| Dataset | MEP.MEP.mega_Pheno.cls #Group3_versus_Group4.MEP.mega_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.23671237 |
| Normalized Enrichment Score (NES) | -1.0862895 |
| Nominal p-value | 0.3429752 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.982 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Lama4 | 26 | 1.158 | 0.0292 | No |
| 2 | Ddt | 330 | 0.671 | 0.0311 | No |
| 3 | Dhrs7b | 712 | 0.557 | 0.0259 | No |
| 4 | Pemt | 793 | 0.531 | 0.0357 | No |
| 5 | Dbt | 973 | 0.489 | 0.0393 | No |
| 6 | Agpat3 | 1005 | 0.485 | 0.0505 | No |
| 7 | Cmbl | 1381 | 0.440 | 0.0425 | No |
| 8 | Gpx3 | 1655 | 0.410 | 0.0390 | No |
| 9 | Mgll | 2179 | 0.354 | 0.0210 | No |
| 10 | Immt | 2241 | 0.347 | 0.0270 | No |
| 11 | Slc25a10 | 2262 | 0.344 | 0.0351 | No |
| 12 | Chuk | 2849 | 0.298 | 0.0123 | No |
| 13 | Scp2 | 2936 | 0.291 | 0.0155 | No |
| 14 | Map4k3 | 2996 | 0.287 | 0.0200 | No |
| 15 | Cdkn2c | 3041 | 0.283 | 0.0251 | No |
| 16 | Gpat4 | 3077 | 0.281 | 0.0307 | No |
| 17 | Ptcd3 | 3092 | 0.279 | 0.0373 | No |
| 18 | Bckdha | 3097 | 0.279 | 0.0445 | No |
| 19 | Ak2 | 3199 | 0.272 | 0.0464 | No |
| 20 | Phldb1 | 3208 | 0.271 | 0.0531 | No |
| 21 | Acly | 3357 | 0.264 | 0.0524 | No |
| 22 | Rab34 | 3468 | 0.255 | 0.0534 | No |
| 23 | Dgat1 | 3553 | 0.253 | 0.0557 | No |
| 24 | Atl2 | 3599 | 0.249 | 0.0599 | No |
| 25 | Mccc1 | 3910 | 0.238 | 0.0500 | No |
| 26 | Nkiras1 | 3975 | 0.234 | 0.0528 | No |
| 27 | Acads | 4074 | 0.228 | 0.0537 | No |
| 28 | Me1 | 4112 | 0.226 | 0.0577 | No |
| 29 | Plin2 | 4143 | 0.224 | 0.0621 | No |
| 30 | Acaa2 | 4149 | 0.224 | 0.0677 | No |
| 31 | Slc5a6 | 4207 | 0.220 | 0.0706 | No |
| 32 | Fzd4 | 4691 | 0.194 | 0.0504 | No |
| 33 | Pfkl | 4762 | 0.190 | 0.0518 | No |
| 34 | Sorbs1 | 4866 | 0.183 | 0.0512 | No |
| 35 | Lifr | 4885 | 0.182 | 0.0551 | No |
| 36 | Slc19a1 | 5175 | 0.166 | 0.0444 | No |
| 37 | Cmpk1 | 5278 | 0.160 | 0.0433 | No |
| 38 | Scarb1 | 5318 | 0.159 | 0.0454 | No |
| 39 | Adcy6 | 5440 | 0.153 | 0.0431 | No |
| 40 | Dnajb9 | 5493 | 0.150 | 0.0444 | No |
| 41 | Ptger3 | 5593 | 0.146 | 0.0431 | No |
| 42 | Lpl | 5623 | 0.145 | 0.0454 | No |
| 43 | Ephx2 | 5936 | 0.130 | 0.0325 | No |
| 44 | Cs | 6398 | 0.112 | 0.0114 | No |
