| Dataset | MEP.MEP.ery_Pheno.cls #Group2_versus_Group3.MEP.ery_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | MEP.ery_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.27180767 |
| Normalized Enrichment Score (NES) | -1.2160559 |
| Nominal p-value | 0.09541985 |
| FDR q-value | 0.84636104 |
| FWER p-Value | 0.939 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Emp1 | 19 | 1.137 | 0.0204 | No |
| 2 | Fgf9 | 143 | 0.809 | 0.0309 | No |
| 3 | Gprc5b | 305 | 0.701 | 0.0380 | No |
| 4 | Evi5 | 307 | 0.700 | 0.0509 | No |
| 5 | Dcbld2 | 335 | 0.687 | 0.0627 | No |
| 6 | Ano1 | 610 | 0.599 | 0.0638 | No |
| 7 | Map3k1 | 693 | 0.580 | 0.0715 | No |
| 8 | Aldh1a2 | 728 | 0.576 | 0.0810 | No |
| 9 | C3ar1 | 1109 | 0.513 | 0.0766 | No |
| 10 | Mafb | 1272 | 0.498 | 0.0800 | No |
| 11 | Rgs16 | 1853 | 0.438 | 0.0669 | No |
| 12 | Ppp1r15a | 1984 | 0.427 | 0.0701 | No |
| 13 | Il10ra | 2245 | 0.405 | 0.0681 | No |
| 14 | Ace | 2326 | 0.398 | 0.0726 | No |
| 15 | Ngf | 2572 | 0.384 | 0.0707 | No |
| 16 | Hbegf | 2585 | 0.383 | 0.0774 | No |
| 17 | Ero1a | 2638 | 0.380 | 0.0825 | No |
| 18 | Ppbp | 2803 | 0.369 | 0.0834 | No |
| 19 | Ammecr1 | 2940 | 0.360 | 0.0851 | No |
| 20 | Cidea | 3086 | 0.351 | 0.0863 | No |
| 21 | Galnt3 | 3187 | 0.346 | 0.0891 | No |
| 22 | Snap91 | 3237 | 0.342 | 0.0936 | No |
| 23 | Clec4a3 | 3305 | 0.339 | 0.0975 | No |
| 24 | Adam8 | 3670 | 0.323 | 0.0902 | No |
| 25 | Tnnt2 | 3801 | 0.318 | 0.0913 | No |
| 26 | Btc | 3853 | 0.315 | 0.0953 | No |
| 27 | Rbm4 | 4014 | 0.305 | 0.0951 | No |
| 28 | Mmp9 | 4118 | 0.299 | 0.0969 | No |
| 29 | Retn | 4313 | 0.289 | 0.0952 | No |
| 30 | Adam17 | 4451 | 0.283 | 0.0955 | No |
| 31 | Tnfaip3 | 4518 | 0.279 | 0.0982 | No |
| 32 | Klf4 | 4715 | 0.273 | 0.0961 | No |
| 33 | Tor1aip2 | 4798 | 0.269 | 0.0981 | No |
| 34 | Scg3 | 4812 | 0.269 | 0.1026 | No |
| 35 | Scg5 | 4836 | 0.267 | 0.1067 | No |
| 36 | Gpnmb | 4941 | 0.262 | 0.1078 | No |
| 37 | Strn | 5014 | 0.259 | 0.1100 | No |
| 38 | H2bc3 | 5142 | 0.253 | 0.1100 | No |
| 39 | Reln | 5161 | 0.252 | 0.1140 | No |
| 40 | Plek2 | 5190 | 0.250 | 0.1177 | No |
| 41 | Pcp4 | 5274 | 0.247 | 0.1192 | No |
| 42 | Anxa10 | 5472 | 0.238 | 0.1164 | No |
| 43 | Hoxd11 | 5645 | 0.231 | 0.1144 | No |
