| 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_ADIPOGENESIS |
| Enrichment Score (ES) | -0.23844895 |
| Normalized Enrichment Score (NES) | -1.1414714 |
| Nominal p-value | 0.15 |
| FDR q-value | 0.7264731 |
| FWER p-Value | 0.995 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Jagn1 | 113 | 0.797 | 0.0100 | No |
| 2 | Qdpr | 193 | 0.715 | 0.0207 | No |
| 3 | Phyh | 250 | 0.677 | 0.0324 | No |
| 4 | Agpat3 | 254 | 0.673 | 0.0484 | No |
| 5 | Aplp2 | 505 | 0.562 | 0.0415 | No |
| 6 | Tob1 | 516 | 0.560 | 0.0542 | No |
| 7 | Abcb8 | 660 | 0.516 | 0.0550 | No |
| 8 | Adcy6 | 681 | 0.511 | 0.0656 | No |
| 9 | G3bp2 | 977 | 0.445 | 0.0523 | No |
| 10 | Dlat | 989 | 0.443 | 0.0621 | No |
| 11 | Gpat4 | 1137 | 0.414 | 0.0601 | No |
| 12 | Dgat1 | 1145 | 0.413 | 0.0694 | No |
| 13 | Etfb | 1147 | 0.413 | 0.0793 | No |
| 14 | Dld | 1302 | 0.387 | 0.0760 | No |
| 15 | Ptcd3 | 1454 | 0.365 | 0.0725 | No |
| 16 | Bcl6 | 1471 | 0.363 | 0.0799 | No |
| 17 | Dnajc15 | 1492 | 0.360 | 0.0870 | No |
| 18 | Dbt | 1516 | 0.357 | 0.0937 | No |
| 19 | Baz2a | 1629 | 0.342 | 0.0928 | No |
| 20 | Dnajb9 | 1690 | 0.336 | 0.0960 | No |
| 21 | Adipor2 | 1867 | 0.314 | 0.0892 | No |
| 22 | Slc5a6 | 2067 | 0.295 | 0.0801 | No |
| 23 | Elovl6 | 2305 | 0.272 | 0.0673 | No |
| 24 | Gpx4 | 2325 | 0.270 | 0.0723 | No |
| 25 | Prdx3 | 2369 | 0.268 | 0.0752 | No |
| 26 | Ccng2 | 2378 | 0.267 | 0.0810 | No |
| 27 | Map4k3 | 2524 | 0.252 | 0.0752 | No |
| 28 | Elmod3 | 2782 | 0.228 | 0.0598 | No |
| 29 | Esyt1 | 2844 | 0.222 | 0.0601 | No |
| 30 | Aldoa | 2965 | 0.213 | 0.0555 | No |
| 31 | C3 | 3008 | 0.209 | 0.0571 | No |
| 32 | Vegfb | 3165 | 0.196 | 0.0491 | No |
| 33 | Preb | 3244 | 0.189 | 0.0473 | No |
| 34 | Sdhb | 3335 | 0.181 | 0.0443 | No |
| 35 | Reep5 | 3386 | 0.178 | 0.0445 | No |
| 36 | Por | 3436 | 0.174 | 0.0447 | No |
| 37 | Esrra | 3565 | 0.162 | 0.0382 | No |
| 38 | Nabp1 | 3695 | 0.152 | 0.0313 | No |
| 39 | Uqcrc1 | 3748 | 0.149 | 0.0307 | No |
| 40 | Pfkfb3 | 3948 | 0.131 | 0.0176 | No |
| 41 | Fah | 4063 | 0.122 | 0.0113 | No |
| 42 | Acads | 4094 | 0.120 | 0.0117 | No |
| 43 | Samm50 | 4217 | 0.113 | 0.0045 | No |
| 44 | Mrpl15 | 4369 | 0.103 | -0.0053 | No |
| 45 | Ndufa5 | 4423 | 0.099 | -0.0072 | No |
| 46 | Pex14 | 4759 | 0.075 | -0.0327 | No |
| 47 | Lpcat3 | 4767 | 0.074 | -0.0315 | No |
| 48 | Ywhag | 4798 | 0.072 | -0.0322 | No |
| 49 | Aco2 | 4851 | 0.068 | -0.0348 | No |
| 50 | Gbe1 | 4858 | 0.067 | -0.0337 | No |
| 51 | Cat | 4892 | 0.064 | -0.0349 | No |
| 52 | Mgll | 4968 | 0.058 | -0.0396 | No |
