| 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 | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.21468583 |
| Normalized Enrichment Score (NES) | -0.97915447 |
| Nominal p-value | 0.4874759 |
| FDR q-value | 0.89862263 |
| FWER p-Value | 0.987 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Gfpt2 | 3 | 1.242 | 0.0304 | No |
| 2 | Hkdc1 | 54 | 0.908 | 0.0506 | No |
| 3 | Scg5 | 216 | 0.708 | 0.0611 | No |
| 4 | Tlr8 | 395 | 0.615 | 0.0686 | No |
| 5 | Tspan7 | 528 | 0.566 | 0.0769 | No |
| 6 | Kif5c | 532 | 0.565 | 0.0906 | No |
| 7 | Fgf9 | 684 | 0.534 | 0.0973 | No |
| 8 | Il1rl2 | 776 | 0.519 | 0.1062 | No |
| 9 | Plau | 851 | 0.503 | 0.1154 | No |
| 10 | Usp12 | 861 | 0.500 | 0.1273 | No |
| 11 | Ptgs2 | 947 | 0.486 | 0.1356 | No |
| 12 | Strn | 1347 | 0.425 | 0.1291 | No |
| 13 | Tnfrsf1b | 1466 | 0.413 | 0.1342 | No |
| 14 | Ptprr | 1660 | 0.392 | 0.1356 | No |
| 15 | Il1b | 1670 | 0.391 | 0.1448 | No |
| 16 | Nin | 1783 | 0.382 | 0.1494 | No |
| 17 | Cidea | 1821 | 0.379 | 0.1571 | No |
| 18 | Jup | 1873 | 0.376 | 0.1642 | No |
| 19 | Mafb | 2076 | 0.362 | 0.1645 | No |
| 20 | H2bc3 | 2120 | 0.359 | 0.1714 | No |
| 21 | Itgb2 | 2375 | 0.339 | 0.1689 | No |
| 22 | Sdccag8 | 2504 | 0.325 | 0.1715 | No |
| 23 | Cpe | 2627 | 0.318 | 0.1741 | No |
| 24 | Gabra3 | 2918 | 0.297 | 0.1690 | No |
| 25 | Prkg2 | 3018 | 0.292 | 0.1719 | No |
| 26 | Hsd11b1 | 3173 | 0.281 | 0.1723 | No |
| 27 | Ace | 3457 | 0.265 | 0.1667 | No |
| 28 | Ero1a | 3648 | 0.255 | 0.1649 | No |
| 29 | Sparcl1 | 4205 | 0.230 | 0.1468 | No |
| 30 | Cbl | 4250 | 0.229 | 0.1506 | No |
| 31 | Mmp9 | 4264 | 0.229 | 0.1556 | No |
| 32 | Dock2 | 4356 | 0.224 | 0.1573 | No |
| 33 | G0s2 | 4485 | 0.218 | 0.1572 | No |
| 34 | Evi5 | 4717 | 0.210 | 0.1525 | No |
| 35 | Itga2 | 4960 | 0.201 | 0.1471 | No |
| 36 | Hbegf | 5076 | 0.195 | 0.1470 | No |
| 37 | F13a1 | 5323 | 0.187 | 0.1411 | No |
| 38 | Crot | 5411 | 0.185 | 0.1419 | No |
| 39 | Map3k1 | 5749 | 0.171 | 0.1317 | No |
| 40 | Cxcl10 | 5762 | 0.171 | 0.1354 | No |
| 41 | Mtmr10 | 5773 | 0.171 | 0.1392 | No |
| 42 | Ppbp | 5796 | 0.170 | 0.1424 | No |
| 43 | Adam8 | 6028 | 0.160 | 0.1365 | No |
| 44 | Dnmbp | 6049 | 0.160 | 0.1396 | No |
| 45 | Ngf | 6246 | 0.152 | 0.1350 | No |
| 46 | Cdadc1 | 6481 | 0.145 | 0.1286 | No |
| 47 | Spry2 | 7124 | 0.123 | 0.1042 | No |
| 48 | Klf4 | 7133 | 0.123 | 0.1069 | No |
| 49 | Hdac9 | 7142 | 0.123 | 0.1096 | No |
| 50 | Tor1aip2 | 7214 | 0.120 | 0.1095 | No |
| 51 | Rbm4 | 7447 | 0.115 | 0.1024 | No |
| 52 | Plaur | 7848 | 0.103 | 0.0879 | No |
| 53 | Avl9 | 8100 | 0.095 | 0.0795 | No |
| 54 | Snap91 | 8217 | 0.092 | 0.0768 | No |
| 55 | Adam17 | 8602 | 0.080 | 0.0624 | No |
| 56 | Spon1 | 8764 | 0.075 | 0.0574 | No |
| 57 | Ccser2 | 8815 | 0.074 | 0.0571 | No |
