| Dataset | MEP.MEP.mega_Pheno.cls #Group2_versus_Group3.MEP.mega_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | MEP.mega_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.2279525 |
| Normalized Enrichment Score (NES) | -1.0742667 |
| Nominal p-value | 0.2923387 |
| FDR q-value | 0.88592654 |
| FWER p-Value | 0.976 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Traf1 | 0 | 1.255 | 0.0367 | No |
| 2 | Ptprr | 382 | 0.573 | 0.0335 | No |
| 3 | Plek2 | 775 | 0.477 | 0.0270 | No |
| 4 | Ets1 | 801 | 0.474 | 0.0396 | No |
| 5 | Plaur | 827 | 0.469 | 0.0520 | No |
| 6 | Galnt3 | 910 | 0.453 | 0.0609 | No |
| 7 | Strn | 915 | 0.452 | 0.0740 | No |
| 8 | Il7r | 1009 | 0.437 | 0.0819 | No |
| 9 | Rbm4 | 1021 | 0.435 | 0.0940 | No |
| 10 | Itga2 | 1095 | 0.424 | 0.1026 | No |
| 11 | Tnfaip3 | 1239 | 0.409 | 0.1071 | No |
| 12 | Ppbp | 1278 | 0.405 | 0.1170 | No |
| 13 | Gadd45g | 1703 | 0.365 | 0.1055 | No |
| 14 | Mtmr10 | 1788 | 0.358 | 0.1116 | No |
| 15 | Dnmbp | 1798 | 0.356 | 0.1215 | No |
| 16 | Bmp2 | 1873 | 0.350 | 0.1279 | No |
| 17 | Gng11 | 1957 | 0.345 | 0.1336 | No |
| 18 | Adam8 | 2011 | 0.342 | 0.1409 | No |
| 19 | Vwa5a | 2179 | 0.328 | 0.1417 | No |
| 20 | Pecam1 | 2244 | 0.323 | 0.1478 | No |
| 21 | Mmd | 2478 | 0.306 | 0.1446 | No |
| 22 | Cdadc1 | 2592 | 0.299 | 0.1474 | No |
| 23 | Satb1 | 2719 | 0.289 | 0.1493 | No |
| 24 | Il1b | 3038 | 0.268 | 0.1405 | No |
| 25 | Rabgap1l | 3335 | 0.249 | 0.1324 | No |
| 26 | F13a1 | 3342 | 0.248 | 0.1393 | No |
| 27 | Wnt7a | 3597 | 0.234 | 0.1329 | No |
| 28 | Gucy1a1 | 3604 | 0.234 | 0.1395 | No |
| 29 | Gprc5b | 3843 | 0.220 | 0.1335 | No |
| 30 | Ptbp2 | 4036 | 0.212 | 0.1296 | No |
| 31 | Evi5 | 4113 | 0.209 | 0.1318 | No |
| 32 | Tor1aip2 | 4134 | 0.208 | 0.1368 | No |
| 33 | Birc3 | 4505 | 0.189 | 0.1230 | No |
| 34 | Id2 | 4642 | 0.182 | 0.1212 | No |
| 35 | Scg5 | 4829 | 0.175 | 0.1166 | No |
| 36 | Trib1 | 5026 | 0.165 | 0.1112 | No |
| 37 | Cxcl10 | 5112 | 0.161 | 0.1115 | No |
| 38 | Cmklr1 | 5253 | 0.157 | 0.1088 | No |
| 39 | Cbl | 5345 | 0.153 | 0.1085 | No |
| 40 | Aldh1a3 | 5381 | 0.151 | 0.1111 | No |
| 41 | Pdcd1lg2 | 5436 | 0.149 | 0.1126 | No |
| 42 | Adam17 | 5744 | 0.136 | 0.1005 | No |
| 43 | Map3k1 | 5766 | 0.135 | 0.1034 | No |
| 44 | Cfb | 6023 | 0.123 | 0.0936 | No |
| 45 | Ccser2 | 6127 | 0.119 | 0.0917 | No |
