| Dataset | MEP.MEP.mega_Pheno.cls #Group3_versus_Group4.MEP.mega_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | MEP.mega_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | 0.31770205 |
| Normalized Enrichment Score (NES) | 1.3589069 |
| Nominal p-value | 0.062111802 |
| FDR q-value | 0.7257151 |
| FWER p-Value | 0.686 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Dcbld2 | 50 | 0.992 | 0.0250 | Yes |
| 2 | Abcb1a | 112 | 0.849 | 0.0455 | Yes |
| 3 | Dusp6 | 208 | 0.755 | 0.0615 | Yes |
| 4 | Btbd3 | 264 | 0.712 | 0.0785 | Yes |
| 5 | Cbx8 | 270 | 0.708 | 0.0979 | Yes |
| 6 | Mycn | 336 | 0.670 | 0.1132 | Yes |
| 7 | Kif5c | 367 | 0.652 | 0.1298 | Yes |
| 8 | Hdac9 | 415 | 0.635 | 0.1450 | Yes |
| 9 | Btc | 777 | 0.536 | 0.1411 | Yes |
| 10 | Il10ra | 947 | 0.496 | 0.1461 | Yes |
| 11 | Ero1a | 981 | 0.489 | 0.1580 | Yes |
| 12 | Reln | 992 | 0.486 | 0.1710 | Yes |
| 13 | Mafb | 1234 | 0.452 | 0.1710 | Yes |
| 14 | Galnt3 | 1261 | 0.449 | 0.1821 | Yes |
| 15 | Etv1 | 1361 | 0.441 | 0.1893 | Yes |
| 16 | Plau | 1415 | 0.437 | 0.1987 | Yes |
| 17 | Aldh1a3 | 1422 | 0.437 | 0.2105 | Yes |
| 18 | Cfb | 1622 | 0.412 | 0.2116 | Yes |
| 19 | Gabra3 | 1746 | 0.400 | 0.2163 | Yes |
| 20 | Lat2 | 1776 | 0.398 | 0.2259 | Yes |
| 21 | Nin | 2023 | 0.370 | 0.2233 | Yes |
| 22 | Trib2 | 2046 | 0.367 | 0.2324 | Yes |
| 23 | Hbegf | 2119 | 0.359 | 0.2387 | Yes |
| 24 | Mtmr10 | 2128 | 0.359 | 0.2482 | Yes |
| 25 | Prdm1 | 2154 | 0.356 | 0.2568 | Yes |
| 26 | Prelid3b | 2231 | 0.348 | 0.2626 | Yes |
| 27 | Mmp11 | 2260 | 0.345 | 0.2707 | Yes |
| 28 | Irf8 | 2339 | 0.337 | 0.2760 | Yes |
| 29 | Il1b | 2476 | 0.327 | 0.2780 | Yes |
| 30 | Zfp639 | 2524 | 0.323 | 0.2846 | Yes |
| 31 | Akap12 | 2536 | 0.323 | 0.2930 | Yes |
| 32 | Gfpt2 | 2585 | 0.319 | 0.2994 | Yes |
| 33 | Il2rg | 2658 | 0.313 | 0.3043 | Yes |
| 34 | Adgra2 | 2686 | 0.311 | 0.3115 | Yes |
| 35 | St6gal1 | 2733 | 0.307 | 0.3177 | Yes |
| 36 | Epb41l3 | 2940 | 0.290 | 0.3150 | No |
| 37 | Wdr33 | 3305 | 0.269 | 0.3035 | No |
| 38 | Yrdc | 3546 | 0.253 | 0.2980 | No |
| 39 | Plvap | 3645 | 0.247 | 0.2998 | No |
| 40 | Atg10 | 3991 | 0.233 | 0.2883 | No |
| 41 | Ctss | 4139 | 0.224 | 0.2869 | No |
| 42 | Spry2 | 4213 | 0.219 | 0.2892 | No |
| 43 | Fbxo4 | 4269 | 0.216 | 0.2923 | No |
| 44 | Lcp1 | 4494 | 0.205 | 0.2863 | No |
