| Dataset | Mast.Mast_Pheno.cls #Group2_versus_Group4.Mast_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | Mast_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.32076007 |
| Normalized Enrichment Score (NES) | -1.4155922 |
| Nominal p-value | 0.025793651 |
| FDR q-value | 0.46207848 |
| FWER p-Value | 0.527 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Stom | 38 | 0.953 | 0.0167 | No |
| 2 | Dhrs7 | 251 | 0.675 | 0.0135 | No |
| 3 | Coq9 | 277 | 0.657 | 0.0251 | No |
| 4 | Preb | 318 | 0.639 | 0.0351 | No |
| 5 | Map4k3 | 444 | 0.588 | 0.0372 | No |
| 6 | Idh3a | 454 | 0.586 | 0.0486 | No |
| 7 | Ccng2 | 623 | 0.535 | 0.0461 | No |
| 8 | Angptl4 | 715 | 0.509 | 0.0492 | No |
| 9 | Ak2 | 804 | 0.485 | 0.0522 | No |
| 10 | Uqcr10 | 822 | 0.481 | 0.0608 | No |
| 11 | Atl2 | 887 | 0.468 | 0.0653 | No |
| 12 | Ppm1b | 954 | 0.453 | 0.0693 | No |
| 13 | G3bp2 | 1036 | 0.442 | 0.0719 | No |
| 14 | Phldb1 | 1058 | 0.437 | 0.0793 | No |
| 15 | Gpx4 | 1098 | 0.434 | 0.0851 | No |
| 16 | Acadm | 1211 | 0.419 | 0.0847 | No |
| 17 | Fah | 1337 | 0.397 | 0.0828 | No |
| 18 | Ndufab1 | 1635 | 0.353 | 0.0660 | No |
| 19 | Agpat3 | 1786 | 0.332 | 0.0606 | No |
| 20 | Mtarc2 | 1964 | 0.311 | 0.0527 | No |
| 21 | Qdpr | 2327 | 0.269 | 0.0288 | No |
| 22 | Mgll | 2451 | 0.258 | 0.0242 | No |
| 23 | Chuk | 2492 | 0.253 | 0.0262 | No |
| 24 | Phyh | 2523 | 0.250 | 0.0289 | No |
| 25 | Slc27a1 | 2613 | 0.242 | 0.0267 | No |
| 26 | Decr1 | 2710 | 0.233 | 0.0237 | No |
| 27 | Ptcd3 | 2748 | 0.230 | 0.0255 | No |
| 28 | Pex14 | 2838 | 0.223 | 0.0229 | No |
| 29 | Ppp1r15b | 2895 | 0.217 | 0.0228 | No |
| 30 | Acox1 | 3065 | 0.199 | 0.0132 | No |
| 31 | Gphn | 3068 | 0.199 | 0.0172 | No |
| 32 | Cdkn2c | 3090 | 0.198 | 0.0196 | No |
| 33 | Itsn1 | 3111 | 0.197 | 0.0221 | No |
| 34 | Cd151 | 3212 | 0.186 | 0.0178 | No |
| 35 | Dld | 3479 | 0.164 | -0.0005 | No |
| 36 | Slc25a10 | 3613 | 0.152 | -0.0081 | No |
| 37 | Dhcr7 | 3619 | 0.152 | -0.0054 | No |
| 38 | Ubqln1 | 3643 | 0.149 | -0.0042 | No |
| 39 | Abca1 | 3713 | 0.142 | -0.0068 | No |
| 40 | Nmt1 | 3762 | 0.138 | -0.0079 | No |
| 41 | Reep5 | 3818 | 0.135 | -0.0095 | No |
| 42 | Elmod3 | 3962 | 0.126 | -0.0186 | No |
| 43 | Pdcd4 | 4132 | 0.112 | -0.0300 | No |
| 44 | Riok3 | 4186 | 0.109 | -0.0321 | No |
| 45 | Aplp2 | 4237 | 0.104 | -0.0340 | No |
| 46 | Nabp1 | 4389 | 0.091 | -0.0444 | No |
| 47 | Tob1 | 4540 | 0.080 | -0.0549 | No |
| 48 | Immt | 4678 | 0.069 | -0.0647 | No |
| 49 | Sorbs1 | 4731 | 0.066 | -0.0675 | No |
| 50 | Rnf11 | 4742 | 0.065 | -0.0670 | No |
