| Dataset | GMP.GMP.mono_Pheno.cls #Group3_versus_Group4.GMP.mono_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.2957953 |
| Normalized Enrichment Score (NES) | 1.24244 |
| Nominal p-value | 0.07184466 |
| FDR q-value | 0.90896744 |
| FWER p-Value | 0.868 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfaip3 | 122 | 0.850 | 0.0156 | Yes |
| 2 | Comp | 211 | 0.766 | 0.0307 | Yes |
| 3 | Nt5e | 260 | 0.730 | 0.0465 | Yes |
| 4 | Pcolce | 317 | 0.697 | 0.0612 | Yes |
| 5 | Capg | 376 | 0.670 | 0.0752 | Yes |
| 6 | Col7a1 | 487 | 0.634 | 0.0860 | Yes |
| 7 | Fgf2 | 546 | 0.614 | 0.0986 | Yes |
| 8 | Cald1 | 622 | 0.585 | 0.1097 | Yes |
| 9 | Htra1 | 984 | 0.508 | 0.1068 | Yes |
| 10 | Bgn | 1014 | 0.503 | 0.1179 | Yes |
| 11 | Pcolce2 | 1019 | 0.502 | 0.1300 | Yes |
| 12 | Fstl1 | 1067 | 0.495 | 0.1402 | Yes |
| 13 | Myl9 | 1090 | 0.491 | 0.1513 | Yes |
| 14 | Pfn2 | 1107 | 0.488 | 0.1625 | Yes |
| 15 | Col5a1 | 1265 | 0.469 | 0.1674 | Yes |
| 16 | Fermt2 | 1349 | 0.457 | 0.1750 | Yes |
| 17 | Sparc | 1457 | 0.448 | 0.1814 | Yes |
| 18 | Col11a1 | 1515 | 0.444 | 0.1899 | Yes |
| 19 | Lamc1 | 1557 | 0.439 | 0.1989 | Yes |
| 20 | Mylk | 1711 | 0.423 | 0.2028 | Yes |
| 21 | Spock1 | 1744 | 0.420 | 0.2117 | Yes |
| 22 | Fas | 1746 | 0.419 | 0.2219 | Yes |
| 23 | Serpinh1 | 1904 | 0.401 | 0.2250 | Yes |
| 24 | Sgcd | 1915 | 0.400 | 0.2344 | Yes |
| 25 | Sfrp4 | 1986 | 0.392 | 0.2410 | Yes |
| 26 | Fuca1 | 1987 | 0.392 | 0.2506 | Yes |
| 27 | Slc6a8 | 2079 | 0.385 | 0.2562 | Yes |
| 28 | Thy1 | 2381 | 0.368 | 0.2524 | Yes |
| 29 | Dpysl3 | 2420 | 0.364 | 0.2597 | Yes |
| 30 | Rhob | 2555 | 0.354 | 0.2626 | Yes |
| 31 | Slit3 | 2651 | 0.347 | 0.2671 | Yes |
| 32 | Fstl3 | 2703 | 0.342 | 0.2733 | Yes |
| 33 | Pdlim4 | 2793 | 0.335 | 0.2777 | Yes |
| 34 | Serpine2 | 2924 | 0.325 | 0.2801 | Yes |
| 35 | Gem | 2965 | 0.321 | 0.2863 | Yes |
| 36 | Fzd8 | 2983 | 0.320 | 0.2934 | Yes |
| 37 | Lama3 | 3108 | 0.313 | 0.2958 | Yes |
| 38 | Tpm2 | 3609 | 0.287 | 0.2815 | No |
| 39 | Gpc1 | 3633 | 0.286 | 0.2876 | No |
| 40 | Tnfrsf12a | 3758 | 0.277 | 0.2891 | No |
| 41 | Loxl1 | 3865 | 0.272 | 0.2912 | No |
| 42 | Timp1 | 3929 | 0.271 | 0.2952 | No |
| 43 | Pmepa1 | 4257 | 0.255 | 0.2875 | No |
| 44 | Cxcl12 | 4316 | 0.254 | 0.2912 | No |
| 45 | Itga2 | 4420 | 0.251 | 0.2930 | No |
| 46 | Vim | 4673 | 0.239 | 0.2881 | No |
| 47 | Itgb3 | 4683 | 0.239 | 0.2936 | No |
| 48 | Magee1 | 4899 | 0.229 | 0.2900 | No |
| 49 | Sdc1 | 4973 | 0.225 | 0.2924 | No |
