| Dataset | MPP.MPP_Pheno.cls#Group2_versus_Group4.MPP_Pheno.cls#Group2_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_P53_PATHWAY |
| Enrichment Score (ES) | -0.23406747 |
| Normalized Enrichment Score (NES) | -0.98857343 |
| Nominal p-value | 0.475891 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Stom | 11 | 1.131 | 0.0216 | No |
| 2 | Gls2 | 56 | 0.926 | 0.0375 | No |
| 3 | Zmat3 | 67 | 0.901 | 0.0547 | No |
| 4 | Fos | 232 | 0.708 | 0.0601 | No |
| 5 | Plxnb2 | 359 | 0.646 | 0.0662 | No |
| 6 | Hexim1 | 415 | 0.622 | 0.0756 | No |
| 7 | App | 448 | 0.612 | 0.0860 | No |
| 8 | Rxra | 475 | 0.603 | 0.0964 | No |
| 9 | Lif | 483 | 0.601 | 0.1079 | No |
| 10 | Ip6k2 | 701 | 0.546 | 0.1074 | No |
| 11 | H1f2 | 806 | 0.528 | 0.1123 | No |
| 12 | Slc35d1 | 847 | 0.523 | 0.1205 | No |
| 13 | Jun | 963 | 0.503 | 0.1245 | No |
| 14 | Phlda3 | 1008 | 0.495 | 0.1319 | No |
| 15 | Ier5 | 1042 | 0.490 | 0.1398 | No |
| 16 | Eps8l2 | 1342 | 0.449 | 0.1331 | No |
| 17 | Cdkn1a | 1446 | 0.437 | 0.1364 | No |
| 18 | Atf3 | 1713 | 0.405 | 0.1305 | No |
| 19 | Rab40c | 1953 | 0.381 | 0.1257 | No |
| 20 | Acvr1b | 2402 | 0.341 | 0.1092 | No |
| 21 | Ak1 | 2469 | 0.336 | 0.1123 | No |
| 22 | Cdkn2a | 2493 | 0.334 | 0.1177 | No |
| 23 | Csrnp2 | 2549 | 0.330 | 0.1213 | No |
| 24 | Ccp110 | 2569 | 0.328 | 0.1268 | No |
| 25 | Cdkn2aip | 2595 | 0.327 | 0.1319 | No |
| 26 | Mdm2 | 2640 | 0.323 | 0.1360 | No |
| 27 | Rad51c | 2733 | 0.316 | 0.1374 | No |
| 28 | Elp1 | 2824 | 0.309 | 0.1388 | No |
| 29 | Fdxr | 2843 | 0.308 | 0.1439 | No |
| 30 | Trp63 | 2958 | 0.301 | 0.1439 | No |
| 31 | Ctsd | 2987 | 0.300 | 0.1484 | No |
| 32 | Plk3 | 3192 | 0.287 | 0.1435 | No |
| 33 | Ier3 | 3305 | 0.281 | 0.1432 | No |
| 34 | Prmt2 | 3310 | 0.280 | 0.1485 | No |
| 35 | Blcap | 3582 | 0.264 | 0.1396 | No |
| 36 | Fgf13 | 3813 | 0.250 | 0.1327 | No |
| 37 | Coq8a | 4268 | 0.223 | 0.1135 | No |
| 38 | Fas | 4319 | 0.220 | 0.1153 | No |
| 39 | Xpc | 4473 | 0.215 | 0.1116 | No |
| 40 | Cd82 | 4616 | 0.208 | 0.1083 | No |
| 41 | Cdk5r1 | 4760 | 0.200 | 0.1048 | No |
| 42 | Rad9a | 4893 | 0.193 | 0.1018 | No |
| 43 | Retsat | 4969 | 0.189 | 0.1016 | No |
| 44 | Sp1 | 4988 | 0.188 | 0.1044 | No |
| 45 | Rhbdf2 | 5119 | 0.183 | 0.1012 | No |
