| Dataset | Mast.Mast_Pheno.cls #Group1_versus_Group3.Mast_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_APOPTOSIS |
| Enrichment Score (ES) | -0.21572016 |
| Normalized Enrichment Score (NES) | -1.0253716 |
| Nominal p-value | 0.4194215 |
| FDR q-value | 0.8504082 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Jun | 36 | 0.971 | 0.0273 | No |
| 2 | Rara | 74 | 0.865 | 0.0513 | No |
| 3 | Pdgfrb | 102 | 0.821 | 0.0747 | No |
| 4 | Cd44 | 161 | 0.734 | 0.0929 | No |
| 5 | Psen1 | 185 | 0.719 | 0.1134 | No |
| 6 | Il6 | 411 | 0.596 | 0.1138 | No |
| 7 | Tspo | 508 | 0.562 | 0.1235 | No |
| 8 | Satb1 | 849 | 0.472 | 0.1106 | No |
| 9 | Rhob | 854 | 0.471 | 0.1250 | No |
| 10 | Cdkn1b | 988 | 0.444 | 0.1280 | No |
| 11 | Cd69 | 1117 | 0.417 | 0.1306 | No |
| 12 | Tnfsf10 | 1172 | 0.408 | 0.1389 | No |
| 13 | Bcl2l1 | 1457 | 0.364 | 0.1272 | No |
| 14 | Bmf | 1854 | 0.315 | 0.1049 | No |
| 15 | Gsr | 1950 | 0.305 | 0.1067 | No |
| 16 | Prf1 | 2023 | 0.299 | 0.1102 | No |
| 17 | Casp7 | 2304 | 0.272 | 0.0960 | No |
| 18 | Txnip | 2306 | 0.272 | 0.1044 | No |
| 19 | Gpx4 | 2325 | 0.270 | 0.1113 | No |
| 20 | Isg20 | 2449 | 0.259 | 0.1094 | No |
| 21 | Cdkn1a | 2566 | 0.248 | 0.1077 | No |
| 22 | Pea15a | 2634 | 0.242 | 0.1099 | No |
| 23 | Ppt1 | 2755 | 0.231 | 0.1073 | No |
| 24 | Rock1 | 2771 | 0.229 | 0.1132 | No |
| 25 | Bcap31 | 2787 | 0.228 | 0.1191 | No |
| 26 | Gsn | 2914 | 0.216 | 0.1157 | No |
| 27 | Ppp2r5b | 3080 | 0.202 | 0.1086 | No |
| 28 | App | 3124 | 0.199 | 0.1113 | No |
| 29 | Hmgb2 | 3127 | 0.199 | 0.1173 | No |
| 30 | Ptk2 | 3180 | 0.194 | 0.1191 | No |
| 31 | Cflar | 3403 | 0.176 | 0.1066 | No |
| 32 | Casp9 | 3607 | 0.159 | 0.0951 | No |
| 33 | Tgfb2 | 3871 | 0.138 | 0.0781 | No |
| 34 | Gch1 | 3882 | 0.136 | 0.0815 | No |
| 35 | Bid | 3952 | 0.131 | 0.0800 | No |
| 36 | Sptan1 | 3997 | 0.127 | 0.0804 | No |
| 37 | Mgmt | 4081 | 0.121 | 0.0774 | No |
| 38 | Tnf | 4222 | 0.113 | 0.0696 | No |
| 39 | Crebbp | 4319 | 0.106 | 0.0651 | No |
| 40 | Nefh | 4340 | 0.105 | 0.0668 | No |
| 41 | Nedd9 | 4359 | 0.103 | 0.0685 | No |
| 42 | Bcl2l11 | 4450 | 0.097 | 0.0642 | No |
| 43 | Wee1 | 4702 | 0.078 | 0.0463 | No |
| 44 | Bax | 4720 | 0.077 | 0.0473 | No |
| 45 | Top2a | 4811 | 0.071 | 0.0422 | No |
| 46 | Rela | 4945 | 0.060 | 0.0333 | No |
| 47 | Tap1 | 5057 | 0.053 | 0.0259 | No |
| 48 | Birc3 | 5140 | 0.047 | 0.0208 | No |
| 49 | Ebp | 5414 | 0.027 | -0.0005 | No |
| 50 | Sod1 | 5468 | 0.024 | -0.0041 | No |
| 51 | Psen2 | 5478 | 0.023 | -0.0041 | No |
| 52 | Anxa1 | 5540 | 0.019 | -0.0085 | No |
| 53 | Ctnnb1 | 5581 | 0.017 | -0.0112 | No |
| 54 | Pak1 | 5582 | 0.017 | -0.0107 | No |
| 55 | Diablo | 5642 | 0.013 | -0.0150 | No |
| 56 | Sqstm1 | 5883 | -0.000 | -0.0345 | No |
| 57 | Cyld | 6055 | -0.015 | -0.0479 | No |
| 58 | Rnasel | 6290 | -0.031 | -0.0659 | No |
