| Dataset | Mast.Mast_Pheno.cls #Group3_versus_Group4.Mast_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_HEME_METABOLISM |
| Enrichment Score (ES) | 0.15345767 |
| Normalized Enrichment Score (NES) | 0.7026951 |
| Nominal p-value | 0.9851064 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Mocos | 378 | 0.617 | -0.0152 | Yes |
| 2 | Lpin2 | 392 | 0.610 | -0.0008 | Yes |
| 3 | Ctns | 509 | 0.564 | 0.0041 | Yes |
| 4 | Kdm7a | 561 | 0.546 | 0.0137 | Yes |
| 5 | Fech | 584 | 0.543 | 0.0257 | Yes |
| 6 | Hebp1 | 606 | 0.536 | 0.0375 | Yes |
| 7 | Bmp2k | 767 | 0.492 | 0.0370 | Yes |
| 8 | Rhd | 782 | 0.489 | 0.0482 | Yes |
| 9 | Bach1 | 925 | 0.464 | 0.0484 | Yes |
| 10 | Tent5c | 953 | 0.460 | 0.0579 | Yes |
| 11 | Mboat2 | 975 | 0.454 | 0.0676 | Yes |
| 12 | Alas2 | 1027 | 0.441 | 0.0746 | Yes |
| 13 | Ppp2r5b | 1078 | 0.429 | 0.0814 | Yes |
| 14 | Pcx | 1205 | 0.414 | 0.0816 | Yes |
| 15 | Vezf1 | 1227 | 0.410 | 0.0903 | Yes |
| 16 | Add2 | 1238 | 0.408 | 0.0998 | Yes |
| 17 | Mospd1 | 1272 | 0.406 | 0.1074 | Yes |
| 18 | Pgls | 1412 | 0.385 | 0.1058 | Yes |
| 19 | Eif2ak1 | 1486 | 0.371 | 0.1093 | Yes |
| 20 | Rbm38 | 1563 | 0.359 | 0.1122 | Yes |
| 21 | Tspo2 | 1607 | 0.352 | 0.1176 | Yes |
| 22 | Hagh | 1621 | 0.351 | 0.1254 | Yes |
| 23 | Lmo2 | 1654 | 0.346 | 0.1315 | Yes |
| 24 | Tspan5 | 1812 | 0.325 | 0.1270 | Yes |
| 25 | Epb41 | 1933 | 0.312 | 0.1251 | Yes |
| 26 | Mgst3 | 1974 | 0.305 | 0.1296 | Yes |
| 27 | Add1 | 1992 | 0.303 | 0.1359 | Yes |
| 28 | Gapvd1 | 2021 | 0.300 | 0.1412 | Yes |
| 29 | Snca | 2058 | 0.296 | 0.1457 | Yes |
| 30 | Nfe2 | 2174 | 0.283 | 0.1435 | Yes |
| 31 | Bnip3l | 2192 | 0.282 | 0.1493 | Yes |
| 32 | Optn | 2228 | 0.278 | 0.1535 | Yes |
| 33 | Rbm5 | 2392 | 0.266 | 0.1469 | No |
| 34 | Narf | 2463 | 0.260 | 0.1478 | No |
| 35 | Foxo3 | 2594 | 0.247 | 0.1435 | No |
| 36 | E2f2 | 2641 | 0.243 | 0.1459 | No |
| 37 | Sptb | 2659 | 0.240 | 0.1505 | No |
| 38 | Tfrc | 2738 | 0.233 | 0.1501 | No |
| 39 | Nfe2l1 | 3043 | 0.212 | 0.1307 | No |
| 40 | Icam4 | 3165 | 0.202 | 0.1260 | No |
| 41 | Hmbs | 3236 | 0.195 | 0.1252 | No |
| 42 | Minpp1 | 3488 | 0.174 | 0.1092 | No |
| 43 | Riok3 | 3498 | 0.173 | 0.1128 | No |
| 44 | Endod1 | 3515 | 0.172 | 0.1158 | No |
| 45 | Gypc | 3531 | 0.170 | 0.1189 | No |
| 46 | Ppox | 3603 | 0.164 | 0.1173 | No |
| 47 | Khnyn | 3653 | 0.161 | 0.1174 | No |
| 48 | Cast | 3683 | 0.158 | 0.1190 | No |
| 49 | Marchf2 | 3830 | 0.147 | 0.1108 | No |
| 50 | Atp6v0a1 | 3843 | 0.146 | 0.1136 | No |
| 51 | Slc2a1 | 3945 | 0.138 | 0.1088 | No |
| 52 | Pigq | 3962 | 0.137 | 0.1110 | No |
| 53 | Ucp2 | 4196 | 0.120 | 0.0950 | No |
