| Dataset | MPP.MPP_Pheno.cls#Group3_versus_Group4.MPP_Pheno.cls#Group3_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_INTERFERON_GAMMA_RESPONSE |
| Enrichment Score (ES) | -0.4184784 |
| Normalized Enrichment Score (NES) | -1.5561663 |
| Nominal p-value | 0.041152265 |
| FDR q-value | 0.24170606 |
| FWER p-Value | 0.365 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | St3gal5 | 327 | 0.678 | -0.0001 | No |
| 2 | Tnfaip3 | 347 | 0.666 | 0.0155 | No |
| 3 | Cd69 | 512 | 0.604 | 0.0220 | No |
| 4 | Mvp | 1201 | 0.453 | -0.0023 | No |
| 5 | Cxcl10 | 1694 | 0.393 | -0.0180 | No |
| 6 | Stat2 | 2136 | 0.352 | -0.0320 | No |
| 7 | Fas | 2646 | 0.313 | -0.0505 | No |
| 8 | Il15ra | 2773 | 0.302 | -0.0495 | No |
| 9 | P2ry14 | 3079 | 0.281 | -0.0583 | No |
| 10 | Psmb9 | 3259 | 0.270 | -0.0609 | No |
| 11 | Fcgr1 | 3487 | 0.258 | -0.0662 | No |
| 12 | Bank1 | 3529 | 0.256 | -0.0619 | No |
| 13 | Vamp5 | 3643 | 0.250 | -0.0616 | No |
| 14 | Ube2l6 | 3759 | 0.243 | -0.0615 | No |
| 15 | Vcam1 | 3840 | 0.238 | -0.0597 | No |
| 16 | Hif1a | 4021 | 0.228 | -0.0634 | No |
| 17 | Auts2 | 4301 | 0.215 | -0.0725 | No |
| 18 | Icam1 | 4737 | 0.191 | -0.0902 | No |
| 19 | Lysmd2 | 4772 | 0.189 | -0.0873 | No |
| 20 | Irf2 | 4895 | 0.183 | -0.0890 | No |
| 21 | Gch1 | 4958 | 0.180 | -0.0878 | No |
| 22 | Itgb7 | 5310 | 0.162 | -0.1019 | No |
| 23 | Pnp | 5388 | 0.159 | -0.1019 | No |
| 24 | Arl4a | 5476 | 0.155 | -0.1026 | No |
| 25 | Irf8 | 5738 | 0.147 | -0.1124 | No |
| 26 | Isoc1 | 5800 | 0.144 | -0.1120 | No |
| 27 | Psme2 | 6224 | 0.124 | -0.1308 | No |
| 28 | Marchf1 | 6233 | 0.124 | -0.1281 | No |
| 29 | Psmb2 | 6254 | 0.123 | -0.1261 | No |
| 30 | Cd40 | 6264 | 0.123 | -0.1235 | No |
| 31 | Cdkn1a | 6269 | 0.122 | -0.1206 | No |
| 32 | Stat1 | 6538 | 0.112 | -0.1317 | No |
| 33 | Nfkb1 | 6934 | 0.096 | -0.1498 | No |
| 34 | Ptpn2 | 6961 | 0.095 | -0.1487 | No |
| 35 | Irf1 | 7013 | 0.093 | -0.1490 | No |
| 36 | Casp3 | 7392 | 0.079 | -0.1666 | No |
| 37 | Irf4 | 7418 | 0.079 | -0.1660 | No |
| 38 | Cd74 | 7977 | 0.059 | -0.1933 | No |
| 39 | Sppl2a | 8156 | 0.053 | -0.2012 | No |
| 40 | Trim26 | 8168 | 0.052 | -0.2005 | No |
| 41 | Gbp3 | 8190 | 0.052 | -0.2003 | No |
| 42 | Slc25a28 | 8353 | 0.045 | -0.2075 | No |
| 43 | Cd274 | 8549 | 0.038 | -0.2167 | No |
| 44 | Irf5 | 8639 | 0.035 | -0.2204 | No |
| 45 | Il10ra | 8763 | 0.030 | -0.2260 | No |
| 46 | Lap3 | 8824 | 0.028 | -0.2284 | No |
| 47 | Mthfd2 | 8834 | 0.028 | -0.2282 | No |
| 48 | H2-DMa | 8992 | 0.023 | -0.2358 | No |
| 49 | Pfkp | 8994 | 0.023 | -0.2352 | No |
| 50 | Trim21 | 9074 | 0.019 | -0.2388 | No |
| 51 | Trim25 | 9336 | 0.010 | -0.2521 | No |
| 52 | Tnfaip2 | 9391 | 0.009 | -0.2547 | No |
| 53 | Nfkbia | 9579 | 0.003 | -0.2642 | No |
| 54 | Psma2 | 9972 | -0.007 | -0.2843 | No |
