| Dataset | MPP.MPP_Pheno.cls#Group6_versus_Group8.MPP_Pheno.cls#Group6_versus_Group8_repos |
| Phenotype | MPP_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 5 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | -0.2830571 |
| Normalized Enrichment Score (NES) | -1.3261002 |
| Nominal p-value | 0.061181433 |
| FDR q-value | 0.39474142 |
| FWER p-Value | 0.783 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Rhot2 | 47 | 1.004 | 0.0295 | No |
| 2 | Ccnd1 | 234 | 0.740 | 0.0434 | No |
| 3 | Btg3 | 476 | 0.609 | 0.0503 | No |
| 4 | Mcl1 | 800 | 0.553 | 0.0512 | No |
| 5 | Igf2r | 888 | 0.526 | 0.0634 | No |
| 6 | Bcl2l2 | 1321 | 0.451 | 0.0555 | No |
| 7 | Psen1 | 2302 | 0.366 | 0.0165 | No |
| 8 | Sqstm1 | 2521 | 0.345 | 0.0162 | No |
| 9 | Tnfrsf12a | 2887 | 0.313 | 0.0073 | No |
| 10 | Rela | 2894 | 0.312 | 0.0169 | No |
| 11 | Tnf | 2908 | 0.312 | 0.0262 | No |
| 12 | Bik | 2915 | 0.311 | 0.0357 | No |
| 13 | Etf1 | 2961 | 0.307 | 0.0432 | No |
| 14 | Psen2 | 2990 | 0.305 | 0.0514 | No |
| 15 | Gpx3 | 3023 | 0.303 | 0.0594 | No |
| 16 | Pak1 | 3158 | 0.295 | 0.0618 | No |
| 17 | Tgfbr3 | 3535 | 0.275 | 0.0512 | No |
| 18 | Mgmt | 3556 | 0.274 | 0.0588 | No |
| 19 | Dcn | 3706 | 0.264 | 0.0595 | No |
| 20 | Ptk2 | 3823 | 0.260 | 0.0618 | No |
| 21 | Bax | 3881 | 0.256 | 0.0670 | No |
| 22 | Sptan1 | 4030 | 0.252 | 0.0674 | No |
| 23 | Isg20 | 4052 | 0.251 | 0.0743 | No |
| 24 | Dnm1l | 4365 | 0.240 | 0.0658 | No |
| 25 | Anxa1 | 4379 | 0.239 | 0.0727 | No |
| 26 | Casp7 | 4589 | 0.231 | 0.0693 | No |
| 27 | Timp3 | 4699 | 0.224 | 0.0708 | No |
| 28 | Casp9 | 4839 | 0.216 | 0.0705 | No |
| 29 | Rara | 4935 | 0.211 | 0.0723 | No |
| 30 | Dnajc3 | 5098 | 0.201 | 0.0704 | No |
| 31 | Timp2 | 5416 | 0.184 | 0.0598 | No |
| 32 | Lef1 | 5706 | 0.170 | 0.0503 | No |
| 33 | Jun | 5804 | 0.164 | 0.0505 | No |
| 34 | Birc3 | 6164 | 0.147 | 0.0367 | No |
| 35 | Xiap | 6180 | 0.147 | 0.0406 | No |
| 36 | Add1 | 6412 | 0.136 | 0.0330 | No |
| 37 | Clu | 6437 | 0.135 | 0.0360 | No |
| 38 | Dffa | 6537 | 0.130 | 0.0350 | No |
| 39 | Wee1 | 6707 | 0.121 | 0.0302 | No |
| 40 | Nedd9 | 6809 | 0.118 | 0.0287 | No |
| 41 | Dap3 | 6827 | 0.117 | 0.0315 | No |
| 42 | Il18 | 6871 | 0.115 | 0.0330 | No |
