| Dataset | GMP.GMP.mono_Pheno.cls #Group3_versus_Group4.GMP.mono_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_KRAS_SIGNALING_UP |
| Enrichment Score (ES) | -0.18114807 |
| Normalized Enrichment Score (NES) | -0.8376702 |
| Nominal p-value | 0.8168421 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfaip3 | 122 | 0.850 | 0.0200 | No |
| 2 | Ly96 | 129 | 0.842 | 0.0446 | No |
| 3 | Lif | 336 | 0.686 | 0.0561 | No |
| 4 | Btc | 416 | 0.655 | 0.0722 | No |
| 5 | F2rl1 | 447 | 0.646 | 0.0900 | No |
| 6 | Dusp6 | 488 | 0.634 | 0.1071 | No |
| 7 | Mtmr10 | 908 | 0.524 | 0.1047 | No |
| 8 | Ano1 | 1123 | 0.484 | 0.1099 | No |
| 9 | Cbr4 | 1616 | 0.435 | 0.1018 | No |
| 10 | Fuca1 | 1987 | 0.392 | 0.0976 | No |
| 11 | Apod | 2252 | 0.373 | 0.0974 | No |
| 12 | Trib1 | 2415 | 0.364 | 0.1013 | No |
| 13 | Car2 | 2584 | 0.353 | 0.1046 | No |
| 14 | Cxcl10 | 2797 | 0.335 | 0.1054 | No |
| 15 | H2bc3 | 2867 | 0.328 | 0.1122 | No |
| 16 | Trib2 | 3040 | 0.316 | 0.1143 | No |
| 17 | Akap12 | 3088 | 0.314 | 0.1215 | No |
| 18 | Ngf | 3092 | 0.313 | 0.1307 | No |
| 19 | Ets1 | 3216 | 0.305 | 0.1345 | No |
| 20 | Spry2 | 3230 | 0.304 | 0.1429 | No |
| 21 | Plau | 3251 | 0.303 | 0.1510 | No |
| 22 | Cfh | 3362 | 0.295 | 0.1550 | No |
| 23 | St6gal1 | 3621 | 0.287 | 0.1525 | No |
| 24 | Mafb | 4074 | 0.267 | 0.1411 | No |
| 25 | Etv1 | 4288 | 0.254 | 0.1396 | No |
| 26 | Mmp9 | 4292 | 0.254 | 0.1470 | No |
| 27 | Il33 | 4294 | 0.254 | 0.1544 | No |
| 28 | Itga2 | 4420 | 0.251 | 0.1565 | No |
| 29 | Adam8 | 4584 | 0.242 | 0.1567 | No |
| 30 | Itgbl1 | 4678 | 0.239 | 0.1598 | No |
| 31 | Tmem176a | 4852 | 0.231 | 0.1593 | No |
| 32 | Reln | 4887 | 0.230 | 0.1647 | No |
| 33 | Nr1h4 | 4970 | 0.225 | 0.1678 | No |
| 34 | Angptl4 | 5329 | 0.208 | 0.1587 | No |
| 35 | Il2rg | 5475 | 0.203 | 0.1585 | No |
| 36 | Akt2 | 5923 | 0.184 | 0.1449 | No |
| 37 | Slpi | 5967 | 0.182 | 0.1485 | No |
| 38 | Clec4a3 | 5972 | 0.182 | 0.1537 | No |
| 39 | Rbm4 | 6205 | 0.173 | 0.1490 | No |
| 40 | Prrx1 | 6258 | 0.171 | 0.1518 | No |
| 41 | Pdcd1lg2 | 6698 | 0.159 | 0.1378 | No |
| 42 | Plaur | 6892 | 0.152 | 0.1341 | No |
| 43 | Cfb | 6932 | 0.150 | 0.1368 | No |
| 44 | Aldh1a2 | 6977 | 0.150 | 0.1394 | No |
| 45 | Sema3b | 6979 | 0.150 | 0.1438 | No |
| 46 | Birc3 | 7180 | 0.141 | 0.1394 | No |
| 47 | Avl9 | 7267 | 0.138 | 0.1399 | No |
| 48 | Itgb2 | 7431 | 0.132 | 0.1368 | No |
| 49 | Cbx8 | 7573 | 0.128 | 0.1346 | No |
| 50 | Adgrl4 | 7579 | 0.128 | 0.1382 | No |
| 51 | Bpgm | 7984 | 0.115 | 0.1243 | No |
| 52 | Map3k1 | 8320 | 0.106 | 0.1132 | No |
| 53 | Tspan13 | 8416 | 0.103 | 0.1122 | No |
| 54 | Ccser2 | 8660 | 0.095 | 0.1047 | No |
| 55 | Ero1a | 8850 | 0.090 | 0.0993 | No |
| 56 | Csf2ra | 8904 | 0.088 | 0.0996 | No |
