| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group3.Mast_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_HEME_METABOLISM |
| Enrichment Score (ES) | -0.20156112 |
| Normalized Enrichment Score (NES) | -0.94628215 |
| Nominal p-value | 0.57983196 |
| FDR q-value | 0.9088385 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Gclc | 13 | 1.123 | 0.0267 | No |
| 2 | Ell2 | 38 | 0.958 | 0.0485 | No |
| 3 | Igsf3 | 464 | 0.575 | 0.0281 | No |
| 4 | Dcaf11 | 517 | 0.560 | 0.0377 | No |
| 5 | Marchf8 | 569 | 0.545 | 0.0470 | No |
| 6 | Tmem9b | 970 | 0.446 | 0.0255 | No |
| 7 | Kel | 1062 | 0.426 | 0.0286 | No |
| 8 | Minpp1 | 1067 | 0.425 | 0.0388 | No |
| 9 | Tal1 | 1126 | 0.416 | 0.0444 | No |
| 10 | Ccdc28a | 1165 | 0.409 | 0.0514 | No |
| 11 | Uros | 1279 | 0.391 | 0.0518 | No |
| 12 | Rad23a | 1331 | 0.382 | 0.0571 | No |
| 13 | Epor | 1512 | 0.358 | 0.0513 | No |
| 14 | Alad | 1521 | 0.356 | 0.0595 | No |
| 15 | Slc30a1 | 1563 | 0.350 | 0.0648 | No |
| 16 | Nudt4 | 1603 | 0.346 | 0.0702 | No |
| 17 | Slc25a38 | 1755 | 0.327 | 0.0660 | No |
| 18 | Asns | 1886 | 0.311 | 0.0631 | No |
| 19 | Sidt2 | 1914 | 0.309 | 0.0685 | No |
| 20 | Cast | 1923 | 0.308 | 0.0755 | No |
| 21 | Endod1 | 1970 | 0.304 | 0.0792 | No |
| 22 | Nr3c1 | 2125 | 0.288 | 0.0738 | No |
| 23 | Aldh1l1 | 2164 | 0.284 | 0.0777 | No |
| 24 | Foxj2 | 2172 | 0.283 | 0.0842 | No |
| 25 | Nnt | 2226 | 0.279 | 0.0868 | No |
| 26 | Nfe2l1 | 2242 | 0.278 | 0.0924 | No |
| 27 | Tns1 | 2411 | 0.263 | 0.0852 | No |
| 28 | Slc11a2 | 2438 | 0.260 | 0.0896 | No |
| 29 | Mboat2 | 2483 | 0.255 | 0.0923 | No |
| 30 | Ypel5 | 2500 | 0.253 | 0.0972 | No |
| 31 | Ank1 | 2640 | 0.241 | 0.0919 | No |
| 32 | Clcn3 | 2719 | 0.235 | 0.0913 | No |
| 33 | Blvrb | 2777 | 0.229 | 0.0923 | No |
| 34 | Cir1 | 2999 | 0.210 | 0.0795 | No |
| 35 | C3 | 3008 | 0.209 | 0.0841 | No |
| 36 | Arhgef12 | 3041 | 0.206 | 0.0865 | No |
| 37 | Ppp2r5b | 3080 | 0.202 | 0.0884 | No |
| 38 | Rhag | 3209 | 0.192 | 0.0828 | No |
| 39 | Trak2 | 3252 | 0.189 | 0.0840 | No |
| 40 | Agpat4 | 3362 | 0.179 | 0.0795 | No |
| 41 | Fbxo7 | 3387 | 0.178 | 0.0820 | No |
| 42 | Selenbp1 | 3540 | 0.164 | 0.0737 | No |
| 43 | Nek7 | 3690 | 0.153 | 0.0653 | No |
| 44 | Rnf19a | 3710 | 0.151 | 0.0675 | No |
| 45 | Spta1 | 3719 | 0.151 | 0.0706 | No |
| 46 | Blvra | 3778 | 0.145 | 0.0695 | No |
| 47 | Snca | 3930 | 0.133 | 0.0604 | No |
| 48 | Lamp2 | 3970 | 0.129 | 0.0605 | No |
| 49 | Ubac1 | 4247 | 0.112 | 0.0407 | No |
| 50 | Top1 | 4286 | 0.108 | 0.0403 | No |
| 51 | Atg4a | 4302 | 0.107 | 0.0417 | No |
| 52 | Mxi1 | 4365 | 0.103 | 0.0392 | No |
| 53 | Khnyn | 4417 | 0.100 | 0.0376 | No |
