| Dataset | MEP.MEP.mega_Pheno.cls #Group3_versus_Group4.MEP.mega_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | -0.2441786 |
| Normalized Enrichment Score (NES) | -1.0817006 |
| Nominal p-value | 0.3503937 |
| FDR q-value | 0.94934416 |
| FWER p-Value | 0.982 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Ccnd1 | 6 | 1.387 | 0.0451 | No |
| 2 | Tnf | 325 | 0.675 | 0.0506 | No |
| 3 | Anxa1 | 481 | 0.621 | 0.0628 | No |
| 4 | F2r | 711 | 0.558 | 0.0691 | No |
| 5 | Cdc25b | 716 | 0.555 | 0.0871 | No |
| 6 | Etf1 | 733 | 0.551 | 0.1043 | No |
| 7 | Erbb3 | 1323 | 0.445 | 0.0881 | No |
| 8 | Mmp2 | 1584 | 0.418 | 0.0883 | No |
| 9 | Gpx3 | 1655 | 0.410 | 0.0980 | No |
| 10 | App | 1714 | 0.403 | 0.1082 | No |
| 11 | Mgmt | 2423 | 0.331 | 0.0821 | No |
| 12 | Cth | 2444 | 0.329 | 0.0918 | No |
| 13 | Il1b | 2476 | 0.327 | 0.1009 | No |
| 14 | Pmaip1 | 2727 | 0.308 | 0.0979 | No |
| 15 | Brca1 | 2749 | 0.306 | 0.1068 | No |
| 16 | Sc5d | 3429 | 0.259 | 0.0799 | No |
| 17 | Atf3 | 3486 | 0.255 | 0.0853 | No |
| 18 | Igfbp6 | 3784 | 0.243 | 0.0777 | No |
| 19 | Cdkn1a | 4196 | 0.220 | 0.0635 | No |
| 20 | Ctnnb1 | 4368 | 0.213 | 0.0615 | No |
| 21 | Vdac2 | 4481 | 0.205 | 0.0624 | No |
| 22 | Tgfb2 | 4554 | 0.201 | 0.0653 | No |
| 23 | Gna15 | 4692 | 0.194 | 0.0645 | No |
| 24 | Slc20a1 | 4717 | 0.192 | 0.0695 | No |
| 25 | Bgn | 4768 | 0.189 | 0.0731 | No |
| 26 | Bax | 5107 | 0.170 | 0.0610 | No |
| 27 | Top2a | 5514 | 0.149 | 0.0447 | No |
| 28 | Bcl2l2 | 5756 | 0.138 | 0.0367 | No |
| 29 | Dpyd | 5941 | 0.130 | 0.0313 | No |
| 30 | Egr3 | 5961 | 0.129 | 0.0345 | No |
| 31 | Lgals3 | 5966 | 0.129 | 0.0386 | No |
| 32 | Dnajc3 | 6151 | 0.122 | 0.0330 | No |
| 33 | Pak1 | 6174 | 0.121 | 0.0358 | No |
| 34 | Rhot2 | 6188 | 0.121 | 0.0391 | No |
| 35 | Cd69 | 6372 | 0.114 | 0.0332 | No |
| 36 | Ddit3 | 6456 | 0.110 | 0.0325 | No |
| 37 | Btg3 | 6457 | 0.110 | 0.0361 | No |
| 38 | Irf1 | 6670 | 0.101 | 0.0283 | No |
| 39 | Wee1 | 7018 | 0.087 | 0.0131 | No |
| 40 | Pdcd4 | 7098 | 0.084 | 0.0117 | No |
| 41 | Tgfbr3 | 7114 | 0.083 | 0.0137 | No |
| 42 | Bnip3l | 7385 | 0.074 | 0.0020 | No |
| 43 | Timp3 | 7453 | 0.073 | 0.0009 | No |
| 44 | Rela | 7459 | 0.072 | 0.0030 | No |
| 45 | Gch1 | 7557 | 0.068 | 0.0002 | No |
| 46 | Casp1 | 7865 | 0.056 | -0.0140 | No |
