| Dataset | GMP.GMP.neu_Pheno.cls #Group6_versus_Group8.GMP.neu_Pheno.cls #Group6_versus_Group8_repos |
| Phenotype | GMP.neu_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 4 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.19035575 |
| Normalized Enrichment Score (NES) | 0.85558385 |
| Nominal p-value | 0.82718444 |
| FDR q-value | 0.8035997 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Cfh | 4 | 1.496 | 0.0350 | Yes |
| 2 | Ptprr | 30 | 1.139 | 0.0606 | Yes |
| 3 | Inhba | 93 | 0.946 | 0.0797 | Yes |
| 4 | Ets1 | 107 | 0.927 | 0.1009 | Yes |
| 5 | Klf4 | 126 | 0.901 | 0.1212 | Yes |
| 6 | Pdcd1lg2 | 525 | 0.655 | 0.1166 | Yes |
| 7 | Etv4 | 588 | 0.636 | 0.1284 | Yes |
| 8 | Cd37 | 662 | 0.618 | 0.1393 | Yes |
| 9 | Etv1 | 972 | 0.551 | 0.1367 | Yes |
| 10 | Hdac9 | 1037 | 0.543 | 0.1462 | Yes |
| 11 | Ero1a | 1218 | 0.515 | 0.1493 | Yes |
| 12 | Clec4a3 | 1247 | 0.510 | 0.1599 | Yes |
| 13 | Cmklr1 | 1358 | 0.495 | 0.1660 | Yes |
| 14 | Tmem158 | 1368 | 0.495 | 0.1772 | Yes |
| 15 | Trib1 | 1523 | 0.476 | 0.1807 | Yes |
| 16 | Crot | 1553 | 0.474 | 0.1904 | Yes |
| 17 | Fuca1 | 1809 | 0.445 | 0.1880 | No |
| 18 | Scg5 | 2009 | 0.424 | 0.1880 | No |
| 19 | Tnfrsf1b | 2293 | 0.389 | 0.1829 | No |
| 20 | Itgb2 | 2578 | 0.371 | 0.1773 | No |
| 21 | Cxcr4 | 2750 | 0.360 | 0.1772 | No |
| 22 | Tspan7 | 2784 | 0.357 | 0.1839 | No |
| 23 | Galnt3 | 3167 | 0.333 | 0.1726 | No |
| 24 | Nin | 3557 | 0.308 | 0.1602 | No |
| 25 | Evi5 | 3605 | 0.304 | 0.1650 | No |
| 26 | Epb41l3 | 3682 | 0.300 | 0.1682 | No |
| 27 | Csf2ra | 3705 | 0.298 | 0.1741 | No |
| 28 | Glrx | 3734 | 0.296 | 0.1797 | No |
| 29 | F13a1 | 3788 | 0.290 | 0.1839 | No |
| 30 | Strn | 3923 | 0.279 | 0.1837 | No |
| 31 | Dnmbp | 4002 | 0.272 | 0.1862 | No |
| 32 | Tor1aip2 | 4312 | 0.254 | 0.1766 | No |
| 33 | Il1rl2 | 4500 | 0.242 | 0.1729 | No |
| 34 | Dock2 | 4572 | 0.239 | 0.1749 | No |
| 35 | Ccser2 | 4593 | 0.238 | 0.1795 | No |
| 36 | Ano1 | 4688 | 0.233 | 0.1803 | No |
| 37 | Trib2 | 4793 | 0.227 | 0.1804 | No |
| 38 | Mmd | 5086 | 0.210 | 0.1706 | No |
| 39 | Ly96 | 5422 | 0.198 | 0.1584 | No |
| 40 | Mtmr10 | 5436 | 0.197 | 0.1624 | No |
| 41 | Atg10 | 5915 | 0.176 | 0.1425 | No |
| 42 | Cbl | 5948 | 0.174 | 0.1450 | No |
| 43 | Tnfaip3 | 5956 | 0.173 | 0.1487 | No |
| 44 | Rbm4 | 6020 | 0.171 | 0.1496 | No |
| 45 | H2bc3 | 6028 | 0.171 | 0.1532 | No |
| 46 | St6gal1 | 6031 | 0.170 | 0.1571 | No |
| 47 | Mycn | 6064 | 0.170 | 0.1595 | No |
