| Dataset | CMP.CMP_Pheno.cls#Group2_versus_Group4.CMP_Pheno.cls#Group2_versus_Group4_repos |
| Phenotype | CMP_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.2510474 |
| Normalized Enrichment Score (NES) | 1.0519695 |
| Nominal p-value | 0.34302327 |
| FDR q-value | 0.5667347 |
| FWER p-Value | 0.942 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Col12a1 | 54 | 0.946 | 0.0225 | Yes |
| 2 | Nt5e | 133 | 0.816 | 0.0404 | Yes |
| 3 | Dpysl3 | 252 | 0.725 | 0.0538 | Yes |
| 4 | Col4a2 | 292 | 0.708 | 0.0707 | Yes |
| 5 | Col4a1 | 567 | 0.607 | 0.0729 | Yes |
| 6 | Lamc1 | 614 | 0.595 | 0.0865 | Yes |
| 7 | Calu | 659 | 0.583 | 0.0998 | Yes |
| 8 | Dst | 662 | 0.583 | 0.1153 | Yes |
| 9 | Mest | 667 | 0.582 | 0.1306 | Yes |
| 10 | Id2 | 722 | 0.568 | 0.1431 | Yes |
| 11 | Efemp2 | 903 | 0.536 | 0.1482 | Yes |
| 12 | Fbln1 | 1075 | 0.504 | 0.1530 | Yes |
| 13 | Slc6a8 | 1137 | 0.497 | 0.1632 | Yes |
| 14 | Sfrp4 | 1142 | 0.496 | 0.1762 | Yes |
| 15 | Cdh2 | 1232 | 0.485 | 0.1847 | Yes |
| 16 | Tnfaip3 | 1410 | 0.464 | 0.1880 | Yes |
| 17 | Gja1 | 1506 | 0.454 | 0.1953 | Yes |
| 18 | Fas | 1619 | 0.442 | 0.2014 | Yes |
| 19 | Mylk | 1821 | 0.419 | 0.2024 | Yes |
| 20 | Plaur | 1996 | 0.401 | 0.2043 | Yes |
| 21 | Cdh11 | 2189 | 0.381 | 0.2047 | Yes |
| 22 | Fn1 | 2629 | 0.349 | 0.1916 | Yes |
| 23 | Col5a1 | 2792 | 0.338 | 0.1924 | Yes |
| 24 | Tgfbr3 | 2835 | 0.335 | 0.1992 | Yes |
| 25 | Thy1 | 3087 | 0.319 | 0.1950 | Yes |
| 26 | Vim | 3287 | 0.304 | 0.1930 | Yes |
| 27 | Basp1 | 3336 | 0.300 | 0.1985 | Yes |
| 28 | Mcm7 | 3346 | 0.299 | 0.2061 | Yes |
| 29 | Comp | 3489 | 0.291 | 0.2066 | Yes |
| 30 | Itgb1 | 3522 | 0.289 | 0.2127 | Yes |
| 31 | Fbn2 | 3574 | 0.286 | 0.2178 | Yes |
| 32 | Fstl1 | 3750 | 0.277 | 0.2163 | Yes |
| 33 | Qsox1 | 3795 | 0.274 | 0.2213 | Yes |
| 34 | Col16a1 | 3924 | 0.266 | 0.2219 | Yes |
| 35 | Fzd8 | 4047 | 0.258 | 0.2226 | Yes |
| 36 | Gpx7 | 4099 | 0.253 | 0.2268 | Yes |
| 37 | Tpm4 | 4152 | 0.250 | 0.2308 | Yes |
| 38 | Copa | 4238 | 0.244 | 0.2330 | Yes |
| 39 | Vegfa | 4396 | 0.235 | 0.2313 | Yes |
| 40 | Mmp14 | 4533 | 0.227 | 0.2304 | Yes |
| 41 | Dab2 | 4551 | 0.226 | 0.2356 | Yes |
| 42 | Col7a1 | 4589 | 0.224 | 0.2397 | Yes |
