| Dataset | GMP.GMP.mono_Pheno.cls #Group2_versus_Group3.GMP.mono_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | GMP.mono_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.20429894 |
| Normalized Enrichment Score (NES) | -0.8862405 |
| Nominal p-value | 0.7171315 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.999 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Ptprr | 323 | 0.638 | 0.0027 | No |
| 2 | Gabra3 | 406 | 0.605 | 0.0147 | No |
| 3 | Ptgs2 | 410 | 0.604 | 0.0301 | No |
| 4 | Ero1a | 953 | 0.491 | 0.0197 | No |
| 5 | Spon1 | 971 | 0.489 | 0.0315 | No |
| 6 | G0s2 | 1093 | 0.470 | 0.0384 | No |
| 7 | Tspan7 | 1171 | 0.462 | 0.0471 | No |
| 8 | Sparcl1 | 1346 | 0.442 | 0.0510 | No |
| 9 | Cidea | 1363 | 0.440 | 0.0617 | No |
| 10 | H2bc3 | 1528 | 0.426 | 0.0656 | No |
| 11 | Hkdc1 | 1746 | 0.402 | 0.0667 | No |
| 12 | Cmklr1 | 1756 | 0.401 | 0.0766 | No |
| 13 | Gadd45g | 2063 | 0.378 | 0.0733 | No |
| 14 | Usp12 | 2201 | 0.366 | 0.0769 | No |
| 15 | Strn | 2257 | 0.362 | 0.0839 | No |
| 16 | Il1b | 2334 | 0.356 | 0.0898 | No |
| 17 | Tlr8 | 2377 | 0.354 | 0.0971 | No |
| 18 | Rbm4 | 2388 | 0.353 | 0.1057 | No |
| 19 | Prdm1 | 2531 | 0.345 | 0.1085 | No |
| 20 | Nin | 2700 | 0.333 | 0.1099 | No |
| 21 | Tor1aip2 | 2772 | 0.328 | 0.1153 | No |
| 22 | Fgf9 | 3420 | 0.290 | 0.0952 | No |
| 23 | Prkg2 | 3421 | 0.290 | 0.1027 | No |
| 24 | Yrdc | 3425 | 0.290 | 0.1100 | No |
| 25 | Snap91 | 3521 | 0.287 | 0.1134 | No |
| 26 | Abcb1a | 3681 | 0.278 | 0.1137 | No |
| 27 | Trib2 | 3775 | 0.273 | 0.1168 | No |
| 28 | Inhba | 3860 | 0.269 | 0.1201 | No |
| 29 | Klf4 | 4101 | 0.257 | 0.1165 | No |
| 30 | Itgb2 | 4213 | 0.250 | 0.1182 | No |
| 31 | Mmp9 | 4214 | 0.250 | 0.1246 | No |
| 32 | Galnt3 | 4449 | 0.238 | 0.1208 | No |
| 33 | Kif5c | 4524 | 0.234 | 0.1237 | No |
| 34 | Ccser2 | 4533 | 0.234 | 0.1293 | No |
| 35 | Plau | 4904 | 0.220 | 0.1192 | No |
| 36 | Spp1 | 5061 | 0.212 | 0.1180 | No |
| 37 | Mtmr10 | 5140 | 0.208 | 0.1201 | No |
| 38 | Epb41l3 | 5482 | 0.194 | 0.1105 | No |
| 39 | Ptcd2 | 5639 | 0.188 | 0.1087 | No |
| 40 | Adam17 | 5871 | 0.178 | 0.1034 | No |
| 41 | Fbxo4 | 6013 | 0.173 | 0.1019 | No |
| 42 | Cxcl10 | 6474 | 0.155 | 0.0863 | No |
| 43 | Gpnmb | 6567 | 0.152 | 0.0863 | No |
| 44 | Ets1 | 6726 | 0.146 | 0.0833 | No |
| 45 | Evi5 | 6733 | 0.145 | 0.0868 | No |
| 46 | Spry2 | 6820 | 0.142 | 0.0867 | No |
| 47 | Dnmbp | 6874 | 0.141 | 0.0881 | No |
| 48 | Anxa10 | 6913 | 0.139 | 0.0901 | No |
| 49 | Cbl | 7557 | 0.118 | 0.0657 | No |
| 50 | Arg1 | 7601 | 0.117 | 0.0669 | No |
| 51 | Lcp1 | 7675 | 0.114 | 0.0667 | No |
| 52 | Sdccag8 | 7785 | 0.111 | 0.0649 | No |
| 53 | Ppp1r15a | 8045 | 0.102 | 0.0565 | No |
| 54 | Gng11 | 8264 | 0.094 | 0.0496 | No |
| 55 | Tmem100 | 8294 | 0.093 | 0.0508 | No |
