| Dataset | GMP.GMP.neu_Pheno.cls #Group1_versus_Group2.GMP.neu_Pheno.cls #Group1_versus_Group2_repos |
| Phenotype | GMP.neu_Pheno.cls#Group1_versus_Group2_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.21165428 |
| Normalized Enrichment Score (NES) | 0.8427846 |
| Nominal p-value | 0.84659094 |
| FDR q-value | 0.8727408 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Matn2 | 161 | 0.832 | 0.0140 | Yes |
| 2 | Bmp1 | 198 | 0.797 | 0.0333 | Yes |
| 3 | Cdh11 | 214 | 0.788 | 0.0535 | Yes |
| 4 | Cadm1 | 270 | 0.756 | 0.0708 | Yes |
| 5 | Pfn2 | 284 | 0.743 | 0.0898 | Yes |
| 6 | Gem | 578 | 0.629 | 0.0918 | Yes |
| 7 | Serpine2 | 684 | 0.603 | 0.1025 | Yes |
| 8 | Il15 | 901 | 0.552 | 0.1063 | Yes |
| 9 | Pmepa1 | 1003 | 0.534 | 0.1154 | Yes |
| 10 | Loxl1 | 1144 | 0.513 | 0.1220 | Yes |
| 11 | Tgm2 | 1166 | 0.508 | 0.1344 | Yes |
| 12 | Lama1 | 1232 | 0.501 | 0.1444 | Yes |
| 13 | Lamc1 | 1442 | 0.475 | 0.1465 | Yes |
| 14 | Nt5e | 1682 | 0.445 | 0.1463 | Yes |
| 15 | Sgcd | 1716 | 0.441 | 0.1563 | Yes |
| 16 | Mmp14 | 1747 | 0.436 | 0.1664 | Yes |
| 17 | Col5a1 | 1769 | 0.433 | 0.1769 | Yes |
| 18 | Efemp2 | 1825 | 0.428 | 0.1854 | Yes |
| 19 | Col1a2 | 2069 | 0.406 | 0.1840 | Yes |
| 20 | Eno2 | 2349 | 0.383 | 0.1801 | Yes |
| 21 | Thbs1 | 2518 | 0.370 | 0.1815 | Yes |
| 22 | Col4a2 | 2529 | 0.370 | 0.1908 | Yes |
| 23 | Col16a1 | 2614 | 0.364 | 0.1963 | Yes |
| 24 | Jun | 2952 | 0.337 | 0.1883 | Yes |
| 25 | Gpc1 | 3012 | 0.333 | 0.1941 | Yes |
| 26 | Fstl1 | 3013 | 0.333 | 0.2029 | Yes |
| 27 | Cd44 | 3267 | 0.315 | 0.1986 | Yes |
| 28 | Capg | 3312 | 0.312 | 0.2047 | Yes |
| 29 | Sntb1 | 3338 | 0.310 | 0.2117 | Yes |
| 30 | Plod2 | 3972 | 0.268 | 0.1869 | No |
| 31 | Mest | 4237 | 0.254 | 0.1804 | No |
| 32 | Sgcb | 4305 | 0.250 | 0.1837 | No |
| 33 | Tgfbi | 4338 | 0.248 | 0.1886 | No |
| 34 | Col7a1 | 4340 | 0.248 | 0.1952 | No |
| 35 | Fbln1 | 4971 | 0.218 | 0.1693 | No |
| 36 | Plod1 | 5046 | 0.214 | 0.1712 | No |
| 37 | Tnc | 5252 | 0.205 | 0.1664 | No |
| 38 | Timp3 | 5321 | 0.201 | 0.1683 | No |
| 39 | Htra1 | 5549 | 0.189 | 0.1619 | No |
| 40 | Gm21451 | 5627 | 0.184 | 0.1629 | No |
| 41 | Tgfbr3 | 5826 | 0.174 | 0.1576 | No |
| 42 | Lama2 | 6150 | 0.160 | 0.1456 | No |
| 43 | Pcolce | 6331 | 0.153 | 0.1406 | No |
