| 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 | 0 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.27733272 |
| Normalized Enrichment Score (NES) | 1.2342451 |
| Nominal p-value | 0.12068965 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.874 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Abcb1a | 9 | 1.167 | 0.0280 | Yes |
| 2 | Dcbld2 | 12 | 1.121 | 0.0553 | Yes |
| 3 | Mtmr10 | 74 | 0.876 | 0.0735 | Yes |
| 4 | Il10ra | 203 | 0.742 | 0.0849 | Yes |
| 5 | Btbd3 | 354 | 0.652 | 0.0930 | Yes |
| 6 | Kif5c | 361 | 0.649 | 0.1085 | Yes |
| 7 | Plau | 438 | 0.624 | 0.1198 | Yes |
| 8 | Galnt3 | 474 | 0.612 | 0.1329 | Yes |
| 9 | Trib1 | 479 | 0.611 | 0.1476 | Yes |
| 10 | Mafb | 614 | 0.575 | 0.1547 | Yes |
| 11 | Cfb | 672 | 0.560 | 0.1654 | Yes |
| 12 | Il7r | 736 | 0.546 | 0.1754 | Yes |
| 13 | Cbx8 | 760 | 0.539 | 0.1874 | Yes |
| 14 | Plek2 | 868 | 0.521 | 0.1946 | Yes |
| 15 | Reln | 911 | 0.513 | 0.2049 | Yes |
| 16 | Gabra3 | 1144 | 0.478 | 0.2044 | Yes |
| 17 | Mycn | 1149 | 0.477 | 0.2159 | Yes |
| 18 | Nin | 1151 | 0.476 | 0.2274 | Yes |
| 19 | Fbxo4 | 1315 | 0.452 | 0.2300 | Yes |
| 20 | Akap12 | 1418 | 0.439 | 0.2354 | Yes |
| 21 | St6gal1 | 1557 | 0.424 | 0.2385 | Yes |
| 22 | Hdac9 | 1598 | 0.419 | 0.2467 | Yes |
| 23 | Dusp6 | 1617 | 0.416 | 0.2559 | Yes |
| 24 | Plvap | 1761 | 0.398 | 0.2582 | Yes |
| 25 | Strn | 1765 | 0.398 | 0.2677 | Yes |
| 26 | Wdr33 | 1966 | 0.381 | 0.2666 | Yes |
| 27 | Ero1a | 2019 | 0.374 | 0.2730 | Yes |
| 28 | Hbegf | 2129 | 0.365 | 0.2762 | Yes |
| 29 | H2bc3 | 2275 | 0.355 | 0.2773 | Yes |
| 30 | Il1rl2 | 3132 | 0.294 | 0.2398 | No |
| 31 | Btc | 3146 | 0.294 | 0.2463 | No |
| 32 | Prkg2 | 3172 | 0.292 | 0.2522 | No |
| 33 | Rbm4 | 3317 | 0.280 | 0.2515 | No |
| 34 | Ptprr | 3479 | 0.271 | 0.2497 | No |
| 35 | Yrdc | 3499 | 0.271 | 0.2553 | No |
| 36 | Zfp639 | 3659 | 0.259 | 0.2534 | No |
| 37 | Scn1b | 3825 | 0.249 | 0.2508 | No |
| 38 | Ets1 | 3895 | 0.245 | 0.2532 | No |
| 39 | Ctss | 3902 | 0.245 | 0.2589 | No |
| 40 | Epb41l3 | 4318 | 0.226 | 0.2428 | No |
| 41 | Usp12 | 4367 | 0.223 | 0.2457 | No |
| 42 | Spon1 | 4443 | 0.219 | 0.2471 | No |
| 43 | Map4k1 | 4458 | 0.218 | 0.2517 | No |
| 44 | Adgra2 | 4474 | 0.217 | 0.2562 | No |
| 45 | Id2 | 4656 | 0.206 | 0.2518 | No |