| 46 | Itgb4 | 5158 | 0.181 | 0.1028 | No |
| 47 | Pcna | 5182 | 0.179 | 0.1051 | No |
| 48 | Sfn | 5314 | 0.171 | 0.1017 | No |
| 49 | Aen | 5451 | 0.165 | 0.0979 | No |
| 50 | Pmm1 | 5760 | 0.151 | 0.0849 | No |
| 51 | S100a4 | 5839 | 0.147 | 0.0838 | No |
| 52 | Hspa4l | 5909 | 0.143 | 0.0830 | No |
| 53 | Foxo3 | 5957 | 0.140 | 0.0833 | No |
| 54 | Fuca1 | 6086 | 0.134 | 0.0793 | No |
| 55 | Tax1bp3 | 6181 | 0.131 | 0.0770 | No |
| 56 | Perp | 6262 | 0.126 | 0.0754 | No |
| 57 | Hmox1 | 6433 | 0.121 | 0.0689 | No |
| 58 | Nupr1 | 6674 | 0.110 | 0.0587 | No |
| 59 | Mknk2 | 6792 | 0.103 | 0.0547 | No |
| 60 | Slc3a2 | 6890 | 0.099 | 0.0516 | No |
| 61 | Ddit3 | 7017 | 0.093 | 0.0469 | No |
| 62 | Sdc1 | 7084 | 0.090 | 0.0453 | No |
| 63 | Pvt1 | 7161 | 0.087 | 0.0430 | No |
| 64 | Baiap2 | 7222 | 0.085 | 0.0416 | No |
| 65 | Mxd1 | 7251 | 0.084 | 0.0418 | No |
| 66 | Apaf1 | 7427 | 0.078 | 0.0343 | No |
| 67 | Ada | 7646 | 0.070 | 0.0243 | No |
| 68 | Rb1 | 7699 | 0.067 | 0.0230 | No |
| 69 | Triap1 | 7834 | 0.062 | 0.0173 | No |
| 70 | Dcxr | 7885 | 0.060 | 0.0159 | No |
| 71 | Gadd45a | 7891 | 0.060 | 0.0168 | No |
| 72 | Rrp8 | 8058 | 0.053 | 0.0092 | No |
| 73 | Ptpn14 | 8086 | 0.051 | 0.0088 | No |
| 74 | Slc7a11 | 8209 | 0.047 | 0.0034 | No |
| 75 | Tob1 | 8234 | 0.046 | 0.0031 | No |
| 76 | Tpd52l1 | 8340 | 0.042 | -0.0015 | No |
| 77 | Zfp36l1 | 8403 | 0.039 | -0.0040 | No |
| 78 | Ppp1r15a | 8612 | 0.030 | -0.0142 | No |
| 79 | Pom121 | 8651 | 0.028 | -0.0156 | No |
| 80 | Ccnk | 8703 | 0.026 | -0.0177 | No |
| 81 | Kif13b | 8726 | 0.025 | -0.0183 | No |
| 82 | Klf4 | 8842 | 0.020 | -0.0239 | No |
| 83 | Nol8 | 8998 | 0.015 | -0.0316 | No |
| 84 | Polh | 9303 | 0.005 | -0.0473 | No |
| 85 | Slc19a2 | 9364 | 0.002 | -0.0503 | No |
| 86 | Vwa5a | 9547 | -0.002 | -0.0597 | No |
| 87 | Tspyl2 | 9606 | -0.005 | -0.0626 | No |
| 88 | Rap2b | 9819 | -0.013 | -0.0733 | No |
| 89 | Plk2 | 9938 | -0.019 | -0.0791 | No |
| 90 | Pdgfa | 10108 | -0.024 | -0.0873 | No |
| 91 | Irag2 | 10188 | -0.028 | -0.0909 | No |
| 92 | Mapkapk3 | 10632 | -0.045 | -0.1129 | No |
| 93 | Osgin1 | 10819 | -0.053 | -0.1215 | No |
| 94 | Hbegf | 11173 | -0.067 | -0.1384 | No |
| 95 | Ddb2 | 11259 | -0.070 | -0.1415 | No |