| 55 | H2-Aa | 9997 | -0.008 | -0.2854 | No |
| 56 | Helz2 | 10154 | -0.013 | -0.2931 | No |
| 57 | Cmpk2 | 10196 | -0.015 | -0.2948 | No |
| 58 | Adar | 10300 | -0.018 | -0.2997 | No |
| 59 | Tapbp | 10511 | -0.026 | -0.3099 | No |
| 60 | Nampt | 10926 | -0.041 | -0.3303 | No |
| 61 | Pnpt1 | 10928 | -0.041 | -0.3293 | No |
| 62 | Ripk2 | 11001 | -0.044 | -0.3320 | No |
| 63 | Ifitm2 | 11202 | -0.051 | -0.3410 | No |
| 64 | Casp8 | 11315 | -0.054 | -0.3455 | No |
| 65 | St8sia4 | 11406 | -0.058 | -0.3487 | No |
| 66 | Nlrc5 | 11733 | -0.067 | -0.3639 | No |
| 67 | Epsti1 | 11796 | -0.069 | -0.3654 | No |
| 68 | Psmb8 | 11871 | -0.072 | -0.3674 | No |
| 69 | Cmtr1 | 12280 | -0.085 | -0.3864 | No |
| 70 | Il7 | 12442 | -0.091 | -0.3924 | No |
| 71 | Vamp8 | 12577 | -0.096 | -0.3970 | No |
| 72 | Rapgef6 | 12680 | -0.099 | -0.3998 | No |
| 73 | Samhd1 | 12833 | -0.105 | -0.4050 | No |
| 74 | Il15 | 13079 | -0.115 | -0.4149 | No |
| 75 | Socs1 | 13088 | -0.115 | -0.4124 | No |
| 76 | Casp1 | 13191 | -0.119 | -0.4147 | No |
| 77 | Peli1 | 13205 | -0.119 | -0.4124 | No |
| 78 | Nup93 | 13232 | -0.120 | -0.4108 | No |
| 79 | Parp14 | 13337 | -0.124 | -0.4131 | No |
| 80 | Tor1b | 13442 | -0.128 | -0.4153 | Yes |
| 81 | Arid5b | 13461 | -0.129 | -0.4130 | Yes |
| 82 | Pla2g4a | 13501 | -0.131 | -0.4118 | Yes |
| 83 | Pml | 13540 | -0.133 | -0.4104 | Yes |
| 84 | Rbck1 | 13623 | -0.135 | -0.4113 | Yes |
| 85 | Samd9l | 13648 | -0.136 | -0.4092 | Yes |
| 86 | Stat4 | 13662 | -0.137 | -0.4064 | Yes |
| 87 | Ptpn6 | 13690 | -0.138 | -0.4044 | Yes |
| 88 | Psma3 | 13852 | -0.143 | -0.4091 | Yes |
| 89 | Myd88 | 13853 | -0.143 | -0.4056 | Yes |
| 90 | Pde4b | 13900 | -0.145 | -0.4044 | Yes |
| 91 | Plscr1 | 13959 | -0.147 | -0.4037 | Yes |
| 92 | Cfb | 13961 | -0.147 | -0.4001 | Yes |
| 93 | Ifit2 | 14029 | -0.150 | -0.3998 | Yes |
| 94 | Sp110 | 14078 | -0.152 | -0.3985 | Yes |
| 95 | Trafd1 | 14135 | -0.154 | -0.3976 | Yes |
| 96 | Ifi35 | 14198 | -0.156 | -0.3969 | Yes |
| 97 | Ifnar2 | 14364 | -0.163 | -0.4014 | Yes |
| 98 | Psmb10 | 14388 | -0.164 | -0.3985 | Yes |
| 99 | Casp7 | 14647 | -0.175 | -0.4075 | Yes |
| 100 | Znfx1 | 14762 | -0.180 | -0.4089 | Yes |
| 101 | Isg20 | 14763 | -0.180 | -0.4045 | Yes |
| 102 | B2m | 14769 | -0.180 | -0.4002 | Yes |
| 103 | Nmi | 14890 | -0.183 | -0.4019 | Yes |
| 104 | Wars1 | 14909 | -0.184 | -0.3982 | Yes |
| 105 | Lats2 | 14949 | -0.185 | -0.3957 | Yes |
| 106 | Cmklr1 | 14952 | -0.185 | -0.3911 | Yes |
| 107 | Usp18 | 14971 | -0.186 | -0.3875 | Yes |
| 108 | Selp | 14994 | -0.187 | -0.3839 | Yes |
| 109 | Psme1 | 15145 | -0.194 | -0.3869 | Yes |
| 110 | Trim14 | 15230 | -0.198 | -0.3863 | Yes |
| 111 | Ccl5 | 15335 | -0.204 | -0.3866 | Yes |
| 112 | Ripk1 | 15531 | -0.214 | -0.3914 | Yes |
| 113 | Batf2 | 15546 | -0.214 | -0.3868 | Yes |
