| Dataset | MEP.MEP.mega_Pheno.cls #Group2_versus_Group3.MEP.mega_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | MEP.mega_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | 0.25093696 |
| Normalized Enrichment Score (NES) | 1.1168631 |
| Nominal p-value | 0.25742576 |
| FDR q-value | 0.68740517 |
| FWER p-Value | 0.972 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Pea15a | 81 | 0.764 | 0.0186 | Yes |
| 2 | Aifm3 | 125 | 0.717 | 0.0377 | Yes |
| 3 | Rhob | 172 | 0.681 | 0.0556 | Yes |
| 4 | Gstm2 | 204 | 0.659 | 0.0737 | Yes |
| 5 | Il1a | 329 | 0.593 | 0.0849 | Yes |
| 6 | Sptan1 | 373 | 0.576 | 0.0999 | Yes |
| 7 | Casp4 | 423 | 0.559 | 0.1140 | Yes |
| 8 | Sat1 | 435 | 0.555 | 0.1300 | Yes |
| 9 | Jun | 437 | 0.555 | 0.1465 | Yes |
| 10 | Clu | 875 | 0.459 | 0.1374 | Yes |
| 11 | Mmp2 | 916 | 0.452 | 0.1489 | Yes |
| 12 | Atf3 | 1187 | 0.414 | 0.1471 | Yes |
| 13 | Nefh | 1200 | 0.413 | 0.1588 | Yes |
| 14 | Mcl1 | 1247 | 0.409 | 0.1686 | Yes |
| 15 | Madd | 1489 | 0.386 | 0.1676 | Yes |
| 16 | Tnfrsf12a | 1599 | 0.376 | 0.1731 | Yes |
| 17 | Ppt1 | 1804 | 0.356 | 0.1731 | Yes |
| 18 | Cyld | 1840 | 0.353 | 0.1818 | Yes |
| 19 | Bmp2 | 1873 | 0.350 | 0.1906 | Yes |
| 20 | Bcl2l1 | 1929 | 0.347 | 0.1981 | Yes |
| 21 | Il6 | 2038 | 0.339 | 0.2025 | Yes |
| 22 | Ppp3r1 | 2127 | 0.331 | 0.2078 | Yes |
| 23 | Timp3 | 2493 | 0.305 | 0.1979 | Yes |
| 24 | Smad7 | 2697 | 0.290 | 0.1960 | Yes |
| 25 | Satb1 | 2719 | 0.289 | 0.2035 | Yes |
| 26 | Slc20a1 | 2772 | 0.285 | 0.2093 | Yes |
| 27 | Tgfb2 | 2892 | 0.276 | 0.2113 | Yes |
| 28 | Cdkn1b | 3003 | 0.270 | 0.2137 | Yes |
| 29 | Gsn | 3004 | 0.270 | 0.2217 | Yes |
| 30 | Dnm1l | 3009 | 0.269 | 0.2295 | Yes |
| 31 | Il1b | 3038 | 0.268 | 0.2361 | Yes |
| 32 | Dap | 3099 | 0.264 | 0.2408 | Yes |
| 33 | Lmna | 3165 | 0.260 | 0.2452 | Yes |
| 34 | Fdxr | 3203 | 0.257 | 0.2509 | Yes |
| 35 | Pmaip1 | 3375 | 0.247 | 0.2494 | No |
| 36 | Btg2 | 3485 | 0.241 | 0.2509 | No |
| 37 | Ppp2r5b | 3651 | 0.231 | 0.2492 | No |
| 38 | Cd69 | 3845 | 0.220 | 0.2457 | No |
| 39 | Birc3 | 4505 | 0.189 | 0.2169 | No |
| 40 | Dcn | 4547 | 0.186 | 0.2203 | No |
| 41 | Txnip | 4964 | 0.168 | 0.2037 | No |
| 42 | Dffa | 4974 | 0.168 | 0.2082 | No |
| 43 | Bmf | 4993 | 0.167 | 0.2122 | No |
