| Dataset | CMP.Basophil_Pheno.cls #Group1_versus_Group2.Basophil_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | Basophil_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.1711185 |
| Normalized Enrichment Score (NES) | 0.7854346 |
| Nominal p-value | 0.92038834 |
| FDR q-value | 0.938069 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Irf8 | 69 | 0.832 | 0.0194 | Yes |
| 2 | Ppp1r15a | 108 | 0.773 | 0.0388 | Yes |
| 3 | Plvap | 185 | 0.716 | 0.0546 | Yes |
| 4 | Pdcd1lg2 | 214 | 0.695 | 0.0723 | Yes |
| 5 | Nr0b2 | 280 | 0.655 | 0.0871 | Yes |
| 6 | Csf2ra | 434 | 0.595 | 0.0957 | Yes |
| 7 | Tmem100 | 704 | 0.533 | 0.0966 | Yes |
| 8 | F2rl1 | 989 | 0.482 | 0.0954 | Yes |
| 9 | Tnfrsf1b | 1275 | 0.442 | 0.0931 | Yes |
| 10 | Gabra3 | 1291 | 0.441 | 0.1045 | Yes |
| 11 | Mmd | 1537 | 0.414 | 0.1034 | Yes |
| 12 | Eng | 1563 | 0.411 | 0.1134 | Yes |
| 13 | Angptl4 | 1577 | 0.411 | 0.1241 | Yes |
| 14 | Wnt7a | 1599 | 0.407 | 0.1342 | Yes |
| 15 | Zfp277 | 1690 | 0.398 | 0.1406 | Yes |
| 16 | Ank | 1885 | 0.379 | 0.1412 | Yes |
| 17 | Prdm1 | 2048 | 0.365 | 0.1429 | Yes |
| 18 | Lat2 | 2113 | 0.358 | 0.1496 | Yes |
| 19 | Ptprr | 2189 | 0.352 | 0.1554 | Yes |
| 20 | Ly96 | 2246 | 0.346 | 0.1621 | Yes |
| 21 | Fcer1g | 2257 | 0.345 | 0.1711 | Yes |
| 22 | G0s2 | 2649 | 0.318 | 0.1600 | No |
| 23 | Mtmr10 | 3091 | 0.289 | 0.1454 | No |
| 24 | Dusp6 | 3141 | 0.287 | 0.1508 | No |
| 25 | Yrdc | 3183 | 0.284 | 0.1566 | No |
| 26 | Adam17 | 3419 | 0.268 | 0.1520 | No |
| 27 | Clec4a3 | 3854 | 0.246 | 0.1366 | No |
| 28 | Snap91 | 4070 | 0.236 | 0.1322 | No |
| 29 | Cfb | 4117 | 0.233 | 0.1363 | No |
| 30 | Dcbld2 | 4130 | 0.233 | 0.1421 | No |
| 31 | Bpgm | 4413 | 0.218 | 0.1337 | No |
| 32 | Hbegf | 4778 | 0.200 | 0.1206 | No |
| 33 | Ano1 | 4892 | 0.194 | 0.1202 | No |
| 34 | Spry2 | 4982 | 0.189 | 0.1209 | No |
| 35 | Ccnd2 | 5039 | 0.187 | 0.1232 | No |
| 36 | Map7 | 5123 | 0.183 | 0.1240 | No |
| 37 | F13a1 | 5374 | 0.170 | 0.1159 | No |
| 38 | Birc3 | 5432 | 0.168 | 0.1176 | No |
| 39 | Itgb2 | 5968 | 0.144 | 0.0943 | No |
| 40 | Prkg2 | 5978 | 0.144 | 0.0978 | No |
| 41 | Fuca1 | 6056 | 0.140 | 0.0978 | No |
| 42 | Etv4 | 6057 | 0.140 | 0.1016 | No |
| 43 | Flt4 | 6160 | 0.136 | 0.1002 | No |
| 44 | Klf4 | 6199 | 0.134 | 0.1019 | No |
| 45 | Strn | 6333 | 0.129 | 0.0987 | No |
| 46 | Cd37 | 6360 | 0.128 | 0.1009 | No |
| 47 | Scn1b | 6367 | 0.127 | 0.1041 | No |
| 48 | Glrx | 6572 | 0.119 | 0.0969 | No |
| 49 | Ptbp2 | 6602 | 0.117 | 0.0987 | No |
