| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group2.GMP.mono_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_KRAS_SIGNALING_DN |
| Enrichment Score (ES) | 0.30121276 |
| Normalized Enrichment Score (NES) | 1.2215621 |
| Nominal p-value | 0.08251473 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.852 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Dcc | 118 | 0.848 | 0.0210 | Yes |
| 2 | Tex15 | 138 | 0.821 | 0.0455 | Yes |
| 3 | Zbtb16 | 478 | 0.642 | 0.0508 | Yes |
| 4 | Msh5 | 895 | 0.551 | 0.0500 | Yes |
| 5 | Thrb | 930 | 0.546 | 0.0654 | Yes |
| 6 | P2rx6 | 942 | 0.543 | 0.0816 | Yes |
| 7 | Tcf7l1 | 996 | 0.536 | 0.0958 | Yes |
| 8 | Serpinb2 | 1045 | 0.529 | 0.1100 | Yes |
| 9 | Slc25a23 | 1444 | 0.469 | 0.1075 | Yes |
| 10 | Synpo | 1525 | 0.459 | 0.1182 | Yes |
| 11 | Il5 | 1687 | 0.442 | 0.1250 | Yes |
| 12 | Kcnq2 | 1702 | 0.441 | 0.1379 | Yes |
| 13 | Gp1ba | 1875 | 0.426 | 0.1437 | Yes |
| 14 | Mast3 | 1966 | 0.419 | 0.1528 | Yes |
| 15 | Idua | 1968 | 0.419 | 0.1656 | Yes |
| 16 | Kmt2d | 1973 | 0.419 | 0.1783 | Yes |
| 17 | Kcnd1 | 2004 | 0.416 | 0.1898 | Yes |
| 18 | Cyp39a1 | 2155 | 0.404 | 0.1959 | Yes |
| 19 | Zfp112 | 2185 | 0.401 | 0.2070 | Yes |
| 20 | Cntfr | 2213 | 0.400 | 0.2181 | Yes |
| 21 | Serpina10 | 2232 | 0.399 | 0.2296 | Yes |
| 22 | Atp6v1b1 | 2542 | 0.376 | 0.2281 | Yes |
| 23 | Brdt | 2558 | 0.376 | 0.2390 | Yes |
| 24 | Prkn | 3106 | 0.339 | 0.2261 | Yes |
| 25 | Thnsl2 | 3195 | 0.332 | 0.2326 | Yes |
| 26 | Kcnmb1 | 3270 | 0.328 | 0.2395 | Yes |
| 27 | Fggy | 3303 | 0.326 | 0.2482 | Yes |
| 28 | Btg2 | 3333 | 0.325 | 0.2569 | Yes |
| 29 | Lgals7 | 3401 | 0.320 | 0.2639 | Yes |
| 30 | Slc5a5 | 3461 | 0.316 | 0.2711 | Yes |
| 31 | Nos1 | 3696 | 0.301 | 0.2704 | Yes |
| 32 | Nr4a2 | 3999 | 0.284 | 0.2663 | Yes |
| 33 | Sphk2 | 4272 | 0.268 | 0.2630 | Yes |
| 34 | Pdk2 | 4584 | 0.251 | 0.2575 | Yes |
| 35 | Ccdc106 | 4658 | 0.248 | 0.2620 | Yes |
| 36 | Slc29a3 | 4761 | 0.243 | 0.2651 | Yes |
| 37 | Edar | 4834 | 0.240 | 0.2694 | Yes |
| 38 | Slc12a3 | 5004 | 0.232 | 0.2694 | Yes |
| 39 | Ypel1 | 5019 | 0.231 | 0.2759 | Yes |
| 40 | Clstn3 | 5279 | 0.220 | 0.2716 | Yes |
| 41 | Mefv | 5300 | 0.219 | 0.2775 | Yes |
| 42 | Egf | 5311 | 0.218 | 0.2838 | Yes |
| 43 | Ptprj | 5400 | 0.215 | 0.2866 | Yes |
| 44 | Fgf22 | 5565 | 0.208 | 0.2861 | Yes |
| 45 | Slc16a7 | 5617 | 0.205 | 0.2902 | Yes |
| 46 | Ybx2 | 5670 | 0.204 | 0.2943 | Yes |
| 47 | Epha5 | 5796 | 0.201 | 0.2951 | Yes |
| 48 | Gpr19 | 5799 | 0.201 | 0.3012 | Yes |
| 49 | Dtnb | 6251 | 0.183 | 0.2876 | No |
| 50 | Slc6a3 | 6800 | 0.161 | 0.2693 | No |
| 51 | Plag1 | 7077 | 0.152 | 0.2622 | No |
| 52 | Ntf3 | 7116 | 0.151 | 0.2653 | No |
| 53 | Abcb11 | 7254 | 0.147 | 0.2639 | No |
| 54 | Pax3 | 7320 | 0.144 | 0.2656 | No |
| 55 | Tg | 7938 | 0.123 | 0.2431 | No |
| 56 | Cacna1f | 8060 | 0.119 | 0.2416 | No |
| 57 | Nrip2 | 8924 | 0.091 | 0.2077 | No |
| 58 | Mthfr | 9078 | 0.086 | 0.2039 | No |
| 59 | Capn9 | 9283 | 0.080 | 0.1976 | No |
| 60 | Col2a1 | 9395 | 0.076 | 0.1952 | No |
| 61 | Fgfr3 | 9647 | 0.068 | 0.1866 | No |
