| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group2.GMP.mono_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.41795152 |
| Normalized Enrichment Score (NES) | -1.8285902 |
| Nominal p-value | 0.005882353 |
| FDR q-value | 0.037349943 |
| FWER p-Value | 0.039 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Adcy6 | 345 | 0.694 | 0.0001 | No |
| 2 | Sult1a1 | 415 | 0.663 | 0.0114 | No |
| 3 | Col15a1 | 767 | 0.576 | 0.0087 | No |
| 4 | Pparg | 842 | 0.561 | 0.0176 | No |
| 5 | Elmod3 | 1763 | 0.435 | -0.0124 | No |
| 6 | Bckdha | 1829 | 0.429 | -0.0060 | No |
| 7 | Map4k3 | 3145 | 0.336 | -0.0549 | No |
| 8 | Fah | 3236 | 0.330 | -0.0517 | No |
| 9 | Pdcd4 | 3363 | 0.323 | -0.0502 | No |
| 10 | Cavin1 | 3465 | 0.316 | -0.0477 | No |
| 11 | Araf | 3613 | 0.306 | -0.0474 | No |
| 12 | Cyp4b1 | 3680 | 0.301 | -0.0438 | No |
| 13 | Gpx4 | 4079 | 0.278 | -0.0548 | No |
| 14 | Nkiras1 | 4163 | 0.274 | -0.0525 | No |
| 15 | Dbt | 4295 | 0.267 | -0.0524 | No |
| 16 | Slc27a1 | 4681 | 0.247 | -0.0635 | No |
| 17 | Dnajb9 | 4869 | 0.238 | -0.0664 | No |
| 18 | Gbe1 | 4895 | 0.237 | -0.0624 | No |
| 19 | Angpt1 | 5116 | 0.228 | -0.0669 | No |
| 20 | Coq9 | 5203 | 0.223 | -0.0658 | No |
| 21 | Lpl | 5379 | 0.216 | -0.0687 | No |
| 22 | Pgm1 | 5999 | 0.193 | -0.0909 | No |
| 23 | Acox1 | 6092 | 0.190 | -0.0908 | No |
| 24 | Idh3g | 6214 | 0.184 | -0.0920 | No |
| 25 | Hibch | 6287 | 0.182 | -0.0912 | No |
| 26 | Ucp2 | 6321 | 0.180 | -0.0888 | No |
| 27 | Rreb1 | 6511 | 0.173 | -0.0932 | No |
| 28 | Decr1 | 7166 | 0.150 | -0.1179 | No |
| 29 | Slc25a10 | 7245 | 0.147 | -0.1180 | No |
| 30 | Idh1 | 7384 | 0.143 | -0.1209 | No |
| 31 | C3 | 7866 | 0.126 | -0.1387 | No |
| 32 | Agpat3 | 7990 | 0.121 | -0.1414 | No |
| 33 | Tob1 | 8038 | 0.120 | -0.1408 | No |
| 34 | Itsn1 | 8180 | 0.115 | -0.1444 | No |
| 35 | Phyh | 8232 | 0.113 | -0.1441 | No |
| 36 | Omd | 8405 | 0.107 | -0.1492 | No |
| 37 | Adipoq | 8426 | 0.107 | -0.1477 | No |
| 38 | Gpx3 | 8647 | 0.099 | -0.1550 | No |
| 39 | Ppm1b | 8689 | 0.098 | -0.1547 | No |
| 40 | Ccng2 | 8857 | 0.093 | -0.1598 | No |
| 41 | Aldh2 | 8895 | 0.092 | -0.1594 | No |
| 42 | Mccc1 | 8973 | 0.090 | -0.1608 | No |
| 43 | Vegfb | 9427 | 0.075 | -0.1785 | No |
| 44 | Tank | 9485 | 0.073 | -0.1794 | No |
| 45 | Dgat1 | 9839 | 0.062 | -0.1931 | No |
