| Dataset | MEP.MEP.mega_Pheno.cls #Group1_versus_Group3.MEP.mega_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | MEP.mega_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.23971768 |
| Normalized Enrichment Score (NES) | -1.1072571 |
| Nominal p-value | 0.22007722 |
| FDR q-value | 0.6439315 |
| FWER p-Value | 0.986 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Traf1 | 25 | 0.930 | 0.0244 | No |
| 2 | Mtmr10 | 147 | 0.706 | 0.0375 | No |
| 3 | Itga2 | 467 | 0.551 | 0.0361 | No |
| 4 | Il7r | 563 | 0.528 | 0.0457 | No |
| 5 | Plek2 | 593 | 0.521 | 0.0586 | No |
| 6 | Satb1 | 671 | 0.504 | 0.0685 | No |
| 7 | Gng11 | 779 | 0.486 | 0.0763 | No |
| 8 | Trib1 | 968 | 0.457 | 0.0791 | No |
| 9 | Adam8 | 979 | 0.455 | 0.0912 | No |
| 10 | Strn | 997 | 0.451 | 0.1027 | No |
| 11 | Ets1 | 998 | 0.451 | 0.1152 | No |
| 12 | Gprc5b | 1016 | 0.448 | 0.1267 | No |
| 13 | Rbm4 | 1279 | 0.417 | 0.1246 | No |
| 14 | Ppbp | 1353 | 0.408 | 0.1320 | No |
| 15 | Mmd | 1497 | 0.391 | 0.1354 | No |
| 16 | Dnmbp | 1585 | 0.383 | 0.1414 | No |
| 17 | Hsd11b1 | 2437 | 0.311 | 0.1056 | No |
| 18 | Cmklr1 | 2542 | 0.306 | 0.1086 | No |
| 19 | Cxcl10 | 2680 | 0.296 | 0.1096 | No |
| 20 | Galnt3 | 2914 | 0.280 | 0.1052 | No |
| 21 | Cdadc1 | 2939 | 0.278 | 0.1116 | No |
| 22 | Crot | 3005 | 0.274 | 0.1158 | No |
| 23 | Cfb | 3016 | 0.274 | 0.1228 | No |
| 24 | Ptprr | 3055 | 0.271 | 0.1283 | No |
| 25 | Ano1 | 3128 | 0.267 | 0.1319 | No |
| 26 | Id2 | 3249 | 0.259 | 0.1328 | No |
| 27 | Gabra3 | 3377 | 0.251 | 0.1331 | No |
| 28 | Il10ra | 3577 | 0.240 | 0.1294 | No |
| 29 | Abcb1a | 3588 | 0.239 | 0.1355 | No |
| 30 | Wnt7a | 3968 | 0.219 | 0.1217 | No |
| 31 | Rabgap1l | 4298 | 0.200 | 0.1101 | No |
| 32 | Fbxo4 | 4336 | 0.198 | 0.1136 | No |
| 33 | Plau | 4355 | 0.197 | 0.1181 | No |
| 34 | Bmp2 | 4420 | 0.194 | 0.1201 | No |
| 35 | Pecam1 | 4440 | 0.193 | 0.1245 | No |
| 36 | Akap12 | 4571 | 0.187 | 0.1228 | No |
| 37 | Tmem158 | 4671 | 0.182 | 0.1227 | No |
| 38 | H2bc3 | 4776 | 0.178 | 0.1222 | No |
| 39 | Ank | 5058 | 0.166 | 0.1121 | No |
| 40 | Fcer1g | 5070 | 0.165 | 0.1161 | No |
| 41 | Prkg2 | 5125 | 0.163 | 0.1178 | No |
| 42 | Gucy1a1 | 5220 | 0.160 | 0.1173 | No |
| 43 | Slpi | 5628 | 0.143 | 0.1000 | No |
| 44 | Usp12 | 5967 | 0.129 | 0.0859 | No |
| 45 | Il1rl2 | 6319 | 0.117 | 0.0708 | No |
