| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group4.Mast_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.33240378 |
| Normalized Enrichment Score (NES) | -1.4730711 |
| Nominal p-value | 0.015564202 |
| FDR q-value | 0.17263238 |
| FWER p-Value | 0.348 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Preb | 55 | 0.877 | 0.0151 | No |
| 2 | Phyh | 244 | 0.671 | 0.0147 | No |
| 3 | Pex14 | 250 | 0.668 | 0.0292 | No |
| 4 | G3bp2 | 342 | 0.626 | 0.0358 | No |
| 5 | Qdpr | 366 | 0.617 | 0.0476 | No |
| 6 | Atl2 | 592 | 0.539 | 0.0413 | No |
| 7 | Ndufab1 | 1137 | 0.413 | 0.0062 | No |
| 8 | Ubqln1 | 1362 | 0.377 | -0.0036 | No |
| 9 | Angptl4 | 1643 | 0.337 | -0.0189 | No |
| 10 | Miga2 | 1665 | 0.336 | -0.0131 | No |
| 11 | Nabp1 | 1680 | 0.334 | -0.0068 | No |
| 12 | Aplp2 | 1686 | 0.333 | 0.0002 | No |
| 13 | Bcl6 | 1765 | 0.325 | 0.0011 | No |
| 14 | Sod1 | 1771 | 0.325 | 0.0080 | No |
| 15 | Dld | 1873 | 0.313 | 0.0067 | No |
| 16 | Dlat | 1909 | 0.308 | 0.0107 | No |
| 17 | Ccng2 | 1955 | 0.303 | 0.0138 | No |
| 18 | Agpat3 | 2105 | 0.287 | 0.0081 | No |
| 19 | Ppp1r15b | 2142 | 0.283 | 0.0115 | No |
| 20 | Mgst3 | 2229 | 0.275 | 0.0106 | No |
| 21 | Fah | 2240 | 0.274 | 0.0159 | No |
| 22 | Adcy6 | 2302 | 0.269 | 0.0169 | No |
| 23 | Slc27a1 | 2355 | 0.263 | 0.0185 | No |
| 24 | Acadm | 2454 | 0.252 | 0.0162 | No |
| 25 | Pemt | 2559 | 0.243 | 0.0131 | No |
| 26 | Rmdn3 | 2647 | 0.235 | 0.0113 | No |
| 27 | Mgll | 2678 | 0.233 | 0.0140 | No |
| 28 | Tob1 | 2864 | 0.214 | 0.0038 | No |
| 29 | Ptcd3 | 2948 | 0.205 | 0.0016 | No |
| 30 | Riok3 | 3063 | 0.195 | -0.0033 | No |
| 31 | Slc5a6 | 3084 | 0.193 | -0.0007 | No |
| 32 | Phldb1 | 3213 | 0.183 | -0.0070 | No |
| 33 | Cat | 3259 | 0.180 | -0.0066 | No |
| 34 | Dnajb9 | 3392 | 0.170 | -0.0136 | No |
| 35 | Stom | 3408 | 0.168 | -0.0111 | No |
| 36 | Map4k3 | 3430 | 0.166 | -0.0091 | No |
| 37 | Jagn1 | 3667 | 0.148 | -0.0250 | No |
| 38 | Ak2 | 3684 | 0.147 | -0.0230 | No |
| 39 | Decr1 | 3746 | 0.142 | -0.0248 | No |
| 40 | Cpt2 | 3779 | 0.140 | -0.0243 | No |
| 41 | Aldoa | 3987 | 0.122 | -0.0384 | No |
| 42 | Reep5 | 4194 | 0.109 | -0.0528 | No |
| 43 | Dgat1 | 4221 | 0.108 | -0.0525 | No |
| 44 | Pfkfb3 | 4234 | 0.106 | -0.0511 | No |
| 45 | Uqcr10 | 4309 | 0.101 | -0.0549 | No |
| 46 | Coq9 | 4505 | 0.086 | -0.0688 | No |
| 47 | Ywhag | 4867 | 0.059 | -0.0969 | No |
| 48 | Samm50 | 4884 | 0.058 | -0.0969 | No |
| 49 | Ppm1b | 4892 | 0.057 | -0.0962 | No |
| 50 | Gpd2 | 5016 | 0.050 | -0.1051 | No |
| 51 | Mtarc2 | 5085 | 0.046 | -0.1096 | No |
