| Dataset | CMP.CMP_Pheno.cls#Group2_versus_Group4.CMP_Pheno.cls#Group2_versus_Group4_repos |
| Phenotype | CMP_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.23282261 |
| Normalized Enrichment Score (NES) | -1.0608335 |
| Nominal p-value | 0.34174758 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.969 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Trib1 | 12 | 1.107 | 0.0266 | No |
| 2 | H2bc3 | 382 | 0.670 | 0.0243 | No |
| 3 | Cxcl10 | 494 | 0.630 | 0.0342 | No |
| 4 | Ets1 | 540 | 0.615 | 0.0470 | No |
| 5 | Id2 | 722 | 0.568 | 0.0518 | No |
| 6 | Scn1b | 1094 | 0.503 | 0.0453 | No |
| 7 | Etv1 | 1177 | 0.492 | 0.0532 | No |
| 8 | Ero1a | 1243 | 0.484 | 0.0618 | No |
| 9 | Usp12 | 1271 | 0.480 | 0.0723 | No |
| 10 | Il2rg | 1301 | 0.476 | 0.0825 | No |
| 11 | Tnfaip3 | 1410 | 0.464 | 0.0884 | No |
| 12 | Gfpt2 | 1507 | 0.453 | 0.0947 | No |
| 13 | Ptgs2 | 1635 | 0.440 | 0.0990 | No |
| 14 | Epb41l3 | 1866 | 0.414 | 0.0975 | No |
| 15 | Plaur | 1996 | 0.401 | 0.1008 | No |
| 16 | Ptcd2 | 2260 | 0.376 | 0.0967 | No |
| 17 | Tmem176a | 2306 | 0.372 | 0.1035 | No |
| 18 | Mmp9 | 2446 | 0.361 | 0.1053 | No |
| 19 | Scg3 | 2720 | 0.343 | 0.0999 | No |
| 20 | Cfb | 2733 | 0.342 | 0.1077 | No |
| 21 | Ephb2 | 2751 | 0.341 | 0.1152 | No |
| 22 | St6gal1 | 2902 | 0.330 | 0.1157 | No |
| 23 | Avl9 | 3008 | 0.323 | 0.1183 | No |
| 24 | Tmem158 | 3207 | 0.311 | 0.1158 | No |
| 25 | Traf1 | 3316 | 0.301 | 0.1178 | No |
| 26 | Itgbl1 | 3351 | 0.299 | 0.1234 | No |
| 27 | Map4k1 | 3616 | 0.283 | 0.1169 | No |
| 28 | Btbd3 | 3625 | 0.283 | 0.1234 | No |
| 29 | Gucy1a1 | 3872 | 0.270 | 0.1175 | No |
| 30 | Il1b | 4873 | 0.208 | 0.0717 | No |
| 31 | Plau | 4937 | 0.204 | 0.0735 | No |
| 32 | Dnmbp | 4985 | 0.202 | 0.0761 | No |
| 33 | Prelid3b | 5007 | 0.201 | 0.0800 | No |
| 34 | Emp1 | 5021 | 0.200 | 0.0842 | No |
| 35 | Yrdc | 5145 | 0.194 | 0.0827 | No |
| 36 | Ppbp | 5235 | 0.189 | 0.0829 | No |
| 37 | Nin | 5587 | 0.173 | 0.0692 | No |
| 38 | Itgb2 | 5644 | 0.170 | 0.0706 | No |
| 39 | Gabra3 | 5716 | 0.168 | 0.0711 | No |
| 40 | Tor1aip2 | 6121 | 0.148 | 0.0541 | No |
| 41 | Etv5 | 6396 | 0.136 | 0.0435 | No |
| 42 | Sdccag8 | 6542 | 0.130 | 0.0393 | No |
| 43 | Snap91 | 6588 | 0.128 | 0.0402 | No |
| 44 | Car2 | 6604 | 0.127 | 0.0425 | No |
| 45 | Map7 | 6751 | 0.119 | 0.0380 | No |
| 46 | Ammecr1 | 6765 | 0.118 | 0.0403 | No |
| 47 | Kif5c | 6805 | 0.117 | 0.0412 | No |
| 48 | Tspan7 | 6915 | 0.111 | 0.0383 | No |
| 49 | Ccser2 | 6992 | 0.107 | 0.0371 | No |