| 46 | F13a1 | 6364 | 0.115 | 0.0717 | No |
| 47 | Wdr33 | 6418 | 0.113 | 0.0721 | No |
| 48 | Nin | 6576 | 0.107 | 0.0668 | No |
| 49 | Birc3 | 6610 | 0.106 | 0.0680 | No |
| 50 | Mafb | 6746 | 0.101 | 0.0638 | No |
| 51 | Spon1 | 6973 | 0.091 | 0.0545 | No |
| 52 | Ptbp2 | 6987 | 0.090 | 0.0563 | No |
| 53 | Reln | 7005 | 0.090 | 0.0579 | No |
| 54 | Vwa5a | 7203 | 0.083 | 0.0499 | No |
| 55 | Dcbld2 | 7246 | 0.081 | 0.0499 | No |
| 56 | Cbr4 | 7279 | 0.080 | 0.0505 | No |
| 57 | Plvap | 7300 | 0.079 | 0.0516 | No |
| 58 | Scg5 | 7323 | 0.078 | 0.0526 | No |
| 59 | Nr0b2 | 7342 | 0.077 | 0.0538 | No |
| 60 | Cbl | 7592 | 0.067 | 0.0427 | No |
| 61 | Laptm5 | 7595 | 0.067 | 0.0444 | No |
| 62 | Avl9 | 7942 | 0.054 | 0.0279 | No |
| 63 | Aldh1a2 | 7978 | 0.053 | 0.0275 | No |
| 64 | Flt4 | 8063 | 0.050 | 0.0245 | No |
| 65 | Ctss | 8158 | 0.046 | 0.0209 | No |
| 66 | Itgb2 | 8420 | 0.036 | 0.0083 | No |
| 67 | Itgbl1 | 8450 | 0.034 | 0.0077 | No |
| 68 | Ppp1r15a | 8655 | 0.027 | -0.0022 | No |
| 69 | St6gal1 | 8773 | 0.022 | -0.0077 | No |
| 70 | Map4k1 | 8907 | 0.017 | -0.0142 | No |
| 71 | Yrdc | 9312 | 0.003 | -0.0352 | No |
| 72 | Scn1b | 9504 | -0.001 | -0.0451 | No |
| 73 | Klf4 | 9565 | -0.004 | -0.0481 | No |
| 74 | Pdcd1lg2 | 9569 | -0.004 | -0.0482 | No |
| 75 | Tfpi | 9711 | -0.010 | -0.0553 | No |
| 76 | Sdccag8 | 9891 | -0.017 | -0.0642 | No |
| 77 | Hbegf | 10430 | -0.036 | -0.0912 | No |
| 78 | Dock2 | 10455 | -0.037 | -0.0915 | No |
| 79 | Fuca1 | 10550 | -0.041 | -0.0953 | No |
| 80 | Angptl4 | 10614 | -0.043 | -0.0974 | No |
| 81 | Adam17 | 10813 | -0.051 | -0.1063 | No |
| 82 | Epb41l3 | 10850 | -0.052 | -0.1067 | No |
| 83 | Tor1aip2 | 10864 | -0.053 | -0.1059 | No |
| 84 | Cab39l | 10889 | -0.054 | -0.1057 | No |
| 85 | Tnfaip3 | 10936 | -0.056 | -0.1066 | No |
| 86 | Akt2 | 11088 | -0.061 | -0.1127 | No |
| 87 | Map3k1 | 11144 | -0.063 | -0.1139 | No |
| 88 | Ccnd2 | 11242 | -0.067 | -0.1171 | No |
| 89 | Cxcr4 | 11397 | -0.074 | -0.1231 | No |
| 90 | Btbd3 | 11498 | -0.079 | -0.1261 | No |
| 91 | Ccser2 | 11513 | -0.079 | -0.1247 | No |
| 92 | Cbx8 | 11657 | -0.084 | -0.1298 | No |
| 93 | Zfp277 | 11860 | -0.092 | -0.1378 | No |
| 94 | Zfp639 | 12076 | -0.101 | -0.1462 | No |
| 95 | Map7 | 12204 | -0.107 | -0.1499 | No |
| 96 | Nr1h4 | 12313 | -0.111 | -0.1525 | No |
