 | -0.108 | -0.2545 | No |
| 76 | Auts2 | 7505 | -0.111 | -0.2550 | No |
| 77 | Casp7 | 7635 | -0.120 | -0.2626 | No |
| 78 | Ifitm3 | 7660 | -0.121 | -0.2615 | No |
| 79 | Txnip | 7678 | -0.123 | -0.2599 | No |
| 80 | Trim14 | 7963 | -0.142 | -0.2795 | No |
| 81 | Stat4 | 8079 | -0.150 | -0.2851 | No |
| 82 | H2-DMa | 8091 | -0.151 | -0.2823 | No |
| 83 | Eif2ak2 | 8121 | -0.153 | -0.2809 | No |
| 84 | Ddx60 | 8219 | -0.160 | -0.2848 | No |
| 85 | Pnp | 8232 | -0.161 | -0.2818 | No |
| 86 | Usp18 | 8329 | -0.167 | -0.2855 | No |
| 87 | Jak2 | 8460 | -0.176 | -0.2918 | No |
| 88 | Bank1 | 8695 | -0.193 | -0.3060 | No |
| 89 | Hif1a | 8713 | -0.194 | -0.3026 | No |
| 90 | Psma3 | 8786 | -0.201 | -0.3035 | No |
| 91 | Psmb8 | 8865 | -0.208 | -0.3047 | No |
| 92 | Isg20 | 8902 | -0.210 | -0.3025 | No |
| 93 | Batf2 | 9134 | -0.226 | -0.3157 | Yes |
| 94 | Il18bp | 9188 | -0.230 | -0.3143 | Yes |
| 95 | Ogfr | 9271 | -0.236 | -0.3151 | Yes |
| 96 | Ifi27 | 9300 | -0.239 | -0.3115 | Yes |
| 97 | Ptpn2 | 9373 | -0.245 | -0.3113 | Yes |
| 98 | Icam1 | 9381 | -0.246 | -0.3058 | Yes |
| 99 | Tor1b | 9413 | -0.248 | -0.3022 | Yes |
| 100 | Znfx1 | 9563 | -0.262 | -0.3079 | Yes |
| 101 | Psmb9 | 9574 | -0.263 | -0.3022 | Yes |
| 102 | Isg15 | 9696 | -0.273 | -0.3053 | Yes |
| 103 | Casp4 | 9739 | -0.277 | -0.3019 | Yes |
| 104 | Casp3 | 9773 | -0.279 | -0.2977 | Yes |
| 105 | Oas2 | 9793 | -0.282 | -0.2923 | Yes |
| 106 | Ifit2 | 9834 | -0.285 | -0.2885 | Yes |
| 107 | St8sia4 | 9868 | -0.288 | -0.2841 | Yes |
| 108 | St3gal5 | 9921 | -0.294 | -0.2810 | Yes |
| 109 | Pde4b | 9941 | -0.295 | -0.2753 | Yes |
| 110 | Il15ra | 9991 | -0.300 | -0.2719 | Yes |
| 111 | Rtp4 | 10007 | -0.301 | -0.2657 | Yes |
| 112 | Tapbp | 10009 | -0.301 | -0.2583 | Yes |
| 113 | Casp8 | 10017 | -0.301 | -0.2515 | Yes |
| 114 | Selp | 10081 | -0.307 | -0.2490 | Yes |
| 115 | Ly6e | 10085 | -0.307 | -0.2417 | Yes |
| 116 | Oasl1 | 10110 | -0.308 | -0.2360 | Yes |
| 117 | Eif4e3 | 10143 | -0.311 | -0.2309 | Yes |
| 118 | Ifih1 | 10352 | -0.331 | -0.2397 | Yes |
| 119 | Nmi | 10372 | -0.334 | -0.2330 | Yes |
| 120 | Psme2 | 10578 | -0.357 | -0.2409 | Yes |
| 121 | Rapgef6 | 10661 | -0.368 | -0.2385 | Yes |
| 122 | Rsad2 | 10812 | -0.386 | -0.2411 | Yes |
| 123 | Il4ra | 10831 | -0.388 | -0.2330 | Yes |
| 124 | Casp1 | 10864 | -0.392 | -0.2259 | Yes |
| 125 | Lgals3bp | 10925 | -0.399 | -0.2210 | Yes |
| 126 | Nup93 | 10926 | -0.399 | -0.2111 | Yes |
| 127 | Nfkb1 | 11008 | -0.411 | -0.2076 | Yes |
| 128 | Gch1 | 11069 | -0.419 | -0.2021 | Yes |
| 129 | Arl4a | 11089 | -0.421 | -0.1933 | Yes |
| 130 | Irf2 | 11287 | -0.454 | -0.1981 | Yes |
| 131 | Bpgm | 11313 | -0.458 | -0.1888 | Yes |
| 132 | Sri | 11315 | -0.458 | -0.1776 | Yes |
| 133 | Rbck1 | 11432 | -0.481 | -0.1752 | Yes |
| 134 | Cd86 | 11541 | -0.501 | -0.1716 | Yes |
| 135 | Psme1 | 11668 | -0.526 | -0.1689 | Yes |
| 136 | Lap3 | 11685 | -0.530 | -0.1571 | Yes |
| 137 | Cd274 | 11753 | -0.546 | -0.1491 | Yes |
| 138 | Vamp5 | 11776 | -0.553 | -0.1372 | Yes |
| 139 | Ifitm2 | 11843 | -0.573 | -0.1284 | Yes |
| 140 | B2m | 11885 | -0.587 | -0.1173 | Yes |
| 141 | Sod2 | 11907 | -0.595 | -0.1043 | Yes |
| 142 | Irf9 | 11916 | -0.599 | -0.0901 | Yes |
| 143 | Cd69 | 11920 | -0.600 | -0.0756 | Yes |
| 144 | Tnfsf10 | 11950 | -0.610 | -0.0629 | Yes |
| 145 | Vamp8 | 11954 | -0.610 | -0.0480 | Yes |
| 146 | Psma2 | 12001 | -0.626 | -0.0363 | Yes |
| 147 | Pla2g4a | 12032 | -0.633 | -0.0231 | Yes |
| 148 | Bst2 | 12141 | -0.691 | -0.0149 | Yes |
| 149 | Peli1 | 12268 | -0.784 | -0.0058 | Yes |
| 150 | Ifnar2 | 12285 | -0.801 | 0.0127 | Yes |

