| Dataset | MPP.MPP_Pheno.cls#Group3_versus_Group4.MPP_Pheno.cls#Group3_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.2064383 |
| Normalized Enrichment Score (NES) | -0.93775284 |
| Nominal p-value | 0.51097804 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Stom | 11 | 1.281 | 0.0353 | No |
| 2 | Ephx2 | 81 | 0.889 | 0.0565 | No |
| 3 | Dbt | 732 | 0.540 | 0.0380 | No |
| 4 | Dhrs7b | 755 | 0.535 | 0.0519 | No |
| 5 | Omd | 942 | 0.498 | 0.0562 | No |
| 6 | Dram2 | 1085 | 0.471 | 0.0620 | No |
| 7 | Chuk | 1223 | 0.450 | 0.0675 | No |
| 8 | Tob1 | 1307 | 0.437 | 0.0754 | No |
| 9 | Retsat | 1547 | 0.410 | 0.0745 | No |
| 10 | Phldb1 | 1569 | 0.407 | 0.0848 | No |
| 11 | Agpat3 | 1630 | 0.400 | 0.0929 | No |
| 12 | Cd302 | 1724 | 0.389 | 0.0990 | No |
| 13 | Ppp1r15b | 1735 | 0.388 | 0.1093 | No |
| 14 | Lifr | 2301 | 0.339 | 0.0896 | No |
| 15 | Coq9 | 2478 | 0.326 | 0.0896 | No |
| 16 | Pim3 | 2600 | 0.317 | 0.0922 | No |
| 17 | Bcl2l13 | 2611 | 0.316 | 0.1005 | No |
| 18 | Cat | 2758 | 0.304 | 0.1014 | No |
| 19 | Gpx3 | 2870 | 0.294 | 0.1039 | No |
| 20 | Slc25a1 | 2919 | 0.291 | 0.1096 | No |
| 21 | Ifngr1 | 3133 | 0.278 | 0.1064 | No |
| 22 | Cyc1 | 3239 | 0.272 | 0.1085 | No |
| 23 | Mtarc2 | 3277 | 0.269 | 0.1141 | No |
| 24 | Cavin1 | 3369 | 0.264 | 0.1168 | No |
| 25 | Gpx4 | 3587 | 0.253 | 0.1127 | No |
| 26 | Uqcrq | 3706 | 0.246 | 0.1134 | No |
| 27 | Uqcrc1 | 3845 | 0.238 | 0.1130 | No |
| 28 | Dhcr7 | 3902 | 0.234 | 0.1166 | No |
| 29 | Ghitm | 3994 | 0.229 | 0.1183 | No |
| 30 | Slc1a5 | 4002 | 0.229 | 0.1243 | No |
| 31 | Cmpk1 | 4184 | 0.220 | 0.1211 | No |
| 32 | Nmt1 | 4195 | 0.219 | 0.1267 | No |
| 33 | Uck1 | 4316 | 0.214 | 0.1265 | No |
| 34 | Gadd45a | 4446 | 0.207 | 0.1256 | No |
| 35 | Ndufb7 | 4530 | 0.202 | 0.1270 | No |
| 36 | Idh1 | 5151 | 0.170 | 0.0997 | No |
| 37 | Atl2 | 5203 | 0.167 | 0.1017 | No |
| 38 | Nabp1 | 5214 | 0.166 | 0.1059 | No |
| 39 | Arl4a | 5476 | 0.155 | 0.0967 | No |
| 40 | Dnajc15 | 5788 | 0.144 | 0.0847 | No |
| 41 | Acaa2 | 5882 | 0.140 | 0.0838 | No |
| 42 | Dnajb9 | 5900 | 0.139 | 0.0868 | No |
| 43 | Gpat4 | 5985 | 0.136 | 0.0862 | No |
| 44 | Cs | 6087 | 0.131 | 0.0847 | No |
| 45 | Samm50 | 6125 | 0.129 | 0.0864 | No |