| 50 | Col5a3 | 5100 | 0.219 | 0.2924 | No |
| 51 | Sgcg | 5189 | 0.215 | 0.2940 | No |
| 52 | Lama1 | 5366 | 0.206 | 0.2915 | No |
| 53 | Itgb5 | 5501 | 0.202 | 0.2907 | No |
| 54 | Tpm1 | 5533 | 0.200 | 0.2943 | No |
| 55 | Timp3 | 5850 | 0.187 | 0.2854 | No |
| 56 | Prrx1 | 6258 | 0.171 | 0.2723 | No |
| 57 | Colgalt1 | 6514 | 0.168 | 0.2655 | No |
| 58 | Qsox1 | 6578 | 0.165 | 0.2669 | No |
| 59 | Calu | 6751 | 0.157 | 0.2634 | No |
| 60 | Acta2 | 6887 | 0.152 | 0.2614 | No |
| 61 | Cdh6 | 6888 | 0.152 | 0.2651 | No |
| 62 | Plaur | 6892 | 0.152 | 0.2687 | No |
| 63 | Tfpi2 | 7043 | 0.147 | 0.2659 | No |
| 64 | Lgals1 | 7299 | 0.137 | 0.2584 | No |
| 65 | Dst | 7463 | 0.132 | 0.2547 | No |
| 66 | Fn1 | 7502 | 0.130 | 0.2563 | No |
| 67 | Pdgfrb | 7510 | 0.130 | 0.2592 | No |
| 68 | Tagln | 7640 | 0.126 | 0.2568 | No |
| 69 | Vcam1 | 7652 | 0.125 | 0.2594 | No |
| 70 | Gadd45a | 7789 | 0.121 | 0.2565 | No |
| 71 | Flna | 7799 | 0.121 | 0.2591 | No |
| 72 | Eno2 | 8174 | 0.109 | 0.2458 | No |
| 73 | Matn2 | 8293 | 0.107 | 0.2435 | No |
| 74 | Jun | 8686 | 0.095 | 0.2291 | No |
| 75 | Gm21451 | 9580 | 0.071 | 0.1928 | No |
| 76 | Sdc4 | 9610 | 0.070 | 0.1932 | No |
| 77 | Eln | 9664 | 0.069 | 0.1927 | No |
| 78 | Ecm1 | 9890 | 0.062 | 0.1846 | No |
| 79 | Gja1 | 10129 | 0.056 | 0.1758 | No |
| 80 | Basp1 | 10167 | 0.055 | 0.1756 | No |
| 81 | Thbs2 | 10763 | 0.039 | 0.1512 | No |
| 82 | Ppib | 10771 | 0.039 | 0.1519 | No |
| 83 | Col4a1 | 11133 | 0.029 | 0.1372 | No |
| 84 | Col5a2 | 11259 | 0.027 | 0.1325 | No |
| 85 | Wipf1 | 11299 | 0.026 | 0.1315 | No |
| 86 | Inhba | 11756 | 0.014 | 0.1124 | No |
| 87 | Tgfbr3 | 11778 | 0.013 | 0.1119 | No |
| 88 | Col1a1 | 12313 | 0.000 | 0.0891 | No |
| 89 | Tpm4 | 12821 | -0.004 | 0.0676 | No |
| 90 | Oxtr | 12956 | -0.008 | 0.0621 | No |
| 91 | Emp3 | 13025 | -0.010 | 0.0594 | No |
| 92 | Plod2 | 13075 | -0.011 | 0.0576 | No |
| 93 | Glipr1 | 13114 | -0.012 | 0.0563 | No |
| 94 | Dcn | 13310 | -0.017 | 0.0484 | No |
| 95 | Copa | 13497 | -0.021 | 0.0410 | No |
| 96 | Sntb1 | 13895 | -0.031 | 0.0248 | No |
| 97 | Efemp2 | 13995 | -0.034 | 0.0214 | No |
| 98 | Mmp14 | 14092 | -0.036 | 0.0182 | No |
| 99 | Fap | 14330 | -0.042 | 0.0091 | No |
| 100 | Postn | 15061 | -0.062 | -0.0205 | No |
| 101 | Vcan | 15163 | -0.065 | -0.0232 | No |
| 102 | Itgav | 15172 | -0.065 | -0.0220 | No |
| 103 | Dab2 | 15616 | -0.075 | -0.0390 | No |
| 104 | Cd44 | 15844 | -0.081 | -0.0467 | No |
| 105 | Itga5 | 16041 | -0.088 | -0.0529 | No |