| 58 | Il33 | 8816 | 0.073 | 0.0589 | No |
| 59 | Map4k1 | 8820 | 0.073 | 0.0606 | No |
| 60 | Prdm1 | 9005 | 0.067 | 0.0544 | No |
| 61 | Ppp1r15a | 9010 | 0.067 | 0.0559 | No |
| 62 | Vwa5a | 9157 | 0.064 | 0.0512 | No |
| 63 | Adgra2 | 9278 | 0.061 | 0.0476 | No |
| 64 | Ammecr1 | 9396 | 0.057 | 0.0440 | No |
| 65 | Tnfaip3 | 9541 | 0.052 | 0.0391 | No |
| 66 | Traf1 | 9575 | 0.051 | 0.0390 | No |
| 67 | Clec4a3 | 9688 | 0.047 | 0.0354 | No |
| 68 | Ptcd2 | 9730 | 0.046 | 0.0347 | No |
| 69 | Gadd45g | 9942 | 0.040 | 0.0267 | No |
| 70 | Birc3 | 10087 | 0.036 | 0.0215 | No |
| 71 | Akt2 | 10094 | 0.035 | 0.0221 | No |
| 72 | Ptbp2 | 10277 | 0.030 | 0.0150 | No |
| 73 | Wdr33 | 10354 | 0.027 | 0.0125 | No |
| 74 | Mmd | 10570 | 0.021 | 0.0038 | No |
| 75 | Il7r | 10573 | 0.021 | 0.0043 | No |
| 76 | Etv5 | 10695 | 0.018 | -0.0005 | No |
| 77 | Il10ra | 10702 | 0.018 | -0.0003 | No |
| 78 | Atg10 | 10801 | 0.015 | -0.0041 | No |
| 79 | Nr1h4 | 10905 | 0.012 | -0.0082 | No |
| 80 | Abcb1a | 10968 | 0.010 | -0.0106 | No |
| 81 | Fbxo4 | 11091 | 0.006 | -0.0157 | No |
| 82 | Zfp277 | 11123 | 0.005 | -0.0169 | No |
| 83 | Dcbld2 | 11255 | 0.001 | -0.0224 | No |
| 84 | Etv1 | 11704 | -0.008 | -0.0413 | No |
| 85 | Mycn | 11854 | -0.013 | -0.0473 | No |
| 86 | Galnt3 | 11967 | -0.016 | -0.0517 | No |
| 87 | Lcp1 | 12075 | -0.019 | -0.0558 | No |
| 88 | Pecam1 | 12238 | -0.024 | -0.0621 | No |
| 89 | Id2 | 12340 | -0.027 | -0.0658 | No |
| 90 | Rgs16 | 12492 | -0.031 | -0.0714 | No |
| 91 | Nrp1 | 12526 | -0.032 | -0.0721 | No |
| 92 | Cab39l | 12677 | -0.036 | -0.0776 | No |
| 93 | Cfb | 12693 | -0.037 | -0.0773 | No |
| 94 | Itgbl1 | 12745 | -0.038 | -0.0785 | No |
| 95 | Ano1 | 12816 | -0.040 | -0.0805 | No |
| 96 | Sema3b | 13265 | -0.055 | -0.0983 | No |
| 97 | Ly96 | 13299 | -0.056 | -0.0983 | No |
| 98 | Rabgap1l | 13455 | -0.061 | -0.1035 | No |
| 99 | Bpgm | 13573 | -0.064 | -0.1069 | No |
| 100 | Ank | 13866 | -0.073 | -0.1175 | No |
| 101 | Map7 | 14005 | -0.077 | -0.1215 | No |
| 102 | Gng11 | 14009 | -0.078 | -0.1197 | No |
| 103 | Ets1 | 14532 | -0.094 | -0.1397 | No |
| 104 | Gprc5b | 14581 | -0.096 | -0.1394 | No |
| 105 | Trib1 | 14684 | -0.099 | -0.1413 | No |
| 106 | Yrdc | 14928 | -0.108 | -0.1490 | No |
| 107 | Fcer1g | 15322 | -0.121 | -0.1628 | No |
| 108 | Akap12 | 15387 | -0.123 | -0.1625 | No |
| 109 | Btc | 15417 | -0.124 | -0.1607 | No |
| 110 | Irf8 | 15550 | -0.129 | -0.1631 | No |
| 111 | Inhba | 15617 | -0.131 | -0.1627 | No |
| 112 | Gucy1a1 | 15670 | -0.133 | -0.1617 | No |
| 113 | Trib2 | 15700 | -0.134 | -0.1596 | No |
| 114 | Cxcr4 | 15827 | -0.138 | -0.1616 | No |
| 115 | Emp1 | 16557 | -0.164 | -0.1886 | No |
| 116 | Plek2 | 16621 | -0.167 | -0.1872 | No |
| 117 | Prrx1 | 16744 | -0.171 | -0.1882 | No |
