| Dataset | GMP.GMP.neu_Pheno.cls #Group1_versus_Group3.GMP.neu_Pheno.cls #Group1_versus_Group3_repos |
| Phenotype | GMP.neu_Pheno.cls#Group1_versus_Group3_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.25374153 |
| Normalized Enrichment Score (NES) | 1.0558264 |
| Nominal p-value | 0.34179688 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.97 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Adam12 | 63 | 0.888 | 0.0203 | Yes |
| 2 | Matn2 | 160 | 0.767 | 0.0358 | Yes |
| 3 | Fstl1 | 194 | 0.732 | 0.0535 | Yes |
| 4 | Thbs1 | 235 | 0.704 | 0.0701 | Yes |
| 5 | Bmp1 | 347 | 0.634 | 0.0813 | Yes |
| 6 | Col5a1 | 656 | 0.536 | 0.0800 | Yes |
| 7 | Mest | 660 | 0.535 | 0.0940 | Yes |
| 8 | Itga2 | 665 | 0.532 | 0.1079 | Yes |
| 9 | Spp1 | 757 | 0.511 | 0.1168 | Yes |
| 10 | Mmp14 | 876 | 0.483 | 0.1237 | Yes |
| 11 | Jun | 910 | 0.477 | 0.1347 | Yes |
| 12 | Fgf2 | 966 | 0.466 | 0.1442 | Yes |
| 13 | Cadm1 | 1038 | 0.456 | 0.1527 | Yes |
| 14 | Nt5e | 1144 | 0.442 | 0.1591 | Yes |
| 15 | Loxl1 | 1285 | 0.424 | 0.1633 | Yes |
| 16 | Itgb3 | 1377 | 0.411 | 0.1696 | Yes |
| 17 | Cdh11 | 1476 | 0.398 | 0.1752 | Yes |
| 18 | Col4a2 | 1526 | 0.394 | 0.1832 | Yes |
| 19 | Plod1 | 1827 | 0.360 | 0.1776 | Yes |
| 20 | Itga5 | 1924 | 0.352 | 0.1821 | Yes |
| 21 | Col5a3 | 1952 | 0.349 | 0.1900 | Yes |
| 22 | Col1a2 | 1986 | 0.345 | 0.1974 | Yes |
| 23 | Fn1 | 2073 | 0.339 | 0.2021 | Yes |
| 24 | Htra1 | 2231 | 0.329 | 0.2029 | Yes |
| 25 | Cald1 | 2236 | 0.328 | 0.2114 | Yes |
| 26 | Sgcb | 2244 | 0.327 | 0.2197 | Yes |
| 27 | Calu | 2408 | 0.313 | 0.2198 | Yes |
| 28 | Tfpi2 | 2435 | 0.311 | 0.2267 | Yes |
| 29 | Copa | 2442 | 0.310 | 0.2346 | Yes |
| 30 | Itgb1 | 2450 | 0.309 | 0.2424 | Yes |
| 31 | Cap2 | 2626 | 0.295 | 0.2414 | Yes |
| 32 | Col12a1 | 2732 | 0.287 | 0.2437 | Yes |
| 33 | Tnc | 2807 | 0.281 | 0.2474 | Yes |
| 34 | Gem | 2940 | 0.273 | 0.2480 | Yes |
| 35 | P3h1 | 2970 | 0.271 | 0.2537 | Yes |
| 36 | Col4a1 | 3277 | 0.253 | 0.2450 | No |
| 37 | Col7a1 | 3578 | 0.234 | 0.2362 | No |
| 38 | Thbs2 | 3600 | 0.233 | 0.2413 | No |
| 39 | Col16a1 | 3713 | 0.228 | 0.2417 | No |
| 40 | Dpysl3 | 3933 | 0.218 | 0.2364 | No |
| 41 | Notch2 | 4009 | 0.216 | 0.2384 | No |
| 42 | Tgfbi | 4300 | 0.203 | 0.2292 | No |
| 43 | Col5a2 | 4344 | 0.201 | 0.2323 | No |
