| Dataset | Mast.Mast_Pheno.cls #Group2_versus_Group3.Mast_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | Mast_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.23292086 |
| Normalized Enrichment Score (NES) | 1.0553538 |
| Nominal p-value | 0.33969465 |
| FDR q-value | 0.9960037 |
| FWER p-Value | 0.997 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Abcb1a | 2 | 1.245 | 0.0366 | Yes |
| 2 | Spry2 | 55 | 0.878 | 0.0583 | Yes |
| 3 | Map3k1 | 79 | 0.824 | 0.0808 | Yes |
| 4 | Tnfaip3 | 184 | 0.717 | 0.0935 | Yes |
| 5 | Tnfrsf1b | 257 | 0.676 | 0.1076 | Yes |
| 6 | Etv5 | 320 | 0.644 | 0.1216 | Yes |
| 7 | Il10ra | 489 | 0.581 | 0.1252 | Yes |
| 8 | Il2rg | 502 | 0.578 | 0.1413 | Yes |
| 9 | Ccser2 | 716 | 0.513 | 0.1391 | Yes |
| 10 | Ank | 747 | 0.507 | 0.1517 | Yes |
| 11 | Evi5 | 925 | 0.465 | 0.1511 | Yes |
| 12 | Lcp1 | 937 | 0.462 | 0.1638 | Yes |
| 13 | Ano1 | 1174 | 0.422 | 0.1572 | Yes |
| 14 | Ammecr1 | 1284 | 0.403 | 0.1602 | Yes |
| 15 | Ptbp2 | 1292 | 0.403 | 0.1716 | Yes |
| 16 | Gfpt2 | 1325 | 0.397 | 0.1807 | Yes |
| 17 | Adam17 | 1391 | 0.388 | 0.1869 | Yes |
| 18 | Irf8 | 1398 | 0.387 | 0.1979 | Yes |
| 19 | Satb1 | 1452 | 0.379 | 0.2047 | Yes |
| 20 | Ppp1r15a | 1507 | 0.370 | 0.2113 | Yes |
| 21 | Scg5 | 1592 | 0.358 | 0.2151 | Yes |
| 22 | Dock2 | 1753 | 0.334 | 0.2120 | Yes |
| 23 | Ero1a | 2007 | 0.304 | 0.2005 | Yes |
| 24 | St6gal1 | 2030 | 0.301 | 0.2076 | Yes |
| 25 | Il1rl2 | 2069 | 0.297 | 0.2133 | Yes |
| 26 | Sdccag8 | 2091 | 0.295 | 0.2203 | Yes |
| 27 | Cbx8 | 2111 | 0.293 | 0.2274 | Yes |
| 28 | Tspan13 | 2149 | 0.288 | 0.2329 | Yes |
| 29 | Nrp1 | 2446 | 0.263 | 0.2167 | No |
| 30 | Glrx | 2482 | 0.259 | 0.2215 | No |
| 31 | Id2 | 2812 | 0.225 | 0.2015 | No |
| 32 | Ptcd2 | 3233 | 0.187 | 0.1730 | No |
| 33 | Prelid3b | 3340 | 0.178 | 0.1696 | No |
| 34 | Jup | 3362 | 0.177 | 0.1732 | No |
| 35 | Birc3 | 3476 | 0.167 | 0.1690 | No |
| 36 | Ikzf1 | 3521 | 0.163 | 0.1702 | No |
| 37 | Galnt3 | 3579 | 0.159 | 0.1703 | No |
| 38 | Avl9 | 3620 | 0.156 | 0.1717 | No |
| 39 | Zfp639 | 3626 | 0.156 | 0.1758 | No |
| 40 | Map4k1 | 3644 | 0.154 | 0.1790 | No |
| 41 | Wdr33 | 3730 | 0.148 | 0.1765 | No |
| 42 | Strn | 3854 | 0.139 | 0.1706 | No |
| 43 | Mmd | 3858 | 0.138 | 0.1745 | No |
| 44 | Pecam1 | 3929 | 0.132 | 0.1727 | No |
| 45 | Fcer1g | 4546 | 0.083 | 0.1252 | No |
| 46 | Plaur | 4723 | 0.072 | 0.1131 | No |
| 47 | Gprc5b | 4734 | 0.071 | 0.1144 | No |
| 48 | Gng11 | 5061 | 0.050 | 0.0895 | No |