| 44 | Nr0b2 | 6018 | 0.220 | 0.1050 | No |
| 45 | Yrdc | 6118 | 0.216 | 0.1054 | No |
| 46 | Id2 | 6156 | 0.215 | 0.1080 | No |
| 47 | Ush1c | 6563 | 0.201 | 0.0969 | No |
| 48 | Sparcl1 | 6688 | 0.196 | 0.0960 | No |
| 49 | Mmp11 | 6853 | 0.189 | 0.0935 | No |
| 50 | Plat | 6860 | 0.189 | 0.0968 | No |
| 51 | Sema3b | 7259 | 0.173 | 0.0855 | No |
| 52 | Il33 | 7318 | 0.171 | 0.0865 | No |
| 53 | Rabgap1l | 7421 | 0.167 | 0.0859 | No |
| 54 | Cdadc1 | 7781 | 0.157 | 0.0757 | No |
| 55 | Car2 | 9137 | 0.117 | 0.0285 | No |
| 56 | Tlr8 | 9709 | 0.099 | 0.0095 | No |
| 57 | Scn1b | 9764 | 0.097 | 0.0093 | No |
| 58 | F13a1 | 9832 | 0.095 | 0.0086 | No |
| 59 | Nr1h4 | 9876 | 0.093 | 0.0088 | No |
| 60 | Usp12 | 9891 | 0.093 | 0.0100 | No |
| 61 | Gadd45g | 9997 | 0.090 | 0.0078 | No |
| 62 | Wdr33 | 10014 | 0.089 | 0.0089 | No |
| 63 | Itgbl1 | 10358 | 0.079 | -0.0021 | No |
| 64 | Ikzf1 | 10559 | 0.073 | -0.0081 | No |
| 65 | Spon1 | 10920 | 0.061 | -0.0201 | No |
| 66 | Etv4 | 10923 | 0.061 | -0.0190 | No |
| 67 | Cbx8 | 11326 | 0.049 | -0.0328 | No |
| 68 | Tspan1 | 11509 | 0.043 | -0.0386 | No |
| 69 | Ank | 11582 | 0.041 | -0.0405 | No |
| 70 | Slpi | 12009 | 0.028 | -0.0555 | No |
| 71 | Jup | 12019 | 0.028 | -0.0553 | No |
| 72 | Abcb1a | 12183 | 0.023 | -0.0608 | No |
| 73 | Snap25 | 12390 | 0.017 | -0.0680 | No |
| 74 | Ptbp2 | 12583 | 0.012 | -0.0748 | No |
| 75 | Gypc | 12712 | 0.009 | -0.0793 | No |
| 76 | Zfp639 | 13296 | -0.004 | -0.1005 | No |
| 77 | Ptcd2 | 13365 | -0.007 | -0.1028 | No |
| 78 | Avl9 | 13982 | -0.023 | -0.1249 | No |
| 79 | Kcnn4 | 14518 | -0.038 | -0.1437 | No |
| 80 | Akt2 | 14702 | -0.044 | -0.1495 | No |
| 81 | Il1rl2 | 14897 | -0.050 | -0.1557 | No |
| 82 | F2rl1 | 15080 | -0.055 | -0.1613 | No |
| 83 | Irf8 | 15207 | -0.059 | -0.1648 | No |
| 84 | Cfb | 15270 | -0.061 | -0.1659 | No |
| 85 | Cpe | 15379 | -0.064 | -0.1687 | No |
| 86 | Mtmr10 | 15423 | -0.065 | -0.1691 | No |
| 87 | Epb41l3 | 15547 | -0.069 | -0.1723 | No |
| 88 | Pigr | 15875 | -0.079 | -0.1827 | No |
| 89 | Tspan13 | 15880 | -0.079 | -0.1814 | No |
| 90 | Nin | 16063 | -0.085 | -0.1865 | No |
| 91 | Sdccag8 | 16711 | -0.103 | -0.2082 | No |
| 92 | Crot | 16807 | -0.107 | -0.2097 | No |
| 93 | Spp1 | 16907 | -0.110 | -0.2112 | No |