| 118 | Zfp639 | 16806 | -0.172 | -0.1866 | No |
| 119 | Laptm5 | 16864 | -0.174 | -0.1847 | No |
| 120 | Ikzf1 | 17082 | -0.180 | -0.1896 | No |
| 121 | Spp1 | 17497 | -0.197 | -0.2024 | No |
| 122 | Tfpi | 17614 | -0.201 | -0.2024 | No |
| 123 | Epb41l3 | 17813 | -0.211 | -0.2056 | No |
| 124 | Tspan1 | 18026 | -0.220 | -0.2093 | Yes |
| 125 | F2rl1 | 18037 | -0.220 | -0.2043 | Yes |
| 126 | Csf2ra | 18130 | -0.225 | -0.2027 | Yes |
| 127 | Aldh1a3 | 18141 | -0.226 | -0.1976 | Yes |
| 128 | Eng | 18397 | -0.238 | -0.2026 | Yes |
| 129 | Nr0b2 | 18465 | -0.240 | -0.1995 | Yes |
| 130 | Cbx8 | 18551 | -0.244 | -0.1972 | Yes |
| 131 | Apod | 18705 | -0.251 | -0.1975 | Yes |
| 132 | Cfh | 18719 | -0.251 | -0.1919 | Yes |
| 133 | Ctss | 18732 | -0.252 | -0.1862 | Yes |
| 134 | Prelid3b | 18759 | -0.253 | -0.1811 | Yes |
| 135 | Anxa10 | 18786 | -0.254 | -0.1760 | Yes |
| 136 | Flt4 | 18837 | -0.255 | -0.1719 | Yes |
| 137 | Scn1b | 19055 | -0.265 | -0.1746 | Yes |
| 138 | Gypc | 19177 | -0.270 | -0.1731 | Yes |
| 139 | Glrx | 19494 | -0.283 | -0.1796 | Yes |
| 140 | Arg1 | 19597 | -0.289 | -0.1769 | Yes |
| 141 | Pcp4 | 19706 | -0.293 | -0.1743 | Yes |
| 142 | Ccnd2 | 19722 | -0.293 | -0.1677 | Yes |
| 143 | Cd37 | 19796 | -0.297 | -0.1636 | Yes |
| 144 | Cmklr1 | 20154 | -0.316 | -0.1710 | Yes |
| 145 | Gpnmb | 20156 | -0.316 | -0.1633 | Yes |
| 146 | Psmb8 | 20190 | -0.318 | -0.1569 | Yes |
| 147 | Btbd3 | 20289 | -0.324 | -0.1531 | Yes |
| 148 | Il2rg | 20479 | -0.334 | -0.1530 | Yes |
| 149 | Tmem158 | 20593 | -0.340 | -0.1494 | Yes |
| 150 | Tspan13 | 20701 | -0.349 | -0.1454 | Yes |
| 151 | Ephb2 | 20956 | -0.365 | -0.1473 | Yes |
| 152 | Wnt7a | 21017 | -0.368 | -0.1408 | Yes |
| 153 | Satb1 | 21103 | -0.374 | -0.1352 | Yes |
| 154 | Tmem100 | 21186 | -0.380 | -0.1294 | Yes |
| 155 | Scg3 | 21388 | -0.393 | -0.1283 | Yes |
| 156 | Tmem176a | 21440 | -0.397 | -0.1207 | Yes |
| 157 | Lat2 | 21468 | -0.399 | -0.1121 | Yes |
| 158 | Aldh1a2 | 21476 | -0.400 | -0.1025 | Yes |
| 159 | Fuca1 | 21509 | -0.402 | -0.0940 | Yes |
| 160 | Dusp6 | 21552 | -0.406 | -0.0858 | Yes |
| 161 | Reln | 21592 | -0.410 | -0.0774 | Yes |
| 162 | Adgrl4 | 21772 | -0.427 | -0.0746 | Yes |
| 163 | Slpi | 21813 | -0.432 | -0.0657 | Yes |
| 164 | Plvap | 21880 | -0.437 | -0.0578 | Yes |
| 165 | Lif | 22045 | -0.451 | -0.0537 | Yes |
| 166 | Etv4 | 22298 | -0.476 | -0.0527 | Yes |
| 167 | Tmem176b | 22517 | -0.501 | -0.0497 | Yes |
| 168 | Angptl4 | 22625 | -0.518 | -0.0416 | Yes |
| 169 | Kcnn4 | 22665 | -0.525 | -0.0303 | Yes |
| 170 | St6gal1 | 22675 | -0.527 | -0.0178 | Yes |
| 171 | Cbr4 | 22682 | -0.528 | -0.0050 | Yes |
| 172 | Mmp11 | 22874 | -0.560 | 0.0006 | Yes |
| 173 | Car2 | 22979 | -0.579 | 0.0104 | Yes |
| 174 | Pdcd1lg2 | 23348 | -0.696 | 0.0118 | Yes |