| 52 | Slc25a10 | 5214 | 0.036 | -0.1192 | No |
| 53 | Suclg1 | 5351 | 0.026 | -0.1297 | No |
| 54 | Acly | 5490 | 0.017 | -0.1406 | No |
| 55 | Ifngr1 | 5532 | 0.015 | -0.1436 | No |
| 56 | Pdcd4 | 5618 | 0.009 | -0.1503 | No |
| 57 | Ucp2 | 5623 | 0.009 | -0.1504 | No |
| 58 | Baz2a | 5646 | 0.007 | -0.1520 | No |
| 59 | Uck1 | 5742 | 0.000 | -0.1598 | No |
| 60 | Etfb | 5873 | -0.006 | -0.1702 | No |
| 61 | Gpx4 | 5921 | -0.010 | -0.1738 | No |
| 62 | Cdkn2c | 5974 | -0.013 | -0.1778 | No |
| 63 | Slc19a1 | 6115 | -0.021 | -0.1887 | No |
| 64 | Grpel1 | 6215 | -0.027 | -0.1961 | No |
| 65 | Cavin1 | 6261 | -0.030 | -0.1991 | No |
| 66 | Uqcrq | 6403 | -0.040 | -0.2097 | No |
| 67 | Elmod3 | 6612 | -0.053 | -0.2255 | No |
| 68 | Nkiras1 | 6669 | -0.056 | -0.2288 | No |
| 69 | Mrpl15 | 6702 | -0.057 | -0.2301 | No |
| 70 | Gpat4 | 6726 | -0.059 | -0.2307 | No |
| 71 | Tank | 6811 | -0.065 | -0.2361 | No |
| 72 | Cd151 | 6832 | -0.067 | -0.2362 | No |
| 73 | Vegfb | 6972 | -0.075 | -0.2458 | No |
| 74 | Esyt1 | 7028 | -0.078 | -0.2486 | No |
| 75 | Chuk | 7056 | -0.080 | -0.2490 | No |
| 76 | Mccc1 | 7057 | -0.080 | -0.2472 | No |
| 77 | Ech1 | 7120 | -0.084 | -0.2504 | No |
| 78 | Dhrs7 | 7191 | -0.090 | -0.2540 | No |
| 79 | Gbe1 | 7240 | -0.094 | -0.2559 | No |
| 80 | Cox7b | 7432 | -0.106 | -0.2691 | No |
| 81 | Rnf11 | 7525 | -0.112 | -0.2740 | No |
| 82 | Dbt | 7552 | -0.114 | -0.2736 | No |
| 83 | Sorbs1 | 7606 | -0.118 | -0.2753 | No |
| 84 | Rreb1 | 7693 | -0.124 | -0.2795 | No |
| 85 | Scarb1 | 7859 | -0.135 | -0.2900 | No |
| 86 | Itsn1 | 8035 | -0.147 | -0.3009 | No |
| 87 | Lipe | 8071 | -0.149 | -0.3005 | No |
| 88 | Por | 8101 | -0.152 | -0.2994 | No |
| 89 | Lpcat3 | 8152 | -0.155 | -0.3001 | No |
| 90 | C3 | 8158 | -0.155 | -0.2970 | No |
| 91 | Plin2 | 8272 | -0.163 | -0.3026 | No |
| 92 | Sdhb | 8433 | -0.174 | -0.3117 | No |
| 93 | Abcb8 | 8465 | -0.176 | -0.3103 | No |
| 94 | Ghitm | 8605 | -0.187 | -0.3175 | No |
| 95 | Cs | 8664 | -0.191 | -0.3179 | No |
| 96 | Itih5 | 8665 | -0.191 | -0.3137 | No |
| 97 | Uqcrc1 | 8718 | -0.195 | -0.3135 | No |
| 98 | Pim3 | 8762 | -0.199 | -0.3126 | No |
| 99 | Rtn3 | 8829 | -0.205 | -0.3134 | No |
| 100 | Dhcr7 | 8887 | -0.209 | -0.3134 | No |
| 101 | Aco2 | 8915 | -0.211 | -0.3109 | No |
| 102 | Bcl2l13 | 8998 | -0.216 | -0.3128 | No |
| 103 | Gpam | 9069 | -0.221 | -0.3135 | No |
| 104 | Tkt | 9110 | -0.224 | -0.3118 | No |
| 105 | Elovl6 | 9126 | -0.226 | -0.3080 | No |
| 106 | Pgm1 | 9211 | -0.231 | -0.3097 | No |
| 107 | Esrra | 9270 | -0.236 | -0.3091 | No |