| 46 | Akt2 | 6300 | 0.111 | 0.0860 | No |
| 47 | Usp12 | 6361 | 0.109 | 0.0860 | No |
| 48 | Mafb | 6581 | 0.100 | 0.0775 | No |
| 49 | Mycn | 6637 | 0.098 | 0.0775 | No |
| 50 | Il1rl2 | 6752 | 0.094 | 0.0743 | No |
| 51 | Aldh1a2 | 6951 | 0.086 | 0.0665 | No |
| 52 | H2bc3 | 6987 | 0.084 | 0.0671 | No |
| 53 | Prdm1 | 7151 | 0.078 | 0.0609 | No |
| 54 | Slpi | 7341 | 0.071 | 0.0531 | No |
| 55 | Epb41l3 | 7369 | 0.070 | 0.0537 | No |
| 56 | Nin | 7438 | 0.067 | 0.0521 | No |
| 57 | Map4k1 | 8026 | 0.044 | 0.0228 | No |
| 58 | Cab39l | 8073 | 0.043 | 0.0216 | No |
| 59 | Tmem176a | 8175 | 0.039 | 0.0175 | No |
| 60 | Ctss | 8614 | 0.023 | -0.0047 | No |
| 61 | Il10ra | 8725 | 0.019 | -0.0099 | No |
| 62 | Map7 | 8741 | 0.018 | -0.0101 | No |
| 63 | Fuca1 | 8866 | 0.014 | -0.0162 | No |
| 64 | Reln | 8880 | 0.013 | -0.0165 | No |
| 65 | Ephb2 | 8939 | 0.011 | -0.0192 | No |
| 66 | Ero1a | 9150 | 0.003 | -0.0300 | No |
| 67 | Tmem158 | 9200 | 0.001 | -0.0325 | No |
| 68 | Ly96 | 9387 | -0.004 | -0.0421 | No |
| 69 | Zfp277 | 9487 | -0.007 | -0.0471 | No |
| 70 | St6gal1 | 9512 | -0.008 | -0.0481 | No |
| 71 | Sdccag8 | 9590 | -0.011 | -0.0518 | No |
| 72 | Ptcd2 | 9637 | -0.012 | -0.0539 | No |
| 73 | Avl9 | 9772 | -0.016 | -0.0604 | No |
| 74 | Wdr33 | 10237 | -0.034 | -0.0836 | No |
| 75 | Akap12 | 10467 | -0.044 | -0.0943 | No |
| 76 | Tnfrsf1b | 10520 | -0.046 | -0.0957 | No |
| 77 | Nr0b2 | 10574 | -0.048 | -0.0970 | No |
| 78 | Dock2 | 10578 | -0.048 | -0.0958 | No |
| 79 | Ank | 10749 | -0.054 | -0.1031 | No |
| 80 | Crot | 10893 | -0.060 | -0.1088 | No |
| 81 | Btc | 10938 | -0.061 | -0.1093 | No |
| 82 | Ammecr1 | 10951 | -0.062 | -0.1081 | No |
| 83 | Btbd3 | 10986 | -0.063 | -0.1080 | No |
| 84 | Tfpi | 11281 | -0.075 | -0.1212 | No |
| 85 | Abcb1a | 11334 | -0.077 | -0.1216 | No |
| 86 | Fcer1g | 11431 | -0.080 | -0.1243 | No |
| 87 | Dcbld2 | 11584 | -0.086 | -0.1297 | No |
| 88 | Plvap | 11830 | -0.097 | -0.1397 | No |
| 89 | Fbxo4 | 11840 | -0.097 | -0.1373 | No |
| 90 | Zfp639 | 11963 | -0.103 | -0.1407 | No |
| 91 | Klf4 | 12023 | -0.105 | -0.1407 | No |
| 92 | Laptm5 | 12144 | -0.110 | -0.1437 | No |
| 93 | Arg1 | 12242 | -0.114 | -0.1455 | No |
| 94 | Atg10 | 12426 | -0.121 | -0.1515 | No |
| 95 | Itgbl1 | 12820 | -0.138 | -0.1679 | No |
| 96 | Hsd11b1 | 13053 | -0.150 | -0.1757 | No |
