| Dataset | MEP.MEP.mega_Pheno.cls #Group2_versus_Group4.MEP.mega_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_P53_PATHWAY |
| Enrichment Score (ES) | -0.31351253 |
| Normalized Enrichment Score (NES) | -1.1935525 |
| Nominal p-value | 0.2312253 |
| FDR q-value | 0.58684766 |
| FWER p-Value | 0.883 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Atf3 | 374 | 0.633 | -0.0060 | No |
| 2 | Nupr1 | 593 | 0.569 | -0.0052 | No |
| 3 | Gls2 | 708 | 0.543 | 0.0005 | No |
| 4 | Ninj1 | 726 | 0.538 | 0.0111 | No |
| 5 | Elp1 | 740 | 0.536 | 0.0219 | No |
| 6 | Plk2 | 782 | 0.528 | 0.0311 | No |
| 7 | Cdkn2aip | 915 | 0.509 | 0.0351 | No |
| 8 | Ip6k2 | 1041 | 0.487 | 0.0390 | No |
| 9 | Tgfa | 1133 | 0.475 | 0.0444 | No |
| 10 | Polh | 1168 | 0.470 | 0.0527 | No |
| 11 | Cdk5r1 | 1368 | 0.445 | 0.0519 | No |
| 12 | Jun | 1406 | 0.441 | 0.0594 | No |
| 13 | App | 1804 | 0.399 | 0.0472 | No |
| 14 | Tax1bp3 | 2374 | 0.347 | 0.0248 | No |
| 15 | Fos | 2390 | 0.346 | 0.0315 | No |
| 16 | Ccp110 | 2543 | 0.337 | 0.0307 | No |
| 17 | Xpc | 2793 | 0.318 | 0.0245 | No |
| 18 | Ier5 | 3100 | 0.298 | 0.0149 | No |
| 19 | F2r | 3185 | 0.292 | 0.0168 | No |
| 20 | Pcna | 3297 | 0.284 | 0.0170 | No |
| 21 | Ercc5 | 3349 | 0.281 | 0.0204 | No |
| 22 | Sp1 | 3388 | 0.278 | 0.0244 | No |
| 23 | Blcap | 3462 | 0.273 | 0.0264 | No |
| 24 | Fgf13 | 3609 | 0.264 | 0.0244 | No |
| 25 | Pmm1 | 3973 | 0.243 | 0.0106 | No |
| 26 | Vwa5a | 4121 | 0.236 | 0.0080 | No |
| 27 | Trib3 | 4204 | 0.231 | 0.0087 | No |
| 28 | Apaf1 | 4230 | 0.230 | 0.0123 | No |
| 29 | Slc35d1 | 4259 | 0.228 | 0.0157 | No |
| 30 | Csrnp2 | 4380 | 0.220 | 0.0142 | No |
| 31 | Rxra | 4412 | 0.219 | 0.0172 | No |
| 32 | Pvt1 | 4716 | 0.202 | 0.0057 | No |
| 33 | Tm7sf3 | 4730 | 0.201 | 0.0093 | No |
| 34 | Trp63 | 4880 | 0.193 | 0.0057 | No |
| 35 | Hbegf | 4974 | 0.188 | 0.0048 | No |
| 36 | Sfn | 4990 | 0.187 | 0.0081 | No |
| 37 | Btg2 | 5069 | 0.184 | 0.0079 | No |
| 38 | Acvr1b | 5302 | 0.175 | -0.0005 | No |
| 39 | Fbxw7 | 5690 | 0.158 | -0.0173 | No |
| 40 | Upp1 | 5718 | 0.157 | -0.0154 | No |
| 41 | Foxo3 | 5994 | 0.143 | -0.0267 | No |
| 42 | Dgka | 6216 | 0.132 | -0.0354 | No |
| 43 | Baiap2 | 6359 | 0.125 | -0.0402 | No |
| 44 | Ctsd | 6702 | 0.108 | -0.0557 | No |