| 45 | Map4k1 | 4568 | 0.201 | 0.2881 | No |
| 46 | Nrp1 | 4587 | 0.199 | 0.2927 | No |
| 47 | Scn1b | 4620 | 0.198 | 0.2965 | No |
| 48 | Adgrl4 | 4640 | 0.197 | 0.3010 | No |
| 49 | Etv5 | 4871 | 0.183 | 0.2941 | No |
| 50 | Il1rl2 | 5259 | 0.161 | 0.2784 | No |
| 51 | Prkg2 | 5417 | 0.153 | 0.2745 | No |
| 52 | Nr1h4 | 5461 | 0.152 | 0.2765 | No |
| 53 | Tor1aip2 | 5654 | 0.143 | 0.2705 | No |
| 54 | H2bc3 | 5826 | 0.135 | 0.2653 | No |
| 55 | Tspan13 | 5844 | 0.134 | 0.2681 | No |
| 56 | Trib1 | 5960 | 0.129 | 0.2657 | No |
| 57 | Evi5 | 6075 | 0.126 | 0.2633 | No |
| 58 | Spon1 | 6088 | 0.125 | 0.2662 | No |
| 59 | Pdcd1lg2 | 6155 | 0.122 | 0.2661 | No |
| 60 | Flt4 | 6159 | 0.122 | 0.2694 | No |
| 61 | Ccser2 | 6425 | 0.111 | 0.2586 | No |
| 62 | Bpgm | 6625 | 0.103 | 0.2511 | No |
| 63 | Usp12 | 6694 | 0.100 | 0.2503 | No |
| 64 | Ammecr1 | 6845 | 0.095 | 0.2452 | No |
| 65 | Etv4 | 7048 | 0.086 | 0.2370 | No |
| 66 | Klf4 | 7714 | 0.061 | 0.2040 | No |
| 67 | Avl9 | 7851 | 0.056 | 0.1985 | No |
| 68 | Cxcr4 | 8220 | 0.042 | 0.1804 | No |
| 69 | Arg1 | 8320 | 0.039 | 0.1763 | No |
| 70 | Zfp277 | 8370 | 0.037 | 0.1748 | No |
| 71 | Map7 | 8425 | 0.035 | 0.1730 | No |
| 72 | Dock2 | 8481 | 0.033 | 0.1710 | No |
| 73 | Fcer1g | 8736 | 0.024 | 0.1584 | No |
| 74 | Tnfrsf1b | 8764 | 0.023 | 0.1577 | No |
| 75 | Map3k1 | 8826 | 0.021 | 0.1551 | No |
| 76 | Il7r | 8862 | 0.020 | 0.1538 | No |
| 77 | Fuca1 | 8915 | 0.019 | 0.1516 | No |
| 78 | Cab39l | 8990 | 0.017 | 0.1482 | No |
| 79 | Car2 | 9057 | 0.014 | 0.1452 | No |
| 80 | Id2 | 9402 | 0.002 | 0.1273 | No |
| 81 | Ptprr | 9470 | 0.000 | 0.1238 | No |
| 82 | Plek2 | 9475 | 0.000 | 0.1236 | No |
| 83 | Ccnd2 | 9919 | -0.010 | 0.1007 | No |
| 84 | Gucy1a1 | 9962 | -0.012 | 0.0989 | No |
| 85 | Sdccag8 | 10318 | -0.024 | 0.0810 | No |
| 86 | Kcnn4 | 10417 | -0.027 | 0.0767 | No |
| 87 | Adam17 | 11039 | -0.049 | 0.0456 | No |
| 88 | Strn | 11155 | -0.054 | 0.0411 | No |
| 89 | Gypc | 11424 | -0.064 | 0.0289 | No |
| 90 | Cd37 | 11921 | -0.082 | 0.0053 | No |
| 91 | Eng | 12058 | -0.086 | 0.0006 | No |
| 92 | Vwa5a | 12215 | -0.092 | -0.0050 | No |
| 93 | Cdadc1 | 12246 | -0.093 | -0.0040 | No |
| 94 | Ly96 | 12298 | -0.095 | -0.0040 | No |
| 95 | Akt2 | 12474 | -0.102 | -0.0103 | No |
| 96 | Angptl4 | 12545 | -0.105 | -0.0110 | No |