| 48 | Gng11 | 6529 | 0.150 | 0.1397 | No |
| 49 | Reln | 6548 | 0.149 | 0.1423 | No |
| 50 | Sdccag8 | 6562 | 0.148 | 0.1451 | No |
| 51 | Map3k1 | 6570 | 0.148 | 0.1483 | No |
| 52 | Rabgap1l | 6936 | 0.132 | 0.1330 | No |
| 53 | Ppp1r15a | 7148 | 0.122 | 0.1253 | No |
| 54 | Avl9 | 7293 | 0.115 | 0.1207 | No |
| 55 | Fbxo4 | 7504 | 0.105 | 0.1127 | No |
| 56 | Ephb2 | 7509 | 0.105 | 0.1149 | No |
| 57 | Gypc | 7522 | 0.105 | 0.1168 | No |
| 58 | Eng | 7533 | 0.105 | 0.1188 | No |
| 59 | Kcnn4 | 7598 | 0.101 | 0.1179 | No |
| 60 | Spp1 | 7915 | 0.088 | 0.1041 | No |
| 61 | Ptbp2 | 8030 | 0.084 | 0.1003 | No |
| 62 | Il2rg | 8058 | 0.083 | 0.1009 | No |
| 63 | Gpnmb | 8117 | 0.081 | 0.0999 | No |
| 64 | Ikzf1 | 8232 | 0.076 | 0.0960 | No |
| 65 | Prdm1 | 8265 | 0.074 | 0.0961 | No |
| 66 | Wdr33 | 8352 | 0.070 | 0.0934 | No |
| 67 | Kif5c | 8381 | 0.069 | 0.0936 | No |
| 68 | Gucy1a1 | 8492 | 0.065 | 0.0896 | No |
| 69 | Hbegf | 8523 | 0.064 | 0.0896 | No |
| 70 | Cdadc1 | 8798 | 0.053 | 0.0771 | No |
| 71 | Map4k1 | 8893 | 0.049 | 0.0735 | No |
| 72 | Hsd11b1 | 8923 | 0.048 | 0.0732 | No |
| 73 | Arg1 | 8954 | 0.047 | 0.0728 | No |
| 74 | Birc3 | 9067 | 0.042 | 0.0681 | No |
| 75 | Gprc5b | 9071 | 0.042 | 0.0690 | No |
| 76 | Akt2 | 9150 | 0.039 | 0.0660 | No |
| 77 | Zfp277 | 9586 | 0.021 | 0.0446 | No |
| 78 | Spry2 | 9816 | 0.011 | 0.0333 | No |
| 79 | Satb1 | 9968 | 0.005 | 0.0258 | No |
| 80 | Flt4 | 10028 | 0.002 | 0.0229 | No |
| 81 | Rgs16 | 10096 | 0.000 | 0.0195 | No |
| 82 | Tlr8 | 10113 | 0.000 | 0.0187 | No |
| 83 | Sema3b | 10132 | 0.000 | 0.0178 | No |
| 84 | Prelid3b | 10724 | -0.015 | -0.0116 | No |
| 85 | Yrdc | 10815 | -0.018 | -0.0157 | No |
| 86 | Ammecr1 | 11049 | -0.027 | -0.0268 | No |
| 87 | Il7r | 11081 | -0.029 | -0.0277 | No |
| 88 | Cbr4 | 11111 | -0.030 | -0.0284 | No |
| 89 | Cxcl10 | 11335 | -0.038 | -0.0387 | No |
| 90 | Ppbp | 11487 | -0.044 | -0.0453 | No |
| 91 | Etv5 | 12059 | -0.069 | -0.0724 | No |
| 92 | Dusp6 | 12226 | -0.076 | -0.0790 | No |
| 93 | Adam17 | 12454 | -0.086 | -0.0884 | No |
| 94 | Nrp1 | 12557 | -0.091 | -0.0914 | No |
| 95 | Gfpt2 | 12620 | -0.094 | -0.0923 | No |
| 96 | Vwa5a | 12753 | -0.100 | -0.0966 | No |
| 97 | Aldh1a3 | 12832 | -0.103 | -0.0981 | No |
| 98 | Scn1b | 13125 | -0.114 | -0.1101 | No |
| 99 | Plvap | 13126 | -0.114 | -0.1074 | No |
| 100 | Lcp1 | 13164 | -0.116 | -0.1065 | No |
| 101 | Plaur | 13226 | -0.119 | -0.1068 | No |
| 102 | Btc | 13227 | -0.119 | -0.1040 | No |
