| Dataset | MPP.MPP_Pheno.cls#Group2_versus_Group3.MPP_Pheno.cls#Group2_versus_Group3_repos |
| Phenotype | MPP_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | 0.18252309 |
| Normalized Enrichment Score (NES) | 0.7759894 |
| Nominal p-value | 0.7828685 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Dpyd | 122 | 0.746 | 0.0183 | Yes |
| 2 | Mcl1 | 335 | 0.602 | 0.0272 | Yes |
| 3 | Casp4 | 379 | 0.587 | 0.0443 | Yes |
| 4 | Cd38 | 383 | 0.584 | 0.0634 | Yes |
| 5 | Aifm3 | 426 | 0.574 | 0.0801 | Yes |
| 6 | Sptan1 | 571 | 0.535 | 0.0903 | Yes |
| 7 | Tnfsf10 | 912 | 0.464 | 0.0880 | Yes |
| 8 | Jun | 923 | 0.462 | 0.1028 | Yes |
| 9 | Txnip | 1212 | 0.424 | 0.1019 | Yes |
| 10 | Ppp3r1 | 1295 | 0.415 | 0.1113 | Yes |
| 11 | App | 1302 | 0.414 | 0.1246 | Yes |
| 12 | Bmf | 1308 | 0.413 | 0.1380 | Yes |
| 13 | Nefh | 1348 | 0.408 | 0.1494 | Yes |
| 14 | Bik | 1433 | 0.397 | 0.1582 | Yes |
| 15 | Tnfrsf12a | 1732 | 0.369 | 0.1549 | Yes |
| 16 | Rhob | 1779 | 0.364 | 0.1645 | Yes |
| 17 | Tspo | 1871 | 0.357 | 0.1716 | Yes |
| 18 | H1f0 | 2017 | 0.347 | 0.1756 | Yes |
| 19 | Ddit3 | 2183 | 0.335 | 0.1781 | Yes |
| 20 | Pea15a | 2305 | 0.325 | 0.1825 | Yes |
| 21 | Irf1 | 2950 | 0.282 | 0.1586 | No |
| 22 | Fez1 | 3011 | 0.278 | 0.1646 | No |
| 23 | Timp2 | 3186 | 0.266 | 0.1644 | No |
| 24 | Ebp | 3390 | 0.252 | 0.1622 | No |
| 25 | Gstm2 | 3680 | 0.236 | 0.1551 | No |
| 26 | Cdkn1b | 3711 | 0.234 | 0.1613 | No |
| 27 | Cdkn1a | 4008 | 0.219 | 0.1532 | No |
| 28 | Smad7 | 4083 | 0.216 | 0.1565 | No |
| 29 | Bcl2l2 | 4166 | 0.212 | 0.1592 | No |
| 30 | Casp2 | 4302 | 0.205 | 0.1590 | No |
| 31 | Brca1 | 4366 | 0.201 | 0.1624 | No |
| 32 | Mmp2 | 4449 | 0.198 | 0.1647 | No |
| 33 | Ank | 4571 | 0.191 | 0.1647 | No |
| 34 | Pmaip1 | 4862 | 0.176 | 0.1555 | No |
| 35 | Ifitm3 | 5077 | 0.167 | 0.1500 | No |
| 36 | Sat1 | 5185 | 0.161 | 0.1498 | No |
| 37 | Ppt1 | 5199 | 0.161 | 0.1544 | No |
| 38 | Dnm1l | 5410 | 0.150 | 0.1485 | No |
| 39 | Add1 | 5509 | 0.145 | 0.1482 | No |
| 40 | Hgf | 5579 | 0.141 | 0.1493 | No |
| 41 | Etf1 | 5628 | 0.140 | 0.1514 | No |
| 42 | Bcap31 | 5793 | 0.133 | 0.1474 | No |
| 43 | Rela | 6511 | 0.103 | 0.1137 | No |
| 44 | Diablo | 6555 | 0.101 | 0.1148 | No |
| 45 | Bcl2l11 | 6635 | 0.098 | 0.1140 | No |
| 46 | Atf3 | 6651 | 0.098 | 0.1164 | No |
| 47 | Tgfb2 | 6656 | 0.097 | 0.1194 | No |
| 48 | Sc5d | 6682 | 0.096 | 0.1213 | No |
| 49 | Psen2 | 6730 | 0.094 | 0.1220 | No |
| 50 | Lgals3 | 6916 | 0.087 | 0.1153 | No |
| 51 | Emp1 | 6989 | 0.083 | 0.1143 | No |
| 52 | Hmox1 | 7062 | 0.081 | 0.1133 | No |
| 53 | Sod2 | 7355 | 0.071 | 0.1005 | No |
| 54 | Cdk2 | 7557 | 0.064 | 0.0923 | No |
| 55 | Ier3 | 7906 | 0.050 | 0.0760 | No |
| 56 | Rara | 8240 | 0.038 | 0.0600 | No |
| 57 | Psen1 | 8290 | 0.036 | 0.0587 | No |
| 58 | Ptk2 | 8345 | 0.033 | 0.0570 | No |
| 59 | Casp6 | 8510 | 0.027 | 0.0494 | No |
| 60 | Dap | 8768 | 0.018 | 0.0367 | No |
| 61 | Casp8 | 8785 | 0.017 | 0.0365 | No |
| 62 | Birc3 | 8862 | 0.015 | 0.0331 | No |
| 63 | Crebbp | 8896 | 0.014 | 0.0318 | No |
| 64 | Madd | 9092 | 0.007 | 0.0220 | No |
| 65 | Pak1 | 9431 | -0.004 | 0.0047 | No |
| 66 | Gpx3 | 9444 | -0.005 | 0.0042 | No |
| 67 | Gsr | 9547 | -0.009 | -0.0008 | No |
| 68 | Sqstm1 | 9579 | -0.010 | -0.0020 | No |
