| Dataset | MPP.MPP_Pheno.cls#Group2_versus_Group3.MPP_Pheno.cls#Group2_versus_Group3_repos |
| Phenotype | MPP_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | 0.17986786 |
| Normalized Enrichment Score (NES) | 0.8172678 |
| Nominal p-value | 0.7096774 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Abca1 | 100 | 0.769 | 0.0142 | Yes |
| 2 | C3 | 124 | 0.744 | 0.0317 | Yes |
| 3 | Angptl4 | 191 | 0.671 | 0.0452 | Yes |
| 4 | Scp2 | 202 | 0.663 | 0.0614 | Yes |
| 5 | Col4a1 | 396 | 0.581 | 0.0660 | Yes |
| 6 | Dnajc15 | 415 | 0.576 | 0.0796 | Yes |
| 7 | Gphn | 447 | 0.569 | 0.0923 | Yes |
| 8 | Dld | 454 | 0.567 | 0.1062 | Yes |
| 9 | Ppp1r15b | 590 | 0.530 | 0.1126 | Yes |
| 10 | Pparg | 769 | 0.487 | 0.1156 | Yes |
| 11 | Sqor | 1029 | 0.447 | 0.1135 | Yes |
| 12 | Uqcr10 | 1097 | 0.439 | 0.1211 | Yes |
| 13 | Ccng2 | 1379 | 0.404 | 0.1167 | Yes |
| 14 | Elmod3 | 1401 | 0.401 | 0.1257 | Yes |
| 15 | Acadl | 1604 | 0.381 | 0.1249 | Yes |
| 16 | Lifr | 1666 | 0.375 | 0.1312 | Yes |
| 17 | Sowahc | 1729 | 0.369 | 0.1373 | Yes |
| 18 | Cpt2 | 1788 | 0.363 | 0.1434 | Yes |
| 19 | Rmdn3 | 1843 | 0.359 | 0.1497 | Yes |
| 20 | Ndufa5 | 1894 | 0.356 | 0.1560 | Yes |
| 21 | Miga2 | 1941 | 0.353 | 0.1625 | Yes |
| 22 | Aifm1 | 2174 | 0.335 | 0.1590 | Yes |
| 23 | Riok3 | 2418 | 0.317 | 0.1544 | Yes |
| 24 | Cmpk1 | 2489 | 0.312 | 0.1586 | Yes |
| 25 | Ltc4s | 2819 | 0.291 | 0.1489 | Yes |
| 26 | Ubqln1 | 2830 | 0.289 | 0.1557 | Yes |
| 27 | Pfkfb3 | 2846 | 0.288 | 0.1621 | Yes |
| 28 | Acads | 2897 | 0.285 | 0.1667 | Yes |
| 29 | Cox7b | 2906 | 0.285 | 0.1735 | Yes |
| 30 | Cyp4b1 | 2960 | 0.282 | 0.1778 | Yes |
| 31 | Dlat | 3091 | 0.273 | 0.1780 | Yes |
| 32 | Stom | 3185 | 0.266 | 0.1799 | Yes |
| 33 | Ndufs3 | 3411 | 0.250 | 0.1745 | No |
| 34 | Cmbl | 3579 | 0.241 | 0.1720 | No |
| 35 | Mdh2 | 4147 | 0.213 | 0.1480 | No |
| 36 | Acly | 4158 | 0.212 | 0.1528 | No |
| 37 | Adcy6 | 4167 | 0.212 | 0.1577 | No |
| 38 | Cdkn2c | 4183 | 0.211 | 0.1623 | No |
| 39 | Por | 4580 | 0.190 | 0.1466 | No |
| 40 | Elovl6 | 4614 | 0.189 | 0.1496 | No |
| 41 | Acox1 | 4757 | 0.182 | 0.1468 | No |
| 42 | Ptger3 | 5016 | 0.170 | 0.1378 | No |
| 43 | Sorbs1 | 5193 | 0.161 | 0.1327 | No |
