| Dataset | MEP.MEP.mega_Pheno.cls #Group2_versus_Group4.MEP.mega_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | 0.18433578 |
| Normalized Enrichment Score (NES) | 0.8424756 |
| Nominal p-value | 0.7565392 |
| FDR q-value | 0.95877093 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Mmp2 | 78 | 0.847 | 0.0200 | Yes |
| 2 | Pmaip1 | 110 | 0.799 | 0.0411 | Yes |
| 3 | Etf1 | 365 | 0.636 | 0.0459 | Yes |
| 4 | Atf3 | 374 | 0.633 | 0.0634 | Yes |
| 5 | Erbb3 | 827 | 0.520 | 0.0546 | Yes |
| 6 | Il1b | 942 | 0.505 | 0.0630 | Yes |
| 7 | Aifm3 | 1040 | 0.487 | 0.0718 | Yes |
| 8 | Tgfb2 | 1099 | 0.478 | 0.0824 | Yes |
| 9 | Slc20a1 | 1167 | 0.470 | 0.0922 | Yes |
| 10 | Cd69 | 1224 | 0.465 | 0.1025 | Yes |
| 11 | Brca1 | 1235 | 0.463 | 0.1151 | Yes |
| 12 | Jun | 1406 | 0.441 | 0.1188 | Yes |
| 13 | Sptan1 | 1531 | 0.425 | 0.1244 | Yes |
| 14 | Gpx3 | 1550 | 0.422 | 0.1354 | Yes |
| 15 | Timp3 | 1645 | 0.415 | 0.1423 | Yes |
| 16 | Casp4 | 1685 | 0.412 | 0.1520 | Yes |
| 17 | App | 1804 | 0.399 | 0.1572 | Yes |
| 18 | Cth | 1805 | 0.399 | 0.1685 | Yes |
| 19 | Rhob | 1961 | 0.384 | 0.1713 | Yes |
| 20 | Cdc25b | 2006 | 0.379 | 0.1798 | Yes |
| 21 | Mcl1 | 2148 | 0.366 | 0.1828 | Yes |
| 22 | Ppp3r1 | 2812 | 0.315 | 0.1572 | Yes |
| 23 | Tnfrsf12a | 2844 | 0.312 | 0.1644 | Yes |
| 24 | Mgmt | 2885 | 0.311 | 0.1712 | Yes |
| 25 | F2r | 3185 | 0.292 | 0.1639 | Yes |
| 26 | Cyld | 3252 | 0.287 | 0.1686 | Yes |
| 27 | Top2a | 3260 | 0.287 | 0.1764 | Yes |
| 28 | Il6 | 3265 | 0.286 | 0.1843 | Yes |
| 29 | Pak1 | 3688 | 0.259 | 0.1696 | Yes |
| 30 | Smad7 | 3780 | 0.254 | 0.1721 | Yes |
| 31 | Bcl2l1 | 3813 | 0.251 | 0.1776 | Yes |
| 32 | Btg3 | 3821 | 0.251 | 0.1843 | Yes |
| 33 | Madd | 4172 | 0.233 | 0.1727 | No |
| 34 | Bcl2l2 | 4611 | 0.209 | 0.1558 | No |
| 35 | Btg2 | 5069 | 0.184 | 0.1371 | No |
| 36 | Pdcd4 | 5335 | 0.173 | 0.1282 | No |
| 37 | Igfbp6 | 5583 | 0.161 | 0.1199 | No |
| 38 | Anxa1 | 5762 | 0.155 | 0.1150 | No |
| 39 | Casp8 | 5784 | 0.154 | 0.1183 | No |
| 40 | Lgals3 | 5795 | 0.153 | 0.1221 | No |
| 41 | Dpyd | 5895 | 0.149 | 0.1212 | No |
| 42 | Gstm2 | 6384 | 0.123 | 0.0992 | No |
| 43 | Bnip3l | 6419 | 0.122 | 0.1009 | No |
| 44 | Casp2 | 6596 | 0.113 | 0.0949 | No |
| 45 | Bcap31 | 6611 | 0.112 | 0.0974 | No |