| 45 | Bmp2 | 6704 | 0.108 | -0.0535 | No |
| 46 | Ralgds | 7043 | 0.092 | -0.0692 | No |
| 47 | Triap1 | 7106 | 0.089 | -0.0705 | No |
| 48 | Dram1 | 7392 | 0.077 | -0.0838 | No |
| 49 | H1f2 | 7624 | 0.067 | -0.0944 | No |
| 50 | Prmt2 | 7689 | 0.065 | -0.0963 | No |
| 51 | Hspa4l | 7761 | 0.061 | -0.0988 | No |
| 52 | Retsat | 7839 | 0.059 | -0.1015 | No |
| 53 | Abcc5 | 7948 | 0.054 | -0.1060 | No |
| 54 | Rchy1 | 8263 | 0.041 | -0.1216 | No |
| 55 | Fuca1 | 8422 | 0.033 | -0.1291 | No |
| 56 | Ddit4 | 8590 | 0.025 | -0.1373 | No |
| 57 | Ddit3 | 8600 | 0.024 | -0.1373 | No |
| 58 | Irag2 | 8638 | 0.023 | -0.1387 | No |
| 59 | Notch1 | 8681 | 0.020 | -0.1405 | No |
| 60 | Mdm2 | 8752 | 0.018 | -0.1438 | No |
| 61 | Ccng1 | 8775 | 0.017 | -0.1446 | No |
| 62 | Osgin1 | 8892 | 0.013 | -0.1503 | No |
| 63 | Aen | 8931 | 0.012 | -0.1521 | No |
| 64 | Fdxr | 9416 | -0.005 | -0.1773 | No |
| 65 | Wwp1 | 9446 | -0.007 | -0.1786 | No |
| 66 | Rap2b | 9471 | -0.008 | -0.1797 | No |
| 67 | Sesn1 | 9481 | -0.008 | -0.1800 | No |
| 68 | Ak1 | 9551 | -0.011 | -0.1834 | No |
| 69 | Kif13b | 9733 | -0.019 | -0.1925 | No |
| 70 | Cdkn1a | 9757 | -0.020 | -0.1932 | No |
| 71 | Plxnb2 | 9788 | -0.021 | -0.1944 | No |
| 72 | Klf4 | 9839 | -0.023 | -0.1965 | No |
| 73 | Cdkn2a | 9948 | -0.028 | -0.2015 | No |
| 74 | Hmox1 | 10117 | -0.034 | -0.2096 | No |
| 75 | Hdac3 | 10118 | -0.034 | -0.2088 | No |
| 76 | Bax | 10479 | -0.050 | -0.2266 | No |
| 77 | Itgb4 | 10481 | -0.050 | -0.2256 | No |
| 78 | S100a4 | 10569 | -0.053 | -0.2290 | No |
| 79 | Cd81 | 10596 | -0.054 | -0.2292 | No |
| 80 | Coq8a | 10611 | -0.055 | -0.2287 | No |
| 81 | Slc3a2 | 10630 | -0.056 | -0.2285 | No |
| 82 | Ptpn14 | 10992 | -0.069 | -0.2459 | No |
| 83 | Cdh13 | 11050 | -0.072 | -0.2473 | No |
| 84 | Rnf19b | 11071 | -0.073 | -0.2468 | No |
| 85 | Rad51c | 11144 | -0.076 | -0.2489 | No |
| 86 | Rb1 | 11196 | -0.078 | -0.2499 | No |
| 87 | Casp1 | 11221 | -0.079 | -0.2495 | No |
| 88 | Sdc1 | 11237 | -0.079 | -0.2486 | No |
| 89 | Stom | 11297 | -0.082 | -0.2499 | No |
| 90 | Rrad | 11338 | -0.084 | -0.2502 | No |
| 91 | Abat | 11406 | -0.087 | -0.2519 | No |
| 92 | Tspyl2 | 11413 | -0.087 | -0.2503 | No |
| 93 | Ephx1 | 11476 | -0.089 | -0.2516 | No |
| 94 | Sat1 | 11774 | -0.100 | -0.2650 | No |