| 50 | Ctss | 7165 | 0.099 | 0.0308 | No |
| 51 | Cdadc1 | 7584 | 0.081 | 0.0115 | No |
| 52 | Mafb | 7674 | 0.076 | 0.0088 | No |
| 53 | Nr0b2 | 7723 | 0.075 | 0.0082 | No |
| 54 | Il7r | 8005 | 0.063 | -0.0046 | No |
| 55 | Gng11 | 8127 | 0.056 | -0.0094 | No |
| 56 | Akap12 | 8130 | 0.056 | -0.0081 | No |
| 57 | Lcp1 | 8305 | 0.049 | -0.0158 | No |
| 58 | Wdr33 | 8767 | 0.029 | -0.0386 | No |
| 59 | Spon1 | 8814 | 0.027 | -0.0402 | No |
| 60 | Gpnmb | 9036 | 0.018 | -0.0511 | No |
| 61 | Flt4 | 9293 | 0.007 | -0.0639 | No |
| 62 | Strn | 9380 | 0.004 | -0.0682 | No |
| 63 | Mycn | 9732 | -0.008 | -0.0859 | No |
| 64 | Dock2 | 9814 | -0.011 | -0.0898 | No |
| 65 | Map3k1 | 9852 | -0.012 | -0.0914 | No |
| 66 | Rbm4 | 9945 | -0.017 | -0.0956 | No |
| 67 | Cbx8 | 10054 | -0.021 | -0.1006 | No |
| 68 | Dusp6 | 10075 | -0.022 | -0.1011 | No |
| 69 | Adgra2 | 10113 | -0.023 | -0.1024 | No |
| 70 | Il1rl2 | 10317 | -0.032 | -0.1120 | No |
| 71 | Adam8 | 10383 | -0.035 | -0.1144 | No |
| 72 | Tspan13 | 10590 | -0.044 | -0.1239 | No |
| 73 | Adam17 | 10646 | -0.046 | -0.1255 | No |
| 74 | Klf4 | 10686 | -0.047 | -0.1264 | No |
| 75 | Hdac9 | 10704 | -0.048 | -0.1260 | No |
| 76 | Satb1 | 10870 | -0.055 | -0.1331 | No |
| 77 | Akt2 | 10919 | -0.057 | -0.1341 | No |
| 78 | Cab39l | 10960 | -0.059 | -0.1347 | No |
| 79 | Prdm1 | 11287 | -0.071 | -0.1496 | No |
| 80 | Ptprr | 11718 | -0.089 | -0.1693 | No |
| 81 | Trib2 | 11888 | -0.096 | -0.1756 | No |
| 82 | Nr1h4 | 11994 | -0.101 | -0.1784 | No |
| 83 | Atg10 | 12012 | -0.102 | -0.1768 | No |
| 84 | Cbl | 12215 | -0.111 | -0.1843 | No |
| 85 | Ly96 | 12257 | -0.113 | -0.1836 | No |
| 86 | Ikzf1 | 12343 | -0.117 | -0.1851 | No |
| 87 | Evi5 | 12516 | -0.124 | -0.1908 | No |
| 88 | Jup | 12538 | -0.125 | -0.1888 | No |
| 89 | Btc | 12583 | -0.127 | -0.1880 | No |
| 90 | Mmp11 | 12719 | -0.133 | -0.1916 | No |
| 91 | Plvap | 12753 | -0.135 | -0.1899 | No |
| 92 | Nrp1 | 12759 | -0.135 | -0.1869 | No |
| 93 | Inhba | 12770 | -0.135 | -0.1840 | No |
| 94 | Ptbp2 | 12882 | -0.141 | -0.1862 | No |
| 95 | Hbegf | 12911 | -0.142 | -0.1841 | No |
| 96 | Adgrl4 | 13200 | -0.153 | -0.1951 | No |
| 97 | Bpgm | 13234 | -0.155 | -0.1929 | No |
| 98 | Crot | 13250 | -0.156 | -0.1899 | No |
| 99 | Gprc5b | 13495 | -0.167 | -0.1982 | No |
| 100 | Ccnd2 | 13537 | -0.169 | -0.1961 | No |
| 101 | Tmem100 | 13680 | -0.174 | -0.1991 | No |
| 102 | Reln | 13712 | -0.176 | -0.1963 | No |
| 103 | Prkg2 | 14018 | -0.190 | -0.2072 | No |
| 104 | Gadd45g | 14105 | -0.193 | -0.2068 | No |