| 44 | Plaur | 6354 | 0.151 | 0.1435 | No |
| 45 | Itga5 | 6430 | 0.148 | 0.1436 | No |
| 46 | Glipr1 | 6461 | 0.147 | 0.1460 | No |
| 47 | Col5a2 | 6524 | 0.144 | 0.1467 | No |
| 48 | Fgf2 | 6559 | 0.143 | 0.1488 | No |
| 49 | Col5a3 | 6649 | 0.140 | 0.1480 | No |
| 50 | Pdlim4 | 6914 | 0.128 | 0.1382 | No |
| 51 | Vcan | 7078 | 0.121 | 0.1332 | No |
| 52 | Tpm1 | 7382 | 0.108 | 0.1208 | No |
| 53 | Abi3bp | 7503 | 0.103 | 0.1175 | No |
| 54 | Vegfc | 8147 | 0.077 | 0.0872 | No |
| 55 | Itga2 | 8329 | 0.070 | 0.0800 | No |
| 56 | Cald1 | 8507 | 0.064 | 0.0728 | No |
| 57 | Col12a1 | 9083 | 0.042 | 0.0450 | No |
| 58 | Itgb5 | 9142 | 0.040 | 0.0431 | No |
| 59 | Tnfrsf12a | 9359 | 0.031 | 0.0331 | No |
| 60 | Itgb3 | 9691 | 0.020 | 0.0170 | No |
| 61 | Pdgfrb | 9848 | 0.013 | 0.0095 | No |
| 62 | Fuca1 | 9915 | 0.011 | 0.0065 | No |
| 63 | Dst | 9987 | 0.009 | 0.0031 | No |
| 64 | Qsox1 | 10059 | 0.007 | -0.0003 | No |
| 65 | Sparc | 10257 | 0.000 | -0.0102 | No |
| 66 | Col11a1 | 10259 | 0.000 | -0.0102 | No |
| 67 | Myl9 | 10269 | 0.000 | -0.0107 | No |
| 68 | Dcn | 10628 | -0.011 | -0.0284 | No |
| 69 | Mcm7 | 10695 | -0.014 | -0.0313 | No |
| 70 | Colgalt1 | 11101 | -0.028 | -0.0510 | No |
| 71 | Itgav | 11304 | -0.036 | -0.0602 | No |
| 72 | Notch2 | 11441 | -0.040 | -0.0660 | No |
| 73 | Pcolce2 | 11526 | -0.042 | -0.0690 | No |
| 74 | Fbn1 | 11662 | -0.048 | -0.0746 | No |
| 75 | Fstl3 | 11706 | -0.049 | -0.0754 | No |
| 76 | Tpm2 | 11784 | -0.053 | -0.0779 | No |
| 77 | Cdh2 | 11885 | -0.056 | -0.0814 | No |
| 78 | Fas | 12039 | -0.061 | -0.0875 | No |
| 79 | Slit2 | 12044 | -0.061 | -0.0861 | No |
| 80 | Fzd8 | 12679 | -0.085 | -0.1157 | No |
| 81 | Flna | 12834 | -0.091 | -0.1211 | No |
| 82 | Mylk | 13373 | -0.110 | -0.1452 | No |
| 83 | Fbln5 | 13381 | -0.110 | -0.1427 | No |
| 84 | Vegfa | 13536 | -0.114 | -0.1474 | No |
| 85 | Itgb1 | 13693 | -0.121 | -0.1520 | No |
| 86 | Tgfb1 | 13958 | -0.131 | -0.1618 | No |
| 87 | Edil3 | 13977 | -0.131 | -0.1592 | No |
| 88 | Ntm | 14195 | -0.140 | -0.1664 | No |
| 89 | Fbn2 | 14295 | -0.144 | -0.1676 | No |
| 90 | Col4a1 | 14570 | -0.155 | -0.1772 | No |
| 91 | Fn1 | 14590 | -0.156 | -0.1741 | No |
| 92 | Slc6a8 | 14740 | -0.162 | -0.1772 | No |
| 93 | Calu | 14862 | -0.168 | -0.1789 | No |
| 94 | Id2 | 14882 | -0.169 | -0.1753 | No |
