| Dataset | GMP.GMP.neu_Pheno.cls #Group1_versus_Group3.GMP.neu_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | GMP.neu_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.27581945 |
| Normalized Enrichment Score (NES) | -1.2894572 |
| Nominal p-value | 0.06300813 |
| FDR q-value | 0.7955513 |
| FWER p-Value | 0.796 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Klf4 | 190 | 0.736 | 0.0087 | No |
| 2 | Kif5c | 218 | 0.715 | 0.0251 | No |
| 3 | Usp12 | 278 | 0.670 | 0.0387 | No |
| 4 | Sema3b | 359 | 0.631 | 0.0503 | No |
| 5 | Scn1b | 447 | 0.591 | 0.0606 | No |
| 6 | Itga2 | 665 | 0.532 | 0.0629 | No |
| 7 | Spp1 | 757 | 0.511 | 0.0710 | No |
| 8 | Gng11 | 852 | 0.489 | 0.0784 | No |
| 9 | Cxcl10 | 871 | 0.484 | 0.0895 | No |
| 10 | Jup | 964 | 0.466 | 0.0964 | No |
| 11 | Ptgs2 | 1047 | 0.455 | 0.1036 | No |
| 12 | Tlr8 | 1158 | 0.440 | 0.1090 | No |
| 13 | Ctss | 1198 | 0.434 | 0.1178 | No |
| 14 | Epb41l3 | 1458 | 0.400 | 0.1146 | No |
| 15 | Scg3 | 1550 | 0.390 | 0.1197 | No |
| 16 | Nr1h4 | 1867 | 0.356 | 0.1127 | No |
| 17 | Scg5 | 1915 | 0.354 | 0.1191 | No |
| 18 | Mmp11 | 2257 | 0.327 | 0.1100 | No |
| 19 | Rbm4 | 2269 | 0.326 | 0.1175 | No |
| 20 | F13a1 | 2360 | 0.318 | 0.1209 | No |
| 21 | Tnfrsf1b | 2387 | 0.315 | 0.1274 | No |
| 22 | Ptprr | 2513 | 0.304 | 0.1286 | No |
| 23 | Strn | 2520 | 0.304 | 0.1359 | No |
| 24 | Ero1a | 2662 | 0.292 | 0.1360 | No |
| 25 | Cbx8 | 2725 | 0.287 | 0.1400 | No |
| 26 | Spry2 | 3051 | 0.267 | 0.1303 | No |
| 27 | St6gal1 | 3183 | 0.259 | 0.1301 | No |
| 28 | Nin | 3217 | 0.256 | 0.1348 | No |
| 29 | Nrp1 | 3393 | 0.245 | 0.1320 | No |
| 30 | Hkdc1 | 3853 | 0.221 | 0.1144 | No |
| 31 | Ccser2 | 4149 | 0.211 | 0.1048 | No |
| 32 | Adam17 | 4224 | 0.207 | 0.1062 | No |
| 33 | Ano1 | 4346 | 0.201 | 0.1051 | No |
| 34 | Dock2 | 4659 | 0.187 | 0.0941 | No |
| 35 | Sdccag8 | 5347 | 0.156 | 0.0634 | No |
| 36 | Ppp1r15a | 5618 | 0.146 | 0.0534 | No |
| 37 | Spon1 | 5623 | 0.146 | 0.0568 | No |
| 38 | Crot | 5687 | 0.143 | 0.0572 | No |
| 39 | Tor1aip2 | 5729 | 0.140 | 0.0586 | No |
| 40 | Ets1 | 5780 | 0.137 | 0.0595 | No |
| 41 | Ammecr1 | 5785 | 0.137 | 0.0626 | No |
| 42 | Plaur | 6088 | 0.125 | 0.0506 | No |
| 43 | Akt2 | 6114 | 0.124 | 0.0524 | No |
| 44 | Map3k1 | 6250 | 0.119 | 0.0486 | No |
| 45 | Inhba | 6383 | 0.113 | 0.0447 | No |
| 46 | Cbl | 6407 | 0.112 | 0.0463 | No |
| 47 | Adam8 | 6550 | 0.107 | 0.0419 | No |
| 48 | Btc | 6584 | 0.106 | 0.0428 | No |
| 49 | Flt4 | 7186 | 0.083 | 0.0146 | No |
