| Dataset | GMP.GMP.mono_Pheno.cls #Group2_versus_Group4.GMP.mono_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.24396372 |
| Normalized Enrichment Score (NES) | -1.1045651 |
| Nominal p-value | 0.28125 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.978 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | H2bc3 | 69 | 0.900 | 0.0168 | No |
| 2 | Mtmr10 | 260 | 0.740 | 0.0250 | No |
| 3 | Spry2 | 570 | 0.626 | 0.0256 | No |
| 4 | Tspan7 | 664 | 0.601 | 0.0348 | No |
| 5 | Cxcl10 | 721 | 0.590 | 0.0454 | No |
| 6 | Ero1a | 776 | 0.580 | 0.0558 | No |
| 7 | Trib2 | 1087 | 0.532 | 0.0543 | No |
| 8 | Rbm4 | 1134 | 0.525 | 0.0639 | No |
| 9 | Plau | 1256 | 0.512 | 0.0700 | No |
| 10 | Mmp9 | 1680 | 0.463 | 0.0621 | No |
| 11 | Sparcl1 | 1956 | 0.442 | 0.0601 | No |
| 12 | Tnfaip3 | 2142 | 0.429 | 0.0617 | No |
| 13 | Mafb | 2339 | 0.411 | 0.0623 | No |
| 14 | Nin | 2646 | 0.392 | 0.0579 | No |
| 15 | Ets1 | 2695 | 0.388 | 0.0644 | No |
| 16 | Strn | 2836 | 0.382 | 0.0668 | No |
| 17 | Ano1 | 3196 | 0.356 | 0.0593 | No |
| 18 | Il1b | 3201 | 0.356 | 0.0670 | No |
| 19 | Lif | 3343 | 0.346 | 0.0686 | No |
| 20 | Car2 | 3404 | 0.343 | 0.0735 | No |
| 21 | Ngf | 3488 | 0.338 | 0.0774 | No |
| 22 | Ptprr | 3581 | 0.333 | 0.0808 | No |
| 23 | Il2rg | 3616 | 0.331 | 0.0866 | No |
| 24 | Ccser2 | 3647 | 0.329 | 0.0926 | No |
| 25 | Itgb2 | 3718 | 0.326 | 0.0968 | No |
| 26 | Usp12 | 3904 | 0.312 | 0.0957 | No |
| 27 | Tor1aip2 | 3985 | 0.308 | 0.0991 | No |
| 28 | Angptl4 | 4186 | 0.300 | 0.0971 | No |
| 29 | Akap12 | 4208 | 0.299 | 0.1028 | No |
| 30 | Tlr8 | 4326 | 0.291 | 0.1042 | No |
| 31 | Yrdc | 4490 | 0.286 | 0.1036 | No |
| 32 | Klf4 | 4524 | 0.283 | 0.1084 | No |
| 33 | Ly96 | 4646 | 0.280 | 0.1094 | No |
| 34 | St6gal1 | 4757 | 0.273 | 0.1107 | No |
| 35 | Inhba | 5097 | 0.255 | 0.1018 | No |
| 36 | Itgbl1 | 5152 | 0.252 | 0.1050 | No |
| 37 | Apod | 5321 | 0.243 | 0.1032 | No |
| 38 | Btc | 5717 | 0.228 | 0.0914 | No |
| 39 | Itga2 | 6078 | 0.211 | 0.0807 | No |
| 40 | Sema3b | 6459 | 0.197 | 0.0688 | No |
| 41 | Aldh1a2 | 6501 | 0.194 | 0.0713 | No |
| 42 | F2rl1 | 6582 | 0.191 | 0.0721 | No |
| 43 | Prrx1 | 6597 | 0.190 | 0.0757 | No |
| 44 | Abcb1a | 6764 | 0.185 | 0.0726 | No |
| 45 | Avl9 | 6896 | 0.179 | 0.0710 | No |
| 46 | Gabra3 | 7101 | 0.170 | 0.0660 | No |
| 47 | Epb41l3 | 7155 | 0.168 | 0.0675 | No |
| 48 | Map3k1 | 7192 | 0.167 | 0.0696 | No |
| 49 | Evi5 | 7209 | 0.167 | 0.0726 | No |
| 50 | Adam17 | 7295 | 0.163 | 0.0726 | No |
| 51 | Etv1 | 7478 | 0.155 | 0.0682 | No |
| 52 | Birc3 | 7583 | 0.151 | 0.0671 | No |
| 53 | Akt2 | 7589 | 0.151 | 0.0702 | No |
| 54 | Galnt3 | 7664 | 0.147 | 0.0703 | No |
| 55 | Sdccag8 | 7859 | 0.139 | 0.0651 | No |
| 56 | Clec4a3 | 7892 | 0.138 | 0.0667 | No |
| 57 | Prdm1 | 7934 | 0.137 | 0.0680 | No |
