| Dataset | GMP.GMP.mono_Pheno.cls #Group3_versus_Group4.GMP.mono_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_DN |
| Enrichment Score (ES) | 0.24977766 |
| Normalized Enrichment Score (NES) | 0.970261 |
| Nominal p-value | 0.5688259 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Capn9 | 53 | 0.992 | 0.0315 | Yes |
| 2 | Hnf1a | 84 | 0.924 | 0.0617 | Yes |
| 3 | Msh5 | 185 | 0.790 | 0.0843 | Yes |
| 4 | Cpa2 | 464 | 0.640 | 0.0942 | Yes |
| 5 | Tshb | 736 | 0.561 | 0.1018 | Yes |
| 6 | Macroh2a2 | 946 | 0.516 | 0.1104 | Yes |
| 7 | Efhd1 | 958 | 0.512 | 0.1274 | Yes |
| 8 | Camk1d | 1099 | 0.490 | 0.1381 | Yes |
| 9 | Rgs11 | 1280 | 0.467 | 0.1463 | Yes |
| 10 | Arhgdig | 1329 | 0.460 | 0.1599 | Yes |
| 11 | Edar | 1492 | 0.446 | 0.1682 | Yes |
| 12 | Serpina10 | 1517 | 0.444 | 0.1823 | Yes |
| 13 | Tfcp2l1 | 1819 | 0.410 | 0.1834 | Yes |
| 14 | P2rx6 | 1847 | 0.407 | 0.1961 | Yes |
| 15 | Slc6a3 | 2116 | 0.381 | 0.1977 | Yes |
| 16 | Epha5 | 2483 | 0.361 | 0.1944 | Yes |
| 17 | Kcnmb1 | 2644 | 0.347 | 0.1994 | Yes |
| 18 | Entpd7 | 2652 | 0.347 | 0.2109 | Yes |
| 19 | Stag3 | 2688 | 0.343 | 0.2211 | Yes |
| 20 | Mthfr | 2807 | 0.334 | 0.2274 | Yes |
| 21 | Cd80 | 2811 | 0.334 | 0.2387 | Yes |
| 22 | Tex15 | 2817 | 0.333 | 0.2498 | Yes |
| 23 | Nphs1 | 3385 | 0.293 | 0.2356 | No |
| 24 | Atp4a | 3660 | 0.283 | 0.2336 | No |
| 25 | Scn10a | 3868 | 0.272 | 0.2340 | No |
| 26 | Tenm2 | 4146 | 0.262 | 0.2311 | No |
| 27 | Slc12a3 | 4303 | 0.254 | 0.2331 | No |
| 28 | Dtnb | 4430 | 0.250 | 0.2363 | No |
| 29 | Tcf7l1 | 4716 | 0.237 | 0.2322 | No |
| 30 | Atp6v1b1 | 4802 | 0.234 | 0.2365 | No |
| 31 | Arpp21 | 4978 | 0.225 | 0.2367 | No |
| 32 | Pdcd1 | 4985 | 0.224 | 0.2441 | No |
| 33 | Dcc | 5127 | 0.218 | 0.2455 | No |
| 34 | Slc30a3 | 5438 | 0.204 | 0.2393 | No |
| 35 | Idua | 5631 | 0.195 | 0.2377 | No |
| 36 | Kcnn1 | 5660 | 0.194 | 0.2432 | No |
| 37 | Prodh | 5799 | 0.188 | 0.2437 | No |
| 38 | Tg | 5932 | 0.184 | 0.2443 | No |
| 39 | Ccdc106 | 5992 | 0.181 | 0.2480 | No |
| 40 | Asb7 | 6475 | 0.169 | 0.2332 | No |
| 41 | Clstn3 | 6644 | 0.162 | 0.2316 | No |
| 42 | Ngb | 6666 | 0.160 | 0.2361 | No |
| 43 | Tent5c | 6858 | 0.153 | 0.2332 | No |
| 44 | Zbtb16 | 7056 | 0.147 | 0.2298 | No |
| 45 | Prkn | 7513 | 0.130 | 0.2148 | No |
| 46 | Skil | 7646 | 0.126 | 0.2135 | No |
| 47 | Gamt | 8150 | 0.110 | 0.1958 | No |
| 48 | Bard1 | 8345 | 0.106 | 0.1912 | No |
| 49 | Hsd11b2 | 9291 | 0.078 | 0.1536 | No |
| 50 | Egf | 9407 | 0.075 | 0.1512 | No |
| 51 | Cntfr | 9522 | 0.072 | 0.1488 | No |
| 52 | Kcnd1 | 9892 | 0.062 | 0.1353 | No |
| 53 | Fggy | 9992 | 0.059 | 0.1331 | No |
| 54 | Fgf22 | 10041 | 0.058 | 0.1330 | No |
| 55 | Slc5a5 | 10089 | 0.057 | 0.1330 | No |
| 56 | Klk8 | 10536 | 0.046 | 0.1155 | No |
| 57 | Magix | 10656 | 0.043 | 0.1119 | No |
| 58 | Tgm1 | 10666 | 0.042 | 0.1130 | No |
| 59 | Ryr1 | 10709 | 0.041 | 0.1126 | No |
| 60 | Bmpr1b | 10995 | 0.033 | 0.1016 | No |
| 61 | Btg2 | 11164 | 0.029 | 0.0954 | No |
| 62 | Selenop | 11279 | 0.026 | 0.0914 | No |