| 94 | Plaur | 16948 | -0.111 | -0.2106 | No |
| 95 | Aldh1a3 | 17136 | -0.117 | -0.2153 | No |
| 96 | Tmem100 | 17151 | -0.117 | -0.2136 | No |
| 97 | Gucy1a1 | 17202 | -0.120 | -0.2132 | No |
| 98 | Cbl | 17234 | -0.121 | -0.2121 | No |
| 99 | Prelid3b | 17800 | -0.139 | -0.2302 | No |
| 100 | Kif5c | 17844 | -0.140 | -0.2291 | No |
| 101 | Plau | 17905 | -0.141 | -0.2287 | No |
| 102 | Lif | 18211 | -0.150 | -0.2370 | No |
| 103 | Cab39l | 18441 | -0.158 | -0.2425 | No |
| 104 | Gabra3 | 18854 | -0.171 | -0.2543 | No |
| 105 | Ccnd2 | 18897 | -0.172 | -0.2527 | No |
| 106 | Vwa5a | 19020 | -0.176 | -0.2538 | No |
| 107 | Bpgm | 19021 | -0.176 | -0.2506 | No |
| 108 | Spry2 | 19057 | -0.178 | -0.2486 | No |
| 109 | Cxcr4 | 19200 | -0.182 | -0.2504 | No |
| 110 | Cxcl10 | 19255 | -0.184 | -0.2489 | No |
| 111 | Tfpi | 19293 | -0.185 | -0.2468 | No |
| 112 | Prkg2 | 19816 | -0.203 | -0.2621 | No |
| 113 | Fuca1 | 19870 | -0.206 | -0.2602 | No |
| 114 | Itga2 | 19974 | -0.209 | -0.2601 | No |
| 115 | Ereg | 20172 | -0.216 | -0.2633 | No |
| 116 | Ephb2 | 20332 | -0.220 | -0.2650 | No |
| 117 | Ctss | 20519 | -0.227 | -0.2676 | Yes |
| 118 | Prrx1 | 20532 | -0.227 | -0.2638 | Yes |
| 119 | Bmp2 | 20533 | -0.227 | -0.2596 | Yes |
| 120 | Mpzl2 | 20637 | -0.229 | -0.2591 | Yes |
| 121 | Trib1 | 20662 | -0.229 | -0.2557 | Yes |
| 122 | Dusp6 | 20849 | -0.238 | -0.2581 | Yes |
| 123 | Map7 | 20874 | -0.239 | -0.2546 | Yes |
| 124 | Map4k1 | 20934 | -0.241 | -0.2523 | Yes |
| 125 | Ets1 | 21008 | -0.244 | -0.2504 | Yes |
| 126 | Btbd3 | 21049 | -0.247 | -0.2473 | Yes |
| 127 | Zfp277 | 21346 | -0.258 | -0.2533 | Yes |
| 128 | Hdac9 | 21448 | -0.263 | -0.2521 | Yes |
| 129 | Nrp1 | 21729 | -0.274 | -0.2572 | Yes |
| 130 | Atg10 | 21737 | -0.274 | -0.2524 | Yes |
| 131 | Adgra2 | 21778 | -0.276 | -0.2488 | Yes |
| 132 | Cfh | 21907 | -0.281 | -0.2482 | Yes |
| 133 | Pdcd1lg2 | 21952 | -0.283 | -0.2446 | Yes |
| 134 | Plvap | 21973 | -0.284 | -0.2401 | Yes |
| 135 | Adgrl4 | 22015 | -0.286 | -0.2363 | Yes |
| 136 | Il1b | 22042 | -0.287 | -0.2319 | Yes |
| 137 | Etv1 | 22541 | -0.307 | -0.2443 | Yes |
| 138 | Fcer1g | 22620 | -0.310 | -0.2414 | Yes |
| 139 | Dnmbp | 22624 | -0.310 | -0.2358 | Yes |
