| Dataset | GMP.GMP.mono_Pheno.cls #Group1_versus_Group4.GMP.mono_Pheno.cls #Group1_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 0 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.205609 |
| Normalized Enrichment Score (NES) | 0.8440679 |
| Nominal p-value | 0.85106385 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfaip3 | 51 | 1.027 | 0.0227 | Yes |
| 2 | Comp | 297 | 0.749 | 0.0304 | Yes |
| 3 | Tnfrsf12a | 478 | 0.672 | 0.0390 | Yes |
| 4 | Itgb5 | 493 | 0.666 | 0.0545 | Yes |
| 5 | Rhob | 570 | 0.638 | 0.0667 | Yes |
| 6 | Gem | 681 | 0.612 | 0.0768 | Yes |
| 7 | Sgcd | 1023 | 0.548 | 0.0755 | Yes |
| 8 | Pfn2 | 1126 | 0.537 | 0.0842 | Yes |
| 9 | Col11a1 | 1193 | 0.529 | 0.0942 | Yes |
| 10 | Pdlim4 | 1218 | 0.527 | 0.1059 | Yes |
| 11 | Itga2 | 1271 | 0.521 | 0.1163 | Yes |
| 12 | Itgb3 | 1311 | 0.514 | 0.1271 | Yes |
| 13 | Nt5e | 1532 | 0.480 | 0.1293 | Yes |
| 14 | Htra1 | 1536 | 0.479 | 0.1408 | Yes |
| 15 | Jun | 1580 | 0.472 | 0.1504 | Yes |
| 16 | Gpc1 | 1674 | 0.461 | 0.1576 | Yes |
| 17 | Capg | 1793 | 0.447 | 0.1634 | Yes |
| 18 | Tagln | 1863 | 0.438 | 0.1710 | Yes |
| 19 | Flna | 2167 | 0.414 | 0.1682 | Yes |
| 20 | Efemp2 | 2428 | 0.396 | 0.1667 | Yes |
| 21 | Sfrp4 | 2649 | 0.381 | 0.1665 | Yes |
| 22 | Loxl1 | 2704 | 0.379 | 0.1734 | Yes |
| 23 | Pcolce | 2987 | 0.364 | 0.1702 | Yes |
| 24 | Lamc1 | 3115 | 0.357 | 0.1734 | Yes |
| 25 | Serpine2 | 3133 | 0.355 | 0.1813 | Yes |
| 26 | Fgf2 | 3239 | 0.350 | 0.1853 | Yes |
| 27 | Col7a1 | 3416 | 0.339 | 0.1860 | Yes |
| 28 | Matn2 | 3469 | 0.335 | 0.1919 | Yes |
| 29 | Dpysl3 | 3623 | 0.324 | 0.1932 | Yes |
| 30 | Fermt2 | 3694 | 0.320 | 0.1980 | Yes |
| 31 | Cxcl12 | 3697 | 0.320 | 0.2056 | Yes |
| 32 | Copa | 3925 | 0.307 | 0.2034 | No |
| 33 | Slit3 | 4149 | 0.295 | 0.2010 | No |
| 34 | Calu | 4245 | 0.290 | 0.2040 | No |
| 35 | Notch2 | 4537 | 0.274 | 0.1982 | No |
| 36 | Ecm1 | 4865 | 0.257 | 0.1905 | No |
| 37 | Fn1 | 4991 | 0.251 | 0.1913 | No |
| 38 | Lama3 | 5021 | 0.250 | 0.1961 | No |
| 39 | Plaur | 5206 | 0.240 | 0.1940 | No |
| 40 | Cdh6 | 5295 | 0.236 | 0.1960 | No |
| 41 | Oxtr | 5391 | 0.231 | 0.1975 | No |
| 42 | Bgn | 5497 | 0.230 | 0.1986 | No |
| 43 | Cald1 | 5612 | 0.227 | 0.1993 | No |
| 44 | Timp1 | 6191 | 0.204 | 0.1796 | No |
| 45 | Wipf1 | 6285 | 0.203 | 0.1805 | No |
| 46 | Thbs2 | 6441 | 0.197 | 0.1787 | No |
| 47 | Sparc | 6543 | 0.193 | 0.1790 | No |
| 48 | Gm21451 | 6912 | 0.181 | 0.1677 | No |
| 49 | Col5a1 | 7094 | 0.175 | 0.1643 | No |
| 50 | Edil3 | 7524 | 0.158 | 0.1498 | No |
