| Dataset | CMP.CMP_Pheno.cls#Group1_versus_Group4.CMP_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | CMP_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_INTERFERON_GAMMA_RESPONSE |
| Enrichment Score (ES) | -0.45150807 |
| Normalized Enrichment Score (NES) | -1.6033361 |
| Nominal p-value | 0.051282052 |
| FDR q-value | 0.17639431 |
| FWER p-Value | 0.224 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Fas | 650 | 0.547 | -0.0220 | No |
| 2 | Lysmd2 | 995 | 0.489 | -0.0296 | No |
| 3 | Txnip | 1347 | 0.439 | -0.0385 | No |
| 4 | Cfb | 1480 | 0.426 | -0.0366 | No |
| 5 | Il7 | 1534 | 0.420 | -0.0307 | No |
| 6 | Bank1 | 1557 | 0.417 | -0.0233 | No |
| 7 | Znfx1 | 1702 | 0.401 | -0.0225 | No |
| 8 | Ifit3 | 1734 | 0.399 | -0.0159 | No |
| 9 | Fgl2 | 2048 | 0.371 | -0.0243 | No |
| 10 | Cxcl10 | 2495 | 0.336 | -0.0402 | No |
| 11 | Nup93 | 2804 | 0.315 | -0.0495 | No |
| 12 | Casp3 | 2973 | 0.305 | -0.0519 | No |
| 13 | Btg1 | 3153 | 0.292 | -0.0550 | No |
| 14 | Il6 | 3188 | 0.290 | -0.0509 | No |
| 15 | Pnpt1 | 3240 | 0.287 | -0.0476 | No |
| 16 | Tdrd7 | 3406 | 0.276 | -0.0504 | No |
| 17 | Ptgs2 | 3569 | 0.265 | -0.0532 | No |
| 18 | Tap1 | 3668 | 0.259 | -0.0530 | No |
| 19 | Isoc1 | 3709 | 0.257 | -0.0498 | No |
| 20 | Hif1a | 3775 | 0.254 | -0.0479 | No |
| 21 | Itgb7 | 4427 | 0.219 | -0.0766 | No |
| 22 | Pfkp | 4429 | 0.218 | -0.0722 | No |
| 23 | Pde4b | 4445 | 0.217 | -0.0686 | No |
| 24 | Upp1 | 4464 | 0.216 | -0.0651 | No |
| 25 | Tnfaip6 | 4535 | 0.212 | -0.0643 | No |
| 26 | Jak2 | 5043 | 0.184 | -0.0865 | No |
| 27 | Cdkn1a | 5106 | 0.180 | -0.0859 | No |
| 28 | Ptpn1 | 5282 | 0.174 | -0.0913 | No |
| 29 | Ifit2 | 5300 | 0.173 | -0.0886 | No |
| 30 | Wars1 | 5446 | 0.167 | -0.0926 | No |
| 31 | Tnfaip2 | 5537 | 0.164 | -0.0939 | No |
| 32 | Irf4 | 5557 | 0.163 | -0.0915 | No |
| 33 | Stat2 | 5715 | 0.154 | -0.0964 | No |
| 34 | Cmtr1 | 5789 | 0.151 | -0.0970 | No |
| 35 | Socs1 | 6209 | 0.132 | -0.1157 | No |
| 36 | Samd9l | 6313 | 0.128 | -0.1184 | No |
| 37 | Lap3 | 6440 | 0.122 | -0.1223 | No |
| 38 | Gpr18 | 6557 | 0.117 | -0.1258 | No |
| 39 | Myd88 | 6739 | 0.113 | -0.1328 | No |
| 40 | Trim21 | 6891 | 0.107 | -0.1383 | No |
| 41 | Ptpn2 | 7261 | 0.091 | -0.1552 | No |
| 42 | Slc25a28 | 7309 | 0.089 | -0.1558 | No |
| 43 | Nampt | 7322 | 0.089 | -0.1546 | No |
| 44 | Ncoa3 | 7439 | 0.083 | -0.1588 | No |
| 45 | Fcgr1 | 7516 | 0.081 | -0.1611 | No |
| 46 | Pim1 | 7609 | 0.077 | -0.1642 | No |
| 47 | Eif2ak2 | 7611 | 0.077 | -0.1627 | No |
| 48 | Rbck1 | 7729 | 0.072 | -0.1672 | No |
| 49 | Rnf213 | 7844 | 0.066 | -0.1717 | No |
| 50 | Irf8 | 8071 | 0.057 | -0.1820 | No |
| 51 | Lats2 | 8564 | 0.038 | -0.2064 | No |
| 52 | Bpgm | 8806 | 0.028 | -0.2181 | No |
| 53 | Auts2 | 9086 | 0.017 | -0.2320 | No |
| 54 | Parp14 | 9142 | 0.014 | -0.2345 | No |
