| Dataset | CMP.CMP_Pheno.cls#Group1_versus_Group3.CMP_Pheno.cls#Group1_versus_Group3_repos |
| Phenotype | CMP_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.25643367 |
| Normalized Enrichment Score (NES) | -1.1657038 |
| Nominal p-value | 0.25403225 |
| FDR q-value | 0.77816576 |
| FWER p-Value | 0.935 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Cavin1 | 53 | 0.841 | 0.0163 | No |
| 2 | Lpl | 194 | 0.651 | 0.0238 | No |
| 3 | Nkiras1 | 288 | 0.602 | 0.0326 | No |
| 4 | Sorbs1 | 296 | 0.597 | 0.0458 | No |
| 5 | Gpx4 | 341 | 0.578 | 0.0565 | No |
| 6 | Tst | 560 | 0.510 | 0.0569 | No |
| 7 | Ubqln1 | 747 | 0.476 | 0.0582 | No |
| 8 | Dld | 769 | 0.473 | 0.0678 | No |
| 9 | Qdpr | 842 | 0.463 | 0.0745 | No |
| 10 | Ppp1r15b | 1055 | 0.428 | 0.0734 | No |
| 11 | Slc5a6 | 1063 | 0.427 | 0.0826 | No |
| 12 | Abca1 | 1102 | 0.422 | 0.0902 | No |
| 13 | Acox1 | 1111 | 0.421 | 0.0993 | No |
| 14 | Pgm1 | 1314 | 0.396 | 0.0979 | No |
| 15 | Chuk | 1627 | 0.361 | 0.0901 | No |
| 16 | Itsn1 | 1835 | 0.343 | 0.0873 | No |
| 17 | Bcl6 | 1875 | 0.339 | 0.0930 | No |
| 18 | Acly | 2230 | 0.314 | 0.0820 | No |
| 19 | Dhrs7 | 2276 | 0.310 | 0.0867 | No |
| 20 | Slc27a1 | 2443 | 0.299 | 0.0850 | No |
| 21 | Cmbl | 2451 | 0.299 | 0.0913 | No |
| 22 | Stom | 2760 | 0.278 | 0.0819 | No |
| 23 | Coq9 | 2938 | 0.267 | 0.0789 | No |
| 24 | Ywhag | 3024 | 0.261 | 0.0804 | No |
| 25 | Ech1 | 3088 | 0.257 | 0.0830 | No |
| 26 | Slc1a5 | 3090 | 0.257 | 0.0888 | No |
| 27 | Pparg | 3188 | 0.251 | 0.0895 | No |
| 28 | Sult1a1 | 3478 | 0.234 | 0.0800 | No |
| 29 | Cd36 | 3581 | 0.229 | 0.0800 | No |
| 30 | Reep6 | 3658 | 0.225 | 0.0812 | No |
| 31 | Cpt2 | 3814 | 0.216 | 0.0781 | No |
| 32 | Dnajb9 | 4389 | 0.189 | 0.0531 | No |
| 33 | Vegfb | 4445 | 0.185 | 0.0545 | No |
| 34 | Atl2 | 4468 | 0.184 | 0.0575 | No |
| 35 | Acadm | 4649 | 0.177 | 0.0523 | No |
| 36 | Dnajc15 | 4849 | 0.168 | 0.0459 | No |
| 37 | Etfb | 4926 | 0.164 | 0.0457 | No |
| 38 | Slc25a10 | 5044 | 0.159 | 0.0433 | No |
| 39 | Grpel1 | 5074 | 0.157 | 0.0454 | No |
| 40 | Idh1 | 5264 | 0.149 | 0.0391 | No |
| 41 | Ucp2 | 5658 | 0.131 | 0.0220 | No |
| 42 | Bcl2l13 | 5747 | 0.128 | 0.0204 | No |
| 43 | Nabp1 | 5777 | 0.127 | 0.0218 | No |
