| Dataset | GMP.GMP.mono_Pheno.cls #Group6_versus_Group8.GMP.mono_Pheno.cls #Group6_versus_Group8_repos |
| Phenotype | GMP.mono_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 5 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.20821561 |
| Normalized Enrichment Score (NES) | -0.94820416 |
| Nominal p-value | 0.54564315 |
| FDR q-value | 0.8353786 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Klf4 | 187 | 0.909 | 0.0135 | No |
| 2 | Etv1 | 226 | 0.860 | 0.0321 | No |
| 3 | Cpe | 359 | 0.759 | 0.0444 | No |
| 4 | Itgbl1 | 592 | 0.685 | 0.0506 | No |
| 5 | Tlr8 | 783 | 0.609 | 0.0569 | No |
| 6 | Pcp4 | 861 | 0.588 | 0.0675 | No |
| 7 | Tnfaip3 | 885 | 0.582 | 0.0802 | No |
| 8 | Hkdc1 | 894 | 0.581 | 0.0936 | No |
| 9 | Sparcl1 | 910 | 0.579 | 0.1066 | No |
| 10 | Dcbld2 | 947 | 0.575 | 0.1186 | No |
| 11 | Spon1 | 1069 | 0.558 | 0.1266 | No |
| 12 | Csf2ra | 1092 | 0.555 | 0.1387 | No |
| 13 | Plaur | 1171 | 0.548 | 0.1483 | No |
| 14 | Cfb | 1466 | 0.517 | 0.1480 | No |
| 15 | Reln | 2042 | 0.424 | 0.1335 | No |
| 16 | Nin | 2105 | 0.413 | 0.1406 | No |
| 17 | Scg3 | 2158 | 0.409 | 0.1480 | No |
| 18 | Ppp1r15a | 2178 | 0.408 | 0.1568 | No |
| 19 | Hdac9 | 2911 | 0.363 | 0.1341 | No |
| 20 | Spp1 | 3155 | 0.347 | 0.1319 | No |
| 21 | Ly96 | 3189 | 0.344 | 0.1386 | No |
| 22 | Jup | 3427 | 0.321 | 0.1361 | No |
| 23 | Sdccag8 | 3539 | 0.311 | 0.1387 | No |
| 24 | Dock2 | 3544 | 0.311 | 0.1459 | No |
| 25 | Il33 | 3586 | 0.308 | 0.1514 | No |
| 26 | Evi5 | 3686 | 0.301 | 0.1543 | No |
| 27 | Itgb2 | 3797 | 0.294 | 0.1565 | No |
| 28 | Cbl | 4102 | 0.275 | 0.1500 | No |
| 29 | Ptcd2 | 4220 | 0.267 | 0.1513 | No |
| 30 | Rgs16 | 4244 | 0.266 | 0.1566 | No |
| 31 | Nrp1 | 4324 | 0.264 | 0.1594 | No |
| 32 | F13a1 | 4347 | 0.262 | 0.1647 | No |
| 33 | Ets1 | 4571 | 0.252 | 0.1611 | No |
| 34 | Inhba | 4607 | 0.250 | 0.1655 | No |
| 35 | Apod | 4638 | 0.249 | 0.1701 | No |
| 36 | Tnfrsf1b | 4788 | 0.243 | 0.1695 | No |
| 37 | Cidea | 5097 | 0.225 | 0.1616 | No |
| 38 | Tspan1 | 5098 | 0.225 | 0.1670 | No |
| 39 | Fgf9 | 5334 | 0.220 | 0.1621 | No |
| 40 | Ero1a | 5449 | 0.218 | 0.1624 | No |
| 41 | G0s2 | 5811 | 0.199 | 0.1517 | No |
| 42 | Ace | 5813 | 0.199 | 0.1563 | No |
| 43 | Cd37 | 6016 | 0.195 | 0.1523 | No |
| 44 | Ptprr | 6071 | 0.193 | 0.1546 | No |
| 45 | Cdadc1 | 6137 | 0.189 | 0.1562 | No |
| 46 | Anxa10 | 6467 | 0.175 | 0.1463 | No |
| 47 | Ptgs2 | 6514 | 0.173 | 0.1485 | No |
| 48 | Map3k1 | 6530 | 0.173 | 0.1519 | No |
| 49 | Scg5 | 6652 | 0.168 | 0.1507 | No |
| 50 | Strn | 6805 | 0.163 | 0.1481 | No |
| 51 | Wnt7a | 6848 | 0.161 | 0.1501 | No |
| 52 | Usp12 | 7162 | 0.148 | 0.1402 | No |
| 53 | Cbr4 | 7251 | 0.145 | 0.1399 | No |
| 54 | Atg10 | 7356 | 0.141 | 0.1387 | No |
| 55 | Tor1aip2 | 7361 | 0.140 | 0.1419 | No |