| 49 | Rbm4 | 5326 | 0.031 | 0.0690 | No |
| 50 | Ets1 | 5359 | 0.030 | 0.0673 | No |
| 51 | Lat2 | 5678 | 0.009 | 0.0418 | No |
| 52 | Tor1aip2 | 5852 | -0.001 | 0.0278 | No |
| 53 | Ly96 | 5906 | -0.005 | 0.0237 | No |
| 54 | Cdadc1 | 6245 | -0.029 | -0.0029 | No |
| 55 | Tmem176a | 6354 | -0.036 | -0.0106 | No |
| 56 | Btbd3 | 6417 | -0.041 | -0.0144 | No |
| 57 | F13a1 | 6441 | -0.043 | -0.0150 | No |
| 58 | Fbxo4 | 6746 | -0.064 | -0.0377 | No |
| 59 | Atg10 | 6811 | -0.069 | -0.0409 | No |
| 60 | Akt2 | 6826 | -0.071 | -0.0399 | No |
| 61 | Crot | 6952 | -0.080 | -0.0477 | No |
| 62 | Itgb2 | 7151 | -0.094 | -0.0609 | No |
| 63 | Nin | 7246 | -0.099 | -0.0656 | No |
| 64 | Angptl4 | 7421 | -0.111 | -0.0765 | No |
| 65 | Dcbld2 | 7775 | -0.136 | -0.1010 | No |
| 66 | Fuca1 | 8085 | -0.158 | -0.1214 | No |
| 67 | Zfp277 | 8281 | -0.171 | -0.1322 | No |
| 68 | Psmb8 | 8859 | -0.214 | -0.1726 | No |
| 69 | Vwa5a | 9017 | -0.226 | -0.1787 | No |
| 70 | Car2 | 9162 | -0.237 | -0.1833 | No |
| 71 | Cmklr1 | 9422 | -0.259 | -0.1967 | No |
| 72 | Cxcr4 | 9489 | -0.263 | -0.1942 | No |
| 73 | Mtmr10 | 9667 | -0.277 | -0.2004 | No |
| 74 | Pdcd1lg2 | 9775 | -0.287 | -0.2006 | No |
| 75 | Tfpi | 9824 | -0.291 | -0.1959 | No |
| 76 | Eng | 9834 | -0.292 | -0.1880 | No |
| 77 | Dnmbp | 9897 | -0.298 | -0.1842 | No |
| 78 | Rabgap1l | 9919 | -0.301 | -0.1770 | No |
| 79 | Trib2 | 10183 | -0.327 | -0.1887 | No |
| 80 | Cd37 | 10392 | -0.349 | -0.1952 | No |
| 81 | Usp12 | 10404 | -0.351 | -0.1857 | No |
| 82 | Kcnn4 | 10548 | -0.366 | -0.1865 | No |
| 83 | Cab39l | 10705 | -0.384 | -0.1878 | No |
| 84 | Tmem176b | 10815 | -0.397 | -0.1849 | No |
| 85 | Dusp6 | 10836 | -0.400 | -0.1747 | No |
| 86 | Hdac9 | 10855 | -0.402 | -0.1643 | No |
| 87 | Map7 | 11091 | -0.432 | -0.1706 | No |
| 88 | Csf2ra | 11163 | -0.441 | -0.1634 | No |
| 89 | Etv1 | 11175 | -0.442 | -0.1512 | No |
| 90 | Laptm5 | 11349 | -0.470 | -0.1513 | No |
| 91 | Adam8 | 11515 | -0.497 | -0.1500 | No |
| 92 | Ephb2 | 11572 | -0.506 | -0.1396 | No |
| 93 | Yrdc | 11656 | -0.527 | -0.1308 | No |
| 94 | Bpgm | 11799 | -0.562 | -0.1257 | No |
| 95 | Cbl | 11902 | -0.593 | -0.1165 | No |
| 96 | Plvap | 11971 | -0.614 | -0.1039 | No |
| 97 | Itga2 | 12034 | -0.638 | -0.0900 | No |
| 98 | Mycn | 12174 | -0.714 | -0.0802 | No |
| 99 | Cbr4 | 12236 | -0.754 | -0.0629 | No |
| 100 | Adgrl4 | 12245 | -0.765 | -0.0409 | No |
| 101 | Ccnd2 | 12383 | -0.932 | -0.0245 | No |
| 102 | Gypc | 12401 | -0.986 | 0.0032 | No |

