| Dataset | Basophil.Basophil_Pheno.cls #Group1_versus_Group4.Basophil_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | Basophil_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.2256793 |
| Normalized Enrichment Score (NES) | -1.05791 |
| Nominal p-value | 0.35622317 |
| FDR q-value | 0.62700737 |
| FWER p-Value | 0.998 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | H2bc3 | 95 | 0.795 | 0.0180 | No |
| 2 | Ano1 | 388 | 0.619 | 0.0189 | No |
| 3 | Scn1b | 627 | 0.553 | 0.0210 | No |
| 4 | Usp12 | 713 | 0.532 | 0.0318 | No |
| 5 | Ppp1r15a | 1029 | 0.474 | 0.0270 | No |
| 6 | Ly96 | 1144 | 0.457 | 0.0337 | No |
| 7 | Hbegf | 1178 | 0.453 | 0.0453 | No |
| 8 | Mafb | 1339 | 0.427 | 0.0484 | No |
| 9 | Jup | 1350 | 0.426 | 0.0605 | No |
| 10 | Klf4 | 1562 | 0.400 | 0.0597 | No |
| 11 | Epb41l3 | 1649 | 0.389 | 0.0662 | No |
| 12 | Nin | 1888 | 0.362 | 0.0626 | No |
| 13 | Spry2 | 2065 | 0.345 | 0.0623 | No |
| 14 | Etv5 | 2088 | 0.344 | 0.0713 | No |
| 15 | Itgb2 | 2098 | 0.343 | 0.0810 | No |
| 16 | Dnmbp | 2381 | 0.319 | 0.0735 | No |
| 17 | Traf1 | 2402 | 0.318 | 0.0818 | No |
| 18 | Itgbl1 | 2403 | 0.318 | 0.0913 | No |
| 19 | Cbx8 | 2480 | 0.312 | 0.0960 | No |
| 20 | Id2 | 2549 | 0.306 | 0.1010 | No |
| 21 | Itga2 | 2725 | 0.292 | 0.0992 | No |
| 22 | Ccser2 | 2925 | 0.278 | 0.0955 | No |
| 23 | Akap12 | 2986 | 0.274 | 0.1000 | No |
| 24 | Ets1 | 3200 | 0.258 | 0.0949 | No |
| 25 | Tmem176a | 3272 | 0.255 | 0.0982 | No |
| 26 | Strn | 3346 | 0.250 | 0.1013 | No |
| 27 | Yrdc | 3502 | 0.239 | 0.0991 | No |
| 28 | Ptcd2 | 3762 | 0.220 | 0.0900 | No |
| 29 | Adam8 | 3795 | 0.219 | 0.0946 | No |
| 30 | St6gal1 | 3805 | 0.218 | 0.1006 | No |
| 31 | Ero1a | 3842 | 0.216 | 0.1049 | No |
| 32 | Mycn | 4072 | 0.203 | 0.0971 | No |
| 33 | Dusp6 | 4137 | 0.198 | 0.0992 | No |
| 34 | Crot | 4279 | 0.189 | 0.0963 | No |
| 35 | Tnfaip3 | 4345 | 0.185 | 0.0979 | No |
| 36 | Gfpt2 | 4567 | 0.173 | 0.0897 | No |
| 37 | Eng | 5249 | 0.134 | 0.0526 | No |
| 38 | Gprc5b | 5277 | 0.132 | 0.0550 | No |
| 39 | Tnfrsf1b | 5477 | 0.122 | 0.0466 | No |
| 40 | Sdccag8 | 5484 | 0.122 | 0.0499 | No |
| 41 | Cmklr1 | 5571 | 0.118 | 0.0482 | No |
| 42 | Cfb | 5660 | 0.115 | 0.0463 | No |
| 43 | Akt2 | 5739 | 0.111 | 0.0449 | No |
| 44 | Cdadc1 | 5810 | 0.107 | 0.0439 | No |
| 45 | Lcp1 | 5946 | 0.100 | 0.0387 | No |
| 46 | Fuca1 | 6172 | 0.087 | 0.0277 | No |
| 47 | Avl9 | 6450 | 0.072 | 0.0132 | No |
| 48 | Pecam1 | 6483 | 0.070 | 0.0133 | No |
| 49 | Nrp1 | 6625 | 0.063 | 0.0067 | No |
| 50 | Plvap | 6733 | 0.057 | 0.0019 | No |
| 51 | Ptgs2 | 6751 | 0.056 | 0.0026 | No |
| 52 | Dock2 | 6844 | 0.052 | -0.0014 | No |
| 53 | Wnt7a | 6886 | 0.050 | -0.0024 | No |
| 54 | Bpgm | 7102 | 0.039 | -0.0142 | No |
| 55 | Trib2 | 7111 | 0.039 | -0.0135 | No |
| 56 | Wdr33 | 7185 | 0.035 | -0.0169 | No |
| 57 | Adam17 | 7237 | 0.034 | -0.0190 | No |
| 58 | Reln | 7297 | 0.031 | -0.0216 | No |
| 59 | Ikzf1 | 7817 | 0.005 | -0.0528 | No |
| 60 | Rabgap1l | 7826 | 0.005 | -0.0531 | No |
| 61 | Slpi | 7911 | 0.000 | -0.0582 | No |
| 62 | Ephb2 | 8056 | -0.004 | -0.0667 | No |
| 63 | Rbm4 | 8114 | -0.006 | -0.0700 | No |
| 64 | Zfp277 | 8179 | -0.010 | -0.0736 | No |