| 56 | Jup | 8338 | 0.092 | 0.0513 | No |
| 57 | Dcbld2 | 8371 | 0.091 | 0.0523 | No |
| 58 | Plek2 | 8385 | 0.091 | 0.0541 | No |
| 59 | Crot | 8675 | 0.081 | 0.0438 | No |
| 60 | Scg5 | 8785 | 0.077 | 0.0412 | No |
| 61 | Dock2 | 8977 | 0.071 | 0.0348 | No |
| 62 | Ammecr1 | 9067 | 0.068 | 0.0328 | No |
| 63 | Zfp639 | 9252 | 0.062 | 0.0265 | No |
| 64 | Map3k1 | 9270 | 0.061 | 0.0274 | No |
| 65 | Angptl4 | 9520 | 0.053 | 0.0181 | No |
| 66 | Avl9 | 9914 | 0.041 | 0.0024 | No |
| 67 | Ppbp | 9963 | 0.040 | 0.0014 | No |
| 68 | Mafb | 9964 | 0.040 | 0.0024 | No |
| 69 | Etv4 | 10019 | 0.038 | 0.0011 | No |
| 70 | Prrx1 | 10031 | 0.038 | 0.0016 | No |
| 71 | Gucy1a1 | 10046 | 0.038 | 0.0020 | No |
| 72 | Cdadc1 | 10356 | 0.028 | -0.0105 | No |
| 73 | Aldh1a2 | 10421 | 0.026 | -0.0125 | No |
| 74 | Map4k1 | 10440 | 0.026 | -0.0126 | No |
| 75 | Akap12 | 10469 | 0.025 | -0.0132 | No |
| 76 | St6gal1 | 10510 | 0.024 | -0.0143 | No |
| 77 | Sema3b | 10679 | 0.019 | -0.0210 | No |
| 78 | Il1rl2 | 10790 | 0.015 | -0.0253 | No |
| 79 | Vwa5a | 10967 | 0.009 | -0.0325 | No |
| 80 | Birc3 | 10968 | 0.009 | -0.0323 | No |
| 81 | Wdr33 | 10971 | 0.009 | -0.0322 | No |
| 82 | Bpgm | 11047 | 0.007 | -0.0352 | No |
| 83 | Cxcr4 | 11053 | 0.007 | -0.0352 | No |
| 84 | Il7r | 11072 | 0.006 | -0.0358 | No |
| 85 | Car2 | 11212 | 0.002 | -0.0417 | No |
| 86 | Gfpt2 | 11215 | 0.002 | -0.0418 | No |
| 87 | Prelid3b | 11515 | -0.006 | -0.0544 | No |
| 88 | Emp1 | 11626 | -0.009 | -0.0588 | No |
| 89 | Ctss | 12097 | -0.024 | -0.0782 | No |
| 90 | Cab39l | 12226 | -0.028 | -0.0830 | No |
| 91 | Il2rg | 12245 | -0.028 | -0.0830 | No |
| 92 | Akt2 | 12413 | -0.034 | -0.0893 | No |
| 93 | Itgbl1 | 12439 | -0.035 | -0.0895 | No |
| 94 | Clec4a3 | 12755 | -0.045 | -0.1017 | No |
| 95 | Etv1 | 12837 | -0.047 | -0.1040 | No |
| 96 | Il10ra | 13142 | -0.058 | -0.1154 | No |
| 97 | Tnfaip3 | 13575 | -0.074 | -0.1320 | No |
| 98 | Mmd | 13722 | -0.078 | -0.1362 | No |
| 99 | Psmb8 | 13926 | -0.085 | -0.1427 | No |
| 100 | Zfp277 | 13929 | -0.085 | -0.1405 | No |
| 101 | Cpe | 13975 | -0.086 | -0.1402 | No |
| 102 | Tspan13 | 14067 | -0.089 | -0.1418 | No |
| 103 | Tmem176b | 14173 | -0.093 | -0.1439 | No |
| 104 | Hbegf | 14240 | -0.095 | -0.1443 | No |
| 105 | Aldh1a3 | 14365 | -0.099 | -0.1470 | No |
| 106 | Nrp1 | 14397 | -0.100 | -0.1457 | No |
| 107 | Ace | 14427 | -0.101 | -0.1444 | No |
| 108 | Ccnd2 | 14477 | -0.102 | -0.1438 | No |
| 109 | Plaur | 14731 | -0.110 | -0.1518 | No |
| 110 | Tmem176a | 14837 | -0.114 | -0.1533 | No |
| 111 | Btbd3 | 14909 | -0.117 | -0.1533 | No |
| 112 | Laptm5 | 15064 | -0.122 | -0.1568 | No |
| 113 | Glrx | 15145 | -0.125 | -0.1570 | No |
| 114 | Tnfrsf1b | 15158 | -0.125 | -0.1543 | No |
| 115 | Ephb2 | 15472 | -0.136 | -0.1641 | No |
| 116 | Scn1b | 15551 | -0.139 | -0.1639 | No |