| 44 | Riok3 | 5919 | 0.122 | 0.0173 | No |
| 45 | Ltc4s | 5998 | 0.119 | 0.0160 | No |
| 46 | Immt | 6055 | 0.117 | 0.0158 | No |
| 47 | Lifr | 6222 | 0.113 | 0.0099 | No |
| 48 | Gpat4 | 6225 | 0.113 | 0.0123 | No |
| 49 | Tob1 | 6305 | 0.110 | 0.0107 | No |
| 50 | Gpam | 6444 | 0.103 | 0.0060 | No |
| 51 | Idh3a | 6483 | 0.102 | 0.0064 | No |
| 52 | Dlat | 6965 | 0.084 | -0.0163 | No |
| 53 | Dgat1 | 6990 | 0.083 | -0.0156 | No |
| 54 | Idh3g | 7005 | 0.083 | -0.0145 | No |
| 55 | Plin2 | 7045 | 0.081 | -0.0146 | No |
| 56 | G3bp2 | 7198 | 0.076 | -0.0207 | No |
| 57 | Slc19a1 | 7394 | 0.068 | -0.0291 | No |
| 58 | Cmpk1 | 7442 | 0.065 | -0.0300 | No |
| 59 | Atp1b3 | 7507 | 0.063 | -0.0319 | No |
| 60 | Aplp2 | 7536 | 0.062 | -0.0319 | No |
| 61 | Ptcd3 | 7558 | 0.061 | -0.0316 | No |
| 62 | Prdx3 | 7690 | 0.057 | -0.0370 | No |
| 63 | Rnf11 | 7784 | 0.054 | -0.0405 | No |
| 64 | Ghitm | 7934 | 0.049 | -0.0470 | No |
| 65 | Tank | 7943 | 0.049 | -0.0463 | No |
| 66 | Samm50 | 7952 | 0.049 | -0.0456 | No |
| 67 | Adipor2 | 7973 | 0.048 | -0.0455 | No |
| 68 | Itih5 | 8056 | 0.045 | -0.0487 | No |
| 69 | Ifngr1 | 8073 | 0.044 | -0.0485 | No |
| 70 | Aifm1 | 8324 | 0.036 | -0.0605 | No |
| 71 | Mtch2 | 8375 | 0.033 | -0.0623 | No |
| 72 | Preb | 8674 | 0.023 | -0.0770 | No |
| 73 | C3 | 8944 | 0.012 | -0.0905 | No |
| 74 | Ppm1b | 9122 | 0.006 | -0.0994 | No |
| 75 | Reep5 | 9476 | -0.004 | -0.1173 | No |
| 76 | Pfkfb3 | 9919 | -0.021 | -0.1394 | No |
| 77 | Gphn | 9937 | -0.022 | -0.1398 | No |
| 78 | Elovl6 | 9989 | -0.024 | -0.1418 | No |
| 79 | Cox8a | 9993 | -0.024 | -0.1415 | No |
| 80 | Sowahc | 10238 | -0.033 | -0.1532 | No |
| 81 | Cs | 10250 | -0.034 | -0.1530 | No |
| 82 | Suclg1 | 10384 | -0.038 | -0.1589 | No |
| 83 | Rtn3 | 10462 | -0.042 | -0.1619 | No |
| 84 | Dhcr7 | 10822 | -0.054 | -0.1790 | No |
| 85 | Dhrs7b | 10841 | -0.054 | -0.1787 | No |
| 86 | Araf | 10866 | -0.055 | -0.1787 | No |
| 87 | Rreb1 | 10903 | -0.056 | -0.1793 | No |
| 88 | Uck1 | 10929 | -0.057 | -0.1792 | No |
| 89 | Pdcd4 | 11139 | -0.062 | -0.1885 | No |
| 90 | Mdh2 | 11151 | -0.063 | -0.1876 | No |
| 91 | Pex14 | 11257 | -0.067 | -0.1915 | No |
| 92 | Ubc | 11338 | -0.070 | -0.1940 | No |
| 93 | Aldoa | 11427 | -0.074 | -0.1968 | No |
