| Dataset | CMP.CMP_Pheno.cls#Group3_versus_Group4.CMP_Pheno.cls#Group3_versus_Group4_repos |
| Phenotype | CMP_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.25910228 |
| Normalized Enrichment Score (NES) | 1.0387633 |
| Nominal p-value | 0.33723196 |
| FDR q-value | 0.9940391 |
| FWER p-Value | 0.965 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Id2 | 48 | 0.955 | 0.0275 | Yes |
| 2 | Efemp2 | 256 | 0.701 | 0.0390 | Yes |
| 3 | Tnfaip3 | 295 | 0.676 | 0.0583 | Yes |
| 4 | Eno2 | 393 | 0.634 | 0.0732 | Yes |
| 5 | Plaur | 493 | 0.600 | 0.0870 | Yes |
| 6 | Gadd45a | 601 | 0.571 | 0.0995 | Yes |
| 7 | Mest | 682 | 0.549 | 0.1127 | Yes |
| 8 | Lamc1 | 721 | 0.539 | 0.1276 | Yes |
| 9 | Ecm1 | 794 | 0.525 | 0.1404 | Yes |
| 10 | Sfrp4 | 887 | 0.507 | 0.1517 | Yes |
| 11 | Col7a1 | 968 | 0.490 | 0.1630 | Yes |
| 12 | Bgn | 998 | 0.487 | 0.1768 | Yes |
| 13 | Gpc1 | 1445 | 0.428 | 0.1675 | Yes |
| 14 | Gem | 1535 | 0.418 | 0.1761 | Yes |
| 15 | Slc6a8 | 1596 | 0.413 | 0.1860 | Yes |
| 16 | Fbn2 | 1621 | 0.410 | 0.1976 | Yes |
| 17 | Sfrp1 | 1641 | 0.407 | 0.2094 | Yes |
| 18 | Pvr | 1679 | 0.400 | 0.2201 | Yes |
| 19 | Fn1 | 1694 | 0.398 | 0.2319 | Yes |
| 20 | Cdh2 | 1854 | 0.381 | 0.2358 | Yes |
| 21 | Fas | 2043 | 0.365 | 0.2376 | Yes |
| 22 | Fbln1 | 2187 | 0.353 | 0.2414 | Yes |
| 23 | Cald1 | 2295 | 0.341 | 0.2466 | Yes |
| 24 | Lama3 | 2625 | 0.318 | 0.2399 | Yes |
| 25 | Slit3 | 2789 | 0.304 | 0.2411 | Yes |
| 26 | Lgals1 | 3134 | 0.276 | 0.2323 | Yes |
| 27 | Tpm4 | 3181 | 0.273 | 0.2385 | Yes |
| 28 | Mylk | 3205 | 0.271 | 0.2458 | Yes |
| 29 | Thy1 | 3246 | 0.268 | 0.2522 | Yes |
| 30 | Pfn2 | 3276 | 0.267 | 0.2591 | Yes |
| 31 | Cdh11 | 3631 | 0.245 | 0.2488 | No |
| 32 | Serpine2 | 3830 | 0.237 | 0.2461 | No |
| 33 | Gja1 | 4161 | 0.218 | 0.2361 | No |
| 34 | Col1a2 | 4208 | 0.215 | 0.2406 | No |
| 35 | Tnc | 4346 | 0.208 | 0.2401 | No |
| 36 | Qsox1 | 4396 | 0.207 | 0.2441 | No |
| 37 | Serpinh1 | 4554 | 0.198 | 0.2423 | No |
| 38 | Itgb5 | 4727 | 0.190 | 0.2395 | No |
| 39 | Vim | 4771 | 0.187 | 0.2432 | No |
| 40 | Wipf1 | 5096 | 0.171 | 0.2321 | No |
| 41 | Colgalt1 | 5233 | 0.166 | 0.2303 | No |
| 42 | Matn2 | 5310 | 0.163 | 0.2316 | No |
