| Dataset | MEP.MEP.mega_Pheno.cls #Group6_versus_Group8.MEP.mega_Pheno.cls #Group6_versus_Group8_repos |
| Phenotype | MEP.mega_Pheno.cls#Group6_versus_Group8_repos |
| Upregulated in class | 4 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.28006485 |
| Normalized Enrichment Score (NES) | 1.1956029 |
| Nominal p-value | 0.09751434 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.937 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Serpinh1 | 15 | 1.083 | 0.0273 | Yes |
| 2 | Gem | 97 | 0.825 | 0.0444 | Yes |
| 3 | Fstl3 | 117 | 0.801 | 0.0641 | Yes |
| 4 | Thbs1 | 134 | 0.783 | 0.0836 | Yes |
| 5 | Mmp2 | 152 | 0.763 | 0.1024 | Yes |
| 6 | Tnfrsf12a | 480 | 0.597 | 0.1008 | Yes |
| 7 | Ecm2 | 515 | 0.584 | 0.1141 | Yes |
| 8 | Pdgfrb | 597 | 0.561 | 0.1244 | Yes |
| 9 | Tagln | 880 | 0.508 | 0.1229 | Yes |
| 10 | Vegfc | 944 | 0.496 | 0.1324 | Yes |
| 11 | Col16a1 | 1042 | 0.479 | 0.1397 | Yes |
| 12 | Gadd45b | 1050 | 0.476 | 0.1517 | Yes |
| 13 | Calu | 1070 | 0.473 | 0.1630 | Yes |
| 14 | Ecm1 | 1143 | 0.460 | 0.1711 | Yes |
| 15 | Tfpi2 | 1153 | 0.458 | 0.1825 | Yes |
| 16 | Myl9 | 1233 | 0.445 | 0.1899 | Yes |
| 17 | Fbn1 | 1237 | 0.444 | 0.2012 | Yes |
| 18 | Magee1 | 1257 | 0.442 | 0.2117 | Yes |
| 19 | Plod3 | 1310 | 0.435 | 0.2202 | Yes |
| 20 | Sfrp1 | 1459 | 0.417 | 0.2233 | Yes |
| 21 | Cdh2 | 1550 | 0.404 | 0.2290 | Yes |
| 22 | Tpm4 | 1660 | 0.393 | 0.2335 | Yes |
| 23 | Gja1 | 1720 | 0.389 | 0.2405 | Yes |
| 24 | Fermt2 | 1734 | 0.389 | 0.2499 | Yes |
| 25 | Adam12 | 1965 | 0.374 | 0.2476 | Yes |
| 26 | Flna | 2414 | 0.332 | 0.2328 | Yes |
| 27 | Slc6a8 | 2447 | 0.330 | 0.2397 | Yes |
| 28 | Fzd8 | 2632 | 0.315 | 0.2382 | Yes |
| 29 | Lgals1 | 2642 | 0.314 | 0.2459 | Yes |
| 30 | Col7a1 | 2792 | 0.301 | 0.2459 | Yes |
| 31 | Pvr | 2971 | 0.288 | 0.2440 | Yes |
| 32 | Col4a1 | 3033 | 0.284 | 0.2482 | Yes |
| 33 | Il15 | 3046 | 0.283 | 0.2549 | Yes |
| 34 | Cdh11 | 3135 | 0.277 | 0.2575 | Yes |
| 35 | Tpm2 | 3147 | 0.276 | 0.2640 | Yes |
| 36 | Pcolce | 3173 | 0.274 | 0.2698 | Yes |
| 37 | Lama3 | 3177 | 0.274 | 0.2768 | Yes |
| 38 | Vcam1 | 3250 | 0.272 | 0.2801 | Yes |
| 39 | Sntb1 | 3488 | 0.259 | 0.2744 | No |
| 40 | Thbs2 | 3930 | 0.234 | 0.2574 | No |
| 41 | Spock1 | 4152 | 0.221 | 0.2516 | No |
| 42 | Notch2 | 4398 | 0.211 | 0.2443 | No |
| 43 | P3h1 | 4597 | 0.203 | 0.2392 | No |
| 44 | Timp3 | 4749 | 0.197 | 0.2365 | No |
| 45 | Mylk | 4766 | 0.197 | 0.2407 | No |
| 46 | Wipf1 | 4771 | 0.196 | 0.2456 | No |
| 47 | Sdc1 | 4918 | 0.189 | 0.2428 | No |
| 48 | Abi3bp | 4971 | 0.186 | 0.2449 | No |
| 49 | Comp | 5015 | 0.184 | 0.2475 | No |
| 50 | Bmp1 | 5065 | 0.181 | 0.2496 | No |
| 51 | Lama2 | 5069 | 0.181 | 0.2541 | No |
| 52 | Copa | 5196 | 0.176 | 0.2521 | No |
| 53 | Col4a2 | 5341 | 0.170 | 0.2490 | No |
| 54 | Jun | 5393 | 0.167 | 0.2506 | No |
| 55 | Sat1 | 5517 | 0.162 | 0.2484 | No |
| 56 | Slit3 | 5713 | 0.153 | 0.2422 | No |
| 57 | Itgb3 | 5787 | 0.149 | 0.2422 | No |
| 58 | Vegfa | 5815 | 0.148 | 0.2447 | No |
| 59 | Edil3 | 5826 | 0.147 | 0.2480 | No |
| 60 | Tgm2 | 6037 | 0.140 | 0.2406 | No |
| 61 | Itgb5 | 6219 | 0.132 | 0.2346 | No |
| 62 | Itgav | 7124 | 0.096 | 0.1899 | No |
| 63 | Slit2 | 7126 | 0.096 | 0.1924 | No |
| 64 | Id2 | 7139 | 0.096 | 0.1942 | No |
