| 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 | 1 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.22481078 |
| Normalized Enrichment Score (NES) | 1.0122851 |
| Nominal p-value | 0.44094488 |
| FDR q-value | 0.9926538 |
| FWER p-Value | 0.983 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Galnt3 | 75 | 0.852 | 0.0183 | Yes |
| 2 | Dcbld2 | 113 | 0.795 | 0.0370 | Yes |
| 3 | Kif5c | 120 | 0.788 | 0.0572 | Yes |
| 4 | Btbd3 | 227 | 0.705 | 0.0700 | Yes |
| 5 | Mycn | 315 | 0.658 | 0.0826 | Yes |
| 6 | Ptprr | 575 | 0.573 | 0.0840 | Yes |
| 7 | Traf1 | 584 | 0.571 | 0.0985 | Yes |
| 8 | Mtmr10 | 780 | 0.528 | 0.1020 | Yes |
| 9 | Il1b | 942 | 0.505 | 0.1068 | Yes |
| 10 | Prdm1 | 954 | 0.502 | 0.1193 | Yes |
| 11 | Ero1a | 1006 | 0.492 | 0.1294 | Yes |
| 12 | Reln | 1012 | 0.491 | 0.1419 | Yes |
| 13 | Plek2 | 1111 | 0.477 | 0.1492 | Yes |
| 14 | Cfb | 1218 | 0.465 | 0.1558 | Yes |
| 15 | Il7r | 1285 | 0.456 | 0.1642 | Yes |
| 16 | Mafb | 1378 | 0.444 | 0.1710 | Yes |
| 17 | Nin | 1428 | 0.437 | 0.1798 | Yes |
| 18 | Il10ra | 1539 | 0.423 | 0.1851 | Yes |
| 19 | Abcb1a | 1615 | 0.418 | 0.1920 | Yes |
| 20 | Dusp6 | 1690 | 0.411 | 0.1989 | Yes |
| 21 | Strn | 1801 | 0.399 | 0.2035 | Yes |
| 22 | Aldh1a3 | 1884 | 0.392 | 0.2095 | Yes |
| 23 | St6gal1 | 1998 | 0.379 | 0.2134 | Yes |
| 24 | Tor1aip2 | 2306 | 0.350 | 0.2065 | Yes |
| 25 | Trib1 | 2508 | 0.339 | 0.2049 | Yes |
| 26 | Evi5 | 2678 | 0.328 | 0.2046 | Yes |
| 27 | Pdcd1lg2 | 2722 | 0.323 | 0.2108 | Yes |
| 28 | Rbm4 | 3094 | 0.298 | 0.1992 | Yes |
| 29 | H2bc3 | 3175 | 0.293 | 0.2026 | Yes |
| 30 | Cbx8 | 3611 | 0.264 | 0.1868 | Yes |
| 31 | Epb41l3 | 3640 | 0.262 | 0.1921 | Yes |
| 32 | Ets1 | 3647 | 0.262 | 0.1986 | Yes |
| 33 | Akap12 | 3662 | 0.261 | 0.2047 | Yes |
| 34 | Zfp639 | 3710 | 0.258 | 0.2090 | Yes |
| 35 | Il1rl2 | 3722 | 0.257 | 0.2151 | Yes |
| 36 | Btc | 3834 | 0.250 | 0.2158 | Yes |
| 37 | Ctss | 3866 | 0.248 | 0.2206 | Yes |
| 38 | Map4k1 | 3940 | 0.245 | 0.2232 | Yes |
| 39 | Vwa5a | 4121 | 0.236 | 0.2200 | Yes |
| 40 | Wdr33 | 4146 | 0.235 | 0.2248 | Yes |
| 41 | Ccser2 | 4574 | 0.211 | 0.2080 | No |
| 42 | Cdadc1 | 4649 | 0.206 | 0.2095 | No |
| 43 | Etv1 | 4660 | 0.206 | 0.2144 | No |
| 44 | Usp12 | 4680 | 0.204 | 0.2187 | No |
| 45 | Hbegf | 4974 | 0.188 | 0.2083 | No |
