| Dataset | Mast.Mast_Pheno.cls #Group2_versus_Group3.Mast_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_HEME_METABOLISM |
| Enrichment Score (ES) | -0.16539004 |
| Normalized Enrichment Score (NES) | -0.77005774 |
| Nominal p-value | 0.936255 |
| FDR q-value | 0.9442555 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Cast | 24 | 0.983 | 0.0213 | No |
| 2 | Gclc | 72 | 0.836 | 0.0373 | No |
| 3 | Marchf8 | 78 | 0.828 | 0.0565 | No |
| 4 | Clcn3 | 333 | 0.638 | 0.0510 | No |
| 5 | Slc22a4 | 404 | 0.606 | 0.0597 | No |
| 6 | Alad | 434 | 0.597 | 0.0714 | No |
| 7 | Daam1 | 505 | 0.576 | 0.0794 | No |
| 8 | Fbxo34 | 587 | 0.545 | 0.0857 | No |
| 9 | Nr3c1 | 667 | 0.526 | 0.0918 | No |
| 10 | Ctsb | 706 | 0.516 | 0.1009 | No |
| 11 | Sdcbp | 841 | 0.483 | 0.1014 | No |
| 12 | Synj1 | 934 | 0.463 | 0.1049 | No |
| 13 | Blvra | 1000 | 0.451 | 0.1103 | No |
| 14 | Tns1 | 1045 | 0.442 | 0.1172 | No |
| 15 | Sidt2 | 1113 | 0.432 | 0.1220 | No |
| 16 | Pdzk1ip1 | 1441 | 0.380 | 0.1044 | No |
| 17 | Ezh1 | 1493 | 0.373 | 0.1091 | No |
| 18 | Picalm | 1497 | 0.371 | 0.1176 | No |
| 19 | Slc30a1 | 1523 | 0.368 | 0.1243 | No |
| 20 | Ncoa4 | 1627 | 0.354 | 0.1243 | No |
| 21 | Dcaf11 | 1637 | 0.353 | 0.1319 | No |
| 22 | Top1 | 1715 | 0.340 | 0.1337 | No |
| 23 | Ccdc28a | 1740 | 0.336 | 0.1397 | No |
| 24 | Smox | 1775 | 0.332 | 0.1448 | No |
| 25 | Optn | 1837 | 0.324 | 0.1476 | No |
| 26 | Asns | 1884 | 0.318 | 0.1514 | No |
| 27 | Acp5 | 2011 | 0.304 | 0.1483 | No |
| 28 | Rhag | 2102 | 0.294 | 0.1479 | No |
| 29 | Snca | 2181 | 0.285 | 0.1483 | No |
| 30 | Tcea1 | 2406 | 0.265 | 0.1364 | No |
| 31 | Trak2 | 2465 | 0.261 | 0.1378 | No |
| 32 | Nfe2l1 | 2694 | 0.237 | 0.1249 | No |
| 33 | Agpat4 | 2702 | 0.237 | 0.1299 | No |
| 34 | Ubac1 | 3024 | 0.205 | 0.1086 | No |
| 35 | Cdc27 | 3038 | 0.204 | 0.1124 | No |
| 36 | Mboat2 | 3166 | 0.192 | 0.1066 | No |
| 37 | Psmd9 | 3184 | 0.191 | 0.1098 | No |
| 38 | Btrc | 3237 | 0.186 | 0.1099 | No |
| 39 | Nudt4 | 3302 | 0.181 | 0.1090 | No |
| 40 | Kat2b | 3315 | 0.180 | 0.1123 | No |
| 41 | Uros | 3327 | 0.179 | 0.1157 | No |
| 42 | Rnf123 | 3331 | 0.179 | 0.1197 | No |
| 43 | Ppp2r5b | 3367 | 0.177 | 0.1210 | No |
| 44 | Ccnd3 | 3413 | 0.173 | 0.1214 | No |
| 45 | Kel | 3473 | 0.167 | 0.1206 | No |
| 46 | Lamp2 | 3486 | 0.167 | 0.1236 | No |
| 47 | Adipor1 | 3496 | 0.166 | 0.1268 | No |
| 48 | Xpo7 | 3685 | 0.151 | 0.1150 | No |
| 49 | Rcl1 | 3824 | 0.141 | 0.1071 | No |
| 50 | Dcaf10 | 3872 | 0.137 | 0.1066 | No |
| 51 | Atg4a | 3974 | 0.130 | 0.1014 | No |
| 52 | Rap1gap | 4017 | 0.127 | 0.1010 | No |
| 53 | Rhd | 4048 | 0.124 | 0.1015 | No |
