| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group2.MPP_Pheno.cls#Group1_versus_Group2_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_INTERFERON_GAMMA_RESPONSE |
| Enrichment Score (ES) | -0.381769 |
| Normalized Enrichment Score (NES) | -1.460629 |
| Nominal p-value | 0.1 |
| FDR q-value | 0.41127902 |
| FWER p-Value | 0.521 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | St3gal5 | 51 | 0.901 | 0.0179 | No |
| 2 | Irf8 | 331 | 0.630 | 0.0179 | No |
| 3 | Bpgm | 983 | 0.479 | -0.0048 | No |
| 4 | Hif1a | 1045 | 0.470 | 0.0028 | No |
| 5 | Znfx1 | 1167 | 0.452 | 0.0068 | No |
| 6 | Upp1 | 1304 | 0.433 | 0.0097 | No |
| 7 | Isg20 | 1309 | 0.432 | 0.0194 | No |
| 8 | Btg1 | 1505 | 0.410 | 0.0186 | No |
| 9 | Cxcl10 | 1826 | 0.376 | 0.0107 | No |
| 10 | Trafd1 | 1833 | 0.375 | 0.0190 | No |
| 11 | Fgl2 | 2051 | 0.356 | 0.0159 | No |
| 12 | Cd86 | 2406 | 0.326 | 0.0050 | No |
| 13 | Lats2 | 2460 | 0.322 | 0.0097 | No |
| 14 | Marchf1 | 2705 | 0.307 | 0.0041 | No |
| 15 | Sspn | 2751 | 0.305 | 0.0087 | No |
| 16 | Ifi30 | 2808 | 0.301 | 0.0127 | No |
| 17 | Ptpn2 | 2974 | 0.290 | 0.0108 | No |
| 18 | Rbck1 | 3173 | 0.279 | 0.0069 | No |
| 19 | Nod1 | 3204 | 0.276 | 0.0117 | No |
| 20 | Nup93 | 3303 | 0.270 | 0.0128 | No |
| 21 | Wars1 | 3583 | 0.252 | 0.0041 | No |
| 22 | Mvp | 3818 | 0.240 | -0.0025 | No |
| 23 | Il15ra | 4194 | 0.220 | -0.0168 | No |
| 24 | Nmi | 4703 | 0.193 | -0.0387 | No |
| 25 | Psma3 | 4710 | 0.192 | -0.0346 | No |
| 26 | Rapgef6 | 4713 | 0.192 | -0.0303 | No |
| 27 | Sp110 | 4961 | 0.182 | -0.0389 | No |
| 28 | Ifit2 | 4962 | 0.182 | -0.0348 | No |
| 29 | Tap1 | 5046 | 0.179 | -0.0350 | No |
| 30 | Ccl5 | 5193 | 0.171 | -0.0386 | No |
| 31 | Vamp5 | 5343 | 0.164 | -0.0426 | No |
| 32 | Tnfaip2 | 5390 | 0.162 | -0.0412 | No |
| 33 | Ciita | 5719 | 0.147 | -0.0548 | No |
| 34 | Slc25a28 | 5773 | 0.145 | -0.0543 | No |
| 35 | H2-Aa | 6378 | 0.119 | -0.0828 | No |
| 36 | Socs1 | 6429 | 0.117 | -0.0827 | No |
| 37 | Psma2 | 6430 | 0.117 | -0.0800 | No |
| 38 | Ptpn6 | 7112 | 0.093 | -0.1131 | No |
| 39 | Gch1 | 7146 | 0.091 | -0.1127 | No |
| 40 | Rnf31 | 7296 | 0.086 | -0.1185 | No |
| 41 | Ogfr | 7469 | 0.080 | -0.1255 | No |
| 42 | Arl4a | 7548 | 0.076 | -0.1278 | No |
| 43 | Ripk2 | 7747 | 0.069 | -0.1365 | No |
| 44 | Fcgr1 | 7811 | 0.067 | -0.1382 | No |
| 45 | Txnip | 7842 | 0.065 | -0.1383 | No |
| 46 | Casp3 | 7890 | 0.063 | -0.1392 | No |
| 47 | Jak2 | 8057 | 0.058 | -0.1465 | No |
| 48 | Psme2 | 8094 | 0.056 | -0.1471 | No |
| 49 | Cmtr1 | 8168 | 0.053 | -0.1497 | No |
| 50 | Pml | 8271 | 0.049 | -0.1538 | No |
| 51 | Stat4 | 8693 | 0.035 | -0.1748 | No |
| 52 | Il15 | 8704 | 0.034 | -0.1745 | No |
| 53 | Cmpk2 | 8793 | 0.031 | -0.1784 | No |
| 54 | Isoc1 | 9086 | 0.021 | -0.1930 | No |
