| Dataset | CLP.Basophil_Pheno.cls #Group2_versus_Group3.Basophil_Pheno.cls #Group2_versus_Group3_repos |
| Phenotype | Basophil_Pheno.cls#Group2_versus_Group3_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.26568773 |
| Normalized Enrichment Score (NES) | -1.1910185 |
| Nominal p-value | 0.15176715 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.905 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | F2rl1 | 185 | 0.672 | 0.0107 | No |
| 2 | Reln | 473 | 0.542 | 0.0118 | No |
| 3 | Flt4 | 567 | 0.518 | 0.0227 | No |
| 4 | Prelid3b | 759 | 0.476 | 0.0270 | No |
| 5 | Ctss | 1064 | 0.431 | 0.0238 | No |
| 6 | Usp12 | 1176 | 0.416 | 0.0306 | No |
| 7 | Epb41l3 | 1445 | 0.385 | 0.0278 | No |
| 8 | Adam17 | 1836 | 0.350 | 0.0173 | No |
| 9 | Ly96 | 2082 | 0.329 | 0.0141 | No |
| 10 | Il10ra | 2118 | 0.326 | 0.0223 | No |
| 11 | Gpnmb | 2479 | 0.299 | 0.0118 | No |
| 12 | Zfp639 | 2558 | 0.293 | 0.0166 | No |
| 13 | Arg1 | 2687 | 0.282 | 0.0184 | No |
| 14 | Nin | 2842 | 0.272 | 0.0184 | No |
| 15 | Ammecr1 | 2865 | 0.271 | 0.0256 | No |
| 16 | Kif5c | 3165 | 0.249 | 0.0169 | No |
| 17 | Tmem176b | 3244 | 0.245 | 0.0202 | No |
| 18 | Dnmbp | 3349 | 0.237 | 0.0219 | No |
| 19 | Tspan13 | 3397 | 0.235 | 0.0266 | No |
| 20 | Itgb2 | 3475 | 0.230 | 0.0295 | No |
| 21 | Ephb2 | 3619 | 0.221 | 0.0285 | No |
| 22 | Strn | 3735 | 0.215 | 0.0289 | No |
| 23 | Prdm1 | 3894 | 0.206 | 0.0266 | No |
| 24 | Akap12 | 3951 | 0.203 | 0.0298 | No |
| 25 | Scn1b | 4016 | 0.198 | 0.0325 | No |
| 26 | Nrp1 | 4251 | 0.186 | 0.0254 | No |
| 27 | Tnfrsf1b | 4283 | 0.184 | 0.0295 | No |
| 28 | Ppbp | 4423 | 0.177 | 0.0273 | No |
| 29 | Abcb1a | 4522 | 0.172 | 0.0273 | No |
| 30 | Tmem158 | 4571 | 0.170 | 0.0299 | No |
| 31 | Tmem176a | 4682 | 0.165 | 0.0290 | No |
| 32 | Spon1 | 4693 | 0.164 | 0.0335 | No |
| 33 | Cxcl10 | 4749 | 0.161 | 0.0355 | No |
| 34 | Itga2 | 5226 | 0.140 | 0.0138 | No |
| 35 | Plau | 5414 | 0.131 | 0.0076 | No |
| 36 | Vwa5a | 5425 | 0.130 | 0.0111 | No |
| 37 | Sdccag8 | 5770 | 0.114 | -0.0042 | No |
| 38 | Pdcd1lg2 | 5896 | 0.109 | -0.0076 | No |
| 39 | Tor1aip2 | 6394 | 0.087 | -0.0321 | No |
| 40 | Map4k1 | 6467 | 0.084 | -0.0335 | No |
| 41 | Gprc5b | 6493 | 0.083 | -0.0323 | No |
| 42 | Birc3 | 6518 | 0.081 | -0.0311 | No |
| 43 | Cdadc1 | 6533 | 0.080 | -0.0293 | No |
| 44 | Galnt3 | 7005 | 0.062 | -0.0532 | No |