| 51 | Nkiras1 | 4947 | 0.052 | -0.0825 | No |
| 52 | Dgat1 | 4971 | 0.051 | -0.0833 | No |
| 53 | Pgm1 | 5084 | 0.043 | -0.0915 | No |
| 54 | Miga2 | 5541 | 0.014 | -0.1284 | No |
| 55 | Aldoa | 5614 | 0.009 | -0.1341 | No |
| 56 | Bcl6 | 5648 | 0.006 | -0.1366 | No |
| 57 | Mccc1 | 5697 | 0.002 | -0.1405 | No |
| 58 | Dlat | 5801 | -0.004 | -0.1488 | No |
| 59 | Cavin1 | 5849 | -0.008 | -0.1525 | No |
| 60 | Rmdn3 | 5875 | -0.010 | -0.1543 | No |
| 61 | Cpt2 | 5956 | -0.015 | -0.1605 | No |
| 62 | Rtn3 | 6428 | -0.049 | -0.1978 | No |
| 63 | Mgst3 | 6433 | -0.049 | -0.1971 | No |
| 64 | Pemt | 6438 | -0.049 | -0.1964 | No |
| 65 | Cs | 6488 | -0.052 | -0.1993 | No |
| 66 | Baz2a | 6511 | -0.054 | -0.2000 | No |
| 67 | Plin2 | 6784 | -0.073 | -0.2206 | No |
| 68 | Ucp2 | 6833 | -0.076 | -0.2229 | No |
| 69 | Slc5a6 | 6903 | -0.080 | -0.2269 | No |
| 70 | Adcy6 | 6963 | -0.084 | -0.2299 | No |
| 71 | Retsat | 7227 | -0.103 | -0.2492 | No |
| 72 | Samm50 | 7287 | -0.106 | -0.2518 | No |
| 73 | Tank | 7345 | -0.110 | -0.2541 | No |
| 74 | Idh3g | 7408 | -0.114 | -0.2568 | No |
| 75 | Ifngr1 | 7497 | -0.119 | -0.2615 | No |
| 76 | Sod1 | 7557 | -0.122 | -0.2638 | No |
| 77 | Scp2 | 7583 | -0.125 | -0.2632 | No |
| 78 | Hadh | 7789 | -0.138 | -0.2770 | No |
| 79 | Esrra | 7808 | -0.139 | -0.2756 | No |
| 80 | Ghitm | 7831 | -0.141 | -0.2745 | No |
| 81 | Uck1 | 7908 | -0.146 | -0.2776 | No |
| 82 | Cox8a | 8023 | -0.154 | -0.2837 | No |
| 83 | Bckdha | 8140 | -0.163 | -0.2898 | No |
| 84 | Apoe | 8273 | -0.172 | -0.2969 | No |
| 85 | Angpt1 | 8314 | -0.176 | -0.2965 | No |
| 86 | Suclg1 | 8348 | -0.179 | -0.2955 | No |
| 87 | Acly | 8373 | -0.181 | -0.2937 | No |
| 88 | Rreb1 | 8382 | -0.181 | -0.2906 | No |
| 89 | Mrpl15 | 8422 | -0.184 | -0.2899 | No |
| 90 | Mtch2 | 8464 | -0.186 | -0.2894 | No |
| 91 | Cat | 8560 | -0.192 | -0.2931 | No |
| 92 | Cox7b | 8613 | -0.197 | -0.2933 | No |
| 93 | Ech1 | 8671 | -0.202 | -0.2937 | No |
| 94 | Elovl6 | 8722 | -0.205 | -0.2935 | No |
| 95 | Coq5 | 8739 | -0.207 | -0.2905 | No |
| 96 | Ndufs3 | 8747 | -0.207 | -0.2868 | No |
| 97 | Grpel1 | 8788 | -0.210 | -0.2857 | No |
| 98 | Uqcrq | 8861 | -0.216 | -0.2870 | No |
| 99 | Adipor2 | 8899 | -0.219 | -0.2855 | No |
| 100 | Scarb1 | 8909 | -0.220 | -0.2816 | No |
| 101 | Atp1b3 | 9034 | -0.229 | -0.2870 | No |
| 102 | Dnajb9 | 9074 | -0.233 | -0.2853 | No |
| 103 | Gpd2 | 9193 | -0.243 | -0.2899 | No |
| 104 | Aco2 | 9206 | -0.244 | -0.2858 | No |
| 105 | Gpat4 | 9283 | -0.251 | -0.2867 | No |
| 106 | Ddt | 9332 | -0.253 | -0.2854 | No |