| 54 | Dcun1d1 | 4484 | 0.095 | 0.0345 | No |
| 55 | Aldh6a1 | 4492 | 0.095 | 0.0363 | No |
| 56 | Fbxo34 | 4521 | 0.092 | 0.0363 | No |
| 57 | Daam1 | 4556 | 0.090 | 0.0358 | No |
| 58 | Urod | 4660 | 0.081 | 0.0294 | No |
| 59 | Optn | 4721 | 0.077 | 0.0264 | No |
| 60 | Cat | 4892 | 0.064 | 0.0141 | No |
| 61 | Htatip2 | 4954 | 0.059 | 0.0106 | No |
| 62 | Ezh1 | 4983 | 0.057 | 0.0097 | No |
| 63 | Bsg | 5111 | 0.049 | 0.0006 | No |
| 64 | Ctns | 5176 | 0.044 | -0.0035 | No |
| 65 | Kat2b | 5190 | 0.043 | -0.0035 | No |
| 66 | Smox | 5204 | 0.043 | -0.0035 | No |
| 67 | Alas2 | 5207 | 0.042 | -0.0026 | No |
| 68 | Mgst3 | 5305 | 0.035 | -0.0097 | No |
| 69 | Dcaf10 | 5367 | 0.031 | -0.0139 | No |
| 70 | Vezf1 | 5408 | 0.028 | -0.0164 | No |
| 71 | Gmps | 5421 | 0.027 | -0.0168 | No |
| 72 | Tcea1 | 5429 | 0.026 | -0.0167 | No |
| 73 | Bmp2k | 5433 | 0.026 | -0.0163 | No |
| 74 | Pigq | 5643 | 0.013 | -0.0330 | No |
| 75 | Rap1gap | 5688 | 0.011 | -0.0363 | No |
| 76 | Riok3 | 5695 | 0.011 | -0.0365 | No |
| 77 | Mospd1 | 5731 | 0.008 | -0.0391 | No |
| 78 | Sec14l1 | 5780 | 0.005 | -0.0429 | No |
| 79 | Acp5 | 5857 | 0.000 | -0.0491 | No |
| 80 | Hebp1 | 5887 | -0.001 | -0.0515 | No |
| 81 | Cdc27 | 5976 | -0.009 | -0.0584 | No |
| 82 | Slc22a4 | 6090 | -0.017 | -0.0672 | No |
| 83 | Mpp1 | 6339 | -0.034 | -0.0866 | No |
| 84 | Ctsb | 6468 | -0.042 | -0.0960 | No |
| 85 | Cpox | 6694 | -0.057 | -0.1129 | No |
| 86 | Synj1 | 6700 | -0.058 | -0.1118 | No |
| 87 | Btg2 | 6723 | -0.059 | -0.1122 | No |
| 88 | Slc66a2 | 6734 | -0.060 | -0.1115 | No |
| 89 | Rcl1 | 6742 | -0.061 | -0.1106 | No |
| 90 | Pgls | 6792 | -0.064 | -0.1130 | No |
| 91 | Klf3 | 6844 | -0.067 | -0.1155 | No |
| 92 | Glrx5 | 6851 | -0.068 | -0.1143 | No |
| 93 | Rnf123 | 6869 | -0.069 | -0.1140 | No |
| 94 | Usp15 | 6975 | -0.076 | -0.1207 | No |
| 95 | H1f0 | 6995 | -0.077 | -0.1203 | No |
| 96 | Ncoa4 | 7033 | -0.080 | -0.1213 | No |
| 97 | Psmd9 | 7156 | -0.090 | -0.1290 | No |
| 98 | Btrc | 7180 | -0.091 | -0.1287 | No |
| 99 | Tnrc6b | 7260 | -0.096 | -0.1327 | No |
| 100 | Ppox | 7412 | -0.104 | -0.1425 | No |
| 101 | Ermap | 7583 | -0.116 | -0.1535 | No |
| 102 | Ucp2 | 7622 | -0.118 | -0.1536 | No |
| 103 | Icam4 | 7873 | -0.136 | -0.1706 | No |
| 104 | Marchf2 | 7961 | -0.142 | -0.1742 | No |
| 105 | Sdcbp | 7966 | -0.143 | -0.1710 | No |
| 106 | Map2k3 | 8005 | -0.145 | -0.1705 | No |
| 107 | Atp6v0a1 | 8131 | -0.155 | -0.1769 | No |
| 108 | Trim58 | 8410 | -0.176 | -0.1951 | No |
| 109 | Picalm | 8429 | -0.177 | -0.1922 | No |
| 110 | Foxo3 | 8438 | -0.178 | -0.1885 | No |
| 111 | Mfhas1 | 8490 | -0.182 | -0.1881 | No |