| 55 | Rigi | 9671 | -0.002 | -0.2614 | No |
| 56 | Parp12 | 9970 | -0.013 | -0.2763 | No |
| 57 | Tnfaip3 | 10050 | -0.016 | -0.2800 | No |
| 58 | Irf1 | 10060 | -0.016 | -0.2802 | No |
| 59 | Nfkbia | 10153 | -0.020 | -0.2844 | No |
| 60 | Pla2g4a | 10289 | -0.025 | -0.2908 | No |
| 61 | Ube2l6 | 10467 | -0.032 | -0.2992 | No |
| 62 | Tapbp | 10574 | -0.037 | -0.3038 | No |
| 63 | Pml | 10935 | -0.051 | -0.3212 | No |
| 64 | Peli1 | 10981 | -0.053 | -0.3224 | No |
| 65 | Casp8 | 11278 | -0.066 | -0.3361 | No |
| 66 | Ifi30 | 11447 | -0.073 | -0.3432 | No |
| 67 | Il15 | 11491 | -0.075 | -0.3439 | No |
| 68 | Ccl5 | 11496 | -0.075 | -0.3426 | No |
| 69 | Irf2 | 11509 | -0.076 | -0.3416 | No |
| 70 | Oas3 | 11567 | -0.079 | -0.3429 | No |
| 71 | Plscr1 | 11666 | -0.082 | -0.3463 | No |
| 72 | Isg20 | 11751 | -0.085 | -0.3488 | No |
| 73 | Nfkb1 | 11823 | -0.089 | -0.3506 | No |
| 74 | Rapgef6 | 11862 | -0.091 | -0.3507 | No |
| 75 | Sppl2a | 11907 | -0.093 | -0.3510 | No |
| 76 | Il4ra | 11965 | -0.095 | -0.3520 | No |
| 77 | Psma3 | 12055 | -0.098 | -0.3546 | No |
| 78 | Stat1 | 12073 | -0.099 | -0.3534 | No |
| 79 | Casp1 | 12223 | -0.106 | -0.3588 | No |
| 80 | Eif4e3 | 12431 | -0.116 | -0.3670 | No |
| 81 | Adar | 12630 | -0.124 | -0.3746 | No |
| 82 | Irf9 | 12646 | -0.125 | -0.3728 | No |
| 83 | Samhd1 | 12772 | -0.127 | -0.3766 | No |
| 84 | Cd274 | 12814 | -0.128 | -0.3761 | No |
| 85 | Il18bp | 12952 | -0.135 | -0.3803 | No |
| 86 | Cd69 | 12962 | -0.136 | -0.3780 | No |
| 87 | Casp7 | 13110 | -0.142 | -0.3826 | No |
| 88 | Gbp3 | 13119 | -0.143 | -0.3801 | No |
| 89 | Ripk2 | 13178 | -0.145 | -0.3801 | No |
| 90 | Icam1 | 13290 | -0.150 | -0.3827 | No |
| 91 | Batf2 | 13302 | -0.150 | -0.3802 | No |
| 92 | Casp4 | 13334 | -0.152 | -0.3787 | No |
| 93 | Stat3 | 13346 | -0.152 | -0.3761 | No |
| 94 | St8sia4 | 13381 | -0.154 | -0.3747 | No |
| 95 | Lcp2 | 13387 | -0.154 | -0.3718 | No |
| 96 | Usp18 | 13817 | -0.172 | -0.3902 | No |
| 97 | Psma2 | 14010 | -0.178 | -0.3964 | No |
| 98 | Cmklr1 | 14102 | -0.183 | -0.3973 | No |
| 99 | Psmb2 | 14538 | -0.206 | -0.4153 | No |
| 100 | Ripk1 | 14625 | -0.210 | -0.4154 | No |
| 101 | Arid5b | 14936 | -0.227 | -0.4265 | No |
| 102 | St3gal5 | 15009 | -0.232 | -0.4255 | No |
| 103 | Trafd1 | 15186 | -0.240 | -0.4296 | No |
| 104 | Trim25 | 15449 | -0.255 | -0.4377 | No |
| 105 | Arl4a | 15490 | -0.257 | -0.4345 | No |
| 106 | Stat4 | 15508 | -0.258 | -0.4301 | No |
| 107 | Rnf31 | 15601 | -0.263 | -0.4294 | No |
| 108 | Psme2 | 15691 | -0.268 | -0.4285 | No |
| 109 | Ddx60 | 15714 | -0.269 | -0.4242 | No |
| 110 | Helz2 | 16074 | -0.288 | -0.4366 | No |
| 111 | Vcam1 | 16258 | -0.300 | -0.4398 | No |
| 112 | Psmb8 | 16488 | -0.317 | -0.4450 | Yes |
| 113 | Nlrc5 | 16592 | -0.323 | -0.4437 | Yes |
| 114 | Sod2 | 16611 | -0.324 | -0.4380 | Yes |
| 115 | Mx2 | 16802 | -0.333 | -0.4409 | Yes |