| 103 | Ptcd2 | 13270 | -0.121 | -0.1033 | No |
| 104 | Mmp11 | 13298 | -0.122 | -0.1017 | No |
| 105 | Itga2 | 13383 | -0.125 | -0.1030 | No |
| 106 | Wnt7a | 13495 | -0.130 | -0.1056 | No |
| 107 | Laptm5 | 13528 | -0.131 | -0.1041 | No |
| 108 | Hkdc1 | 13624 | -0.136 | -0.1057 | No |
| 109 | Cab39l | 13637 | -0.136 | -0.1031 | No |
| 110 | Gadd45g | 13743 | -0.141 | -0.1050 | No |
| 111 | F2rl1 | 13879 | -0.147 | -0.1084 | No |
| 112 | Scg3 | 13883 | -0.147 | -0.1051 | No |
| 113 | Dcbld2 | 14082 | -0.155 | -0.1114 | No |
| 114 | Plau | 14301 | -0.163 | -0.1185 | No |
| 115 | Adam8 | 14353 | -0.166 | -0.1172 | No |
| 116 | Btbd3 | 15166 | -0.205 | -0.1532 | No |
| 117 | Tfpi | 15252 | -0.209 | -0.1526 | No |
| 118 | Usp12 | 15292 | -0.211 | -0.1496 | No |
| 119 | Map7 | 15729 | -0.232 | -0.1661 | No |
| 120 | Zfp639 | 15824 | -0.237 | -0.1652 | No |
| 121 | Car2 | 16149 | -0.254 | -0.1755 | No |
| 122 | Adgrl4 | 16155 | -0.255 | -0.1698 | No |
| 123 | Id2 | 16403 | -0.266 | -0.1759 | No |
| 124 | G0s2 | 16499 | -0.273 | -0.1743 | No |
| 125 | Spon1 | 16521 | -0.274 | -0.1689 | No |
| 126 | Plek2 | 16524 | -0.274 | -0.1626 | No |
| 127 | Cfb | 16689 | -0.282 | -0.1642 | No |
| 128 | Nr1h4 | 16698 | -0.282 | -0.1579 | No |
| 129 | Adgra2 | 16825 | -0.292 | -0.1574 | No |
| 130 | Akap12 | 16977 | -0.301 | -0.1579 | No |
| 131 | Psmb8 | 17585 | -0.339 | -0.1805 | No |
| 132 | Ptgs2 | 17613 | -0.342 | -0.1738 | No |
| 133 | Cbx8 | 17893 | -0.364 | -0.1792 | No |
| 134 | Traf1 | 17973 | -0.371 | -0.1745 | No |
| 135 | Ctss | 18002 | -0.373 | -0.1671 | No |
| 136 | Nr0b2 | 18078 | -0.380 | -0.1619 | No |
| 137 | Ccnd2 | 18500 | -0.419 | -0.1733 | No |
| 138 | Fcer1g | 18584 | -0.428 | -0.1674 | No |
| 139 | Mafb | 18650 | -0.435 | -0.1604 | No |
| 140 | Slpi | 18722 | -0.446 | -0.1535 | No |
| 141 | Itgbl1 | 18744 | -0.448 | -0.1440 | No |
| 142 | Lat2 | 18837 | -0.462 | -0.1377 | No |
| 143 | Tspan13 | 19073 | -0.499 | -0.1378 | No |
| 144 | Pecam1 | 19109 | -0.505 | -0.1277 | No |
| 145 | Cpe | 19162 | -0.516 | -0.1182 | No |
| 146 | Il10ra | 19460 | -0.586 | -0.1193 | No |
| 147 | Tmem176b | 19468 | -0.589 | -0.1058 | No |
| 148 | Ank | 19561 | -0.619 | -0.0959 | No |
| 149 | Abcb1a | 19672 | -0.664 | -0.0858 | No |
| 150 | Irf8 | 19704 | -0.679 | -0.0713 | No |
| 151 | Bpgm | 19819 | -0.740 | -0.0597 | No |
| 152 | Jup | 19898 | -0.807 | -0.0446 | No |
| 153 | Tmem176a | 19941 | -0.859 | -0.0265 | No |
| 154 | Angptl4 | 20025 | -1.304 | 0.0001 | No |