| 69 | Top2a | 9593 | -0.011 | -0.0023 | No |
| 70 | Pdcd4 | 9977 | -0.024 | -0.0213 | No |
| 71 | Bnip3l | 10111 | -0.029 | -0.0272 | No |
| 72 | Lef1 | 10143 | -0.030 | -0.0278 | No |
| 73 | Rock1 | 10186 | -0.032 | -0.0290 | No |
| 74 | Dnajc3 | 10408 | -0.041 | -0.0390 | No |
| 75 | Vdac2 | 10703 | -0.050 | -0.0525 | No |
| 76 | Cyld | 10724 | -0.051 | -0.0519 | No |
| 77 | Cflar | 10907 | -0.059 | -0.0593 | No |
| 78 | Slc20a1 | 10909 | -0.059 | -0.0575 | No |
| 79 | Rhot2 | 10918 | -0.059 | -0.0559 | No |
| 80 | Fas | 10999 | -0.061 | -0.0580 | No |
| 81 | Tgfbr3 | 11082 | -0.064 | -0.0601 | No |
| 82 | Tap1 | 11244 | -0.071 | -0.0661 | No |
| 83 | Dap3 | 11508 | -0.080 | -0.0771 | No |
| 84 | Mgmt | 11630 | -0.084 | -0.0805 | No |
| 85 | Casp7 | 11820 | -0.093 | -0.0872 | No |
| 86 | Xiap | 12017 | -0.101 | -0.0940 | No |
| 87 | Hmgb2 | 12152 | -0.106 | -0.0974 | No |
| 88 | Gpx4 | 12445 | -0.118 | -0.1086 | No |
| 89 | Bcl10 | 12451 | -0.118 | -0.1050 | No |
| 90 | Rnasel | 12614 | -0.125 | -0.1092 | No |
| 91 | Ctnnb1 | 12735 | -0.130 | -0.1111 | No |
| 92 | Anxa1 | 12768 | -0.131 | -0.1084 | No |
| 93 | Bax | 12965 | -0.139 | -0.1140 | No |
| 94 | Il18 | 12967 | -0.139 | -0.1095 | No |
| 95 | Krt18 | 13076 | -0.143 | -0.1103 | No |
| 96 | Casp1 | 13238 | -0.149 | -0.1137 | No |
| 97 | Erbb3 | 13547 | -0.164 | -0.1242 | No |
| 98 | Cd69 | 13565 | -0.165 | -0.1197 | No |
| 99 | Gadd45a | 13667 | -0.169 | -0.1193 | No |
| 100 | Dffa | 13715 | -0.171 | -0.1161 | No |
| 101 | Gadd45b | 13957 | -0.181 | -0.1226 | No |
| 102 | Sod1 | 14177 | -0.190 | -0.1276 | No |
| 103 | Fdxr | 14383 | -0.200 | -0.1316 | No |
| 104 | Plcb2 | 14525 | -0.207 | -0.1321 | No |
| 105 | Bcl2l1 | 14555 | -0.209 | -0.1267 | No |
| 106 | Eno2 | 14611 | -0.211 | -0.1226 | No |
| 107 | Btg2 | 14644 | -0.213 | -0.1172 | No |
| 108 | Igf2r | 14869 | -0.224 | -0.1214 | No |
| 109 | Pdgfrb | 14903 | -0.225 | -0.1157 | No |
| 110 | Lmna | 14951 | -0.228 | -0.1106 | No |
| 111 | Casp3 | 14971 | -0.228 | -0.1041 | No |
| 112 | Gpx1 | 15072 | -0.233 | -0.1016 | No |
| 113 | Wee1 | 15076 | -0.234 | -0.0940 | No |
| 114 | Casp9 | 15135 | -0.237 | -0.0892 | No |
| 115 | Cd44 | 15214 | -0.241 | -0.0853 | No |
| 116 | Tnf | 15218 | -0.241 | -0.0775 | No |
| 117 | Cav1 | 15335 | -0.248 | -0.0754 | No |
| 118 | Nedd9 | 15506 | -0.256 | -0.0757 | No |
| 119 | Btg3 | 15523 | -0.257 | -0.0680 | No |
| 120 | Gna15 | 15604 | -0.261 | -0.0636 | No |
| 121 | Dnaja1 | 15684 | -0.266 | -0.0589 | No |
| 122 | Satb1 | 16101 | -0.290 | -0.0708 | No |
| 123 | Ppp2r5b | 16346 | -0.306 | -0.0733 | No |
| 124 | Clu | 16584 | -0.321 | -0.0750 | No |
| 125 | Ifngr1 | 16744 | -0.333 | -0.0722 | No |
| 126 | Retsat | 16801 | -0.337 | -0.0640 | No |
| 127 | F2r | 17405 | -0.380 | -0.0825 | No |
| 128 | Timp3 | 17957 | -0.439 | -0.0965 | No |
| 129 | Gch1 | 18248 | -0.474 | -0.0959 | No |
| 130 | Cdc25b | 18275 | -0.477 | -0.0815 | No |
| 131 | Bgn | 18293 | -0.479 | -0.0666 | No |
| 132 | Dcn | 18612 | -0.526 | -0.0657 | No |
| 133 | Gsn | 18896 | -0.583 | -0.0611 | No |
| 134 | Isg20 | 19019 | -0.613 | -0.0472 | No |
| 135 | Bid | 19060 | -0.626 | -0.0286 | No |
| 136 | Ccnd2 | 19194 | -0.684 | -0.0129 | No |
| 137 | Ccnd1 | 19449 | -0.889 | 0.0033 | No |