| 46 | Bmp2 | 6704 | 0.108 | 0.0957 | No |
| 47 | Psen1 | 6852 | 0.101 | 0.0909 | No |
| 48 | Ctnnb1 | 6890 | 0.099 | 0.0918 | No |
| 49 | Cdkn1b | 7415 | 0.076 | 0.0666 | No |
| 50 | Diablo | 7544 | 0.070 | 0.0619 | No |
| 51 | Irf1 | 7585 | 0.069 | 0.0617 | No |
| 52 | Ccnd1 | 7774 | 0.061 | 0.0537 | No |
| 53 | Dffa | 7810 | 0.059 | 0.0535 | No |
| 54 | Sc5d | 7832 | 0.059 | 0.0541 | No |
| 55 | Retsat | 7839 | 0.059 | 0.0554 | No |
| 56 | Nefh | 7926 | 0.055 | 0.0525 | No |
| 57 | Rara | 7987 | 0.052 | 0.0509 | No |
| 58 | Wee1 | 8538 | 0.027 | 0.0230 | No |
| 59 | Ddit3 | 8600 | 0.024 | 0.0204 | No |
| 60 | Ppt1 | 8728 | 0.019 | 0.0144 | No |
| 61 | Rhot2 | 8912 | 0.013 | 0.0052 | No |
| 62 | Fdxr | 9416 | -0.005 | -0.0209 | No |
| 63 | Dnajc3 | 9687 | -0.017 | -0.0345 | No |
| 64 | Cdkn1a | 9757 | -0.020 | -0.0376 | No |
| 65 | Tgfbr3 | 9804 | -0.022 | -0.0394 | No |
| 66 | Pea15a | 9818 | -0.022 | -0.0394 | No |
| 67 | Casp6 | 9901 | -0.026 | -0.0429 | No |
| 68 | Birc3 | 9990 | -0.030 | -0.0467 | No |
| 69 | Cdk2 | 10045 | -0.032 | -0.0486 | No |
| 70 | Hmox1 | 10117 | -0.034 | -0.0513 | No |
| 71 | Bax | 10479 | -0.050 | -0.0687 | No |
| 72 | Gsn | 10643 | -0.056 | -0.0757 | No |
| 73 | Crebbp | 10839 | -0.063 | -0.0840 | No |
| 74 | Cav1 | 11014 | -0.071 | -0.0911 | No |
| 75 | Xiap | 11017 | -0.071 | -0.0892 | No |
| 76 | Bmf | 11093 | -0.074 | -0.0910 | No |
| 77 | Psen2 | 11168 | -0.077 | -0.0927 | No |
| 78 | Casp1 | 11221 | -0.079 | -0.0932 | No |
| 79 | Ptk2 | 11262 | -0.081 | -0.0930 | No |
| 80 | Dcn | 11508 | -0.090 | -0.1032 | No |
| 81 | Egr3 | 11520 | -0.090 | -0.1012 | No |
| 82 | Add1 | 11572 | -0.091 | -0.1013 | No |
| 83 | Dnm1l | 11663 | -0.095 | -0.1033 | No |
| 84 | Ebp | 11687 | -0.096 | -0.1018 | No |
| 85 | Sat1 | 11774 | -0.100 | -0.1034 | No |
| 86 | Hmgb2 | 11895 | -0.106 | -0.1067 | No |
| 87 | Dap3 | 12024 | -0.111 | -0.1102 | No |
| 88 | Il1a | 12028 | -0.111 | -0.1072 | No |
| 89 | Gna15 | 12055 | -0.113 | -0.1054 | No |
| 90 | Clu | 12188 | -0.118 | -0.1089 | No |
| 91 | Gch1 | 12225 | -0.119 | -0.1074 | No |
| 92 | Rela | 12297 | -0.122 | -0.1076 | No |
| 93 | Cd44 | 12511 | -0.133 | -0.1150 | No |
| 94 | Bik | 12683 | -0.140 | -0.1199 | No |
| 95 | Txnip | 12963 | -0.154 | -0.1301 | No |