| 50 | Pecam1 | 6605 | 0.117 | 0.1018 | No |
| 51 | Rabgap1l | 6615 | 0.117 | 0.1046 | No |
| 52 | Wdr33 | 6854 | 0.108 | 0.0954 | No |
| 53 | Cbx8 | 6940 | 0.104 | 0.0939 | No |
| 54 | Cbl | 7047 | 0.100 | 0.0913 | No |
| 55 | H2bc3 | 7555 | 0.079 | 0.0676 | No |
| 56 | Sdccag8 | 7583 | 0.079 | 0.0684 | No |
| 57 | Gpnmb | 7608 | 0.078 | 0.0693 | No |
| 58 | Cmklr1 | 7697 | 0.075 | 0.0669 | No |
| 59 | Vwa5a | 7789 | 0.072 | 0.0643 | No |
| 60 | Ikzf1 | 7961 | 0.065 | 0.0573 | No |
| 61 | Id2 | 8062 | 0.061 | 0.0539 | No |
| 62 | Cbr4 | 8148 | 0.059 | 0.0512 | No |
| 63 | Ccser2 | 8179 | 0.057 | 0.0513 | No |
| 64 | Hdac9 | 8387 | 0.050 | 0.0421 | No |
| 65 | Psmb8 | 8919 | 0.031 | 0.0158 | No |
| 66 | Laptm5 | 8923 | 0.030 | 0.0165 | No |
| 67 | Tfpi | 8936 | 0.030 | 0.0167 | No |
| 68 | Mmp9 | 9058 | 0.026 | 0.0113 | No |
| 69 | Hsd11b1 | 9109 | 0.024 | 0.0094 | No |
| 70 | Tlr8 | 9117 | 0.024 | 0.0097 | No |
| 71 | Gucy1a1 | 9233 | 0.020 | 0.0044 | No |
| 72 | Cxcr4 | 9727 | 0.002 | -0.0207 | No |
| 73 | Cab39l | 10020 | -0.007 | -0.0354 | No |
| 74 | Etv1 | 10139 | -0.012 | -0.0411 | No |
| 75 | Tor1aip2 | 10188 | -0.014 | -0.0431 | No |
| 76 | Gfpt2 | 10291 | -0.017 | -0.0479 | No |
| 77 | Zfp639 | 10353 | -0.019 | -0.0504 | No |
| 78 | Slpi | 10387 | -0.020 | -0.0516 | No |
| 79 | Rbm4 | 10404 | -0.021 | -0.0518 | No |
| 80 | Ppbp | 10451 | -0.023 | -0.0535 | No |
| 81 | Akap12 | 10670 | -0.030 | -0.0638 | No |
| 82 | Jup | 10772 | -0.035 | -0.0680 | No |
| 83 | Adgrl4 | 10811 | -0.036 | -0.0689 | No |
| 84 | Mmp11 | 10828 | -0.037 | -0.0687 | No |
| 85 | Il7r | 11036 | -0.045 | -0.0780 | No |
| 86 | Etv5 | 11105 | -0.047 | -0.0802 | No |
| 87 | Nin | 11182 | -0.051 | -0.0827 | No |
| 88 | Mafb | 11185 | -0.051 | -0.0814 | No |
| 89 | Plaur | 11270 | -0.053 | -0.0842 | No |
| 90 | Cdadc1 | 11470 | -0.061 | -0.0927 | No |
| 91 | Trib2 | 11508 | -0.062 | -0.0928 | No |
| 92 | Atg10 | 11645 | -0.066 | -0.0980 | No |
| 93 | Ptgs2 | 11734 | -0.070 | -0.1005 | No |
| 94 | Adgra2 | 11878 | -0.075 | -0.1057 | No |
| 95 | Il1rl2 | 12056 | -0.083 | -0.1125 | No |
| 96 | Akt2 | 12152 | -0.086 | -0.1149 | No |
| 97 | Ephb2 | 12171 | -0.087 | -0.1135 | No |
| 98 | Gypc | 12191 | -0.088 | -0.1120 | No |
| 99 | Avl9 | 12285 | -0.091 | -0.1142 | No |
| 100 | Dock2 | 12327 | -0.093 | -0.1138 | No |
| 101 | Scg5 | 12454 | -0.097 | -0.1175 | No |
| 102 | Gng11 | 12678 | -0.107 | -0.1260 | No |
| 103 | Plau | 12873 | -0.115 | -0.1327 | No |
| 104 | Nrp1 | 12882 | -0.115 | -0.1299 | No |