| 43 | Dcn | 5382 | 0.160 | 0.2330 | No |
| 44 | Vegfc | 5383 | 0.160 | 0.2380 | No |
| 45 | Adam12 | 5736 | 0.145 | 0.2246 | No |
| 46 | Pcolce | 5796 | 0.142 | 0.2261 | No |
| 47 | Col12a1 | 6079 | 0.134 | 0.2160 | No |
| 48 | Itgb3 | 6150 | 0.132 | 0.2165 | No |
| 49 | Jun | 6492 | 0.118 | 0.2029 | No |
| 50 | Capg | 6568 | 0.115 | 0.2027 | No |
| 51 | Spock1 | 6573 | 0.115 | 0.2061 | No |
| 52 | Col16a1 | 6659 | 0.112 | 0.2053 | No |
| 53 | Dab2 | 7064 | 0.097 | 0.1877 | No |
| 54 | Magee1 | 7225 | 0.091 | 0.1825 | No |
| 55 | Ecm2 | 7585 | 0.079 | 0.1666 | No |
| 56 | Tgfb1 | 7717 | 0.074 | 0.1623 | No |
| 57 | Col5a1 | 7718 | 0.074 | 0.1646 | No |
| 58 | Sntb1 | 7784 | 0.071 | 0.1635 | No |
| 59 | Tpm2 | 7799 | 0.071 | 0.1650 | No |
| 60 | Fzd8 | 7802 | 0.071 | 0.1671 | No |
| 61 | Flna | 7926 | 0.067 | 0.1630 | No |
| 62 | Sdc1 | 8273 | 0.056 | 0.1471 | No |
| 63 | Notch2 | 8454 | 0.049 | 0.1395 | No |
| 64 | Itga5 | 8497 | 0.048 | 0.1388 | No |
| 65 | Calu | 8587 | 0.045 | 0.1357 | No |
| 66 | Gpx7 | 8710 | 0.041 | 0.1308 | No |
| 67 | Col4a2 | 8771 | 0.039 | 0.1289 | No |
| 68 | Tgfbr3 | 8802 | 0.038 | 0.1286 | No |
| 69 | Igfbp4 | 8859 | 0.036 | 0.1269 | No |
| 70 | Lama2 | 9114 | 0.027 | 0.1148 | No |
| 71 | Ntm | 9257 | 0.022 | 0.1082 | No |
| 72 | Vegfa | 9466 | 0.016 | 0.0981 | No |
| 73 | Fuca1 | 9501 | 0.015 | 0.0969 | No |
| 74 | Col5a2 | 9535 | 0.014 | 0.0956 | No |
| 75 | Sgcd | 9775 | 0.006 | 0.0836 | No |
| 76 | Glipr1 | 9804 | 0.005 | 0.0824 | No |
| 77 | Mmp14 | 10277 | -0.006 | 0.0585 | No |
| 78 | Gadd45b | 10285 | -0.006 | 0.0584 | No |
| 79 | Fstl3 | 10409 | -0.010 | 0.0524 | No |
| 80 | Pdlim4 | 10596 | -0.016 | 0.0435 | No |
| 81 | Fstl1 | 10945 | -0.027 | 0.0266 | No |
| 82 | Bmp1 | 11344 | -0.039 | 0.0075 | No |
| 83 | Plod2 | 11367 | -0.040 | 0.0077 | No |
| 84 | Edil3 | 11396 | -0.041 | 0.0075 | No |
| 85 | Tagln | 11438 | -0.042 | 0.0067 | No |
| 86 | Col4a1 | 11492 | -0.044 | 0.0054 | No |
| 87 | Mcm7 | 11890 | -0.057 | -0.0130 | No |
| 88 | Cd44 | 12090 | -0.063 | -0.0212 | No |
| 89 | Emp3 | 12162 | -0.066 | -0.0227 | No |
| 90 | Dpysl3 | 12294 | -0.070 | -0.0272 | No |
| 91 | Il6 | 12296 | -0.070 | -0.0251 | No |
| 92 | Loxl1 | 12298 | -0.070 | -0.0229 | No |
