| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group3.MPP_Pheno.cls#Group1_versus_Group3_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | 0.18796863 |
| Normalized Enrichment Score (NES) | 0.90318835 |
| Nominal p-value | 0.5914894 |
| FDR q-value | 0.9706199 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Nabp1 | 294 | 0.620 | 0.0006 | Yes |
| 2 | Sowahc | 518 | 0.547 | 0.0030 | Yes |
| 3 | Apoe | 596 | 0.525 | 0.0124 | Yes |
| 4 | Acly | 632 | 0.518 | 0.0237 | Yes |
| 5 | Dnajb9 | 733 | 0.496 | 0.0312 | Yes |
| 6 | Cdkn2c | 1019 | 0.452 | 0.0280 | Yes |
| 7 | Gpx4 | 1095 | 0.441 | 0.0354 | Yes |
| 8 | Slc19a1 | 1186 | 0.430 | 0.0416 | Yes |
| 9 | Hspb8 | 1290 | 0.415 | 0.0469 | Yes |
| 10 | C3 | 1360 | 0.407 | 0.0537 | Yes |
| 11 | Cavin1 | 1362 | 0.406 | 0.0640 | Yes |
| 12 | Cavin2 | 1415 | 0.399 | 0.0715 | Yes |
| 13 | Sorbs1 | 1471 | 0.395 | 0.0787 | Yes |
| 14 | Ubqln1 | 1556 | 0.384 | 0.0841 | Yes |
| 15 | Ndufa5 | 1606 | 0.379 | 0.0912 | Yes |
| 16 | Ywhag | 1683 | 0.371 | 0.0968 | Yes |
| 17 | Ppp1r15b | 1778 | 0.362 | 0.1011 | Yes |
| 18 | Adcy6 | 1930 | 0.351 | 0.1023 | Yes |
| 19 | Gpam | 1951 | 0.348 | 0.1101 | Yes |
| 20 | Dnajc15 | 2001 | 0.344 | 0.1163 | Yes |
| 21 | Lifr | 2039 | 0.340 | 0.1231 | Yes |
| 22 | Scp2 | 2050 | 0.339 | 0.1312 | Yes |
| 23 | Por | 2123 | 0.333 | 0.1360 | Yes |
| 24 | Sqor | 2156 | 0.330 | 0.1427 | Yes |
| 25 | Mccc1 | 2285 | 0.320 | 0.1443 | Yes |
| 26 | Cpt2 | 2335 | 0.317 | 0.1498 | Yes |
| 27 | Qdpr | 2407 | 0.314 | 0.1541 | Yes |
| 28 | Dhrs7b | 2412 | 0.313 | 0.1619 | Yes |
| 29 | Pparg | 2471 | 0.310 | 0.1668 | Yes |
| 30 | Sspn | 2549 | 0.305 | 0.1706 | Yes |
| 31 | Ptcd3 | 2664 | 0.298 | 0.1723 | Yes |
| 32 | Pfkfb3 | 2756 | 0.292 | 0.1750 | Yes |
| 33 | Dlat | 2968 | 0.277 | 0.1712 | Yes |
| 34 | Itsn1 | 3052 | 0.271 | 0.1738 | Yes |
| 35 | Sult1a1 | 3084 | 0.269 | 0.1790 | Yes |
| 36 | Fah | 3171 | 0.263 | 0.1813 | Yes |
| 37 | Miga2 | 3208 | 0.261 | 0.1861 | Yes |
| 38 | Lpl | 3298 | 0.255 | 0.1880 | Yes |
| 39 | Aplp2 | 3553 | 0.242 | 0.1810 | No |
| 40 | Dld | 3901 | 0.225 | 0.1688 | No |
| 41 | Ndufs3 | 4060 | 0.217 | 0.1661 | No |
| 42 | Pemt | 4192 | 0.209 | 0.1647 | No |
| 43 | Preb | 4424 | 0.198 | 0.1578 | No |