| 46 | Gucy1a1 | 5021 | 0.186 | 0.2107 | No |
| 47 | Tnfaip3 | 5472 | 0.166 | 0.1916 | No |
| 48 | Hdac9 | 5477 | 0.166 | 0.1957 | No |
| 49 | Plau | 5581 | 0.161 | 0.1945 | No |
| 50 | Fbxo4 | 5646 | 0.161 | 0.1953 | No |
| 51 | Map3k1 | 5735 | 0.156 | 0.1948 | No |
| 52 | Id2 | 5900 | 0.149 | 0.1901 | No |
| 53 | Yrdc | 6166 | 0.134 | 0.1798 | No |
| 54 | Adgra2 | 6498 | 0.118 | 0.1655 | No |
| 55 | Atg10 | 6615 | 0.112 | 0.1624 | No |
| 56 | Dnmbp | 6656 | 0.110 | 0.1632 | No |
| 57 | Bmp2 | 6704 | 0.108 | 0.1636 | No |
| 58 | Gadd45g | 6983 | 0.095 | 0.1515 | No |
| 59 | Ptbp2 | 7238 | 0.084 | 0.1404 | No |
| 60 | Plvap | 7254 | 0.083 | 0.1418 | No |
| 61 | Adam17 | 7771 | 0.061 | 0.1165 | No |
| 62 | Cab39l | 7815 | 0.059 | 0.1158 | No |
| 63 | Gfpt2 | 7891 | 0.056 | 0.1133 | No |
| 64 | Map7 | 7964 | 0.053 | 0.1110 | No |
| 65 | F13a1 | 8184 | 0.045 | 0.1007 | No |
| 66 | Avl9 | 8281 | 0.040 | 0.0967 | No |
| 67 | Ammecr1 | 8413 | 0.033 | 0.0907 | No |
| 68 | Fuca1 | 8422 | 0.033 | 0.0912 | No |
| 69 | Zfp277 | 8475 | 0.030 | 0.0892 | No |
| 70 | Cmklr1 | 8581 | 0.025 | 0.0844 | No |
| 71 | Rabgap1l | 8736 | 0.018 | 0.0769 | No |
| 72 | Akt2 | 8952 | 0.011 | 0.0659 | No |
| 73 | Adgrl4 | 9079 | 0.006 | 0.0595 | No |
| 74 | Gabra3 | 9227 | 0.000 | 0.0518 | No |
| 75 | Tnfrsf1b | 9526 | -0.010 | 0.0366 | No |
| 76 | Cbl | 9540 | -0.011 | 0.0361 | No |
| 77 | Dock2 | 9649 | -0.015 | 0.0309 | No |
| 78 | Plaur | 9698 | -0.017 | 0.0289 | No |
| 79 | Fcer1g | 9779 | -0.021 | 0.0252 | No |
| 80 | Klf4 | 9839 | -0.023 | 0.0227 | No |
| 81 | Birc3 | 9990 | -0.030 | 0.0157 | No |
| 82 | Sdccag8 | 10114 | -0.034 | 0.0102 | No |
| 83 | Scg5 | 10241 | -0.040 | 0.0046 | No |
| 84 | Mmd | 11107 | -0.074 | -0.0386 | No |
| 85 | Arg1 | 11180 | -0.077 | -0.0403 | No |
| 86 | Wnt7a | 11256 | -0.080 | -0.0421 | No |
| 87 | Trib2 | 11285 | -0.082 | -0.0415 | No |
| 88 | Gprc5b | 11377 | -0.085 | -0.0440 | No |
| 89 | Mmp11 | 11514 | -0.090 | -0.0488 | No |
| 90 | Scn1b | 11515 | -0.090 | -0.0464 | No |
| 91 | Ly96 | 11645 | -0.094 | -0.0507 | No |
| 92 | Adam8 | 12172 | -0.117 | -0.0751 | No |
| 93 | Etv4 | 12731 | -0.143 | -0.1005 | No |
| 94 | Spry2 | 12756 | -0.144 | -0.0980 | No |
| 95 | Slpi | 12785 | -0.145 | -0.0957 | No |
| 96 | Tmem176a | 12823 | -0.147 | -0.0938 | No |