| 45 | Uqcrq | 6537 | 0.107 | 0.0070 | No |
| 46 | Ppp1r15b | 6557 | 0.106 | 0.0088 | No |
| 47 | Cd302 | 6652 | 0.102 | 0.0065 | No |
| 48 | Aplp2 | 6696 | 0.100 | 0.0069 | No |
| 49 | Coq3 | 6796 | 0.097 | 0.0043 | No |
| 50 | Reep5 | 6817 | 0.096 | 0.0058 | No |
| 51 | Coq9 | 6837 | 0.095 | 0.0073 | No |
| 52 | Aco2 | 6917 | 0.091 | 0.0056 | No |
| 53 | Ubqln1 | 7025 | 0.087 | 0.0023 | No |
| 54 | Mrpl15 | 7060 | 0.085 | 0.0028 | No |
| 55 | Pdcd4 | 7098 | 0.084 | 0.0031 | No |
| 56 | Mtarc2 | 7264 | 0.078 | -0.0035 | No |
| 57 | Arl4a | 7325 | 0.076 | -0.0046 | No |
| 58 | Mtch2 | 7441 | 0.073 | -0.0087 | No |
| 59 | Uqcr10 | 7549 | 0.069 | -0.0125 | No |
| 60 | Elmod3 | 7586 | 0.067 | -0.0126 | No |
| 61 | Chchd10 | 7660 | 0.064 | -0.0147 | No |
| 62 | Hspb8 | 7764 | 0.059 | -0.0186 | No |
| 63 | Uqcrc1 | 7877 | 0.055 | -0.0230 | No |
| 64 | Esrra | 7899 | 0.054 | -0.0226 | No |
| 65 | Araf | 8047 | 0.048 | -0.0290 | No |
| 66 | Jagn1 | 8097 | 0.046 | -0.0304 | No |
| 67 | Samm50 | 8142 | 0.045 | -0.0315 | No |
| 68 | Adipor2 | 8218 | 0.042 | -0.0343 | No |
| 69 | Sdhc | 8284 | 0.040 | -0.0366 | No |
| 70 | Rmdn3 | 8337 | 0.038 | -0.0383 | No |
| 71 | Dlat | 8441 | 0.034 | -0.0428 | No |
| 72 | Aifm1 | 8526 | 0.031 | -0.0464 | No |
| 73 | Sqor | 8550 | 0.030 | -0.0468 | No |
| 74 | Uqcr11 | 8577 | 0.030 | -0.0474 | No |
| 75 | Hadh | 8766 | 0.023 | -0.0566 | No |
| 76 | Tob1 | 8816 | 0.021 | -0.0586 | No |
| 77 | Acox1 | 8974 | 0.017 | -0.0663 | No |
| 78 | Crat | 9003 | 0.016 | -0.0674 | No |
| 79 | Cyc1 | 9069 | 0.014 | -0.0704 | No |
| 80 | Echs1 | 9124 | 0.012 | -0.0729 | No |
| 81 | Tkt | 9436 | 0.001 | -0.0892 | No |
| 82 | Sspn | 9487 | 0.000 | -0.0918 | No |
| 83 | Rreb1 | 9791 | -0.006 | -0.1075 | No |
| 84 | Slc1a5 | 9925 | -0.010 | -0.1142 | No |
| 85 | Dld | 9932 | -0.010 | -0.1142 | No |
| 86 | Ppm1b | 10030 | -0.013 | -0.1189 | No |
| 87 | Por | 10166 | -0.018 | -0.1255 | No |
| 88 | Dnajc15 | 10274 | -0.022 | -0.1305 | No |
| 89 | Suclg1 | 10995 | -0.047 | -0.1669 | No |
| 90 | Stat5a | 11165 | -0.054 | -0.1743 | No |
| 91 | Retsat | 11201 | -0.055 | -0.1747 | No |
| 92 | Preb | 11245 | -0.057 | -0.1754 | No |
| 93 | Ndufa5 | 11441 | -0.064 | -0.1839 | No |
