| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group3.Mast_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_INTERFERON_GAMMA_RESPONSE |
| Enrichment Score (ES) | -0.32217294 |
| Normalized Enrichment Score (NES) | -1.2570027 |
| Nominal p-value | 0.19444445 |
| FDR q-value | 0.8002559 |
| FWER p-Value | 0.903 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tdrd7 | 27 | 0.999 | 0.0186 | No |
| 2 | Lats2 | 68 | 0.879 | 0.0336 | No |
| 3 | Btg1 | 170 | 0.725 | 0.0405 | No |
| 4 | Il10ra | 363 | 0.615 | 0.0376 | No |
| 5 | Pfkp | 369 | 0.613 | 0.0500 | No |
| 6 | Il6 | 411 | 0.596 | 0.0590 | No |
| 7 | Il15ra | 453 | 0.579 | 0.0677 | No |
| 8 | Cmtr1 | 603 | 0.535 | 0.0667 | No |
| 9 | Cmklr1 | 746 | 0.497 | 0.0655 | No |
| 10 | Eif4e3 | 768 | 0.491 | 0.0740 | No |
| 11 | Ripk1 | 821 | 0.478 | 0.0797 | No |
| 12 | Stat2 | 912 | 0.457 | 0.0819 | No |
| 13 | Tnfaip3 | 983 | 0.444 | 0.0855 | No |
| 14 | Trafd1 | 999 | 0.441 | 0.0934 | No |
| 15 | Cd69 | 1117 | 0.417 | 0.0925 | No |
| 16 | Tnfsf10 | 1172 | 0.408 | 0.0966 | No |
| 17 | Sppl2a | 1264 | 0.394 | 0.0974 | No |
| 18 | Stat3 | 1300 | 0.387 | 0.1026 | No |
| 19 | Itgb7 | 1353 | 0.379 | 0.1063 | No |
| 20 | Trim26 | 1574 | 0.348 | 0.0956 | No |
| 21 | Samd9l | 1604 | 0.346 | 0.1004 | No |
| 22 | Sp110 | 1701 | 0.334 | 0.0996 | No |
| 23 | Nup93 | 1813 | 0.319 | 0.0972 | No |
| 24 | Icam1 | 1872 | 0.313 | 0.0990 | No |
| 25 | Irf5 | 1875 | 0.313 | 0.1053 | No |
| 26 | Ifit2 | 1952 | 0.305 | 0.1055 | No |
| 27 | Hif1a | 1964 | 0.305 | 0.1109 | No |
| 28 | Selp | 2022 | 0.299 | 0.1125 | No |
| 29 | Casp7 | 2304 | 0.272 | 0.0953 | No |
| 30 | Txnip | 2306 | 0.272 | 0.1009 | No |
| 31 | Isg20 | 2449 | 0.259 | 0.0947 | No |
| 32 | Cdkn1a | 2566 | 0.248 | 0.0904 | No |
| 33 | Helz2 | 2712 | 0.235 | 0.0835 | No |
| 34 | Irf8 | 2804 | 0.227 | 0.0808 | No |
| 35 | Ncoa3 | 2805 | 0.227 | 0.0855 | No |
| 36 | Nfkbia | 3112 | 0.200 | 0.0648 | No |
| 37 | Ptpn6 | 3543 | 0.164 | 0.0332 | No |
| 38 | Il4ra | 3555 | 0.163 | 0.0357 | No |
| 39 | Rigi | 3622 | 0.158 | 0.0336 | No |
| 40 | Ptpn1 | 3652 | 0.156 | 0.0345 | No |
| 41 | Mthfd2 | 3668 | 0.155 | 0.0365 | No |
| 42 | Gch1 | 3882 | 0.136 | 0.0220 | No |
| 43 | St8sia4 | 3947 | 0.131 | 0.0196 | No |
| 44 | Nampt | 4158 | 0.115 | 0.0049 | No |
| 45 | Psme2 | 4312 | 0.107 | -0.0054 | No |
| 46 | Lcp2 | 4368 | 0.103 | -0.0077 | No |
| 47 | Bank1 | 4519 | 0.092 | -0.0180 | No |