| 107 | Sdhc | 9354 | -0.255 | -0.2818 | No |
| 108 | Ptger3 | 9372 | -0.256 | -0.2779 | No |
| 109 | Tkt | 9671 | -0.278 | -0.2963 | No |
| 110 | Bcl2l13 | 9972 | -0.304 | -0.3144 | Yes |
| 111 | Uqcrc1 | 10004 | -0.306 | -0.3106 | Yes |
| 112 | Dram2 | 10050 | -0.311 | -0.3078 | Yes |
| 113 | Jagn1 | 10095 | -0.315 | -0.3048 | Yes |
| 114 | Ndufb7 | 10131 | -0.318 | -0.3011 | Yes |
| 115 | Echs1 | 10171 | -0.322 | -0.2975 | Yes |
| 116 | Cmpk1 | 10268 | -0.333 | -0.2984 | Yes |
| 117 | Gbe1 | 10323 | -0.339 | -0.2958 | Yes |
| 118 | C3 | 10326 | -0.339 | -0.2889 | Yes |
| 119 | Itih5 | 10368 | -0.344 | -0.2851 | Yes |
| 120 | Stat5a | 10476 | -0.354 | -0.2864 | Yes |
| 121 | Crat | 10479 | -0.354 | -0.2792 | Yes |
| 122 | Pfkfb3 | 10568 | -0.366 | -0.2788 | Yes |
| 123 | Hibch | 10698 | -0.380 | -0.2814 | Yes |
| 124 | Por | 10717 | -0.383 | -0.2749 | Yes |
| 125 | Lpcat3 | 10756 | -0.388 | -0.2699 | Yes |
| 126 | Cyc1 | 10776 | -0.390 | -0.2634 | Yes |
| 127 | Slc19a1 | 10812 | -0.393 | -0.2581 | Yes |
| 128 | Sdhb | 10829 | -0.395 | -0.2512 | Yes |
| 129 | Acads | 10892 | -0.402 | -0.2478 | Yes |
| 130 | Ubc | 10941 | -0.410 | -0.2432 | Yes |
| 131 | Vegfb | 10958 | -0.412 | -0.2360 | Yes |
| 132 | Uqcr11 | 10992 | -0.416 | -0.2300 | Yes |
| 133 | Slc25a1 | 11045 | -0.425 | -0.2254 | Yes |
| 134 | Pim3 | 11050 | -0.425 | -0.2169 | Yes |
| 135 | Araf | 11239 | -0.448 | -0.2229 | Yes |
| 136 | Acadl | 11307 | -0.460 | -0.2188 | Yes |
| 137 | Cox6a1 | 11319 | -0.462 | -0.2100 | Yes |
| 138 | Prdx3 | 11350 | -0.467 | -0.2028 | Yes |
| 139 | Ywhag | 11449 | -0.483 | -0.2007 | Yes |
| 140 | Dhrs7b | 11551 | -0.500 | -0.1986 | Yes |
| 141 | Gpam | 11617 | -0.514 | -0.1932 | Yes |
| 142 | Aifm1 | 11709 | -0.531 | -0.1895 | Yes |
| 143 | Ndufa5 | 11716 | -0.533 | -0.1789 | Yes |
| 144 | Slc1a5 | 11752 | -0.544 | -0.1705 | Yes |
| 145 | Idh1 | 11793 | -0.557 | -0.1622 | Yes |
| 146 | Pfkl | 11800 | -0.560 | -0.1510 | Yes |
| 147 | Aldh2 | 11901 | -0.589 | -0.1469 | Yes |
| 148 | Lipe | 11906 | -0.592 | -0.1349 | Yes |
| 149 | Dnajc15 | 11945 | -0.605 | -0.1255 | Yes |
| 150 | Esyt1 | 11950 | -0.606 | -0.1132 | Yes |
| 151 | Mdh2 | 12043 | -0.633 | -0.1075 | Yes |
| 152 | Arl4a | 12050 | -0.634 | -0.0949 | Yes |
| 153 | Etfb | 12086 | -0.647 | -0.0842 | Yes |
| 154 | Gadd45a | 12109 | -0.660 | -0.0723 | Yes |
| 155 | Dbt | 12264 | -0.756 | -0.0691 | Yes |
| 156 | Coq3 | 12299 | -0.787 | -0.0556 | Yes |
| 157 | Acaa2 | 12402 | -0.982 | -0.0434 | Yes |
| 158 | Taldo1 | 12421 | -1.103 | -0.0220 | Yes |
| 159 | Abcb8 | 12424 | -1.132 | 0.0014 | Yes |