| 43 | Gsr | 6962 | 0.111 | 0.0319 | No |
| 44 | Brca1 | 6998 | 0.110 | 0.0336 | No |
| 45 | Plcb2 | 7150 | 0.103 | 0.0290 | No |
| 46 | Tnfsf10 | 7292 | 0.097 | 0.0248 | No |
| 47 | Slc20a1 | 7917 | 0.072 | -0.0051 | No |
| 48 | Ctnnb1 | 8044 | 0.067 | -0.0095 | No |
| 49 | Cd38 | 8125 | 0.064 | -0.0116 | No |
| 50 | Sc5d | 8291 | 0.058 | -0.0182 | No |
| 51 | Fez1 | 8300 | 0.057 | -0.0168 | No |
| 52 | Tspo | 8664 | 0.044 | -0.0342 | No |
| 53 | Top2a | 8677 | 0.044 | -0.0334 | No |
| 54 | Fas | 8752 | 0.041 | -0.0359 | No |
| 55 | Mmp2 | 8832 | 0.038 | -0.0388 | No |
| 56 | Txnip | 8915 | 0.035 | -0.0419 | No |
| 57 | Tgfb2 | 9017 | 0.030 | -0.0462 | No |
| 58 | Gstm2 | 9113 | 0.027 | -0.0502 | No |
| 59 | Sod2 | 9153 | 0.026 | -0.0514 | No |
| 60 | Rnasel | 9228 | 0.022 | -0.0545 | No |
| 61 | Casp8 | 9353 | 0.018 | -0.0603 | No |
| 62 | Casp6 | 9605 | 0.008 | -0.0730 | No |
| 63 | App | 9828 | 0.000 | -0.0845 | No |
| 64 | Cav1 | 9887 | 0.000 | -0.0875 | No |
| 65 | Atf3 | 10243 | -0.003 | -0.1057 | No |
| 66 | Btg2 | 10271 | -0.003 | -0.1070 | No |
| 67 | Ppp3r1 | 10324 | -0.006 | -0.1095 | No |
| 68 | Cdk2 | 10366 | -0.007 | -0.1114 | No |
| 69 | Pea15a | 10431 | -0.009 | -0.1144 | No |
| 70 | Bcl2l1 | 10565 | -0.012 | -0.1209 | No |
| 71 | Sat1 | 10700 | -0.016 | -0.1273 | No |
| 72 | Ccnd2 | 10731 | -0.017 | -0.1284 | No |
| 73 | Cdkn1a | 10951 | -0.026 | -0.1388 | No |
| 74 | Cd44 | 10970 | -0.027 | -0.1389 | No |
| 75 | Bnip3l | 11001 | -0.028 | -0.1396 | No |
| 76 | Ank | 11109 | -0.032 | -0.1441 | No |
| 77 | Rock1 | 11199 | -0.035 | -0.1475 | No |
| 78 | H1f0 | 11654 | -0.052 | -0.1693 | No |
| 79 | F2r | 12212 | -0.075 | -0.1957 | No |
| 80 | Fdxr | 12267 | -0.076 | -0.1961 | No |
| 81 | Ppp2r5b | 12614 | -0.088 | -0.2111 | No |
| 82 | Ppt1 | 12647 | -0.089 | -0.2099 | No |
| 83 | Gna15 | 12672 | -0.090 | -0.2083 | No |
| 84 | Bid | 12779 | -0.095 | -0.2107 | No |
| 85 | Casp1 | 13050 | -0.106 | -0.2213 | No |
| 86 | Bmf | 13233 | -0.112 | -0.2271 | No |
| 87 | Irf1 | 13306 | -0.116 | -0.2272 | No |
| 88 | Dnaja1 | 13397 | -0.119 | -0.2280 | No |
| 89 | Bgn | 13437 | -0.121 | -0.2262 | No |
| 90 | Gch1 | 13584 | -0.128 | -0.2297 | No |
| 91 | Cd69 | 13658 | -0.131 | -0.2293 | No |