| 97 | Aldh1a2 | 12871 | -0.149 | -0.0924 | No |
| 98 | Nr1h4 | 13026 | -0.156 | -0.0963 | No |
| 99 | Gng11 | 13047 | -0.156 | -0.0933 | No |
| 100 | Il2rg | 13236 | -0.165 | -0.0988 | No |
| 101 | Nrp1 | 13300 | -0.168 | -0.0977 | No |
| 102 | Bpgm | 13578 | -0.181 | -0.1075 | No |
| 103 | Ptcd2 | 13903 | -0.196 | -0.1193 | No |
| 104 | Tspan13 | 13974 | -0.200 | -0.1177 | No |
| 105 | Prkg2 | 14085 | -0.206 | -0.1181 | No |
| 106 | Itgbl1 | 14139 | -0.206 | -0.1155 | No |
| 107 | Itga2 | 14141 | -0.206 | -0.1102 | No |
| 108 | Lat2 | 14365 | -0.217 | -0.1162 | No |
| 109 | Car2 | 14527 | -0.224 | -0.1187 | No |
| 110 | Tmem158 | 14546 | -0.226 | -0.1138 | No |
| 111 | Satb1 | 14649 | -0.231 | -0.1131 | No |
| 112 | Nr0b2 | 14721 | -0.235 | -0.1107 | No |
| 113 | Ppbp | 14902 | -0.245 | -0.1137 | No |
| 114 | Gypc | 14926 | -0.246 | -0.1085 | No |
| 115 | Ephb2 | 15019 | -0.252 | -0.1068 | No |
| 116 | Pecam1 | 15241 | -0.263 | -0.1114 | No |
| 117 | Lcp1 | 15578 | -0.282 | -0.1216 | No |
| 118 | Angptl4 | 15580 | -0.282 | -0.1143 | No |
| 119 | Ikzf1 | 15630 | -0.285 | -0.1094 | No |
| 120 | Cxcl10 | 15733 | -0.290 | -0.1072 | No |
| 121 | Flt4 | 15875 | -0.299 | -0.1068 | No |
| 122 | Irf8 | 16221 | -0.322 | -0.1164 | No |
| 123 | Psmb8 | 16390 | -0.332 | -0.1165 | No |
| 124 | Itgb2 | 16391 | -0.332 | -0.1079 | No |
| 125 | Crot | 16484 | -0.340 | -0.1039 | No |
| 126 | Ank | 16628 | -0.349 | -0.1022 | No |
| 127 | Ppp1r15a | 16684 | -0.353 | -0.0959 | No |
| 128 | Ccnd2 | 17053 | -0.382 | -0.1052 | No |
| 129 | Kcnn4 | 17398 | -0.409 | -0.1125 | No |
| 130 | Ano1 | 17478 | -0.416 | -0.1057 | No |
| 131 | Hsd11b1 | 17629 | -0.430 | -0.1024 | No |
| 132 | Prelid3b | 17914 | -0.463 | -0.1051 | No |
| 133 | Eng | 18041 | -0.479 | -0.0992 | No |
| 134 | Tfpi | 18043 | -0.479 | -0.0868 | No |
| 135 | Laptm5 | 18080 | -0.485 | -0.0761 | No |
| 136 | Cxcr4 | 18109 | -0.489 | -0.0648 | No |
| 137 | Etv5 | 18154 | -0.495 | -0.0542 | No |
| 138 | Tmem176b | 18275 | -0.514 | -0.0471 | No |
| 139 | Spon1 | 18297 | -0.517 | -0.0348 | No |
| 140 | Jup | 18368 | -0.528 | -0.0247 | No |
| 141 | Cd37 | 18477 | -0.546 | -0.0161 | No |
| 142 | Cbr4 | 18526 | -0.554 | -0.0042 | No |
| 143 | Glrx | 18704 | -0.597 | 0.0021 | No |
| 144 | Csf2ra | 19280 | -1.125 | 0.0014 | No |