| 44 | Anpep | 4479 | 0.196 | 0.2308 | No |
| 45 | Flna | 4923 | 0.175 | 0.2131 | No |
| 46 | Sat1 | 5528 | 0.150 | 0.1867 | No |
| 47 | Tgm2 | 5593 | 0.147 | 0.1874 | No |
| 48 | Gm21451 | 5833 | 0.135 | 0.1789 | No |
| 49 | Gadd45a | 6086 | 0.125 | 0.1696 | No |
| 50 | Plaur | 6088 | 0.125 | 0.1728 | No |
| 51 | Ntm | 6357 | 0.114 | 0.1624 | No |
| 52 | Inhba | 6383 | 0.113 | 0.1641 | No |
| 53 | Itgav | 6700 | 0.101 | 0.1509 | No |
| 54 | Lama1 | 6801 | 0.097 | 0.1484 | No |
| 55 | Cd44 | 7604 | 0.069 | 0.1099 | No |
| 56 | Pmepa1 | 7636 | 0.068 | 0.1102 | No |
| 57 | Fbn1 | 7750 | 0.063 | 0.1062 | No |
| 58 | Tgfbr3 | 7951 | 0.055 | 0.0976 | No |
| 59 | Sfrp4 | 8023 | 0.053 | 0.0954 | No |
| 60 | Comp | 8024 | 0.053 | 0.0968 | No |
| 61 | Tagln | 8287 | 0.043 | 0.0848 | No |
| 62 | Dst | 8302 | 0.042 | 0.0852 | No |
| 63 | Timp3 | 8867 | 0.022 | 0.0574 | No |
| 64 | Vcam1 | 9207 | 0.010 | 0.0406 | No |
| 65 | Lamc1 | 9322 | 0.006 | 0.0350 | No |
| 66 | Capg | 9448 | 0.001 | 0.0288 | No |
| 67 | Col1a1 | 9476 | 0.000 | 0.0274 | No |
| 68 | Lrp1 | 9555 | -0.000 | 0.0235 | No |
| 69 | Tpm1 | 9570 | -0.001 | 0.0228 | No |
| 70 | Vegfa | 9948 | -0.013 | 0.0042 | No |
| 71 | Tnfrsf12a | 10092 | -0.018 | -0.0025 | No |
| 72 | Gpc1 | 10198 | -0.022 | -0.0072 | No |
| 73 | Qsox1 | 10293 | -0.025 | -0.0113 | No |
| 74 | Pfn2 | 10553 | -0.035 | -0.0234 | No |
| 75 | Lama2 | 10709 | -0.041 | -0.0301 | No |
| 76 | Tpm4 | 10746 | -0.042 | -0.0308 | No |
| 77 | Mcm7 | 10749 | -0.042 | -0.0298 | No |
| 78 | Itgb5 | 10801 | -0.044 | -0.0312 | No |
| 79 | Pcolce2 | 11018 | -0.052 | -0.0407 | No |
| 80 | Rhob | 11296 | -0.061 | -0.0530 | No |
| 81 | Il15 | 11752 | -0.078 | -0.0738 | No |
| 82 | Spock1 | 11960 | -0.085 | -0.0820 | No |
| 83 | Nid2 | 12041 | -0.088 | -0.0837 | No |
| 84 | Sgcd | 12111 | -0.091 | -0.0847 | No |
| 85 | Serpine2 | 12471 | -0.105 | -0.1000 | No |
| 86 | Pcolce | 12660 | -0.113 | -0.1065 | No |
| 87 | Cdh6 | 12825 | -0.119 | -0.1116 | No |
| 88 | Colgalt1 | 12871 | -0.119 | -0.1107 | No |
| 89 | Mylk | 12873 | -0.119 | -0.1076 | No |
| 90 | Eno2 | 12908 | -0.121 | -0.1061 | No |
| 91 | Fap | 12938 | -0.121 | -0.1043 | No |
| 92 | Fbn2 | 13129 | -0.129 | -0.1105 | No |
| 93 | Fbln1 | 13142 | -0.129 | -0.1077 | No |
| 94 | Bgn | 13144 | -0.129 | -0.1043 | No |
