| Dataset | CMP.CMP_Pheno.cls#Group6_versus_Group8.CMP_Pheno.cls#Group6_versus_Group8_repos |
| Phenotype | CMP_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 4 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.19686994 |
| Normalized Enrichment Score (NES) | 0.916484 |
| Nominal p-value | 0.7210216 |
| FDR q-value | 0.8499159 |
| FWER p-Value | 0.997 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Klf4 | 215 | 0.699 | 0.0114 | Yes |
| 2 | Gucy1a1 | 367 | 0.602 | 0.0229 | Yes |
| 3 | Akap12 | 482 | 0.576 | 0.0355 | Yes |
| 4 | Ets1 | 534 | 0.568 | 0.0510 | Yes |
| 5 | Nrp1 | 535 | 0.568 | 0.0692 | Yes |
| 6 | Gpnmb | 592 | 0.560 | 0.0842 | Yes |
| 7 | Wnt7a | 813 | 0.498 | 0.0889 | Yes |
| 8 | Scn1b | 1256 | 0.429 | 0.0800 | Yes |
| 9 | Spp1 | 1257 | 0.429 | 0.0937 | Yes |
| 10 | Clec4a3 | 1456 | 0.411 | 0.0968 | Yes |
| 11 | Mmp9 | 1500 | 0.409 | 0.1076 | Yes |
| 12 | Gadd45g | 1721 | 0.391 | 0.1089 | Yes |
| 13 | Pdcd1lg2 | 1753 | 0.388 | 0.1197 | Yes |
| 14 | Tfpi | 1871 | 0.372 | 0.1257 | Yes |
| 15 | Lat2 | 1995 | 0.355 | 0.1307 | Yes |
| 16 | Emp1 | 2014 | 0.352 | 0.1411 | Yes |
| 17 | Etv1 | 2409 | 0.313 | 0.1310 | Yes |
| 18 | Etv5 | 2476 | 0.306 | 0.1374 | Yes |
| 19 | Ptprr | 2485 | 0.305 | 0.1467 | Yes |
| 20 | Satb1 | 2661 | 0.294 | 0.1472 | Yes |
| 21 | Mmd | 2690 | 0.292 | 0.1551 | Yes |
| 22 | Ppp1r15a | 2882 | 0.278 | 0.1542 | Yes |
| 23 | Cmklr1 | 3095 | 0.267 | 0.1520 | Yes |
| 24 | Ikzf1 | 3246 | 0.261 | 0.1526 | Yes |
| 25 | Ppbp | 3352 | 0.254 | 0.1554 | Yes |
| 26 | Map3k1 | 3508 | 0.251 | 0.1555 | Yes |
| 27 | Prkg2 | 3618 | 0.245 | 0.1578 | Yes |
| 28 | Itgbl1 | 3660 | 0.243 | 0.1635 | Yes |
| 29 | Ptgs2 | 3732 | 0.239 | 0.1675 | Yes |
| 30 | Gng11 | 3804 | 0.234 | 0.1713 | Yes |
| 31 | St6gal1 | 3883 | 0.233 | 0.1748 | Yes |
| 32 | Ctss | 3891 | 0.233 | 0.1819 | Yes |
| 33 | Btbd3 | 3970 | 0.228 | 0.1852 | Yes |
| 34 | Scg3 | 4045 | 0.225 | 0.1886 | Yes |
| 35 | Aldh1a2 | 4464 | 0.205 | 0.1738 | Yes |
| 36 | Mafb | 4480 | 0.204 | 0.1796 | Yes |
| 37 | Map7 | 4490 | 0.204 | 0.1856 | Yes |
| 38 | Gypc | 4550 | 0.199 | 0.1890 | Yes |
| 39 | Scg5 | 4556 | 0.199 | 0.1951 | Yes |
| 40 | Trib1 | 4644 | 0.195 | 0.1969 | Yes |
| 41 | Map4k1 | 4994 | 0.178 | 0.1848 | No |
| 42 | Tmem100 | 5218 | 0.167 | 0.1787 | No |
| 43 | Galnt3 | 5482 | 0.154 | 0.1703 | No |
| 44 | Dcbld2 | 5512 | 0.154 | 0.1737 | No |
| 45 | F2rl1 | 5611 | 0.151 | 0.1735 | No |
| 46 | Itgb2 | 6050 | 0.131 | 0.1554 | No |
| 47 | Il7r | 6167 | 0.127 | 0.1535 | No |
| 48 | Lcp1 | 6189 | 0.126 | 0.1564 | No |
