| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group4.MPP_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | -0.22634567 |
| Normalized Enrichment Score (NES) | -0.97249 |
| Nominal p-value | 0.5285996 |
| FDR q-value | 0.8427614 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Jun | 335 | 0.643 | 0.0000 | No |
| 2 | Eno2 | 415 | 0.613 | 0.0125 | No |
| 3 | Nt5e | 481 | 0.595 | 0.0251 | No |
| 4 | Fgf2 | 611 | 0.564 | 0.0337 | No |
| 5 | Gpc1 | 895 | 0.507 | 0.0327 | No |
| 6 | Slc6a8 | 928 | 0.500 | 0.0446 | No |
| 7 | Efemp2 | 1181 | 0.465 | 0.0441 | No |
| 8 | Gpx7 | 1223 | 0.459 | 0.0543 | No |
| 9 | Lama1 | 1457 | 0.433 | 0.0540 | No |
| 10 | Notch2 | 1619 | 0.414 | 0.0568 | No |
| 11 | Slit2 | 1660 | 0.410 | 0.0658 | No |
| 12 | Pfn2 | 1826 | 0.395 | 0.0679 | No |
| 13 | Tnfaip3 | 1862 | 0.392 | 0.0767 | No |
| 14 | Col11a1 | 1894 | 0.389 | 0.0855 | No |
| 15 | Id2 | 2015 | 0.377 | 0.0895 | No |
| 16 | Dcn | 2089 | 0.369 | 0.0957 | No |
| 17 | Mmp2 | 2436 | 0.342 | 0.0870 | No |
| 18 | Serpine2 | 2515 | 0.335 | 0.0920 | No |
| 19 | Bgn | 2527 | 0.333 | 0.1004 | No |
| 20 | Itgb1 | 2545 | 0.331 | 0.1085 | No |
| 21 | Copa | 2588 | 0.329 | 0.1152 | No |
| 22 | Plod2 | 2669 | 0.322 | 0.1197 | No |
| 23 | Flna | 2687 | 0.321 | 0.1275 | No |
| 24 | Col16a1 | 2728 | 0.319 | 0.1340 | No |
| 25 | Fbln1 | 2924 | 0.307 | 0.1323 | No |
| 26 | Lama2 | 2946 | 0.306 | 0.1394 | No |
| 27 | Calu | 3022 | 0.304 | 0.1437 | No |
| 28 | Colgalt1 | 3136 | 0.296 | 0.1459 | No |
| 29 | Abi3bp | 3168 | 0.294 | 0.1522 | No |
| 30 | Gja1 | 3192 | 0.293 | 0.1589 | No |
| 31 | Adam12 | 3248 | 0.289 | 0.1639 | No |
| 32 | Sntb1 | 3490 | 0.272 | 0.1588 | No |
| 33 | Nid2 | 3917 | 0.243 | 0.1433 | No |
| 34 | Itgb3 | 4322 | 0.221 | 0.1284 | No |
| 35 | Sdc1 | 4353 | 0.219 | 0.1328 | No |
| 36 | Vcam1 | 4428 | 0.215 | 0.1348 | No |
| 37 | Plaur | 4597 | 0.207 | 0.1317 | No |
| 38 | Matn2 | 4757 | 0.200 | 0.1288 | No |
| 39 | Tagln | 4785 | 0.199 | 0.1328 | No |
| 40 | Fas | 5015 | 0.186 | 0.1260 | No |
| 41 | Mmp14 | 5324 | 0.174 | 0.1148 | No |
| 42 | Sgcd | 5427 | 0.168 | 0.1140 | No |
| 43 | Cap2 | 5499 | 0.165 | 0.1148 | No |
| 44 | Cald1 | 5502 | 0.165 | 0.1192 | No |