| 94 | Ywhag | 11462 | -0.065 | -0.1833 | No |
| 95 | Dhrs7 | 11534 | -0.067 | -0.1852 | No |
| 96 | Lpcat3 | 11640 | -0.071 | -0.1888 | No |
| 97 | Cavin1 | 11680 | -0.073 | -0.1889 | No |
| 98 | Reep6 | 11754 | -0.076 | -0.1907 | No |
| 99 | Pparg | 11795 | -0.077 | -0.1908 | No |
| 100 | Tank | 11821 | -0.078 | -0.1901 | No |
| 101 | Ucp2 | 12167 | -0.090 | -0.2057 | No |
| 102 | Miga2 | 12266 | -0.094 | -0.2084 | No |
| 103 | Gpx4 | 12324 | -0.097 | -0.2088 | No |
| 104 | Bcl2l13 | 12391 | -0.099 | -0.2096 | No |
| 105 | Aldh2 | 12404 | -0.100 | -0.2076 | No |
| 106 | Slc25a1 | 12427 | -0.101 | -0.2061 | No |
| 107 | Gpd2 | 12481 | -0.102 | -0.2062 | No |
| 108 | Mgst3 | 12487 | -0.103 | -0.2037 | No |
| 109 | Angptl4 | 12545 | -0.105 | -0.2039 | No |
| 110 | Sdhb | 12558 | -0.105 | -0.2018 | No |
| 111 | Acadm | 12569 | -0.106 | -0.1995 | No |
| 112 | C3 | 12678 | -0.110 | -0.2023 | No |
| 113 | Nabp1 | 12779 | -0.114 | -0.2045 | No |
| 114 | Pex14 | 12889 | -0.118 | -0.2071 | No |
| 115 | Idh3a | 12905 | -0.118 | -0.2047 | No |
| 116 | Ifngr1 | 12945 | -0.120 | -0.2036 | No |
| 117 | Sult1a1 | 13006 | -0.122 | -0.2035 | No |
| 118 | Cd151 | 13031 | -0.123 | -0.2015 | No |
| 119 | Baz2a | 13151 | -0.127 | -0.2044 | No |
| 120 | Cpt2 | 13197 | -0.128 | -0.2034 | No |
| 121 | Gphn | 13215 | -0.129 | -0.2009 | No |
| 122 | Esyt1 | 13332 | -0.134 | -0.2034 | No |
| 123 | Cat | 13396 | -0.137 | -0.2031 | No |
| 124 | G3bp2 | 13427 | -0.138 | -0.2010 | No |
| 125 | Idh1 | 14111 | -0.168 | -0.2323 | Yes |
| 126 | Etfb | 14131 | -0.169 | -0.2288 | Yes |
| 127 | Abcb8 | 14134 | -0.169 | -0.2244 | Yes |
| 128 | Pgm1 | 14210 | -0.172 | -0.2238 | Yes |
| 129 | Atp1b3 | 14236 | -0.173 | -0.2206 | Yes |
| 130 | Decr1 | 14290 | -0.175 | -0.2187 | Yes |
| 131 | Hibch | 14393 | -0.180 | -0.2193 | Yes |
| 132 | Elovl6 | 14431 | -0.182 | -0.2164 | Yes |
| 133 | Cavin2 | 14432 | -0.182 | -0.2116 | Yes |
| 134 | Itsn1 | 14486 | -0.184 | -0.2095 | Yes |
| 135 | Bcl6 | 14580 | -0.190 | -0.2094 | Yes |
| 136 | Ccng2 | 14624 | -0.191 | -0.2066 | Yes |
| 137 | Cox8a | 14664 | -0.194 | -0.2035 | Yes |
| 138 | Dram2 | 14733 | -0.198 | -0.2018 | Yes |
| 139 | Gbe1 | 14801 | -0.201 | -0.2000 | Yes |