| 43 | Magee1 | 4657 | 0.221 | 0.2422 | Yes |
| 44 | Ecm2 | 4672 | 0.220 | 0.2474 | Yes |
| 45 | Gpc1 | 4734 | 0.216 | 0.2501 | Yes |
| 46 | Adam12 | 4926 | 0.206 | 0.2458 | Yes |
| 47 | Sgcb | 4932 | 0.205 | 0.2510 | Yes |
| 48 | Cald1 | 5196 | 0.191 | 0.2428 | No |
| 49 | Tnc | 5234 | 0.189 | 0.2459 | No |
| 50 | Eno2 | 5707 | 0.168 | 0.2264 | No |
| 51 | Sfrp1 | 5798 | 0.165 | 0.2262 | No |
| 52 | Loxl1 | 5799 | 0.165 | 0.2306 | No |
| 53 | Gadd45a | 6046 | 0.153 | 0.2222 | No |
| 54 | Notch2 | 6107 | 0.149 | 0.2231 | No |
| 55 | Lgals1 | 6388 | 0.136 | 0.2125 | No |
| 56 | Fap | 6460 | 0.133 | 0.2124 | No |
| 57 | Col5a3 | 6538 | 0.130 | 0.2120 | No |
| 58 | Lama1 | 6581 | 0.128 | 0.2133 | No |
| 59 | Plod1 | 6801 | 0.117 | 0.2052 | No |
| 60 | Ecm1 | 6905 | 0.112 | 0.2030 | No |
| 61 | Pfn2 | 7217 | 0.097 | 0.1897 | No |
| 62 | Mmp2 | 7335 | 0.091 | 0.1862 | No |
| 63 | Fbn1 | 7407 | 0.089 | 0.1850 | No |
| 64 | Flna | 7439 | 0.087 | 0.1857 | No |
| 65 | Timp3 | 7535 | 0.083 | 0.1831 | No |
| 66 | Tnfrsf12a | 8104 | 0.058 | 0.1557 | No |
| 67 | Itga5 | 8133 | 0.056 | 0.1558 | No |
| 68 | Slit3 | 8754 | 0.029 | 0.1250 | No |
| 69 | Sdc1 | 8758 | 0.029 | 0.1256 | No |
| 70 | Serpinh1 | 9061 | 0.017 | 0.1106 | No |
| 71 | Jun | 9351 | 0.005 | 0.0961 | No |
| 72 | Dcn | 9358 | 0.005 | 0.0959 | No |
| 73 | Tpm2 | 9426 | 0.002 | 0.0925 | No |
| 74 | Bgn | 9743 | -0.008 | 0.0767 | No |
| 75 | Col1a2 | 9890 | -0.014 | 0.0696 | No |
| 76 | Lrp1 | 10126 | -0.024 | 0.0583 | No |
| 77 | Fstl3 | 10261 | -0.030 | 0.0522 | No |
| 78 | Itgb3 | 10415 | -0.037 | 0.0454 | No |
| 79 | Colgalt1 | 10585 | -0.044 | 0.0380 | No |
| 80 | Pdlim4 | 10660 | -0.046 | 0.0354 | No |
| 81 | Postn | 10851 | -0.054 | 0.0272 | No |
| 82 | Matn2 | 11015 | -0.062 | 0.0206 | No |
| 83 | Wipf1 | 11041 | -0.063 | 0.0210 | No |
| 84 | Sat1 | 11437 | -0.077 | 0.0029 | No |
| 85 | Col5a2 | 11566 | -0.083 | -0.0014 | No |
| 86 | Pcolce | 11615 | -0.085 | -0.0016 | No |
| 87 | Sgcd | 11838 | -0.094 | -0.0104 | No |
| 88 | Gadd45b | 11852 | -0.095 | -0.0085 | No |
| 89 | Tfpi2 | 11956 | -0.099 | -0.0111 | No |
| 90 | Thbs2 | 12025 | -0.103 | -0.0118 | No |
| 91 | Nid2 | 12126 | -0.108 | -0.0140 | No |