| 46 | Prdm1 | 5098 | 0.185 | 0.2333 | No |
| 47 | Cdadc1 | 5102 | 0.185 | 0.2377 | No |
| 48 | Flt4 | 5640 | 0.158 | 0.2135 | No |
| 49 | Traf1 | 5906 | 0.144 | 0.2032 | No |
| 50 | Pdcd1lg2 | 5923 | 0.144 | 0.2059 | No |
| 51 | Dnmbp | 6057 | 0.137 | 0.2023 | No |
| 52 | Gfpt2 | 6198 | 0.130 | 0.1982 | No |
| 53 | Fcer1g | 6210 | 0.130 | 0.2008 | No |
| 54 | Gucy1a1 | 6234 | 0.129 | 0.2027 | No |
| 55 | Aldh1a3 | 6472 | 0.120 | 0.1933 | No |
| 56 | Avl9 | 6787 | 0.110 | 0.1796 | No |
| 57 | Tor1aip2 | 7216 | 0.090 | 0.1594 | No |
| 58 | Gprc5b | 7727 | 0.067 | 0.1345 | No |
| 59 | Cmklr1 | 7803 | 0.063 | 0.1321 | No |
| 60 | Klf4 | 7896 | 0.058 | 0.1287 | No |
| 61 | Etv1 | 8288 | 0.041 | 0.1093 | No |
| 62 | Nr1h4 | 8535 | 0.032 | 0.0973 | No |
| 63 | Ccser2 | 8557 | 0.032 | 0.0969 | No |
| 64 | Wnt7a | 8917 | 0.017 | 0.0786 | No |
| 65 | Dock2 | 9502 | -0.004 | 0.0482 | No |
| 66 | Slpi | 9609 | -0.008 | 0.0429 | No |
| 67 | Vwa5a | 9640 | -0.009 | 0.0416 | No |
| 68 | Ano1 | 9666 | -0.010 | 0.0405 | No |
| 69 | Atg10 | 9735 | -0.013 | 0.0373 | No |
| 70 | Fuca1 | 9917 | -0.022 | 0.0284 | No |
| 71 | Il1b | 9946 | -0.023 | 0.0275 | No |
| 72 | Hsd11b1 | 9954 | -0.024 | 0.0277 | No |
| 73 | Rabgap1l | 10082 | -0.031 | 0.0218 | No |
| 74 | Cab39l | 10215 | -0.037 | 0.0158 | No |
| 75 | Ptbp2 | 10233 | -0.038 | 0.0159 | No |
| 76 | Cxcr4 | 10285 | -0.040 | 0.0142 | No |
| 77 | Sdccag8 | 10296 | -0.041 | 0.0147 | No |
| 78 | Mmp11 | 10320 | -0.042 | 0.0145 | No |
| 79 | Map3k1 | 10369 | -0.043 | 0.0130 | No |
| 80 | Evi5 | 10553 | -0.051 | 0.0047 | No |
| 81 | Zfp277 | 10647 | -0.055 | 0.0012 | No |
| 82 | Crot | 10764 | -0.061 | -0.0034 | No |
| 83 | Ammecr1 | 11011 | -0.072 | -0.0144 | No |
| 84 | Map7 | 11015 | -0.072 | -0.0129 | No |
| 85 | Adam8 | 11038 | -0.073 | -0.0122 | No |
| 86 | Cxcl10 | 11136 | -0.077 | -0.0154 | No |
| 87 | Ccnd2 | 11143 | -0.077 | -0.0139 | No |
| 88 | Cbl | 11217 | -0.081 | -0.0157 | No |
| 89 | Birc3 | 11263 | -0.083 | -0.0160 | No |
| 90 | Lat2 | 11283 | -0.084 | -0.0150 | No |
| 91 | Adam17 | 11415 | -0.090 | -0.0196 | No |
| 92 | Itgbl1 | 11519 | -0.095 | -0.0227 | No |
| 93 | Bmp2 | 11796 | -0.107 | -0.0345 | No |
| 94 | Scg5 | 11997 | -0.116 | -0.0421 | No |
| 95 | F13a1 | 12052 | -0.118 | -0.0420 | No |
| 96 | Ank | 12157 | -0.123 | -0.0444 | No |
