| Dataset | GMP.GMP.neu_Pheno.cls #Group1_versus_Group4.GMP.neu_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | GMP.neu_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.2312046 |
| Normalized Enrichment Score (NES) | 0.9663951 |
| Nominal p-value | 0.55666006 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.996 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Cadm1 | 23 | 1.172 | 0.0275 | Yes |
| 2 | Tnfaip3 | 134 | 0.861 | 0.0431 | Yes |
| 3 | Tnfrsf12a | 158 | 0.829 | 0.0622 | Yes |
| 4 | Col5a3 | 250 | 0.781 | 0.0767 | Yes |
| 5 | Lama1 | 458 | 0.667 | 0.0826 | Yes |
| 6 | Itgb5 | 484 | 0.659 | 0.0975 | Yes |
| 7 | Matn2 | 575 | 0.624 | 0.1083 | Yes |
| 8 | Jun | 723 | 0.587 | 0.1152 | Yes |
| 9 | Cap2 | 891 | 0.547 | 0.1202 | Yes |
| 10 | Gem | 956 | 0.533 | 0.1301 | Yes |
| 11 | Bgn | 1070 | 0.514 | 0.1370 | Yes |
| 12 | Loxl1 | 1090 | 0.513 | 0.1486 | Yes |
| 13 | Cald1 | 1130 | 0.508 | 0.1590 | Yes |
| 14 | Eno2 | 1295 | 0.485 | 0.1627 | Yes |
| 15 | Calu | 1321 | 0.479 | 0.1731 | Yes |
| 16 | Itga5 | 1363 | 0.472 | 0.1826 | Yes |
| 17 | Fstl1 | 1430 | 0.463 | 0.1906 | Yes |
| 18 | Rhob | 1625 | 0.437 | 0.1915 | Yes |
| 19 | Bmp1 | 1914 | 0.414 | 0.1872 | Yes |
| 20 | Timp3 | 1948 | 0.409 | 0.1955 | Yes |
| 21 | Fbn2 | 1970 | 0.407 | 0.2044 | Yes |
| 22 | Vcan | 2417 | 0.369 | 0.1910 | Yes |
| 23 | Pcolce | 2469 | 0.365 | 0.1974 | Yes |
| 24 | Gm21451 | 2506 | 0.362 | 0.2045 | Yes |
| 25 | Fn1 | 2551 | 0.358 | 0.2110 | Yes |
| 26 | Col1a2 | 2969 | 0.329 | 0.1981 | Yes |
| 27 | Fbln1 | 3023 | 0.326 | 0.2034 | Yes |
| 28 | Htra1 | 3052 | 0.323 | 0.2099 | Yes |
| 29 | Lgals1 | 3214 | 0.309 | 0.2094 | Yes |
| 30 | Tfpi2 | 3331 | 0.301 | 0.2109 | Yes |
| 31 | Sdc1 | 3349 | 0.299 | 0.2174 | Yes |
| 32 | Serpine2 | 3377 | 0.298 | 0.2233 | Yes |
| 33 | Mest | 3649 | 0.281 | 0.2165 | Yes |
| 34 | Col7a1 | 3658 | 0.280 | 0.2230 | Yes |
| 35 | Slc6a8 | 3860 | 0.268 | 0.2194 | Yes |
| 36 | Cdh11 | 4081 | 0.258 | 0.2147 | Yes |
| 37 | Plaur | 4329 | 0.242 | 0.2082 | Yes |
| 38 | Pcolce2 | 4431 | 0.235 | 0.2089 | Yes |
| 39 | Dpysl3 | 4433 | 0.235 | 0.2146 | Yes |
| 40 | Gpc1 | 4511 | 0.233 | 0.2164 | Yes |
| 41 | Thbs2 | 4517 | 0.233 | 0.2219 | Yes |
| 42 | Id2 | 4581 | 0.233 | 0.2244 | Yes |
| 43 | Col5a2 | 4733 | 0.224 | 0.2223 | Yes |
