| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group2.Mast_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.21160196 |
| Normalized Enrichment Score (NES) | -1.0227154 |
| Nominal p-value | 0.41666666 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.987 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Abcb8 | 56 | 0.901 | 0.0175 | No |
| 2 | Dbt | 104 | 0.796 | 0.0332 | No |
| 3 | Etfb | 107 | 0.794 | 0.0525 | No |
| 4 | Esyt1 | 306 | 0.633 | 0.0518 | No |
| 5 | Qdpr | 747 | 0.493 | 0.0281 | No |
| 6 | Gbe1 | 767 | 0.489 | 0.0385 | No |
| 7 | Sod1 | 831 | 0.477 | 0.0451 | No |
| 8 | Rmdn3 | 993 | 0.445 | 0.0428 | No |
| 9 | Phyh | 1028 | 0.439 | 0.0508 | No |
| 10 | Dnajc15 | 1114 | 0.424 | 0.0543 | No |
| 11 | Miga2 | 1157 | 0.416 | 0.0611 | No |
| 12 | Cat | 1236 | 0.404 | 0.0646 | No |
| 13 | Adcy6 | 1326 | 0.390 | 0.0669 | No |
| 14 | Jagn1 | 1401 | 0.382 | 0.0703 | No |
| 15 | Vegfb | 1508 | 0.366 | 0.0706 | No |
| 16 | Slc19a1 | 1654 | 0.348 | 0.0673 | No |
| 17 | Pfkfb3 | 1687 | 0.344 | 0.0731 | No |
| 18 | Mgst3 | 1721 | 0.342 | 0.0788 | No |
| 19 | Dlat | 1727 | 0.341 | 0.0868 | No |
| 20 | Pim3 | 1760 | 0.337 | 0.0924 | No |
| 21 | Dnajb9 | 1791 | 0.333 | 0.0981 | No |
| 22 | Bcl6 | 1841 | 0.326 | 0.1021 | No |
| 23 | Pemt | 1842 | 0.326 | 0.1101 | No |
| 24 | Acadl | 1870 | 0.322 | 0.1158 | No |
| 25 | Ywhag | 1955 | 0.313 | 0.1166 | No |
| 26 | Gpd2 | 1988 | 0.310 | 0.1216 | No |
| 27 | Suclg1 | 2004 | 0.308 | 0.1279 | No |
| 28 | Pfkl | 2024 | 0.306 | 0.1339 | No |
| 29 | Prdx3 | 2171 | 0.292 | 0.1291 | No |
| 30 | Sdhb | 2183 | 0.291 | 0.1354 | No |
| 31 | Pex14 | 2284 | 0.281 | 0.1341 | No |
| 32 | Nabp1 | 2318 | 0.278 | 0.1382 | No |
| 33 | Aplp2 | 2319 | 0.278 | 0.1450 | No |
| 34 | Slc5a6 | 2374 | 0.273 | 0.1473 | No |
| 35 | Por | 2675 | 0.247 | 0.1290 | No |
| 36 | Gpat4 | 2692 | 0.246 | 0.1337 | No |
| 37 | Grpel1 | 2698 | 0.246 | 0.1393 | No |
| 38 | Cpt2 | 2732 | 0.243 | 0.1426 | No |
| 39 | Gpam | 3017 | 0.219 | 0.1248 | No |
| 40 | Uqcrq | 3099 | 0.214 | 0.1234 | No |
| 41 | Preb | 3196 | 0.206 | 0.1207 | No |
| 42 | Tob1 | 3208 | 0.205 | 0.1248 | No |
| 43 | Coq3 | 3213 | 0.205 | 0.1295 | No |
| 44 | Ubqln1 | 3280 | 0.199 | 0.1290 | No |
| 45 | Uck1 | 3286 | 0.199 | 0.1334 | No |
| 46 | Dld | 3330 | 0.195 | 0.1347 | No |
| 47 | Acly | 3356 | 0.193 | 0.1374 | No |
| 48 | Lpcat3 | 3372 | 0.192 | 0.1409 | No |
| 49 | Itih5 | 3397 | 0.190 | 0.1436 | No |
| 50 | C3 | 3430 | 0.188 | 0.1456 | No |
| 51 | Ifngr1 | 3490 | 0.183 | 0.1453 | No |