| 46 | Ak2 | 6273 | 0.122 | 0.0822 | No |
| 47 | Jagn1 | 6384 | 0.118 | 0.0798 | No |
| 48 | Ubc | 6677 | 0.106 | 0.0677 | No |
| 49 | Taldo1 | 6678 | 0.106 | 0.0706 | No |
| 50 | Ndufab1 | 6761 | 0.103 | 0.0693 | No |
| 51 | Idh3g | 6813 | 0.101 | 0.0694 | No |
| 52 | Angpt1 | 6969 | 0.095 | 0.0641 | No |
| 53 | Decr1 | 7150 | 0.088 | 0.0572 | No |
| 54 | Fzd4 | 7413 | 0.079 | 0.0459 | No |
| 55 | Esyt1 | 7464 | 0.077 | 0.0455 | No |
| 56 | Sdhb | 7532 | 0.075 | 0.0441 | No |
| 57 | Tkt | 7576 | 0.074 | 0.0439 | No |
| 58 | Cdkn2c | 7597 | 0.073 | 0.0449 | No |
| 59 | Sdhc | 7714 | 0.069 | 0.0408 | No |
| 60 | Idh3a | 7787 | 0.066 | 0.0390 | No |
| 61 | Ppm1b | 7800 | 0.065 | 0.0402 | No |
| 62 | Ywhag | 7876 | 0.063 | 0.0381 | No |
| 63 | Ucp2 | 7902 | 0.062 | 0.0385 | No |
| 64 | Scarb1 | 8010 | 0.058 | 0.0346 | No |
| 65 | Pfkl | 8045 | 0.057 | 0.0344 | No |
| 66 | Slc27a1 | 8065 | 0.056 | 0.0350 | No |
| 67 | Esrra | 8169 | 0.052 | 0.0311 | No |
| 68 | Cd151 | 8204 | 0.051 | 0.0308 | No |
| 69 | Tank | 8229 | 0.050 | 0.0310 | No |
| 70 | Reep5 | 8372 | 0.045 | 0.0249 | No |
| 71 | Gpd2 | 8517 | 0.039 | 0.0185 | No |
| 72 | Crat | 8533 | 0.038 | 0.0188 | No |
| 73 | Ptcd3 | 8599 | 0.036 | 0.0165 | No |
| 74 | Adipor2 | 8650 | 0.034 | 0.0148 | No |
| 75 | Ubqln1 | 8702 | 0.033 | 0.0131 | No |
| 76 | Itih5 | 8743 | 0.031 | 0.0119 | No |
| 77 | Immt | 8843 | 0.027 | 0.0075 | No |
| 78 | Rnf11 | 8863 | 0.027 | 0.0073 | No |
| 79 | Enpp2 | 8931 | 0.024 | 0.0045 | No |
| 80 | Angptl4 | 9090 | 0.019 | -0.0031 | No |
| 81 | Dlat | 9158 | 0.017 | -0.0061 | No |
| 82 | Mgst3 | 9186 | 0.016 | -0.0071 | No |
| 83 | Araf | 9385 | 0.009 | -0.0171 | No |
| 84 | Mtch2 | 9411 | 0.008 | -0.0181 | No |
| 85 | Aco2 | 9453 | 0.007 | -0.0201 | No |
| 86 | Slc5a6 | 9456 | 0.007 | -0.0200 | No |
| 87 | Aldoa | 9527 | 0.005 | -0.0235 | No |
| 88 | Chchd10 | 9679 | 0.000 | -0.0313 | No |
| 89 | Mgll | 9945 | -0.006 | -0.0448 | No |
| 90 | Sod1 | 9954 | -0.007 | -0.0450 | No |
| 91 | Pex14 | 10022 | -0.008 | -0.0482 | No |
| 92 | Rab34 | 10045 | -0.009 | -0.0491 | No |
| 93 | Acadm | 10058 | -0.010 | -0.0495 | No |
| 94 | Por | 10091 | -0.011 | -0.0508 | No |
