| Dataset | MEP.MEP.mega_Pheno.cls #Group1_versus_Group4.MEP.mega_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | -0.24380916 |
| Normalized Enrichment Score (NES) | -1.1037538 |
| Nominal p-value | 0.30390143 |
| FDR q-value | 0.58186084 |
| FWER p-Value | 0.962 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Gpx3 | 91 | 0.847 | 0.0185 | No |
| 2 | Ccnd1 | 226 | 0.722 | 0.0313 | No |
| 3 | F2r | 448 | 0.619 | 0.0367 | No |
| 4 | Cdc25b | 584 | 0.582 | 0.0456 | No |
| 5 | Jun | 632 | 0.572 | 0.0588 | No |
| 6 | Slc20a1 | 874 | 0.519 | 0.0605 | No |
| 7 | Etf1 | 925 | 0.510 | 0.0718 | No |
| 8 | Brca1 | 962 | 0.505 | 0.0838 | No |
| 9 | Mgmt | 1346 | 0.448 | 0.0761 | No |
| 10 | Ppp3r1 | 1822 | 0.393 | 0.0620 | No |
| 11 | Rhob | 1979 | 0.380 | 0.0643 | No |
| 12 | Mmp2 | 2039 | 0.373 | 0.0714 | No |
| 13 | Erbb3 | 2255 | 0.356 | 0.0700 | No |
| 14 | Igfbp6 | 2526 | 0.335 | 0.0651 | No |
| 15 | Pak1 | 2545 | 0.335 | 0.0733 | No |
| 16 | Atf3 | 2561 | 0.334 | 0.0817 | No |
| 17 | Bgn | 2983 | 0.305 | 0.0681 | No |
| 18 | Ctnnb1 | 3012 | 0.303 | 0.0749 | No |
| 19 | App | 3023 | 0.302 | 0.0827 | No |
| 20 | Pmaip1 | 3079 | 0.297 | 0.0879 | No |
| 21 | Madd | 3098 | 0.296 | 0.0951 | No |
| 22 | Cdk2 | 3189 | 0.290 | 0.0984 | No |
| 23 | Tnf | 3294 | 0.282 | 0.1007 | No |
| 24 | Tgfb2 | 3301 | 0.281 | 0.1081 | No |
| 25 | Cav1 | 3337 | 0.279 | 0.1139 | No |
| 26 | Sptan1 | 3359 | 0.278 | 0.1204 | No |
| 27 | Timp3 | 3548 | 0.268 | 0.1179 | No |
| 28 | Bid | 3576 | 0.266 | 0.1238 | No |
| 29 | Hmox1 | 3717 | 0.256 | 0.1235 | No |
| 30 | Cth | 3982 | 0.240 | 0.1163 | No |
| 31 | Mcl1 | 4731 | 0.203 | 0.0828 | No |
| 32 | Wee1 | 4878 | 0.196 | 0.0806 | No |
| 33 | Casp2 | 4949 | 0.192 | 0.0822 | No |
| 34 | Dnajc3 | 4971 | 0.190 | 0.0863 | No |
| 35 | Fdxr | 5582 | 0.161 | 0.0589 | No |
| 36 | Cyld | 5742 | 0.153 | 0.0548 | No |
| 37 | Gna15 | 6271 | 0.127 | 0.0307 | No |
| 38 | Dffa | 6279 | 0.127 | 0.0338 | No |
| 39 | Bnip3l | 6602 | 0.119 | 0.0203 | No |
| 40 | Aifm3 | 6673 | 0.116 | 0.0198 | No |
| 41 | Pdcd4 | 6930 | 0.104 | 0.0093 | No |
| 42 | Txnip | 7330 | 0.084 | -0.0092 | No |
| 43 | Top2a | 7378 | 0.082 | -0.0094 | No |
| 44 | Gpx4 | 7467 | 0.079 | -0.0118 | No |
| 45 | Nefh | 7595 | 0.073 | -0.0165 | No |
| 46 | Bcap31 | 7689 | 0.069 | -0.0194 | No |