| 44 | Phldb1 | 4529 | 0.194 | 0.1573 | No |
| 45 | Acox1 | 4576 | 0.191 | 0.1598 | No |
| 46 | Lipe | 4695 | 0.185 | 0.1584 | No |
| 47 | Col4a1 | 4891 | 0.177 | 0.1529 | No |
| 48 | Ptger3 | 5044 | 0.169 | 0.1493 | No |
| 49 | Gpx3 | 5129 | 0.166 | 0.1492 | No |
| 50 | Esyt1 | 5293 | 0.160 | 0.1448 | No |
| 51 | Itih5 | 5374 | 0.157 | 0.1447 | No |
| 52 | Elmod3 | 5795 | 0.136 | 0.1265 | No |
| 53 | Gpat4 | 5901 | 0.132 | 0.1244 | No |
| 54 | Stat5a | 6074 | 0.124 | 0.1186 | No |
| 55 | Mtarc2 | 6129 | 0.122 | 0.1189 | No |
| 56 | Elovl6 | 6147 | 0.121 | 0.1211 | No |
| 57 | Bcl6 | 6223 | 0.118 | 0.1203 | No |
| 58 | Scarb1 | 6317 | 0.115 | 0.1184 | No |
| 59 | Mdh2 | 6571 | 0.108 | 0.1081 | No |
| 60 | Mrpl15 | 6668 | 0.104 | 0.1057 | No |
| 61 | Lama4 | 6679 | 0.103 | 0.1078 | No |
| 62 | Rreb1 | 6731 | 0.100 | 0.1078 | No |
| 63 | Ppm1b | 6811 | 0.097 | 0.1061 | No |
| 64 | Ucp2 | 6914 | 0.092 | 0.1032 | No |
| 65 | Pgm1 | 7159 | 0.083 | 0.0927 | No |
| 66 | Acadl | 7185 | 0.082 | 0.0935 | No |
| 67 | Ak2 | 7261 | 0.079 | 0.0916 | No |
| 68 | Ltc4s | 7388 | 0.073 | 0.0869 | No |
| 69 | Abca1 | 7412 | 0.072 | 0.0876 | No |
| 70 | Gphn | 7472 | 0.070 | 0.0863 | No |
| 71 | Tst | 7511 | 0.068 | 0.0861 | No |
| 72 | Immt | 7518 | 0.068 | 0.0875 | No |
| 73 | Fzd4 | 7704 | 0.061 | 0.0795 | No |
| 74 | Hadh | 7764 | 0.058 | 0.0779 | No |
| 75 | Me1 | 7803 | 0.056 | 0.0774 | No |
| 76 | Mgll | 7928 | 0.051 | 0.0723 | No |
| 77 | Ech1 | 8247 | 0.040 | 0.0569 | No |
| 78 | Rmdn3 | 8262 | 0.040 | 0.0571 | No |
| 79 | G3bp2 | 8305 | 0.038 | 0.0559 | No |
| 80 | Pex14 | 8393 | 0.034 | 0.0523 | No |
| 81 | Riok3 | 8457 | 0.032 | 0.0498 | No |
| 82 | Uqcrq | 8527 | 0.028 | 0.0470 | No |
| 83 | Araf | 8592 | 0.027 | 0.0444 | No |
| 84 | Pfkl | 8847 | 0.017 | 0.0317 | No |
| 85 | Adipor2 | 8852 | 0.017 | 0.0319 | No |
| 86 | Slc1a5 | 8993 | 0.012 | 0.0250 | No |
| 87 | Ephx2 | 9274 | 0.002 | 0.0105 | No |
| 88 | Tkt | 9298 | 0.001 | 0.0094 | No |
| 89 | Pdcd4 | 9498 | -0.006 | -0.0008 | No |
| 90 | Rtn3 | 9755 | -0.015 | -0.0137 | No |
| 91 | Acadm | 9890 | -0.021 | -0.0201 | No |
| 92 | Baz2a | 9962 | -0.023 | -0.0232 | No |
| 93 | Aldh2 | 10024 | -0.025 | -0.0257 | No |