| 92 | Tgfbi | 12188 | -0.110 | -0.0142 | No |
| 93 | Ppib | 12214 | -0.111 | -0.0125 | No |
| 94 | Serpine2 | 12302 | -0.115 | -0.0138 | No |
| 95 | Edil3 | 12404 | -0.119 | -0.0158 | No |
| 96 | Plod2 | 12437 | -0.121 | -0.0142 | No |
| 97 | Cd44 | 12556 | -0.126 | -0.0169 | No |
| 98 | Tpm1 | 12606 | -0.128 | -0.0159 | No |
| 99 | Slit2 | 12633 | -0.129 | -0.0138 | No |
| 100 | Inhba | 12770 | -0.135 | -0.0171 | No |
| 101 | Sparc | 12976 | -0.145 | -0.0237 | No |
| 102 | Gem | 13019 | -0.146 | -0.0219 | No |
| 103 | Rhob | 13081 | -0.148 | -0.0211 | No |
| 104 | Col1a1 | 13594 | -0.172 | -0.0425 | No |
| 105 | Il6 | 13602 | -0.172 | -0.0383 | No |
| 106 | Capg | 13706 | -0.175 | -0.0389 | No |
| 107 | Cap2 | 13868 | -0.183 | -0.0422 | No |
| 108 | Thbs1 | 14353 | -0.205 | -0.0614 | No |
| 109 | Tgm2 | 14360 | -0.205 | -0.0562 | No |
| 110 | Ntm | 15019 | -0.238 | -0.0833 | No |
| 111 | Vcam1 | 15126 | -0.243 | -0.0822 | No |
| 112 | Tgfb1 | 15770 | -0.277 | -0.1076 | No |
| 113 | Spock1 | 15831 | -0.280 | -0.1032 | No |
| 114 | Sntb1 | 15913 | -0.284 | -0.0997 | No |
| 115 | Tagln | 15938 | -0.286 | -0.0933 | No |
| 116 | Lama2 | 15999 | -0.290 | -0.0886 | No |
| 117 | Itgb5 | 16117 | -0.297 | -0.0866 | No |
| 118 | Plod3 | 16160 | -0.299 | -0.0808 | No |
| 119 | Itgav | 16247 | -0.305 | -0.0770 | No |
| 120 | Igfbp4 | 16408 | -0.315 | -0.0767 | No |
| 121 | Itga2 | 16821 | -0.343 | -0.0885 | No |
| 122 | Anpep | 17063 | -0.361 | -0.0912 | No |
| 123 | P3h1 | 17202 | -0.370 | -0.0883 | No |
| 124 | Pvr | 17448 | -0.388 | -0.0904 | No |
| 125 | Vcan | 17613 | -0.400 | -0.0881 | No |
| 126 | Vegfc | 18068 | -0.445 | -0.0993 | No |
| 127 | Pmepa1 | 18121 | -0.449 | -0.0900 | No |
| 128 | Cadm1 | 18178 | -0.455 | -0.0806 | No |
| 129 | Lama3 | 18199 | -0.458 | -0.0694 | No |
| 130 | Fgf2 | 18221 | -0.461 | -0.0582 | No |
| 131 | Emp3 | 18306 | -0.472 | -0.0498 | No |
| 132 | Fuca1 | 18573 | -0.508 | -0.0498 | No |
| 133 | Spp1 | 18722 | -0.529 | -0.0432 | No |
| 134 | Il15 | 19169 | -0.616 | -0.0494 | No |
| 135 | Bmp1 | 19349 | -0.675 | -0.0405 | No |
| 136 | Pdgfrb | 19368 | -0.681 | -0.0232 | No |
| 137 | Glipr1 | 19497 | -0.733 | -0.0102 | No |
| 138 | Abi3bp | 19669 | -0.901 | 0.0052 | No |