| 106 | Plod3 | 16054 | -0.088 | -0.0512 | No |
| 107 | Tgm2 | 16368 | -0.095 | -0.0622 | No |
| 108 | Sfrp1 | 16519 | -0.100 | -0.0662 | No |
| 109 | Notch2 | 16728 | -0.106 | -0.0724 | No |
| 110 | Itgb1 | 17328 | -0.126 | -0.0949 | No |
| 111 | Abi3bp | 17501 | -0.132 | -0.0990 | No |
| 112 | Mcm7 | 17672 | -0.136 | -0.1029 | No |
| 113 | Igfbp4 | 17922 | -0.145 | -0.1099 | No |
| 114 | Vegfc | 18033 | -0.149 | -0.1110 | No |
| 115 | P3h1 | 18239 | -0.157 | -0.1159 | No |
| 116 | Tgfb1 | 18253 | -0.157 | -0.1126 | No |
| 117 | Fbn2 | 18263 | -0.158 | -0.1091 | No |
| 118 | Mmp2 | 18546 | -0.169 | -0.1170 | No |
| 119 | Gadd45b | 18694 | -0.176 | -0.1189 | No |
| 120 | Crlf1 | 18837 | -0.182 | -0.1205 | No |
| 121 | Il15 | 19259 | -0.200 | -0.1335 | No |
| 122 | Matn3 | 19260 | -0.200 | -0.1286 | No |
| 123 | Fbln5 | 19383 | -0.206 | -0.1288 | No |
| 124 | Anpep | 19500 | -0.213 | -0.1285 | No |
| 125 | Mest | 19676 | -0.218 | -0.1306 | No |
| 126 | Cap2 | 19928 | -0.225 | -0.1358 | No |
| 127 | Edil3 | 20023 | -0.230 | -0.1342 | No |
| 128 | Tnc | 20237 | -0.244 | -0.1373 | No |
| 129 | Col1a2 | 20240 | -0.244 | -0.1314 | No |
| 130 | Cdh11 | 20410 | -0.254 | -0.1324 | No |
| 131 | Spp1 | 20486 | -0.257 | -0.1293 | No |
| 132 | Fbln1 | 20487 | -0.257 | -0.1230 | No |
| 133 | Col6a3 | 20947 | -0.285 | -0.1355 | No |
| 134 | Nid2 | 21041 | -0.286 | -0.1325 | No |
| 135 | Vegfa | 21074 | -0.288 | -0.1268 | No |
| 136 | Lox | 21094 | -0.291 | -0.1205 | No |
| 137 | Adam12 | 21103 | -0.291 | -0.1137 | No |
| 138 | Sat1 | 21105 | -0.292 | -0.1066 | No |
| 139 | Ecm2 | 21110 | -0.292 | -0.0996 | No |
| 140 | Plod1 | 21577 | -0.319 | -0.1116 | No |
| 141 | Ntm | 21628 | -0.322 | -0.1059 | No |
| 142 | Col12a1 | 21668 | -0.326 | -0.0995 | No |
| 143 | Pvr | 21683 | -0.327 | -0.0921 | No |
| 144 | Cdh2 | 21694 | -0.327 | -0.0846 | No |
| 145 | Fbn1 | 21920 | -0.347 | -0.0856 | No |
| 146 | Lamc2 | 21974 | -0.352 | -0.0793 | No |
| 147 | Sgcb | 22163 | -0.372 | -0.0781 | No |
| 148 | Lrp1 | 22380 | -0.396 | -0.0776 | No |
| 149 | Tgfbi | 22526 | -0.420 | -0.0735 | No |
| 150 | Cadm1 | 22658 | -0.431 | -0.0686 | No |
| 151 | Thbs1 | 22742 | -0.446 | -0.0612 | No |
| 152 | Gpx7 | 22876 | -0.471 | -0.0553 | No |
| 153 | Lama2 | 23074 | -0.502 | -0.0514 | No |
| 154 | Id2 | 23263 | -0.556 | -0.0458 | No |
| 155 | Bmp1 | 23312 | -0.575 | -0.0337 | No |
| 156 | Col16a1 | 23367 | -0.604 | -0.0212 | No |
| 157 | Col4a2 | 23456 | -0.650 | -0.0090 | No |
| 158 | Slit2 | 23474 | -0.659 | 0.0064 | No |

