| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group4.MPP_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_INTERFERON_GAMMA_RESPONSE |
| Enrichment Score (ES) | -0.49664038 |
| Normalized Enrichment Score (NES) | -1.750701 |
| Nominal p-value | 0.028846154 |
| FDR q-value | 0.115186535 |
| FWER p-Value | 0.075 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | St3gal5 | 150 | 0.755 | 0.0075 | No |
| 2 | Fgl2 | 660 | 0.551 | -0.0076 | No |
| 3 | Hif1a | 1059 | 0.482 | -0.0184 | No |
| 4 | Irf8 | 1298 | 0.449 | -0.0216 | No |
| 5 | Cxcl10 | 1722 | 0.404 | -0.0353 | No |
| 6 | Ifit2 | 1779 | 0.399 | -0.0301 | No |
| 7 | Tnfaip3 | 1862 | 0.392 | -0.0265 | No |
| 8 | Nup93 | 2157 | 0.363 | -0.0343 | No |
| 9 | Wars1 | 2240 | 0.358 | -0.0313 | No |
| 10 | Il15ra | 3197 | 0.292 | -0.0748 | No |
| 11 | Marchf1 | 3723 | 0.256 | -0.0968 | No |
| 12 | Rnf213 | 3860 | 0.247 | -0.0988 | No |
| 13 | Ptpn2 | 4186 | 0.229 | -0.1110 | No |
| 14 | Znfx1 | 4195 | 0.229 | -0.1067 | No |
| 15 | Vcam1 | 4428 | 0.215 | -0.1144 | No |
| 16 | Parp14 | 4533 | 0.210 | -0.1155 | No |
| 17 | Fas | 5015 | 0.186 | -0.1366 | No |
| 18 | Cmtr1 | 5018 | 0.186 | -0.1329 | No |
| 19 | Mvp | 5602 | 0.160 | -0.1598 | No |
| 20 | Cd69 | 5662 | 0.157 | -0.1597 | No |
| 21 | Trafd1 | 5746 | 0.153 | -0.1609 | No |
| 22 | Adar | 5865 | 0.147 | -0.1640 | No |
| 23 | Trim25 | 5869 | 0.147 | -0.1612 | No |
| 24 | Psma2 | 5930 | 0.144 | -0.1614 | No |
| 25 | Isoc1 | 5949 | 0.143 | -0.1594 | No |
| 26 | Stat1 | 7194 | 0.091 | -0.2219 | No |
| 27 | Pfkp | 7214 | 0.090 | -0.2211 | No |
| 28 | Jak2 | 7272 | 0.088 | -0.2222 | No |
| 29 | Pla2g4a | 7315 | 0.086 | -0.2227 | No |
| 30 | Fcgr1 | 7479 | 0.079 | -0.2295 | No |
| 31 | Icam1 | 7740 | 0.066 | -0.2416 | No |
| 32 | Lats2 | 7906 | 0.060 | -0.2489 | No |
| 33 | Ptpn1 | 8130 | 0.051 | -0.2594 | No |
| 34 | Psme2 | 8187 | 0.049 | -0.2613 | No |
| 35 | Rapgef6 | 8237 | 0.046 | -0.2629 | No |
| 36 | Irf1 | 8292 | 0.044 | -0.2648 | No |
| 37 | Nod1 | 8425 | 0.039 | -0.2708 | No |
| 38 | Pim1 | 8486 | 0.036 | -0.2732 | No |
| 39 | Cmpk2 | 8530 | 0.034 | -0.2747 | No |
| 40 | Lap3 | 8866 | 0.021 | -0.2916 | No |
| 41 | Stat2 | 8902 | 0.019 | -0.2930 | No |
| 42 | Arl4a | 8956 | 0.017 | -0.2954 | No |
| 43 | Slc25a28 | 9019 | 0.014 | -0.2984 | No |
| 44 | St8sia4 | 9215 | 0.006 | -0.3083 | No |
| 45 | Pnp | 9305 | 0.002 | -0.3129 | No |
| 46 | H2-Aa | 9439 | -0.000 | -0.3197 | No |
| 47 | Lysmd2 | 9800 | -0.013 | -0.3381 | No |
| 48 | Irf4 | 9938 | -0.018 | -0.3448 | No |
| 49 | Tnfaip2 | 9946 | -0.019 | -0.3448 | No |
| 50 | Sp110 | 10156 | -0.027 | -0.3550 | No |
| 51 | Peli1 | 10245 | -0.031 | -0.3590 | No |
| 52 | Stat3 | 10421 | -0.038 | -0.3672 | No |
| 53 | Trim21 | 10546 | -0.043 | -0.3728 | No |
| 54 | Samhd1 | 10556 | -0.043 | -0.3724 | No |