| 54 | Car1 | 4255 | 0.114 | 0.0932 | No |
| 55 | Rap1gap | 4403 | 0.106 | 0.0839 | No |
| 56 | Ell2 | 4509 | 0.098 | 0.0778 | No |
| 57 | Picalm | 4532 | 0.096 | 0.0785 | No |
| 58 | Aldh6a1 | 4547 | 0.095 | 0.0797 | No |
| 59 | Gclm | 4578 | 0.093 | 0.0796 | No |
| 60 | Cat | 4615 | 0.090 | 0.0790 | No |
| 61 | Mark3 | 4639 | 0.088 | 0.0794 | No |
| 62 | Mkrn1 | 4679 | 0.085 | 0.0783 | No |
| 63 | Mpp1 | 4728 | 0.081 | 0.0765 | No |
| 64 | Abcg2 | 4823 | 0.075 | 0.0707 | No |
| 65 | Tmcc2 | 4855 | 0.073 | 0.0700 | No |
| 66 | Rad23a | 4984 | 0.065 | 0.0613 | No |
| 67 | Slc11a2 | 5001 | 0.063 | 0.0616 | No |
| 68 | Atg4a | 5136 | 0.054 | 0.0520 | No |
| 69 | Tfdp2 | 5144 | 0.053 | 0.0528 | No |
| 70 | Gmps | 5203 | 0.049 | 0.0493 | No |
| 71 | Rnf19a | 5386 | 0.038 | 0.0354 | No |
| 72 | Htra2 | 5402 | 0.037 | 0.0351 | No |
| 73 | Ank1 | 5468 | 0.034 | 0.0307 | No |
| 74 | Car2 | 5520 | 0.030 | 0.0273 | No |
| 75 | Tmem9b | 5534 | 0.029 | 0.0270 | No |
| 76 | Ezh1 | 5541 | 0.029 | 0.0272 | No |
| 77 | Xk | 5646 | 0.022 | 0.0193 | No |
| 78 | Gde1 | 5716 | 0.018 | 0.0141 | No |
| 79 | Arl2bp | 5771 | 0.015 | 0.0101 | No |
| 80 | Mfhas1 | 5907 | 0.006 | -0.0007 | No |
| 81 | Asns | 6019 | 0.000 | -0.0098 | No |
| 82 | Tnrc6b | 6219 | -0.008 | -0.0258 | No |
| 83 | Glrx5 | 6346 | -0.016 | -0.0356 | No |
| 84 | Ypel5 | 6376 | -0.018 | -0.0375 | No |
| 85 | Slc30a1 | 6493 | -0.026 | -0.0463 | No |
| 86 | Usp15 | 6624 | -0.033 | -0.0561 | No |
| 87 | Rhag | 6659 | -0.036 | -0.0579 | No |
| 88 | Adipor1 | 6876 | -0.049 | -0.0743 | No |
| 89 | Fbxo7 | 6912 | -0.051 | -0.0759 | No |
| 90 | Tcea1 | 6995 | -0.056 | -0.0811 | No |
| 91 | Slc25a38 | 7156 | -0.066 | -0.0925 | No |
| 92 | Fbxo9 | 7254 | -0.071 | -0.0986 | No |
| 93 | Gata1 | 7429 | -0.082 | -0.1107 | No |
| 94 | Map2k3 | 7471 | -0.084 | -0.1119 | No |
| 95 | Sec14l1 | 7558 | -0.090 | -0.1166 | No |
| 96 | Abcb6 | 7559 | -0.090 | -0.1143 | No |
| 97 | Smox | 7605 | -0.093 | -0.1157 | No |
| 98 | Ctsb | 7654 | -0.097 | -0.1171 | No |
| 99 | Epor | 7690 | -0.100 | -0.1174 | No |
| 100 | Mxi1 | 7830 | -0.110 | -0.1260 | No |
| 101 | Xpo7 | 7893 | -0.114 | -0.1281 | No |
| 102 | Nnt | 7964 | -0.119 | -0.1308 | No |
| 103 | Uros | 8106 | -0.128 | -0.1391 | No |
| 104 | Dcaf10 | 8241 | -0.137 | -0.1465 | No |
| 105 | Blvrb | 8260 | -0.138 | -0.1445 | No |
| 106 | Lamp2 | 8273 | -0.139 | -0.1420 | No |
| 107 | Tal1 | 8305 | -0.142 | -0.1409 | No |
| 108 | Clcn3 | 8306 | -0.142 | -0.1373 | No |
| 109 | Foxj2 | 8353 | -0.145 | -0.1374 | No |
| 110 | Cdc27 | 8374 | -0.146 | -0.1353 | No |
| 111 | Btrc | 8412 | -0.148 | -0.1346 | No |
