| Dataset | GMP.GMP.neu_Pheno.cls #Group1_versus_Group2.GMP.neu_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | GMP.neu_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.23880962 |
| Normalized Enrichment Score (NES) | 1.1189519 |
| Nominal p-value | 0.22605364 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.976 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Scg3 | 70 | 0.960 | 0.0236 | Yes |
| 2 | Gprc5b | 81 | 0.941 | 0.0498 | Yes |
| 3 | Trib1 | 299 | 0.732 | 0.0596 | Yes |
| 4 | Sema3b | 562 | 0.633 | 0.0643 | Yes |
| 5 | Arg1 | 650 | 0.612 | 0.0772 | Yes |
| 6 | Tnfrsf1b | 874 | 0.556 | 0.0817 | Yes |
| 7 | Kif5c | 1209 | 0.504 | 0.0792 | Yes |
| 8 | Cfb | 1262 | 0.496 | 0.0906 | Yes |
| 9 | Dcbld2 | 1345 | 0.485 | 0.1002 | Yes |
| 10 | Angptl4 | 1437 | 0.476 | 0.1091 | Yes |
| 11 | Gng11 | 1518 | 0.467 | 0.1183 | Yes |
| 12 | Adgrl4 | 1546 | 0.463 | 0.1300 | Yes |
| 13 | Tmem158 | 1606 | 0.456 | 0.1399 | Yes |
| 14 | Gucy1a1 | 1714 | 0.441 | 0.1470 | Yes |
| 15 | Cbx8 | 1752 | 0.435 | 0.1575 | Yes |
| 16 | Cxcl10 | 1766 | 0.434 | 0.1691 | Yes |
| 17 | Hsd11b1 | 1992 | 0.412 | 0.1694 | Yes |
| 18 | Ppp1r15a | 2029 | 0.410 | 0.1792 | Yes |
| 19 | Cmklr1 | 2049 | 0.408 | 0.1898 | Yes |
| 20 | Satb1 | 2064 | 0.406 | 0.2006 | Yes |
| 21 | Flt4 | 2085 | 0.405 | 0.2111 | Yes |
| 22 | Tfpi | 2412 | 0.378 | 0.2054 | Yes |
| 23 | Eng | 2610 | 0.364 | 0.2058 | Yes |
| 24 | Btc | 2774 | 0.351 | 0.2075 | Yes |
| 25 | Zfp639 | 2822 | 0.347 | 0.2149 | Yes |
| 26 | Mmp11 | 3014 | 0.332 | 0.2147 | Yes |
| 27 | Ctss | 3048 | 0.331 | 0.2224 | Yes |
| 28 | Slpi | 3474 | 0.302 | 0.2096 | Yes |
| 29 | Atg10 | 3522 | 0.298 | 0.2156 | Yes |
| 30 | Zfp277 | 3661 | 0.289 | 0.2169 | Yes |
| 31 | Ank | 3678 | 0.288 | 0.2242 | Yes |
| 32 | Scn1b | 3842 | 0.276 | 0.2238 | Yes |
| 33 | Etv4 | 3975 | 0.268 | 0.2248 | Yes |
| 34 | Cxcr4 | 4054 | 0.265 | 0.2283 | Yes |
| 35 | Nr1h4 | 4206 | 0.255 | 0.2280 | Yes |
| 36 | Wnt7a | 4265 | 0.251 | 0.2322 | Yes |
| 37 | Rabgap1l | 4300 | 0.250 | 0.2375 | Yes |
| 38 | Dusp6 | 4413 | 0.244 | 0.2388 | Yes |
| 39 | Glrx | 4666 | 0.232 | 0.2327 | No |
| 40 | F2rl1 | 4841 | 0.224 | 0.2303 | No |
| 41 | Bpgm | 4926 | 0.220 | 0.2323 | No |
| 42 | Hkdc1 | 5061 | 0.214 | 0.2316 | No |
| 43 | Epb41l3 | 5220 | 0.206 | 0.2295 | No |
| 44 | Plau | 5322 | 0.201 | 0.2301 | No |
| 45 | Ets1 | 5440 | 0.195 | 0.2297 | No |
| 46 | Adam8 | 5687 | 0.182 | 0.2225 | No |
| 47 | Mtmr10 | 5752 | 0.179 | 0.2243 | No |