| 96 | Sqstm1 | 12976 | -0.154 | -0.1263 | No |
| 97 | Cflar | 12990 | -0.155 | -0.1226 | No |
| 98 | Bid | 13014 | -0.156 | -0.1194 | No |
| 99 | F2 | 13106 | -0.159 | -0.1196 | No |
| 100 | Igf2r | 13256 | -0.166 | -0.1227 | No |
| 101 | Ifngr1 | 13346 | -0.170 | -0.1225 | No |
| 102 | Hgf | 13372 | -0.171 | -0.1189 | No |
| 103 | Lmna | 13400 | -0.172 | -0.1154 | No |
| 104 | Rock1 | 13780 | -0.191 | -0.1298 | No |
| 105 | Gsr | 13921 | -0.197 | -0.1315 | No |
| 106 | Ppp2r5b | 14156 | -0.207 | -0.1378 | No |
| 107 | Isg20 | 14364 | -0.217 | -0.1425 | No |
| 108 | Bcl10 | 14425 | -0.220 | -0.1394 | No |
| 109 | Il18 | 14456 | -0.221 | -0.1347 | No |
| 110 | Casp3 | 14547 | -0.226 | -0.1329 | No |
| 111 | Satb1 | 14649 | -0.231 | -0.1316 | No |
| 112 | Vdac2 | 14652 | -0.231 | -0.1252 | No |
| 113 | Casp9 | 14834 | -0.242 | -0.1278 | No |
| 114 | Gpx4 | 15060 | -0.254 | -0.1323 | No |
| 115 | Dap | 15149 | -0.258 | -0.1295 | No |
| 116 | Gadd45b | 15284 | -0.265 | -0.1290 | No |
| 117 | Tnfsf10 | 15497 | -0.278 | -0.1322 | No |
| 118 | Dnaja1 | 15657 | -0.286 | -0.1323 | No |
| 119 | Casp7 | 15934 | -0.303 | -0.1381 | No |
| 120 | Lef1 | 15955 | -0.304 | -0.1305 | No |
| 121 | H1f0 | 15989 | -0.306 | -0.1235 | No |
| 122 | Tnf | 16117 | -0.315 | -0.1212 | No |
| 123 | Cd38 | 16145 | -0.316 | -0.1136 | No |
| 124 | Ier3 | 16477 | -0.339 | -0.1213 | No |
| 125 | Ank | 16628 | -0.349 | -0.1192 | No |
| 126 | Plcb2 | 16976 | -0.375 | -0.1266 | No |
| 127 | Ccnd2 | 17053 | -0.382 | -0.1197 | No |
| 128 | Eno2 | 17088 | -0.385 | -0.1106 | No |
| 129 | Tspo | 17305 | -0.400 | -0.1105 | No |
| 130 | Tap1 | 17367 | -0.406 | -0.1021 | No |
| 131 | Rnasel | 17417 | -0.411 | -0.0930 | No |
| 132 | Sod1 | 17497 | -0.417 | -0.0853 | No |
| 133 | Fas | 17610 | -0.428 | -0.0790 | No |
| 134 | Gpx1 | 17627 | -0.430 | -0.0676 | No |
| 135 | Bgn | 17744 | -0.443 | -0.0611 | No |
| 136 | Sod2 | 17786 | -0.449 | -0.0505 | No |
| 137 | Bcl2l11 | 18164 | -0.496 | -0.0561 | No |
| 138 | Nedd9 | 18520 | -0.553 | -0.0589 | No |
| 139 | Krt18 | 18521 | -0.553 | -0.0431 | No |
| 140 | Gadd45a | 18603 | -0.572 | -0.0311 | No |
| 141 | Timp2 | 18782 | -0.618 | -0.0228 | No |
| 142 | Ifitm3 | 18864 | -0.644 | -0.0088 | No |
| 143 | Pdgfrb | 19278 | -1.121 | 0.0015 | No |