| 95 | Aldh2 | 10129 | -0.013 | -0.0524 | No |
| 96 | Abcb8 | 10391 | -0.022 | -0.0653 | No |
| 97 | Hibch | 10417 | -0.023 | -0.0659 | No |
| 98 | G3bp2 | 10449 | -0.024 | -0.0669 | No |
| 99 | Aplp2 | 10520 | -0.026 | -0.0698 | No |
| 100 | Map4k3 | 10663 | -0.031 | -0.0762 | No |
| 101 | Acly | 10743 | -0.034 | -0.0794 | No |
| 102 | Tst | 10800 | -0.036 | -0.0813 | No |
| 103 | Dgat1 | 10927 | -0.041 | -0.0866 | No |
| 104 | Cd36 | 11045 | -0.045 | -0.0914 | No |
| 105 | Rtn3 | 11125 | -0.048 | -0.0941 | No |
| 106 | Mylk | 11185 | -0.050 | -0.0958 | No |
| 107 | Echs1 | 11198 | -0.051 | -0.0950 | No |
| 108 | Pgm1 | 11533 | -0.062 | -0.1105 | No |
| 109 | Dld | 11562 | -0.063 | -0.1102 | No |
| 110 | Rreb1 | 11623 | -0.065 | -0.1115 | No |
| 111 | Riok3 | 11657 | -0.066 | -0.1114 | No |
| 112 | Nkiras1 | 11730 | -0.067 | -0.1132 | No |
| 113 | Pdcd4 | 11852 | -0.071 | -0.1175 | No |
| 114 | Aifm1 | 11992 | -0.076 | -0.1226 | No |
| 115 | Hspb8 | 12022 | -0.077 | -0.1219 | No |
| 116 | Rmdn3 | 12044 | -0.078 | -0.1208 | No |
| 117 | Baz2a | 12062 | -0.078 | -0.1195 | No |
| 118 | Ddt | 12104 | -0.080 | -0.1194 | No |
| 119 | Gphn | 12148 | -0.081 | -0.1194 | No |
| 120 | Lpl | 12439 | -0.091 | -0.1318 | No |
| 121 | Coq5 | 12462 | -0.092 | -0.1304 | No |
| 122 | Bcl6 | 12507 | -0.093 | -0.1300 | No |
| 123 | Mrpl15 | 12528 | -0.094 | -0.1284 | No |
| 124 | Uqcr11 | 12549 | -0.095 | -0.1268 | No |
| 125 | Lpcat3 | 12735 | -0.101 | -0.1336 | No |
| 126 | Lipe | 13007 | -0.112 | -0.1445 | No |
| 127 | Me1 | 13084 | -0.115 | -0.1452 | No |
| 128 | Mccc1 | 13202 | -0.119 | -0.1479 | No |
| 129 | Atp1b3 | 13393 | -0.126 | -0.1542 | No |
| 130 | Lama4 | 13434 | -0.128 | -0.1527 | No |
| 131 | Stat5a | 13436 | -0.128 | -0.1492 | No |
| 132 | Cox6a1 | 13593 | -0.134 | -0.1535 | No |
| 133 | Plin2 | 13696 | -0.138 | -0.1549 | No |
| 134 | Gbe1 | 13842 | -0.143 | -0.1584 | No |
| 135 | Ech1 | 13902 | -0.145 | -0.1574 | No |
| 136 | Qdpr | 13918 | -0.146 | -0.1541 | No |
| 137 | Col4a1 | 13940 | -0.146 | -0.1511 | No |
| 138 | Slc25a10 | 14048 | -0.151 | -0.1524 | No |
| 139 | Uqcr10 | 14158 | -0.155 | -0.1537 | No |
| 140 | Grpel1 | 14216 | -0.157 | -0.1523 | No |
| 141 | Cox8a | 14224 | -0.157 | -0.1482 | No |