| 50 | H2bc3 | 7715 | 0.065 | -0.0103 | No |
| 51 | Cdadc1 | 7752 | 0.063 | -0.0106 | No |
| 52 | Birc3 | 8195 | 0.046 | -0.0317 | No |
| 53 | Ptcd2 | 8272 | 0.043 | -0.0344 | No |
| 54 | Ptbp2 | 8474 | 0.036 | -0.0437 | No |
| 55 | Wdr33 | 8496 | 0.035 | -0.0439 | No |
| 56 | Tfpi | 8684 | 0.028 | -0.0526 | No |
| 57 | Evi5 | 8752 | 0.026 | -0.0553 | No |
| 58 | Dnmbp | 8831 | 0.024 | -0.0586 | No |
| 59 | Trib1 | 8874 | 0.022 | -0.0602 | No |
| 60 | Hbegf | 9179 | 0.011 | -0.0752 | No |
| 61 | Aldh1a3 | 9481 | 0.000 | -0.0904 | No |
| 62 | Plek2 | 9482 | 0.000 | -0.0904 | No |
| 63 | Cpe | 9497 | 0.000 | -0.0911 | No |
| 64 | Btbd3 | 9733 | -0.006 | -0.1027 | No |
| 65 | Galnt3 | 9753 | -0.007 | -0.1035 | No |
| 66 | Atg10 | 10078 | -0.018 | -0.1194 | No |
| 67 | Dusp6 | 10171 | -0.021 | -0.1235 | No |
| 68 | Satb1 | 10359 | -0.027 | -0.1322 | No |
| 69 | Gucy1a1 | 10466 | -0.031 | -0.1368 | No |
| 70 | Rabgap1l | 10668 | -0.039 | -0.1459 | No |
| 71 | Map4k1 | 11323 | -0.062 | -0.1773 | No |
| 72 | Abcb1a | 11444 | -0.065 | -0.1817 | No |
| 73 | Akap12 | 11573 | -0.070 | -0.1864 | No |
| 74 | Prdm1 | 11959 | -0.085 | -0.2037 | No |
| 75 | Ikzf1 | 12219 | -0.095 | -0.2144 | No |
| 76 | Itgbl1 | 12398 | -0.102 | -0.2208 | No |
| 77 | Fcer1g | 12463 | -0.105 | -0.2214 | No |
| 78 | Dcbld2 | 12500 | -0.106 | -0.2206 | No |
| 79 | Laptm5 | 12698 | -0.115 | -0.2276 | No |
| 80 | Ly96 | 12892 | -0.120 | -0.2344 | No |
| 81 | Pecam1 | 12964 | -0.122 | -0.2349 | No |
| 82 | Tspan7 | 12987 | -0.123 | -0.2330 | No |
| 83 | Glrx | 13023 | -0.124 | -0.2316 | No |
| 84 | Mmd | 13076 | -0.127 | -0.2311 | No |
| 85 | Wnt7a | 13198 | -0.132 | -0.2339 | No |
| 86 | Ephb2 | 13211 | -0.132 | -0.2313 | No |
| 87 | Fuca1 | 13223 | -0.133 | -0.2285 | No |
| 88 | Cd37 | 13288 | -0.135 | -0.2284 | No |
| 89 | Arg1 | 13532 | -0.144 | -0.2370 | No |
| 90 | Cab39l | 13569 | -0.145 | -0.2353 | No |
| 91 | Zfp277 | 13694 | -0.150 | -0.2378 | No |
| 92 | Irf8 | 13703 | -0.150 | -0.2344 | No |
| 93 | Avl9 | 13881 | -0.158 | -0.2394 | No |
| 94 | Zfp639 | 13968 | -0.162 | -0.2397 | No |
| 95 | Gprc5b | 14091 | -0.167 | -0.2417 | No |
| 96 | Il1rl2 | 14170 | -0.170 | -0.2414 | No |
| 97 | Mafb | 14202 | -0.172 | -0.2387 | No |
| 98 | Mtmr10 | 14276 | -0.174 | -0.2381 | No |
| 99 | Lcp1 | 14384 | -0.179 | -0.2390 | No |
| 100 | Il10ra | 14391 | -0.179 | -0.2349 | No |
| 101 | Ppbp | 14522 | -0.184 | -0.2369 | No |
| 102 | Cxcr4 | 14680 | -0.190 | -0.2400 | No |
| 103 | Tmem158 | 14926 | -0.202 | -0.2474 | No |
