| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group2.MPP_Pheno.cls#Group1_versus_Group2_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.25059277 |
| Normalized Enrichment Score (NES) | -1.1405834 |
| Nominal p-value | 0.17988394 |
| FDR q-value | 0.854626 |
| FWER p-Value | 0.96 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Trib2 | 44 | 0.912 | 0.0211 | No |
| 2 | Jup | 142 | 0.755 | 0.0355 | No |
| 3 | Gabra3 | 160 | 0.732 | 0.0534 | No |
| 4 | Ccnd2 | 186 | 0.710 | 0.0703 | No |
| 5 | Irf8 | 331 | 0.630 | 0.0790 | No |
| 6 | Klf4 | 367 | 0.611 | 0.0929 | No |
| 7 | Itga2 | 378 | 0.609 | 0.1080 | No |
| 8 | Arg1 | 686 | 0.531 | 0.1058 | No |
| 9 | Bpgm | 983 | 0.479 | 0.1028 | No |
| 10 | Reln | 1076 | 0.464 | 0.1099 | No |
| 11 | Tspan7 | 1208 | 0.444 | 0.1145 | No |
| 12 | Itgbl1 | 1301 | 0.434 | 0.1209 | No |
| 13 | Dusp6 | 1474 | 0.413 | 0.1226 | No |
| 14 | Hdac9 | 1599 | 0.400 | 0.1265 | No |
| 15 | Yrdc | 1777 | 0.381 | 0.1271 | No |
| 16 | Cxcl10 | 1826 | 0.376 | 0.1343 | No |
| 17 | Csf2ra | 1867 | 0.372 | 0.1417 | No |
| 18 | Prdm1 | 1873 | 0.371 | 0.1510 | No |
| 19 | Etv5 | 1997 | 0.361 | 0.1539 | No |
| 20 | Tfpi | 2034 | 0.358 | 0.1612 | No |
| 21 | Fbxo4 | 2648 | 0.311 | 0.1375 | No |
| 22 | Igf2 | 2686 | 0.308 | 0.1435 | No |
| 23 | Mmp11 | 2781 | 0.303 | 0.1465 | No |
| 24 | Nr0b2 | 3005 | 0.288 | 0.1423 | No |
| 25 | Mycn | 3113 | 0.282 | 0.1440 | No |
| 26 | Nin | 3268 | 0.273 | 0.1431 | No |
| 27 | Glrx | 3381 | 0.265 | 0.1441 | No |
| 28 | Adgra2 | 3416 | 0.263 | 0.1491 | No |
| 29 | Rabgap1l | 3436 | 0.261 | 0.1548 | No |
| 30 | Wnt7a | 3571 | 0.253 | 0.1544 | No |
| 31 | Abcb1a | 3698 | 0.247 | 0.1542 | No |
| 32 | Ptprr | 3889 | 0.236 | 0.1504 | No |
| 33 | Ppbp | 4073 | 0.226 | 0.1468 | No |
| 34 | Epb41l3 | 4100 | 0.225 | 0.1512 | No |
| 35 | Ank | 4217 | 0.219 | 0.1508 | No |
| 36 | Car2 | 4257 | 0.218 | 0.1544 | No |
| 37 | Map7 | 4658 | 0.196 | 0.1388 | No |
| 38 | Plek2 | 4791 | 0.190 | 0.1368 | No |
| 39 | Tmem100 | 5074 | 0.177 | 0.1268 | No |
| 40 | Adam17 | 5623 | 0.151 | 0.1024 | No |
| 41 | Il7r | 5770 | 0.145 | 0.0986 | No |
| 42 | Lif | 5811 | 0.143 | 0.1002 | No |
| 43 | Eng | 5926 | 0.138 | 0.0978 | No |
| 44 | Ero1a | 5944 | 0.137 | 0.1004 | No |
| 45 | Atg10 | 6058 | 0.132 | 0.0980 | No |
| 46 | Ptbp2 | 6469 | 0.116 | 0.0798 | No |
| 47 | Lat2 | 6633 | 0.110 | 0.0742 | No |
| 48 | Adam8 | 6753 | 0.105 | 0.0708 | No |