| 108 | Cmpk1 | 9557 | -0.262 | -0.3266 | Yes |
| 109 | Ndufb7 | 9560 | -0.262 | -0.3209 | Yes |
| 110 | Idh3a | 9581 | -0.263 | -0.3167 | Yes |
| 111 | Dram2 | 9692 | -0.273 | -0.3195 | Yes |
| 112 | Acadl | 9708 | -0.274 | -0.3146 | Yes |
| 113 | Adipor2 | 9816 | -0.284 | -0.3170 | Yes |
| 114 | Dnajc15 | 9969 | -0.298 | -0.3228 | Yes |
| 115 | Prdx3 | 10059 | -0.306 | -0.3232 | Yes |
| 116 | Angpt1 | 10129 | -0.310 | -0.3219 | Yes |
| 117 | Apoe | 10162 | -0.313 | -0.3175 | Yes |
| 118 | Idh3g | 10163 | -0.313 | -0.3105 | Yes |
| 119 | Cyc1 | 10259 | -0.322 | -0.3111 | Yes |
| 120 | Retsat | 10305 | -0.326 | -0.3075 | Yes |
| 121 | Bckdha | 10332 | -0.329 | -0.3023 | Yes |
| 122 | Crat | 10336 | -0.330 | -0.2952 | Yes |
| 123 | Dhrs7b | 10371 | -0.334 | -0.2905 | Yes |
| 124 | Slc25a1 | 10490 | -0.346 | -0.2924 | Yes |
| 125 | Sdhc | 10567 | -0.355 | -0.2907 | Yes |
| 126 | Immt | 10600 | -0.361 | -0.2852 | Yes |
| 127 | Acox1 | 10685 | -0.370 | -0.2838 | Yes |
| 128 | Pfkl | 10751 | -0.378 | -0.2807 | Yes |
| 129 | Nmt1 | 10804 | -0.385 | -0.2764 | Yes |
| 130 | Acads | 10820 | -0.387 | -0.2690 | Yes |
| 131 | Echs1 | 10896 | -0.396 | -0.2662 | Yes |
| 132 | Abca1 | 11040 | -0.416 | -0.2686 | Yes |
| 133 | Arl4a | 11089 | -0.421 | -0.2631 | Yes |
| 134 | Atp1b3 | 11157 | -0.430 | -0.2590 | Yes |
| 135 | Slc1a5 | 11214 | -0.440 | -0.2538 | Yes |
| 136 | Ubc | 11339 | -0.463 | -0.2535 | Yes |
| 137 | Uqcr11 | 11364 | -0.466 | -0.2451 | Yes |
| 138 | Cox8a | 11430 | -0.481 | -0.2397 | Yes |
| 139 | Coq5 | 11433 | -0.481 | -0.2291 | Yes |
| 140 | Ptger3 | 11518 | -0.496 | -0.2249 | Yes |
| 141 | Scp2 | 11522 | -0.498 | -0.2140 | Yes |
| 142 | Aldh2 | 11567 | -0.506 | -0.2063 | Yes |
| 143 | Mtch2 | 11612 | -0.514 | -0.1985 | Yes |
| 144 | Cox6a1 | 11687 | -0.531 | -0.1927 | Yes |
| 145 | Mdh2 | 11772 | -0.552 | -0.1872 | Yes |
| 146 | Coq3 | 11802 | -0.563 | -0.1770 | Yes |
| 147 | Hibch | 11915 | -0.598 | -0.1728 | Yes |
| 148 | Araf | 11942 | -0.607 | -0.1614 | Yes |
| 149 | Idh1 | 11973 | -0.617 | -0.1501 | Yes |
| 150 | Ndufa5 | 11978 | -0.619 | -0.1366 | Yes |
| 151 | Gphn | 12071 | -0.649 | -0.1296 | Yes |
| 152 | Ndufs3 | 12074 | -0.651 | -0.1153 | Yes |
| 153 | Aifm1 | 12084 | -0.657 | -0.1013 | Yes |
| 154 | Ddt | 12140 | -0.691 | -0.0904 | Yes |
| 155 | Stat5a | 12288 | -0.806 | -0.0844 | Yes |
| 156 | Gadd45a | 12321 | -0.845 | -0.0682 | Yes |
| 157 | Hadh | 12405 | -1.025 | -0.0521 | Yes |
| 158 | Taldo1 | 12408 | -1.040 | -0.0291 | Yes |
| 159 | Acaa2 | 12438 | -1.422 | 0.0002 | Yes |