| 55 | Ifi30 | 10643 | -0.046 | -0.3759 | No |
| 56 | Itgb7 | 10665 | -0.047 | -0.3761 | No |
| 57 | Pml | 10670 | -0.047 | -0.3753 | No |
| 58 | Nampt | 10689 | -0.047 | -0.3753 | No |
| 59 | Cdkn1a | 10760 | -0.050 | -0.3779 | No |
| 60 | Trim26 | 10927 | -0.057 | -0.3853 | No |
| 61 | Btg1 | 11346 | -0.075 | -0.4054 | No |
| 62 | Casp3 | 11621 | -0.086 | -0.4178 | No |
| 63 | Stat4 | 11634 | -0.086 | -0.4167 | No |
| 64 | Bpgm | 11647 | -0.086 | -0.4156 | No |
| 65 | Sppl2a | 11707 | -0.090 | -0.4168 | No |
| 66 | Vamp5 | 11764 | -0.092 | -0.4178 | No |
| 67 | Txnip | 11772 | -0.093 | -0.4163 | No |
| 68 | Ptpn6 | 11855 | -0.096 | -0.4186 | No |
| 69 | Irf5 | 11920 | -0.099 | -0.4199 | No |
| 70 | Pnpt1 | 12133 | -0.108 | -0.4287 | No |
| 71 | Rnf31 | 12383 | -0.120 | -0.4391 | No |
| 72 | Psma3 | 12437 | -0.123 | -0.4393 | No |
| 73 | Ripk2 | 12713 | -0.137 | -0.4508 | No |
| 74 | Dhx58 | 12954 | -0.145 | -0.4603 | No |
| 75 | Nfkb1 | 13067 | -0.150 | -0.4630 | No |
| 76 | Psmb2 | 13074 | -0.151 | -0.4603 | No |
| 77 | Auts2 | 13488 | -0.171 | -0.4782 | No |
| 78 | Ifi35 | 13635 | -0.178 | -0.4821 | No |
| 79 | Tnfsf10 | 13855 | -0.186 | -0.4897 | No |
| 80 | Tor1b | 13899 | -0.189 | -0.4881 | No |
| 81 | Cd274 | 14066 | -0.197 | -0.4927 | Yes |
| 82 | Irf2 | 14078 | -0.197 | -0.4892 | Yes |
| 83 | Eif2ak2 | 14080 | -0.198 | -0.4853 | Yes |
| 84 | Rbck1 | 14157 | -0.201 | -0.4851 | Yes |
| 85 | Lcp2 | 14162 | -0.201 | -0.4813 | Yes |
| 86 | Tapbp | 14297 | -0.207 | -0.4840 | Yes |
| 87 | Il4ra | 14328 | -0.209 | -0.4813 | Yes |
| 88 | Helz2 | 14367 | -0.211 | -0.4790 | Yes |
| 89 | Ciita | 14419 | -0.213 | -0.4774 | Yes |
| 90 | Zbp1 | 14534 | -0.219 | -0.4788 | Yes |
| 91 | Tap1 | 14543 | -0.219 | -0.4748 | Yes |
| 92 | Sspn | 14624 | -0.222 | -0.4744 | Yes |
| 93 | Casp8 | 14636 | -0.222 | -0.4705 | Yes |
| 94 | Ncoa3 | 14680 | -0.225 | -0.4682 | Yes |
| 95 | Pde4b | 14783 | -0.230 | -0.4688 | Yes |
| 96 | Myd88 | 14858 | -0.233 | -0.4679 | Yes |
| 97 | Ripk1 | 14931 | -0.237 | -0.4668 | Yes |
| 98 | Gbp3 | 15000 | -0.241 | -0.4655 | Yes |
| 99 | Gch1 | 15032 | -0.243 | -0.4621 | Yes |
| 100 | Nlrc5 | 15059 | -0.245 | -0.4585 | Yes |
| 101 | Ccl5 | 15121 | -0.248 | -0.4567 | Yes |
| 102 | Nfkbia | 15290 | -0.257 | -0.4601 | Yes |
| 103 | Irf7 | 15369 | -0.262 | -0.4589 | Yes |
| 104 | Samd9l | 15545 | -0.273 | -0.4624 | Yes |
| 105 | Cfb | 15563 | -0.275 | -0.4577 | Yes |
| 106 | Casp7 | 15812 | -0.291 | -0.4646 | Yes |
| 107 | Nmi | 15872 | -0.294 | -0.4617 | Yes |
| 108 | Epsti1 | 16037 | -0.304 | -0.4640 | Yes |
| 109 | Cd40 | 16119 | -0.309 | -0.4620 | Yes |
| 110 | Il15 | 16299 | -0.320 | -0.4647 | Yes |
| 111 | Psmb9 | 16310 | -0.321 | -0.4588 | Yes |
| 112 | Il18bp | 16360 | -0.323 | -0.4548 | Yes |
| 113 | Ifih1 | 16371 | -0.324 | -0.4487 | Yes |
