| Dataset | MEP.MEP.mega_Pheno.cls #Group1_versus_Group4.MEP.mega_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_P53_PATHWAY |
| Enrichment Score (ES) | -0.28097585 |
| Normalized Enrichment Score (NES) | -1.1032962 |
| Nominal p-value | 0.33264032 |
| FDR q-value | 0.54784805 |
| FWER p-Value | 0.962 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Trib3 | 299 | 0.684 | -0.0021 | No |
| 2 | Fos | 302 | 0.683 | 0.0114 | No |
| 3 | Tgfa | 339 | 0.659 | 0.0225 | No |
| 4 | Dram1 | 367 | 0.646 | 0.0339 | No |
| 5 | F2r | 448 | 0.619 | 0.0420 | No |
| 6 | Jun | 632 | 0.572 | 0.0438 | No |
| 7 | Zmat3 | 652 | 0.565 | 0.0540 | No |
| 8 | Blcap | 737 | 0.546 | 0.0604 | No |
| 9 | Baiap2 | 807 | 0.529 | 0.0672 | No |
| 10 | Ralgds | 864 | 0.522 | 0.0747 | No |
| 11 | Ddit4 | 1243 | 0.462 | 0.0640 | No |
| 12 | Plk2 | 1260 | 0.460 | 0.0723 | No |
| 13 | Cdkn2aip | 1307 | 0.453 | 0.0789 | No |
| 14 | Ccp110 | 1478 | 0.432 | 0.0786 | No |
| 15 | Elp1 | 1767 | 0.398 | 0.0714 | No |
| 16 | Coq8a | 1957 | 0.382 | 0.0691 | No |
| 17 | Fgf13 | 1983 | 0.379 | 0.0753 | No |
| 18 | Ip6k2 | 2045 | 0.372 | 0.0794 | No |
| 19 | Hbegf | 2129 | 0.365 | 0.0823 | No |
| 20 | Atf3 | 2561 | 0.334 | 0.0664 | No |
| 21 | Mknk2 | 2989 | 0.305 | 0.0501 | No |
| 22 | App | 3023 | 0.302 | 0.0544 | No |
| 23 | Sp1 | 3133 | 0.294 | 0.0545 | No |
| 24 | Polh | 3237 | 0.287 | 0.0548 | No |
| 25 | Hmox1 | 3717 | 0.256 | 0.0348 | No |
| 26 | Sfn | 3762 | 0.254 | 0.0375 | No |
| 27 | Abat | 3822 | 0.250 | 0.0394 | No |
| 28 | Jag2 | 4080 | 0.235 | 0.0306 | No |
| 29 | Zfp365 | 4233 | 0.229 | 0.0272 | No |
| 30 | Aen | 4440 | 0.219 | 0.0208 | No |
| 31 | Cdh13 | 4774 | 0.201 | 0.0073 | No |
| 32 | Pmm1 | 4876 | 0.196 | 0.0059 | No |
| 33 | Pvt1 | 5103 | 0.185 | -0.0022 | No |
| 34 | Rchy1 | 5325 | 0.175 | -0.0103 | No |
| 35 | Tob1 | 5332 | 0.175 | -0.0072 | No |
| 36 | Csrnp2 | 5438 | 0.169 | -0.0093 | No |
| 37 | Xpc | 5445 | 0.169 | -0.0063 | No |
| 38 | Fdxr | 5582 | 0.161 | -0.0102 | No |
| 39 | Pcna | 5679 | 0.156 | -0.0122 | No |
| 40 | Dgka | 6106 | 0.134 | -0.0318 | No |
| 41 | Ccnk | 6157 | 0.132 | -0.0318 | No |
| 42 | Rb1 | 6163 | 0.132 | -0.0294 | No |
| 43 | Osgin1 | 6190 | 0.131 | -0.0282 | No |
| 44 | Kif13b | 6240 | 0.129 | -0.0282 | No |