| 44 | Gja1 | 4807 | 0.222 | 0.2240 | Yes |
| 45 | Spock1 | 4843 | 0.221 | 0.2277 | Yes |
| 46 | Flna | 4887 | 0.221 | 0.2309 | Yes |
| 47 | Itgb1 | 5308 | 0.197 | 0.2146 | Yes |
| 48 | Thbs1 | 5386 | 0.192 | 0.2154 | Yes |
| 49 | Vim | 5401 | 0.191 | 0.2194 | Yes |
| 50 | Itgb3 | 5448 | 0.189 | 0.2217 | Yes |
| 51 | Pvr | 5494 | 0.186 | 0.2240 | Yes |
| 52 | Plod1 | 5514 | 0.185 | 0.2276 | Yes |
| 53 | Notch2 | 5615 | 0.180 | 0.2270 | Yes |
| 54 | Copa | 5619 | 0.180 | 0.2312 | Yes |
| 55 | Lamc1 | 5792 | 0.171 | 0.2267 | No |
| 56 | Tagln | 6092 | 0.155 | 0.2155 | No |
| 57 | Vcam1 | 6117 | 0.154 | 0.2181 | No |
| 58 | Vegfa | 6406 | 0.147 | 0.2072 | No |
| 59 | Dab2 | 6416 | 0.147 | 0.2103 | No |
| 60 | Mmp2 | 6720 | 0.133 | 0.1983 | No |
| 61 | Gadd45b | 6726 | 0.133 | 0.2013 | No |
| 62 | Basp1 | 7051 | 0.118 | 0.1879 | No |
| 63 | Inhba | 7142 | 0.114 | 0.1862 | No |
| 64 | Pdgfrb | 7320 | 0.107 | 0.1799 | No |
| 65 | Fuca1 | 7955 | 0.080 | 0.1500 | No |
| 66 | Qsox1 | 8229 | 0.068 | 0.1379 | No |
| 67 | Tgfbr3 | 8325 | 0.065 | 0.1347 | No |
| 68 | Pfn2 | 8522 | 0.055 | 0.1262 | No |
| 69 | Col5a1 | 8616 | 0.051 | 0.1228 | No |
| 70 | Sgcb | 8782 | 0.046 | 0.1156 | No |
| 71 | Mcm7 | 9321 | 0.024 | 0.0892 | No |
| 72 | Itgav | 9383 | 0.023 | 0.0867 | No |
| 73 | Efemp2 | 9471 | 0.020 | 0.0828 | No |
| 74 | Mmp14 | 9473 | 0.020 | 0.0832 | No |
| 75 | Fas | 9736 | 0.010 | 0.0703 | No |
| 76 | Vegfc | 9800 | 0.007 | 0.0673 | No |
| 77 | Col1a1 | 9999 | 0.000 | 0.0573 | No |
| 78 | Sparc | 10004 | 0.000 | 0.0571 | No |
| 79 | Col11a1 | 10022 | 0.000 | 0.0563 | No |
| 80 | Myl9 | 10069 | 0.000 | 0.0540 | No |
| 81 | Colgalt1 | 10784 | -0.023 | 0.0186 | No |
| 82 | Tpm2 | 10837 | -0.025 | 0.0166 | No |
| 83 | Cd44 | 11127 | -0.038 | 0.0030 | No |
| 84 | Wipf1 | 11226 | -0.042 | -0.0009 | No |
| 85 | Itga2 | 11298 | -0.044 | -0.0034 | No |
| 86 | Col16a1 | 11523 | -0.053 | -0.0133 | No |
| 87 | Cdh2 | 11931 | -0.069 | -0.0321 | No |
| 88 | Tgm2 | 12189 | -0.080 | -0.0431 | No |
| 89 | Tnc | 12362 | -0.086 | -0.0496 | No |
| 90 | Ntm | 12877 | -0.108 | -0.0728 | No |
| 91 | Col4a2 | 12935 | -0.110 | -0.0730 | No |
| 92 | Fstl3 | 13181 | -0.118 | -0.0825 | No |
| 93 | Slit2 | 13255 | -0.120 | -0.0832 | No |
| 94 | Mylk | 13489 | -0.129 | -0.0917 | No |