| 105 | Traf1 | 13052 | -0.122 | -0.1352 | No |
| 106 | Map3k1 | 13290 | -0.133 | -0.1436 | No |
| 107 | Lcp1 | 13306 | -0.134 | -0.1406 | No |
| 108 | Tmem158 | 13367 | -0.137 | -0.1399 | No |
| 109 | Fbxo4 | 13420 | -0.139 | -0.1388 | No |
| 110 | Aldh1a2 | 13469 | -0.141 | -0.1373 | No |
| 111 | Crot | 13566 | -0.143 | -0.1383 | No |
| 112 | Tspan13 | 13597 | -0.145 | -0.1358 | No |
| 113 | Itga2 | 13817 | -0.154 | -0.1427 | No |
| 114 | Abcb1a | 14089 | -0.166 | -0.1520 | No |
| 115 | Car2 | 14340 | -0.176 | -0.1599 | No |
| 116 | Mycn | 14390 | -0.178 | -0.1575 | No |
| 117 | Il10ra | 14479 | -0.182 | -0.1569 | No |
| 118 | Spp1 | 14590 | -0.187 | -0.1574 | No |
| 119 | Evi5 | 14690 | -0.191 | -0.1572 | No |
| 120 | Il1b | 14800 | -0.196 | -0.1573 | No |
| 121 | Satb1 | 14924 | -0.202 | -0.1580 | No |
| 122 | Scg3 | 15025 | -0.207 | -0.1574 | No |
| 123 | Cxcl10 | 15159 | -0.213 | -0.1583 | No |
| 124 | Kif5c | 15179 | -0.214 | -0.1534 | No |
| 125 | Trib1 | 15201 | -0.215 | -0.1485 | No |
| 126 | Epb41l3 | 15249 | -0.218 | -0.1449 | No |
| 127 | Tspan7 | 15530 | -0.233 | -0.1528 | No |
| 128 | Ero1a | 15581 | -0.236 | -0.1488 | No |
| 129 | Galnt3 | 15646 | -0.240 | -0.1455 | No |
| 130 | Btc | 15932 | -0.255 | -0.1530 | No |
| 131 | Ammecr1 | 16005 | -0.259 | -0.1496 | No |
| 132 | Inhba | 16067 | -0.262 | -0.1454 | No |
| 133 | Tmem176b | 16092 | -0.264 | -0.1394 | No |
| 134 | Usp12 | 16404 | -0.280 | -0.1475 | No |
| 135 | Nr1h4 | 16594 | -0.293 | -0.1491 | No |
| 136 | Gprc5b | 16876 | -0.312 | -0.1548 | No |
| 137 | Lif | 16981 | -0.319 | -0.1513 | No |
| 138 | Btbd3 | 17161 | -0.335 | -0.1512 | No |
| 139 | Reln | 17492 | -0.361 | -0.1581 | No |
| 140 | Ptcd2 | 17657 | -0.372 | -0.1562 | No |
| 141 | Tmem176a | 17939 | -0.397 | -0.1596 | No |
| 142 | Prelid3b | 18068 | -0.409 | -0.1549 | No |
| 143 | Adam8 | 18105 | -0.413 | -0.1453 | No |
| 144 | Map4k1 | 18299 | -0.435 | -0.1432 | No |
| 145 | Gadd45g | 18514 | -0.460 | -0.1414 | No |
| 146 | Ets1 | 18571 | -0.467 | -0.1314 | No |
| 147 | Tnfaip3 | 18727 | -0.487 | -0.1259 | No |
| 148 | Spon1 | 18887 | -0.512 | -0.1199 | No |
| 149 | Dnmbp | 18916 | -0.514 | -0.1072 | No |
| 150 | Kcnn4 | 19141 | -0.566 | -0.1030 | No |
| 151 | Emp1 | 19193 | -0.577 | -0.0897 | No |
| 152 | Arg1 | 19514 | -0.683 | -0.0872 | No |
| 153 | Itgbl1 | 19656 | -0.790 | -0.0726 | No |
| 154 | Il2rg | 19660 | -0.794 | -0.0509 | No |
| 155 | St6gal1 | 19730 | -0.935 | -0.0286 | No |
| 156 | Ctss | 19763 | -1.114 | 0.0004 | No |