| 65 | Hsd11b1 | 8541 | -0.026 | -0.0946 | No |
| 66 | Map7 | 8543 | -0.026 | -0.0938 | No |
| 67 | Hdac9 | 9044 | -0.053 | -0.1224 | No |
| 68 | Arg1 | 9181 | -0.061 | -0.1288 | No |
| 69 | Ptbp2 | 9191 | -0.061 | -0.1275 | No |
| 70 | Tspan13 | 9344 | -0.070 | -0.1346 | No |
| 71 | Tor1aip2 | 9374 | -0.072 | -0.1343 | No |
| 72 | Zfp639 | 9754 | -0.091 | -0.1544 | No |
| 73 | Glrx | 9801 | -0.093 | -0.1544 | No |
| 74 | Birc3 | 9854 | -0.095 | -0.1547 | No |
| 75 | Dcbld2 | 9886 | -0.097 | -0.1537 | No |
| 76 | Prdm1 | 9966 | -0.101 | -0.1554 | No |
| 77 | Scg5 | 10119 | -0.108 | -0.1614 | No |
| 78 | Ammecr1 | 10132 | -0.109 | -0.1589 | No |
| 79 | Gng11 | 10156 | -0.110 | -0.1570 | No |
| 80 | Cbl | 10172 | -0.111 | -0.1546 | No |
| 81 | Gucy1a1 | 10330 | -0.119 | -0.1605 | No |
| 82 | Trib1 | 10361 | -0.121 | -0.1587 | No |
| 83 | Prkg2 | 10968 | -0.154 | -0.1907 | No |
| 84 | Psmb8 | 11079 | -0.157 | -0.1926 | No |
| 85 | Fbxo4 | 11085 | -0.157 | -0.1882 | No |
| 86 | Map3k1 | 11606 | -0.188 | -0.2140 | No |
| 87 | F13a1 | 11740 | -0.193 | -0.2162 | No |
| 88 | Prelid3b | 11898 | -0.204 | -0.2196 | Yes |
| 89 | Cd37 | 11902 | -0.204 | -0.2137 | Yes |
| 90 | Plaur | 11940 | -0.206 | -0.2097 | Yes |
| 91 | Spp1 | 12028 | -0.211 | -0.2087 | Yes |
| 92 | Map4k1 | 12036 | -0.211 | -0.2028 | Yes |
| 93 | Laptm5 | 12075 | -0.213 | -0.1987 | Yes |
| 94 | Etv1 | 12095 | -0.213 | -0.1935 | Yes |
| 95 | Il7r | 12216 | -0.222 | -0.1941 | Yes |
| 96 | Galnt3 | 12406 | -0.233 | -0.1985 | Yes |
| 97 | Evi5 | 12474 | -0.239 | -0.1955 | Yes |
| 98 | Btc | 12928 | -0.262 | -0.2150 | Yes |
| 99 | Cbr4 | 12979 | -0.266 | -0.2100 | Yes |
| 100 | Il1rl2 | 13217 | -0.282 | -0.2159 | Yes |
| 101 | Gadd45g | 13252 | -0.285 | -0.2095 | Yes |
| 102 | Csf2ra | 13356 | -0.292 | -0.2070 | Yes |
| 103 | C3ar1 | 13627 | -0.311 | -0.2140 | Yes |
| 104 | Abcb1a | 13692 | -0.315 | -0.2084 | Yes |
| 105 | Adgrl4 | 13802 | -0.322 | -0.2054 | Yes |
| 106 | Atg10 | 13963 | -0.334 | -0.2050 | Yes |
| 107 | Satb1 | 13974 | -0.335 | -0.1956 | Yes |
| 108 | Fcer1g | 14168 | -0.349 | -0.1968 | Yes |
| 109 | Gypc | 14210 | -0.352 | -0.1888 | Yes |
| 110 | Mmp11 | 14433 | -0.375 | -0.1910 | Yes |
| 111 | Cxcr4 | 14512 | -0.384 | -0.1842 | Yes |
| 112 | Pdcd1lg2 | 14647 | -0.396 | -0.1805 | Yes |
| 113 | Mtmr10 | 14745 | -0.404 | -0.1743 | Yes |
| 114 | Irf8 | 14970 | -0.426 | -0.1750 | Yes |
| 115 | Il10ra | 15033 | -0.434 | -0.1658 | Yes |
| 116 | Vwa5a | 15037 | -0.435 | -0.1530 | Yes |
| 117 | Lat2 | 15066 | -0.438 | -0.1416 | Yes |
| 118 | Ctss | 15161 | -0.451 | -0.1338 | Yes |
| 119 | Cab39l | 15355 | -0.478 | -0.1312 | Yes |
| 120 | Nr0b2 | 15374 | -0.481 | -0.1179 | Yes |
| 121 | Ptprr | 15411 | -0.484 | -0.1056 | Yes |
| 122 | Ccnd2 | 15431 | -0.486 | -0.0922 | Yes |
| 123 | Tfpi | 15576 | -0.508 | -0.0857 | Yes |
| 124 | Angptl4 | 15680 | -0.528 | -0.0762 | Yes |
| 125 | Kcnn4 | 15717 | -0.535 | -0.0624 | Yes |
| 126 | Ank | 15776 | -0.545 | -0.0496 | Yes |
| 127 | Tmem176b | 16200 | -0.636 | -0.0561 | Yes |
| 128 | Btbd3 | 16305 | -0.667 | -0.0424 | Yes |
| 129 | Mmd | 16375 | -0.704 | -0.0256 | Yes |
| 130 | Car2 | 16400 | -0.719 | -0.0055 | Yes |
| 131 | Il2rg | 16512 | -0.787 | 0.0113 | Yes |