| 45 | Irag2 | 6247 | 0.128 | -0.0260 | No |
| 46 | Gls2 | 6261 | 0.128 | -0.0241 | No |
| 47 | Fbxw7 | 6626 | 0.118 | -0.0408 | No |
| 48 | Ctsd | 6642 | 0.118 | -0.0393 | No |
| 49 | Hspa4l | 6648 | 0.117 | -0.0372 | No |
| 50 | Wwp1 | 6660 | 0.117 | -0.0355 | No |
| 51 | Ctsf | 6786 | 0.111 | -0.0398 | No |
| 52 | Stom | 6819 | 0.109 | -0.0393 | No |
| 53 | Mdm2 | 6858 | 0.107 | -0.0392 | No |
| 54 | Ninj1 | 6885 | 0.106 | -0.0385 | No |
| 55 | Ak1 | 6992 | 0.101 | -0.0420 | No |
| 56 | Foxo3 | 7174 | 0.092 | -0.0497 | No |
| 57 | Notch1 | 7221 | 0.090 | -0.0503 | No |
| 58 | Txnip | 7330 | 0.084 | -0.0543 | No |
| 59 | Sesn1 | 7450 | 0.079 | -0.0589 | No |
| 60 | H2ac25 | 7460 | 0.079 | -0.0578 | No |
| 61 | Zbtb16 | 7513 | 0.077 | -0.0590 | No |
| 62 | Tm7sf3 | 7548 | 0.075 | -0.0593 | No |
| 63 | Epha2 | 7580 | 0.073 | -0.0595 | No |
| 64 | Slc3a2 | 7712 | 0.068 | -0.0650 | No |
| 65 | S100a4 | 7870 | 0.060 | -0.0720 | No |
| 66 | Klf4 | 7896 | 0.058 | -0.0722 | No |
| 67 | Ercc5 | 7929 | 0.057 | -0.0727 | No |
| 68 | St14 | 8036 | 0.052 | -0.0772 | No |
| 69 | Eps8l2 | 8145 | 0.048 | -0.0819 | No |
| 70 | Cdkn1a | 8757 | 0.023 | -0.1134 | No |
| 71 | Bax | 8801 | 0.021 | -0.1152 | No |
| 72 | Apaf1 | 8966 | 0.014 | -0.1235 | No |
| 73 | Itgb4 | 8981 | 0.013 | -0.1240 | No |
| 74 | Btg1 | 9176 | 0.005 | -0.1340 | No |
| 75 | Vwa5a | 9640 | -0.009 | -0.1581 | No |
| 76 | Tspyl2 | 9761 | -0.014 | -0.1641 | No |
| 77 | Ier5 | 9832 | -0.018 | -0.1674 | No |
| 78 | Ccng1 | 9895 | -0.021 | -0.1702 | No |
| 79 | Fuca1 | 9917 | -0.022 | -0.1709 | No |
| 80 | Btg2 | 10015 | -0.028 | -0.1754 | No |
| 81 | Slc35d1 | 10109 | -0.032 | -0.1796 | No |
| 82 | Perp | 10388 | -0.044 | -0.1933 | No |
| 83 | Sertad3 | 10412 | -0.045 | -0.1936 | No |
| 84 | Cdkn2a | 10583 | -0.052 | -0.2014 | No |
| 85 | Triap1 | 10653 | -0.055 | -0.2040 | No |
| 86 | Mxd4 | 10706 | -0.058 | -0.2055 | No |
| 87 | Slc19a2 | 10957 | -0.069 | -0.2172 | No |
| 88 | Rab40c | 10980 | -0.070 | -0.2170 | No |
| 89 | Pidd1 | 11042 | -0.073 | -0.2187 | No |
| 90 | Ccnd2 | 11143 | -0.077 | -0.2224 | No |
| 91 | Rhbdf2 | 11187 | -0.079 | -0.2231 | No |
| 92 | Rrp8 | 11208 | -0.080 | -0.2226 | No |
| 93 | Tnfsf9 | 11265 | -0.083 | -0.2239 | No |