| 56 | Abcb1a | 7595 | 0.132 | 0.1351 | No |
| 57 | Map4k1 | 7621 | 0.131 | 0.1371 | No |
| 58 | Avl9 | 7631 | 0.131 | 0.1398 | No |
| 59 | Cab39l | 7698 | 0.128 | 0.1400 | No |
| 60 | Pdcd1lg2 | 7790 | 0.126 | 0.1391 | No |
| 61 | Fcer1g | 7882 | 0.122 | 0.1381 | No |
| 62 | Dnmbp | 8062 | 0.116 | 0.1332 | No |
| 63 | St6gal1 | 8071 | 0.116 | 0.1356 | No |
| 64 | Sema3b | 8279 | 0.110 | 0.1293 | No |
| 65 | Mmd | 8448 | 0.105 | 0.1246 | No |
| 66 | Ammecr1 | 8606 | 0.099 | 0.1203 | No |
| 67 | Adgra2 | 8636 | 0.098 | 0.1213 | No |
| 68 | Scn1b | 8900 | 0.090 | 0.1123 | No |
| 69 | Ank | 9069 | 0.086 | 0.1071 | No |
| 70 | Tspan7 | 9121 | 0.084 | 0.1069 | No |
| 71 | Il10ra | 9963 | 0.060 | 0.0725 | No |
| 72 | Plau | 10255 | 0.051 | 0.0613 | No |
| 73 | Prkg2 | 10313 | 0.049 | 0.0600 | No |
| 74 | Ptbp2 | 10341 | 0.048 | 0.0600 | No |
| 75 | Lat2 | 10402 | 0.047 | 0.0585 | No |
| 76 | Rbm4 | 10621 | 0.041 | 0.0502 | No |
| 77 | Itga2 | 10703 | 0.039 | 0.0476 | No |
| 78 | Galnt3 | 10727 | 0.038 | 0.0476 | No |
| 79 | Spry2 | 10758 | 0.037 | 0.0472 | No |
| 80 | Cxcr4 | 10882 | 0.034 | 0.0427 | No |
| 81 | H2bc3 | 10952 | 0.031 | 0.0405 | No |
| 82 | Trib1 | 10978 | 0.031 | 0.0402 | No |
| 83 | Ikzf1 | 11138 | 0.026 | 0.0340 | No |
| 84 | Traf1 | 11171 | 0.025 | 0.0332 | No |
| 85 | Prrx1 | 11290 | 0.022 | 0.0287 | No |
| 86 | Crot | 11761 | 0.008 | 0.0088 | No |
| 87 | Zfp639 | 11762 | 0.008 | 0.0090 | No |
| 88 | Yrdc | 11832 | 0.006 | 0.0062 | No |
| 89 | Gfpt2 | 11903 | 0.003 | 0.0033 | No |
| 90 | Aldh1a3 | 12043 | 0.000 | -0.0026 | No |
| 91 | Plek2 | 12422 | -0.003 | -0.0187 | No |
| 92 | Akt2 | 12657 | -0.009 | -0.0284 | No |
| 93 | Lcp1 | 12869 | -0.014 | -0.0371 | No |
| 94 | Tfpi | 13135 | -0.022 | -0.0479 | No |
| 95 | Vwa5a | 13338 | -0.027 | -0.0559 | No |
| 96 | Wdr33 | 13365 | -0.028 | -0.0563 | No |
| 97 | Lif | 13538 | -0.032 | -0.0629 | No |
| 98 | Gprc5b | 13678 | -0.037 | -0.0679 | No |
| 99 | Birc3 | 13770 | -0.040 | -0.0708 | No |
| 100 | Zfp277 | 13869 | -0.043 | -0.0740 | No |
| 101 | Mtmr10 | 13952 | -0.045 | -0.0764 | No |
| 102 | Hsd11b1 | 13964 | -0.045 | -0.0758 | No |
| 103 | Clec4a3 | 13986 | -0.046 | -0.0757 | No |
| 104 | Gypc | 14039 | -0.048 | -0.0767 | No |
| 105 | Kif5c | 14122 | -0.050 | -0.0791 | No |
| 106 | Plvap | 14405 | -0.058 | -0.0897 | No |
| 107 | Nr1h4 | 14717 | -0.066 | -0.1014 | No |
| 108 | Rabgap1l | 14966 | -0.075 | -0.1102 | No |
| 109 | Gng11 | 15101 | -0.079 | -0.1141 | No |
| 110 | Ccser2 | 15177 | -0.081 | -0.1154 | No |
| 111 | Irf8 | 15289 | -0.086 | -0.1181 | No |
| 112 | Mafb | 15299 | -0.086 | -0.1164 | No |
| 113 | Glrx | 15461 | -0.091 | -0.1211 | No |
| 114 | Emp1 | 15626 | -0.095 | -0.1259 | No |
| 115 | Akap12 | 16113 | -0.111 | -0.1440 | No |
| 116 | Cfh | 16154 | -0.112 | -0.1431 | No |