| 48 | Ptbp2 | 5761 | 0.178 | 0.2289 | No |
| 49 | Akt2 | 5787 | 0.176 | 0.2327 | No |
| 50 | Cd37 | 5925 | 0.170 | 0.2306 | No |
| 51 | Dock2 | 6022 | 0.165 | 0.2304 | No |
| 52 | Itgb2 | 6091 | 0.162 | 0.2316 | No |
| 53 | Plaur | 6354 | 0.151 | 0.2227 | No |
| 54 | Cab39l | 6508 | 0.145 | 0.2191 | No |
| 55 | Map7 | 6604 | 0.141 | 0.2183 | No |
| 56 | Rgs16 | 7069 | 0.121 | 0.1984 | No |
| 57 | Ly96 | 7141 | 0.119 | 0.1982 | No |
| 58 | Btbd3 | 7571 | 0.100 | 0.1794 | No |
| 59 | Usp12 | 7626 | 0.098 | 0.1795 | No |
| 60 | Mmd | 8259 | 0.072 | 0.1497 | No |
| 61 | Evi5 | 8286 | 0.071 | 0.1504 | No |
| 62 | Itga2 | 8329 | 0.070 | 0.1503 | No |
| 63 | Crot | 8569 | 0.062 | 0.1400 | No |
| 64 | Scg5 | 8613 | 0.060 | 0.1395 | No |
| 65 | Cdadc1 | 8690 | 0.058 | 0.1374 | No |
| 66 | Sdccag8 | 8731 | 0.056 | 0.1369 | No |
| 67 | Irf8 | 9023 | 0.044 | 0.1235 | No |
| 68 | Ikzf1 | 9196 | 0.037 | 0.1159 | No |
| 69 | Nin | 9590 | 0.023 | 0.0968 | No |
| 70 | Prelid3b | 9689 | 0.020 | 0.0924 | No |
| 71 | Adgra2 | 9708 | 0.019 | 0.0921 | No |
| 72 | Map3k1 | 9737 | 0.018 | 0.0912 | No |
| 73 | Fuca1 | 9915 | 0.011 | 0.0826 | No |
| 74 | Nrp1 | 10216 | 0.001 | 0.0675 | No |
| 75 | Il10ra | 10707 | -0.014 | 0.0432 | No |
| 76 | Cbl | 10872 | -0.021 | 0.0356 | No |
| 77 | Abcb1a | 10907 | -0.021 | 0.0345 | No |
| 78 | Lat2 | 11038 | -0.025 | 0.0287 | No |
| 79 | Laptm5 | 11081 | -0.027 | 0.0273 | No |
| 80 | Birc3 | 11148 | -0.030 | 0.0248 | No |
| 81 | Reln | 11189 | -0.031 | 0.0237 | No |
| 82 | Adam17 | 11555 | -0.044 | 0.0066 | No |
| 83 | Vwa5a | 11569 | -0.044 | 0.0072 | No |
| 84 | Ccnd2 | 11644 | -0.047 | 0.0048 | No |
| 85 | Mafb | 11790 | -0.053 | -0.0010 | No |
| 86 | Wdr33 | 11880 | -0.056 | -0.0039 | No |
| 87 | Fbxo4 | 11982 | -0.059 | -0.0073 | No |
| 88 | Etv5 | 12008 | -0.060 | -0.0069 | No |
| 89 | Nr0b2 | 12054 | -0.061 | -0.0074 | No |
| 90 | Jup | 12055 | -0.061 | -0.0057 | No |
| 91 | Gypc | 12230 | -0.068 | -0.0125 | No |
| 92 | Ccser2 | 12314 | -0.071 | -0.0147 | No |
| 93 | Traf1 | 12436 | -0.076 | -0.0187 | No |
| 94 | Psmb8 | 12448 | -0.076 | -0.0171 | No |
| 95 | Klf4 | 12532 | -0.079 | -0.0190 | No |
| 96 | St6gal1 | 12553 | -0.080 | -0.0177 | No |
| 97 | F13a1 | 12620 | -0.082 | -0.0187 | No |
| 98 | Rbm4 | 12673 | -0.085 | -0.0190 | No |
| 99 | Pecam1 | 12821 | -0.090 | -0.0238 | No |
| 100 | Cfh | 12856 | -0.092 | -0.0229 | No |
| 101 | Tlr8 | 12972 | -0.095 | -0.0260 | No |
| 102 | Tspan7 | 13087 | -0.100 | -0.0289 | No |