| 46 | Bcl2l13 | 9849 | 0.062 | -0.1922 | No |
| 47 | Baz2a | 9919 | 0.060 | -0.1938 | No |
| 48 | Sqor | 9965 | 0.058 | -0.1945 | No |
| 49 | Cmbl | 10017 | 0.056 | -0.1955 | No |
| 50 | Me1 | 10348 | 0.047 | -0.2086 | No |
| 51 | Echs1 | 10390 | 0.045 | -0.2093 | No |
| 52 | Cpt2 | 10449 | 0.043 | -0.2109 | No |
| 53 | Atl2 | 10679 | 0.036 | -0.2199 | No |
| 54 | Rnf11 | 10870 | 0.030 | -0.2274 | No |
| 55 | Dnajc15 | 11079 | 0.023 | -0.2357 | No |
| 56 | Stat5a | 11221 | 0.019 | -0.2414 | No |
| 57 | Slc5a6 | 11338 | 0.014 | -0.2460 | No |
| 58 | Adipor2 | 11465 | 0.010 | -0.2512 | No |
| 59 | Hadh | 11635 | 0.006 | -0.2582 | No |
| 60 | Pfkfb3 | 11725 | 0.004 | -0.2620 | No |
| 61 | Cidea | 11780 | 0.002 | -0.2642 | No |
| 62 | Mrap | 11821 | 0.001 | -0.2659 | No |
| 63 | Dram2 | 12001 | -0.004 | -0.2734 | No |
| 64 | Ndufs3 | 12019 | -0.005 | -0.2741 | No |
| 65 | Acadm | 12056 | -0.006 | -0.2755 | No |
| 66 | Cdkn2c | 12093 | -0.007 | -0.2769 | No |
| 67 | Cd36 | 12140 | -0.008 | -0.2787 | No |
| 68 | Coq5 | 12259 | -0.012 | -0.2834 | No |
| 69 | Pex14 | 12882 | -0.031 | -0.3093 | No |
| 70 | Gpam | 12912 | -0.032 | -0.3099 | No |
| 71 | Dhrs7 | 12941 | -0.033 | -0.3104 | No |
| 72 | Lipe | 12966 | -0.034 | -0.3106 | No |
| 73 | Gpat4 | 12971 | -0.034 | -0.3101 | No |
| 74 | Apoe | 13189 | -0.041 | -0.3185 | No |
| 75 | Slc1a5 | 13191 | -0.041 | -0.3176 | No |
| 76 | Dhrs7b | 13287 | -0.044 | -0.3207 | No |
| 77 | Aplp2 | 13318 | -0.045 | -0.3211 | No |
| 78 | Riok3 | 14015 | -0.067 | -0.3493 | No |
| 79 | Gpd2 | 14135 | -0.071 | -0.3529 | No |
| 80 | Ubqln1 | 14142 | -0.071 | -0.3516 | No |
| 81 | Elovl6 | 14473 | -0.080 | -0.3640 | No |
| 82 | Cat | 14570 | -0.083 | -0.3663 | No |
| 83 | Rtn3 | 14574 | -0.083 | -0.3647 | No |
| 84 | Uck1 | 14723 | -0.088 | -0.3691 | No |
| 85 | Ndufa5 | 14909 | -0.094 | -0.3750 | No |
| 86 | Crat | 15022 | -0.098 | -0.3776 | No |
| 87 | Samm50 | 15032 | -0.099 | -0.3759 | No |
| 88 | Rab34 | 15180 | -0.104 | -0.3800 | No |
| 89 | Acaa2 | 15450 | -0.113 | -0.3890 | No |
| 90 | Bcl6 | 15490 | -0.115 | -0.3882 | No |
| 91 | Abcb8 | 15498 | -0.115 | -0.3861 | No |
| 92 | Ephx2 | 15578 | -0.118 | -0.3869 | No |
| 93 | Sspn | 15763 | -0.124 | -0.3921 | No |
| 94 | Slc19a1 | 15991 | -0.130 | -0.3990 | No |
| 95 | Ywhag | 16003 | -0.131 | -0.3967 | No |