| 48 | Ripk2 | 4640 | 0.083 | -0.0260 | No |
| 49 | Pnpt1 | 4779 | 0.073 | -0.0357 | No |
| 50 | Auts2 | 4850 | 0.068 | -0.0400 | No |
| 51 | Psmb9 | 4995 | 0.056 | -0.0506 | No |
| 52 | Tap1 | 5057 | 0.053 | -0.0544 | No |
| 53 | Dhx58 | 5223 | 0.041 | -0.0670 | No |
| 54 | Arl4a | 5242 | 0.040 | -0.0676 | No |
| 55 | Ciita | 5245 | 0.040 | -0.0670 | No |
| 56 | Arid5b | 5450 | 0.025 | -0.0830 | No |
| 57 | Ifi27 | 5575 | 0.017 | -0.0928 | No |
| 58 | Ptpn2 | 5771 | 0.005 | -0.1085 | No |
| 59 | Oas2 | 5987 | -0.010 | -0.1258 | No |
| 60 | P2ry14 | 6066 | -0.016 | -0.1318 | No |
| 61 | Lap3 | 6581 | -0.050 | -0.1726 | No |
| 62 | Usp18 | 6701 | -0.058 | -0.1811 | No |
| 63 | Nod1 | 6804 | -0.065 | -0.1880 | No |
| 64 | Isoc1 | 6845 | -0.067 | -0.1899 | No |
| 65 | Pla2g4a | 6861 | -0.068 | -0.1897 | No |
| 66 | Wars1 | 7084 | -0.084 | -0.2060 | No |
| 67 | Casp8 | 7097 | -0.085 | -0.2052 | No |
| 68 | Mvp | 7121 | -0.087 | -0.2053 | No |
| 69 | Ifih1 | 7145 | -0.089 | -0.2053 | No |
| 70 | Plscr1 | 7173 | -0.090 | -0.2056 | No |
| 71 | Myd88 | 7240 | -0.095 | -0.2090 | No |
| 72 | Il15 | 7410 | -0.104 | -0.2206 | No |
| 73 | Psmb2 | 7503 | -0.110 | -0.2258 | No |
| 74 | Mx2 | 7531 | -0.112 | -0.2257 | No |
| 75 | Xaf1 | 7584 | -0.116 | -0.2275 | No |
| 76 | Ddx60 | 7952 | -0.142 | -0.2544 | No |
| 77 | Slc25a28 | 7981 | -0.144 | -0.2537 | No |
| 78 | Stat1 | 8146 | -0.156 | -0.2638 | No |
| 79 | Irf1 | 8213 | -0.161 | -0.2658 | No |
| 80 | Irf2 | 8507 | -0.183 | -0.2858 | No |
| 81 | Isg15 | 8669 | -0.195 | -0.2949 | No |
| 82 | Irf9 | 8721 | -0.199 | -0.2949 | No |
| 83 | Trim14 | 8829 | -0.206 | -0.2993 | No |
| 84 | Tnfaip2 | 9017 | -0.219 | -0.3100 | No |
| 85 | H2-DMa | 9164 | -0.231 | -0.3171 | No |
| 86 | Nlrc5 | 9227 | -0.235 | -0.3172 | Yes |
| 87 | Rtp4 | 9263 | -0.238 | -0.3151 | Yes |
| 88 | Zbp1 | 9281 | -0.239 | -0.3115 | Yes |
| 89 | Ogfr | 9413 | -0.250 | -0.3170 | Yes |
| 90 | Trim21 | 9445 | -0.252 | -0.3143 | Yes |
| 91 | Gbp3 | 9541 | -0.262 | -0.3165 | Yes |
| 92 | Cmpk2 | 9577 | -0.265 | -0.3139 | Yes |
| 93 | Ifitm2 | 9592 | -0.266 | -0.3095 | Yes |
| 94 | B2m | 9693 | -0.273 | -0.3120 | Yes |
| 95 | Tapbp | 9720 | -0.276 | -0.3083 | Yes |
| 96 | Psmb10 | 9736 | -0.277 | -0.3038 | Yes |
| 97 | Psma2 | 9742 | -0.277 | -0.2985 | Yes |
| 98 | Parp14 | 9769 | -0.280 | -0.2948 | Yes |
| 99 | Tor1b | 9815 | -0.284 | -0.2925 | Yes |
| 100 | Ifi35 | 9893 | -0.291 | -0.2927 | Yes |