| 95 | Pdgfrb | 13201 | -0.132 | -0.1036 | No |
| 96 | Fuca1 | 13223 | -0.133 | -0.1012 | No |
| 97 | Cdh2 | 13300 | -0.135 | -0.1014 | No |
| 98 | Pvr | 13668 | -0.149 | -0.1159 | No |
| 99 | Basp1 | 13768 | -0.153 | -0.1168 | No |
| 100 | Plod3 | 14154 | -0.170 | -0.1317 | No |
| 101 | Dcn | 14185 | -0.171 | -0.1287 | No |
| 102 | Fstl3 | 14359 | -0.178 | -0.1327 | No |
| 103 | Myl9 | 14532 | -0.184 | -0.1365 | No |
| 104 | Efemp2 | 14560 | -0.185 | -0.1329 | No |
| 105 | Slc6a8 | 14891 | -0.200 | -0.1442 | No |
| 106 | Wipf1 | 14978 | -0.204 | -0.1431 | No |
| 107 | Sntb1 | 15074 | -0.209 | -0.1424 | No |
| 108 | Vim | 15158 | -0.214 | -0.1409 | No |
| 109 | Plod2 | 15689 | -0.238 | -0.1612 | No |
| 110 | Fbln5 | 15911 | -0.250 | -0.1657 | No |
| 111 | Id2 | 16011 | -0.254 | -0.1640 | No |
| 112 | Pdlim4 | 16097 | -0.259 | -0.1614 | No |
| 113 | Edil3 | 16381 | -0.275 | -0.1684 | No |
| 114 | Gja1 | 16446 | -0.280 | -0.1642 | No |
| 115 | Abi3bp | 16538 | -0.284 | -0.1613 | No |
| 116 | Fbln2 | 16549 | -0.285 | -0.1542 | No |
| 117 | Gadd45b | 16622 | -0.290 | -0.1502 | No |
| 118 | Ppib | 17295 | -0.328 | -0.1753 | No |
| 119 | Tgfb1 | 17328 | -0.329 | -0.1682 | No |
| 120 | Ecm2 | 17376 | -0.333 | -0.1618 | No |
| 121 | Glipr1 | 17553 | -0.345 | -0.1615 | No |
| 122 | Sdc1 | 17969 | -0.377 | -0.1724 | No |
| 123 | Col11a1 | 18350 | -0.413 | -0.1806 | No |
| 124 | Tpm2 | 18360 | -0.414 | -0.1701 | No |
| 125 | Lgals1 | 18375 | -0.415 | -0.1598 | No |
| 126 | Slit2 | 18414 | -0.420 | -0.1506 | No |
| 127 | Magee1 | 18464 | -0.425 | -0.1418 | No |
| 128 | Thy1 | 18574 | -0.434 | -0.1358 | No |
| 129 | Sparc | 18585 | -0.435 | -0.1248 | No |
| 130 | Dab2 | 18604 | -0.438 | -0.1141 | No |
| 131 | Vcan | 18639 | -0.442 | -0.1041 | No |
| 132 | Igfbp4 | 18799 | -0.461 | -0.0999 | No |
| 133 | Lama3 | 18901 | -0.474 | -0.0925 | No |
| 134 | Emp3 | 19178 | -0.516 | -0.0927 | No |
| 135 | Fas | 19313 | -0.541 | -0.0851 | No |
| 136 | Slit3 | 19334 | -0.545 | -0.0717 | No |
| 137 | Tnfaip3 | 19457 | -0.573 | -0.0627 | No |
| 138 | Mmp2 | 19552 | -0.594 | -0.0517 | No |
| 139 | Postn | 19695 | -0.644 | -0.0418 | No |
| 140 | Fzd8 | 19704 | -0.648 | -0.0250 | No |
| 141 | Vegfc | 19799 | -0.688 | -0.0116 | No |
| 142 | Ecm1 | 19960 | -0.867 | 0.0033 | No |