| 47 | Bcl2l2 | 7741 | 0.066 | -0.0203 | No |
| 48 | Btg3 | 8485 | 0.034 | -0.0581 | No |
| 49 | Ptk2 | 8489 | 0.034 | -0.0574 | No |
| 50 | Cdkn1a | 8757 | 0.023 | -0.0707 | No |
| 51 | Bax | 8801 | 0.021 | -0.0723 | No |
| 52 | Gsn | 9010 | 0.013 | -0.0828 | No |
| 53 | Gsr | 9520 | -0.004 | -0.1093 | No |
| 54 | Tnfsf10 | 9631 | -0.009 | -0.1148 | No |
| 55 | Psen1 | 9644 | -0.009 | -0.1151 | No |
| 56 | Gstm2 | 9670 | -0.010 | -0.1162 | No |
| 57 | Casp8 | 9785 | -0.016 | -0.1217 | No |
| 58 | Il1b | 9946 | -0.023 | -0.1294 | No |
| 59 | Btg2 | 10015 | -0.028 | -0.1322 | No |
| 60 | Cd38 | 10194 | -0.036 | -0.1405 | No |
| 61 | Vdac2 | 10252 | -0.039 | -0.1424 | No |
| 62 | Dpyd | 10292 | -0.040 | -0.1433 | No |
| 63 | Lgals3 | 10328 | -0.042 | -0.1440 | No |
| 64 | Rhot2 | 10396 | -0.044 | -0.1463 | No |
| 65 | Cdkn1b | 10549 | -0.051 | -0.1528 | No |
| 66 | Casp7 | 10616 | -0.053 | -0.1548 | No |
| 67 | Bcl2l1 | 10725 | -0.059 | -0.1588 | No |
| 68 | Smad7 | 10799 | -0.063 | -0.1609 | No |
| 69 | Ccnd2 | 11143 | -0.077 | -0.1767 | No |
| 70 | Rela | 11220 | -0.081 | -0.1785 | No |
| 71 | Birc3 | 11263 | -0.083 | -0.1784 | No |
| 72 | Lmna | 11305 | -0.085 | -0.1782 | No |
| 73 | Dnm1l | 11391 | -0.089 | -0.1802 | No |
| 74 | Xiap | 11439 | -0.091 | -0.1802 | No |
| 75 | Add1 | 11549 | -0.096 | -0.1833 | No |
| 76 | Timp2 | 11738 | -0.105 | -0.1902 | No |
| 77 | Bmp2 | 11796 | -0.107 | -0.1902 | No |
| 78 | Bmf | 12082 | -0.119 | -0.2019 | No |
| 79 | Ank | 12157 | -0.123 | -0.2024 | No |
| 80 | Il18 | 12162 | -0.123 | -0.1992 | No |
| 81 | Casp9 | 12552 | -0.139 | -0.2157 | No |
| 82 | Psen2 | 12558 | -0.139 | -0.2122 | No |
| 83 | Cflar | 12811 | -0.150 | -0.2212 | No |
| 84 | Lef1 | 12862 | -0.152 | -0.2196 | No |
| 85 | Crebbp | 12902 | -0.154 | -0.2174 | No |
| 86 | Diablo | 12916 | -0.155 | -0.2139 | No |
| 87 | Satb1 | 13022 | -0.158 | -0.2150 | No |
| 88 | Ppt1 | 13047 | -0.160 | -0.2119 | No |
| 89 | F2 | 13271 | -0.170 | -0.2189 | No |
| 90 | Clu | 13421 | -0.175 | -0.2219 | No |
| 91 | Casp4 | 13642 | -0.185 | -0.2283 | No |
| 92 | Ddit3 | 13716 | -0.188 | -0.2269 | No |
| 93 | Bik | 13995 | -0.201 | -0.2359 | No |
| 94 | Egr3 | 14078 | -0.206 | -0.2346 | No |
| 95 | Igf2r | 14256 | -0.212 | -0.2380 | Yes |
| 96 | Anxa1 | 14304 | -0.215 | -0.2346 | Yes |