| 51 | Tgfbr3 | 7945 | 0.143 | 0.1354 | No |
| 52 | Slc6a8 | 8100 | 0.135 | 0.1321 | No |
| 53 | Sntb1 | 8711 | 0.111 | 0.1087 | No |
| 54 | Itga5 | 8938 | 0.104 | 0.1016 | No |
| 55 | Fap | 8967 | 0.103 | 0.1029 | No |
| 56 | Fas | 9000 | 0.102 | 0.1040 | No |
| 57 | Vegfa | 9151 | 0.096 | 0.1000 | No |
| 58 | Gja1 | 9287 | 0.092 | 0.0964 | No |
| 59 | Itgb1 | 9489 | 0.085 | 0.0899 | No |
| 60 | Lama1 | 9558 | 0.082 | 0.0890 | No |
| 61 | Mylk | 9568 | 0.082 | 0.0906 | No |
| 62 | Thbs1 | 9738 | 0.076 | 0.0852 | No |
| 63 | Thy1 | 9857 | 0.072 | 0.0819 | No |
| 64 | Tpm2 | 9970 | 0.067 | 0.0788 | No |
| 65 | Timp3 | 10219 | 0.058 | 0.0696 | No |
| 66 | Cdh11 | 10283 | 0.056 | 0.0683 | No |
| 67 | Cd44 | 10345 | 0.054 | 0.0670 | No |
| 68 | Magee1 | 10406 | 0.052 | 0.0657 | No |
| 69 | Sat1 | 10420 | 0.051 | 0.0664 | No |
| 70 | Spock1 | 10511 | 0.047 | 0.0637 | No |
| 71 | Col6a3 | 11160 | 0.025 | 0.0367 | No |
| 72 | Itgav | 11225 | 0.023 | 0.0345 | No |
| 73 | Plod2 | 11368 | 0.019 | 0.0289 | No |
| 74 | Tgfbi | 11384 | 0.018 | 0.0287 | No |
| 75 | Matn3 | 11671 | 0.009 | 0.0167 | No |
| 76 | Col5a3 | 11788 | 0.005 | 0.0119 | No |
| 77 | Col1a1 | 11928 | 0.000 | 0.0060 | No |
| 78 | Prrx1 | 11948 | 0.000 | 0.0052 | No |
| 79 | Myl9 | 12005 | 0.000 | 0.0028 | No |
| 80 | Pcolce2 | 12211 | -0.002 | -0.0059 | No |
| 81 | Fuca1 | 12471 | -0.010 | -0.0167 | No |
| 82 | Il15 | 12510 | -0.011 | -0.0180 | No |
| 83 | Mcm7 | 12745 | -0.019 | -0.0275 | No |
| 84 | Ntm | 13017 | -0.029 | -0.0384 | No |
| 85 | P3h1 | 13184 | -0.035 | -0.0446 | No |
| 86 | Plod1 | 13494 | -0.046 | -0.0567 | No |
| 87 | Sdc1 | 13717 | -0.053 | -0.0649 | No |
| 88 | Qsox1 | 14206 | -0.071 | -0.0839 | No |
| 89 | Mest | 14685 | -0.087 | -0.1022 | No |
| 90 | Vim | 14837 | -0.092 | -0.1064 | No |
| 91 | Serpinh1 | 14890 | -0.094 | -0.1063 | No |
| 92 | Inhba | 14913 | -0.095 | -0.1050 | No |
| 93 | Pvr | 14934 | -0.096 | -0.1035 | No |
| 94 | Tpm4 | 15026 | -0.100 | -0.1050 | No |
| 95 | Basp1 | 15175 | -0.105 | -0.1087 | No |
| 96 | Fbln5 | 15246 | -0.108 | -0.1091 | No |
| 97 | Sdc4 | 15281 | -0.109 | -0.1079 | No |
| 98 | Vegfc | 15313 | -0.110 | -0.1065 | No |
| 99 | Fzd8 | 15320 | -0.111 | -0.1041 | No |
| 100 | Tfpi2 | 15371 | -0.112 | -0.1035 | No |
| 101 | Plod3 | 15434 | -0.114 | -0.1034 | No |
| 102 | Dst | 15453 | -0.115 | -0.1014 | No |
| 103 | Tnc | 15550 | -0.118 | -0.1026 | No |
| 104 | Lamc2 | 15562 | -0.118 | -0.1002 | No |
| 105 | Pmepa1 | 15769 | -0.127 | -0.1059 | No |