| 95 | Sfrp4 | 13555 | -0.132 | -0.0918 | No |
| 96 | Col4a1 | 13683 | -0.137 | -0.0948 | No |
| 97 | Lama2 | 13852 | -0.145 | -0.0997 | No |
| 98 | Gadd45a | 13913 | -0.148 | -0.0991 | No |
| 99 | Fgf2 | 13976 | -0.151 | -0.0985 | No |
| 100 | Plod3 | 14183 | -0.159 | -0.1050 | No |
| 101 | Ecm1 | 14552 | -0.176 | -0.1192 | No |
| 102 | Sat1 | 14557 | -0.176 | -0.1151 | No |
| 103 | Fbln2 | 14849 | -0.191 | -0.1251 | No |
| 104 | Capg | 14974 | -0.198 | -0.1264 | No |
| 105 | Lama3 | 15482 | -0.219 | -0.1466 | No |
| 106 | Comp | 15628 | -0.224 | -0.1484 | No |
| 107 | P3h1 | 16165 | -0.255 | -0.1691 | No |
| 108 | Tpm1 | 16228 | -0.258 | -0.1659 | No |
| 109 | Lrp1 | 16308 | -0.263 | -0.1635 | No |
| 110 | Fbln5 | 16478 | -0.272 | -0.1653 | No |
| 111 | Col12a1 | 16664 | -0.281 | -0.1677 | No |
| 112 | Ppib | 17122 | -0.307 | -0.1832 | No |
| 113 | Dst | 17151 | -0.309 | -0.1770 | No |
| 114 | Spp1 | 17283 | -0.316 | -0.1759 | No |
| 115 | Nt5e | 17399 | -0.323 | -0.1738 | No |
| 116 | Ecm2 | 17421 | -0.324 | -0.1669 | No |
| 117 | Dcn | 17549 | -0.331 | -0.1652 | No |
| 118 | Tgfbi | 17667 | -0.340 | -0.1627 | No |
| 119 | Anpep | 17708 | -0.343 | -0.1563 | No |
| 120 | Tgfb1 | 17835 | -0.355 | -0.1540 | No |
| 121 | Tpm4 | 18041 | -0.370 | -0.1552 | No |
| 122 | Slit3 | 18108 | -0.376 | -0.1494 | No |
| 123 | Fbn1 | 18163 | -0.382 | -0.1427 | No |
| 124 | Nid2 | 18177 | -0.383 | -0.1340 | No |
| 125 | Igfbp4 | 18276 | -0.392 | -0.1293 | No |
| 126 | Cdh6 | 18493 | -0.408 | -0.1302 | No |
| 127 | Edil3 | 18651 | -0.422 | -0.1278 | No |
| 128 | Pdlim4 | 18778 | -0.439 | -0.1234 | No |
| 129 | Fzd8 | 18811 | -0.443 | -0.1141 | No |
| 130 | Magee1 | 19091 | -0.484 | -0.1163 | No |
| 131 | Glipr1 | 19177 | -0.500 | -0.1084 | No |
| 132 | Plod2 | 19189 | -0.503 | -0.0966 | No |
| 133 | Adam12 | 19203 | -0.505 | -0.0849 | No |
| 134 | Sntb1 | 19245 | -0.516 | -0.0743 | No |
| 135 | Pmepa1 | 19297 | -0.525 | -0.0640 | No |
| 136 | Il15 | 19360 | -0.537 | -0.0540 | No |
| 137 | Thy1 | 19430 | -0.554 | -0.0439 | No |
| 138 | Sgcd | 19445 | -0.560 | -0.0309 | No |
| 139 | Fap | 19501 | -0.571 | -0.0197 | No |
| 140 | Emp3 | 19509 | -0.573 | -0.0060 | No |
| 141 | Postn | 19673 | -0.624 | 0.0011 | No |
| 142 | Abi3bp | 19816 | -0.680 | 0.0106 | No |