| 45 | Timp3 | 5552 | 0.162 | 0.1210 | No |
| 46 | Ntm | 5572 | 0.162 | 0.1244 | No |
| 47 | Col8a2 | 5730 | 0.154 | 0.1204 | No |
| 48 | Fuca1 | 5791 | 0.150 | 0.1213 | No |
| 49 | Qsox1 | 5831 | 0.148 | 0.1233 | No |
| 50 | Ecm2 | 5973 | 0.142 | 0.1199 | No |
| 51 | Vegfa | 6249 | 0.128 | 0.1091 | No |
| 52 | Fn1 | 6287 | 0.126 | 0.1106 | No |
| 53 | Dst | 6341 | 0.124 | 0.1112 | No |
| 54 | Fstl3 | 6516 | 0.116 | 0.1054 | No |
| 55 | Sfrp4 | 6798 | 0.108 | 0.0938 | No |
| 56 | Mcm7 | 6972 | 0.100 | 0.0875 | No |
| 57 | Rhob | 7099 | 0.095 | 0.0836 | No |
| 58 | Fbn1 | 7152 | 0.093 | 0.0834 | No |
| 59 | Thbs1 | 7292 | 0.087 | 0.0786 | No |
| 60 | Itgb5 | 7327 | 0.086 | 0.0791 | No |
| 61 | Cd44 | 7361 | 0.084 | 0.0797 | No |
| 62 | Lamc1 | 7362 | 0.084 | 0.0819 | No |
| 63 | P3h1 | 7382 | 0.083 | 0.0832 | No |
| 64 | Sat1 | 7584 | 0.075 | 0.0748 | No |
| 65 | Gem | 7986 | 0.057 | 0.0557 | No |
| 66 | Sdc4 | 8193 | 0.049 | 0.0463 | No |
| 67 | Cadm1 | 8318 | 0.043 | 0.0411 | No |
| 68 | Pmepa1 | 8467 | 0.037 | 0.0345 | No |
| 69 | Itgav | 8512 | 0.035 | 0.0331 | No |
| 70 | Itga2 | 8543 | 0.033 | 0.0325 | No |
| 71 | Gadd45b | 8650 | 0.029 | 0.0278 | No |
| 72 | Col4a1 | 9097 | 0.011 | 0.0051 | No |
| 73 | Col5a2 | 9371 | 0.000 | -0.0090 | No |
| 74 | Cxcl12 | 9389 | 0.000 | -0.0099 | No |
| 75 | Sfrp1 | 9441 | -0.000 | -0.0125 | No |
| 76 | Edil3 | 9916 | -0.018 | -0.0365 | No |
| 77 | Anpep | 10076 | -0.024 | -0.0440 | No |
| 78 | Fstl1 | 10170 | -0.027 | -0.0481 | No |
| 79 | Magee1 | 10211 | -0.029 | -0.0494 | No |
| 80 | Col5a3 | 10387 | -0.037 | -0.0574 | No |
| 81 | Vegfc | 10616 | -0.045 | -0.0680 | No |
| 82 | Ecm1 | 10708 | -0.048 | -0.0714 | No |
| 83 | Lrp1 | 11045 | -0.062 | -0.0870 | No |
| 84 | Fzd8 | 11990 | -0.102 | -0.1330 | No |
| 85 | Mylk | 12203 | -0.111 | -0.1410 | No |
| 86 | Pcolce | 12495 | -0.127 | -0.1526 | No |
| 87 | Wipf1 | 12544 | -0.129 | -0.1516 | No |
| 88 | Postn | 12554 | -0.130 | -0.1485 | No |
| 89 | Thbs2 | 12861 | -0.141 | -0.1605 | No |
| 90 | Loxl1 | 12879 | -0.142 | -0.1576 | No |
| 91 | Cdh2 | 12915 | -0.144 | -0.1555 | No |
| 92 | Col1a1 | 12996 | -0.147 | -0.1557 | No |
| 93 | Slit3 | 13389 | -0.167 | -0.1714 | No |
| 94 | Sparc | 13594 | -0.176 | -0.1772 | No |