| 106 | Eno2 | 16033 | -0.138 | -0.1138 | No |
| 107 | Fbn1 | 16201 | -0.144 | -0.1174 | No |
| 108 | Lrp1 | 16311 | -0.149 | -0.1185 | No |
| 109 | Col5a2 | 16425 | -0.154 | -0.1196 | No |
| 110 | Sgcg | 16556 | -0.158 | -0.1213 | No |
| 111 | Pdgfrb | 16697 | -0.162 | -0.1233 | No |
| 112 | Crlf1 | 16830 | -0.168 | -0.1249 | No |
| 113 | Anpep | 17061 | -0.176 | -0.1304 | No |
| 114 | Acta2 | 17156 | -0.179 | -0.1301 | No |
| 115 | Mmp14 | 17211 | -0.181 | -0.1280 | No |
| 116 | Cadm1 | 17341 | -0.187 | -0.1289 | No |
| 117 | Glipr1 | 17768 | -0.205 | -0.1421 | No |
| 118 | Fbln1 | 18200 | -0.220 | -0.1552 | No |
| 119 | Adam12 | 18205 | -0.221 | -0.1500 | No |
| 120 | Colgalt1 | 18832 | -0.251 | -0.1706 | No |
| 121 | Fstl3 | 18965 | -0.258 | -0.1700 | No |
| 122 | Mmp2 | 19013 | -0.261 | -0.1656 | No |
| 123 | Vcam1 | 19093 | -0.265 | -0.1626 | No |
| 124 | Gadd45a | 19183 | -0.269 | -0.1599 | No |
| 125 | Fbn2 | 19391 | -0.279 | -0.1619 | No |
| 126 | Ecm2 | 19430 | -0.282 | -0.1567 | No |
| 127 | Tpm1 | 19563 | -0.285 | -0.1554 | No |
| 128 | Fstl1 | 19684 | -0.292 | -0.1535 | No |
| 129 | Col4a1 | 19787 | -0.299 | -0.1506 | No |
| 130 | Vcan | 19827 | -0.301 | -0.1450 | No |
| 131 | Lama2 | 19829 | -0.301 | -0.1377 | No |
| 132 | Slit2 | 19935 | -0.308 | -0.1347 | No |
| 133 | Sfrp1 | 20035 | -0.313 | -0.1314 | No |
| 134 | Nid2 | 20097 | -0.314 | -0.1264 | No |
| 135 | Eln | 20151 | -0.317 | -0.1210 | No |
| 136 | Postn | 20249 | -0.323 | -0.1173 | No |
| 137 | Col16a1 | 20262 | -0.323 | -0.1100 | No |
| 138 | Ppib | 20598 | -0.343 | -0.1160 | No |
| 139 | Gpx7 | 20603 | -0.343 | -0.1078 | No |
| 140 | Col1a2 | 20774 | -0.354 | -0.1065 | No |
| 141 | Lox | 20886 | -0.363 | -0.1024 | No |
| 142 | Sgcb | 21039 | -0.373 | -0.0999 | No |
| 143 | Tgfb1 | 21043 | -0.373 | -0.0910 | No |
| 144 | Dcn | 21156 | -0.382 | -0.0865 | No |
| 145 | Tgm2 | 21248 | -0.389 | -0.0810 | No |
| 146 | Spp1 | 21501 | -0.409 | -0.0818 | No |
| 147 | Abi3bp | 21622 | -0.420 | -0.0768 | No |
| 148 | Dab2 | 21812 | -0.433 | -0.0744 | No |
| 149 | Col12a1 | 21856 | -0.437 | -0.0656 | No |
| 150 | Cap2 | 22539 | -0.511 | -0.0823 | No |
| 151 | Igfbp4 | 22799 | -0.547 | -0.0801 | No |
| 152 | Gadd45b | 22876 | -0.561 | -0.0698 | No |
| 153 | Cdh2 | 23010 | -0.590 | -0.0612 | No |
| 154 | Emp3 | 23019 | -0.592 | -0.0472 | No |
| 155 | Lgals1 | 23091 | -0.609 | -0.0355 | No |
| 156 | Bmp1 | 23139 | -0.621 | -0.0224 | No |
| 157 | Id2 | 23495 | -0.791 | -0.0184 | No |
| 158 | Col4a2 | 23604 | -0.987 | 0.0009 | No |