| 57 | Kcnn4 | 8993 | 0.086 | 0.0984 | No |
| 58 | Vwa5a | 9067 | 0.083 | 0.0978 | No |
| 59 | Gprc5b | 9173 | 0.081 | 0.0957 | No |
| 60 | Il7r | 9235 | 0.080 | 0.0954 | No |
| 61 | Irf8 | 9351 | 0.076 | 0.0928 | No |
| 62 | Tspan7 | 9528 | 0.072 | 0.0874 | No |
| 63 | Zfp639 | 9630 | 0.070 | 0.0852 | No |
| 64 | Zfp277 | 9680 | 0.068 | 0.0851 | No |
| 65 | Wdr33 | 9770 | 0.066 | 0.0832 | No |
| 66 | Emp1 | 9908 | 0.062 | 0.0792 | No |
| 67 | Ephb2 | 9942 | 0.061 | 0.0796 | No |
| 68 | Nin | 10027 | 0.059 | 0.0778 | No |
| 69 | Yrdc | 10201 | 0.054 | 0.0720 | No |
| 70 | Btbd3 | 10230 | 0.053 | 0.0724 | No |
| 71 | Ikzf1 | 10385 | 0.049 | 0.0673 | No |
| 72 | Ctss | 10583 | 0.045 | 0.0602 | No |
| 73 | Glrx | 10595 | 0.044 | 0.0610 | No |
| 74 | Aldh1a3 | 10765 | 0.039 | 0.0550 | No |
| 75 | Fcer1g | 10876 | 0.037 | 0.0514 | No |
| 76 | Cd37 | 10929 | 0.036 | 0.0502 | No |
| 77 | Atg10 | 11023 | 0.032 | 0.0472 | No |
| 78 | Tlr8 | 11056 | 0.032 | 0.0468 | No |
| 79 | Adgra2 | 11083 | 0.031 | 0.0466 | No |
| 80 | Sdccag8 | 11179 | 0.028 | 0.0434 | No |
| 81 | Hdac9 | 11188 | 0.028 | 0.0439 | No |
| 82 | Ank | 11194 | 0.028 | 0.0445 | No |
| 83 | Evi5 | 11471 | 0.021 | 0.0333 | No |
| 84 | Rabgap1l | 11484 | 0.021 | 0.0335 | No |
| 85 | Strn | 11503 | 0.020 | 0.0333 | No |
| 86 | Lat2 | 11511 | 0.020 | 0.0336 | No |
| 87 | F13a1 | 11605 | 0.018 | 0.0302 | No |
| 88 | Map7 | 11648 | 0.017 | 0.0289 | No |
| 89 | Cdadc1 | 11679 | 0.016 | 0.0280 | No |
| 90 | Satb1 | 11708 | 0.015 | 0.0273 | No |
| 91 | Inhba | 11756 | 0.014 | 0.0257 | No |
| 92 | Mmp11 | 11861 | 0.011 | 0.0216 | No |
| 93 | Cbl | 11867 | 0.011 | 0.0217 | No |
| 94 | Dcbld2 | 11881 | 0.011 | 0.0215 | No |
| 95 | Ptbp2 | 11919 | 0.010 | 0.0202 | No |
| 96 | Tmem158 | 11966 | 0.008 | 0.0185 | No |
| 97 | Plvap | 12028 | 0.007 | 0.0161 | No |
| 98 | Scg5 | 12048 | 0.007 | 0.0155 | No |
| 99 | Nrp1 | 12050 | 0.007 | 0.0157 | No |
| 100 | Il1b | 12347 | 0.000 | 0.0031 | No |
| 101 | Sparcl1 | 12355 | 0.000 | 0.0028 | No |
| 102 | Lcp1 | 12780 | -0.003 | -0.0152 | No |
| 103 | Klf4 | 12885 | -0.006 | -0.0195 | No |
| 104 | Ammecr1 | 12954 | -0.008 | -0.0222 | No |
| 105 | Adam17 | 13249 | -0.015 | -0.0342 | No |
| 106 | Tor1aip2 | 13417 | -0.019 | -0.0408 | No |
| 107 | Etv4 | 13754 | -0.028 | -0.0543 | No |
| 108 | Cpe | 14684 | -0.051 | -0.0924 | No |
| 109 | Usp12 | 14813 | -0.055 | -0.0962 | No |
| 110 | Epb41l3 | 15290 | -0.068 | -0.1145 | No |
| 111 | Galnt3 | 15504 | -0.072 | -0.1215 | No |
| 112 | Pecam1 | 15565 | -0.074 | -0.1218 | No |
| 113 | Pcp4 | 15667 | -0.076 | -0.1239 | No |
| 114 | Gypc | 15671 | -0.077 | -0.1218 | No |
| 115 | Fbxo4 | 15904 | -0.083 | -0.1292 | No |
| 116 | Tnfrsf1b | 15925 | -0.084 | -0.1276 | No |
| 117 | Gpnmb | 15955 | -0.085 | -0.1263 | No |