| 95 | Copa | 14886 | -0.169 | -0.1710 | No |
| 96 | Ecm2 | 15192 | -0.181 | -0.1816 | No |
| 97 | Gadd45a | 15311 | -0.187 | -0.1825 | No |
| 98 | Comp | 15360 | -0.189 | -0.1799 | No |
| 99 | P3h1 | 15578 | -0.196 | -0.1857 | No |
| 100 | Rhob | 15671 | -0.200 | -0.1850 | No |
| 101 | Vcam1 | 15709 | -0.202 | -0.1815 | No |
| 102 | Col1a1 | 15798 | -0.206 | -0.1804 | No |
| 103 | Cap2 | 15924 | -0.211 | -0.1811 | No |
| 104 | Mmp2 | 15969 | -0.213 | -0.1777 | No |
| 105 | Lama3 | 16007 | -0.215 | -0.1739 | No |
| 106 | Slit3 | 16008 | -0.215 | -0.1681 | No |
| 107 | Basp1 | 16171 | -0.223 | -0.1704 | No |
| 108 | Plod3 | 16574 | -0.243 | -0.1842 | No |
| 109 | Sat1 | 16632 | -0.245 | -0.1805 | No |
| 110 | Vim | 16633 | -0.246 | -0.1740 | No |
| 111 | Inhba | 16638 | -0.246 | -0.1677 | No |
| 112 | Emp3 | 16672 | -0.248 | -0.1627 | No |
| 113 | Anpep | 16712 | -0.251 | -0.1581 | No |
| 114 | Magee1 | 16976 | -0.266 | -0.1642 | No |
| 115 | Wipf1 | 17000 | -0.267 | -0.1583 | No |
| 116 | Lgals1 | 17025 | -0.268 | -0.1524 | No |
| 117 | Cdh6 | 17029 | -0.268 | -0.1454 | No |
| 118 | Tagln | 17300 | -0.283 | -0.1515 | No |
| 119 | Dpysl3 | 17302 | -0.283 | -0.1440 | No |
| 120 | Tnfaip3 | 17506 | -0.296 | -0.1464 | No |
| 121 | Spp1 | 17841 | -0.320 | -0.1547 | No |
| 122 | Sdc1 | 18006 | -0.331 | -0.1542 | No |
| 123 | Gadd45b | 18116 | -0.339 | -0.1507 | No |
| 124 | Thbs2 | 18201 | -0.345 | -0.1457 | No |
| 125 | Igfbp4 | 18204 | -0.346 | -0.1367 | No |
| 126 | Bgn | 18365 | -0.360 | -0.1352 | No |
| 127 | Sfrp4 | 18460 | -0.370 | -0.1301 | No |
| 128 | Fbln2 | 18678 | -0.391 | -0.1306 | No |
| 129 | Pvr | 18809 | -0.405 | -0.1264 | No |
| 130 | Lrp1 | 18823 | -0.407 | -0.1163 | No |
| 131 | Nid2 | 18837 | -0.408 | -0.1061 | No |
| 132 | Dab2 | 19159 | -0.444 | -0.1105 | No |
| 133 | Tfpi2 | 19200 | -0.450 | -0.1005 | No |
| 134 | Thy1 | 19374 | -0.480 | -0.0965 | No |
| 135 | Spock1 | 19537 | -0.520 | -0.0908 | No |
| 136 | Adam12 | 19610 | -0.540 | -0.0801 | No |
| 137 | Ppib | 19711 | -0.570 | -0.0700 | No |
| 138 | Gja1 | 19724 | -0.574 | -0.0554 | No |
| 139 | Postn | 19731 | -0.576 | -0.0404 | No |
| 140 | Tpm4 | 19752 | -0.581 | -0.0260 | No |
| 141 | Ecm1 | 19950 | -0.746 | -0.0161 | No |
| 142 | Fap | 19952 | -0.748 | 0.0037 | No |