| 53 | Cdkn2c | 5044 | 0.054 | -0.0444 | No |
| 54 | Cpt2 | 5059 | 0.053 | -0.0443 | No |
| 55 | Mtarc2 | 5123 | 0.048 | -0.0482 | No |
| 56 | Decr1 | 5169 | 0.045 | -0.0508 | No |
| 57 | Cyc1 | 5205 | 0.043 | -0.0527 | No |
| 58 | Ndufab1 | 5215 | 0.041 | -0.0524 | No |
| 59 | Pemt | 5230 | 0.041 | -0.0526 | No |
| 60 | Arl4a | 5242 | 0.040 | -0.0525 | No |
| 61 | Miga2 | 5291 | 0.036 | -0.0555 | No |
| 62 | Cs | 5303 | 0.035 | -0.0556 | No |
| 63 | Mgst3 | 5305 | 0.035 | -0.0548 | No |
| 64 | Cox7b | 5327 | 0.033 | -0.0557 | No |
| 65 | Abca1 | 5454 | 0.025 | -0.0654 | No |
| 66 | Bcl2l13 | 5459 | 0.025 | -0.0651 | No |
| 67 | Sod1 | 5468 | 0.024 | -0.0652 | No |
| 68 | Riok3 | 5695 | 0.011 | -0.0833 | No |
| 69 | Slc19a1 | 5919 | -0.003 | -0.1014 | No |
| 70 | Immt | 6140 | -0.020 | -0.1188 | No |
| 71 | Slc27a1 | 6172 | -0.023 | -0.1208 | No |
| 72 | Hadh | 6180 | -0.024 | -0.1208 | No |
| 73 | Ndufb7 | 6309 | -0.032 | -0.1305 | No |
| 74 | Rmdn3 | 6588 | -0.051 | -0.1519 | No |
| 75 | Lipe | 6633 | -0.053 | -0.1542 | No |
| 76 | Rtn3 | 6716 | -0.059 | -0.1594 | No |
| 77 | Phldb1 | 6751 | -0.061 | -0.1607 | No |
| 78 | Atl2 | 6856 | -0.068 | -0.1676 | No |
| 79 | Nkiras1 | 6877 | -0.069 | -0.1675 | No |
| 80 | Ptger3 | 7155 | -0.090 | -0.1879 | No |
| 81 | Tkt | 7252 | -0.096 | -0.1934 | No |
| 82 | Acox1 | 7255 | -0.096 | -0.1913 | No |
| 83 | Itih5 | 7441 | -0.106 | -0.2038 | No |
| 84 | Dhrs7 | 7444 | -0.106 | -0.2014 | No |
| 85 | Ucp2 | 7622 | -0.118 | -0.2130 | No |
| 86 | Chuk | 7674 | -0.122 | -0.2142 | No |
| 87 | Uqcr11 | 7812 | -0.131 | -0.2222 | No |
| 88 | Stom | 7828 | -0.133 | -0.2203 | No |
| 89 | Retsat | 7936 | -0.141 | -0.2256 | No |
| 90 | Ghitm | 8095 | -0.152 | -0.2348 | Yes |
| 91 | Ppp1r15b | 8104 | -0.153 | -0.2318 | Yes |
| 92 | Dhrs7b | 8113 | -0.153 | -0.2287 | Yes |
| 93 | Taldo1 | 8119 | -0.154 | -0.2254 | Yes |
| 94 | Ifngr1 | 8154 | -0.156 | -0.2244 | Yes |
| 95 | Hibch | 8196 | -0.160 | -0.2240 | Yes |
| 96 | Mdh2 | 8212 | -0.161 | -0.2213 | Yes |
| 97 | Pim3 | 8220 | -0.162 | -0.2180 | Yes |
| 98 | Dram2 | 8249 | -0.164 | -0.2163 | Yes |
| 99 | Uck1 | 8293 | -0.167 | -0.2158 | Yes |
| 100 | Apoe | 8334 | -0.170 | -0.2150 | Yes |
| 101 | Grpel1 | 8412 | -0.176 | -0.2170 | Yes |
| 102 | Tank | 8426 | -0.177 | -0.2138 | Yes |
| 103 | Slc1a5 | 8630 | -0.193 | -0.2257 | Yes |
| 104 | Acly | 8756 | -0.200 | -0.2311 | Yes |
| 105 | Pdcd4 | 8798 | -0.204 | -0.2295 | Yes |
| 106 | Angptl4 | 8815 | -0.205 | -0.2259 | Yes |
| 107 | Atp1b3 | 8852 | -0.207 | -0.2238 | Yes |