| 58 | Zfp639 | 8078 | 0.131 | 0.0648 | No |
| 59 | Cbl | 8136 | 0.129 | 0.0652 | No |
| 60 | Gadd45g | 8215 | 0.126 | 0.0646 | No |
| 61 | Il33 | 8384 | 0.123 | 0.0602 | No |
| 62 | Ptgs2 | 8650 | 0.116 | 0.0514 | No |
| 63 | Bpgm | 8733 | 0.113 | 0.0504 | No |
| 64 | Lcp1 | 8788 | 0.111 | 0.0506 | No |
| 65 | Tmem176a | 8853 | 0.109 | 0.0502 | No |
| 66 | Adam8 | 8944 | 0.106 | 0.0487 | No |
| 67 | Dcbld2 | 9069 | 0.101 | 0.0456 | No |
| 68 | Ptcd2 | 9130 | 0.098 | 0.0452 | No |
| 69 | Vwa5a | 9267 | 0.093 | 0.0415 | No |
| 70 | Fbxo4 | 9341 | 0.090 | 0.0403 | No |
| 71 | Il7r | 9465 | 0.086 | 0.0370 | No |
| 72 | Scg5 | 9537 | 0.084 | 0.0358 | No |
| 73 | Wdr33 | 9775 | 0.075 | 0.0273 | No |
| 74 | Plaur | 10086 | 0.063 | 0.0155 | No |
| 75 | Ammecr1 | 10177 | 0.060 | 0.0130 | No |
| 76 | Emp1 | 10206 | 0.059 | 0.0131 | No |
| 77 | Cdadc1 | 10640 | 0.044 | -0.0044 | No |
| 78 | Cbr4 | 10670 | 0.043 | -0.0047 | No |
| 79 | Ctss | 11063 | 0.030 | -0.0208 | No |
| 80 | Nr1h4 | 11216 | 0.025 | -0.0267 | No |
| 81 | Etv4 | 11391 | 0.019 | -0.0337 | No |
| 82 | Gpnmb | 11486 | 0.015 | -0.0374 | No |
| 83 | Dnmbp | 11621 | 0.010 | -0.0429 | No |
| 84 | Cfb | 11732 | 0.007 | -0.0474 | No |
| 85 | Ppp1r15a | 11887 | 0.002 | -0.0539 | No |
| 86 | Pdcd1lg2 | 12174 | -0.004 | -0.0660 | No |
| 87 | Tspan13 | 12424 | -0.014 | -0.0763 | No |
| 88 | Zfp277 | 12523 | -0.017 | -0.0802 | No |
| 89 | Dusp6 | 12604 | -0.020 | -0.0831 | No |
| 90 | G0s2 | 12964 | -0.032 | -0.0977 | No |
| 91 | Crot | 13169 | -0.039 | -0.1056 | No |
| 92 | Trib1 | 13208 | -0.041 | -0.1063 | No |
| 93 | Dock2 | 13293 | -0.044 | -0.1089 | No |
| 94 | Tmem100 | 13378 | -0.047 | -0.1115 | No |
| 95 | Fuca1 | 13408 | -0.048 | -0.1116 | No |
| 96 | Spp1 | 13523 | -0.052 | -0.1153 | No |
| 97 | Aldh1a3 | 13536 | -0.053 | -0.1147 | No |
| 98 | Arg1 | 13566 | -0.054 | -0.1147 | No |
| 99 | Btbd3 | 13968 | -0.067 | -0.1304 | No |
| 100 | Glrx | 14350 | -0.081 | -0.1448 | No |
| 101 | Snap91 | 14364 | -0.081 | -0.1436 | No |
| 102 | Gng11 | 14556 | -0.089 | -0.1498 | No |
| 103 | Nrp1 | 14692 | -0.093 | -0.1535 | No |
| 104 | Ikzf1 | 14744 | -0.095 | -0.1536 | No |
| 105 | Ephb2 | 15262 | -0.115 | -0.1731 | No |
| 106 | Prelid3b | 15331 | -0.118 | -0.1734 | No |
| 107 | Il1rl2 | 15458 | -0.122 | -0.1761 | No |
| 108 | Map4k1 | 15586 | -0.127 | -0.1787 | No |
| 109 | Reln | 15824 | -0.135 | -0.1858 | No |
| 110 | Cab39l | 15826 | -0.136 | -0.1829 | No |
| 111 | Cpe | 15885 | -0.138 | -0.1823 | No |
| 112 | Cfh | 15928 | -0.140 | -0.1811 | No |
| 113 | F13a1 | 16859 | -0.175 | -0.2169 | No |
| 114 | Cmklr1 | 16981 | -0.180 | -0.2181 | No |
| 115 | Ace | 17095 | -0.184 | -0.2189 | No |
| 116 | Fgf9 | 17199 | -0.186 | -0.2192 | No |
| 117 | Ccnd2 | 17240 | -0.187 | -0.2168 | No |