| 114 | Ogfr | 16447 | -0.328 | -0.4460 | Yes |
| 115 | Arid5b | 16453 | -0.329 | -0.4396 | Yes |
| 116 | Ifit3 | 16494 | -0.332 | -0.4349 | Yes |
| 117 | Rsad2 | 16630 | -0.342 | -0.4349 | Yes |
| 118 | Upp1 | 16729 | -0.350 | -0.4329 | Yes |
| 119 | Il7 | 16776 | -0.353 | -0.4282 | Yes |
| 120 | Ifitm2 | 16858 | -0.359 | -0.4251 | Yes |
| 121 | Mx2 | 16959 | -0.368 | -0.4228 | Yes |
| 122 | Irf9 | 17040 | -0.376 | -0.4193 | Yes |
| 123 | Sri | 17200 | -0.388 | -0.4197 | Yes |
| 124 | Mthfd2 | 17266 | -0.393 | -0.4151 | Yes |
| 125 | Socs1 | 17267 | -0.394 | -0.4071 | Yes |
| 126 | Herc6 | 17316 | -0.398 | -0.4015 | Yes |
| 127 | Plscr1 | 17369 | -0.403 | -0.3961 | Yes |
| 128 | Bank1 | 17398 | -0.405 | -0.3893 | Yes |
| 129 | Bst2 | 17419 | -0.407 | -0.3821 | Yes |
| 130 | Cmklr1 | 17514 | -0.415 | -0.3785 | Yes |
| 131 | Isg20 | 17563 | -0.419 | -0.3725 | Yes |
| 132 | Psmb10 | 17573 | -0.420 | -0.3645 | Yes |
| 133 | H2-DMa | 17575 | -0.420 | -0.3561 | Yes |
| 134 | Ifnar2 | 17678 | -0.429 | -0.3526 | Yes |
| 135 | Ube2l6 | 17686 | -0.430 | -0.3443 | Yes |
| 136 | Casp4 | 17759 | -0.439 | -0.3391 | Yes |
| 137 | Sod2 | 17813 | -0.444 | -0.3329 | Yes |
| 138 | Casp1 | 17815 | -0.445 | -0.3239 | Yes |
| 139 | Cd38 | 17837 | -0.447 | -0.3160 | Yes |
| 140 | Rigi | 17841 | -0.447 | -0.3071 | Yes |
| 141 | Cd86 | 17856 | -0.450 | -0.2987 | Yes |
| 142 | Psmb8 | 17865 | -0.451 | -0.2900 | Yes |
| 143 | Batf2 | 18006 | -0.465 | -0.2878 | Yes |
| 144 | Selp | 18088 | -0.474 | -0.2824 | Yes |
| 145 | Parp12 | 18121 | -0.478 | -0.2743 | Yes |
| 146 | Ddx60 | 18189 | -0.488 | -0.2679 | Yes |
| 147 | Oas3 | 18190 | -0.488 | -0.2580 | Yes |
| 148 | Cd74 | 18392 | -0.521 | -0.2579 | Yes |
| 149 | P2ry14 | 18491 | -0.534 | -0.2521 | Yes |
| 150 | Psme1 | 18571 | -0.544 | -0.2452 | Yes |
| 151 | Ptgs2 | 18576 | -0.545 | -0.2343 | Yes |
| 152 | Ifitm3 | 18639 | -0.556 | -0.2263 | Yes |
| 153 | Vamp8 | 18667 | -0.562 | -0.2163 | Yes |
| 154 | Gpr18 | 18698 | -0.566 | -0.2064 | Yes |
| 155 | Tdrd7 | 18711 | -0.568 | -0.1955 | Yes |
| 156 | Trim14 | 18712 | -0.568 | -0.1840 | Yes |
| 157 | Xaf1 | 18714 | -0.568 | -0.1726 | Yes |
| 158 | Ifi44 | 18736 | -0.573 | -0.1621 | Yes |
| 159 | Socs3 | 18881 | -0.607 | -0.1572 | Yes |
| 160 | Oasl1 | 18992 | -0.636 | -0.1500 | Yes |
| 161 | Ifi27 | 19141 | -0.683 | -0.1439 | Yes |
| 162 | Usp18 | 19189 | -0.708 | -0.1320 | Yes |
| 163 | Lgals3bp | 19296 | -0.769 | -0.1219 | Yes |
| 164 | Ly6e | 19358 | -0.813 | -0.1086 | Yes |
| 165 | Oas2 | 19398 | -0.855 | -0.0933 | Yes |
| 166 | B2m | 19422 | -0.884 | -0.0766 | Yes |
| 167 | Il10ra | 19427 | -0.889 | -0.0588 | Yes |
| 168 | Isg15 | 19474 | -1.022 | -0.0405 | Yes |
| 169 | Eif4e3 | 19481 | -1.031 | -0.0199 | Yes |
| 170 | Rtp4 | 19488 | -1.059 | 0.0012 | Yes |