| 140 | Lipe | 14870 | -0.204 | -0.1982 | Yes |
| 141 | Angpt1 | 14881 | -0.205 | -0.1933 | Yes |
| 142 | Vegfb | 15019 | -0.207 | -0.1950 | Yes |
| 143 | Ghitm | 15173 | -0.215 | -0.1973 | Yes |
| 144 | Qdpr | 15247 | -0.220 | -0.1953 | Yes |
| 145 | Rtn3 | 15285 | -0.222 | -0.1914 | Yes |
| 146 | Gpam | 15387 | -0.226 | -0.1907 | Yes |
| 147 | Sowahc | 15414 | -0.227 | -0.1860 | Yes |
| 148 | Aldoa | 15440 | -0.229 | -0.1813 | Yes |
| 149 | Pim3 | 15469 | -0.230 | -0.1767 | Yes |
| 150 | Itih5 | 15632 | -0.238 | -0.1789 | Yes |
| 151 | Dhcr7 | 15648 | -0.239 | -0.1733 | Yes |
| 152 | Ech1 | 15728 | -0.242 | -0.1711 | Yes |
| 153 | Nmt1 | 16108 | -0.263 | -0.1840 | Yes |
| 154 | Mylk | 16245 | -0.271 | -0.1839 | Yes |
| 155 | Cox7b | 16255 | -0.271 | -0.1772 | Yes |
| 156 | Stom | 16270 | -0.272 | -0.1707 | Yes |
| 157 | Idh3g | 16340 | -0.275 | -0.1671 | Yes |
| 158 | Prdx3 | 16349 | -0.276 | -0.1602 | Yes |
| 159 | Cyp4b1 | 16401 | -0.279 | -0.1555 | Yes |
| 160 | Ltc4s | 16533 | -0.287 | -0.1548 | Yes |
| 161 | Cox6a1 | 16599 | -0.290 | -0.1505 | Yes |
| 162 | Mdh2 | 16730 | -0.299 | -0.1494 | Yes |
| 163 | Sod1 | 16849 | -0.306 | -0.1475 | Yes |
| 164 | Ubc | 17158 | -0.324 | -0.1550 | Yes |
| 165 | Omd | 17159 | -0.325 | -0.1465 | Yes |
| 166 | Acadl | 17172 | -0.326 | -0.1385 | Yes |
| 167 | Pfkfb3 | 17181 | -0.326 | -0.1303 | Yes |
| 168 | Coq5 | 17321 | -0.339 | -0.1286 | Yes |
| 169 | Apoe | 17663 | -0.367 | -0.1368 | Yes |
| 170 | Col4a1 | 17677 | -0.368 | -0.1277 | Yes |
| 171 | Tst | 17763 | -0.378 | -0.1222 | Yes |
| 172 | Riok3 | 17966 | -0.397 | -0.1222 | Yes |
| 173 | Uck1 | 17975 | -0.398 | -0.1122 | Yes |
| 174 | Taldo1 | 18021 | -0.404 | -0.1038 | Yes |
| 175 | Fah | 18151 | -0.415 | -0.0996 | Yes |
| 176 | Rnf11 | 18224 | -0.422 | -0.0922 | Yes |
| 177 | Cd36 | 18433 | -0.455 | -0.0911 | Yes |
| 178 | Ndufab1 | 18597 | -0.479 | -0.0870 | Yes |
| 179 | Grpel1 | 18606 | -0.481 | -0.0747 | Yes |
| 180 | Slc27a1 | 18697 | -0.501 | -0.0662 | Yes |
| 181 | Gadd45a | 18991 | -0.595 | -0.0658 | Yes |
| 182 | Phyh | 19051 | -0.623 | -0.0524 | Yes |
| 183 | Ndufb7 | 19130 | -0.673 | -0.0387 | Yes |
| 184 | Abca1 | 19175 | -0.703 | -0.0224 | Yes |
| 185 | Ndufs3 | 19301 | -1.108 | 0.0003 | Yes |

