| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group3.GMP.mono_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_ADIPOGENESIS |
| Enrichment Score (ES) | -0.31504488 |
| Normalized Enrichment Score (NES) | -1.4293036 |
| Nominal p-value | 0.09142857 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.563 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Cavin1 | 464 | 0.587 | -0.0061 | No |
| 2 | Plin2 | 596 | 0.552 | 0.0012 | No |
| 3 | Tob1 | 711 | 0.531 | 0.0088 | No |
| 4 | Sowahc | 846 | 0.504 | 0.0148 | No |
| 5 | Adipoq | 1380 | 0.421 | 0.0019 | No |
| 6 | C3 | 1477 | 0.411 | 0.0074 | No |
| 7 | Adcy6 | 1587 | 0.399 | 0.0121 | No |
| 8 | Aplp2 | 1632 | 0.395 | 0.0195 | No |
| 9 | Gpx4 | 1705 | 0.390 | 0.0255 | No |
| 10 | Cidea | 1821 | 0.379 | 0.0295 | No |
| 11 | Cdkn2c | 2059 | 0.363 | 0.0278 | No |
| 12 | Ubqln1 | 2189 | 0.352 | 0.0306 | No |
| 13 | Abca1 | 2552 | 0.321 | 0.0226 | No |
| 14 | Pparg | 2698 | 0.311 | 0.0237 | No |
| 15 | Idh1 | 2792 | 0.306 | 0.0269 | No |
| 16 | Ephx2 | 2911 | 0.297 | 0.0288 | No |
| 17 | Me1 | 2982 | 0.294 | 0.0327 | No |
| 18 | Sqor | 3088 | 0.287 | 0.0349 | No |
| 19 | Stom | 3240 | 0.278 | 0.0350 | No |
| 20 | Map4k3 | 3368 | 0.270 | 0.0359 | No |
| 21 | Itsn1 | 3436 | 0.266 | 0.0392 | No |
| 22 | Mccc1 | 3592 | 0.258 | 0.0386 | No |
| 23 | Dld | 3819 | 0.247 | 0.0348 | No |
| 24 | Chuk | 4070 | 0.234 | 0.0296 | No |
| 25 | Lama4 | 4117 | 0.232 | 0.0330 | No |
| 26 | Sparcl1 | 4205 | 0.230 | 0.0347 | No |
| 27 | Col15a1 | 4633 | 0.213 | 0.0215 | No |
| 28 | Acly | 4636 | 0.213 | 0.0263 | No |
| 29 | Esyt1 | 4712 | 0.210 | 0.0281 | No |
| 30 | Pdcd4 | 5282 | 0.189 | 0.0082 | No |
| 31 | Rab34 | 5390 | 0.185 | 0.0080 | No |
| 32 | Ucp2 | 5454 | 0.183 | 0.0095 | No |
| 33 | Ppp1r15b | 5513 | 0.180 | 0.0113 | No |
| 34 | Nkiras1 | 6355 | 0.149 | -0.0211 | No |
| 35 | Ppm1b | 6517 | 0.143 | -0.0246 | No |
| 36 | Ndufs3 | 6838 | 0.133 | -0.0352 | No |
| 37 | Ccng2 | 6941 | 0.129 | -0.0365 | No |
| 38 | Dnajb9 | 6958 | 0.129 | -0.0342 | No |
| 39 | Rreb1 | 7018 | 0.127 | -0.0338 | No |
| 40 | Apoe | 7165 | 0.122 | -0.0371 | No |
| 41 | Fah | 7177 | 0.122 | -0.0347 | No |
| 42 | Slc25a10 | 7454 | 0.115 | -0.0438 | No |
| 43 | Ywhag | 7681 | 0.108 | -0.0510 | No |
| 44 | Gphn | 8072 | 0.096 | -0.0654 | No |
| 45 | Gpam | 8154 | 0.093 | -0.0667 | No |