| 54 | Tmem9b | 4214 | 0.111 | 0.0907 | No |
| 55 | Khnyn | 4255 | 0.108 | 0.0900 | No |
| 56 | Cpox | 4372 | 0.098 | 0.0828 | No |
| 57 | Arl2bp | 4500 | 0.087 | 0.0746 | No |
| 58 | Glrx5 | 4667 | 0.075 | 0.0628 | No |
| 59 | Slc66a2 | 4711 | 0.072 | 0.0610 | No |
| 60 | Foxj2 | 4760 | 0.069 | 0.0588 | No |
| 61 | Endod1 | 4806 | 0.067 | 0.0567 | No |
| 62 | Ermap | 4824 | 0.066 | 0.0569 | No |
| 63 | Ranbp10 | 4846 | 0.064 | 0.0567 | No |
| 64 | Trim58 | 4895 | 0.061 | 0.0542 | No |
| 65 | Aldh6a1 | 4917 | 0.060 | 0.0539 | No |
| 66 | Arhgef12 | 5017 | 0.053 | 0.0471 | No |
| 67 | Nek7 | 5084 | 0.049 | 0.0429 | No |
| 68 | Selenbp1 | 5102 | 0.047 | 0.0426 | No |
| 69 | Spta1 | 5106 | 0.047 | 0.0435 | No |
| 70 | Map2k3 | 5142 | 0.044 | 0.0417 | No |
| 71 | Hebp1 | 5188 | 0.041 | 0.0390 | No |
| 72 | Usp15 | 5316 | 0.033 | 0.0294 | No |
| 73 | Htatip2 | 5367 | 0.029 | 0.0261 | No |
| 74 | Fbxo9 | 5415 | 0.027 | 0.0229 | No |
| 75 | Minpp1 | 5416 | 0.027 | 0.0235 | No |
| 76 | Urod | 5543 | 0.018 | 0.0136 | No |
| 77 | Hmbs | 5554 | 0.017 | 0.0132 | No |
| 78 | Abcg2 | 5617 | 0.013 | 0.0085 | No |
| 79 | Sec14l1 | 5618 | 0.013 | 0.0088 | No |
| 80 | Mpp1 | 5721 | 0.007 | 0.0007 | No |
| 81 | C3 | 5756 | 0.004 | -0.0020 | No |
| 82 | Igsf3 | 5824 | 0.000 | -0.0075 | No |
| 83 | Mxi1 | 5930 | -0.006 | -0.0159 | No |
| 84 | Epb41 | 6043 | -0.015 | -0.0246 | No |
| 85 | Alas2 | 6138 | -0.021 | -0.0318 | No |
| 86 | Tal1 | 6161 | -0.023 | -0.0330 | No |
| 87 | Nnt | 6224 | -0.028 | -0.0374 | No |
| 88 | Bach1 | 6227 | -0.028 | -0.0369 | No |
| 89 | Klf1 | 6302 | -0.032 | -0.0422 | No |
| 90 | H1f0 | 6448 | -0.043 | -0.0530 | No |
| 91 | Gmps | 6481 | -0.045 | -0.0545 | No |
| 92 | Epor | 6626 | -0.055 | -0.0649 | No |
| 93 | Add2 | 6662 | -0.058 | -0.0664 | No |
| 94 | Hagh | 7049 | -0.087 | -0.0958 | No |
| 95 | Prdx2 | 7072 | -0.089 | -0.0955 | No |
| 96 | Ank1 | 7091 | -0.090 | -0.0948 | No |
| 97 | Slc25a38 | 7104 | -0.091 | -0.0936 | No |
| 98 | Mfhas1 | 7304 | -0.103 | -0.1074 | No |
| 99 | Cir1 | 7333 | -0.105 | -0.1072 | No |
| 100 | Riok3 | 7438 | -0.112 | -0.1130 | No |
| 101 | Htra2 | 7552 | -0.120 | -0.1194 | No |
| 102 | Mospd1 | 7558 | -0.120 | -0.1169 | No |
| 103 | Rad23a | 7654 | -0.126 | -0.1217 | No |
| 104 | Rnf19a | 7656 | -0.127 | -0.1187 | No |
| 105 | Eif2ak1 | 7676 | -0.129 | -0.1172 | No |
| 106 | Mocos | 7688 | -0.129 | -0.1151 | No |
| 107 | Tfrc | 7706 | -0.130 | -0.1134 | No |
| 108 | Bsg | 7812 | -0.139 | -0.1186 | No |
| 109 | Pgls | 7867 | -0.143 | -0.1196 | No |
| 110 | Btg2 | 7875 | -0.144 | -0.1168 | No |
| 111 | Gde1 | 7929 | -0.148 | -0.1176 | No |