| 103 | Gpnmb | 13386 | -0.110 | -0.0408 | No |
| 104 | Strn | 13434 | -0.111 | -0.0401 | No |
| 105 | Lcp1 | 13507 | -0.114 | -0.0405 | No |
| 106 | Csf2ra | 13685 | -0.120 | -0.0460 | No |
| 107 | Tor1aip2 | 13997 | -0.132 | -0.0579 | No |
| 108 | Spon1 | 14010 | -0.133 | -0.0547 | No |
| 109 | H2bc3 | 14052 | -0.135 | -0.0530 | No |
| 110 | Avl9 | 14159 | -0.139 | -0.0544 | No |
| 111 | Il1rl2 | 14304 | -0.144 | -0.0576 | No |
| 112 | Fcer1g | 14305 | -0.144 | -0.0535 | No |
| 113 | Id2 | 14882 | -0.169 | -0.0777 | No |
| 114 | Ptprr | 14936 | -0.171 | -0.0755 | No |
| 115 | Ero1a | 15285 | -0.185 | -0.0878 | No |
| 116 | Aldh1a3 | 15366 | -0.189 | -0.0865 | No |
| 117 | Cpe | 15375 | -0.189 | -0.0815 | No |
| 118 | Ammecr1 | 15495 | -0.192 | -0.0821 | No |
| 119 | Tmem176b | 15583 | -0.196 | -0.0809 | No |
| 120 | Cbr4 | 15790 | -0.205 | -0.0854 | No |
| 121 | Hdac9 | 15826 | -0.206 | -0.0814 | No |
| 122 | Trib2 | 15910 | -0.210 | -0.0796 | No |
| 123 | Il2rg | 16027 | -0.216 | -0.0793 | No |
| 124 | Ano1 | 16153 | -0.222 | -0.0793 | No |
| 125 | Etv1 | 16165 | -0.223 | -0.0736 | No |
| 126 | Dnmbp | 16202 | -0.225 | -0.0690 | No |
| 127 | Akap12 | 16215 | -0.226 | -0.0632 | No |
| 128 | Ptgs2 | 16330 | -0.232 | -0.0624 | No |
| 129 | Yrdc | 16398 | -0.236 | -0.0591 | No |
| 130 | Tmem176a | 16433 | -0.237 | -0.0541 | No |
| 131 | Galnt3 | 16470 | -0.239 | -0.0491 | No |
| 132 | Ptcd2 | 16507 | -0.241 | -0.0441 | No |
| 133 | Inhba | 16638 | -0.246 | -0.0437 | No |
| 134 | Itgbl1 | 16864 | -0.259 | -0.0477 | No |
| 135 | Car2 | 16954 | -0.264 | -0.0447 | No |
| 136 | Kcnn4 | 17285 | -0.282 | -0.0533 | No |
| 137 | Tnfaip3 | 17506 | -0.296 | -0.0560 | No |
| 138 | Plvap | 17585 | -0.303 | -0.0514 | No |
| 139 | Map4k1 | 17671 | -0.309 | -0.0469 | No |
| 140 | Hbegf | 17742 | -0.313 | -0.0416 | No |
| 141 | Tspan13 | 17757 | -0.314 | -0.0334 | No |
| 142 | Ppbp | 17775 | -0.315 | -0.0253 | No |
| 143 | Spp1 | 17841 | -0.320 | -0.0196 | No |
| 144 | Mycn | 18053 | -0.334 | -0.0207 | No |
| 145 | Clec4a3 | 18063 | -0.335 | -0.0117 | No |
| 146 | Prdm1 | 18214 | -0.347 | -0.0094 | No |
| 147 | Plek2 | 18216 | -0.347 | 0.0003 | No |
| 148 | G0s2 | 18376 | -0.361 | 0.0025 | No |
| 149 | Il7r | 18617 | -0.385 | 0.0013 | No |
| 150 | Pdcd1lg2 | 18941 | -0.420 | -0.0030 | No |
| 151 | Gfpt2 | 19154 | -0.443 | -0.0012 | No |
| 152 | Spry2 | 19501 | -0.510 | -0.0041 | No |
| 153 | Gadd45g | 19564 | -0.527 | 0.0076 | No |
| 154 | Ephb2 | 19649 | -0.550 | 0.0190 | No |