| 44 | Me1 | 5208 | 0.160 | 0.1360 | No |
| 45 | Preb | 5237 | 0.158 | 0.1386 | No |
| 46 | Ywhag | 5286 | 0.156 | 0.1400 | No |
| 47 | Plin2 | 5396 | 0.150 | 0.1381 | No |
| 48 | Lpl | 5443 | 0.148 | 0.1395 | No |
| 49 | Mylk | 5448 | 0.148 | 0.1430 | No |
| 50 | Etfb | 5742 | 0.135 | 0.1313 | No |
| 51 | Cd36 | 5777 | 0.134 | 0.1329 | No |
| 52 | Mccc1 | 5785 | 0.133 | 0.1359 | No |
| 53 | Immt | 5834 | 0.132 | 0.1367 | No |
| 54 | Esyt1 | 5882 | 0.130 | 0.1375 | No |
| 55 | Ech1 | 5889 | 0.130 | 0.1405 | No |
| 56 | Pfkl | 5890 | 0.129 | 0.1437 | No |
| 57 | Apoe | 5914 | 0.128 | 0.1458 | No |
| 58 | Ptcd3 | 5919 | 0.128 | 0.1488 | No |
| 59 | Suclg1 | 6252 | 0.114 | 0.1345 | No |
| 60 | Gpat4 | 6655 | 0.097 | 0.1161 | No |
| 61 | Phyh | 6775 | 0.092 | 0.1123 | No |
| 62 | Slc27a1 | 6801 | 0.091 | 0.1133 | No |
| 63 | Ak2 | 7006 | 0.083 | 0.1048 | No |
| 64 | Ppm1b | 7124 | 0.079 | 0.1008 | No |
| 65 | Gpam | 7159 | 0.078 | 0.1010 | No |
| 66 | Idh3a | 7180 | 0.078 | 0.1019 | No |
| 67 | Lama4 | 7470 | 0.067 | 0.0886 | No |
| 68 | Vegfb | 7509 | 0.065 | 0.0883 | No |
| 69 | Atp1b3 | 7896 | 0.051 | 0.0696 | No |
| 70 | Hadh | 7898 | 0.051 | 0.0708 | No |
| 71 | Pgm1 | 7988 | 0.047 | 0.0674 | No |
| 72 | Samm50 | 8332 | 0.034 | 0.0505 | No |
| 73 | Coq3 | 8341 | 0.034 | 0.0510 | No |
| 74 | Prdx3 | 8528 | 0.026 | 0.0420 | No |
| 75 | Scarb1 | 8608 | 0.023 | 0.0385 | No |
| 76 | Slc25a10 | 8614 | 0.023 | 0.0388 | No |
| 77 | Cavin2 | 8650 | 0.022 | 0.0376 | No |
| 78 | G3bp2 | 8839 | 0.016 | 0.0282 | No |
| 79 | Stat5a | 9079 | 0.007 | 0.0160 | No |
| 80 | Nabp1 | 9157 | 0.005 | 0.0122 | No |
| 81 | Grpel1 | 9183 | 0.004 | 0.0110 | No |
| 82 | Nmt1 | 9218 | 0.002 | 0.0093 | No |
| 83 | Sspn | 9275 | 0.000 | 0.0064 | No |
| 84 | Chuk | 9308 | -0.000 | 0.0047 | No |
| 85 | Dgat1 | 9325 | -0.001 | 0.0039 | No |
| 86 | Tkt | 9430 | -0.004 | -0.0014 | No |
| 87 | Gpx3 | 9444 | -0.005 | -0.0019 | No |
| 88 | Mtch2 | 9646 | -0.012 | -0.0120 | No |
| 89 | Uqcrq | 9757 | -0.016 | -0.0173 | No |
| 90 | Rreb1 | 9859 | -0.020 | -0.0220 | No |
| 91 | Pdcd4 | 9977 | -0.024 | -0.0275 | No |
| 92 | Ghitm | 9981 | -0.024 | -0.0270 | No |
| 93 | Gbe1 | 10264 | -0.035 | -0.0407 | No |