| 95 | Dab2 | 13655 | -0.179 | -0.1755 | No |
| 96 | Itga5 | 13788 | -0.183 | -0.1774 | No |
| 97 | Plod3 | 13890 | -0.188 | -0.1775 | No |
| 98 | Pdlim4 | 14049 | -0.196 | -0.1804 | No |
| 99 | Col7a1 | 14269 | -0.205 | -0.1862 | No |
| 100 | Gadd45a | 14418 | -0.213 | -0.1881 | No |
| 101 | Tnfrsf12a | 14565 | -0.221 | -0.1897 | No |
| 102 | Cdh6 | 14575 | -0.221 | -0.1842 | No |
| 103 | Tpm1 | 15245 | -0.255 | -0.2118 | No |
| 104 | Tfpi2 | 15527 | -0.272 | -0.2190 | Yes |
| 105 | Tpm4 | 15539 | -0.273 | -0.2122 | Yes |
| 106 | Plod1 | 15676 | -0.282 | -0.2116 | Yes |
| 107 | Col5a1 | 15787 | -0.290 | -0.2095 | Yes |
| 108 | Cdh11 | 15879 | -0.295 | -0.2063 | Yes |
| 109 | Tgm2 | 15880 | -0.295 | -0.1983 | Yes |
| 110 | Pvr | 16053 | -0.305 | -0.1990 | Yes |
| 111 | Vim | 16077 | -0.307 | -0.1919 | Yes |
| 112 | Col1a2 | 16217 | -0.314 | -0.1906 | Yes |
| 113 | Il15 | 16299 | -0.320 | -0.1862 | Yes |
| 114 | Pdgfrb | 16369 | -0.324 | -0.1810 | Yes |
| 115 | Tgfbi | 16401 | -0.325 | -0.1739 | Yes |
| 116 | Glipr1 | 16426 | -0.326 | -0.1663 | Yes |
| 117 | Serpinh1 | 16546 | -0.336 | -0.1634 | Yes |
| 118 | Mest | 16562 | -0.337 | -0.1551 | Yes |
| 119 | Ppib | 16584 | -0.338 | -0.1471 | Yes |
| 120 | Fap | 16591 | -0.339 | -0.1382 | Yes |
| 121 | Bmp1 | 16621 | -0.342 | -0.1305 | Yes |
| 122 | Basp1 | 16989 | -0.371 | -0.1395 | Yes |
| 123 | Tgfbr3 | 17125 | -0.383 | -0.1361 | Yes |
| 124 | Tgfb1 | 17218 | -0.390 | -0.1303 | Yes |
| 125 | Col4a2 | 18093 | -0.474 | -0.1627 | Yes |
| 126 | Lama3 | 18099 | -0.475 | -0.1501 | Yes |
| 127 | Dpysl3 | 18265 | -0.499 | -0.1452 | Yes |
| 128 | Col12a1 | 18319 | -0.509 | -0.1342 | Yes |
| 129 | Sgcb | 18404 | -0.522 | -0.1245 | Yes |
| 130 | Spock1 | 18589 | -0.547 | -0.1192 | Yes |
| 131 | Igfbp4 | 18620 | -0.552 | -0.1059 | Yes |
| 132 | Tpm2 | 18640 | -0.556 | -0.0919 | Yes |
| 133 | Thy1 | 18664 | -0.560 | -0.0780 | Yes |
| 134 | Spp1 | 18880 | -0.606 | -0.0728 | Yes |
| 135 | Comp | 19106 | -0.674 | -0.0662 | Yes |
| 136 | Vcan | 19210 | -0.721 | -0.0521 | Yes |
| 137 | Emp3 | 19281 | -0.757 | -0.0353 | Yes |
| 138 | Lgals1 | 19385 | -0.840 | -0.0180 | Yes |
| 139 | Capg | 19438 | -0.910 | 0.0038 | Yes |