| 47 | Casp2 | 7938 | 0.053 | -0.0160 | No |
| 48 | Bid | 8040 | 0.049 | -0.0197 | No |
| 49 | Timp2 | 8075 | 0.048 | -0.0199 | No |
| 50 | Casp8 | 8458 | 0.034 | -0.0388 | No |
| 51 | Bcap31 | 8781 | 0.022 | -0.0548 | No |
| 52 | Il6 | 8941 | 0.018 | -0.0625 | No |
| 53 | Sqstm1 | 9115 | 0.012 | -0.0712 | No |
| 54 | Hmgb2 | 9678 | -0.002 | -0.1004 | No |
| 55 | Ccnd2 | 9919 | -0.010 | -0.1126 | No |
| 56 | Ppp3r1 | 10116 | -0.016 | -0.1223 | No |
| 57 | Rara | 10135 | -0.017 | -0.1227 | No |
| 58 | Dap3 | 10192 | -0.019 | -0.1250 | No |
| 59 | Casp7 | 10252 | -0.022 | -0.1273 | No |
| 60 | H1f0 | 10310 | -0.024 | -0.1296 | No |
| 61 | Casp9 | 10334 | -0.024 | -0.1300 | No |
| 62 | Tnfrsf12a | 10547 | -0.031 | -0.1400 | No |
| 63 | Jun | 10815 | -0.041 | -0.1526 | No |
| 64 | Mcl1 | 10877 | -0.043 | -0.1544 | No |
| 65 | Cd44 | 10947 | -0.046 | -0.1565 | No |
| 66 | Casp4 | 11002 | -0.048 | -0.1577 | No |
| 67 | Btg2 | 11007 | -0.048 | -0.1564 | No |
| 68 | F2 | 11044 | -0.049 | -0.1566 | No |
| 69 | Retsat | 11201 | -0.055 | -0.1630 | No |
| 70 | Psen1 | 11309 | -0.059 | -0.1666 | No |
| 71 | Smad7 | 11334 | -0.060 | -0.1659 | No |
| 72 | Gadd45b | 11418 | -0.063 | -0.1682 | No |
| 73 | Cyld | 11490 | -0.066 | -0.1697 | No |
| 74 | Bcl2l1 | 11594 | -0.070 | -0.1728 | No |
| 75 | Add1 | 11622 | -0.071 | -0.1719 | No |
| 76 | Diablo | 11735 | -0.075 | -0.1753 | No |
| 77 | Rock1 | 11815 | -0.078 | -0.1769 | No |
| 78 | Ebp | 11924 | -0.082 | -0.1798 | No |
| 79 | Hgf | 11928 | -0.082 | -0.1773 | No |
| 80 | Sptan1 | 12236 | -0.093 | -0.1903 | No |
| 81 | Tnfsf10 | 12265 | -0.094 | -0.1887 | No |
| 82 | Tap1 | 12292 | -0.095 | -0.1869 | No |
| 83 | Dffa | 12311 | -0.096 | -0.1847 | No |
| 84 | Gpx4 | 12324 | -0.097 | -0.1822 | No |
| 85 | Casp6 | 12446 | -0.101 | -0.1852 | No |
| 86 | Casp3 | 12526 | -0.104 | -0.1859 | No |
| 87 | Hmox1 | 12732 | -0.112 | -0.1929 | No |
| 88 | Ifngr1 | 12945 | -0.120 | -0.2001 | No |
| 89 | Bcl10 | 12985 | -0.121 | -0.1981 | No |
| 90 | Cdk2 | 13145 | -0.127 | -0.2023 | No |
| 91 | Cav1 | 13170 | -0.127 | -0.1994 | No |
| 92 | Dnaja1 | 13398 | -0.137 | -0.2067 | No |
| 93 | Isg20 | 13694 | -0.149 | -0.2173 | No |
| 94 | Plcb2 | 13724 | -0.150 | -0.2139 | No |
| 95 | Rhob | 13743 | -0.151 | -0.2099 | No |
