| Dataset | CLP.Basophil_Pheno.cls #Group2_versus_Group4.Basophil_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | Basophil_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.2629495 |
| Normalized Enrichment Score (NES) | -1.298138 |
| Nominal p-value | 0.015904572 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.796 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Zfp639 | 337 | 0.640 | -0.0004 | No |
| 2 | Il10ra | 463 | 0.592 | 0.0095 | No |
| 3 | F2rl1 | 619 | 0.553 | 0.0166 | No |
| 4 | Ly96 | 1262 | 0.450 | -0.0058 | No |
| 5 | Adam8 | 1346 | 0.439 | 0.0021 | No |
| 6 | Cxcl10 | 1624 | 0.410 | -0.0015 | No |
| 7 | Ctss | 1633 | 0.409 | 0.0096 | No |
| 8 | Gpnmb | 1668 | 0.406 | 0.0192 | No |
| 9 | Nrp1 | 1679 | 0.405 | 0.0301 | No |
| 10 | Vwa5a | 1766 | 0.395 | 0.0366 | No |
| 11 | Ammecr1 | 1986 | 0.374 | 0.0352 | No |
| 12 | Strn | 2129 | 0.362 | 0.0376 | No |
| 13 | Adam17 | 2201 | 0.358 | 0.0439 | No |
| 14 | Plau | 2233 | 0.355 | 0.0522 | No |
| 15 | H2bc3 | 2446 | 0.334 | 0.0500 | No |
| 16 | Nin | 2556 | 0.325 | 0.0532 | No |
| 17 | Ppbp | 2596 | 0.323 | 0.0602 | No |
| 18 | St6gal1 | 2896 | 0.301 | 0.0523 | No |
| 19 | Cd37 | 2989 | 0.295 | 0.0556 | No |
| 20 | Tmem176a | 3090 | 0.288 | 0.0583 | No |
| 21 | Usp12 | 3292 | 0.275 | 0.0550 | No |
| 22 | Klf4 | 3465 | 0.264 | 0.0531 | No |
| 23 | Akap12 | 3554 | 0.260 | 0.0556 | No |
| 24 | Fuca1 | 3562 | 0.259 | 0.0625 | No |
| 25 | Gfpt2 | 3776 | 0.242 | 0.0577 | No |
| 26 | Prdm1 | 3897 | 0.233 | 0.0577 | No |
| 27 | Yrdc | 3934 | 0.231 | 0.0623 | No |
| 28 | F13a1 | 3996 | 0.227 | 0.0654 | No |
| 29 | Itga2 | 4065 | 0.224 | 0.0680 | No |
| 30 | Ephb2 | 4092 | 0.222 | 0.0728 | No |
| 31 | Flt4 | 4095 | 0.222 | 0.0790 | No |
| 32 | Etv4 | 4112 | 0.221 | 0.0844 | No |
| 33 | Tmem176b | 4421 | 0.205 | 0.0733 | No |
| 34 | Emp1 | 4840 | 0.183 | 0.0556 | No |
| 35 | Spry2 | 4841 | 0.183 | 0.0608 | No |
| 36 | Il2rg | 4924 | 0.177 | 0.0613 | No |
| 37 | Itgb2 | 5121 | 0.167 | 0.0553 | No |
| 38 | Tnfaip3 | 5318 | 0.157 | 0.0490 | No |
| 39 | Trib1 | 5362 | 0.155 | 0.0510 | No |
| 40 | Map4k1 | 5502 | 0.149 | 0.0476 | No |
| 41 | Map3k1 | 5583 | 0.144 | 0.0473 | No |
| 42 | Birc3 | 5646 | 0.142 | 0.0479 | No |
| 43 | Crot | 5665 | 0.141 | 0.0509 | No |
| 44 | Dnmbp | 5935 | 0.127 | 0.0398 | No |
| 45 | Kif5c | 6259 | 0.110 | 0.0252 | No |
