| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group3.GMP.mono_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_KRAS_SIGNALING_DN |
| Enrichment Score (ES) | 0.20534681 |
| Normalized Enrichment Score (NES) | 0.7827451 |
| Nominal p-value | 0.8990099 |
| FDR q-value | 0.84155107 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Serpinb2 | 200 | 0.721 | 0.0151 | Yes |
| 2 | Tnni3 | 302 | 0.658 | 0.0324 | Yes |
| 3 | Sidt1 | 388 | 0.618 | 0.0490 | Yes |
| 4 | Cyp39a1 | 481 | 0.578 | 0.0640 | Yes |
| 5 | Mx2 | 504 | 0.573 | 0.0819 | Yes |
| 6 | Mefv | 1074 | 0.464 | 0.0729 | Yes |
| 7 | Plag1 | 1112 | 0.459 | 0.0863 | Yes |
| 8 | Thnsl2 | 1166 | 0.447 | 0.0987 | Yes |
| 9 | Gp1ba | 1181 | 0.445 | 0.1127 | Yes |
| 10 | Slc12a3 | 1302 | 0.429 | 0.1217 | Yes |
| 11 | Kcnq2 | 1338 | 0.425 | 0.1341 | Yes |
| 12 | Thrb | 1423 | 0.417 | 0.1442 | Yes |
| 13 | Col2a1 | 1598 | 0.397 | 0.1498 | Yes |
| 14 | Pax3 | 1819 | 0.379 | 0.1529 | Yes |
| 15 | Gdnf | 1939 | 0.370 | 0.1599 | Yes |
| 16 | Gpr19 | 2032 | 0.366 | 0.1680 | Yes |
| 17 | Sgk1 | 2040 | 0.365 | 0.1797 | Yes |
| 18 | Cacna1f | 2349 | 0.341 | 0.1777 | Yes |
| 19 | Copz2 | 2463 | 0.329 | 0.1837 | Yes |
| 20 | Zc2hc1c | 2551 | 0.322 | 0.1905 | Yes |
| 21 | Egf | 2775 | 0.306 | 0.1911 | Yes |
| 22 | Il5 | 2805 | 0.305 | 0.1998 | Yes |
| 23 | Nrip2 | 3199 | 0.280 | 0.1923 | Yes |
| 24 | Vps50 | 3267 | 0.277 | 0.1985 | Yes |
| 25 | Tex15 | 3317 | 0.273 | 0.2053 | Yes |
| 26 | Stag3 | 3547 | 0.261 | 0.2041 | No |
| 27 | Kmt2d | 3855 | 0.246 | 0.1991 | No |
| 28 | Bmpr1b | 4447 | 0.220 | 0.1812 | No |
| 29 | Chst2 | 4855 | 0.204 | 0.1705 | No |
| 30 | Fggy | 4896 | 0.204 | 0.1755 | No |
| 31 | Prkn | 4908 | 0.203 | 0.1817 | No |
| 32 | Slc5a5 | 5023 | 0.198 | 0.1833 | No |
| 33 | Btg2 | 5190 | 0.193 | 0.1826 | No |
| 34 | Atp6v1b1 | 5384 | 0.185 | 0.1804 | No |
| 35 | Epha5 | 6633 | 0.140 | 0.1319 | No |
| 36 | Bard1 | 7150 | 0.123 | 0.1140 | No |
| 37 | Tgfb2 | 7231 | 0.120 | 0.1145 | No |
| 38 | Clstn3 | 7409 | 0.115 | 0.1107 | No |
| 39 | Slc29a3 | 7637 | 0.109 | 0.1046 | No |
| 40 | Tg | 7674 | 0.108 | 0.1066 | No |
| 41 | Ptprj | 7815 | 0.104 | 0.1041 | No |
| 42 | Ybx2 | 8144 | 0.093 | 0.0932 | No |
| 43 | Cntfr | 8445 | 0.085 | 0.0832 | No |
| 44 | Ngb | 8676 | 0.078 | 0.0760 | No |
| 45 | Htr1d | 8754 | 0.076 | 0.0752 | No |
| 46 | Cdkal1 | 8942 | 0.070 | 0.0695 | No |
| 47 | Dlk2 | 9023 | 0.067 | 0.0683 | No |
| 48 | Efhd1 | 9044 | 0.066 | 0.0696 | No |
| 49 | Lgals7 | 9082 | 0.065 | 0.0702 | No |
| 50 | Ntf3 | 9178 | 0.063 | 0.0682 | No |
| 51 | Pdk2 | 9277 | 0.061 | 0.0660 | No |
| 52 | Tcf7l1 | 9390 | 0.057 | 0.0631 | No |
| 53 | Dcc | 9623 | 0.049 | 0.0549 | No |
| 54 | Synpo | 9883 | 0.042 | 0.0452 | No |
| 55 | Nos1 | 9930 | 0.041 | 0.0446 | No |
| 56 | Tgm1 | 10012 | 0.038 | 0.0424 | No |
| 57 | Mthfr | 10064 | 0.036 | 0.0414 | No |
| 58 | Fgfr3 | 10388 | 0.026 | 0.0285 | No |
| 59 | Cpb1 | 10403 | 0.026 | 0.0288 | No |
| 60 | Brdt | 10439 | 0.025 | 0.0281 | No |
| 61 | Itgb1bp2 | 11293 | 0.000 | -0.0082 | No |
| 62 | Oxt | 11318 | 0.000 | -0.0092 | No |