| 142 | Itsn1 | 14497 | -0.169 | -0.1576 | No |
| 143 | Fah | 14547 | -0.171 | -0.1553 | No |
| 144 | Pemt | 14639 | -0.175 | -0.1551 | No |
| 145 | Etfb | 14729 | -0.179 | -0.1547 | No |
| 146 | Mdh2 | 14988 | -0.187 | -0.1628 | No |
| 147 | Vegfb | 14992 | -0.187 | -0.1578 | No |
| 148 | Gpam | 15041 | -0.189 | -0.1550 | No |
| 149 | Coq3 | 16037 | -0.240 | -0.1997 | Yes |
| 150 | Preb | 16067 | -0.242 | -0.1944 | Yes |
| 151 | Ndufa5 | 16164 | -0.248 | -0.1925 | Yes |
| 152 | Elovl6 | 16200 | -0.250 | -0.1873 | Yes |
| 153 | Apoe | 16234 | -0.251 | -0.1819 | Yes |
| 154 | Cpt2 | 16299 | -0.255 | -0.1781 | Yes |
| 155 | Cavin2 | 16332 | -0.257 | -0.1726 | Yes |
| 156 | Cyp4b1 | 16444 | -0.264 | -0.1710 | Yes |
| 157 | Ndufs3 | 16533 | -0.270 | -0.1680 | Yes |
| 158 | Sowahc | 16564 | -0.271 | -0.1619 | Yes |
| 159 | Miga2 | 16602 | -0.274 | -0.1562 | Yes |
| 160 | Acads | 16758 | -0.284 | -0.1563 | Yes |
| 161 | C3 | 16765 | -0.284 | -0.1486 | Yes |
| 162 | Ccng2 | 16873 | -0.292 | -0.1460 | Yes |
| 163 | Acadl | 16884 | -0.293 | -0.1383 | Yes |
| 164 | Hadh | 16949 | -0.296 | -0.1334 | Yes |
| 165 | Suclg1 | 16951 | -0.296 | -0.1251 | Yes |
| 166 | Cmbl | 17135 | -0.309 | -0.1260 | Yes |
| 167 | Bckdha | 17289 | -0.318 | -0.1250 | Yes |
| 168 | Ptger3 | 17434 | -0.328 | -0.1233 | Yes |
| 169 | Slc19a1 | 17507 | -0.335 | -0.1176 | Yes |
| 170 | Sqor | 17522 | -0.338 | -0.1089 | Yes |
| 171 | Pfkfb3 | 17594 | -0.346 | -0.1029 | Yes |
| 172 | Phyh | 17788 | -0.364 | -0.1027 | Yes |
| 173 | Sult1a1 | 18084 | -0.393 | -0.1070 | Yes |
| 174 | Adcy6 | 18099 | -0.394 | -0.0967 | Yes |
| 175 | Acox1 | 18188 | -0.404 | -0.0899 | Yes |
| 176 | Elmod3 | 18364 | -0.425 | -0.0871 | Yes |
| 177 | Sspn | 18385 | -0.426 | -0.0762 | Yes |
| 178 | Prdx3 | 18469 | -0.437 | -0.0683 | Yes |
| 179 | Cox7b | 18581 | -0.452 | -0.0614 | Yes |
| 180 | Sorbs1 | 18615 | -0.457 | -0.0503 | Yes |
| 181 | Reep6 | 18706 | -0.472 | -0.0417 | Yes |
| 182 | Pparg | 18834 | -0.499 | -0.0344 | Yes |
| 183 | Ltc4s | 18932 | -0.517 | -0.0249 | Yes |
| 184 | Dhrs7 | 19087 | -0.561 | -0.0172 | Yes |
| 185 | Scp2 | 19228 | -0.615 | -0.0072 | Yes |
| 186 | Abca1 | 19435 | -0.782 | 0.0040 | Yes |