| 97 | Gfpt2 | 13253 | -0.157 | -0.1814 | No |
| 98 | Yrdc | 13325 | -0.160 | -0.1804 | No |
| 99 | Psmb8 | 13437 | -0.165 | -0.1814 | No |
| 100 | Ikzf1 | 13532 | -0.169 | -0.1814 | No |
| 101 | Gypc | 13841 | -0.183 | -0.1921 | No |
| 102 | Adgrl4 | 13885 | -0.186 | -0.1889 | No |
| 103 | Dusp6 | 13981 | -0.190 | -0.1883 | No |
| 104 | Car2 | 14241 | -0.203 | -0.1959 | No |
| 105 | Itgb2 | 14331 | -0.207 | -0.1945 | No |
| 106 | Adgra2 | 14472 | -0.215 | -0.1955 | No |
| 107 | Tmem176b | 14784 | -0.230 | -0.2050 | No |
| 108 | Ppp1r15a | 14807 | -0.231 | -0.1994 | No |
| 109 | Scn1b | 15326 | -0.260 | -0.2188 | No |
| 110 | Ano1 | 15502 | -0.270 | -0.2201 | Yes |
| 111 | Jup | 15599 | -0.274 | -0.2171 | Yes |
| 112 | Prkg2 | 15733 | -0.282 | -0.2157 | Yes |
| 113 | Kif5c | 15753 | -0.283 | -0.2085 | Yes |
| 114 | Bpgm | 15764 | -0.284 | -0.2007 | Yes |
| 115 | Etv1 | 15871 | -0.291 | -0.1977 | Yes |
| 116 | Angptl4 | 15917 | -0.296 | -0.1914 | Yes |
| 117 | Hbegf | 16198 | -0.314 | -0.1968 | Yes |
| 118 | Nrp1 | 16362 | -0.326 | -0.1958 | Yes |
| 119 | Tspan13 | 16419 | -0.329 | -0.1891 | Yes |
| 120 | Cbx8 | 16430 | -0.330 | -0.1800 | Yes |
| 121 | Etv4 | 16518 | -0.335 | -0.1747 | Yes |
| 122 | Nr1h4 | 16553 | -0.338 | -0.1666 | Yes |
| 123 | Cxcr4 | 16820 | -0.357 | -0.1701 | Yes |
| 124 | Cbr4 | 16822 | -0.357 | -0.1597 | Yes |
| 125 | Glrx | 16903 | -0.363 | -0.1532 | Yes |
| 126 | Ccnd2 | 17002 | -0.372 | -0.1475 | Yes |
| 127 | Kcnn4 | 17109 | -0.382 | -0.1418 | Yes |
| 128 | Lcp1 | 17147 | -0.385 | -0.1325 | Yes |
| 129 | Il2rg | 17153 | -0.385 | -0.1215 | Yes |
| 130 | Eng | 17180 | -0.388 | -0.1115 | Yes |
| 131 | Plau | 17290 | -0.398 | -0.1056 | Yes |
| 132 | Gabra3 | 17321 | -0.400 | -0.0955 | Yes |
| 133 | Mmp11 | 17344 | -0.400 | -0.0849 | Yes |
| 134 | Spry2 | 17441 | -0.409 | -0.0780 | Yes |
| 135 | Trib2 | 17548 | -0.418 | -0.0713 | Yes |
| 136 | Cd37 | 17900 | -0.453 | -0.0764 | Yes |
| 137 | Lat2 | 18334 | -0.521 | -0.0837 | Yes |
| 138 | Flt4 | 18361 | -0.525 | -0.0697 | Yes |
| 139 | Spon1 | 18363 | -0.526 | -0.0544 | Yes |
| 140 | Hdac9 | 18552 | -0.564 | -0.0477 | Yes |
| 141 | Etv5 | 18974 | -0.688 | -0.0496 | Yes |
| 142 | Irf8 | 19016 | -0.716 | -0.0308 | Yes |
| 143 | Csf2ra | 19085 | -0.764 | -0.0120 | Yes |
| 144 | Prelid3b | 19136 | -0.805 | 0.0089 | Yes |

