| Dataset | GMP.GMP.neu_Pheno.cls #Group3_versus_Group4.GMP.neu_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.neu_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.2784624 |
| Normalized Enrichment Score (NES) | 1.2509525 |
| Nominal p-value | 0.057692308 |
| FDR q-value | 1.0 |
| FWER p-Value | 0.864 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfrsf12a | 16 | 1.064 | 0.0272 | Yes |
| 2 | Tnfaip3 | 67 | 0.917 | 0.0488 | Yes |
| 3 | Mmp2 | 431 | 0.635 | 0.0472 | Yes |
| 4 | Vcan | 499 | 0.609 | 0.0598 | Yes |
| 5 | Sdc1 | 558 | 0.594 | 0.0725 | Yes |
| 6 | Lgals1 | 599 | 0.582 | 0.0858 | Yes |
| 7 | Itgb5 | 604 | 0.580 | 0.1008 | Yes |
| 8 | Fas | 622 | 0.577 | 0.1151 | Yes |
| 9 | Vegfc | 719 | 0.555 | 0.1249 | Yes |
| 10 | Eno2 | 1003 | 0.502 | 0.1239 | Yes |
| 11 | Rhob | 1055 | 0.494 | 0.1343 | Yes |
| 12 | Dab2 | 1129 | 0.486 | 0.1434 | Yes |
| 13 | Cadm1 | 1181 | 0.481 | 0.1535 | Yes |
| 14 | Bgn | 1337 | 0.457 | 0.1577 | Yes |
| 15 | Gadd45b | 1442 | 0.447 | 0.1642 | Yes |
| 16 | Gja1 | 1467 | 0.444 | 0.1746 | Yes |
| 17 | Pcolce | 1533 | 0.436 | 0.1828 | Yes |
| 18 | Sparc | 1537 | 0.435 | 0.1941 | Yes |
| 19 | Col11a1 | 1775 | 0.413 | 0.1931 | Yes |
| 20 | Id2 | 1794 | 0.413 | 0.2030 | Yes |
| 21 | Col5a3 | 1852 | 0.405 | 0.2108 | Yes |
| 22 | Ecm1 | 1997 | 0.393 | 0.2139 | Yes |
| 23 | Vim | 2008 | 0.392 | 0.2237 | Yes |
| 24 | Lama1 | 2160 | 0.374 | 0.2259 | Yes |
| 25 | Cap2 | 2171 | 0.373 | 0.2352 | Yes |
| 26 | Slc6a8 | 2224 | 0.370 | 0.2424 | Yes |
| 27 | Fbln1 | 2310 | 0.364 | 0.2476 | Yes |
| 28 | Timp3 | 2444 | 0.356 | 0.2503 | Yes |
| 29 | Tpm2 | 2505 | 0.351 | 0.2565 | Yes |
| 30 | Slit2 | 2530 | 0.349 | 0.2645 | Yes |
| 31 | Serpine2 | 2545 | 0.348 | 0.2729 | Yes |
| 32 | Fbn2 | 2709 | 0.337 | 0.2736 | Yes |
| 33 | Slit3 | 2786 | 0.331 | 0.2785 | Yes |
| 34 | Pcolce2 | 3186 | 0.305 | 0.2664 | No |
| 35 | Spock1 | 3207 | 0.305 | 0.2734 | No |
| 36 | Pvr | 3613 | 0.281 | 0.2604 | No |
| 37 | Gem | 3889 | 0.260 | 0.2534 | No |
| 38 | Gm21451 | 4089 | 0.250 | 0.2500 | No |
| 39 | Basp1 | 4396 | 0.233 | 0.2407 | No |
| 40 | Gpc1 | 4550 | 0.228 | 0.2390 | No |
| 41 | Fzd8 | 4672 | 0.223 | 0.2388 | No |
| 42 | Lama3 | 5092 | 0.201 | 0.2230 | No |
| 43 | Thy1 | 5224 | 0.195 | 0.2215 | No |