| 117 | Pecam1 | 16159 | -0.112 | -0.1406 | No |
| 118 | Fbxo4 | 16315 | -0.117 | -0.1444 | No |
| 119 | Cxcl10 | 16716 | -0.132 | -0.1584 | No |
| 120 | Cmklr1 | 17163 | -0.148 | -0.1739 | No |
| 121 | Etv5 | 17278 | -0.152 | -0.1752 | No |
| 122 | Prelid3b | 17306 | -0.153 | -0.1727 | No |
| 123 | Kcnn4 | 17616 | -0.164 | -0.1820 | No |
| 124 | Gucy1a1 | 17689 | -0.167 | -0.1812 | No |
| 125 | Gabra3 | 17765 | -0.170 | -0.1803 | No |
| 126 | Trib2 | 17894 | -0.175 | -0.1817 | No |
| 127 | Gadd45g | 18169 | -0.184 | -0.1890 | No |
| 128 | Il1b | 18269 | -0.188 | -0.1888 | No |
| 129 | Il1rl2 | 18338 | -0.190 | -0.1872 | No |
| 130 | Adam17 | 18550 | -0.200 | -0.1915 | No |
| 131 | Prdm1 | 18698 | -0.205 | -0.1929 | No |
| 132 | Gpnmb | 18849 | -0.211 | -0.1944 | No |
| 133 | Mmp9 | 18925 | -0.215 | -0.1925 | No |
| 134 | Cbx8 | 18990 | -0.218 | -0.1901 | No |
| 135 | Fuca1 | 19345 | -0.234 | -0.1997 | No |
| 136 | F2rl1 | 19359 | -0.234 | -0.1947 | No |
| 137 | Ephb2 | 19501 | -0.241 | -0.1950 | No |
| 138 | Laptm5 | 19628 | -0.247 | -0.1946 | No |
| 139 | Tspan13 | 19911 | -0.262 | -0.2004 | No |
| 140 | Aldh1a2 | 20095 | -0.273 | -0.2018 | Yes |
| 141 | Ngf | 20195 | -0.279 | -0.1994 | Yes |
| 142 | Car2 | 20228 | -0.281 | -0.1942 | Yes |
| 143 | Slpi | 20261 | -0.282 | -0.1889 | Yes |
| 144 | Adam8 | 20303 | -0.285 | -0.1839 | Yes |
| 145 | Etv4 | 20451 | -0.291 | -0.1833 | Yes |
| 146 | Bpgm | 20503 | -0.294 | -0.1786 | Yes |
| 147 | Ctss | 20531 | -0.296 | -0.1728 | Yes |
| 148 | Flt4 | 20587 | -0.300 | -0.1680 | Yes |
| 149 | Hbegf | 20625 | -0.302 | -0.1625 | Yes |
| 150 | Tmem100 | 20900 | -0.318 | -0.1667 | Yes |
| 151 | Id2 | 21177 | -0.333 | -0.1706 | Yes |
| 152 | Btbd3 | 21775 | -0.376 | -0.1872 | Yes |
| 153 | Dusp6 | 21777 | -0.376 | -0.1784 | Yes |
| 154 | Mycn | 21792 | -0.378 | -0.1701 | Yes |
| 155 | Map7 | 21806 | -0.379 | -0.1617 | Yes |
| 156 | Ccnd2 | 21852 | -0.384 | -0.1545 | Yes |
| 157 | Il7r | 22167 | -0.415 | -0.1581 | Yes |
| 158 | Nr0b2 | 22340 | -0.433 | -0.1553 | Yes |
| 159 | Angptl4 | 22374 | -0.437 | -0.1464 | Yes |
| 160 | Eng | 22560 | -0.464 | -0.1433 | Yes |
| 161 | Tmem176b | 22566 | -0.465 | -0.1326 | Yes |
| 162 | Adgrl4 | 22624 | -0.473 | -0.1239 | Yes |
| 163 | Tmem176a | 22647 | -0.476 | -0.1136 | Yes |
| 164 | Btc | 22665 | -0.478 | -0.1030 | Yes |
| 165 | Psmb8 | 22759 | -0.492 | -0.0954 | Yes |
| 166 | Epb41l3 | 22877 | -0.512 | -0.0883 | Yes |
| 167 | Satb1 | 22913 | -0.520 | -0.0776 | Yes |
| 168 | Ppbp | 22922 | -0.522 | -0.0656 | Yes |
| 169 | Arg1 | 22973 | -0.531 | -0.0552 | Yes |
| 170 | Tmem158 | 23003 | -0.535 | -0.0438 | Yes |
| 171 | Snap91 | 23312 | -0.620 | -0.0423 | Yes |
| 172 | Il2rg | 23421 | -0.682 | -0.0309 | Yes |
| 173 | Mmp11 | 23547 | -0.819 | -0.0169 | Yes |
| 174 | Ano1 | 23567 | -0.854 | 0.0024 | Yes |