| 44 | Psen2 | 5008 | 0.166 | 0.2165 | No |
| 45 | Casp6 | 5149 | 0.161 | 0.2139 | No |
| 46 | Psen1 | 5168 | 0.160 | 0.2178 | No |
| 47 | Brca1 | 5208 | 0.158 | 0.2205 | No |
| 48 | Crebbp | 5406 | 0.150 | 0.2147 | No |
| 49 | Diablo | 5588 | 0.143 | 0.2095 | No |
| 50 | Btg3 | 5625 | 0.141 | 0.2118 | No |
| 51 | Pak1 | 5680 | 0.138 | 0.2131 | No |
| 52 | Gsr | 5825 | 0.132 | 0.2096 | No |
| 53 | Bik | 5848 | 0.131 | 0.2124 | No |
| 54 | Ptk2 | 5967 | 0.126 | 0.2100 | No |
| 55 | Xiap | 5987 | 0.125 | 0.2127 | No |
| 56 | Hmox1 | 6069 | 0.121 | 0.2121 | No |
| 57 | Retsat | 6076 | 0.120 | 0.2154 | No |
| 58 | Casp8 | 6085 | 0.120 | 0.2185 | No |
| 59 | Gadd45a | 6278 | 0.112 | 0.2119 | No |
| 60 | Cav1 | 6643 | 0.098 | 0.1958 | No |
| 61 | Rnasel | 6649 | 0.098 | 0.1984 | No |
| 62 | Cdk2 | 6722 | 0.095 | 0.1975 | No |
| 63 | Bcap31 | 6835 | 0.090 | 0.1944 | No |
| 64 | Cflar | 6872 | 0.089 | 0.1951 | No |
| 65 | Pdcd4 | 6916 | 0.087 | 0.1955 | No |
| 66 | Etf1 | 6931 | 0.087 | 0.1973 | No |
| 67 | Bcl2l2 | 7001 | 0.083 | 0.1962 | No |
| 68 | Top2a | 7161 | 0.077 | 0.1902 | No |
| 69 | Rara | 7387 | 0.069 | 0.1806 | No |
| 70 | Casp2 | 7605 | 0.060 | 0.1710 | No |
| 71 | Bnip3l | 7965 | 0.047 | 0.1537 | No |
| 72 | Il18 | 8027 | 0.044 | 0.1519 | No |
| 73 | Dpyd | 8034 | 0.044 | 0.1529 | No |
| 74 | App | 9409 | -0.005 | 0.0813 | No |
| 75 | Igf2r | 9493 | -0.007 | 0.0772 | No |
| 76 | Lgals3 | 9702 | -0.014 | 0.0668 | No |
| 77 | Ebp | 9791 | -0.017 | 0.0627 | No |
| 78 | Add1 | 9876 | -0.020 | 0.0589 | No |
| 79 | Irf1 | 10147 | -0.031 | 0.0457 | No |
| 80 | Ifngr1 | 10182 | -0.032 | 0.0449 | No |
| 81 | Ier3 | 10398 | -0.041 | 0.0349 | No |
| 82 | Ank | 10749 | -0.054 | 0.0183 | No |
| 83 | Wee1 | 10903 | -0.060 | 0.0121 | No |
| 84 | Lef1 | 10983 | -0.063 | 0.0098 | No |
| 85 | Isg20 | 11043 | -0.066 | 0.0087 | No |
| 86 | Mgmt | 11104 | -0.068 | 0.0076 | No |
| 87 | Cth | 11162 | -0.070 | 0.0068 | No |
| 88 | Casp3 | 11534 | -0.084 | -0.0101 | No |
| 89 | Hgf | 11612 | -0.087 | -0.0115 | No |
| 90 | Dap3 | 11712 | -0.092 | -0.0139 | No |
| 91 | Cd44 | 11765 | -0.094 | -0.0138 | No |
| 92 | Bcl10 | 11818 | -0.096 | -0.0137 | No |
| 93 | Casp1 | 11844 | -0.097 | -0.0121 | No |
| 94 | Sod2 | 11918 | -0.100 | -0.0129 | No |
| 95 | Rhot2 | 11944 | -0.102 | -0.0112 | No |