| 55 | Ifnar2 | 9401 | 0.009 | -0.2090 | No |
| 56 | Irf7 | 9499 | 0.005 | -0.2139 | No |
| 57 | Trim25 | 9507 | 0.005 | -0.2141 | No |
| 58 | Nlrc5 | 9515 | 0.005 | -0.2144 | No |
| 59 | Rnf213 | 9589 | 0.002 | -0.2181 | No |
| 60 | H2-DMa | 9590 | 0.002 | -0.2181 | No |
| 61 | Dhx58 | 9775 | -0.004 | -0.2275 | No |
| 62 | Auts2 | 9787 | -0.004 | -0.2280 | No |
| 63 | Cd40 | 10152 | -0.017 | -0.2464 | No |
| 64 | Fas | 10267 | -0.020 | -0.2518 | No |
| 65 | Pla2g4a | 10306 | -0.021 | -0.2533 | No |
| 66 | Sppl2a | 10332 | -0.022 | -0.2541 | No |
| 67 | Casp7 | 10333 | -0.022 | -0.2536 | No |
| 68 | Samhd1 | 10544 | -0.029 | -0.2638 | No |
| 69 | Tapbp | 10565 | -0.030 | -0.2641 | No |
| 70 | Ifi44 | 10641 | -0.033 | -0.2673 | No |
| 71 | Gpr18 | 10740 | -0.036 | -0.2715 | No |
| 72 | Irf2 | 10910 | -0.042 | -0.2793 | No |
| 73 | Irf9 | 10927 | -0.043 | -0.2791 | No |
| 74 | Pim1 | 11192 | -0.051 | -0.2916 | No |
| 75 | Rsad2 | 11301 | -0.056 | -0.2959 | No |
| 76 | Lcp2 | 11305 | -0.056 | -0.2948 | No |
| 77 | Tor1b | 11467 | -0.061 | -0.3017 | No |
| 78 | Peli1 | 11632 | -0.067 | -0.3086 | No |
| 79 | Ifi35 | 11755 | -0.072 | -0.3133 | No |
| 80 | Ptpn1 | 11823 | -0.074 | -0.3151 | No |
| 81 | Ncoa3 | 11919 | -0.078 | -0.3182 | No |
| 82 | Mthfd2 | 12123 | -0.085 | -0.3267 | No |
| 83 | Psmb9 | 12133 | -0.086 | -0.3252 | No |
| 84 | Pfkp | 12315 | -0.094 | -0.3325 | No |
| 85 | Il18bp | 12687 | -0.108 | -0.3492 | No |
| 86 | Irf4 | 12701 | -0.109 | -0.3474 | No |
| 87 | Stat3 | 12753 | -0.111 | -0.3475 | No |
| 88 | Batf2 | 12809 | -0.113 | -0.3477 | No |
| 89 | Psmb2 | 12822 | -0.114 | -0.3457 | No |
| 90 | Ripk1 | 12877 | -0.116 | -0.3459 | No |
| 91 | Eif2ak2 | 13169 | -0.128 | -0.3580 | No |
| 92 | Pde4b | 13212 | -0.130 | -0.3572 | No |
| 93 | Trim14 | 13231 | -0.130 | -0.3552 | No |
| 94 | Sod2 | 13375 | -0.138 | -0.3594 | No |
| 95 | Casp1 | 13392 | -0.138 | -0.3571 | No |
| 96 | Stat1 | 13413 | -0.139 | -0.3549 | No |
| 97 | Trim21 | 13553 | -0.145 | -0.3588 | No |
| 98 | Stat2 | 13779 | -0.154 | -0.3669 | No |
| 99 | Herc6 | 13786 | -0.154 | -0.3637 | No |
| 100 | St8sia4 | 13831 | -0.155 | -0.3624 | No |
| 101 | Zbp1 | 13897 | -0.158 | -0.3622 | No |
| 102 | Lgals3bp | 13967 | -0.163 | -0.3620 | No |
| 103 | Adar | 13987 | -0.164 | -0.3593 | No |
| 104 | Sri | 14202 | -0.174 | -0.3663 | No |
| 105 | Vamp8 | 14376 | -0.182 | -0.3711 | No |
| 106 | Casp8 | 14434 | -0.185 | -0.3698 | No |
| 107 | Pnpt1 | 14559 | -0.190 | -0.3719 | No |
| 108 | Cd69 | 14589 | -0.192 | -0.3690 | No |
| 109 | Psmb8 | 14599 | -0.192 | -0.3651 | No |
| 110 | Cmklr1 | 14894 | -0.206 | -0.3756 | No |
| 111 | Nfkb1 | 14922 | -0.208 | -0.3722 | No |
| 112 | Pnp | 15033 | -0.213 | -0.3731 | No |
| 113 | Ddx60 | 15184 | -0.220 | -0.3758 | No |
