| Dataset | MPP.MPP_Pheno.cls#Group6_versus_Group8.MPP_Pheno.cls#Group6_versus_Group8_repos |
| Phenotype | MPP_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 4 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | 0.17657502 |
| Normalized Enrichment Score (NES) | 0.863235 |
| Nominal p-value | 0.75 |
| FDR q-value | 0.9537685 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Agpat3 | 73 | 0.901 | 0.0167 | Yes |
| 2 | Itsn1 | 207 | 0.752 | 0.0269 | Yes |
| 3 | Esrra | 260 | 0.714 | 0.0404 | Yes |
| 4 | Cavin1 | 744 | 0.565 | 0.0282 | Yes |
| 5 | Pim3 | 771 | 0.559 | 0.0396 | Yes |
| 6 | Vegfb | 794 | 0.555 | 0.0511 | Yes |
| 7 | Dnajc15 | 905 | 0.521 | 0.0572 | Yes |
| 8 | Aplp2 | 997 | 0.500 | 0.0639 | Yes |
| 9 | Mrpl15 | 1388 | 0.442 | 0.0537 | Yes |
| 10 | Dgat1 | 1572 | 0.432 | 0.0541 | Yes |
| 11 | Sowahc | 1596 | 0.430 | 0.0626 | Yes |
| 12 | Samm50 | 1636 | 0.429 | 0.0704 | Yes |
| 13 | Col4a1 | 1663 | 0.427 | 0.0787 | Yes |
| 14 | Adcy6 | 1801 | 0.419 | 0.0811 | Yes |
| 15 | Ddt | 1807 | 0.418 | 0.0904 | Yes |
| 16 | Bcl6 | 1823 | 0.416 | 0.0991 | Yes |
| 17 | Dhrs7 | 1856 | 0.414 | 0.1068 | Yes |
| 18 | Sult1a1 | 2119 | 0.386 | 0.1020 | Yes |
| 19 | Mgst3 | 2173 | 0.379 | 0.1079 | Yes |
| 20 | Chchd10 | 2184 | 0.379 | 0.1160 | Yes |
| 21 | Nkiras1 | 2322 | 0.364 | 0.1171 | Yes |
| 22 | C3 | 2461 | 0.350 | 0.1179 | Yes |
| 23 | Decr1 | 2508 | 0.346 | 0.1234 | Yes |
| 24 | Lama4 | 2520 | 0.345 | 0.1307 | Yes |
| 25 | Dnajb9 | 2562 | 0.340 | 0.1363 | Yes |
| 26 | Phldb1 | 2676 | 0.330 | 0.1380 | Yes |
| 27 | Mdh2 | 2928 | 0.310 | 0.1320 | Yes |
| 28 | Gpx3 | 3023 | 0.303 | 0.1340 | Yes |
| 29 | Ptger3 | 3081 | 0.301 | 0.1379 | Yes |
| 30 | Ywhag | 3134 | 0.296 | 0.1419 | Yes |
| 31 | Hspb8 | 3333 | 0.286 | 0.1382 | Yes |
| 32 | Pex14 | 3334 | 0.286 | 0.1447 | Yes |
| 33 | Pemt | 3345 | 0.286 | 0.1507 | Yes |
| 34 | Ephx2 | 3374 | 0.282 | 0.1556 | Yes |
| 35 | Acox1 | 3375 | 0.282 | 0.1620 | Yes |
| 36 | Ltc4s | 3447 | 0.277 | 0.1647 | Yes |
| 37 | Gpam | 3610 | 0.270 | 0.1624 | Yes |
| 38 | Ak2 | 3614 | 0.270 | 0.1684 | Yes |
| 39 | Idh3a | 3796 | 0.262 | 0.1650 | Yes |
| 40 | Immt | 3831 | 0.259 | 0.1691 | Yes |
| 41 | Cd36 | 3902 | 0.255 | 0.1713 | Yes |