| 49 | St6gal1 | 6827 | 0.102 | 0.0696 | No |
| 50 | Birc3 | 6860 | 0.101 | 0.0705 | No |
| 51 | Cd37 | 6869 | 0.101 | 0.0727 | No |
| 52 | Fcer1g | 6906 | 0.100 | 0.0734 | No |
| 53 | Laptm5 | 7040 | 0.095 | 0.0690 | No |
| 54 | Ikzf1 | 7352 | 0.084 | 0.0551 | No |
| 55 | Strn | 7421 | 0.082 | 0.0537 | No |
| 56 | Dcbld2 | 7553 | 0.076 | 0.0488 | No |
| 57 | Etv4 | 7776 | 0.068 | 0.0391 | No |
| 58 | Spry2 | 7954 | 0.061 | 0.0316 | No |
| 59 | Tnfrsf1b | 8081 | 0.057 | 0.0265 | No |
| 60 | Dock2 | 8180 | 0.052 | 0.0228 | No |
| 61 | G0s2 | 8215 | 0.051 | 0.0223 | No |
| 62 | Gucy1a1 | 8657 | 0.036 | 0.0005 | No |
| 63 | Scg3 | 8758 | 0.033 | -0.0039 | No |
| 64 | Btc | 8777 | 0.032 | -0.0040 | No |
| 65 | Ppp1r15a | 8860 | 0.029 | -0.0075 | No |
| 66 | Cbl | 9015 | 0.024 | -0.0148 | No |
| 67 | Btbd3 | 9069 | 0.022 | -0.0170 | No |
| 68 | Fuca1 | 9145 | 0.018 | -0.0204 | No |
| 69 | Id2 | 9196 | 0.017 | -0.0226 | No |
| 70 | Scn1b | 9223 | 0.015 | -0.0235 | No |
| 71 | Ly96 | 9459 | 0.007 | -0.0355 | No |
| 72 | Gypc | 9594 | 0.002 | -0.0423 | No |
| 73 | Crot | 10141 | -0.017 | -0.0701 | No |
| 74 | Evi5 | 10201 | -0.017 | -0.0727 | No |
| 75 | Gprc5b | 10415 | -0.025 | -0.0831 | No |
| 76 | Gng11 | 10429 | -0.026 | -0.0831 | No |
| 77 | Adgrl4 | 10558 | -0.030 | -0.0889 | No |
| 78 | Kcnn4 | 10649 | -0.033 | -0.0927 | No |
| 79 | Scg5 | 10791 | -0.038 | -0.0990 | No |
| 80 | Nrp1 | 11124 | -0.049 | -0.1149 | No |
| 81 | Akt2 | 11126 | -0.049 | -0.1137 | No |
| 82 | Ammecr1 | 11157 | -0.051 | -0.1139 | No |
| 83 | Map4k1 | 11319 | -0.056 | -0.1208 | No |
| 84 | Dnmbp | 11326 | -0.057 | -0.1197 | No |
| 85 | Mafb | 11737 | -0.072 | -0.1390 | No |
| 86 | Map3k1 | 11741 | -0.072 | -0.1373 | No |
| 87 | Wdr33 | 11752 | -0.072 | -0.1360 | No |
| 88 | Cbr4 | 11866 | -0.076 | -0.1398 | No |
| 89 | Sdccag8 | 12223 | -0.090 | -0.1559 | No |
| 90 | Prelid3b | 12242 | -0.091 | -0.1545 | No |
| 91 | Cxcr4 | 12275 | -0.092 | -0.1538 | No |
| 92 | Plaur | 12441 | -0.099 | -0.1598 | No |
| 93 | Il1rl2 | 12520 | -0.102 | -0.1612 | No |
| 94 | Vwa5a | 12617 | -0.105 | -0.1635 | No |
| 95 | Ptcd2 | 12677 | -0.108 | -0.1638 | No |
| 96 | Hbegf | 13160 | -0.128 | -0.1854 | No |
| 97 | Etv1 | 13516 | -0.143 | -0.2000 | No |
| 98 | Tor1aip2 | 13722 | -0.151 | -0.2068 | No |
| 99 | Tspan13 | 13758 | -0.153 | -0.2046 | No |
| 100 | Cbx8 | 14187 | -0.174 | -0.2223 | No |