| 96 | Madd | 13805 | -0.154 | -0.2080 | No |
| 97 | Igf2r | 14357 | -0.179 | -0.2309 | No |
| 98 | Gpx1 | 14400 | -0.181 | -0.2272 | No |
| 99 | Ptk2 | 14476 | -0.184 | -0.2251 | No |
| 100 | Cdkn1b | 14634 | -0.192 | -0.2270 | No |
| 101 | Xiap | 14706 | -0.196 | -0.2243 | No |
| 102 | Bmp2 | 15088 | -0.211 | -0.2373 | Yes |
| 103 | Crebbp | 15121 | -0.213 | -0.2320 | Yes |
| 104 | Birc3 | 15214 | -0.218 | -0.2296 | Yes |
| 105 | Eno2 | 15336 | -0.223 | -0.2286 | Yes |
| 106 | Lef1 | 15503 | -0.232 | -0.2297 | Yes |
| 107 | Bik | 15524 | -0.233 | -0.2232 | Yes |
| 108 | Cd38 | 15598 | -0.237 | -0.2192 | Yes |
| 109 | Bmf | 15645 | -0.239 | -0.2138 | Yes |
| 110 | Cflar | 15752 | -0.243 | -0.2114 | Yes |
| 111 | Fdxr | 15829 | -0.247 | -0.2072 | Yes |
| 112 | Psen2 | 15852 | -0.249 | -0.2002 | Yes |
| 113 | Krt18 | 15853 | -0.249 | -0.1921 | Yes |
| 114 | Aifm3 | 15974 | -0.256 | -0.1900 | Yes |
| 115 | Gsn | 16038 | -0.258 | -0.1848 | Yes |
| 116 | Ier3 | 16095 | -0.262 | -0.1791 | Yes |
| 117 | Tspo | 16114 | -0.263 | -0.1715 | Yes |
| 118 | Dcn | 16248 | -0.271 | -0.1695 | Yes |
| 119 | Il18 | 16321 | -0.274 | -0.1643 | Yes |
| 120 | Pdgfrb | 16490 | -0.285 | -0.1638 | Yes |
| 121 | Ank | 16495 | -0.285 | -0.1546 | Yes |
| 122 | Nefh | 16623 | -0.291 | -0.1517 | Yes |
| 123 | Fas | 16633 | -0.292 | -0.1426 | Yes |
| 124 | Sod1 | 16849 | -0.306 | -0.1438 | Yes |
| 125 | Ppt1 | 16963 | -0.315 | -0.1394 | Yes |
| 126 | Sod2 | 17049 | -0.319 | -0.1334 | Yes |
| 127 | Gsr | 17081 | -0.321 | -0.1245 | Yes |
| 128 | Txnip | 17087 | -0.321 | -0.1143 | Yes |
| 129 | Lmna | 17178 | -0.326 | -0.1083 | Yes |
| 130 | Dnm1l | 17624 | -0.364 | -0.1196 | Yes |
| 131 | Clu | 17698 | -0.371 | -0.1113 | Yes |
| 132 | Bcl2l11 | 18030 | -0.404 | -0.1153 | Yes |
| 133 | Ppp2r5b | 18104 | -0.412 | -0.1056 | Yes |
| 134 | Gstm2 | 18329 | -0.439 | -0.1029 | Yes |
| 135 | Il1a | 18353 | -0.443 | -0.0897 | Yes |
| 136 | Sat1 | 18354 | -0.443 | -0.0752 | Yes |
| 137 | Dap | 18370 | -0.445 | -0.0614 | Yes |
| 138 | Nedd9 | 18643 | -0.489 | -0.0595 | Yes |
| 139 | Rnasel | 18725 | -0.508 | -0.0472 | Yes |
| 140 | Ifitm3 | 18914 | -0.560 | -0.0386 | Yes |
| 141 | Gadd45a | 18991 | -0.595 | -0.0231 | Yes |
| 142 | Pea15a | 18997 | -0.596 | -0.0038 | Yes |
| 143 | Satb1 | 19028 | -0.610 | 0.0146 | Yes |