| 42 | Lpl | 3915 | 0.254 | 0.1764 | Yes |
| 43 | Uqcrq | 4207 | 0.250 | 0.1670 | Yes |
| 44 | Slc25a10 | 4212 | 0.250 | 0.1725 | Yes |
| 45 | Miga2 | 4243 | 0.248 | 0.1766 | Yes |
| 46 | Angptl4 | 4689 | 0.225 | 0.1586 | No |
| 47 | Sspn | 4752 | 0.221 | 0.1605 | No |
| 48 | Dlat | 4849 | 0.216 | 0.1604 | No |
| 49 | Me1 | 4868 | 0.215 | 0.1644 | No |
| 50 | Tob1 | 4911 | 0.212 | 0.1670 | No |
| 51 | Ndufa5 | 4973 | 0.209 | 0.1686 | No |
| 52 | Slc27a1 | 5037 | 0.204 | 0.1700 | No |
| 53 | Ppm1b | 5076 | 0.203 | 0.1726 | No |
| 54 | Angpt1 | 5102 | 0.201 | 0.1759 | No |
| 55 | Slc25a1 | 5202 | 0.196 | 0.1752 | No |
| 56 | Por | 5362 | 0.186 | 0.1712 | No |
| 57 | Gpd2 | 5502 | 0.179 | 0.1681 | No |
| 58 | Aifm1 | 5572 | 0.176 | 0.1685 | No |
| 59 | Cox8a | 5768 | 0.167 | 0.1622 | No |
| 60 | Sorbs1 | 5769 | 0.167 | 0.1660 | No |
| 61 | Tkt | 5780 | 0.166 | 0.1692 | No |
| 62 | Cd302 | 6038 | 0.154 | 0.1594 | No |
| 63 | Mylk | 6349 | 0.139 | 0.1465 | No |
| 64 | Tst | 6525 | 0.131 | 0.1405 | No |
| 65 | Fah | 6563 | 0.129 | 0.1415 | No |
| 66 | Abca1 | 6565 | 0.129 | 0.1443 | No |
| 67 | Uqcrc1 | 6645 | 0.125 | 0.1431 | No |
| 68 | Enpp2 | 6825 | 0.117 | 0.1365 | No |
| 69 | Itih5 | 6905 | 0.114 | 0.1350 | No |
| 70 | Rab34 | 7035 | 0.108 | 0.1308 | No |
| 71 | Chuk | 7059 | 0.107 | 0.1320 | No |
| 72 | Dram2 | 7171 | 0.102 | 0.1286 | No |
| 73 | Cd151 | 7279 | 0.097 | 0.1253 | No |
| 74 | Slc19a1 | 7430 | 0.091 | 0.1196 | No |
| 75 | Scarb1 | 7580 | 0.085 | 0.1138 | No |
| 76 | Cavin2 | 7676 | 0.081 | 0.1107 | No |
| 77 | Cmbl | 7704 | 0.081 | 0.1112 | No |
| 78 | Rtn3 | 7728 | 0.080 | 0.1118 | No |
| 79 | Ucp2 | 7830 | 0.076 | 0.1083 | No |
| 80 | Cdkn2c | 8046 | 0.067 | 0.0987 | No |
| 81 | Cox6a1 | 8067 | 0.066 | 0.0991 | No |
| 82 | Acly | 8135 | 0.064 | 0.0971 | No |
| 83 | Aco2 | 8339 | 0.056 | 0.0879 | No |
| 84 | Gbe1 | 8350 | 0.056 | 0.0886 | No |
| 85 | Pfkfb3 | 8583 | 0.047 | 0.0777 | No |
| 86 | Ghitm | 8941 | 0.034 | 0.0600 | No |
| 87 | Nabp1 | 9090 | 0.028 | 0.0530 | No |
| 88 | Araf | 9169 | 0.025 | 0.0495 | No |
| 89 | Ptcd3 | 9171 | 0.024 | 0.0500 | No |
| 90 | Coq3 | 9338 | 0.019 | 0.0418 | No |
| 91 | Mtch2 | 9530 | 0.011 | 0.0322 | No |
| 92 | Adipor2 | 9587 | 0.009 | 0.0295 | No |