| 117 | Ikzf1 | 15701 | -0.144 | -0.1665 | No |
| 118 | Ngf | 15707 | -0.145 | -0.1630 | No |
| 119 | Pecam1 | 15973 | -0.155 | -0.1703 | No |
| 120 | F13a1 | 16159 | -0.161 | -0.1741 | No |
| 121 | Cfb | 16250 | -0.165 | -0.1737 | No |
| 122 | Adam8 | 16399 | -0.170 | -0.1756 | No |
| 123 | Itga2 | 16542 | -0.174 | -0.1772 | No |
| 124 | Hsd11b1 | 16628 | -0.178 | -0.1762 | No |
| 125 | Pcp4 | 16795 | -0.182 | -0.1786 | No |
| 126 | Nr0b2 | 17003 | -0.192 | -0.1825 | No |
| 127 | Mycn | 17009 | -0.192 | -0.1777 | No |
| 128 | Rgs16 | 17214 | -0.201 | -0.1813 | No |
| 129 | Etv5 | 17388 | -0.208 | -0.1833 | No |
| 130 | Lat2 | 17622 | -0.218 | -0.1877 | No |
| 131 | Traf1 | 17839 | -0.226 | -0.1910 | No |
| 132 | Fcer1g | 17998 | -0.234 | -0.1918 | No |
| 133 | Il33 | 18100 | -0.238 | -0.1899 | No |
| 134 | Ptbp2 | 18176 | -0.241 | -0.1869 | No |
| 135 | Id2 | 18351 | -0.249 | -0.1879 | No |
| 136 | Ano1 | 18622 | -0.261 | -0.1927 | No |
| 137 | Pdcd1lg2 | 18894 | -0.271 | -0.1973 | Yes |
| 138 | Tfpi | 18955 | -0.273 | -0.1929 | Yes |
| 139 | Flt4 | 18970 | -0.274 | -0.1864 | Yes |
| 140 | Satb1 | 19038 | -0.277 | -0.1821 | Yes |
| 141 | Nr1h4 | 19044 | -0.277 | -0.1752 | Yes |
| 142 | Map7 | 19430 | -0.295 | -0.1840 | Yes |
| 143 | Atg10 | 19477 | -0.299 | -0.1783 | Yes |
| 144 | Apod | 19620 | -0.306 | -0.1765 | Yes |
| 145 | Irf8 | 19677 | -0.309 | -0.1709 | Yes |
| 146 | Scg3 | 19757 | -0.314 | -0.1662 | Yes |
| 147 | Wnt7a | 20004 | -0.328 | -0.1682 | Yes |
| 148 | Cbx8 | 20075 | -0.332 | -0.1627 | Yes |
| 149 | Plvap | 20169 | -0.338 | -0.1580 | Yes |
| 150 | Rabgap1l | 20577 | -0.363 | -0.1660 | Yes |
| 151 | Adgrl4 | 20630 | -0.366 | -0.1588 | Yes |
| 152 | Slpi | 20667 | -0.368 | -0.1508 | Yes |
| 153 | Hdac9 | 21117 | -0.397 | -0.1598 | Yes |
| 154 | Tspan1 | 21126 | -0.397 | -0.1499 | Yes |
| 155 | Cbr4 | 21174 | -0.401 | -0.1416 | Yes |
| 156 | Trib1 | 21205 | -0.403 | -0.1325 | Yes |
| 157 | Csf2ra | 21207 | -0.404 | -0.1221 | Yes |
| 158 | Cd37 | 21301 | -0.411 | -0.1155 | Yes |
| 159 | Gypc | 21373 | -0.418 | -0.1078 | Yes |
| 160 | Cfh | 21446 | -0.425 | -0.0999 | Yes |
| 161 | Fuca1 | 21625 | -0.440 | -0.0962 | Yes |
| 162 | Reln | 21730 | -0.449 | -0.0891 | Yes |
| 163 | F2rl1 | 21780 | -0.454 | -0.0795 | Yes |
| 164 | Ly96 | 21951 | -0.468 | -0.0747 | Yes |
| 165 | Btc | 22125 | -0.485 | -0.0696 | Yes |
| 166 | Kcnn4 | 22178 | -0.491 | -0.0591 | Yes |
| 167 | Gprc5b | 22301 | -0.506 | -0.0513 | Yes |
| 168 | Lif | 22302 | -0.506 | -0.0383 | Yes |
| 169 | Eng | 22377 | -0.516 | -0.0282 | Yes |
| 170 | Mmp11 | 22741 | -0.574 | -0.0289 | Yes |
| 171 | Dusp6 | 22828 | -0.592 | -0.0173 | Yes |
| 172 | Adgra2 | 22857 | -0.599 | -0.0031 | Yes |
| 173 | Ank | 23150 | -0.668 | 0.0016 | Yes |
| 174 | Tmem158 | 23276 | -0.720 | 0.0148 | Yes |