| 108 | Araf | 8883 | -0.209 | -0.2212 | Yes |
| 109 | Itsn1 | 8893 | -0.210 | -0.2169 | Yes |
| 110 | Rnf11 | 9011 | -0.218 | -0.2212 | Yes |
| 111 | Sorbs1 | 9039 | -0.221 | -0.2181 | Yes |
| 112 | Ubqln1 | 9106 | -0.226 | -0.2180 | Yes |
| 113 | Pgm1 | 9243 | -0.236 | -0.2234 | Yes |
| 114 | Slc25a10 | 9261 | -0.238 | -0.2191 | Yes |
| 115 | Acadm | 9319 | -0.243 | -0.2179 | Yes |
| 116 | Bckdha | 9512 | -0.259 | -0.2273 | Yes |
| 117 | Ech1 | 9552 | -0.263 | -0.2241 | Yes |
| 118 | Ddt | 9627 | -0.268 | -0.2237 | Yes |
| 119 | Rreb1 | 9680 | -0.271 | -0.2215 | Yes |
| 120 | Mccc1 | 9695 | -0.273 | -0.2160 | Yes |
| 121 | Suclg1 | 9797 | -0.282 | -0.2175 | Yes |
| 122 | Uqcr10 | 9798 | -0.282 | -0.2107 | Yes |
| 123 | Sdhc | 9842 | -0.286 | -0.2073 | Yes |
| 124 | Uqcrq | 9938 | -0.294 | -0.2080 | Yes |
| 125 | Gpd2 | 10103 | -0.308 | -0.2139 | Yes |
| 126 | Idh1 | 10156 | -0.314 | -0.2106 | Yes |
| 127 | Scp2 | 10179 | -0.316 | -0.2048 | Yes |
| 128 | Angpt1 | 10347 | -0.332 | -0.2104 | Yes |
| 129 | Gadd45a | 10361 | -0.333 | -0.2034 | Yes |
| 130 | Cavin1 | 10418 | -0.339 | -0.1998 | Yes |
| 131 | Acaa2 | 10450 | -0.342 | -0.1941 | Yes |
| 132 | Gpam | 10455 | -0.343 | -0.1862 | Yes |
| 133 | Echs1 | 10459 | -0.343 | -0.1782 | Yes |
| 134 | Plin2 | 10554 | -0.354 | -0.1773 | Yes |
| 135 | Slc25a1 | 10666 | -0.368 | -0.1775 | Yes |
| 136 | Ppm1b | 10736 | -0.374 | -0.1742 | Yes |
| 137 | Cox6a1 | 10897 | -0.393 | -0.1777 | Yes |
| 138 | Nmt1 | 10966 | -0.403 | -0.1736 | Yes |
| 139 | Acadl | 10985 | -0.405 | -0.1653 | Yes |
| 140 | Coq3 | 10988 | -0.406 | -0.1557 | Yes |
| 141 | Pfkl | 11087 | -0.419 | -0.1536 | Yes |
| 142 | Mtch2 | 11251 | -0.445 | -0.1562 | Yes |
| 143 | Cmpk1 | 11273 | -0.448 | -0.1471 | Yes |
| 144 | Coq5 | 11342 | -0.461 | -0.1416 | Yes |
| 145 | Scarb1 | 11380 | -0.466 | -0.1334 | Yes |
| 146 | Cox8a | 11386 | -0.466 | -0.1226 | Yes |
| 147 | Ndufs3 | 11423 | -0.471 | -0.1142 | Yes |
| 148 | Ubc | 11445 | -0.475 | -0.1045 | Yes |
| 149 | Coq9 | 11586 | -0.505 | -0.1038 | Yes |
| 150 | Crat | 11745 | -0.544 | -0.1035 | Yes |
| 151 | Gphn | 12016 | -0.637 | -0.1102 | Yes |
| 152 | Idh3g | 12031 | -0.641 | -0.0959 | Yes |
| 153 | Idh3a | 12064 | -0.654 | -0.0828 | Yes |
| 154 | Aldh2 | 12087 | -0.661 | -0.0687 | Yes |
| 155 | Dhcr7 | 12097 | -0.664 | -0.0535 | Yes |
| 156 | Stat5a | 12262 | -0.781 | -0.0481 | Yes |
| 157 | Aifm1 | 12280 | -0.799 | -0.0302 | Yes |
| 158 | Ak2 | 12338 | -0.867 | -0.0140 | Yes |
| 159 | Cd151 | 12372 | -0.930 | 0.0056 | Yes |