| 92 | Bcl2l11 | 14023 | -0.146 | -0.2434 | No |
| 93 | Dpyd | 14260 | -0.158 | -0.2505 | No |
| 94 | Vdac2 | 14370 | -0.163 | -0.2510 | No |
| 95 | Pmaip1 | 14916 | -0.191 | -0.2730 | No |
| 96 | Sod1 | 15111 | -0.202 | -0.2766 | Yes |
| 97 | Crebbp | 15173 | -0.205 | -0.2733 | Yes |
| 98 | Madd | 15174 | -0.205 | -0.2668 | Yes |
| 99 | Retsat | 15197 | -0.206 | -0.2613 | Yes |
| 100 | Krt18 | 15343 | -0.214 | -0.2620 | Yes |
| 101 | Bcap31 | 15480 | -0.221 | -0.2621 | Yes |
| 102 | Nefh | 15685 | -0.232 | -0.2652 | Yes |
| 103 | Erbb3 | 15686 | -0.232 | -0.2578 | Yes |
| 104 | Ier3 | 15965 | -0.249 | -0.2643 | Yes |
| 105 | Cflar | 16011 | -0.251 | -0.2586 | Yes |
| 106 | Cyld | 16146 | -0.260 | -0.2573 | Yes |
| 107 | Casp2 | 16149 | -0.260 | -0.2491 | Yes |
| 108 | Cdc25b | 16174 | -0.262 | -0.2420 | Yes |
| 109 | Gpx4 | 16239 | -0.266 | -0.2369 | Yes |
| 110 | Emp1 | 16590 | -0.285 | -0.2459 | Yes |
| 111 | Smad7 | 16629 | -0.288 | -0.2387 | Yes |
| 112 | Hmgb2 | 16710 | -0.293 | -0.2335 | Yes |
| 113 | Rhob | 16886 | -0.302 | -0.2329 | Yes |
| 114 | Cdkn1b | 17224 | -0.324 | -0.2400 | Yes |
| 115 | Aifm3 | 17502 | -0.345 | -0.2434 | Yes |
| 116 | Gadd45b | 17546 | -0.350 | -0.2345 | Yes |
| 117 | Diablo | 17633 | -0.356 | -0.2276 | Yes |
| 118 | Pdcd4 | 17728 | -0.362 | -0.2209 | Yes |
| 119 | Tap1 | 17939 | -0.385 | -0.2195 | Yes |
| 120 | Hgf | 18188 | -0.416 | -0.2191 | Yes |
| 121 | Casp3 | 18195 | -0.417 | -0.2061 | Yes |
| 122 | Bcl10 | 18237 | -0.423 | -0.1948 | Yes |
| 123 | Ifngr1 | 18316 | -0.433 | -0.1851 | Yes |
| 124 | Pdgfrb | 18390 | -0.445 | -0.1747 | Yes |
| 125 | Hmox1 | 18451 | -0.455 | -0.1633 | Yes |
| 126 | Gadd45a | 18452 | -0.455 | -0.1489 | Yes |
| 127 | Lmna | 18668 | -0.488 | -0.1445 | Yes |
| 128 | Casp4 | 18671 | -0.488 | -0.1291 | Yes |
| 129 | Lgals3 | 18734 | -0.501 | -0.1164 | Yes |
| 130 | Satb1 | 18851 | -0.520 | -0.1058 | Yes |
| 131 | Dap | 18923 | -0.535 | -0.0925 | Yes |
| 132 | Gsn | 19030 | -0.565 | -0.0800 | Yes |
| 133 | Eno2 | 19165 | -0.619 | -0.0673 | Yes |
| 134 | Gpx1 | 19199 | -0.632 | -0.0489 | Yes |
| 135 | Ddit3 | 19218 | -0.646 | -0.0293 | Yes |
| 136 | Ifitm3 | 19286 | -0.688 | -0.0109 | Yes |
| 137 | Ebp | 19324 | -0.708 | 0.0097 | Yes |