| 96 | Abcc5 | 11441 | -0.077 | -0.1493 | No |
| 97 | Sertad3 | 11448 | -0.077 | -0.1481 | No |
| 98 | Hras | 11466 | -0.078 | -0.1475 | No |
| 99 | Pidd1 | 11790 | -0.093 | -0.1624 | No |
| 100 | S100a10 | 11966 | -0.100 | -0.1695 | No |
| 101 | Sat1 | 12161 | -0.109 | -0.1774 | No |
| 102 | Bax | 12342 | -0.116 | -0.1844 | No |
| 103 | Fbxw7 | 12661 | -0.127 | -0.1984 | No |
| 104 | Dnttip2 | 12850 | -0.134 | -0.2055 | No |
| 105 | Ccng1 | 13103 | -0.146 | -0.2157 | No |
| 106 | Rps27l | 13122 | -0.146 | -0.2137 | No |
| 107 | Abat | 13257 | -0.153 | -0.2177 | No |
| 108 | Ninj1 | 13298 | -0.155 | -0.2167 | No |
| 109 | Txnip | 13381 | -0.159 | -0.2178 | No |
| 110 | Vdr | 13421 | -0.161 | -0.2167 | No |
| 111 | Tm7sf3 | 13535 | -0.166 | -0.2192 | No |
| 112 | Iscu | 13566 | -0.167 | -0.2175 | No |
| 113 | Prkab1 | 13742 | -0.176 | -0.2231 | No |
| 114 | Ccnd3 | 13876 | -0.181 | -0.2265 | No |
| 115 | Zbtb16 | 13887 | -0.181 | -0.2234 | No |
| 116 | Rpl36 | 13895 | -0.182 | -0.2202 | No |
| 117 | Trafd1 | 13951 | -0.185 | -0.2194 | No |
| 118 | H2ac25 | 13971 | -0.185 | -0.2168 | No |
| 119 | Ddit4 | 14083 | -0.191 | -0.2188 | No |
| 120 | Rchy1 | 14179 | -0.195 | -0.2199 | No |
| 121 | Rpl18 | 14243 | -0.199 | -0.2192 | No |
| 122 | Traf4 | 14531 | -0.213 | -0.2299 | Yes |
| 123 | Cyfip2 | 14591 | -0.215 | -0.2287 | Yes |
| 124 | Tsc22d1 | 14599 | -0.216 | -0.2248 | Yes |
| 125 | Btg2 | 14622 | -0.217 | -0.2217 | Yes |
| 126 | Hint1 | 14698 | -0.221 | -0.2213 | Yes |
| 127 | Pitpnc1 | 14703 | -0.221 | -0.2171 | Yes |
| 128 | Cgrrf1 | 14781 | -0.224 | -0.2167 | Yes |
| 129 | Ei24 | 14786 | -0.224 | -0.2125 | Yes |
| 130 | Rack1 | 14833 | -0.227 | -0.2105 | Yes |
| 131 | Wwp1 | 14848 | -0.228 | -0.2067 | Yes |
| 132 | Mxd4 | 14875 | -0.230 | -0.2035 | Yes |
| 133 | Sphk1 | 15073 | -0.240 | -0.2090 | Yes |
| 134 | Jag2 | 15080 | -0.241 | -0.2046 | Yes |
| 135 | Fam162a | 15147 | -0.244 | -0.2032 | Yes |
| 136 | Ppm1d | 15184 | -0.246 | -0.2003 | Yes |
| 137 | Sesn1 | 15213 | -0.248 | -0.1969 | Yes |
| 138 | Hdac3 | 15581 | -0.268 | -0.2106 | Yes |
| 139 | Ephx1 | 15592 | -0.268 | -0.2059 | Yes |
| 140 | H2aj | 15702 | -0.275 | -0.2061 | Yes |
| 141 | Ifi30 | 15734 | -0.277 | -0.2023 | Yes |