| 94 | Sphk1 | 11361 | -0.087 | -0.2271 | No |
| 95 | Cyfip2 | 11422 | -0.090 | -0.2285 | No |
| 96 | Sdc1 | 11542 | -0.096 | -0.2328 | No |
| 97 | Nol8 | 11608 | -0.098 | -0.2342 | No |
| 98 | Bmp2 | 11796 | -0.107 | -0.2419 | No |
| 99 | Socs1 | 11883 | -0.111 | -0.2442 | No |
| 100 | Nudt15 | 11980 | -0.115 | -0.2469 | No |
| 101 | Def6 | 12005 | -0.116 | -0.2459 | No |
| 102 | Plk3 | 12128 | -0.121 | -0.2499 | No |
| 103 | Tax1bp3 | 12140 | -0.122 | -0.2480 | No |
| 104 | Mapkapk3 | 12175 | -0.123 | -0.2474 | No |
| 105 | Hdac3 | 12188 | -0.124 | -0.2455 | No |
| 106 | Rap2b | 12217 | -0.125 | -0.2445 | No |
| 107 | H1f2 | 12405 | -0.132 | -0.2517 | No |
| 108 | Slc7a11 | 12682 | -0.144 | -0.2633 | No |
| 109 | Abcc5 | 12818 | -0.150 | -0.2674 | No |
| 110 | Ppm1d | 12961 | -0.156 | -0.2717 | No |
| 111 | Ephx1 | 12990 | -0.157 | -0.2700 | No |
| 112 | Zfp36l1 | 13070 | -0.161 | -0.2710 | No |
| 113 | Ankra2 | 13173 | -0.166 | -0.2730 | No |
| 114 | Hexim1 | 13199 | -0.167 | -0.2710 | No |
| 115 | Plxnb2 | 13241 | -0.169 | -0.2698 | No |
| 116 | Rad9a | 13303 | -0.171 | -0.2696 | No |
| 117 | Traf4 | 13375 | -0.172 | -0.2699 | No |
| 118 | Cd81 | 13474 | -0.177 | -0.2715 | No |
| 119 | Rnf19b | 13504 | -0.179 | -0.2695 | No |
| 120 | Ptpn14 | 13549 | -0.181 | -0.2682 | No |
| 121 | Pom121 | 13638 | -0.184 | -0.2692 | No |
| 122 | Ppp1r15a | 13665 | -0.185 | -0.2669 | No |
| 123 | Prmt2 | 13681 | -0.187 | -0.2639 | No |
| 124 | Rxra | 13689 | -0.187 | -0.2606 | No |
| 125 | Ddit3 | 13716 | -0.188 | -0.2582 | No |
| 126 | Upp1 | 13873 | -0.195 | -0.2625 | No |
| 127 | Steap3 | 13925 | -0.198 | -0.2613 | No |
| 128 | Ada | 14009 | -0.202 | -0.2616 | No |
| 129 | Trp63 | 14070 | -0.206 | -0.2607 | No |
| 130 | Sat1 | 14352 | -0.217 | -0.2711 | No |
| 131 | Dcxr | 14425 | -0.221 | -0.2705 | No |
| 132 | Rad51c | 14438 | -0.222 | -0.2667 | No |
| 133 | Rrad | 14487 | -0.225 | -0.2648 | No |
| 134 | Cdk5r1 | 14576 | -0.230 | -0.2648 | No |
| 135 | Il1a | 14593 | -0.230 | -0.2611 | No |
| 136 | Tpd52l1 | 14682 | -0.235 | -0.2610 | No |
| 137 | Irak1 | 14801 | -0.242 | -0.2624 | No |
| 138 | Tsc22d1 | 14887 | -0.247 | -0.2620 | No |
| 139 | Hint1 | 14890 | -0.247 | -0.2572 | No |
| 140 | Nupr1 | 14977 | -0.250 | -0.2567 | No |
| 141 | Ddb2 | 15011 | -0.252 | -0.2535 | No |