| 52 | Lipe | 3548 | 0.179 | 0.1450 | No |
| 53 | Uqcrc1 | 3569 | 0.177 | 0.1477 | No |
| 54 | Mrpl15 | 3626 | 0.174 | 0.1474 | No |
| 55 | Idh1 | 3640 | 0.172 | 0.1506 | No |
| 56 | Slc1a5 | 3810 | 0.161 | 0.1407 | No |
| 57 | Samm50 | 3851 | 0.158 | 0.1414 | No |
| 58 | Atl2 | 3902 | 0.154 | 0.1411 | No |
| 59 | Riok3 | 4154 | 0.137 | 0.1240 | No |
| 60 | Aldh2 | 4233 | 0.130 | 0.1208 | No |
| 61 | Cox7b | 4255 | 0.129 | 0.1223 | No |
| 62 | Cmpk1 | 4422 | 0.119 | 0.1117 | No |
| 63 | Acads | 4625 | 0.106 | 0.0978 | No |
| 64 | Cyc1 | 4637 | 0.105 | 0.0995 | No |
| 65 | Aldoa | 4682 | 0.102 | 0.0984 | No |
| 66 | Taldo1 | 4705 | 0.101 | 0.0991 | No |
| 67 | Ucp2 | 4792 | 0.095 | 0.0944 | No |
| 68 | Ubc | 4881 | 0.090 | 0.0895 | No |
| 69 | Ech1 | 4899 | 0.088 | 0.0903 | No |
| 70 | Mdh2 | 4921 | 0.086 | 0.0907 | No |
| 71 | Bcl2l13 | 4982 | 0.082 | 0.0878 | No |
| 72 | Ndufb7 | 5044 | 0.078 | 0.0847 | No |
| 73 | Slc25a1 | 5081 | 0.074 | 0.0836 | No |
| 74 | Baz2a | 5122 | 0.073 | 0.0821 | No |
| 75 | Rreb1 | 5266 | 0.063 | 0.0720 | No |
| 76 | Scarb1 | 5542 | 0.044 | 0.0507 | No |
| 77 | Dgat1 | 5604 | 0.040 | 0.0467 | No |
| 78 | Ppp1r15b | 5625 | 0.038 | 0.0461 | No |
| 79 | Tkt | 5629 | 0.038 | 0.0467 | No |
| 80 | Crat | 5655 | 0.036 | 0.0456 | No |
| 81 | Tank | 5703 | 0.033 | 0.0426 | No |
| 82 | Echs1 | 5732 | 0.031 | 0.0410 | No |
| 83 | Dram2 | 5790 | 0.027 | 0.0371 | No |
| 84 | Arl4a | 5800 | 0.027 | 0.0370 | No |
| 85 | G3bp2 | 5894 | 0.021 | 0.0300 | No |
| 86 | Aco2 | 5900 | 0.021 | 0.0300 | No |
| 87 | Slc27a1 | 5928 | 0.019 | 0.0283 | No |
| 88 | Dhrs7b | 5942 | 0.018 | 0.0277 | No |
| 89 | Araf | 6088 | 0.008 | 0.0161 | No |
| 90 | Ptcd3 | 6124 | 0.006 | 0.0134 | No |
| 91 | Acadm | 6138 | 0.005 | 0.0124 | No |
| 92 | Mgll | 6153 | 0.004 | 0.0114 | No |
| 93 | Reep5 | 6234 | -0.001 | 0.0049 | No |
| 94 | Ndufab1 | 6318 | -0.007 | -0.0017 | No |
| 95 | Cavin1 | 6542 | -0.021 | -0.0193 | No |
| 96 | Elovl6 | 6564 | -0.023 | -0.0205 | No |
| 97 | Esrra | 6695 | -0.030 | -0.0303 | No |
| 98 | Adipor2 | 6731 | -0.031 | -0.0324 | No |
| 99 | Sdhc | 6739 | -0.032 | -0.0322 | No |
| 100 | Ghitm | 7158 | -0.058 | -0.0648 | No |
| 101 | Uqcr11 | 7441 | -0.079 | -0.0858 | No |
| 102 | Fah | 7722 | -0.097 | -0.1063 | No |
| 103 | Nkiras1 | 7890 | -0.107 | -0.1172 | No |
| 104 | Pdcd4 | 7937 | -0.111 | -0.1182 | No |
| 105 | Mccc1 | 7971 | -0.114 | -0.1181 | No |
| 106 | Decr1 | 8180 | -0.128 | -0.1319 | No |
| 107 | Angpt1 | 8285 | -0.134 | -0.1371 | No |