| 93 | Mgll | 9644 | 0.006 | 0.0268 | No |
| 94 | Atl2 | 9652 | 0.006 | 0.0265 | No |
| 95 | Map4k3 | 9723 | 0.004 | 0.0230 | No |
| 96 | Pparg | 9726 | 0.004 | 0.0230 | No |
| 97 | Tank | 9750 | 0.003 | 0.0219 | No |
| 98 | Ubqln1 | 9788 | 0.001 | 0.0200 | No |
| 99 | Elmod3 | 10218 | -0.001 | -0.0022 | No |
| 100 | Ndufs3 | 10255 | -0.003 | -0.0040 | No |
| 101 | Lifr | 10359 | -0.007 | -0.0092 | No |
| 102 | Ndufab1 | 10682 | -0.015 | -0.0255 | No |
| 103 | Grpel1 | 10836 | -0.021 | -0.0329 | No |
| 104 | Acads | 10890 | -0.024 | -0.0351 | No |
| 105 | Fzd4 | 10991 | -0.028 | -0.0397 | No |
| 106 | Pfkl | 11009 | -0.028 | -0.0399 | No |
| 107 | Jagn1 | 11041 | -0.030 | -0.0409 | No |
| 108 | Ppp1r15b | 11248 | -0.037 | -0.0507 | No |
| 109 | Rnf11 | 11475 | -0.045 | -0.0613 | No |
| 110 | Hadh | 11675 | -0.052 | -0.0704 | No |
| 111 | Bcl2l13 | 11719 | -0.054 | -0.0714 | No |
| 112 | Acadl | 11772 | -0.056 | -0.0728 | No |
| 113 | Baz2a | 11827 | -0.058 | -0.0743 | No |
| 114 | Elovl6 | 11848 | -0.059 | -0.0740 | No |
| 115 | Dld | 12063 | -0.069 | -0.0835 | No |
| 116 | Coq5 | 12064 | -0.069 | -0.0820 | No |
| 117 | Cox7b | 12119 | -0.071 | -0.0831 | No |
| 118 | Echs1 | 12276 | -0.076 | -0.0895 | No |
| 119 | G3bp2 | 12498 | -0.084 | -0.0990 | No |
| 120 | Cpt2 | 12646 | -0.089 | -0.1046 | No |
| 121 | Rmdn3 | 12659 | -0.090 | -0.1032 | No |
| 122 | Nmt1 | 12676 | -0.091 | -0.1019 | No |
| 123 | Reep5 | 12708 | -0.092 | -0.1015 | No |
| 124 | Acadm | 12846 | -0.098 | -0.1063 | No |
| 125 | Abcb8 | 12923 | -0.101 | -0.1080 | No |
| 126 | Mtarc2 | 13014 | -0.105 | -0.1102 | No |
| 127 | Esyt1 | 13518 | -0.125 | -0.1334 | No |
| 128 | Idh3g | 13638 | -0.130 | -0.1366 | No |
| 129 | Rreb1 | 13824 | -0.138 | -0.1431 | No |
| 130 | Gphn | 13836 | -0.139 | -0.1405 | No |
| 131 | Aldh2 | 13841 | -0.139 | -0.1375 | No |
| 132 | Dhrs7b | 13939 | -0.143 | -0.1393 | No |
| 133 | Hibch | 14036 | -0.147 | -0.1409 | No |
| 134 | Dhcr7 | 14051 | -0.147 | -0.1383 | No |
| 135 | Gpat4 | 14099 | -0.150 | -0.1373 | No |
| 136 | Sdhc | 14192 | -0.155 | -0.1386 | No |
| 137 | Lpcat3 | 14222 | -0.156 | -0.1365 | No |
| 138 | Pgm1 | 14287 | -0.160 | -0.1362 | No |
| 139 | Mccc1 | 14574 | -0.173 | -0.1471 | No |