| 46 | Ano1 | 6579 | 0.095 | 0.0104 | No |
| 47 | Mtmr10 | 6969 | 0.080 | -0.0086 | No |
| 48 | Mycn | 7041 | 0.077 | -0.0104 | No |
| 49 | Rbm4 | 7060 | 0.076 | -0.0092 | No |
| 50 | Ank | 7241 | 0.068 | -0.0171 | No |
| 51 | Plvap | 7257 | 0.068 | -0.0160 | No |
| 52 | Bpgm | 7347 | 0.062 | -0.0192 | No |
| 53 | Tnfrsf1b | 7403 | 0.060 | -0.0205 | No |
| 54 | Tmem100 | 7678 | 0.046 | -0.0342 | No |
| 55 | Btbd3 | 7682 | 0.046 | -0.0330 | No |
| 56 | Fcer1g | 7715 | 0.045 | -0.0335 | No |
| 57 | Avl9 | 7730 | 0.045 | -0.0330 | No |
| 58 | Lcp1 | 7748 | 0.044 | -0.0327 | No |
| 59 | Epb41l3 | 7930 | 0.036 | -0.0416 | No |
| 60 | Il7r | 8100 | 0.028 | -0.0500 | No |
| 61 | Plaur | 8145 | 0.027 | -0.0517 | No |
| 62 | Ets1 | 8255 | 0.022 | -0.0571 | No |
| 63 | Spp1 | 8575 | 0.008 | -0.0743 | No |
| 64 | Gadd45g | 8643 | 0.006 | -0.0778 | No |
| 65 | Tor1aip2 | 8750 | 0.001 | -0.0836 | No |
| 66 | Itgbl1 | 8798 | 0.000 | -0.0861 | No |
| 67 | Hsd11b1 | 8892 | -0.002 | -0.0912 | No |
| 68 | Map7 | 8989 | -0.007 | -0.0962 | No |
| 69 | Il1rl2 | 9020 | -0.008 | -0.0976 | No |
| 70 | Dock2 | 9358 | -0.022 | -0.1155 | No |
| 71 | Cdadc1 | 9363 | -0.022 | -0.1150 | No |
| 72 | Cbr4 | 9891 | -0.045 | -0.1426 | No |
| 73 | Lat2 | 9964 | -0.049 | -0.1452 | No |
| 74 | Pdcd1lg2 | 9980 | -0.049 | -0.1446 | No |
| 75 | Adgrl4 | 10082 | -0.054 | -0.1486 | No |
| 76 | Ptbp2 | 10294 | -0.064 | -0.1584 | No |
| 77 | Adgra2 | 10496 | -0.072 | -0.1674 | No |
| 78 | Glrx | 10548 | -0.075 | -0.1680 | No |
| 79 | Reln | 10635 | -0.078 | -0.1705 | No |
| 80 | Evi5 | 10765 | -0.085 | -0.1752 | No |
| 81 | Arg1 | 10890 | -0.090 | -0.1795 | No |
| 82 | Akt2 | 10905 | -0.090 | -0.1777 | No |
| 83 | Galnt3 | 11082 | -0.098 | -0.1845 | No |
| 84 | Tmem158 | 11144 | -0.101 | -0.1850 | No |
| 85 | Rgs16 | 11634 | -0.120 | -0.2084 | No |
| 86 | Ppp1r15a | 11694 | -0.123 | -0.2081 | No |
| 87 | Id2 | 11704 | -0.124 | -0.2051 | No |
| 88 | Cbx8 | 12112 | -0.142 | -0.2234 | No |
| 89 | Pecam1 | 12201 | -0.146 | -0.2241 | No |
| 90 | Sdccag8 | 12283 | -0.150 | -0.2243 | No |
| 91 | Zfp277 | 12430 | -0.157 | -0.2278 | No |
| 92 | Irf8 | 12432 | -0.157 | -0.2235 | No |
| 93 | Ccnd2 | 12447 | -0.158 | -0.2198 | No |
| 94 | Wdr33 | 12491 | -0.160 | -0.2176 | No |
| 95 | Tspan7 | 13077 | -0.189 | -0.2443 | No |