| 45 | Il2rg | 7081 | 0.058 | -0.0555 | No |
| 46 | Scg5 | 7186 | 0.055 | -0.0595 | No |
| 47 | Crot | 7196 | 0.054 | -0.0583 | No |
| 48 | Map3k1 | 7307 | 0.049 | -0.0628 | No |
| 49 | St6gal1 | 7440 | 0.043 | -0.0687 | No |
| 50 | Evi5 | 7496 | 0.040 | -0.0704 | No |
| 51 | Psmb8 | 7544 | 0.038 | -0.0718 | No |
| 52 | Rbm4 | 7549 | 0.038 | -0.0709 | No |
| 53 | Btbd3 | 7656 | 0.033 | -0.0756 | No |
| 54 | Hbegf | 7677 | 0.032 | -0.0757 | No |
| 55 | Adgra2 | 7789 | 0.027 | -0.0810 | No |
| 56 | Satb1 | 7817 | 0.025 | -0.0817 | No |
| 57 | Gfpt2 | 7943 | 0.021 | -0.0879 | No |
| 58 | Spry2 | 8115 | 0.013 | -0.0968 | No |
| 59 | Cxcr4 | 8377 | 0.003 | -0.1110 | No |
| 60 | H2bc3 | 8488 | -0.001 | -0.1170 | No |
| 61 | Glrx | 8592 | -0.005 | -0.1225 | No |
| 62 | Ccser2 | 8680 | -0.009 | -0.1270 | No |
| 63 | Mycn | 8687 | -0.010 | -0.1270 | No |
| 64 | Lcp1 | 8791 | -0.014 | -0.1322 | No |
| 65 | Pecam1 | 8858 | -0.016 | -0.1353 | No |
| 66 | Ank | 8875 | -0.017 | -0.1357 | No |
| 67 | Kcnn4 | 9133 | -0.028 | -0.1489 | No |
| 68 | Plvap | 9180 | -0.030 | -0.1505 | No |
| 69 | Il7r | 9230 | -0.032 | -0.1522 | No |
| 70 | Dock2 | 9675 | -0.049 | -0.1750 | No |
| 71 | Slpi | 9680 | -0.050 | -0.1737 | No |
| 72 | Il1rl2 | 9771 | -0.054 | -0.1769 | No |
| 73 | Map7 | 9905 | -0.059 | -0.1824 | No |
| 74 | Spp1 | 10016 | -0.064 | -0.1864 | No |
| 75 | Cab39l | 10149 | -0.070 | -0.1915 | No |
| 76 | Ccnd2 | 10171 | -0.071 | -0.1904 | No |
| 77 | Ets1 | 10378 | -0.081 | -0.1992 | No |
| 78 | Ptbp2 | 10543 | -0.088 | -0.2055 | No |
| 79 | Ikzf1 | 10906 | -0.104 | -0.2221 | No |
| 80 | Ptcd2 | 10993 | -0.107 | -0.2235 | No |
| 81 | Plek2 | 11077 | -0.110 | -0.2246 | No |
| 82 | Fuca1 | 11132 | -0.113 | -0.2240 | No |
| 83 | Trib2 | 11135 | -0.113 | -0.2207 | No |
| 84 | Avl9 | 11221 | -0.116 | -0.2217 | No |
| 85 | Wdr33 | 11371 | -0.123 | -0.2260 | No |
| 86 | F13a1 | 11680 | -0.137 | -0.2386 | No |
| 87 | Cmklr1 | 11720 | -0.139 | -0.2365 | No |
| 88 | Irf8 | 11722 | -0.139 | -0.2322 | No |
| 89 | Ppp1r15a | 11744 | -0.140 | -0.2290 | No |
| 90 | Trib1 | 11773 | -0.142 | -0.2262 | No |
| 91 | Yrdc | 12021 | -0.153 | -0.2350 | No |
| 92 | Klf4 | 12047 | -0.154 | -0.2316 | No |
| 93 | Rgs16 | 12156 | -0.159 | -0.2325 | No |
| 94 | Adgrl4 | 12160 | -0.159 | -0.2278 | No |
| 95 | Akt2 | 12337 | -0.168 | -0.2322 | No |