| 97 | Sat1 | 14352 | -0.217 | -0.2311 | Yes |
| 98 | Dap3 | 14480 | -0.224 | -0.2316 | Yes |
| 99 | Pea15a | 14511 | -0.226 | -0.2270 | Yes |
| 100 | Plcb2 | 14536 | -0.227 | -0.2220 | Yes |
| 101 | Il1a | 14593 | -0.230 | -0.2186 | Yes |
| 102 | Cd44 | 14655 | -0.234 | -0.2154 | Yes |
| 103 | Rara | 14676 | -0.234 | -0.2100 | Yes |
| 104 | Ebp | 14677 | -0.234 | -0.2036 | Yes |
| 105 | Gch1 | 14969 | -0.249 | -0.2120 | Yes |
| 106 | Casp3 | 15203 | -0.263 | -0.2169 | Yes |
| 107 | Casp6 | 15401 | -0.274 | -0.2197 | Yes |
| 108 | Sod2 | 15468 | -0.277 | -0.2155 | Yes |
| 109 | Retsat | 15504 | -0.279 | -0.2097 | Yes |
| 110 | Rock1 | 15572 | -0.283 | -0.2055 | Yes |
| 111 | Sc5d | 15633 | -0.287 | -0.2008 | Yes |
| 112 | Ppp2r5b | 15634 | -0.287 | -0.1929 | Yes |
| 113 | Ier3 | 15663 | -0.289 | -0.1864 | Yes |
| 114 | Isg20 | 15683 | -0.290 | -0.1795 | Yes |
| 115 | Il6 | 15835 | -0.298 | -0.1792 | Yes |
| 116 | Cd69 | 16362 | -0.335 | -0.1975 | Yes |
| 117 | Dap | 16475 | -0.342 | -0.1940 | Yes |
| 118 | Dnaja1 | 16493 | -0.343 | -0.1855 | Yes |
| 119 | Hmgb2 | 16737 | -0.360 | -0.1883 | Yes |
| 120 | Bcl2l11 | 16761 | -0.363 | -0.1795 | Yes |
| 121 | Bcl10 | 16795 | -0.365 | -0.1713 | Yes |
| 122 | Tnfrsf12a | 16835 | -0.369 | -0.1632 | Yes |
| 123 | Gadd45a | 17123 | -0.394 | -0.1674 | Yes |
| 124 | Fas | 17219 | -0.401 | -0.1614 | Yes |
| 125 | Tap1 | 17323 | -0.411 | -0.1555 | Yes |
| 126 | Dcn | 17327 | -0.411 | -0.1444 | Yes |
| 127 | Krt18 | 17496 | -0.425 | -0.1415 | Yes |
| 128 | Rnasel | 17521 | -0.427 | -0.1311 | Yes |
| 129 | Irf1 | 17594 | -0.433 | -0.1229 | Yes |
| 130 | Eno2 | 17623 | -0.434 | -0.1125 | Yes |
| 131 | Tgfbr3 | 17651 | -0.437 | -0.1019 | Yes |
| 132 | Hgf | 17673 | -0.439 | -0.0910 | Yes |
| 133 | Sod1 | 17704 | -0.442 | -0.0804 | Yes |
| 134 | Casp1 | 18083 | -0.494 | -0.0866 | Yes |
| 135 | H1f0 | 18090 | -0.495 | -0.0734 | Yes |
| 136 | Tspo | 18289 | -0.528 | -0.0693 | Yes |
| 137 | Gadd45b | 18400 | -0.548 | -0.0600 | Yes |
| 138 | Nedd9 | 18611 | -0.590 | -0.0548 | Yes |
| 139 | Gpx1 | 18652 | -0.601 | -0.0404 | Yes |
| 140 | Ifngr1 | 18658 | -0.603 | -0.0242 | Yes |
| 141 | Ifitm3 | 18804 | -0.646 | -0.0140 | Yes |
| 142 | Pdgfrb | 18994 | -0.717 | -0.0043 | Yes |
| 143 | Sqstm1 | 19048 | -0.750 | 0.0135 | Yes |