| 96 | Dld | 16129 | -0.135 | -0.3991 | No |
| 97 | Chuk | 16248 | -0.139 | -0.4012 | No |
| 98 | Fzd4 | 16271 | -0.140 | -0.3991 | No |
| 99 | Tst | 16713 | -0.155 | -0.4146 | Yes |
| 100 | Scarb1 | 16732 | -0.156 | -0.4121 | Yes |
| 101 | Ifngr1 | 16799 | -0.159 | -0.4115 | Yes |
| 102 | Reep5 | 16861 | -0.161 | -0.4106 | Yes |
| 103 | Lpcat3 | 16862 | -0.161 | -0.4072 | Yes |
| 104 | Ubc | 16951 | -0.164 | -0.4074 | Yes |
| 105 | Plin2 | 16957 | -0.165 | -0.4041 | Yes |
| 106 | Sowahc | 17043 | -0.168 | -0.4042 | Yes |
| 107 | Etfb | 17063 | -0.168 | -0.4014 | Yes |
| 108 | Aifm1 | 17119 | -0.170 | -0.4001 | Yes |
| 109 | Acly | 17135 | -0.171 | -0.3971 | Yes |
| 110 | Immt | 17346 | -0.179 | -0.4022 | Yes |
| 111 | Nmt1 | 17353 | -0.179 | -0.3986 | Yes |
| 112 | Mgst3 | 17377 | -0.180 | -0.3958 | Yes |
| 113 | Phldb1 | 17436 | -0.183 | -0.3943 | Yes |
| 114 | Coq3 | 17471 | -0.184 | -0.3918 | Yes |
| 115 | Qdpr | 17505 | -0.186 | -0.3893 | Yes |
| 116 | Ptcd3 | 17511 | -0.186 | -0.3855 | Yes |
| 117 | Rmdn3 | 17717 | -0.193 | -0.3901 | Yes |
| 118 | Abca1 | 17754 | -0.194 | -0.3875 | Yes |
| 119 | Miga2 | 17807 | -0.197 | -0.3855 | Yes |
| 120 | Sdhc | 17854 | -0.199 | -0.3832 | Yes |
| 121 | Ghitm | 18032 | -0.205 | -0.3864 | Yes |
| 122 | Itih5 | 18091 | -0.207 | -0.3844 | Yes |
| 123 | Preb | 18212 | -0.212 | -0.3850 | Yes |
| 124 | Sorbs1 | 18312 | -0.216 | -0.3846 | Yes |
| 125 | Esrra | 18426 | -0.221 | -0.3847 | Yes |
| 126 | Stom | 18546 | -0.227 | -0.3849 | Yes |
| 127 | Enpp2 | 18838 | -0.237 | -0.3923 | Yes |
| 128 | G3bp2 | 18842 | -0.237 | -0.3873 | Yes |
| 129 | Mtarc2 | 19078 | -0.248 | -0.3920 | Yes |
| 130 | Dhcr7 | 19114 | -0.250 | -0.3882 | Yes |
| 131 | Por | 19175 | -0.253 | -0.3853 | Yes |
| 132 | Ndufab1 | 19193 | -0.254 | -0.3806 | Yes |
| 133 | Mtch2 | 19210 | -0.255 | -0.3758 | Yes |
| 134 | Ppp1r15b | 19228 | -0.256 | -0.3711 | Yes |
| 135 | Acads | 19334 | -0.261 | -0.3700 | Yes |
| 136 | Chchd10 | 19371 | -0.263 | -0.3659 | Yes |
| 137 | Arl4a | 19395 | -0.265 | -0.3612 | Yes |
| 138 | Cox8a | 19490 | -0.270 | -0.3594 | Yes |
| 139 | Aco2 | 19688 | -0.279 | -0.3619 | Yes |
| 140 | Ak2 | 19834 | -0.286 | -0.3619 | Yes |
| 141 | Esyt1 | 19853 | -0.287 | -0.3566 | Yes |
| 142 | Uqcrc1 | 19883 | -0.289 | -0.3516 | Yes |
| 143 | Grpel1 | 20065 | -0.298 | -0.3530 | Yes |