| 142 | Pdgfa | 15075 | -0.256 | -0.2517 | No |
| 143 | Trp53 | 15173 | -0.261 | -0.2516 | No |
| 144 | Ptpre | 15329 | -0.271 | -0.2543 | No |
| 145 | Fam162a | 15485 | -0.277 | -0.2569 | No |
| 146 | Retsat | 15504 | -0.279 | -0.2524 | No |
| 147 | Ier3 | 15663 | -0.289 | -0.2549 | No |
| 148 | Acvr1b | 15865 | -0.300 | -0.2595 | No |
| 149 | Cd82 | 15876 | -0.301 | -0.2540 | No |
| 150 | Mxd1 | 16095 | -0.317 | -0.2592 | No |
| 151 | Wrap73 | 16269 | -0.328 | -0.2617 | No |
| 152 | Tgfb1 | 16301 | -0.329 | -0.2568 | No |
| 153 | Tcn2 | 16544 | -0.346 | -0.2626 | No |
| 154 | Vamp8 | 16555 | -0.347 | -0.2562 | No |
| 155 | Bak1 | 17029 | -0.384 | -0.2734 | Yes |
| 156 | Gadd45a | 17123 | -0.394 | -0.2704 | Yes |
| 157 | Pitpnc1 | 17218 | -0.401 | -0.2674 | Yes |
| 158 | Fas | 17219 | -0.401 | -0.2595 | Yes |
| 159 | Tap1 | 17323 | -0.411 | -0.2567 | Yes |
| 160 | H2aj | 17333 | -0.412 | -0.2490 | Yes |
| 161 | Tprkb | 17351 | -0.414 | -0.2417 | Yes |
| 162 | Procr | 17612 | -0.434 | -0.2467 | Yes |
| 163 | Abhd4 | 17900 | -0.468 | -0.2524 | Yes |
| 164 | Casp1 | 18083 | -0.494 | -0.2522 | Yes |
| 165 | Rpl36 | 18187 | -0.509 | -0.2475 | Yes |
| 166 | Ndrg1 | 18191 | -0.510 | -0.2375 | Yes |
| 167 | Trafd1 | 18208 | -0.513 | -0.2282 | Yes |
| 168 | Sec61a1 | 18214 | -0.514 | -0.2183 | Yes |
| 169 | Ldhb | 18323 | -0.535 | -0.2134 | Yes |
| 170 | Dnttip2 | 18436 | -0.556 | -0.2082 | Yes |
| 171 | Vdr | 18668 | -0.605 | -0.2083 | Yes |
| 172 | Ei24 | 18745 | -0.628 | -0.1998 | Yes |
| 173 | Gm2a | 18748 | -0.629 | -0.1875 | Yes |
| 174 | S100a10 | 18855 | -0.658 | -0.1800 | Yes |
| 175 | Rack1 | 18859 | -0.659 | -0.1671 | Yes |
| 176 | Ccnd3 | 18873 | -0.663 | -0.1546 | Yes |
| 177 | Cgrrf1 | 18878 | -0.666 | -0.1416 | Yes |
| 178 | Rpl18 | 18926 | -0.685 | -0.1305 | Yes |
| 179 | Phlda3 | 18940 | -0.688 | -0.1176 | Yes |
| 180 | Cebpa | 18971 | -0.709 | -0.1051 | Yes |
| 181 | Klk8 | 19027 | -0.738 | -0.0933 | Yes |
| 182 | Iscu | 19156 | -0.835 | -0.0835 | Yes |
| 183 | Rps27l | 19170 | -0.853 | -0.0673 | Yes |
| 184 | Rps12 | 19180 | -0.860 | -0.0507 | Yes |
| 185 | Prkab1 | 19184 | -0.863 | -0.0338 | Yes |
| 186 | Ifi30 | 19189 | -0.868 | -0.0168 | Yes |
| 187 | Hras | 19294 | -1.156 | 0.0007 | Yes |