| 97 | Ikzf1 | 12849 | -0.116 | -0.0236 | No |
| 98 | Itgbl1 | 13109 | -0.126 | -0.0336 | No |
| 99 | Ptbp2 | 13189 | -0.128 | -0.0341 | No |
| 100 | Cbl | 13361 | -0.136 | -0.0393 | No |
| 101 | Rbm4 | 13675 | -0.148 | -0.0515 | No |
| 102 | Tmem176a | 13923 | -0.159 | -0.0600 | No |
| 103 | Cmklr1 | 14193 | -0.171 | -0.0692 | No |
| 104 | F13a1 | 14303 | -0.176 | -0.0700 | No |
| 105 | Nr0b2 | 14394 | -0.180 | -0.0697 | No |
| 106 | Ptcd2 | 14499 | -0.185 | -0.0700 | No |
| 107 | Glrx | 14655 | -0.193 | -0.0727 | No |
| 108 | Aldh1a2 | 14676 | -0.194 | -0.0683 | No |
| 109 | Bmp2 | 15088 | -0.211 | -0.0839 | No |
| 110 | Ppp1r15a | 15153 | -0.214 | -0.0813 | No |
| 111 | Birc3 | 15214 | -0.218 | -0.0783 | No |
| 112 | Ano1 | 15315 | -0.222 | -0.0773 | No |
| 113 | Gadd45g | 15378 | -0.225 | -0.0743 | No |
| 114 | Psmb8 | 15445 | -0.229 | -0.0714 | No |
| 115 | Rabgap1l | 15486 | -0.231 | -0.0670 | No |
| 116 | Scg5 | 15589 | -0.236 | -0.0658 | No |
| 117 | Itgb2 | 15619 | -0.238 | -0.0607 | No |
| 118 | Slpi | 15773 | -0.244 | -0.0619 | No |
| 119 | Tnfaip3 | 15810 | -0.246 | -0.0569 | No |
| 120 | Dnmbp | 15815 | -0.246 | -0.0502 | No |
| 121 | Ets1 | 16127 | -0.264 | -0.0591 | No |
| 122 | Tmem176b | 16135 | -0.265 | -0.0521 | No |
| 123 | Traf1 | 16141 | -0.265 | -0.0450 | No |
| 124 | Tmem158 | 16312 | -0.274 | -0.0463 | No |
| 125 | Hsd11b1 | 16403 | -0.279 | -0.0432 | No |
| 126 | Ank | 16495 | -0.285 | -0.0400 | No |
| 127 | Wnt7a | 16517 | -0.286 | -0.0331 | No |
| 128 | Crot | 16617 | -0.291 | -0.0302 | No |
| 129 | Ephb2 | 16723 | -0.298 | -0.0274 | No |
| 130 | Plaur | 16899 | -0.311 | -0.0278 | No |
| 131 | Cbr4 | 16925 | -0.312 | -0.0204 | No |
| 132 | Tfpi | 16962 | -0.315 | -0.0136 | No |
| 133 | Cxcl10 | 17135 | -0.324 | -0.0135 | No |
| 134 | Csf2ra | 17209 | -0.329 | -0.0082 | No |
| 135 | Mmd | 17365 | -0.343 | -0.0067 | No |
| 136 | Adam8 | 17451 | -0.350 | -0.0014 | No |
| 137 | Jup | 17493 | -0.354 | 0.0063 | No |
| 138 | Gprc5b | 17919 | -0.394 | -0.0049 | No |
| 139 | Gng11 | 17982 | -0.399 | 0.0030 | No |
| 140 | Laptm5 | 17998 | -0.402 | 0.0134 | No |
| 141 | Ppbp | 18004 | -0.402 | 0.0243 | No |
| 142 | Itga2 | 18485 | -0.463 | 0.0122 | No |
| 143 | Pecam1 | 18647 | -0.489 | 0.0174 | No |
| 144 | Satb1 | 19028 | -0.610 | 0.0146 | No |