| 46 | Lpl | 8382 | 0.087 | -0.0743 | No |
| 47 | Rmdn3 | 8426 | 0.086 | -0.0741 | No |
| 48 | Ifngr1 | 8441 | 0.086 | -0.0727 | No |
| 49 | Acox1 | 8487 | 0.084 | -0.0727 | No |
| 50 | Atl2 | 8505 | 0.084 | -0.0714 | No |
| 51 | Tst | 8510 | 0.084 | -0.0697 | No |
| 52 | Tank | 8618 | 0.080 | -0.0724 | No |
| 53 | Fzd4 | 8696 | 0.077 | -0.0738 | No |
| 54 | Pfkfb3 | 8720 | 0.077 | -0.0730 | No |
| 55 | Bcl2l13 | 8857 | 0.072 | -0.0771 | No |
| 56 | Cyp4b1 | 9207 | 0.062 | -0.0906 | No |
| 57 | Gpat4 | 10023 | 0.037 | -0.1245 | No |
| 58 | Gbe1 | 10310 | 0.029 | -0.1360 | No |
| 59 | G3bp2 | 10393 | 0.026 | -0.1389 | No |
| 60 | Elovl6 | 10632 | 0.019 | -0.1486 | No |
| 61 | Cpt2 | 10634 | 0.019 | -0.1482 | No |
| 62 | Riok3 | 10778 | 0.015 | -0.1539 | No |
| 63 | Slc5a6 | 10951 | 0.010 | -0.1610 | No |
| 64 | Ptcd3 | 10955 | 0.010 | -0.1609 | No |
| 65 | Rtn3 | 10959 | 0.010 | -0.1608 | No |
| 66 | Araf | 10985 | 0.009 | -0.1617 | No |
| 67 | Rnf11 | 11248 | 0.001 | -0.1728 | No |
| 68 | Dgat1 | 11254 | 0.001 | -0.1730 | No |
| 69 | Itga7 | 11315 | 0.000 | -0.1756 | No |
| 70 | Immt | 11692 | -0.008 | -0.1914 | No |
| 71 | Dram2 | 11715 | -0.009 | -0.1922 | No |
| 72 | Dhrs7b | 11761 | -0.010 | -0.1939 | No |
| 73 | Agpat3 | 11767 | -0.011 | -0.1938 | No |
| 74 | Slc27a1 | 11790 | -0.011 | -0.1945 | No |
| 75 | Dlat | 11877 | -0.014 | -0.1978 | No |
| 76 | Aco2 | 11914 | -0.015 | -0.1990 | No |
| 77 | Reep5 | 11947 | -0.016 | -0.2000 | No |
| 78 | Gpx3 | 12068 | -0.019 | -0.2047 | No |
| 79 | Cmbl | 12347 | -0.027 | -0.2159 | No |
| 80 | Mrap | 12718 | -0.037 | -0.2308 | No |
| 81 | Grpel1 | 12867 | -0.042 | -0.2362 | No |
| 82 | Lpcat3 | 12912 | -0.043 | -0.2370 | No |
| 83 | Hibch | 12937 | -0.044 | -0.2370 | No |
| 84 | Samm50 | 12962 | -0.045 | -0.2370 | No |
| 85 | Sult1a1 | 13154 | -0.050 | -0.2440 | No |
| 86 | Sorbs1 | 13173 | -0.051 | -0.2436 | No |
| 87 | Pex14 | 13325 | -0.057 | -0.2487 | No |
| 88 | Baz2a | 13401 | -0.059 | -0.2505 | No |
| 89 | Mtch2 | 13461 | -0.061 | -0.2516 | No |
| 90 | Preb | 13568 | -0.064 | -0.2546 | No |
| 91 | Ghitm | 13700 | -0.069 | -0.2586 | No |
| 92 | Pgm1 | 13800 | -0.072 | -0.2611 | No |
| 93 | Acadm | 13819 | -0.072 | -0.2602 | No |
| 94 | Scarb1 | 14013 | -0.078 | -0.2666 | No |
| 95 | Idh3a | 14428 | -0.091 | -0.2822 | No |