| 63 | Kmt2d | 12242 | 0.002 | 0.0506 | No |
| 64 | Pax3 | 12316 | 0.000 | 0.0474 | No |
| 65 | Gdnf | 12332 | 0.000 | 0.0468 | No |
| 66 | Chst2 | 12371 | 0.000 | 0.0452 | No |
| 67 | Slc29a3 | 12667 | -0.000 | 0.0326 | No |
| 68 | Tnni3 | 12948 | -0.008 | 0.0210 | No |
| 69 | Htr1d | 12977 | -0.008 | 0.0201 | No |
| 70 | Pde6b | 12989 | -0.009 | 0.0199 | No |
| 71 | Cdkal1 | 13124 | -0.012 | 0.0146 | No |
| 72 | Vps50 | 13429 | -0.019 | 0.0023 | No |
| 73 | Zfp112 | 13505 | -0.022 | -0.0001 | No |
| 74 | Ptprj | 13631 | -0.025 | -0.0046 | No |
| 75 | Sphk2 | 13832 | -0.030 | -0.0121 | No |
| 76 | Cpb1 | 13872 | -0.031 | -0.0127 | No |
| 77 | Mfsd6 | 13903 | -0.031 | -0.0129 | No |
| 78 | Ntf3 | 14254 | -0.040 | -0.0265 | No |
| 79 | Ypel1 | 14511 | -0.046 | -0.0358 | No |
| 80 | Ybx2 | 14674 | -0.051 | -0.0409 | No |
| 81 | Nr4a2 | 14846 | -0.056 | -0.0463 | No |
| 82 | Slc16a7 | 15049 | -0.061 | -0.0528 | No |
| 83 | Myo15a | 15187 | -0.065 | -0.0565 | No |
| 84 | Il5 | 15236 | -0.066 | -0.0562 | No |
| 85 | Mast3 | 15384 | -0.069 | -0.0601 | No |
| 86 | Itgb1bp2 | 15693 | -0.077 | -0.0706 | No |
| 87 | Serpinb2 | 15877 | -0.082 | -0.0756 | No |
| 88 | Nos1 | 16422 | -0.097 | -0.0955 | No |
| 89 | Ryr2 | 16567 | -0.101 | -0.0982 | No |
| 90 | Mefv | 17270 | -0.124 | -0.1238 | No |
| 91 | Gtf3c5 | 17322 | -0.126 | -0.1217 | No |
| 92 | Abcb11 | 17367 | -0.127 | -0.1193 | No |
| 93 | Brdt | 17681 | -0.137 | -0.1279 | No |
| 94 | Fgfr3 | 17882 | -0.144 | -0.1316 | No |
| 95 | Plag1 | 18235 | -0.156 | -0.1412 | No |
| 96 | Sptbn2 | 18420 | -0.164 | -0.1435 | No |
| 97 | Snn | 18452 | -0.165 | -0.1392 | No |
| 98 | Celsr2 | 18453 | -0.165 | -0.1336 | No |
| 99 | Nrip2 | 18741 | -0.178 | -0.1397 | No |
| 100 | Coq8a | 18948 | -0.186 | -0.1421 | No |
| 101 | Slc25a23 | 19097 | -0.193 | -0.1419 | No |
| 102 | Dlk2 | 19109 | -0.193 | -0.1358 | No |
| 103 | Lfng | 19589 | -0.215 | -0.1489 | No |
| 104 | Thnsl2 | 19630 | -0.217 | -0.1432 | No |
| 105 | Cyp39a1 | 20440 | -0.255 | -0.1689 | No |
| 106 | Gpr19 | 20525 | -0.259 | -0.1637 | No |
| 107 | Nr6a1 | 20703 | -0.267 | -0.1621 | No |
| 108 | Hc | 20758 | -0.271 | -0.1552 | No |
| 109 | Copz2 | 20772 | -0.272 | -0.1466 | No |
| 110 | Sgk1 | 20782 | -0.273 | -0.1377 | No |
| 111 | Rsad2 | 20906 | -0.282 | -0.1333 | No |
| 112 | Gp1ba | 21325 | -0.307 | -0.1406 | No |
| 113 | Synpo | 21337 | -0.309 | -0.1306 | No |
| 114 | Kcnq2 | 21469 | -0.313 | -0.1255 | No |
| 115 | Oxt | 21472 | -0.313 | -0.1150 | No |
| 116 | Pdk2 | 21633 | -0.323 | -0.1108 | No |
| 117 | Lgals7 | 21833 | -0.340 | -0.1077 | No |
| 118 | Tgfb2 | 21915 | -0.347 | -0.0994 | No |
| 119 | Cpeb3 | 21929 | -0.348 | -0.0881 | No |
| 120 | Abcg4 | 22073 | -0.361 | -0.0819 | No |
| 121 | Zc2hc1c | 22752 | -0.448 | -0.0955 | No |
| 122 | Sidt1 | 22856 | -0.467 | -0.0840 | No |
| 123 | Thrb | 23085 | -0.506 | -0.0765 | No |
| 124 | Col2a1 | 23109 | -0.513 | -0.0600 | No |
| 125 | Cacna1f | 23358 | -0.599 | -0.0502 | No |
| 126 | Grid2 | 23535 | -0.715 | -0.0334 | No |
| 127 | Mx2 | 23614 | -1.091 | 0.0004 | No |