| 96 | Tgfbr3 | 12016 | -0.105 | -0.0117 | No |
| 97 | Hmgb2 | 12059 | -0.107 | -0.0107 | No |
| 98 | Sod1 | 12072 | -0.108 | -0.0081 | No |
| 99 | Ddit3 | 12116 | -0.109 | -0.0071 | No |
| 100 | Rock1 | 12229 | -0.113 | -0.0096 | No |
| 101 | Ctnnb1 | 12258 | -0.114 | -0.0076 | No |
| 102 | Ifitm3 | 12396 | -0.120 | -0.0112 | No |
| 103 | Bcl2l11 | 12706 | -0.134 | -0.0233 | No |
| 104 | Dnajc3 | 12831 | -0.139 | -0.0256 | No |
| 105 | Tspo | 12835 | -0.139 | -0.0216 | No |
| 106 | Erbb3 | 13003 | -0.148 | -0.0259 | No |
| 107 | Dnaja1 | 13093 | -0.152 | -0.0261 | No |
| 108 | Cd38 | 13203 | -0.156 | -0.0271 | No |
| 109 | Gpx3 | 13211 | -0.157 | -0.0228 | No |
| 110 | Igfbp6 | 13229 | -0.157 | -0.0190 | No |
| 111 | Sc5d | 13412 | -0.164 | -0.0236 | No |
| 112 | Sqstm1 | 13467 | -0.166 | -0.0214 | No |
| 113 | F2 | 13615 | -0.174 | -0.0239 | No |
| 114 | Eno2 | 13738 | -0.179 | -0.0249 | No |
| 115 | Nedd9 | 13850 | -0.184 | -0.0252 | No |
| 116 | Tnfsf10 | 14035 | -0.193 | -0.0291 | No |
| 117 | Rela | 14062 | -0.194 | -0.0246 | No |
| 118 | Bid | 14115 | -0.197 | -0.0215 | No |
| 119 | Egr3 | 14293 | -0.205 | -0.0246 | No |
| 120 | Fas | 14366 | -0.209 | -0.0221 | No |
| 121 | Cdc25b | 14464 | -0.214 | -0.0208 | No |
| 122 | Plcb2 | 14647 | -0.223 | -0.0236 | No |
| 123 | Cdkn1a | 14702 | -0.226 | -0.0197 | No |
| 124 | Gch1 | 14730 | -0.227 | -0.0143 | No |
| 125 | Gpx4 | 15131 | -0.248 | -0.0278 | No |
| 126 | Bax | 15178 | -0.252 | -0.0226 | No |
| 127 | Krt18 | 15339 | -0.260 | -0.0232 | No |
| 128 | Gadd45b | 15368 | -0.262 | -0.0169 | No |
| 129 | Gpx1 | 15410 | -0.264 | -0.0111 | No |
| 130 | F2r | 15459 | -0.267 | -0.0056 | No |
| 131 | Casp7 | 15719 | -0.281 | -0.0107 | No |
| 132 | H1f0 | 15750 | -0.283 | -0.0039 | No |
| 133 | Tap1 | 15972 | -0.300 | -0.0064 | No |
| 134 | Casp9 | 16059 | -0.306 | -0.0018 | No |
| 135 | Gna15 | 16061 | -0.306 | 0.0073 | No |
| 136 | Ccnd2 | 17002 | -0.372 | -0.0307 | No |
| 137 | Vdac2 | 17733 | -0.436 | -0.0557 | No |
| 138 | Bgn | 18119 | -0.483 | -0.0614 | No |
| 139 | Pdgfrb | 18246 | -0.503 | -0.0530 | No |
| 140 | Anxa1 | 18569 | -0.569 | -0.0528 | No |
| 141 | Tnf | 19253 | -0.972 | -0.0594 | No |
| 142 | Ccnd1 | 19270 | -1.031 | -0.0294 | No |
| 143 | Timp2 | 19275 | -1.048 | 0.0017 | No |