| 44 | Fuca1 | 5241 | 0.194 | 0.2258 | No |
| 45 | Loxl1 | 5427 | 0.184 | 0.2214 | No |
| 46 | Myl9 | 5448 | 0.184 | 0.2252 | No |
| 47 | Pdgfrb | 5510 | 0.184 | 0.2270 | No |
| 48 | Calu | 5831 | 0.167 | 0.2153 | No |
| 49 | Wipf1 | 5963 | 0.162 | 0.2130 | No |
| 50 | Efemp2 | 6210 | 0.150 | 0.2045 | No |
| 51 | Lamc1 | 6543 | 0.134 | 0.1914 | No |
| 52 | Plaur | 6651 | 0.129 | 0.1894 | No |
| 53 | Cald1 | 6677 | 0.128 | 0.1915 | No |
| 54 | Vegfa | 6806 | 0.123 | 0.1883 | No |
| 55 | Itga5 | 6894 | 0.120 | 0.1871 | No |
| 56 | Htra1 | 6929 | 0.119 | 0.1885 | No |
| 57 | Dpysl3 | 6939 | 0.119 | 0.1912 | No |
| 58 | Col5a2 | 6940 | 0.119 | 0.1943 | No |
| 59 | Col1a2 | 6952 | 0.119 | 0.1969 | No |
| 60 | Vcam1 | 7335 | 0.109 | 0.1806 | No |
| 61 | Ppib | 7747 | 0.093 | 0.1623 | No |
| 62 | Col7a1 | 7751 | 0.093 | 0.1646 | No |
| 63 | Tagln | 7772 | 0.092 | 0.1661 | No |
| 64 | Qsox1 | 7981 | 0.084 | 0.1578 | No |
| 65 | Colgalt1 | 8173 | 0.077 | 0.1502 | No |
| 66 | Mcm7 | 8428 | 0.066 | 0.1392 | No |
| 67 | Pfn2 | 8442 | 0.066 | 0.1403 | No |
| 68 | Fn1 | 8810 | 0.051 | 0.1232 | No |
| 69 | Igfbp4 | 8911 | 0.047 | 0.1194 | No |
| 70 | Jun | 8945 | 0.046 | 0.1189 | No |
| 71 | Flna | 8954 | 0.046 | 0.1197 | No |
| 72 | Cdh2 | 9126 | 0.039 | 0.1121 | No |
| 73 | Tfpi2 | 9194 | 0.036 | 0.1097 | No |
| 74 | Ecm2 | 9459 | 0.028 | 0.0972 | No |
| 75 | Tgfbr3 | 9700 | 0.019 | 0.0856 | No |
| 76 | Plod3 | 9944 | 0.011 | 0.0737 | No |
| 77 | Col1a1 | 10250 | 0.000 | 0.0583 | No |
| 78 | Thbs2 | 10268 | 0.000 | 0.0575 | No |
| 79 | Fbln2 | 10453 | -0.001 | 0.0482 | No |
| 80 | Mylk | 11152 | -0.024 | 0.0138 | No |
| 81 | Inhba | 11184 | -0.025 | 0.0129 | No |
| 82 | Tgfb1 | 11199 | -0.025 | 0.0128 | No |
| 83 | Notch2 | 11502 | -0.036 | -0.0014 | No |
| 84 | Fbln5 | 11829 | -0.048 | -0.0165 | No |
| 85 | Fstl3 | 11926 | -0.051 | -0.0200 | No |
| 86 | Magee1 | 12304 | -0.063 | -0.0373 | No |
| 87 | Emp3 | 12626 | -0.075 | -0.0515 | No |
| 88 | Itgav | 12708 | -0.078 | -0.0535 | No |
| 89 | Fstl1 | 12770 | -0.080 | -0.0545 | No |
| 90 | Itgb3 | 13195 | -0.095 | -0.0733 | No |
| 91 | Matn2 | 13335 | -0.100 | -0.0777 | No |
| 92 | Cd44 | 13524 | -0.107 | -0.0843 | No |
| 93 | Plod2 | 13591 | -0.109 | -0.0848 | No |
| 94 | Plod1 | 13669 | -0.112 | -0.0857 | No |