| 105 | Ano1 | 14238 | -0.199 | -0.2086 | No |
| 106 | Rabgap1l | 14478 | -0.211 | -0.2156 | No |
| 107 | Il10ra | 14688 | -0.221 | -0.2208 | No |
| 108 | Lat2 | 14744 | -0.224 | -0.2181 | No |
| 109 | Cmklr1 | 14798 | -0.227 | -0.2152 | No |
| 110 | Clec4a3 | 15011 | -0.237 | -0.2202 | No |
| 111 | Pecam1 | 15038 | -0.238 | -0.2157 | No |
| 112 | Kcnn4 | 15185 | -0.247 | -0.2170 | No |
| 113 | Laptm5 | 15218 | -0.248 | -0.2126 | No |
| 114 | Lif | 15384 | -0.256 | -0.2147 | No |
| 115 | Vwa5a | 15674 | -0.271 | -0.2227 | No |
| 116 | F13a1 | 15855 | -0.281 | -0.2250 | No |
| 117 | Cxcr4 | 16010 | -0.291 | -0.2257 | Yes |
| 118 | Aldh1a2 | 16081 | -0.295 | -0.2220 | Yes |
| 119 | Fbxo4 | 16203 | -0.303 | -0.2207 | Yes |
| 120 | Tmem176b | 16262 | -0.306 | -0.2161 | Yes |
| 121 | Ppp1r15a | 16352 | -0.311 | -0.2130 | Yes |
| 122 | Glrx | 16476 | -0.320 | -0.2114 | Yes |
| 123 | Fcer1g | 16477 | -0.320 | -0.2035 | Yes |
| 124 | Spry2 | 16508 | -0.322 | -0.1971 | Yes |
| 125 | Itga2 | 16821 | -0.343 | -0.2046 | Yes |
| 126 | Psmb8 | 16850 | -0.346 | -0.1975 | Yes |
| 127 | Angptl4 | 16854 | -0.346 | -0.1891 | Yes |
| 128 | Etv4 | 16904 | -0.350 | -0.1830 | Yes |
| 129 | Birc3 | 16919 | -0.351 | -0.1751 | Yes |
| 130 | Pdcd1lg2 | 17031 | -0.359 | -0.1719 | Yes |
| 131 | Abcb1a | 17043 | -0.359 | -0.1636 | Yes |
| 132 | Cd37 | 17172 | -0.368 | -0.1611 | Yes |
| 133 | F2rl1 | 17406 | -0.385 | -0.1635 | Yes |
| 134 | Gypc | 17410 | -0.385 | -0.1542 | Yes |
| 135 | Dcbld2 | 17419 | -0.386 | -0.1451 | Yes |
| 136 | G0s2 | 17451 | -0.389 | -0.1371 | Yes |
| 137 | Arg1 | 17526 | -0.394 | -0.1312 | Yes |
| 138 | Tlr8 | 17614 | -0.400 | -0.1258 | Yes |
| 139 | Cbr4 | 17645 | -0.403 | -0.1174 | Yes |
| 140 | Galnt3 | 17675 | -0.406 | -0.1088 | Yes |
| 141 | Tfpi | 17735 | -0.412 | -0.1017 | Yes |
| 142 | Slpi | 17758 | -0.414 | -0.0926 | Yes |
| 143 | Zfp277 | 18289 | -0.470 | -0.1081 | Yes |
| 144 | Ank | 18323 | -0.474 | -0.0981 | Yes |
| 145 | Fuca1 | 18573 | -0.508 | -0.0983 | Yes |
| 146 | Mtmr10 | 18635 | -0.518 | -0.0886 | Yes |
| 147 | Tnfrsf1b | 18721 | -0.529 | -0.0799 | Yes |
| 148 | Spp1 | 18722 | -0.529 | -0.0669 | Yes |
| 149 | Csf2ra | 18776 | -0.537 | -0.0564 | Yes |
| 150 | Wnt7a | 18807 | -0.543 | -0.0446 | Yes |
| 151 | Eng | 18940 | -0.565 | -0.0374 | Yes |
| 152 | Hsd11b1 | 19095 | -0.598 | -0.0305 | Yes |
| 153 | Zfp639 | 19119 | -0.603 | -0.0168 | Yes |
| 154 | Mmd | 19149 | -0.614 | -0.0032 | Yes |
| 155 | Irf8 | 19438 | -0.706 | -0.0005 | Yes |
| 156 | Scg5 | 19444 | -0.707 | 0.0167 | Yes |