| 95 | Btg1 | 11874 | -0.105 | -0.2679 | No |
| 96 | Il1a | 12028 | -0.111 | -0.2736 | No |
| 97 | Nudt15 | 12240 | -0.120 | -0.2820 | No |
| 98 | Plk3 | 12504 | -0.132 | -0.2929 | No |
| 99 | H2ac25 | 12540 | -0.134 | -0.2919 | No |
| 100 | Socs1 | 12569 | -0.135 | -0.2905 | No |
| 101 | Hexim1 | 12601 | -0.136 | -0.2892 | No |
| 102 | Mapkapk3 | 12644 | -0.139 | -0.2884 | No |
| 103 | Cebpa | 12838 | -0.148 | -0.2953 | No |
| 104 | Jag2 | 12915 | -0.151 | -0.2961 | No |
| 105 | Ankra2 | 12957 | -0.153 | -0.2949 | No |
| 106 | Txnip | 12963 | -0.154 | -0.2919 | No |
| 107 | Tob1 | 13018 | -0.156 | -0.2914 | No |
| 108 | Tcn2 | 13080 | -0.158 | -0.2912 | No |
| 109 | Zmat3 | 13092 | -0.158 | -0.2884 | No |
| 110 | Ccnd3 | 13125 | -0.160 | -0.2866 | No |
| 111 | Trafd1 | 13318 | -0.169 | -0.2930 | No |
| 112 | Mxd1 | 13354 | -0.170 | -0.2912 | No |
| 113 | Rhbdf2 | 13501 | -0.177 | -0.2951 | No |
| 114 | Trp53 | 13548 | -0.179 | -0.2936 | No |
| 115 | Pidd1 | 13662 | -0.185 | -0.2956 | No |
| 116 | Eps8l2 | 13821 | -0.193 | -0.2997 | No |
| 117 | Rab40c | 13878 | -0.195 | -0.2985 | No |
| 118 | St14 | 14026 | -0.202 | -0.3018 | No |
| 119 | Zfp365 | 14228 | -0.211 | -0.3078 | No |
| 120 | Phlda3 | 14276 | -0.213 | -0.3057 | No |
| 121 | Wrap73 | 14302 | -0.214 | -0.3024 | No |
| 122 | Mknk2 | 14308 | -0.214 | -0.2981 | No |
| 123 | Mxd4 | 14309 | -0.214 | -0.2935 | No |
| 124 | Cgrrf1 | 14644 | -0.231 | -0.3060 | No |
| 125 | Tsc22d1 | 14788 | -0.238 | -0.3084 | Yes |
| 126 | Nol8 | 14797 | -0.239 | -0.3037 | Yes |
| 127 | Ndrg1 | 14826 | -0.241 | -0.3000 | Yes |
| 128 | Zfp36l1 | 14880 | -0.243 | -0.2976 | Yes |
| 129 | Pdgfa | 14891 | -0.244 | -0.2929 | Yes |
| 130 | Slc7a11 | 14894 | -0.244 | -0.2877 | Yes |
| 131 | Ctsf | 14965 | -0.249 | -0.2860 | Yes |
| 132 | Ccnk | 14985 | -0.250 | -0.2817 | Yes |
| 133 | Rrp8 | 15254 | -0.263 | -0.2901 | Yes |
| 134 | Procr | 15291 | -0.266 | -0.2862 | Yes |
| 135 | Rad9a | 15320 | -0.268 | -0.2820 | Yes |
| 136 | Vamp8 | 15540 | -0.280 | -0.2874 | Yes |
| 137 | Tnfsf9 | 15562 | -0.281 | -0.2825 | Yes |
| 138 | Zbtb16 | 15613 | -0.285 | -0.2790 | Yes |
| 139 | Sphk1 | 15707 | -0.289 | -0.2777 | Yes |
| 140 | Ldhb | 15748 | -0.291 | -0.2735 | Yes |
| 141 | Pitpnc1 | 15911 | -0.301 | -0.2755 | Yes |