| 94 | Phldb1 | 11548 | -0.079 | -0.2012 | No |
| 95 | Cavin2 | 11576 | -0.079 | -0.2008 | No |
| 96 | Miga2 | 11623 | -0.082 | -0.2013 | No |
| 97 | Acadl | 11655 | -0.083 | -0.2010 | No |
| 98 | Map4k3 | 11914 | -0.094 | -0.2120 | No |
| 99 | Gpd2 | 11922 | -0.095 | -0.2103 | No |
| 100 | Omd | 11955 | -0.096 | -0.2097 | No |
| 101 | Aco2 | 12031 | -0.099 | -0.2113 | No |
| 102 | Baz2a | 12164 | -0.104 | -0.2157 | No |
| 103 | Tkt | 12399 | -0.115 | -0.2250 | No |
| 104 | Col4a1 | 12586 | -0.121 | -0.2318 | No |
| 105 | Ndufs3 | 12655 | -0.124 | -0.2325 | No |
| 106 | Slc25a1 | 12668 | -0.125 | -0.2303 | No |
| 107 | Stat5a | 12699 | -0.125 | -0.2290 | No |
| 108 | Uqcrc1 | 12795 | -0.130 | -0.2309 | No |
| 109 | Ptger3 | 12827 | -0.131 | -0.2295 | No |
| 110 | Cat | 12996 | -0.138 | -0.2350 | No |
| 111 | Mgll | 13292 | -0.149 | -0.2467 | No |
| 112 | Sdhb | 13337 | -0.151 | -0.2455 | No |
| 113 | Fzd4 | 13373 | -0.152 | -0.2439 | No |
| 114 | Angptl4 | 13457 | -0.156 | -0.2446 | No |
| 115 | Aldh2 | 13504 | -0.158 | -0.2434 | No |
| 116 | Apoe | 13561 | -0.160 | -0.2426 | No |
| 117 | Hibch | 13683 | -0.166 | -0.2451 | No |
| 118 | Pfkl | 13756 | -0.169 | -0.2449 | No |
| 119 | Esyt1 | 13928 | -0.177 | -0.2497 | No |
| 120 | Rmdn3 | 14058 | -0.184 | -0.2521 | Yes |
| 121 | Chchd10 | 14074 | -0.184 | -0.2487 | Yes |
| 122 | Ccng2 | 14155 | -0.188 | -0.2486 | Yes |
| 123 | Pim3 | 14220 | -0.192 | -0.2475 | Yes |
| 124 | Abcb8 | 14233 | -0.192 | -0.2438 | Yes |
| 125 | Cox7b | 14482 | -0.206 | -0.2518 | Yes |
| 126 | Uqcr10 | 14566 | -0.210 | -0.2513 | Yes |
| 127 | Dram2 | 14572 | -0.210 | -0.2468 | Yes |
| 128 | Lipe | 14595 | -0.211 | -0.2432 | Yes |
| 129 | Sdhc | 14672 | -0.215 | -0.2422 | Yes |
| 130 | Ak2 | 14819 | -0.222 | -0.2447 | Yes |
| 131 | Mgst3 | 14957 | -0.230 | -0.2465 | Yes |
| 132 | Por | 15023 | -0.232 | -0.2446 | Yes |
| 133 | Cox6a1 | 15041 | -0.232 | -0.2402 | Yes |
| 134 | Angpt1 | 15103 | -0.236 | -0.2380 | Yes |
| 135 | Fah | 15195 | -0.240 | -0.2372 | Yes |
| 136 | Elmod3 | 15227 | -0.241 | -0.2334 | Yes |
| 137 | Adcy6 | 15339 | -0.245 | -0.2335 | Yes |
| 138 | Crat | 15446 | -0.252 | -0.2332 | Yes |
| 139 | Mccc1 | 15500 | -0.255 | -0.2302 | Yes |