| 140 | Idh1 | 14667 | -0.177 | -0.1478 | No |
| 141 | Stat5a | 14720 | -0.179 | -0.1464 | No |
| 142 | Uck1 | 14943 | -0.193 | -0.1535 | No |
| 143 | Preb | 14980 | -0.195 | -0.1510 | No |
| 144 | Cs | 15050 | -0.199 | -0.1500 | No |
| 145 | Sod1 | 15111 | -0.202 | -0.1486 | No |
| 146 | Phyh | 15142 | -0.203 | -0.1455 | No |
| 147 | Retsat | 15197 | -0.206 | -0.1436 | No |
| 148 | Etfb | 15240 | -0.209 | -0.1410 | No |
| 149 | Dbt | 15567 | -0.225 | -0.1528 | No |
| 150 | Cat | 15595 | -0.227 | -0.1490 | No |
| 151 | Bckdha | 15733 | -0.235 | -0.1508 | No |
| 152 | Reep6 | 15808 | -0.239 | -0.1492 | No |
| 153 | Qdpr | 16094 | -0.257 | -0.1581 | No |
| 154 | Slc1a5 | 16121 | -0.259 | -0.1536 | No |
| 155 | Gpx4 | 16239 | -0.266 | -0.1536 | No |
| 156 | Sdhb | 16267 | -0.269 | -0.1489 | No |
| 157 | Lipe | 16589 | -0.285 | -0.1590 | No |
| 158 | Slc5a6 | 16693 | -0.292 | -0.1577 | No |
| 159 | Scp2 | 16704 | -0.293 | -0.1516 | No |
| 160 | Prdx3 | 17073 | -0.313 | -0.1635 | No |
| 161 | Taldo1 | 17076 | -0.313 | -0.1565 | No |
| 162 | Aldoa | 17094 | -0.314 | -0.1502 | No |
| 163 | Acaa2 | 17115 | -0.316 | -0.1441 | No |
| 164 | Arl4a | 17141 | -0.319 | -0.1382 | No |
| 165 | Cyp4b1 | 17335 | -0.329 | -0.1407 | No |
| 166 | Riok3 | 17441 | -0.339 | -0.1384 | No |
| 167 | Uqcr11 | 17490 | -0.343 | -0.1331 | No |
| 168 | Pdcd4 | 17728 | -0.362 | -0.1371 | No |
| 169 | Ccng2 | 17810 | -0.370 | -0.1329 | No |
| 170 | Cmpk1 | 17980 | -0.390 | -0.1328 | No |
| 171 | Ubc | 18043 | -0.398 | -0.1270 | No |
| 172 | Ech1 | 18227 | -0.421 | -0.1269 | No |
| 173 | Apoe | 18259 | -0.425 | -0.1188 | No |
| 174 | Atp1b3 | 18287 | -0.429 | -0.1105 | No |
| 175 | Ifngr1 | 18316 | -0.433 | -0.1021 | No |
| 176 | Gadd45a | 18452 | -0.455 | -0.0987 | No |
| 177 | Ndufb7 | 18683 | -0.490 | -0.0995 | No |
| 178 | Suclg1 | 18814 | -0.513 | -0.0946 | No |
| 179 | Plin2 | 18947 | -0.540 | -0.0891 | No |
| 180 | Stom | 18961 | -0.544 | -0.0775 | No |
| 181 | Omd | 19114 | -0.597 | -0.0718 | No |
| 182 | Coq9 | 19132 | -0.604 | -0.0589 | No |
| 183 | Crat | 19351 | -0.727 | -0.0537 | No |
| 184 | Uqcr10 | 19395 | -0.765 | -0.0385 | No |
| 185 | Sqor | 19480 | -0.938 | -0.0216 | No |
| 186 | Cyc1 | 19492 | -1.021 | 0.0010 | No |