| 62 | Bard1 | 9650 | 0.068 | 0.1887 | No |
| 63 | Efhd1 | 9711 | 0.066 | 0.1881 | No |
| 64 | Atp4a | 9873 | 0.061 | 0.1832 | No |
| 65 | Gdnf | 10131 | 0.053 | 0.1739 | No |
| 66 | Cdkal1 | 10332 | 0.047 | 0.1668 | No |
| 67 | Tnni3 | 10511 | 0.041 | 0.1605 | No |
| 68 | Stag3 | 10813 | 0.032 | 0.1487 | No |
| 69 | Asb7 | 10948 | 0.028 | 0.1438 | No |
| 70 | Macroh2a2 | 11129 | 0.022 | 0.1368 | No |
| 71 | Zc2hc1c | 11700 | 0.005 | 0.1127 | No |
| 72 | Cd80 | 11810 | 0.001 | 0.1081 | No |
| 73 | Mx2 | 12219 | -0.011 | 0.0911 | No |
| 74 | Pde6b | 12420 | -0.017 | 0.0831 | No |
| 75 | Tgfb2 | 12433 | -0.017 | 0.0831 | No |
| 76 | Tenm2 | 12528 | -0.020 | 0.0797 | No |
| 77 | Tshb | 12653 | -0.024 | 0.0752 | No |
| 78 | Ryr1 | 12665 | -0.024 | 0.0755 | No |
| 79 | Copz2 | 12689 | -0.025 | 0.0753 | No |
| 80 | Kcnn1 | 12692 | -0.025 | 0.0759 | No |
| 81 | Coq8a | 13107 | -0.039 | 0.0595 | No |
| 82 | Sidt1 | 13338 | -0.046 | 0.0511 | No |
| 83 | Htr1d | 13628 | -0.055 | 0.0405 | No |
| 84 | Ryr2 | 14287 | -0.075 | 0.0148 | No |
| 85 | Arpp21 | 14802 | -0.091 | -0.0043 | No |
| 86 | Hsd11b2 | 14873 | -0.093 | -0.0044 | No |
| 87 | Vps50 | 14903 | -0.094 | -0.0027 | No |
| 88 | Rgs11 | 15136 | -0.102 | -0.0095 | No |
| 89 | Entpd7 | 15388 | -0.111 | -0.0167 | No |
| 90 | Oxt | 15762 | -0.124 | -0.0288 | No |
| 91 | Bmpr1b | 16300 | -0.141 | -0.0473 | No |
| 92 | Nr6a1 | 16577 | -0.151 | -0.0544 | No |
| 93 | Sptbn2 | 16741 | -0.157 | -0.0566 | No |
| 94 | Scn10a | 16868 | -0.161 | -0.0570 | No |
| 95 | Prodh | 17153 | -0.171 | -0.0638 | No |
| 96 | Myo15a | 17405 | -0.181 | -0.0689 | No |
| 97 | Gtf3c5 | 17540 | -0.187 | -0.0689 | No |
| 98 | Grid2 | 17662 | -0.191 | -0.0682 | No |
| 99 | Tfcp2l1 | 18203 | -0.212 | -0.0846 | No |
| 100 | Dlk2 | 18298 | -0.215 | -0.0820 | No |
| 101 | Cpeb3 | 18323 | -0.217 | -0.0764 | No |
| 102 | Snn | 18558 | -0.228 | -0.0793 | No |
| 103 | Nphs1 | 18574 | -0.228 | -0.0730 | No |
| 104 | Chst2 | 19186 | -0.254 | -0.0912 | No |
| 105 | Selenop | 19304 | -0.260 | -0.0882 | No |
| 106 | Klk8 | 19346 | -0.262 | -0.0819 | No |
| 107 | Cpa2 | 19360 | -0.263 | -0.0743 | No |
| 108 | Sgk1 | 19385 | -0.264 | -0.0672 | No |
| 109 | Gamt | 19422 | -0.267 | -0.0606 | No |
| 110 | Itgb1bp2 | 19549 | -0.273 | -0.0575 | No |
| 111 | Hnf1a | 19730 | -0.281 | -0.0565 | No |
| 112 | Rsad2 | 19811 | -0.284 | -0.0512 | No |
| 113 | Mfsd6 | 20012 | -0.295 | -0.0507 | No |
| 114 | Cpb1 | 20954 | -0.349 | -0.0800 | No |
| 115 | Hc | 21011 | -0.352 | -0.0715 | No |
| 116 | Pdcd1 | 21031 | -0.353 | -0.0615 | No |
| 117 | Ngb | 21296 | -0.372 | -0.0613 | No |
| 118 | Slc30a3 | 21469 | -0.385 | -0.0568 | No |
| 119 | Magix | 22129 | -0.438 | -0.0714 | No |
| 120 | Celsr2 | 22194 | -0.445 | -0.0604 | No |
| 121 | Skil | 22383 | -0.465 | -0.0541 | No |
| 122 | Arhgdig | 22404 | -0.468 | -0.0406 | No |
| 123 | Tgm1 | 22835 | -0.528 | -0.0426 | No |
| 124 | Tent5c | 22881 | -0.537 | -0.0281 | No |
| 125 | Abcg4 | 23211 | -0.610 | -0.0233 | No |
| 126 | Camk1d | 23293 | -0.643 | -0.0070 | No |
| 127 | Lfng | 23392 | -0.685 | 0.0099 | No |