| 114 | Helz2 | 15278 | -0.225 | -0.3754 | No |
| 115 | Ifitm2 | 15284 | -0.226 | -0.3705 | No |
| 116 | Itgb7 | 15327 | -0.228 | -0.3675 | No |
| 117 | Il7 | 15557 | -0.241 | -0.3738 | No |
| 118 | Psme1 | 15712 | -0.252 | -0.3760 | Yes |
| 119 | Cfb | 15746 | -0.254 | -0.3719 | Yes |
| 120 | Isg15 | 15817 | -0.259 | -0.3696 | Yes |
| 121 | Ifih1 | 15997 | -0.272 | -0.3726 | Yes |
| 122 | Ifi27 | 15999 | -0.272 | -0.3665 | Yes |
| 123 | Psmb10 | 16133 | -0.279 | -0.3670 | Yes |
| 124 | Parp14 | 16191 | -0.283 | -0.3634 | Yes |
| 125 | Oas3 | 16202 | -0.284 | -0.3575 | Yes |
| 126 | Samd9l | 16327 | -0.290 | -0.3573 | Yes |
| 127 | Mx2 | 16329 | -0.290 | -0.3507 | Yes |
| 128 | Icam1 | 16385 | -0.294 | -0.3468 | Yes |
| 129 | Vcam1 | 16406 | -0.296 | -0.3411 | Yes |
| 130 | Epsti1 | 16508 | -0.302 | -0.3394 | Yes |
| 131 | Oasl1 | 16778 | -0.319 | -0.3460 | Yes |
| 132 | B2m | 16789 | -0.320 | -0.3392 | Yes |
| 133 | Tnfaip3 | 16839 | -0.324 | -0.3344 | Yes |
| 134 | Rigi | 16895 | -0.329 | -0.3297 | Yes |
| 135 | Irf5 | 16952 | -0.333 | -0.3250 | Yes |
| 136 | Tnfsf10 | 17367 | -0.367 | -0.3380 | Yes |
| 137 | Tdrd7 | 17397 | -0.369 | -0.3311 | Yes |
| 138 | Trim26 | 17400 | -0.369 | -0.3227 | Yes |
| 139 | Xaf1 | 17438 | -0.372 | -0.3161 | Yes |
| 140 | Irf1 | 17466 | -0.375 | -0.3090 | Yes |
| 141 | Nampt | 17526 | -0.382 | -0.3033 | Yes |
| 142 | Ly6e | 17699 | -0.395 | -0.3032 | Yes |
| 143 | Plscr1 | 17731 | -0.399 | -0.2956 | Yes |
| 144 | Nfkbia | 17770 | -0.402 | -0.2884 | Yes |
| 145 | Lysmd2 | 17819 | -0.407 | -0.2816 | Yes |
| 146 | Ifitm3 | 17887 | -0.414 | -0.2756 | Yes |
| 147 | Eif4e3 | 18005 | -0.429 | -0.2718 | Yes |
| 148 | Ifit3 | 18134 | -0.445 | -0.2683 | Yes |
| 149 | Gbp3 | 18500 | -0.496 | -0.2758 | Yes |
| 150 | Myd88 | 18545 | -0.501 | -0.2667 | Yes |
| 151 | Lap3 | 18679 | -0.522 | -0.2616 | Yes |
| 152 | Arid5b | 18696 | -0.525 | -0.2504 | Yes |
| 153 | Cdkn1a | 18710 | -0.528 | -0.2390 | Yes |
| 154 | Il4ra | 18720 | -0.529 | -0.2274 | Yes |
| 155 | Bank1 | 18762 | -0.536 | -0.2173 | Yes |
| 156 | Rtp4 | 18815 | -0.546 | -0.2075 | Yes |
| 157 | Cd74 | 19001 | -0.597 | -0.2034 | Yes |
| 158 | Usp18 | 19011 | -0.600 | -0.1902 | Yes |
| 159 | Casp4 | 19027 | -0.606 | -0.1771 | Yes |
| 160 | Bst2 | 19149 | -0.647 | -0.1686 | Yes |
| 161 | Cd38 | 19172 | -0.659 | -0.1547 | Yes |
| 162 | Socs3 | 19201 | -0.670 | -0.1408 | Yes |
| 163 | P2ry14 | 19219 | -0.678 | -0.1262 | Yes |
| 164 | Cd274 | 19331 | -0.742 | -0.1150 | Yes |
| 165 | Parp12 | 19344 | -0.752 | -0.0984 | Yes |
| 166 | Selp | 19353 | -0.759 | -0.0815 | Yes |
| 167 | Il10ra | 19431 | -0.868 | -0.0656 | Yes |
| 168 | Ptgs2 | 19444 | -0.881 | -0.0461 | Yes |
| 169 | Oas2 | 19471 | -0.985 | -0.0249 | Yes |
| 170 | Ube2l6 | 19504 | -1.181 | 0.0004 | Yes |