| 104 | Fbxo4 | 15052 | -0.208 | -0.2485 | No |
| 105 | Bpgm | 15596 | -0.235 | -0.2700 | Yes |
| 106 | Reln | 15679 | -0.237 | -0.2682 | Yes |
| 107 | Lat2 | 15710 | -0.240 | -0.2638 | Yes |
| 108 | Prelid3b | 15777 | -0.243 | -0.2611 | Yes |
| 109 | Map7 | 15836 | -0.246 | -0.2579 | Yes |
| 110 | Cfh | 15912 | -0.250 | -0.2555 | Yes |
| 111 | Angptl4 | 15998 | -0.253 | -0.2535 | Yes |
| 112 | Id2 | 16011 | -0.254 | -0.2478 | Yes |
| 113 | Cfb | 16392 | -0.276 | -0.2601 | Yes |
| 114 | Gadd45g | 16464 | -0.281 | -0.2567 | Yes |
| 115 | Il7r | 16518 | -0.283 | -0.2523 | Yes |
| 116 | Traf1 | 16530 | -0.284 | -0.2458 | Yes |
| 117 | Vwa5a | 16643 | -0.291 | -0.2443 | Yes |
| 118 | Etv5 | 16804 | -0.300 | -0.2449 | Yes |
| 119 | Plau | 16808 | -0.300 | -0.2376 | Yes |
| 120 | Gpnmb | 16893 | -0.305 | -0.2343 | Yes |
| 121 | Ccnd2 | 16936 | -0.307 | -0.2288 | Yes |
| 122 | Hsd11b1 | 17068 | -0.314 | -0.2276 | Yes |
| 123 | Psmb8 | 17095 | -0.316 | -0.2210 | Yes |
| 124 | Ank | 17130 | -0.318 | -0.2149 | Yes |
| 125 | Tspan13 | 17171 | -0.320 | -0.2090 | Yes |
| 126 | Yrdc | 17234 | -0.324 | -0.2040 | Yes |
| 127 | G0s2 | 17409 | -0.335 | -0.2045 | Yes |
| 128 | Itgb2 | 17454 | -0.337 | -0.1983 | Yes |
| 129 | Trib2 | 17614 | -0.348 | -0.1977 | Yes |
| 130 | Cmklr1 | 17692 | -0.354 | -0.1928 | Yes |
| 131 | Adgrl4 | 17706 | -0.355 | -0.1846 | Yes |
| 132 | Gypc | 17806 | -0.362 | -0.1806 | Yes |
| 133 | Tmem176a | 17857 | -0.367 | -0.1741 | Yes |
| 134 | Rgs16 | 17858 | -0.367 | -0.1650 | Yes |
| 135 | Eng | 17880 | -0.369 | -0.1569 | Yes |
| 136 | Etv4 | 18102 | -0.388 | -0.1584 | Yes |
| 137 | Hdac9 | 18117 | -0.390 | -0.1494 | Yes |
| 138 | Adgra2 | 18227 | -0.400 | -0.1450 | Yes |
| 139 | Gfpt2 | 18383 | -0.416 | -0.1425 | Yes |
| 140 | Kcnn4 | 18724 | -0.452 | -0.1483 | Yes |
| 141 | Plvap | 18814 | -0.462 | -0.1414 | Yes |
| 142 | F2rl1 | 19042 | -0.493 | -0.1406 | Yes |
| 143 | Cbr4 | 19134 | -0.507 | -0.1326 | Yes |
| 144 | Pdcd1lg2 | 19232 | -0.525 | -0.1244 | Yes |
| 145 | Il2rg | 19233 | -0.526 | -0.1114 | Yes |
| 146 | Tmem176b | 19289 | -0.537 | -0.1008 | Yes |
| 147 | Etv1 | 19372 | -0.552 | -0.0913 | Yes |
| 148 | Tnfaip3 | 19457 | -0.573 | -0.0813 | Yes |
| 149 | Csf2ra | 19460 | -0.573 | -0.0672 | Yes |
| 150 | Nr0b2 | 19614 | -0.613 | -0.0597 | Yes |
| 151 | Mycn | 19711 | -0.649 | -0.0484 | Yes |
| 152 | Car2 | 19850 | -0.731 | -0.0372 | Yes |
| 153 | Clec4a3 | 19973 | -0.898 | -0.0211 | Yes |
| 154 | Slpi | 19992 | -0.955 | 0.0017 | Yes |