| 65 | Dcn | 7277 | 0.090 | 0.1894 | No |
| 66 | Cald1 | 7387 | 0.087 | 0.1860 | No |
| 67 | Itga5 | 8374 | 0.048 | 0.1358 | No |
| 68 | Lrp1 | 8689 | 0.036 | 0.1203 | No |
| 69 | Plod1 | 8710 | 0.035 | 0.1202 | No |
| 70 | Tpm1 | 9257 | 0.016 | 0.0921 | No |
| 71 | Sgcd | 9324 | 0.013 | 0.0890 | No |
| 72 | Lamc1 | 9442 | 0.009 | 0.0832 | No |
| 73 | Fbn2 | 9920 | -0.000 | 0.0583 | No |
| 74 | Itgb1 | 9942 | -0.001 | 0.0572 | No |
| 75 | Fgf2 | 10086 | -0.006 | 0.0499 | No |
| 76 | Eno2 | 11142 | -0.044 | -0.0039 | No |
| 77 | Pfn2 | 11191 | -0.045 | -0.0053 | No |
| 78 | Rhob | 11279 | -0.048 | -0.0086 | No |
| 79 | Fap | 11282 | -0.048 | -0.0074 | No |
| 80 | Dst | 11336 | -0.050 | -0.0089 | No |
| 81 | Cd44 | 11601 | -0.059 | -0.0211 | No |
| 82 | Plod2 | 11684 | -0.062 | -0.0238 | No |
| 83 | Lama1 | 12069 | -0.077 | -0.0418 | No |
| 84 | Pmp22 | 12149 | -0.080 | -0.0439 | No |
| 85 | Igfbp4 | 12215 | -0.083 | -0.0452 | No |
| 86 | Tgfbr3 | 12235 | -0.083 | -0.0440 | No |
| 87 | Cxcl5 | 12608 | -0.099 | -0.0608 | No |
| 88 | Gadd45a | 12757 | -0.106 | -0.0658 | No |
| 89 | Fstl1 | 12785 | -0.107 | -0.0644 | No |
| 90 | Vim | 12967 | -0.115 | -0.0709 | No |
| 91 | Sparc | 13052 | -0.119 | -0.0722 | No |
| 92 | Vcan | 13054 | -0.119 | -0.0692 | No |
| 93 | Dab2 | 13249 | -0.126 | -0.0761 | No |
| 94 | Sfrp4 | 13295 | -0.129 | -0.0751 | No |
| 95 | Gpc1 | 13353 | -0.131 | -0.0747 | No |
| 96 | Tgfbi | 13354 | -0.131 | -0.0713 | No |
| 97 | Thy1 | 13788 | -0.152 | -0.0899 | No |
| 98 | Efemp2 | 14042 | -0.163 | -0.0989 | No |
| 99 | Col11a1 | 14117 | -0.167 | -0.0984 | No |
| 100 | Qsox1 | 14437 | -0.180 | -0.1104 | No |
| 101 | Colgalt1 | 14554 | -0.186 | -0.1117 | No |
| 102 | Gpx7 | 14623 | -0.189 | -0.1103 | No |
| 103 | Tgfb1 | 14662 | -0.191 | -0.1074 | No |
| 104 | Bgn | 14705 | -0.193 | -0.1046 | No |
| 105 | Anpep | 14764 | -0.196 | -0.1025 | No |
| 106 | Mmp14 | 15095 | -0.214 | -0.1142 | No |
| 107 | Mest | 15202 | -0.220 | -0.1140 | No |
| 108 | Ppib | 15549 | -0.235 | -0.1260 | No |
| 109 | Fbln1 | 15563 | -0.235 | -0.1206 | No |
| 110 | Sgcb | 15729 | -0.246 | -0.1228 | No |
| 111 | Basp1 | 16015 | -0.262 | -0.1309 | No |
| 112 | Col1a1 | 16099 | -0.267 | -0.1283 | No |
| 113 | Fuca1 | 16161 | -0.271 | -0.1245 | No |
| 114 | Mcm7 | 16165 | -0.271 | -0.1176 | No |
| 115 | Nid2 | 16181 | -0.272 | -0.1113 | No |
| 116 | Fas | 16265 | -0.277 | -0.1085 | No |
| 117 | Loxl1 | 16547 | -0.296 | -0.1155 | No |
| 118 | Matn2 | 16624 | -0.301 | -0.1117 | No |
| 119 | Cadm1 | 17230 | -0.343 | -0.1344 | No |
| 120 | Capg | 17553 | -0.372 | -0.1415 | No |
| 121 | Serpine2 | 17835 | -0.403 | -0.1457 | No |
| 122 | Itga2 | 17871 | -0.408 | -0.1370 | No |
| 123 | Pmepa1 | 17962 | -0.417 | -0.1309 | No |
| 124 | Cap2 | 18108 | -0.438 | -0.1271 | No |
| 125 | Emp3 | 18749 | -0.540 | -0.1465 | No |
| 126 | Nt5e | 18786 | -0.550 | -0.1342 | No |
| 127 | Col1a2 | 18824 | -0.561 | -0.1216 | No |
| 128 | Fn1 | 18850 | -0.567 | -0.1082 | No |
| 129 | Tnfaip3 | 18920 | -0.590 | -0.0966 | No |
| 130 | Glipr1 | 18951 | -0.601 | -0.0826 | No |
| 131 | Il6 | 19192 | -0.741 | -0.0759 | No |
| 132 | Ntm | 19254 | -0.829 | -0.0576 | No |
| 133 | Col5a1 | 19298 | -1.090 | -0.0317 | No |
| 134 | Plaur | 19305 | -1.241 | 0.0001 | No |