| 94 | Prdx3 | 10049 | -0.026 | -0.0263 | No |
| 95 | Gbe1 | 10073 | -0.027 | -0.0268 | No |
| 96 | Samm50 | 10076 | -0.027 | -0.0262 | No |
| 97 | Cd36 | 10107 | -0.028 | -0.0270 | No |
| 98 | Aco2 | 10120 | -0.029 | -0.0269 | No |
| 99 | Idh3a | 10149 | -0.030 | -0.0276 | No |
| 100 | Gpd2 | 10221 | -0.033 | -0.0304 | No |
| 101 | Uqcr11 | 10232 | -0.034 | -0.0301 | No |
| 102 | Angpt1 | 10281 | -0.035 | -0.0317 | No |
| 103 | Slc27a1 | 10295 | -0.036 | -0.0314 | No |
| 104 | Aifm1 | 10411 | -0.040 | -0.0363 | No |
| 105 | Echs1 | 10474 | -0.042 | -0.0385 | No |
| 106 | Mgst3 | 10565 | -0.046 | -0.0420 | No |
| 107 | Uqcr10 | 10718 | -0.052 | -0.0485 | No |
| 108 | Ghitm | 10775 | -0.054 | -0.0500 | No |
| 109 | Phyh | 10842 | -0.057 | -0.0520 | No |
| 110 | Map4k3 | 10889 | -0.059 | -0.0529 | No |
| 111 | Stom | 11011 | -0.064 | -0.0575 | No |
| 112 | Vegfb | 11167 | -0.071 | -0.0637 | No |
| 113 | Cmpk1 | 11188 | -0.071 | -0.0629 | No |
| 114 | Atp1b3 | 11294 | -0.076 | -0.0664 | No |
| 115 | Cmbl | 11311 | -0.076 | -0.0653 | No |
| 116 | Bcl2l13 | 11497 | -0.082 | -0.0728 | No |
| 117 | Dgat1 | 11509 | -0.082 | -0.0713 | No |
| 118 | Mylk | 11535 | -0.084 | -0.0704 | No |
| 119 | Acads | 11655 | -0.088 | -0.0743 | No |
| 120 | Dhrs7 | 11665 | -0.089 | -0.0725 | No |
| 121 | Coq3 | 11735 | -0.091 | -0.0738 | No |
| 122 | Hibch | 11808 | -0.094 | -0.0751 | No |
| 123 | Mtch2 | 11809 | -0.094 | -0.0727 | No |
| 124 | Slc25a10 | 12061 | -0.104 | -0.0831 | No |
| 125 | Nkiras1 | 12108 | -0.106 | -0.0828 | No |
| 126 | Agpat3 | 12260 | -0.112 | -0.0877 | No |
| 127 | Etfb | 12361 | -0.116 | -0.0899 | No |
| 128 | Suclg1 | 12422 | -0.119 | -0.0900 | No |
| 129 | Reep5 | 12480 | -0.121 | -0.0899 | No |
| 130 | Coq9 | 12515 | -0.123 | -0.0885 | No |
| 131 | Arl4a | 12614 | -0.127 | -0.0903 | No |
| 132 | Lpcat3 | 12636 | -0.128 | -0.0881 | No |
| 133 | Slc5a6 | 12739 | -0.133 | -0.0900 | No |
| 134 | Aldoa | 12773 | -0.135 | -0.0883 | No |
| 135 | Slc25a1 | 12873 | -0.139 | -0.0899 | No |
| 136 | Rab34 | 12979 | -0.144 | -0.0917 | No |
| 137 | Chchd10 | 13340 | -0.158 | -0.1063 | No |
| 138 | Rnf11 | 13552 | -0.169 | -0.1129 | No |
| 139 | Reep6 | 13608 | -0.172 | -0.1114 | No |