| 118 | Ptcd2 | 16125 | -0.090 | -0.1308 | No |
| 119 | Ace | 16262 | -0.093 | -0.1339 | No |
| 120 | Ccnd2 | 16577 | -0.101 | -0.1443 | No |
| 121 | Prelid3b | 16769 | -0.107 | -0.1492 | No |
| 122 | Cab39l | 16783 | -0.108 | -0.1466 | No |
| 123 | Psmb8 | 16940 | -0.113 | -0.1499 | No |
| 124 | Dock2 | 17002 | -0.115 | -0.1491 | No |
| 125 | Ppp1r15a | 17032 | -0.116 | -0.1469 | No |
| 126 | Tmem100 | 17115 | -0.119 | -0.1469 | No |
| 127 | Crot | 17167 | -0.120 | -0.1455 | No |
| 128 | Dnmbp | 17466 | -0.131 | -0.1543 | No |
| 129 | Prdm1 | 17574 | -0.134 | -0.1549 | No |
| 130 | Traf1 | 17597 | -0.134 | -0.1519 | No |
| 131 | Flt4 | 17714 | -0.138 | -0.1528 | No |
| 132 | Tmem176b | 17745 | -0.139 | -0.1499 | No |
| 133 | Il1rl2 | 17798 | -0.141 | -0.1480 | No |
| 134 | Scg3 | 17807 | -0.141 | -0.1442 | No |
| 135 | Mmd | 17820 | -0.141 | -0.1405 | No |
| 136 | Tspan1 | 17840 | -0.142 | -0.1371 | No |
| 137 | Hsd11b1 | 17960 | -0.146 | -0.1378 | No |
| 138 | Map4k1 | 18143 | -0.153 | -0.1411 | No |
| 139 | Gng11 | 18257 | -0.157 | -0.1412 | No |
| 140 | Arg1 | 18374 | -0.161 | -0.1414 | No |
| 141 | Laptm5 | 18389 | -0.162 | -0.1372 | No |
| 142 | Nr0b2 | 18573 | -0.170 | -0.1399 | No |
| 143 | Eng | 19330 | -0.203 | -0.1662 | No |
| 144 | Gadd45g | 19455 | -0.210 | -0.1652 | No |
| 145 | Ptgs2 | 19582 | -0.214 | -0.1643 | No |
| 146 | Cxcr4 | 19674 | -0.218 | -0.1617 | No |
| 147 | Abcb1a | 19998 | -0.229 | -0.1687 | No |
| 148 | Tfpi | 19999 | -0.229 | -0.1619 | No |
| 149 | Snap91 | 20451 | -0.256 | -0.1736 | Yes |
| 150 | Spp1 | 20486 | -0.257 | -0.1674 | Yes |
| 151 | Il10ra | 20682 | -0.266 | -0.1679 | Yes |
| 152 | Mycn | 20780 | -0.273 | -0.1640 | Yes |
| 153 | Scn1b | 20887 | -0.280 | -0.1602 | Yes |
| 154 | Gucy1a1 | 21036 | -0.286 | -0.1580 | Yes |
| 155 | Jup | 21049 | -0.287 | -0.1501 | Yes |
| 156 | Plek2 | 21102 | -0.291 | -0.1437 | Yes |
| 157 | Anxa10 | 21165 | -0.297 | -0.1375 | Yes |
| 158 | Hbegf | 21404 | -0.311 | -0.1385 | Yes |
| 159 | Cmklr1 | 21718 | -0.329 | -0.1421 | Yes |
| 160 | Etv5 | 22007 | -0.355 | -0.1439 | Yes |
| 161 | Fgf9 | 22247 | -0.381 | -0.1428 | Yes |
| 162 | Kif5c | 22272 | -0.382 | -0.1325 | Yes |
| 163 | Ptprr | 22395 | -0.398 | -0.1259 | Yes |
| 164 | Wnt7a | 22428 | -0.403 | -0.1154 | Yes |
| 165 | Ppbp | 22457 | -0.406 | -0.1045 | Yes |
| 166 | Rgs16 | 22505 | -0.415 | -0.0942 | Yes |
| 167 | G0s2 | 22532 | -0.420 | -0.0829 | Yes |
| 168 | Gabra3 | 22990 | -0.492 | -0.0878 | Yes |
| 169 | Gfpt2 | 23157 | -0.521 | -0.0795 | Yes |
| 170 | Hkdc1 | 23241 | -0.550 | -0.0668 | Yes |
| 171 | Id2 | 23263 | -0.556 | -0.0512 | Yes |
| 172 | Spon1 | 23525 | -0.700 | -0.0416 | Yes |
| 173 | Cidea | 23536 | -0.716 | -0.0209 | Yes |
| 174 | Prkg2 | 23584 | -0.830 | 0.0017 | Yes |