| 101 | Bpgm | 9946 | -0.295 | -0.2908 | Yes |
| 102 | Rbck1 | 9955 | -0.296 | -0.2853 | Yes |
| 103 | Parp12 | 10128 | -0.311 | -0.2929 | Yes |
| 104 | Rnf31 | 10158 | -0.315 | -0.2887 | Yes |
| 105 | Fgl2 | 10269 | -0.325 | -0.2909 | Yes |
| 106 | Il7 | 10346 | -0.332 | -0.2901 | Yes |
| 107 | Jak2 | 10357 | -0.333 | -0.2840 | Yes |
| 108 | Rnf213 | 10382 | -0.335 | -0.2790 | Yes |
| 109 | Casp3 | 10466 | -0.344 | -0.2786 | Yes |
| 110 | Irf7 | 10594 | -0.359 | -0.2815 | Yes |
| 111 | Pim1 | 10632 | -0.364 | -0.2769 | Yes |
| 112 | Oasl1 | 10683 | -0.369 | -0.2733 | Yes |
| 113 | St3gal5 | 10701 | -0.371 | -0.2670 | Yes |
| 114 | Oas3 | 10761 | -0.377 | -0.2639 | Yes |
| 115 | Herc6 | 10762 | -0.377 | -0.2561 | Yes |
| 116 | Znfx1 | 10785 | -0.380 | -0.2500 | Yes |
| 117 | Vamp8 | 10835 | -0.386 | -0.2460 | Yes |
| 118 | Peli1 | 10848 | -0.387 | -0.2389 | Yes |
| 119 | Trim25 | 10872 | -0.390 | -0.2327 | Yes |
| 120 | Casp1 | 10882 | -0.391 | -0.2253 | Yes |
| 121 | Pml | 11029 | -0.411 | -0.2286 | Yes |
| 122 | Psme1 | 11043 | -0.413 | -0.2211 | Yes |
| 123 | Psmb8 | 11055 | -0.414 | -0.2133 | Yes |
| 124 | Batf2 | 11097 | -0.421 | -0.2079 | Yes |
| 125 | Pde4b | 11185 | -0.434 | -0.2060 | Yes |
| 126 | Sri | 11225 | -0.441 | -0.2000 | Yes |
| 127 | Nfkb1 | 11264 | -0.447 | -0.1938 | Yes |
| 128 | Il18bp | 11267 | -0.447 | -0.1847 | Yes |
| 129 | Pnp | 11301 | -0.453 | -0.1779 | Yes |
| 130 | Psma3 | 11436 | -0.474 | -0.1790 | Yes |
| 131 | Eif2ak2 | 11438 | -0.474 | -0.1692 | Yes |
| 132 | Cd86 | 11475 | -0.481 | -0.1621 | Yes |
| 133 | Vamp5 | 11485 | -0.483 | -0.1528 | Yes |
| 134 | Rapgef6 | 11573 | -0.503 | -0.1494 | Yes |
| 135 | Adar | 11642 | -0.518 | -0.1442 | Yes |
| 136 | Nmi | 11752 | -0.545 | -0.1417 | Yes |
| 137 | Ly6e | 11794 | -0.554 | -0.1336 | Yes |
| 138 | Stat4 | 11805 | -0.558 | -0.1228 | Yes |
| 139 | Ifi44 | 11806 | -0.559 | -0.1111 | Yes |
| 140 | Samhd1 | 11840 | -0.569 | -0.1020 | Yes |
| 141 | Epsti1 | 11926 | -0.602 | -0.0964 | Yes |
| 142 | Ifitm3 | 12067 | -0.656 | -0.0942 | Yes |
| 143 | Casp4 | 12125 | -0.675 | -0.0848 | Yes |
| 144 | Ube2l6 | 12128 | -0.678 | -0.0708 | Yes |
| 145 | Bst2 | 12139 | -0.683 | -0.0574 | Yes |
| 146 | Rsad2 | 12170 | -0.701 | -0.0453 | Yes |
| 147 | Cd274 | 12248 | -0.770 | -0.0355 | Yes |
| 148 | Sod2 | 12261 | -0.781 | -0.0203 | Yes |
| 149 | Ifnar2 | 12299 | -0.818 | -0.0063 | Yes |
| 150 | Lgals3bp | 12327 | -0.854 | 0.0093 | Yes |