| 96 | Laptm5 | 12409 | -0.172 | -0.2308 | No |
| 97 | Angptl4 | 12502 | -0.176 | -0.2304 | No |
| 98 | Tmem100 | 12865 | -0.195 | -0.2441 | No |
| 99 | Emp1 | 12949 | -0.199 | -0.2425 | No |
| 100 | Ptprr | 12967 | -0.200 | -0.2372 | No |
| 101 | Tnfaip3 | 13484 | -0.227 | -0.2585 | No |
| 102 | Adam8 | 13617 | -0.233 | -0.2585 | Yes |
| 103 | Ero1a | 13639 | -0.234 | -0.2524 | Yes |
| 104 | Bpgm | 13764 | -0.241 | -0.2517 | Yes |
| 105 | Etv4 | 13771 | -0.241 | -0.2446 | Yes |
| 106 | Gadd45g | 13895 | -0.247 | -0.2437 | Yes |
| 107 | Btc | 14043 | -0.255 | -0.2438 | Yes |
| 108 | Jup | 14054 | -0.255 | -0.2365 | Yes |
| 109 | Plaur | 14102 | -0.257 | -0.2311 | Yes |
| 110 | Mtmr10 | 14208 | -0.262 | -0.2287 | Yes |
| 111 | Wnt7a | 14209 | -0.262 | -0.2206 | Yes |
| 112 | Cfb | 14234 | -0.264 | -0.2137 | Yes |
| 113 | Dcbld2 | 14257 | -0.265 | -0.2067 | Yes |
| 114 | Atg10 | 14389 | -0.274 | -0.2054 | Yes |
| 115 | Itgbl1 | 14783 | -0.295 | -0.2177 | Yes |
| 116 | Cd37 | 14941 | -0.306 | -0.2169 | Yes |
| 117 | Mmp11 | 14981 | -0.308 | -0.2095 | Yes |
| 118 | Cbl | 15145 | -0.318 | -0.2085 | Yes |
| 119 | Tfpi | 15211 | -0.322 | -0.2021 | Yes |
| 120 | Lat2 | 15347 | -0.332 | -0.1992 | Yes |
| 121 | Mmd | 15440 | -0.338 | -0.1937 | Yes |
| 122 | Fcer1g | 15583 | -0.348 | -0.1907 | Yes |
| 123 | Ano1 | 15697 | -0.356 | -0.1859 | Yes |
| 124 | Gng11 | 16179 | -0.396 | -0.1999 | Yes |
| 125 | Cbx8 | 16233 | -0.400 | -0.1904 | Yes |
| 126 | Eng | 16243 | -0.401 | -0.1785 | Yes |
| 127 | Rabgap1l | 16282 | -0.405 | -0.1680 | Yes |
| 128 | Hdac9 | 16354 | -0.410 | -0.1592 | Yes |
| 129 | Dusp6 | 16462 | -0.420 | -0.1521 | Yes |
| 130 | Gucy1a1 | 16538 | -0.429 | -0.1429 | Yes |
| 131 | Zfp277 | 16703 | -0.446 | -0.1380 | Yes |
| 132 | Car2 | 16809 | -0.458 | -0.1296 | Yes |
| 133 | Tspan7 | 16991 | -0.476 | -0.1247 | Yes |
| 134 | Nr0b2 | 17057 | -0.484 | -0.1133 | Yes |
| 135 | Cbr4 | 17216 | -0.503 | -0.1064 | Yes |
| 136 | Traf1 | 17279 | -0.511 | -0.0939 | Yes |
| 137 | Id2 | 17578 | -0.562 | -0.0928 | Yes |
| 138 | Gypc | 17700 | -0.582 | -0.0814 | Yes |
| 139 | Etv5 | 17875 | -0.623 | -0.0716 | Yes |
| 140 | Etv1 | 18153 | -0.726 | -0.0643 | Yes |
| 141 | Csf2ra | 18243 | -0.794 | -0.0445 | Yes |
| 142 | Hsd11b1 | 18290 | -0.836 | -0.0212 | Yes |
| 143 | Fbxo4 | 18323 | -0.890 | 0.0047 | Yes |