| 144 | Pim3 | 20101 | -0.300 | -0.3481 | Yes |
| 145 | Slc25a1 | 20317 | -0.310 | -0.3506 | Yes |
| 146 | Cs | 20337 | -0.311 | -0.3448 | Yes |
| 147 | Dlat | 20499 | -0.321 | -0.3448 | Yes |
| 148 | Scp2 | 20674 | -0.331 | -0.3451 | Yes |
| 149 | Cyc1 | 20746 | -0.335 | -0.3410 | Yes |
| 150 | Ltc4s | 20779 | -0.337 | -0.3351 | Yes |
| 151 | Sdhb | 20782 | -0.338 | -0.3280 | Yes |
| 152 | Atp1b3 | 20996 | -0.351 | -0.3295 | Yes |
| 153 | Sparcl1 | 21110 | -0.358 | -0.3267 | Yes |
| 154 | Aldoa | 21160 | -0.362 | -0.3210 | Yes |
| 155 | Suclg1 | 21163 | -0.362 | -0.3134 | Yes |
| 156 | Acadl | 21304 | -0.373 | -0.3114 | Yes |
| 157 | Lifr | 21314 | -0.373 | -0.3038 | Yes |
| 158 | Retsat | 21340 | -0.376 | -0.2968 | Yes |
| 159 | Cmpk1 | 21436 | -0.382 | -0.2927 | Yes |
| 160 | Ndufb7 | 21682 | -0.399 | -0.2946 | Yes |
| 161 | Ech1 | 21734 | -0.402 | -0.2882 | Yes |
| 162 | Reep6 | 21869 | -0.414 | -0.2851 | Yes |
| 163 | Mgll | 21986 | -0.424 | -0.2809 | Yes |
| 164 | Lama4 | 22015 | -0.428 | -0.2730 | Yes |
| 165 | Itga7 | 22040 | -0.430 | -0.2648 | Yes |
| 166 | Pemt | 22116 | -0.437 | -0.2587 | Yes |
| 167 | Mrpl15 | 22140 | -0.440 | -0.2502 | Yes |
| 168 | Sod1 | 22165 | -0.441 | -0.2418 | Yes |
| 169 | Tkt | 22250 | -0.452 | -0.2357 | Yes |
| 170 | Mdh2 | 22477 | -0.479 | -0.2351 | Yes |
| 171 | Cd302 | 22479 | -0.479 | -0.2249 | Yes |
| 172 | Taldo1 | 22611 | -0.497 | -0.2199 | Yes |
| 173 | Idh3a | 22731 | -0.514 | -0.2140 | Yes |
| 174 | Gphn | 22845 | -0.529 | -0.2075 | Yes |
| 175 | Nabp1 | 22890 | -0.539 | -0.1978 | Yes |
| 176 | Uqcr10 | 23006 | -0.559 | -0.1908 | Yes |
| 177 | Prdx3 | 23067 | -0.573 | -0.1811 | Yes |
| 178 | Pfkl | 23068 | -0.574 | -0.1688 | Yes |
| 179 | Cox7b | 23131 | -0.589 | -0.1588 | Yes |
| 180 | Ddt | 23186 | -0.600 | -0.1483 | Yes |
| 181 | Jagn1 | 23212 | -0.610 | -0.1363 | Yes |
| 182 | Cox6a1 | 23271 | -0.631 | -0.1253 | Yes |
| 183 | Uqcr11 | 23282 | -0.637 | -0.1121 | Yes |
| 184 | Ptger3 | 23330 | -0.655 | -0.1001 | Yes |
| 185 | Uqcrq | 23353 | -0.666 | -0.0868 | Yes |
| 186 | Cd151 | 23388 | -0.683 | -0.0736 | Yes |
| 187 | Angptl4 | 23487 | -0.751 | -0.0617 | Yes |
| 188 | Mylk | 23499 | -0.763 | -0.0459 | Yes |
| 189 | Col4a1 | 23500 | -0.763 | -0.0296 | Yes |
| 190 | Cavin2 | 23524 | -0.797 | -0.0135 | Yes |
| 191 | Gadd45a | 23546 | -0.829 | 0.0033 | Yes |