| 97 | Adgra2 | 12394 | -0.115 | -0.1535 | No |
| 98 | Ero1a | 12404 | -0.115 | -0.1508 | No |
| 99 | Glrx | 12469 | -0.118 | -0.1508 | No |
| 100 | Gfpt2 | 12911 | -0.138 | -0.1700 | No |
| 101 | Ammecr1 | 13504 | -0.166 | -0.1963 | No |
| 102 | Evi5 | 13715 | -0.177 | -0.2024 | No |
| 103 | Prdm1 | 14068 | -0.195 | -0.2154 | No |
| 104 | Btc | 14277 | -0.204 | -0.2206 | No |
| 105 | Kif5c | 14644 | -0.223 | -0.2335 | Yes |
| 106 | Eng | 14654 | -0.224 | -0.2278 | Yes |
| 107 | Jup | 14821 | -0.234 | -0.2300 | Yes |
| 108 | Mycn | 14823 | -0.234 | -0.2236 | Yes |
| 109 | Gypc | 14850 | -0.234 | -0.2185 | Yes |
| 110 | Ikzf1 | 14913 | -0.238 | -0.2152 | Yes |
| 111 | Ephb2 | 15051 | -0.245 | -0.2156 | Yes |
| 112 | Tnfrsf1b | 15055 | -0.245 | -0.2090 | Yes |
| 113 | Atg10 | 15115 | -0.247 | -0.2052 | Yes |
| 114 | Tmem176a | 15166 | -0.250 | -0.2010 | Yes |
| 115 | Car2 | 15815 | -0.285 | -0.2269 | Yes |
| 116 | Adgrl4 | 15882 | -0.289 | -0.2224 | Yes |
| 117 | Lcp1 | 15994 | -0.297 | -0.2199 | Yes |
| 118 | Tspan13 | 16022 | -0.300 | -0.2131 | Yes |
| 119 | Ptcd2 | 16080 | -0.306 | -0.2076 | Yes |
| 120 | Nrp1 | 16232 | -0.316 | -0.2068 | Yes |
| 121 | Etv1 | 16251 | -0.317 | -0.1990 | Yes |
| 122 | Hdac9 | 16279 | -0.318 | -0.1916 | Yes |
| 123 | Cd37 | 16773 | -0.359 | -0.2074 | Yes |
| 124 | Mmp11 | 16929 | -0.372 | -0.2052 | Yes |
| 125 | Ly96 | 17070 | -0.385 | -0.2019 | Yes |
| 126 | Lat2 | 17304 | -0.407 | -0.2028 | Yes |
| 127 | Dusp6 | 17368 | -0.413 | -0.1947 | Yes |
| 128 | Etv5 | 17562 | -0.431 | -0.1928 | Yes |
| 129 | Arg1 | 17657 | -0.441 | -0.1856 | Yes |
| 130 | Aldh1a3 | 17915 | -0.470 | -0.1860 | Yes |
| 131 | Psmb8 | 18078 | -0.486 | -0.1810 | Yes |
| 132 | Il1b | 18081 | -0.487 | -0.1677 | Yes |
| 133 | Tmem176b | 18208 | -0.506 | -0.1603 | Yes |
| 134 | Csf2ra | 18398 | -0.540 | -0.1552 | Yes |
| 135 | Il2rg | 18448 | -0.551 | -0.1426 | Yes |
| 136 | Bpgm | 18500 | -0.562 | -0.1297 | Yes |
| 137 | Irf8 | 18653 | -0.596 | -0.1212 | Yes |
| 138 | Kcnn4 | 18759 | -0.627 | -0.1093 | Yes |
| 139 | Gadd45g | 18910 | -0.672 | -0.0986 | Yes |
| 140 | Plaur | 18969 | -0.702 | -0.0822 | Yes |
| 141 | Prelid3b | 18997 | -0.712 | -0.0640 | Yes |
| 142 | Trib2 | 19142 | -0.813 | -0.0491 | Yes |
| 143 | Etv4 | 19194 | -0.883 | -0.0273 | Yes |
| 144 | Spry2 | 19290 | -1.201 | 0.0009 | Yes |