| 49 | Eng | 6496 | 0.114 | 0.1445 | No |
| 50 | Wdr33 | 6939 | 0.098 | 0.1251 | No |
| 51 | Ccser2 | 6956 | 0.097 | 0.1273 | No |
| 52 | Cdadc1 | 6968 | 0.096 | 0.1299 | No |
| 53 | Ptbp2 | 7090 | 0.092 | 0.1266 | No |
| 54 | Hdac9 | 7187 | 0.088 | 0.1246 | No |
| 55 | Mycn | 7422 | 0.080 | 0.1152 | No |
| 56 | Usp12 | 7505 | 0.077 | 0.1135 | No |
| 57 | Vwa5a | 7591 | 0.074 | 0.1115 | No |
| 58 | Plaur | 7709 | 0.071 | 0.1078 | No |
| 59 | Dock2 | 7901 | 0.065 | 0.1002 | No |
| 60 | H2bc3 | 7914 | 0.065 | 0.1016 | No |
| 61 | Cbl | 8067 | 0.060 | 0.0958 | No |
| 62 | Hbegf | 8097 | 0.059 | 0.0962 | No |
| 63 | Id2 | 8142 | 0.057 | 0.0958 | No |
| 64 | Strn | 8182 | 0.056 | 0.0955 | No |
| 65 | Ank | 8295 | 0.052 | 0.0915 | No |
| 66 | Dusp6 | 8430 | 0.048 | 0.0862 | No |
| 67 | Tnfrsf1b | 8498 | 0.046 | 0.0843 | No |
| 68 | Sdccag8 | 8627 | 0.042 | 0.0791 | No |
| 69 | Cd37 | 8789 | 0.036 | 0.0721 | No |
| 70 | Ano1 | 8822 | 0.035 | 0.0716 | No |
| 71 | Pecam1 | 9283 | 0.020 | 0.0487 | No |
| 72 | Tmem176a | 9340 | 0.018 | 0.0465 | No |
| 73 | Epb41l3 | 9361 | 0.017 | 0.0460 | No |
| 74 | Evi5 | 9437 | 0.015 | 0.0427 | No |
| 75 | Adam8 | 9442 | 0.015 | 0.0429 | No |
| 76 | Atg10 | 9616 | 0.010 | 0.0344 | No |
| 77 | Nr1h4 | 9709 | 0.006 | 0.0299 | No |
| 78 | Rbm4 | 9736 | 0.006 | 0.0288 | No |
| 79 | Tor1aip2 | 9780 | 0.004 | 0.0267 | No |
| 80 | Cbr4 | 9816 | 0.003 | 0.0250 | No |
| 81 | Nr0b2 | 10203 | -0.000 | 0.0053 | No |
| 82 | F13a1 | 10361 | -0.005 | -0.0025 | No |
| 83 | Akt2 | 10373 | -0.005 | -0.0029 | No |
| 84 | Tmem158 | 10530 | -0.010 | -0.0106 | No |
| 85 | Etv4 | 10533 | -0.010 | -0.0103 | No |
| 86 | Snap91 | 10640 | -0.014 | -0.0153 | No |
| 87 | Mtmr10 | 10663 | -0.014 | -0.0160 | No |
| 88 | Zfp639 | 10815 | -0.019 | -0.0230 | No |
| 89 | Ero1a | 11021 | -0.026 | -0.0327 | No |
| 90 | Jup | 11024 | -0.026 | -0.0319 | No |
| 91 | Cxcr4 | 11117 | -0.029 | -0.0357 | No |
| 92 | Adgrl4 | 11138 | -0.030 | -0.0357 | No |
| 93 | Il2rg | 11322 | -0.036 | -0.0439 | No |
| 94 | Birc3 | 11443 | -0.040 | -0.0488 | No |
| 95 | Nin | 11608 | -0.044 | -0.0557 | No |
| 96 | Dnmbp | 12069 | -0.061 | -0.0772 | No |
| 97 | Reln | 12139 | -0.063 | -0.0787 | No |
| 98 | Prelid3b | 12192 | -0.065 | -0.0793 | No |
| 99 | Fuca1 | 12225 | -0.067 | -0.0788 | No |
| 100 | Fcer1g | 12414 | -0.073 | -0.0860 | No |
| 101 | Rabgap1l | 12576 | -0.080 | -0.0917 | No |
| 102 | Lif | 12588 | -0.080 | -0.0897 | No |
| 103 | Mmp11 | 12891 | -0.090 | -0.1022 | No |