| 140 | Traf1 | 22642 | -0.311 | -0.2307 | Yes |
| 141 | Tmem158 | 22854 | -0.320 | -0.2324 | Yes |
| 142 | Wnt7a | 22978 | -0.325 | -0.2309 | Yes |
| 143 | Ccser2 | 23589 | -0.355 | -0.2465 | Yes |
| 144 | Peg3 | 23606 | -0.356 | -0.2405 | Yes |
| 145 | Flt4 | 23646 | -0.359 | -0.2353 | Yes |
| 146 | Etv5 | 23735 | -0.364 | -0.2318 | Yes |
| 147 | Mmd | 23933 | -0.374 | -0.2320 | Yes |
| 148 | Mycn | 23940 | -0.374 | -0.2253 | Yes |
| 149 | Satb1 | 23948 | -0.375 | -0.2186 | Yes |
| 150 | Eng | 24001 | -0.378 | -0.2135 | Yes |
| 151 | Tnfrsf1b | 24074 | -0.381 | -0.2091 | Yes |
| 152 | Angptl4 | 24113 | -0.383 | -0.2034 | Yes |
| 153 | Prdm1 | 24285 | -0.393 | -0.2023 | Yes |
| 154 | Birc3 | 24368 | -0.399 | -0.1979 | Yes |
| 155 | St6gal1 | 24483 | -0.407 | -0.1945 | Yes |
| 156 | Ly96 | 24506 | -0.409 | -0.1878 | Yes |
| 157 | Fbxo4 | 24550 | -0.411 | -0.1817 | Yes |
| 158 | Akap12 | 24699 | -0.419 | -0.1794 | Yes |
| 159 | Apod | 24891 | -0.428 | -0.1784 | Yes |
| 160 | Arg1 | 25120 | -0.443 | -0.1785 | Yes |
| 161 | Pecam1 | 25207 | -0.449 | -0.1733 | Yes |
| 162 | Psmb8 | 25270 | -0.455 | -0.1671 | Yes |
| 163 | Gfpt2 | 25589 | -0.479 | -0.1699 | Yes |
| 164 | Hsd11b1 | 25647 | -0.484 | -0.1630 | Yes |
| 165 | Lcp1 | 25703 | -0.490 | -0.1559 | Yes |
| 166 | Tph1 | 25737 | -0.493 | -0.1480 | Yes |
| 167 | Il7r | 25738 | -0.493 | -0.1388 | Yes |
| 168 | Glrx | 25831 | -0.501 | -0.1329 | Yes |
| 169 | Il2rg | 25900 | -0.507 | -0.1260 | Yes |
| 170 | Tmem176a | 26098 | -0.528 | -0.1234 | Yes |
| 171 | Trib2 | 26212 | -0.540 | -0.1175 | Yes |
| 172 | Hkdc1 | 26255 | -0.546 | -0.1089 | Yes |
| 173 | Cbr4 | 26454 | -0.573 | -0.1055 | Yes |
| 174 | Dock2 | 26468 | -0.576 | -0.0953 | Yes |
| 175 | Gng11 | 26476 | -0.578 | -0.0849 | Yes |
| 176 | Laptm5 | 26551 | -0.588 | -0.0767 | Yes |
| 177 | Itgb2 | 26574 | -0.591 | -0.0665 | Yes |
| 178 | Cmklr1 | 26857 | -0.641 | -0.0649 | Yes |
| 179 | Lat2 | 26861 | -0.642 | -0.0532 | Yes |
| 180 | Inhba | 26907 | -0.651 | -0.0427 | Yes |
| 181 | Cd37 | 26974 | -0.666 | -0.0328 | Yes |
| 182 | Ptprr | 26983 | -0.667 | -0.0207 | Yes |
| 183 | Tmem176b | 27086 | -0.698 | -0.0115 | Yes |
| 184 | Tspan7 | 27337 | -0.791 | -0.0060 | Yes |
| 185 | Csf2ra | 27412 | -0.843 | 0.0069 | Yes |