| 112 | Rhd | 8531 | -0.185 | -0.1868 | No |
| 113 | Tmcc2 | 8601 | -0.190 | -0.1877 | No |
| 114 | Fech | 8618 | -0.191 | -0.1843 | No |
| 115 | Hdgf | 8764 | -0.201 | -0.1911 | No |
| 116 | Mkrn1 | 8769 | -0.201 | -0.1864 | No |
| 117 | Prdx2 | 8955 | -0.215 | -0.1962 | Yes |
| 118 | Lpin2 | 9022 | -0.220 | -0.1961 | Yes |
| 119 | Pdzk1ip1 | 9072 | -0.223 | -0.1946 | Yes |
| 120 | Fbxo9 | 9078 | -0.224 | -0.1895 | Yes |
| 121 | Bach1 | 9082 | -0.224 | -0.1842 | Yes |
| 122 | Ranbp10 | 9162 | -0.230 | -0.1849 | Yes |
| 123 | Klf1 | 9201 | -0.234 | -0.1822 | Yes |
| 124 | Add2 | 9232 | -0.236 | -0.1788 | Yes |
| 125 | Gde1 | 9237 | -0.236 | -0.1733 | Yes |
| 126 | Adipor1 | 9247 | -0.237 | -0.1682 | Yes |
| 127 | Tfrc | 9373 | -0.246 | -0.1723 | Yes |
| 128 | Car2 | 9419 | -0.251 | -0.1698 | Yes |
| 129 | Abcb6 | 9501 | -0.257 | -0.1700 | Yes |
| 130 | Rbm5 | 9553 | -0.263 | -0.1676 | Yes |
| 131 | Pcx | 9836 | -0.285 | -0.1836 | Yes |
| 132 | Mocos | 9873 | -0.288 | -0.1794 | Yes |
| 133 | Bpgm | 9946 | -0.295 | -0.1779 | Yes |
| 134 | Add1 | 9956 | -0.296 | -0.1713 | Yes |
| 135 | E2f2 | 9964 | -0.297 | -0.1645 | Yes |
| 136 | Hagh | 10336 | -0.331 | -0.1866 | Yes |
| 137 | Ctse | 10342 | -0.331 | -0.1788 | Yes |
| 138 | Tspan5 | 10359 | -0.333 | -0.1719 | Yes |
| 139 | Slc10a3 | 10364 | -0.334 | -0.1639 | Yes |
| 140 | Xpo7 | 10413 | -0.339 | -0.1595 | Yes |
| 141 | Abcg2 | 10447 | -0.342 | -0.1537 | Yes |
| 142 | Ccnd3 | 10519 | -0.350 | -0.1508 | Yes |
| 143 | Car1 | 10541 | -0.353 | -0.1438 | Yes |
| 144 | Arl2bp | 10615 | -0.362 | -0.1408 | Yes |
| 145 | Htra2 | 10657 | -0.367 | -0.1350 | Yes |
| 146 | Sptb | 10841 | -0.386 | -0.1404 | Yes |
| 147 | Epb41 | 10842 | -0.386 | -0.1308 | Yes |
| 148 | Kdm7a | 10900 | -0.393 | -0.1257 | Yes |
| 149 | Mark3 | 10944 | -0.400 | -0.1193 | Yes |
| 150 | Bnip3l | 10967 | -0.403 | -0.1112 | Yes |
| 151 | Lrp10 | 11015 | -0.408 | -0.1049 | Yes |
| 152 | Lmo2 | 11033 | -0.412 | -0.0961 | Yes |
| 153 | Xk | 11050 | -0.414 | -0.0871 | Yes |
| 154 | Eif2ak1 | 11090 | -0.420 | -0.0799 | Yes |
| 155 | Tfdp2 | 11126 | -0.425 | -0.0723 | Yes |
| 156 | Tent5c | 11337 | -0.460 | -0.0780 | Yes |
| 157 | Rbm38 | 11347 | -0.461 | -0.0673 | Yes |
| 158 | Tspo2 | 11428 | -0.472 | -0.0622 | Yes |
| 159 | Hmbs | 11786 | -0.551 | -0.0776 | Yes |
| 160 | Slc2a1 | 11814 | -0.561 | -0.0659 | Yes |
| 161 | Gypc | 11988 | -0.626 | -0.0645 | Yes |
| 162 | Narf | 12030 | -0.641 | -0.0520 | Yes |
| 163 | Gata1 | 12082 | -0.659 | -0.0399 | Yes |
| 164 | Gapvd1 | 12088 | -0.661 | -0.0239 | Yes |
| 165 | Gclm | 12364 | -0.906 | -0.0239 | Yes |
| 166 | Nfe2 | 12431 | -1.217 | 0.0008 | Yes |