| 96 | Tfpi | 13275 | -0.199 | -0.2494 | No |
| 97 | Ccser2 | 13523 | -0.210 | -0.2570 | Yes |
| 98 | Cmklr1 | 13621 | -0.214 | -0.2563 | Yes |
| 99 | Scn1b | 13663 | -0.216 | -0.2524 | Yes |
| 100 | Scg5 | 13738 | -0.219 | -0.2503 | Yes |
| 101 | Spon1 | 13790 | -0.220 | -0.2468 | Yes |
| 102 | Cab39l | 13855 | -0.224 | -0.2440 | Yes |
| 103 | Prelid3b | 13908 | -0.227 | -0.2405 | Yes |
| 104 | Ero1a | 14004 | -0.232 | -0.2391 | Yes |
| 105 | Laptm5 | 14084 | -0.236 | -0.2368 | Yes |
| 106 | Satb1 | 14334 | -0.249 | -0.2434 | Yes |
| 107 | Etv5 | 14366 | -0.251 | -0.2380 | Yes |
| 108 | Dcbld2 | 14408 | -0.253 | -0.2330 | Yes |
| 109 | Dusp6 | 14435 | -0.254 | -0.2273 | Yes |
| 110 | Slpi | 14604 | -0.264 | -0.2290 | Yes |
| 111 | Cbl | 14615 | -0.265 | -0.2221 | Yes |
| 112 | Etv1 | 14688 | -0.269 | -0.2184 | Yes |
| 113 | Cxcr4 | 14718 | -0.271 | -0.2123 | Yes |
| 114 | Trib2 | 14780 | -0.273 | -0.2080 | Yes |
| 115 | Atg10 | 14822 | -0.276 | -0.2024 | Yes |
| 116 | Kcnn4 | 14922 | -0.282 | -0.1999 | Yes |
| 117 | Ikzf1 | 14926 | -0.282 | -0.1921 | Yes |
| 118 | Mmd | 15003 | -0.287 | -0.1881 | Yes |
| 119 | Tspan13 | 15339 | -0.306 | -0.1978 | Yes |
| 120 | Rabgap1l | 15504 | -0.316 | -0.1979 | Yes |
| 121 | Cfb | 15570 | -0.320 | -0.1924 | Yes |
| 122 | Traf1 | 15969 | -0.348 | -0.2044 | Yes |
| 123 | Gprc5b | 15975 | -0.348 | -0.1948 | Yes |
| 124 | Jup | 16045 | -0.353 | -0.1886 | Yes |
| 125 | Car2 | 16052 | -0.353 | -0.1789 | Yes |
| 126 | Plek2 | 16890 | -0.430 | -0.2126 | Yes |
| 127 | Ptprr | 16977 | -0.441 | -0.2049 | Yes |
| 128 | Hbegf | 17167 | -0.458 | -0.2023 | Yes |
| 129 | Abcb1a | 17268 | -0.469 | -0.1945 | Yes |
| 130 | Psmb8 | 17296 | -0.472 | -0.1826 | Yes |
| 131 | Hdac9 | 17457 | -0.498 | -0.1773 | Yes |
| 132 | Wnt7a | 17576 | -0.518 | -0.1691 | Yes |
| 133 | Angptl4 | 17775 | -0.558 | -0.1642 | Yes |
| 134 | Btc | 17866 | -0.577 | -0.1529 | Yes |
| 135 | Ptcd2 | 17874 | -0.579 | -0.1369 | Yes |
| 136 | Gng11 | 17915 | -0.590 | -0.1224 | Yes |
| 137 | Fbxo4 | 17929 | -0.594 | -0.1063 | Yes |
| 138 | Gypc | 17930 | -0.594 | -0.0895 | Yes |
| 139 | Eng | 17953 | -0.604 | -0.0737 | Yes |
| 140 | Gucy1a1 | 18251 | -0.761 | -0.0684 | Yes |
| 141 | Mmp11 | 18265 | -0.772 | -0.0473 | Yes |
| 142 | Nr0b2 | 18269 | -0.775 | -0.0256 | Yes |
| 143 | Csf2ra | 18394 | -1.174 | 0.0008 | Yes |