| 142 | Traf4 | 16038 | -0.309 | -0.2755 | Yes |
| 143 | Ppm1d | 16169 | -0.318 | -0.2755 | Yes |
| 144 | Tgfb1 | 16242 | -0.323 | -0.2723 | Yes |
| 145 | Epha2 | 16249 | -0.324 | -0.2657 | Yes |
| 146 | Rpl18 | 16297 | -0.327 | -0.2612 | Yes |
| 147 | Slc19a2 | 16336 | -0.329 | -0.2561 | Yes |
| 148 | Hint1 | 16384 | -0.331 | -0.2514 | Yes |
| 149 | Rpl36 | 16456 | -0.337 | -0.2479 | Yes |
| 150 | Ier3 | 16477 | -0.339 | -0.2417 | Yes |
| 151 | Ei24 | 16491 | -0.341 | -0.2351 | Yes |
| 152 | Steap3 | 16653 | -0.351 | -0.2360 | Yes |
| 153 | Ppp1r15a | 16684 | -0.353 | -0.2300 | Yes |
| 154 | Cyfip2 | 16918 | -0.371 | -0.2342 | Yes |
| 155 | Gm2a | 17008 | -0.378 | -0.2308 | Yes |
| 156 | Ccnd2 | 17053 | -0.382 | -0.2249 | Yes |
| 157 | Perp | 17116 | -0.387 | -0.2199 | Yes |
| 158 | Sertad3 | 17228 | -0.396 | -0.2172 | Yes |
| 159 | Ddb2 | 17358 | -0.405 | -0.2152 | Yes |
| 160 | Tap1 | 17367 | -0.406 | -0.2070 | Yes |
| 161 | Ifi30 | 17409 | -0.410 | -0.2003 | Yes |
| 162 | Tpd52l1 | 17418 | -0.411 | -0.1919 | Yes |
| 163 | Ptpre | 17447 | -0.414 | -0.1845 | Yes |
| 164 | Rps27l | 17527 | -0.420 | -0.1796 | Yes |
| 165 | Def6 | 17579 | -0.426 | -0.1732 | Yes |
| 166 | Fas | 17610 | -0.428 | -0.1656 | Yes |
| 167 | Bak1 | 17740 | -0.443 | -0.1628 | Yes |
| 168 | S100a10 | 17741 | -0.443 | -0.1533 | Yes |
| 169 | H2aj | 17765 | -0.446 | -0.1450 | Yes |
| 170 | Sec61a1 | 17789 | -0.449 | -0.1365 | Yes |
| 171 | Abhd4 | 17833 | -0.453 | -0.1291 | Yes |
| 172 | Dnttip2 | 17850 | -0.455 | -0.1202 | Yes |
| 173 | Pom121 | 17937 | -0.464 | -0.1147 | Yes |
| 174 | Dcxr | 18092 | -0.486 | -0.1123 | Yes |
| 175 | Fam162a | 18096 | -0.487 | -0.1021 | Yes |
| 176 | Rps12 | 18111 | -0.489 | -0.0923 | Yes |
| 177 | Cd82 | 18122 | -0.491 | -0.0823 | Yes |
| 178 | Tprkb | 18213 | -0.504 | -0.0762 | Yes |
| 179 | Ada | 18382 | -0.530 | -0.0737 | Yes |
| 180 | Gadd45a | 18603 | -0.572 | -0.0729 | Yes |
| 181 | Rack1 | 18719 | -0.600 | -0.0660 | Yes |
| 182 | Klk8 | 18732 | -0.604 | -0.0537 | Yes |
| 183 | Irak1 | 18734 | -0.604 | -0.0408 | Yes |
| 184 | Vdr | 18996 | -0.701 | -0.0395 | Yes |
| 185 | Iscu | 19059 | -0.738 | -0.0269 | Yes |
| 186 | Prkab1 | 19182 | -0.844 | -0.0152 | Yes |
| 187 | Hras | 19258 | -1.011 | 0.0026 | Yes |