| 142 | Tnfsf9 | 15770 | -0.279 | -0.1986 | Yes |
| 143 | Casp1 | 15854 | -0.285 | -0.1973 | Yes |
| 144 | Wrap73 | 15956 | -0.290 | -0.1969 | Yes |
| 145 | Tgfa | 15994 | -0.292 | -0.1931 | Yes |
| 146 | Rnf19b | 16115 | -0.299 | -0.1934 | Yes |
| 147 | Alox8 | 16178 | -0.301 | -0.1907 | Yes |
| 148 | Tgfb1 | 16282 | -0.307 | -0.1900 | Yes |
| 149 | Ercc5 | 16287 | -0.308 | -0.1841 | Yes |
| 150 | Gm2a | 16314 | -0.310 | -0.1794 | Yes |
| 151 | Trp53 | 16451 | -0.318 | -0.1802 | Yes |
| 152 | Bak1 | 16530 | -0.322 | -0.1779 | Yes |
| 153 | Sec61a1 | 16537 | -0.322 | -0.1719 | Yes |
| 154 | Irak1 | 16625 | -0.328 | -0.1700 | Yes |
| 155 | Abhd4 | 16695 | -0.332 | -0.1670 | Yes |
| 156 | Ndrg1 | 16749 | -0.336 | -0.1632 | Yes |
| 157 | Rps12 | 16814 | -0.341 | -0.1598 | Yes |
| 158 | Nudt15 | 16823 | -0.342 | -0.1535 | Yes |
| 159 | Klk8 | 16849 | -0.344 | -0.1481 | Yes |
| 160 | Epha2 | 16882 | -0.347 | -0.1429 | Yes |
| 161 | Notch1 | 16938 | -0.351 | -0.1389 | Yes |
| 162 | Ptpre | 17093 | -0.361 | -0.1398 | Yes |
| 163 | Cdh13 | 17437 | -0.387 | -0.1499 | Yes |
| 164 | Rrad | 17456 | -0.390 | -0.1432 | Yes |
| 165 | St14 | 17459 | -0.390 | -0.1357 | Yes |
| 166 | Dram1 | 17465 | -0.390 | -0.1283 | Yes |
| 167 | Tap1 | 17537 | -0.397 | -0.1241 | Yes |
| 168 | Vamp8 | 17565 | -0.399 | -0.1177 | Yes |
| 169 | Cd81 | 17592 | -0.402 | -0.1112 | Yes |
| 170 | F2r | 17793 | -0.420 | -0.1133 | Yes |
| 171 | Def6 | 17986 | -0.441 | -0.1146 | Yes |
| 172 | Ralgds | 18060 | -0.448 | -0.1095 | Yes |
| 173 | Trib3 | 18214 | -0.466 | -0.1083 | Yes |
| 174 | Btg1 | 18274 | -0.473 | -0.1021 | Yes |
| 175 | Socs1 | 18462 | -0.502 | -0.1019 | Yes |
| 176 | Tcn2 | 18751 | -0.550 | -0.1060 | Yes |
| 177 | Zfp365 | 18824 | -0.565 | -0.0987 | Yes |
| 178 | Ccnd2 | 18993 | -0.609 | -0.0954 | Yes |
| 179 | Ankra2 | 19029 | -0.621 | -0.0850 | Yes |
| 180 | Procr | 19031 | -0.622 | -0.0729 | Yes |
| 181 | Ldhb | 19087 | -0.641 | -0.0632 | Yes |
| 182 | Steap3 | 19097 | -0.645 | -0.0510 | Yes |
| 183 | Cebpa | 19128 | -0.660 | -0.0396 | Yes |
| 184 | Upp1 | 19252 | -0.727 | -0.0317 | Yes |
| 185 | Dgka | 19255 | -0.729 | -0.0175 | Yes |
| 186 | Tprkb | 19289 | -0.751 | -0.0044 | Yes |
| 187 | Ctsf | 19362 | -0.812 | 0.0078 | Yes |