| 94 | Mtarc2 | 10303 | -0.037 | -0.0418 | No |
| 95 | Cavin1 | 10385 | -0.040 | -0.0449 | No |
| 96 | Aco2 | 10390 | -0.040 | -0.0442 | No |
| 97 | Echs1 | 10515 | -0.044 | -0.0495 | No |
| 98 | Phldb1 | 10607 | -0.048 | -0.0530 | No |
| 99 | Pex14 | 10620 | -0.048 | -0.0524 | No |
| 100 | Aldoa | 10628 | -0.048 | -0.0515 | No |
| 101 | Reep6 | 10659 | -0.049 | -0.0518 | No |
| 102 | Rtn3 | 10927 | -0.060 | -0.0642 | No |
| 103 | Tank | 11094 | -0.065 | -0.0711 | No |
| 104 | Ddt | 11103 | -0.065 | -0.0699 | No |
| 105 | Acadm | 11117 | -0.065 | -0.0689 | No |
| 106 | Sult1a1 | 11124 | -0.066 | -0.0676 | No |
| 107 | Reep5 | 11581 | -0.083 | -0.0891 | No |
| 108 | Uqcrc1 | 11632 | -0.085 | -0.0896 | No |
| 109 | Bcl6 | 11782 | -0.092 | -0.0950 | No |
| 110 | Slc5a6 | 11878 | -0.095 | -0.0975 | No |
| 111 | Dram2 | 11913 | -0.096 | -0.0968 | No |
| 112 | Bcl2l13 | 11950 | -0.097 | -0.0962 | No |
| 113 | Aldh2 | 12023 | -0.101 | -0.0974 | No |
| 114 | Bckdha | 12233 | -0.109 | -0.1055 | No |
| 115 | Fah | 12279 | -0.111 | -0.1050 | No |
| 116 | Map4k3 | 12327 | -0.113 | -0.1046 | No |
| 117 | Gpx4 | 12445 | -0.118 | -0.1077 | No |
| 118 | Sdhb | 12448 | -0.118 | -0.1048 | No |
| 119 | Baz2a | 12449 | -0.118 | -0.1018 | No |
| 120 | Cox6a1 | 12494 | -0.120 | -0.1011 | No |
| 121 | Qdpr | 12596 | -0.124 | -0.1032 | No |
| 122 | Rnf11 | 12617 | -0.125 | -0.1011 | No |
| 123 | Dhrs7 | 12632 | -0.126 | -0.0986 | No |
| 124 | Idh1 | 12701 | -0.128 | -0.0989 | No |
| 125 | Jagn1 | 12721 | -0.129 | -0.0966 | No |
| 126 | Atl2 | 12776 | -0.131 | -0.0961 | No |
| 127 | Cs | 12852 | -0.134 | -0.0966 | No |
| 128 | Lpcat3 | 12855 | -0.135 | -0.0933 | No |
| 129 | Lipe | 12931 | -0.138 | -0.0937 | No |
| 130 | Ubc | 12993 | -0.140 | -0.0934 | No |
| 131 | Cd302 | 13109 | -0.145 | -0.0957 | No |
| 132 | Adipor2 | 13111 | -0.145 | -0.0921 | No |
| 133 | Dhrs7b | 13231 | -0.149 | -0.0945 | No |
| 134 | Mrpl15 | 13261 | -0.150 | -0.0922 | No |
| 135 | Hspb8 | 13526 | -0.162 | -0.1018 | No |
| 136 | Mgst3 | 13628 | -0.167 | -0.1028 | No |
| 137 | Gadd45a | 13667 | -0.169 | -0.1005 | No |
| 138 | Gpd2 | 13703 | -0.170 | -0.0981 | No |
| 139 | Uck1 | 13743 | -0.172 | -0.0957 | No |
| 140 | Itsn1 | 13747 | -0.172 | -0.0916 | No |