| 112 | Bnip3l | 8352 | -0.176 | -0.1478 | No |
| 113 | Aldh1l1 | 8358 | -0.176 | -0.1440 | No |
| 114 | Klf3 | 8365 | -0.177 | -0.1403 | No |
| 115 | Mkrn1 | 8571 | -0.191 | -0.1525 | No |
| 116 | Pcx | 8642 | -0.196 | -0.1536 | No |
| 117 | Add1 | 8656 | -0.198 | -0.1499 | No |
| 118 | Tent5c | 8724 | -0.202 | -0.1506 | No |
| 119 | Icam4 | 8728 | -0.203 | -0.1460 | No |
| 120 | Slc11a2 | 8762 | -0.206 | -0.1438 | No |
| 121 | Fech | 8772 | -0.207 | -0.1397 | No |
| 122 | Rbm5 | 8852 | -0.213 | -0.1410 | No |
| 123 | Ell2 | 9008 | -0.226 | -0.1483 | No |
| 124 | Ucp2 | 9062 | -0.230 | -0.1472 | No |
| 125 | Car2 | 9162 | -0.237 | -0.1496 | No |
| 126 | Bmp2k | 9232 | -0.241 | -0.1495 | No |
| 127 | Xk | 9331 | -0.251 | -0.1515 | No |
| 128 | Mark3 | 9405 | -0.257 | -0.1514 | No |
| 129 | Ypel5 | 9406 | -0.257 | -0.1453 | No |
| 130 | Cat | 9442 | -0.260 | -0.1420 | No |
| 131 | Ctns | 9637 | -0.275 | -0.1513 | No |
| 132 | Fbxo7 | 9763 | -0.286 | -0.1547 | No |
| 133 | Blvrb | 9853 | -0.294 | -0.1549 | No |
| 134 | Lrp10 | 9940 | -0.302 | -0.1548 | No |
| 135 | Abcb6 | 10055 | -0.315 | -0.1566 | No |
| 136 | Narf | 10129 | -0.321 | -0.1549 | No |
| 137 | Tmcc2 | 10200 | -0.329 | -0.1528 | No |
| 138 | Gapvd1 | 10226 | -0.332 | -0.1470 | No |
| 139 | Dcun1d1 | 10310 | -0.341 | -0.1457 | No |
| 140 | Foxo3 | 10553 | -0.366 | -0.1567 | Yes |
| 141 | Tnrc6b | 10660 | -0.379 | -0.1563 | Yes |
| 142 | Marchf2 | 10665 | -0.380 | -0.1477 | Yes |
| 143 | Tfdp2 | 10670 | -0.380 | -0.1390 | Yes |
| 144 | E2f2 | 10715 | -0.385 | -0.1334 | Yes |
| 145 | Hdgf | 10809 | -0.397 | -0.1316 | Yes |
| 146 | Mgst3 | 10821 | -0.398 | -0.1231 | Yes |
| 147 | Tspan5 | 10888 | -0.407 | -0.1188 | Yes |
| 148 | Atp6v0a1 | 11119 | -0.434 | -0.1272 | Yes |
| 149 | Kdm7a | 11141 | -0.438 | -0.1185 | Yes |
| 150 | Gclm | 11145 | -0.438 | -0.1084 | Yes |
| 151 | Lmo2 | 11188 | -0.444 | -0.1013 | Yes |
| 152 | Vezf1 | 11234 | -0.452 | -0.0942 | Yes |
| 153 | Pigq | 11256 | -0.455 | -0.0852 | Yes |
| 154 | Ctse | 11482 | -0.490 | -0.0919 | Yes |
| 155 | Sptb | 11500 | -0.494 | -0.0815 | Yes |
| 156 | Slc2a1 | 11564 | -0.504 | -0.0747 | Yes |
| 157 | Nfe2 | 11635 | -0.522 | -0.0680 | Yes |
| 158 | Tspo2 | 11648 | -0.525 | -0.0566 | Yes |
| 159 | Rbm38 | 11682 | -0.533 | -0.0466 | Yes |
| 160 | Slc10a3 | 11697 | -0.537 | -0.0350 | Yes |
| 161 | Car1 | 11742 | -0.548 | -0.0256 | Yes |
| 162 | Ppox | 11786 | -0.558 | -0.0159 | Yes |
| 163 | Bpgm | 11799 | -0.562 | -0.0035 | Yes |
| 164 | Lpin2 | 12027 | -0.636 | -0.0069 | Yes |
| 165 | Gata1 | 12185 | -0.722 | -0.0026 | Yes |
| 166 | Gypc | 12401 | -0.986 | 0.0033 | Yes |