| 114 | Ptpn1 | 15579 | -0.216 | -0.3831 | Yes |
| 115 | Jak2 | 15746 | -0.224 | -0.3861 | Yes |
| 116 | Zbp1 | 15832 | -0.229 | -0.3848 | Yes |
| 117 | Irf7 | 15874 | -0.231 | -0.3812 | Yes |
| 118 | Ifi30 | 15967 | -0.237 | -0.3800 | Yes |
| 119 | Bst2 | 15968 | -0.237 | -0.3741 | Yes |
| 120 | Ly6e | 16030 | -0.240 | -0.3713 | Yes |
| 121 | Dhx58 | 16124 | -0.245 | -0.3701 | Yes |
| 122 | Sri | 16190 | -0.250 | -0.3672 | Yes |
| 123 | Fgl2 | 16397 | -0.261 | -0.3714 | Yes |
| 124 | Oasl1 | 16487 | -0.267 | -0.3693 | Yes |
| 125 | Rnf213 | 16629 | -0.276 | -0.3698 | Yes |
| 126 | Stat3 | 16677 | -0.279 | -0.3653 | Yes |
| 127 | Cd38 | 16724 | -0.281 | -0.3607 | Yes |
| 128 | Il4ra | 16907 | -0.293 | -0.3628 | Yes |
| 129 | Parp12 | 16967 | -0.297 | -0.3585 | Yes |
| 130 | Tnfsf10 | 16985 | -0.299 | -0.3519 | Yes |
| 131 | Ciita | 16987 | -0.299 | -0.3445 | Yes |
| 132 | Eif2ak2 | 17007 | -0.300 | -0.3380 | Yes |
| 133 | Rnf31 | 17159 | -0.309 | -0.3382 | Yes |
| 134 | Tap1 | 17413 | -0.327 | -0.3431 | Yes |
| 135 | Nod1 | 17441 | -0.329 | -0.3363 | Yes |
| 136 | Bpgm | 17546 | -0.341 | -0.3333 | Yes |
| 137 | Ncoa3 | 17640 | -0.352 | -0.3293 | Yes |
| 138 | Sod2 | 17700 | -0.354 | -0.3236 | Yes |
| 139 | Ifitm3 | 17795 | -0.365 | -0.3194 | Yes |
| 140 | Gpr18 | 17841 | -0.370 | -0.3125 | Yes |
| 141 | Cd86 | 18189 | -0.404 | -0.3204 | Yes |
| 142 | Ddx60 | 18244 | -0.410 | -0.3130 | Yes |
| 143 | Mx2 | 18248 | -0.411 | -0.3029 | Yes |
| 144 | Pim1 | 18259 | -0.412 | -0.2932 | Yes |
| 145 | Casp4 | 18308 | -0.417 | -0.2853 | Yes |
| 146 | Ptgs2 | 18328 | -0.420 | -0.2759 | Yes |
| 147 | Lgals3bp | 18355 | -0.424 | -0.2667 | Yes |
| 148 | Sspn | 18385 | -0.426 | -0.2576 | Yes |
| 149 | Ifih1 | 18457 | -0.436 | -0.2504 | Yes |
| 150 | Rtp4 | 18490 | -0.440 | -0.2411 | Yes |
| 151 | Rsad2 | 18542 | -0.447 | -0.2327 | Yes |
| 152 | Lcp2 | 18576 | -0.451 | -0.2232 | Yes |
| 153 | Ogfr | 18752 | -0.482 | -0.2202 | Yes |
| 154 | Upp1 | 18787 | -0.490 | -0.2098 | Yes |
| 155 | Eif4e3 | 18800 | -0.493 | -0.1982 | Yes |
| 156 | Socs3 | 18887 | -0.509 | -0.1900 | Yes |
| 157 | Il18bp | 18915 | -0.514 | -0.1787 | Yes |
| 158 | Rigi | 18971 | -0.525 | -0.1685 | Yes |
| 159 | Tdrd7 | 18990 | -0.527 | -0.1563 | Yes |
| 160 | Ifit3 | 19012 | -0.533 | -0.1441 | Yes |
| 161 | Ifi27 | 19063 | -0.550 | -0.1330 | Yes |
| 162 | Herc6 | 19074 | -0.555 | -0.1197 | Yes |
| 163 | Xaf1 | 19164 | -0.588 | -0.1097 | Yes |
| 164 | Irf9 | 19176 | -0.593 | -0.0956 | Yes |
| 165 | Txnip | 19225 | -0.613 | -0.0828 | Yes |
| 166 | Btg1 | 19296 | -0.660 | -0.0700 | Yes |
| 167 | Oas3 | 19411 | -0.746 | -0.0574 | Yes |
| 168 | Oas2 | 19425 | -0.765 | -0.0391 | Yes |
| 169 | Ifi44 | 19439 | -0.783 | -0.0203 | Yes |
| 170 | Isg15 | 19490 | -0.966 | 0.0011 | Yes |