| 141 | Ephx2 | 13766 | -0.173 | -0.0881 | No |
| 142 | Decr1 | 13888 | -0.178 | -0.0899 | No |
| 143 | Cox8a | 13927 | -0.180 | -0.0874 | No |
| 144 | Omd | 14122 | -0.188 | -0.0927 | No |
| 145 | Sod1 | 14177 | -0.190 | -0.0907 | No |
| 146 | Fzd4 | 14380 | -0.199 | -0.0961 | No |
| 147 | Aplp2 | 14459 | -0.204 | -0.0950 | No |
| 148 | Slc25a1 | 14661 | -0.214 | -0.1000 | No |
| 149 | Arl4a | 14852 | -0.223 | -0.1042 | No |
| 150 | Nkiras1 | 14891 | -0.224 | -0.1006 | No |
| 151 | Itih5 | 14906 | -0.225 | -0.0956 | No |
| 152 | Uqcr11 | 14924 | -0.226 | -0.0908 | No |
| 153 | Cd151 | 15268 | -0.244 | -0.1024 | No |
| 154 | Ndufb7 | 15399 | -0.250 | -0.1028 | No |
| 155 | Taldo1 | 15428 | -0.252 | -0.0980 | No |
| 156 | Araf | 15746 | -0.269 | -0.1076 | No |
| 157 | Pemt | 15835 | -0.273 | -0.1053 | No |
| 158 | Ndufab1 | 15843 | -0.274 | -0.0987 | No |
| 159 | Crat | 16066 | -0.287 | -0.1030 | No |
| 160 | Acaa2 | 16089 | -0.289 | -0.0968 | No |
| 161 | Rab34 | 16174 | -0.295 | -0.0938 | No |
| 162 | Ucp2 | 16316 | -0.304 | -0.0934 | No |
| 163 | Idh3g | 16429 | -0.311 | -0.0914 | No |
| 164 | Ifngr1 | 16744 | -0.333 | -0.0992 | No |
| 165 | Retsat | 16801 | -0.337 | -0.0936 | No |
| 166 | Cyc1 | 16855 | -0.340 | -0.0878 | No |
| 167 | Enpp2 | 17253 | -0.367 | -0.0991 | No |
| 168 | Dhcr7 | 17269 | -0.369 | -0.0906 | No |
| 169 | Chchd10 | 17315 | -0.373 | -0.0835 | No |
| 170 | Tst | 17400 | -0.380 | -0.0783 | No |
| 171 | Slc1a5 | 17438 | -0.384 | -0.0705 | No |
| 172 | Hibch | 17540 | -0.394 | -0.0658 | No |
| 173 | Cat | 17578 | -0.400 | -0.0577 | No |
| 174 | Slc19a1 | 17594 | -0.401 | -0.0484 | No |
| 175 | Pim3 | 17735 | -0.414 | -0.0452 | No |
| 176 | Coq9 | 17918 | -0.434 | -0.0437 | No |
| 177 | Angpt1 | 17962 | -0.439 | -0.0348 | No |
| 178 | Dnajb9 | 18069 | -0.452 | -0.0290 | No |
| 179 | Abcb8 | 18093 | -0.456 | -0.0187 | No |
| 180 | Sdhc | 18097 | -0.456 | -0.0074 | No |
| 181 | Coq5 | 18136 | -0.461 | 0.0023 | No |
| 182 | Mgll | 18558 | -0.516 | -0.0065 | No |
| 183 | Dbt | 18636 | -0.531 | 0.0029 | No |
| 184 | Esrra | 18653 | -0.534 | 0.0155 | No |
| 185 | Tob1 | 18695 | -0.542 | 0.0270 | No |
| 186 | Agpat3 | 18984 | -0.605 | 0.0273 | No |