| 97 | Angptl4 | 12292 | -0.128 | -0.0483 | No |
| 98 | Aldh1a2 | 12814 | -0.150 | -0.0718 | No |
| 99 | Tnfrsf1b | 12849 | -0.152 | -0.0699 | No |
| 100 | Adgrl4 | 12876 | -0.153 | -0.0675 | No |
| 101 | Nr0b2 | 12964 | -0.157 | -0.0682 | No |
| 102 | Nrp1 | 12991 | -0.157 | -0.0657 | No |
| 103 | Satb1 | 13022 | -0.158 | -0.0634 | No |
| 104 | Tmem158 | 13086 | -0.161 | -0.0628 | No |
| 105 | Lcp1 | 13090 | -0.161 | -0.0590 | No |
| 106 | Tspan13 | 13276 | -0.170 | -0.0645 | No |
| 107 | Mmd | 13442 | -0.176 | -0.0688 | No |
| 108 | Ppp1r15a | 13665 | -0.185 | -0.0759 | No |
| 109 | Ppbp | 13732 | -0.189 | -0.0747 | No |
| 110 | Akt2 | 13897 | -0.197 | -0.0785 | No |
| 111 | Cbr4 | 14126 | -0.206 | -0.0853 | No |
| 112 | Gng11 | 14329 | -0.216 | -0.0906 | No |
| 113 | Irf8 | 14343 | -0.216 | -0.0860 | No |
| 114 | Itga2 | 14556 | -0.228 | -0.0915 | No |
| 115 | Itgb2 | 14606 | -0.231 | -0.0884 | No |
| 116 | Etv5 | 15585 | -0.284 | -0.1325 | No |
| 117 | Gypc | 15824 | -0.297 | -0.1377 | No |
| 118 | Tnfaip3 | 16008 | -0.311 | -0.1396 | No |
| 119 | Eng | 16068 | -0.315 | -0.1350 | No |
| 120 | Car2 | 16199 | -0.323 | -0.1339 | No |
| 121 | Glrx | 16247 | -0.326 | -0.1284 | No |
| 122 | Ephb2 | 16383 | -0.336 | -0.1272 | No |
| 123 | Laptm5 | 16597 | -0.351 | -0.1298 | No |
| 124 | Ikzf1 | 16638 | -0.354 | -0.1232 | No |
| 125 | Pecam1 | 16663 | -0.355 | -0.1158 | No |
| 126 | Prelid3b | 16821 | -0.367 | -0.1150 | No |
| 127 | Trib2 | 17022 | -0.383 | -0.1161 | No |
| 128 | Ly96 | 17078 | -0.389 | -0.1095 | No |
| 129 | Tfpi | 17183 | -0.398 | -0.1052 | No |
| 130 | Tmem176a | 17291 | -0.408 | -0.1008 | No |
| 131 | Arg1 | 17483 | -0.425 | -0.1004 | No |
| 132 | Cd37 | 17791 | -0.453 | -0.1054 | No |
| 133 | Bpgm | 17846 | -0.460 | -0.0970 | No |
| 134 | Etv4 | 17855 | -0.462 | -0.0861 | No |
| 135 | Ptcd2 | 17886 | -0.465 | -0.0763 | No |
| 136 | Spry2 | 17904 | -0.468 | -0.0658 | No |
| 137 | Il2rg | 18205 | -0.512 | -0.0689 | No |
| 138 | Jup | 18388 | -0.546 | -0.0651 | No |
| 139 | Psmb8 | 18706 | -0.615 | -0.0666 | No |
| 140 | Kcnn4 | 18838 | -0.654 | -0.0575 | No |
| 141 | Plaur | 19010 | -0.726 | -0.0487 | No |
| 142 | Tmem176b | 19068 | -0.766 | -0.0329 | No |
| 143 | Gadd45g | 19219 | -0.917 | -0.0184 | No |
| 144 | Csf2ra | 19227 | -0.939 | 0.0042 | No |