| 63 | Grid2 | 11451 | -0.001 | -0.0148 | No |
| 64 | Zfp112 | 12268 | -0.025 | -0.0487 | No |
| 65 | Prodh | 12293 | -0.026 | -0.0489 | No |
| 66 | Nr6a1 | 13024 | -0.047 | -0.0784 | No |
| 67 | Gtf3c5 | 13123 | -0.050 | -0.0810 | No |
| 68 | Myo15a | 13291 | -0.055 | -0.0863 | No |
| 69 | Nr4a2 | 13808 | -0.072 | -0.1059 | No |
| 70 | Mast3 | 13830 | -0.072 | -0.1044 | No |
| 71 | Slc16a7 | 14045 | -0.079 | -0.1109 | No |
| 72 | Abcb11 | 14084 | -0.080 | -0.1099 | No |
| 73 | Skil | 14105 | -0.081 | -0.1081 | No |
| 74 | Sptbn2 | 14131 | -0.081 | -0.1065 | No |
| 75 | Asb7 | 14191 | -0.083 | -0.1063 | No |
| 76 | Kcnmb1 | 14202 | -0.084 | -0.1040 | No |
| 77 | Sphk2 | 14452 | -0.092 | -0.1116 | No |
| 78 | Scn10a | 15026 | -0.111 | -0.1323 | No |
| 79 | Coq8a | 15232 | -0.118 | -0.1372 | No |
| 80 | Zbtb16 | 15288 | -0.120 | -0.1356 | No |
| 81 | Pde6b | 15330 | -0.121 | -0.1334 | No |
| 82 | Tshb | 15497 | -0.127 | -0.1363 | No |
| 83 | Hsd11b2 | 15776 | -0.136 | -0.1437 | No |
| 84 | Cd80 | 16188 | -0.152 | -0.1562 | No |
| 85 | Serpina10 | 16584 | -0.165 | -0.1676 | No |
| 86 | Idua | 16671 | -0.168 | -0.1657 | No |
| 87 | Cpeb3 | 16693 | -0.169 | -0.1611 | No |
| 88 | Abcg4 | 16820 | -0.172 | -0.1608 | No |
| 89 | Hc | 17017 | -0.179 | -0.1633 | No |
| 90 | Arpp21 | 17025 | -0.179 | -0.1577 | No |
| 91 | Celsr2 | 17043 | -0.179 | -0.1526 | No |
| 92 | Entpd7 | 17370 | -0.192 | -0.1601 | No |
| 93 | Rsad2 | 17468 | -0.196 | -0.1579 | No |
| 94 | Fgf22 | 17696 | -0.206 | -0.1608 | No |
| 95 | P2rx6 | 18138 | -0.226 | -0.1721 | No |
| 96 | Dtnb | 18445 | -0.240 | -0.1773 | No |
| 97 | Pdcd1 | 18546 | -0.243 | -0.1736 | No |
| 98 | Edar | 18651 | -0.249 | -0.1699 | No |
| 99 | Ryr2 | 18757 | -0.253 | -0.1661 | No |
| 100 | Ryr1 | 19012 | -0.263 | -0.1683 | No |
| 101 | Slc6a3 | 19045 | -0.265 | -0.1609 | No |
| 102 | Msh5 | 19088 | -0.266 | -0.1540 | No |
| 103 | Snn | 19138 | -0.269 | -0.1473 | No |
| 104 | Ccdc106 | 19437 | -0.280 | -0.1508 | No |
| 105 | Kcnd1 | 19648 | -0.291 | -0.1502 | No |
| 106 | Nphs1 | 19694 | -0.293 | -0.1425 | No |
| 107 | Arhgdig | 19720 | -0.293 | -0.1340 | No |
| 108 | Macroh2a2 | 19740 | -0.294 | -0.1251 | No |
| 109 | Rgs11 | 20402 | -0.330 | -0.1425 | No |
| 110 | Tent5c | 20638 | -0.344 | -0.1412 | No |
| 111 | Capn9 | 20669 | -0.347 | -0.1311 | No |
| 112 | Mfsd6 | 20722 | -0.350 | -0.1219 | No |
| 113 | Klk8 | 20724 | -0.350 | -0.1105 | No |
| 114 | Tfcp2l1 | 20904 | -0.363 | -0.1062 | No |
| 115 | Slc30a3 | 21075 | -0.372 | -0.1013 | No |
| 116 | Slc25a23 | 21125 | -0.376 | -0.0910 | No |
| 117 | Selenop | 21320 | -0.389 | -0.0865 | No |
| 118 | Lfng | 21431 | -0.396 | -0.0783 | No |
| 119 | Kcnn1 | 21602 | -0.411 | -0.0720 | No |
| 120 | Camk1d | 21633 | -0.413 | -0.0598 | No |
| 121 | Gamt | 22134 | -0.460 | -0.0660 | No |
| 122 | Tenm2 | 22262 | -0.473 | -0.0559 | No |
| 123 | Atp4a | 22349 | -0.481 | -0.0438 | No |
| 124 | Ypel1 | 22623 | -0.517 | -0.0385 | No |
| 125 | Cpa2 | 22878 | -0.560 | -0.0310 | No |
| 126 | Magix | 23506 | -0.812 | -0.0310 | No |
| 127 | Hnf1a | 23604 | -1.099 | 0.0009 | No |