| 101 | Gfpt2 | 14201 | -0.174 | -0.2185 | No |
| 102 | Lcp1 | 14242 | -0.176 | -0.2160 | No |
| 103 | Cab39l | 14560 | -0.190 | -0.2275 | No |
| 104 | Psmb8 | 14599 | -0.192 | -0.2246 | No |
| 105 | Trib1 | 14715 | -0.198 | -0.2254 | No |
| 106 | Cmklr1 | 14894 | -0.206 | -0.2293 | No |
| 107 | Satb1 | 14946 | -0.209 | -0.2266 | No |
| 108 | Usp12 | 14960 | -0.210 | -0.2219 | No |
| 109 | Kif5c | 15073 | -0.215 | -0.2222 | No |
| 110 | Zfp277 | 15570 | -0.242 | -0.2416 | No |
| 111 | Cfb | 15746 | -0.254 | -0.2441 | Yes |
| 112 | Avl9 | 15859 | -0.261 | -0.2431 | Yes |
| 113 | H2bc3 | 15915 | -0.266 | -0.2392 | Yes |
| 114 | Itgb2 | 15978 | -0.271 | -0.2354 | Yes |
| 115 | Pdcd1lg2 | 15980 | -0.271 | -0.2285 | Yes |
| 116 | Rbm4 | 16111 | -0.278 | -0.2281 | Yes |
| 117 | Nr1h4 | 16287 | -0.288 | -0.2298 | Yes |
| 118 | Ccser2 | 16415 | -0.297 | -0.2287 | Yes |
| 119 | Ano1 | 16588 | -0.308 | -0.2297 | Yes |
| 120 | Emp1 | 16702 | -0.315 | -0.2275 | Yes |
| 121 | Mtmr10 | 16806 | -0.322 | -0.2245 | Yes |
| 122 | Tnfaip3 | 16839 | -0.324 | -0.2179 | Yes |
| 123 | Ephb2 | 16906 | -0.330 | -0.2128 | Yes |
| 124 | Gadd45g | 17115 | -0.345 | -0.2147 | Yes |
| 125 | Galnt3 | 17154 | -0.347 | -0.2078 | Yes |
| 126 | Plvap | 17206 | -0.352 | -0.2014 | Yes |
| 127 | Plau | 17238 | -0.356 | -0.1938 | Yes |
| 128 | Pecam1 | 17245 | -0.357 | -0.1850 | Yes |
| 129 | Ets1 | 17456 | -0.374 | -0.1862 | Yes |
| 130 | Fgf9 | 17560 | -0.384 | -0.1817 | Yes |
| 131 | F13a1 | 17664 | -0.393 | -0.1770 | Yes |
| 132 | Tmem176a | 17725 | -0.398 | -0.1698 | Yes |
| 133 | Cdadc1 | 17810 | -0.406 | -0.1638 | Yes |
| 134 | Mmd | 17901 | -0.416 | -0.1577 | Yes |
| 135 | Akap12 | 18006 | -0.429 | -0.1521 | Yes |
| 136 | Tmem176b | 18102 | -0.442 | -0.1457 | Yes |
| 137 | Hsd11b1 | 18423 | -0.482 | -0.1498 | Yes |
| 138 | Spp1 | 18489 | -0.494 | -0.1405 | Yes |
| 139 | Flt4 | 18502 | -0.496 | -0.1284 | Yes |
| 140 | Slpi | 18826 | -0.548 | -0.1311 | Yes |
| 141 | Ctss | 18859 | -0.558 | -0.1184 | Yes |
| 142 | Il2rg | 18890 | -0.565 | -0.1054 | Yes |
| 143 | Spon1 | 18974 | -0.591 | -0.0946 | Yes |
| 144 | Zfp639 | 19030 | -0.607 | -0.0818 | Yes |
| 145 | Traf1 | 19154 | -0.649 | -0.0715 | Yes |
| 146 | Tmem158 | 19414 | -0.833 | -0.0635 | Yes |
| 147 | Il10ra | 19431 | -0.868 | -0.0421 | Yes |
| 148 | Ptgs2 | 19444 | -0.881 | -0.0201 | Yes |
| 149 | Angptl4 | 19452 | -0.919 | 0.0031 | Yes |