| 108 | Gadd45a | 8391 | -0.142 | -0.1422 | No |
| 109 | Ndufa5 | 8412 | -0.143 | -0.1403 | No |
| 110 | Agpat3 | 8511 | -0.149 | -0.1447 | No |
| 111 | Bckdha | 8564 | -0.153 | -0.1451 | No |
| 112 | Rtn3 | 8624 | -0.157 | -0.1461 | No |
| 113 | Slc25a10 | 8717 | -0.163 | -0.1496 | No |
| 114 | Pgm1 | 8791 | -0.170 | -0.1514 | No |
| 115 | Ccng2 | 8910 | -0.179 | -0.1566 | No |
| 116 | Plin2 | 9054 | -0.190 | -0.1636 | No |
| 117 | Rnf11 | 9077 | -0.192 | -0.1607 | No |
| 118 | Elmod3 | 9150 | -0.197 | -0.1617 | No |
| 119 | Angptl4 | 9211 | -0.202 | -0.1617 | No |
| 120 | Sorbs1 | 9214 | -0.202 | -0.1569 | No |
| 121 | Atp1b3 | 9254 | -0.205 | -0.1550 | No |
| 122 | Cox6a1 | 9288 | -0.207 | -0.1526 | No |
| 123 | Idh3g | 9523 | -0.225 | -0.1662 | No |
| 124 | Cdkn2c | 9532 | -0.226 | -0.1613 | No |
| 125 | Cs | 9753 | -0.244 | -0.1732 | No |
| 126 | Cox8a | 9797 | -0.247 | -0.1707 | No |
| 127 | Cd151 | 9857 | -0.251 | -0.1693 | No |
| 128 | Mtarc2 | 10377 | -0.296 | -0.2044 | Yes |
| 129 | Ppm1b | 10461 | -0.304 | -0.2037 | Yes |
| 130 | Aifm1 | 10478 | -0.307 | -0.1974 | Yes |
| 131 | Ptger3 | 10533 | -0.314 | -0.1942 | Yes |
| 132 | Apoe | 10539 | -0.314 | -0.1869 | Yes |
| 133 | Retsat | 10627 | -0.325 | -0.1860 | Yes |
| 134 | Hadh | 10729 | -0.335 | -0.1860 | Yes |
| 135 | Scp2 | 10798 | -0.344 | -0.1831 | Yes |
| 136 | Acaa2 | 10822 | -0.347 | -0.1765 | Yes |
| 137 | Mtch2 | 10828 | -0.347 | -0.1684 | Yes |
| 138 | Ak2 | 10896 | -0.359 | -0.1651 | Yes |
| 139 | Phldb1 | 10929 | -0.363 | -0.1588 | Yes |
| 140 | Itsn1 | 10942 | -0.363 | -0.1509 | Yes |
| 141 | Dhcr7 | 10955 | -0.365 | -0.1429 | Yes |
| 142 | Chuk | 11065 | -0.382 | -0.1425 | Yes |
| 143 | Ddt | 11237 | -0.409 | -0.1464 | Yes |
| 144 | Uqcr10 | 11352 | -0.427 | -0.1452 | Yes |
| 145 | Coq9 | 11483 | -0.447 | -0.1448 | Yes |
| 146 | Nmt1 | 11485 | -0.448 | -0.1340 | Yes |
| 147 | Stom | 11602 | -0.468 | -0.1319 | Yes |
| 148 | Map4k3 | 11605 | -0.469 | -0.1206 | Yes |
| 149 | Hibch | 11702 | -0.487 | -0.1165 | Yes |
| 150 | Stat5a | 11711 | -0.489 | -0.1052 | Yes |
| 151 | Coq5 | 11866 | -0.525 | -0.1049 | Yes |
| 152 | Gpx4 | 11950 | -0.548 | -0.0982 | Yes |
| 153 | Abca1 | 12032 | -0.570 | -0.0908 | Yes |
| 154 | Acox1 | 12166 | -0.628 | -0.0863 | Yes |
| 155 | Idh3a | 12238 | -0.675 | -0.0755 | Yes |
| 156 | Ndufs3 | 12331 | -0.759 | -0.0645 | Yes |
| 157 | Immt | 12334 | -0.761 | -0.0460 | Yes |
| 158 | Dhrs7 | 12370 | -0.818 | -0.0288 | Yes |
| 159 | Gphn | 12437 | -1.410 | 0.0003 | Yes |