| 118 | Lat2 | 17359 | -0.192 | -0.2176 | No |
| 119 | Fcer1g | 17979 | -0.216 | -0.2392 | Yes |
| 120 | Spon1 | 18003 | -0.217 | -0.2354 | Yes |
| 121 | Mmd | 18109 | -0.220 | -0.2351 | Yes |
| 122 | Psmb8 | 18290 | -0.228 | -0.2377 | Yes |
| 123 | Tnfrsf1b | 18294 | -0.229 | -0.2328 | Yes |
| 124 | Pecam1 | 18297 | -0.229 | -0.2279 | Yes |
| 125 | Ptbp2 | 18350 | -0.231 | -0.2250 | Yes |
| 126 | Irf8 | 18399 | -0.233 | -0.2220 | Yes |
| 127 | Cbx8 | 18482 | -0.237 | -0.2202 | Yes |
| 128 | Tmem176b | 18556 | -0.239 | -0.2181 | Yes |
| 129 | Plek2 | 18929 | -0.256 | -0.2283 | Yes |
| 130 | Kif5c | 19001 | -0.260 | -0.2256 | Yes |
| 131 | Cxcr4 | 19016 | -0.261 | -0.2205 | Yes |
| 132 | Atg10 | 19110 | -0.266 | -0.2186 | Yes |
| 133 | Anxa10 | 19150 | -0.268 | -0.2144 | Yes |
| 134 | Map7 | 19379 | -0.279 | -0.2180 | Yes |
| 135 | Slpi | 19432 | -0.280 | -0.2140 | Yes |
| 136 | Plvap | 19463 | -0.281 | -0.2091 | Yes |
| 137 | Laptm5 | 19619 | -0.289 | -0.2094 | Yes |
| 138 | Jup | 19735 | -0.297 | -0.2078 | Yes |
| 139 | Gucy1a1 | 19740 | -0.297 | -0.2014 | Yes |
| 140 | Pcp4 | 19858 | -0.305 | -0.1997 | Yes |
| 141 | Adgrl4 | 20006 | -0.311 | -0.1992 | Yes |
| 142 | Satb1 | 20227 | -0.320 | -0.2015 | Yes |
| 143 | Hsd11b1 | 20235 | -0.321 | -0.1948 | Yes |
| 144 | Il10ra | 20287 | -0.324 | -0.1898 | Yes |
| 145 | Traf1 | 20463 | -0.334 | -0.1899 | Yes |
| 146 | Rabgap1l | 20592 | -0.342 | -0.1879 | Yes |
| 147 | Scg3 | 20958 | -0.367 | -0.1954 | Yes |
| 148 | Hdac9 | 21011 | -0.370 | -0.1895 | Yes |
| 149 | Cd37 | 21099 | -0.376 | -0.1849 | Yes |
| 150 | Mycn | 21408 | -0.399 | -0.1893 | Yes |
| 151 | Kcnn4 | 21505 | -0.407 | -0.1844 | Yes |
| 152 | Gprc5b | 21626 | -0.417 | -0.1804 | Yes |
| 153 | Hkdc1 | 21743 | -0.428 | -0.1759 | Yes |
| 154 | Ppbp | 21763 | -0.430 | -0.1673 | Yes |
| 155 | Csf2ra | 21852 | -0.437 | -0.1615 | Yes |
| 156 | Flt4 | 21866 | -0.438 | -0.1524 | Yes |
| 157 | Nr0b2 | 22133 | -0.460 | -0.1536 | Yes |
| 158 | Hbegf | 22162 | -0.462 | -0.1446 | Yes |
| 159 | Scn1b | 22205 | -0.467 | -0.1362 | Yes |
| 160 | Etv5 | 22207 | -0.467 | -0.1260 | Yes |
| 161 | Adgra2 | 22352 | -0.484 | -0.1215 | Yes |
| 162 | Wnt7a | 22420 | -0.492 | -0.1135 | Yes |
| 163 | Gypc | 22444 | -0.494 | -0.1036 | Yes |
| 164 | Tfpi | 22496 | -0.500 | -0.0948 | Yes |
| 165 | Cidea | 22683 | -0.525 | -0.0912 | Yes |
| 166 | Tmem158 | 22696 | -0.527 | -0.0802 | Yes |
| 167 | Gfpt2 | 22709 | -0.529 | -0.0690 | Yes |
| 168 | Tspan1 | 22881 | -0.558 | -0.0641 | Yes |
| 169 | Rgs16 | 23156 | -0.623 | -0.0621 | Yes |
| 170 | Ank | 23208 | -0.641 | -0.0502 | Yes |
| 171 | Prkg2 | 23389 | -0.710 | -0.0422 | Yes |
| 172 | Eng | 23401 | -0.716 | -0.0270 | Yes |
| 173 | Mmp11 | 23432 | -0.734 | -0.0121 | Yes |
| 174 | Id2 | 23574 | -0.922 | 0.0021 | Yes |