| 96 | Slc19a1 | 14635 | -0.097 | -0.2887 | No |
| 97 | Idh3g | 14641 | -0.098 | -0.2866 | No |
| 98 | Dnajc15 | 14766 | -0.102 | -0.2895 | No |
| 99 | Etfb | 14963 | -0.109 | -0.2953 | No |
| 100 | Ak2 | 15043 | -0.111 | -0.2961 | No |
| 101 | Nabp1 | 15076 | -0.112 | -0.2949 | No |
| 102 | Abcb8 | 15345 | -0.121 | -0.3035 | No |
| 103 | Slc1a5 | 15566 | -0.129 | -0.3098 | No |
| 104 | Mtarc2 | 15581 | -0.130 | -0.3074 | No |
| 105 | Aifm1 | 15713 | -0.135 | -0.3098 | No |
| 106 | Bckdha | 15739 | -0.135 | -0.3077 | No |
| 107 | Aldoa | 15756 | -0.136 | -0.3052 | No |
| 108 | Cs | 15987 | -0.145 | -0.3117 | Yes |
| 109 | Coq9 | 16021 | -0.146 | -0.3097 | Yes |
| 110 | Dhrs7 | 16057 | -0.147 | -0.3077 | Yes |
| 111 | Gpd2 | 16172 | -0.151 | -0.3090 | Yes |
| 112 | Esrra | 16182 | -0.152 | -0.3059 | Yes |
| 113 | Adipor2 | 16322 | -0.155 | -0.3082 | Yes |
| 114 | Stat5a | 16473 | -0.161 | -0.3108 | Yes |
| 115 | Lifr | 16478 | -0.161 | -0.3072 | Yes |
| 116 | Tkt | 16490 | -0.162 | -0.3039 | Yes |
| 117 | Mdh2 | 16509 | -0.162 | -0.3009 | Yes |
| 118 | Uck1 | 16526 | -0.163 | -0.2978 | Yes |
| 119 | Echs1 | 16574 | -0.165 | -0.2959 | Yes |
| 120 | Atp1b3 | 16619 | -0.166 | -0.2939 | Yes |
| 121 | Aldh2 | 16875 | -0.175 | -0.3007 | Yes |
| 122 | Ubc | 17055 | -0.180 | -0.3041 | Yes |
| 123 | Nmt1 | 17072 | -0.180 | -0.3006 | Yes |
| 124 | Ddt | 17211 | -0.186 | -0.3021 | Yes |
| 125 | Ndufa5 | 17493 | -0.197 | -0.3095 | Yes |
| 126 | Qdpr | 17553 | -0.199 | -0.3074 | Yes |
| 127 | Elmod3 | 17664 | -0.204 | -0.3073 | Yes |
| 128 | Hadh | 17683 | -0.205 | -0.3033 | Yes |
| 129 | Cd36 | 17686 | -0.205 | -0.2986 | Yes |
| 130 | Scp2 | 17778 | -0.209 | -0.2976 | Yes |
| 131 | Uqcrc1 | 18080 | -0.222 | -0.3052 | Yes |
| 132 | Cmpk1 | 18101 | -0.224 | -0.3009 | Yes |
| 133 | Dbt | 18173 | -0.227 | -0.2986 | Yes |
| 134 | Prdx3 | 18182 | -0.227 | -0.2936 | Yes |
| 135 | Acadl | 18211 | -0.229 | -0.2894 | Yes |
| 136 | Crat | 18229 | -0.230 | -0.2848 | Yes |
| 137 | Mrpl15 | 18424 | -0.239 | -0.2875 | Yes |
| 138 | Suclg1 | 18462 | -0.240 | -0.2835 | Yes |
| 139 | Pfkl | 18553 | -0.244 | -0.2816 | Yes |
| 140 | Sspn | 18784 | -0.254 | -0.2855 | Yes |
| 141 | Ndufab1 | 18823 | -0.255 | -0.2811 | Yes |
| 142 | Retsat | 18846 | -0.255 | -0.2761 | Yes |
| 143 | Ech1 | 18917 | -0.258 | -0.2731 | Yes |