| 59 | Brca1 | 6334 | -0.033 | -0.0684 | No |
| 60 | Casp6 | 6422 | -0.039 | -0.0742 | No |
| 61 | Rhot2 | 6526 | -0.046 | -0.0811 | No |
| 62 | Btg3 | 6594 | -0.051 | -0.0850 | No |
| 63 | Btg2 | 6723 | -0.059 | -0.0935 | No |
| 64 | Ddit3 | 6729 | -0.060 | -0.0920 | No |
| 65 | Etf1 | 6868 | -0.069 | -0.1011 | No |
| 66 | H1f0 | 6995 | -0.077 | -0.1089 | No |
| 67 | Dnajc3 | 7008 | -0.078 | -0.1075 | No |
| 68 | Casp8 | 7097 | -0.085 | -0.1120 | No |
| 69 | Mcl1 | 7238 | -0.095 | -0.1204 | No |
| 70 | Igf2r | 7360 | -0.101 | -0.1270 | No |
| 71 | Ppp3r1 | 7385 | -0.103 | -0.1258 | No |
| 72 | Smad7 | 7502 | -0.110 | -0.1317 | No |
| 73 | Hgf | 7627 | -0.119 | -0.1381 | No |
| 74 | Dnaja1 | 7801 | -0.130 | -0.1481 | No |
| 75 | Retsat | 7936 | -0.141 | -0.1546 | No |
| 76 | Lmna | 7971 | -0.143 | -0.1529 | No |
| 77 | Ifngr1 | 8154 | -0.156 | -0.1628 | No |
| 78 | Irf1 | 8213 | -0.161 | -0.1625 | No |
| 79 | Gna15 | 8226 | -0.162 | -0.1584 | No |
| 80 | Madd | 8251 | -0.164 | -0.1552 | No |
| 81 | Ank | 8398 | -0.174 | -0.1616 | No |
| 82 | Dap | 8486 | -0.182 | -0.1630 | No |
| 83 | Dffa | 8522 | -0.185 | -0.1601 | No |
| 84 | Pdcd4 | 8798 | -0.204 | -0.1761 | No |
| 85 | Dnm1l | 8902 | -0.211 | -0.1779 | No |
| 86 | Xiap | 8988 | -0.216 | -0.1780 | No |
| 87 | Dap3 | 9151 | -0.230 | -0.1840 | No |
| 88 | Casp2 | 9159 | -0.230 | -0.1774 | No |
| 89 | Cdc25b | 9522 | -0.260 | -0.1987 | No |
| 90 | Sc5d | 9733 | -0.277 | -0.2071 | Yes |
| 91 | Timp2 | 9747 | -0.277 | -0.1995 | Yes |
| 92 | Il18 | 9835 | -0.285 | -0.1977 | Yes |
| 93 | Add1 | 9956 | -0.296 | -0.1982 | Yes |
| 94 | Sat1 | 9963 | -0.297 | -0.1894 | Yes |
| 95 | Cdk2 | 10081 | -0.306 | -0.1894 | Yes |
| 96 | Gadd45a | 10361 | -0.333 | -0.2016 | Yes |
| 97 | Timp3 | 10393 | -0.337 | -0.1936 | Yes |
| 98 | Ccnd2 | 10403 | -0.338 | -0.1838 | Yes |
| 99 | Casp3 | 10466 | -0.344 | -0.1782 | Yes |
| 100 | Plcb2 | 10536 | -0.352 | -0.1728 | Yes |
| 101 | Slc20a1 | 10772 | -0.378 | -0.1801 | Yes |
| 102 | Casp1 | 10882 | -0.391 | -0.1767 | Yes |
| 103 | Krt18 | 10953 | -0.401 | -0.1699 | Yes |
| 104 | Bnip3l | 10967 | -0.403 | -0.1584 | Yes |
| 105 | Bcl2l2 | 11191 | -0.435 | -0.1629 | Yes |
| 106 | Tgfbr3 | 11336 | -0.460 | -0.1603 | Yes |
| 107 | Lgals3 | 11526 | -0.492 | -0.1603 | Yes |
| 108 | Gpx1 | 11555 | -0.498 | -0.1470 | Yes |
| 109 | Ier3 | 11784 | -0.551 | -0.1484 | Yes |
| 110 | Bcl10 | 11974 | -0.621 | -0.1443 | Yes |
| 111 | Ifitm3 | 12067 | -0.656 | -0.1314 | Yes |
| 112 | Casp4 | 12125 | -0.675 | -0.1150 | Yes |
| 113 | F2r | 12158 | -0.693 | -0.0959 | Yes |
| 114 | Mmp2 | 12201 | -0.729 | -0.0766 | Yes |
| 115 | Fdxr | 12208 | -0.732 | -0.0543 | Yes |
| 116 | Erbb3 | 12229 | -0.752 | -0.0325 | Yes |
| 117 | Sod2 | 12261 | -0.781 | -0.0107 | Yes |
| 118 | Vdac2 | 12286 | -0.809 | 0.0126 | Yes |