| 93 | Plod3 | 12851 | -0.085 | -0.0484 | No |
| 94 | Itgav | 13107 | -0.095 | -0.0584 | No |
| 95 | Basp1 | 13113 | -0.095 | -0.0557 | No |
| 96 | Dst | 13119 | -0.095 | -0.0529 | No |
| 97 | Sgcb | 13514 | -0.110 | -0.0695 | No |
| 98 | Tpm1 | 13759 | -0.119 | -0.0782 | No |
| 99 | Anpep | 13887 | -0.124 | -0.0808 | No |
| 100 | Lama1 | 14007 | -0.128 | -0.0829 | No |
| 101 | Copa | 14069 | -0.131 | -0.0819 | No |
| 102 | Pmepa1 | 14081 | -0.131 | -0.0783 | No |
| 103 | Plod1 | 14229 | -0.137 | -0.0815 | No |
| 104 | Comp | 14625 | -0.153 | -0.0968 | No |
| 105 | Itgb1 | 14660 | -0.155 | -0.0936 | No |
| 106 | Col5a3 | 15000 | -0.171 | -0.1056 | No |
| 107 | Col1a1 | 15045 | -0.172 | -0.1024 | No |
| 108 | Pdgfrb | 15155 | -0.173 | -0.1025 | No |
| 109 | Ppib | 15161 | -0.174 | -0.0973 | No |
| 110 | Il15 | 15203 | -0.175 | -0.0939 | No |
| 111 | Inhba | 15391 | -0.183 | -0.0977 | No |
| 112 | P3h1 | 15691 | -0.197 | -0.1067 | No |
| 113 | Sat1 | 15711 | -0.198 | -0.1015 | No |
| 114 | Sparc | 15788 | -0.202 | -0.0990 | No |
| 115 | Cap2 | 15987 | -0.213 | -0.1024 | No |
| 116 | Fap | 16116 | -0.220 | -0.1020 | No |
| 117 | Nt5e | 16314 | -0.230 | -0.1048 | No |
| 118 | Lrp1 | 16612 | -0.247 | -0.1122 | No |
| 119 | Tnfrsf12a | 16699 | -0.253 | -0.1087 | No |
| 120 | Timp3 | 16814 | -0.260 | -0.1063 | No |
| 121 | Thbs1 | 16889 | -0.265 | -0.1018 | No |
| 122 | Rhob | 17067 | -0.276 | -0.1021 | No |
| 123 | Postn | 17126 | -0.280 | -0.0963 | No |
| 124 | Vcam1 | 18078 | -0.355 | -0.1335 | No |
| 125 | Nid2 | 18096 | -0.357 | -0.1232 | No |
| 126 | Tfpi2 | 18318 | -0.382 | -0.1225 | No |
| 127 | Itga2 | 18645 | -0.417 | -0.1260 | No |
| 128 | Mmp2 | 18797 | -0.438 | -0.1199 | No |
| 129 | Vcan | 18800 | -0.439 | -0.1062 | No |
| 130 | Cadm1 | 18842 | -0.447 | -0.0943 | No |
| 131 | Fbn1 | 18919 | -0.457 | -0.0838 | No |
| 132 | Thbs2 | 18981 | -0.471 | -0.0722 | No |
| 133 | Abi3bp | 19019 | -0.477 | -0.0591 | No |
| 134 | Tgfbi | 19183 | -0.512 | -0.0513 | No |
| 135 | Fgf2 | 19493 | -0.611 | -0.0479 | No |
| 136 | Tgm2 | 19533 | -0.633 | -0.0300 | No |
| 137 | Spp1 | 19568 | -0.657 | -0.0111 | No |
| 138 | Slit2 | 19603 | -0.681 | 0.0086 | No |