| 144 | Decr1 | 18920 | -0.258 | -0.2671 | Yes |
| 145 | Sod1 | 18955 | -0.261 | -0.2625 | Yes |
| 146 | Pemt | 19023 | -0.263 | -0.2592 | Yes |
| 147 | Bcl6 | 19585 | -0.288 | -0.2764 | Yes |
| 148 | Cat | 19687 | -0.292 | -0.2739 | Yes |
| 149 | Coq5 | 19754 | -0.295 | -0.2698 | Yes |
| 150 | Chchd10 | 19758 | -0.295 | -0.2630 | Yes |
| 151 | Sdhb | 19857 | -0.300 | -0.2602 | Yes |
| 152 | Acaa2 | 19941 | -0.305 | -0.2566 | Yes |
| 153 | Arl4a | 19986 | -0.307 | -0.2513 | Yes |
| 154 | Dhcr7 | 20019 | -0.309 | -0.2454 | Yes |
| 155 | Mgst3 | 20134 | -0.315 | -0.2430 | Yes |
| 156 | Por | 20209 | -0.319 | -0.2387 | Yes |
| 157 | Itih5 | 20519 | -0.337 | -0.2440 | Yes |
| 158 | Col4a1 | 20744 | -0.351 | -0.2453 | Yes |
| 159 | Lipe | 20796 | -0.354 | -0.2392 | Yes |
| 160 | Phldb1 | 20877 | -0.360 | -0.2342 | Yes |
| 161 | Uqcrq | 21008 | -0.368 | -0.2311 | Yes |
| 162 | Mgll | 21154 | -0.378 | -0.2285 | Yes |
| 163 | Slc25a1 | 21323 | -0.389 | -0.2266 | Yes |
| 164 | Cyc1 | 21337 | -0.390 | -0.2180 | Yes |
| 165 | Cox7b | 21489 | -0.401 | -0.2151 | Yes |
| 166 | Cd302 | 21512 | -0.402 | -0.2066 | Yes |
| 167 | Miga2 | 21516 | -0.403 | -0.1973 | Yes |
| 168 | Cd151 | 21524 | -0.403 | -0.1882 | Yes |
| 169 | Mylk | 21563 | -0.407 | -0.1803 | Yes |
| 170 | Coq3 | 21577 | -0.409 | -0.1713 | Yes |
| 171 | Sdhc | 21641 | -0.413 | -0.1643 | Yes |
| 172 | Uqcr11 | 21700 | -0.421 | -0.1570 | Yes |
| 173 | Gadd45a | 21810 | -0.431 | -0.1516 | Yes |
| 174 | Cox6a1 | 21861 | -0.436 | -0.1435 | Yes |
| 175 | Omd | 21945 | -0.443 | -0.1367 | Yes |
| 176 | Ndufb7 | 21955 | -0.444 | -0.1267 | Yes |
| 177 | Phyh | 22035 | -0.450 | -0.1195 | Yes |
| 178 | Pim3 | 22131 | -0.459 | -0.1129 | Yes |
| 179 | Taldo1 | 22204 | -0.466 | -0.1050 | Yes |
| 180 | Vegfb | 22356 | -0.482 | -0.1002 | Yes |
| 181 | Reep6 | 22395 | -0.486 | -0.0905 | Yes |
| 182 | Angptl4 | 22625 | -0.518 | -0.0881 | Yes |
| 183 | Cavin2 | 22738 | -0.536 | -0.0804 | Yes |
| 184 | Jagn1 | 22744 | -0.537 | -0.0681 | Yes |
| 185 | Ptger3 | 22829 | -0.554 | -0.0587 | Yes |
| 186 | Angpt1 | 22916 | -0.568 | -0.0491 | Yes |
| 187 | Enpp2 | 22924 | -0.570 | -0.0361 | Yes |
| 188 | Cox8a | 23044 | -0.593 | -0.0273 | Yes |
| 189 | Uqcr10 | 23064 | -0.597 | -0.0141 | Yes |
| 190 | Acads | 23170 | -0.629 | -0.0039 | Yes |
| 191 | Ltc4s | 23579 | -0.995 | 0.0019 | Yes |