| 112 | Urod | 8468 | -0.152 | -0.1352 | No |
| 113 | Rnf123 | 8512 | -0.155 | -0.1348 | No |
| 114 | Pdzk1ip1 | 8514 | -0.155 | -0.1309 | No |
| 115 | Ubac1 | 8530 | -0.156 | -0.1282 | No |
| 116 | Slc10a3 | 8538 | -0.157 | -0.1248 | No |
| 117 | Aldh1l1 | 8543 | -0.158 | -0.1211 | No |
| 118 | Lrp10 | 8578 | -0.161 | -0.1198 | No |
| 119 | Sdcbp | 8585 | -0.161 | -0.1162 | No |
| 120 | Klf1 | 8726 | -0.173 | -0.1233 | No |
| 121 | Btg2 | 8796 | -0.177 | -0.1244 | No |
| 122 | Top1 | 8877 | -0.183 | -0.1263 | No |
| 123 | Arhgef12 | 8879 | -0.183 | -0.1217 | No |
| 124 | Selenbp1 | 8919 | -0.186 | -0.1202 | No |
| 125 | Klf3 | 9200 | -0.206 | -0.1378 | No |
| 126 | Dcun1d1 | 9235 | -0.209 | -0.1353 | No |
| 127 | Ncoa4 | 9249 | -0.210 | -0.1310 | No |
| 128 | Daam1 | 9286 | -0.214 | -0.1285 | No |
| 129 | Prdx2 | 9311 | -0.215 | -0.1250 | No |
| 130 | Synj1 | 9333 | -0.217 | -0.1213 | No |
| 131 | Dcaf11 | 9345 | -0.217 | -0.1167 | No |
| 132 | Bsg | 9434 | -0.224 | -0.1182 | No |
| 133 | Htatip2 | 9459 | -0.226 | -0.1144 | No |
| 134 | Trak2 | 9538 | -0.228 | -0.1150 | No |
| 135 | Kat2b | 9683 | -0.240 | -0.1206 | No |
| 136 | Bpgm | 9718 | -0.243 | -0.1173 | No |
| 137 | Cir1 | 9868 | -0.256 | -0.1229 | No |
| 138 | Ermap | 9924 | -0.261 | -0.1208 | No |
| 139 | Ctse | 9972 | -0.265 | -0.1179 | No |
| 140 | Nudt4 | 9980 | -0.265 | -0.1118 | No |
| 141 | Ccnd3 | 10034 | -0.270 | -0.1093 | No |
| 142 | Cpox | 10495 | -0.310 | -0.1389 | No |
| 143 | Ranbp10 | 10523 | -0.313 | -0.1332 | No |
| 144 | H1f0 | 10760 | -0.341 | -0.1437 | No |
| 145 | Trim58 | 10802 | -0.345 | -0.1384 | No |
| 146 | Tns1 | 10825 | -0.349 | -0.1313 | No |
| 147 | Spta1 | 10904 | -0.356 | -0.1287 | No |
| 148 | Marchf8 | 10930 | -0.359 | -0.1216 | No |
| 149 | C3 | 11007 | -0.369 | -0.1185 | No |
| 150 | Fbxo34 | 11039 | -0.374 | -0.1115 | No |
| 151 | Alad | 11188 | -0.395 | -0.1136 | No |
| 152 | Hdgf | 11262 | -0.405 | -0.1092 | No |
| 153 | Psmd9 | 11352 | -0.422 | -0.1058 | No |
| 154 | Acp5 | 11400 | -0.427 | -0.0988 | No |
| 155 | Slc66a2 | 11414 | -0.429 | -0.0890 | No |
| 156 | Nr3c1 | 11678 | -0.476 | -0.0984 | No |
| 157 | Blvra | 11683 | -0.476 | -0.0867 | No |
| 158 | Sidt2 | 11778 | -0.495 | -0.0818 | No |
| 159 | Nek7 | 11960 | -0.552 | -0.0826 | No |
| 160 | Ccdc28a | 12015 | -0.571 | -0.0725 | No |
| 161 | Rcl1 | 12113 | -0.621 | -0.0647 | No |
| 162 | Agpat4 | 12115 | -0.623 | -0.0490 | No |
| 163 | Igsf3 | 12133 | -0.629 | -0.0345 | No |
| 164 | Kel | 12264 | -0.706 | -0.0272 | No |
| 165 | Slc22a4 | 12328 | -0.786 | -0.0125 | No |
| 166 | Gclc | 12363 | -0.852 | 0.0064 | No |