| 104 | Kcnn4 | 13282 | -0.107 | -0.1187 | No |
| 105 | Ammecr1 | 13414 | -0.112 | -0.1218 | No |
| 106 | Kif5c | 13657 | -0.121 | -0.1302 | No |
| 107 | Zfp277 | 13729 | -0.125 | -0.1299 | No |
| 108 | Il1rl2 | 13761 | -0.126 | -0.1274 | No |
| 109 | Fbxo4 | 13814 | -0.128 | -0.1260 | No |
| 110 | Ly96 | 13888 | -0.131 | -0.1255 | No |
| 111 | Hsd11b1 | 13894 | -0.131 | -0.1216 | No |
| 112 | Tspan13 | 14156 | -0.142 | -0.1303 | No |
| 113 | Crot | 14163 | -0.143 | -0.1261 | No |
| 114 | Flt4 | 14213 | -0.145 | -0.1239 | No |
| 115 | Traf1 | 14221 | -0.145 | -0.1197 | No |
| 116 | Adam17 | 14389 | -0.152 | -0.1233 | No |
| 117 | Yrdc | 14652 | -0.164 | -0.1314 | No |
| 118 | Avl9 | 14663 | -0.165 | -0.1267 | No |
| 119 | Adgra2 | 14677 | -0.165 | -0.1220 | No |
| 120 | Spry2 | 14788 | -0.171 | -0.1222 | No |
| 121 | Psmb8 | 14795 | -0.171 | -0.1170 | No |
| 122 | Cfb | 14801 | -0.171 | -0.1118 | No |
| 123 | Car2 | 14937 | -0.178 | -0.1130 | No |
| 124 | Csf2ra | 15009 | -0.182 | -0.1108 | No |
| 125 | Ephb2 | 15092 | -0.185 | -0.1091 | No |
| 126 | Cab39l | 15230 | -0.190 | -0.1100 | No |
| 127 | Cxcl10 | 15445 | -0.201 | -0.1145 | No |
| 128 | Tlr8 | 15594 | -0.208 | -0.1154 | No |
| 129 | Spon1 | 15632 | -0.210 | -0.1106 | No |
| 130 | Il10ra | 16020 | -0.230 | -0.1230 | No |
| 131 | Ptcd2 | 16068 | -0.232 | -0.1180 | No |
| 132 | Ccnd2 | 16223 | -0.241 | -0.1181 | No |
| 133 | Gabra3 | 16248 | -0.242 | -0.1116 | No |
| 134 | Laptm5 | 16464 | -0.250 | -0.1146 | No |
| 135 | Plvap | 16718 | -0.265 | -0.1190 | No |
| 136 | Gprc5b | 16770 | -0.269 | -0.1130 | No |
| 137 | Tspan7 | 16999 | -0.283 | -0.1156 | No |
| 138 | Bpgm | 17232 | -0.295 | -0.1180 | No |
| 139 | Gfpt2 | 17301 | -0.299 | -0.1119 | No |
| 140 | Inhba | 17474 | -0.314 | -0.1107 | No |
| 141 | Slpi | 17509 | -0.316 | -0.1023 | No |
| 142 | Il1b | 17603 | -0.324 | -0.0967 | No |
| 143 | Btc | 17610 | -0.325 | -0.0866 | No |
| 144 | Itga2 | 17897 | -0.345 | -0.0902 | No |
| 145 | Tmem176b | 17983 | -0.353 | -0.0833 | No |
| 146 | Irf8 | 18253 | -0.380 | -0.0848 | No |
| 147 | Plau | 18306 | -0.386 | -0.0752 | No |
| 148 | Tnfaip3 | 18413 | -0.401 | -0.0678 | No |
| 149 | Trib2 | 18655 | -0.435 | -0.0661 | No |
| 150 | G0s2 | 18714 | -0.443 | -0.0549 | No |
| 151 | Arg1 | 19007 | -0.485 | -0.0543 | No |
| 152 | Prdm1 | 19185 | -0.519 | -0.0468 | No |
| 153 | Abcb1a | 19265 | -0.538 | -0.0336 | No |
| 154 | Angptl4 | 19320 | -0.554 | -0.0187 | No |
| 155 | Glrx | 19531 | -0.635 | -0.0091 | No |
| 156 | Cbx8 | 19585 | -0.667 | 0.0095 | No |