| 116 | Mvp | 16923 | -0.341 | -0.4401 | Yes |
| 117 | Cmpk2 | 16969 | -0.342 | -0.4354 | Yes |
| 118 | Tor1b | 17050 | -0.349 | -0.4324 | Yes |
| 119 | Isg15 | 17081 | -0.351 | -0.4267 | Yes |
| 120 | Cd86 | 17085 | -0.352 | -0.4197 | Yes |
| 121 | Trim14 | 17112 | -0.354 | -0.4138 | Yes |
| 122 | Rtp4 | 17201 | -0.362 | -0.4109 | Yes |
| 123 | Ifitm3 | 17217 | -0.363 | -0.4042 | Yes |
| 124 | Ptpn6 | 17297 | -0.370 | -0.4007 | Yes |
| 125 | Sri | 17299 | -0.370 | -0.3932 | Yes |
| 126 | Socs3 | 17359 | -0.375 | -0.3886 | Yes |
| 127 | Tnfsf10 | 17361 | -0.375 | -0.3810 | Yes |
| 128 | Selp | 17377 | -0.376 | -0.3741 | Yes |
| 129 | Sp110 | 17421 | -0.380 | -0.3685 | Yes |
| 130 | Zbp1 | 17440 | -0.383 | -0.3616 | Yes |
| 131 | Oasl1 | 17446 | -0.384 | -0.3540 | Yes |
| 132 | Slamf7 | 17505 | -0.389 | -0.3491 | Yes |
| 133 | Mthfd2 | 17523 | -0.389 | -0.3420 | Yes |
| 134 | Rsad2 | 17533 | -0.389 | -0.3345 | Yes |
| 135 | Ido1 | 17575 | -0.392 | -0.3286 | Yes |
| 136 | Ifi27 | 17625 | -0.397 | -0.3230 | Yes |
| 137 | Bst2 | 17671 | -0.401 | -0.3171 | Yes |
| 138 | Vamp5 | 17704 | -0.403 | -0.3105 | Yes |
| 139 | Il15ra | 17721 | -0.403 | -0.3031 | Yes |
| 140 | H2-DMa | 17732 | -0.405 | -0.2953 | Yes |
| 141 | Cd74 | 17735 | -0.405 | -0.2872 | Yes |
| 142 | Ifih1 | 17920 | -0.422 | -0.2880 | Yes |
| 143 | Oas2 | 17944 | -0.423 | -0.2805 | Yes |
| 144 | Psme1 | 18086 | -0.438 | -0.2788 | Yes |
| 145 | Psmb10 | 18094 | -0.439 | -0.2702 | Yes |
| 146 | Epsti1 | 18208 | -0.451 | -0.2667 | Yes |
| 147 | H2-Aa | 18391 | -0.475 | -0.2663 | Yes |
| 148 | Marchf1 | 18442 | -0.479 | -0.2591 | Yes |
| 149 | Ifnar2 | 18538 | -0.493 | -0.2539 | Yes |
| 150 | Cxcl9 | 18598 | -0.501 | -0.2467 | Yes |
| 151 | Herc6 | 18696 | -0.516 | -0.2411 | Yes |
| 152 | Il10ra | 18701 | -0.518 | -0.2307 | Yes |
| 153 | Dhx58 | 18781 | -0.529 | -0.2239 | Yes |
| 154 | P2ry14 | 18803 | -0.534 | -0.2141 | Yes |
| 155 | Psmb9 | 18825 | -0.538 | -0.2042 | Yes |
| 156 | Ly6e | 18940 | -0.560 | -0.1986 | Yes |
| 157 | Ogfr | 18987 | -0.570 | -0.1893 | Yes |
| 158 | Xaf1 | 19064 | -0.590 | -0.1811 | Yes |
| 159 | Trim26 | 19089 | -0.596 | -0.1702 | Yes |
| 160 | Ifi35 | 19154 | -0.610 | -0.1610 | Yes |
| 161 | Irf7 | 19212 | -0.627 | -0.1511 | Yes |
| 162 | Ciita | 19251 | -0.637 | -0.1401 | Yes |
| 163 | Gch1 | 19313 | -0.655 | -0.1298 | Yes |
| 164 | Pnp | 19319 | -0.657 | -0.1167 | Yes |
| 165 | B2m | 19344 | -0.663 | -0.1043 | Yes |
| 166 | Ifitm2 | 19376 | -0.673 | -0.0922 | Yes |
| 167 | Cd38 | 19387 | -0.676 | -0.0789 | Yes |
| 168 | Vamp8 | 19472 | -0.711 | -0.0687 | Yes |
| 169 | Ifi44 | 19567 | -0.763 | -0.0579 | Yes |
| 170 | Nmi | 19591 | -0.787 | -0.0430 | Yes |
| 171 | Irf5 | 19611 | -0.808 | -0.0275 | Yes |
| 172 | Nod1 | 19618 | -0.815 | -0.0112 | Yes |
| 173 | Lgals3bp | 19697 | -0.927 | 0.0038 | Yes |