| 140 | Tob1 | 13632 | -0.173 | -0.1081 | No |
| 141 | Jagn1 | 14055 | -0.193 | -0.1251 | No |
| 142 | Grpel1 | 14093 | -0.195 | -0.1220 | No |
| 143 | Ccng2 | 14366 | -0.208 | -0.1308 | No |
| 144 | Cs | 14458 | -0.211 | -0.1301 | No |
| 145 | Atl2 | 14660 | -0.221 | -0.1349 | No |
| 146 | Pim3 | 14886 | -0.233 | -0.1406 | No |
| 147 | Omd | 14931 | -0.235 | -0.1369 | No |
| 148 | Nmt1 | 15038 | -0.242 | -0.1362 | No |
| 149 | Cyc1 | 15095 | -0.245 | -0.1328 | No |
| 150 | Enpp2 | 15144 | -0.248 | -0.1290 | No |
| 151 | Idh3g | 15363 | -0.260 | -0.1337 | No |
| 152 | Bckdha | 15407 | -0.261 | -0.1292 | No |
| 153 | Crat | 15583 | -0.272 | -0.1314 | No |
| 154 | Sdhb | 15599 | -0.273 | -0.1252 | No |
| 155 | Cox7b | 15651 | -0.275 | -0.1208 | No |
| 156 | Tank | 15655 | -0.275 | -0.1140 | No |
| 157 | Uck1 | 15767 | -0.282 | -0.1125 | No |
| 158 | Ndufab1 | 15790 | -0.283 | -0.1065 | No |
| 159 | Cox6a1 | 15851 | -0.286 | -0.1023 | No |
| 160 | Chuk | 15922 | -0.291 | -0.0985 | No |
| 161 | Dhcr7 | 16421 | -0.325 | -0.1160 | No |
| 162 | Cd151 | 16447 | -0.326 | -0.1089 | No |
| 163 | Idh1 | 16484 | -0.327 | -0.1025 | No |
| 164 | Ndufb7 | 16692 | -0.344 | -0.1044 | No |
| 165 | Coq5 | 16724 | -0.347 | -0.0972 | No |
| 166 | Acaa2 | 16798 | -0.351 | -0.0920 | No |
| 167 | Abcb8 | 16887 | -0.356 | -0.0875 | No |
| 168 | Dbt | 16888 | -0.356 | -0.0784 | No |
| 169 | Cat | 16890 | -0.356 | -0.0694 | No |
| 170 | Ifngr1 | 17017 | -0.366 | -0.0666 | No |
| 171 | Cyp4b1 | 17186 | -0.378 | -0.0657 | No |
| 172 | Angptl4 | 17243 | -0.381 | -0.0589 | No |
| 173 | Decr1 | 17284 | -0.385 | -0.0511 | No |
| 174 | Taldo1 | 17529 | -0.408 | -0.0534 | No |
| 175 | Ddt | 17627 | -0.417 | -0.0478 | No |
| 176 | Plin2 | 17672 | -0.422 | -0.0393 | No |
| 177 | Sod1 | 17862 | -0.444 | -0.0377 | No |
| 178 | Cox8a | 17937 | -0.451 | -0.0301 | No |
| 179 | Ubc | 18129 | -0.476 | -0.0278 | No |
| 180 | Dram2 | 18371 | -0.508 | -0.0274 | No |
| 181 | Esrra | 18418 | -0.513 | -0.0167 | No |
| 182 | Sdhc | 18475 | -0.522 | -0.0063 | No |
| 183 | Uqcrc1 | 18515 | -0.531 | 0.0052 | No |
| 184 | Gadd45a | 18739 | -0.572 | 0.0083 | No |
| 185 | Retsat | 18743 | -0.573 | 0.0227 | No |
| 186 | Cd302 | 19081 | -0.669 | 0.0223 | No |