| 95 | Itgb1 | 13687 | -0.113 | -0.0836 | No |
| 96 | Dcn | 13823 | -0.118 | -0.0873 | No |
| 97 | Lama2 | 13867 | -0.119 | -0.0863 | No |
| 98 | Cdh11 | 13976 | -0.124 | -0.0885 | No |
| 99 | Copa | 14018 | -0.126 | -0.0872 | No |
| 100 | Mest | 14425 | -0.142 | -0.1039 | No |
| 101 | Postn | 14501 | -0.145 | -0.1039 | No |
| 102 | Bmp1 | 14729 | -0.154 | -0.1113 | No |
| 103 | Sfrp4 | 15002 | -0.167 | -0.1206 | No |
| 104 | Edil3 | 15762 | -0.196 | -0.1536 | No |
| 105 | Ntm | 15924 | -0.205 | -0.1563 | No |
| 106 | Capg | 15957 | -0.206 | -0.1525 | No |
| 107 | Sgcb | 16041 | -0.211 | -0.1511 | No |
| 108 | Sntb1 | 16150 | -0.214 | -0.1509 | No |
| 109 | Tgm2 | 16262 | -0.219 | -0.1507 | No |
| 110 | Glipr1 | 16329 | -0.223 | -0.1482 | No |
| 111 | Comp | 16591 | -0.238 | -0.1551 | No |
| 112 | Gadd45a | 16675 | -0.243 | -0.1529 | No |
| 113 | Nid2 | 16737 | -0.246 | -0.1495 | No |
| 114 | Tpm1 | 16924 | -0.258 | -0.1520 | No |
| 115 | Col16a1 | 17035 | -0.265 | -0.1506 | No |
| 116 | Pdlim4 | 17315 | -0.277 | -0.1573 | No |
| 117 | Lrp1 | 17743 | -0.306 | -0.1708 | No |
| 118 | Sat1 | 17793 | -0.310 | -0.1651 | No |
| 119 | Mmp14 | 17849 | -0.314 | -0.1596 | No |
| 120 | Tnc | 17866 | -0.316 | -0.1521 | No |
| 121 | Abi3bp | 17890 | -0.316 | -0.1449 | No |
| 122 | Itga2 | 17984 | -0.321 | -0.1412 | No |
| 123 | Tpm4 | 18021 | -0.325 | -0.1344 | No |
| 124 | Col4a1 | 18109 | -0.332 | -0.1301 | No |
| 125 | Thbs1 | 18231 | -0.339 | -0.1273 | No |
| 126 | Dst | 18241 | -0.339 | -0.1188 | No |
| 127 | Fbn1 | 18488 | -0.363 | -0.1217 | No |
| 128 | Col5a1 | 18645 | -0.377 | -0.1196 | No |
| 129 | Col4a2 | 18673 | -0.380 | -0.1110 | No |
| 130 | Sgcd | 18722 | -0.389 | -0.1031 | No |
| 131 | P3h1 | 18925 | -0.414 | -0.1024 | No |
| 132 | Col12a1 | 18958 | -0.418 | -0.0931 | No |
| 133 | Cdh6 | 19109 | -0.437 | -0.0891 | No |
| 134 | Anpep | 19251 | -0.457 | -0.0842 | No |
| 135 | Il15 | 19280 | -0.461 | -0.0735 | No |
| 136 | Fgf2 | 19370 | -0.478 | -0.0654 | No |
| 137 | Spp1 | 19486 | -0.505 | -0.0579 | No |
| 138 | Fap | 19513 | -0.510 | -0.0458 | No |
| 139 | Pmepa1 | 19595 | -0.535 | -0.0358 | No |
| 140 | Nt5e | 19807 | -0.624 | -0.0300 | No |
| 141 | Tgfbi | 19952 | -0.761 | -0.0173 | No |
| 142 | Adam12 | 19972 | -0.797 | 0.0027 | No |