| 140 | Ephx2 | 15527 | -0.256 | -0.2258 | Yes |
| 141 | Gbe1 | 15547 | -0.257 | -0.2209 | Yes |
| 142 | Jagn1 | 15825 | -0.273 | -0.2289 | Yes |
| 143 | Cdkn2c | 15899 | -0.279 | -0.2264 | Yes |
| 144 | Taldo1 | 15985 | -0.285 | -0.2243 | Yes |
| 145 | Nmt1 | 16073 | -0.290 | -0.2222 | Yes |
| 146 | Lama4 | 16075 | -0.290 | -0.2157 | Yes |
| 147 | Phyh | 16215 | -0.298 | -0.2160 | Yes |
| 148 | Cd151 | 16272 | -0.302 | -0.2121 | Yes |
| 149 | Uqcrq | 16276 | -0.302 | -0.2054 | Yes |
| 150 | Enpp2 | 16278 | -0.302 | -0.1987 | Yes |
| 151 | Scp2 | 16314 | -0.304 | -0.1936 | Yes |
| 152 | Col15a1 | 16316 | -0.305 | -0.1868 | Yes |
| 153 | Pemt | 16332 | -0.306 | -0.1806 | Yes |
| 154 | Mylk | 16336 | -0.306 | -0.1739 | Yes |
| 155 | Gpx3 | 16352 | -0.307 | -0.1677 | Yes |
| 156 | Bckdha | 16443 | -0.313 | -0.1652 | Yes |
| 157 | Rab34 | 16550 | -0.319 | -0.1634 | Yes |
| 158 | Sod1 | 17014 | -0.352 | -0.1791 | Yes |
| 159 | Lpcat3 | 17077 | -0.357 | -0.1742 | Yes |
| 160 | Ndufb7 | 17083 | -0.357 | -0.1664 | Yes |
| 161 | Ddt | 17254 | -0.370 | -0.1668 | Yes |
| 162 | Cd302 | 17273 | -0.372 | -0.1593 | Yes |
| 163 | Echs1 | 17372 | -0.380 | -0.1557 | Yes |
| 164 | Scarb1 | 17473 | -0.388 | -0.1521 | Yes |
| 165 | Hadh | 17771 | -0.415 | -0.1579 | Yes |
| 166 | Ndufa5 | 18111 | -0.445 | -0.1652 | Yes |
| 167 | Mtarc2 | 18222 | -0.458 | -0.1604 | Yes |
| 168 | Esrra | 18253 | -0.461 | -0.1516 | Yes |
| 169 | Cyp4b1 | 18282 | -0.464 | -0.1425 | Yes |
| 170 | Retsat | 18410 | -0.477 | -0.1383 | Yes |
| 171 | Coq3 | 18506 | -0.492 | -0.1320 | Yes |
| 172 | Acads | 18557 | -0.501 | -0.1233 | Yes |
| 173 | Cyc1 | 18574 | -0.503 | -0.1127 | Yes |
| 174 | Agpat3 | 18708 | -0.522 | -0.1077 | Yes |
| 175 | Coq5 | 18730 | -0.527 | -0.0969 | Yes |
| 176 | Mrpl15 | 18799 | -0.539 | -0.0882 | Yes |
| 177 | Dbt | 18965 | -0.566 | -0.0839 | Yes |
| 178 | Decr1 | 19013 | -0.577 | -0.0733 | Yes |
| 179 | Sqor | 19068 | -0.588 | -0.0628 | Yes |
| 180 | Ndufab1 | 19156 | -0.607 | -0.0535 | Yes |
| 181 | Uqcr11 | 19163 | -0.608 | -0.0401 | Yes |
| 182 | Gadd45a | 19302 | -0.655 | -0.0324 | Yes |
| 183 | Acaa2 | 19339 | -0.666 | -0.0192 | Yes |
| 184 | Arl4a | 19467 | -0.717 | -0.0095 | Yes |
| 185 | Me1 | 19738 | -1.106 | 0.0017 | Yes |

