| Dataset | GMP.GMP.neu_Pheno.cls #Group2_versus_Group4.GMP.neu_Pheno.cls #Group2_versus_Group4_repos |
| Phenotype | GMP.neu_Pheno.cls#Group2_versus_Group4_repos |
| Upregulated in class | 1 |
| GeneSet | HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION |
| Enrichment Score (ES) | 0.24140035 |
| Normalized Enrichment Score (NES) | 1.0361041 |
| Nominal p-value | 0.338 |
| FDR q-value | 0.6904162 |
| FWER p-Value | 0.974 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Tnfaip3 | 126 | 0.810 | 0.0135 | Yes |
| 2 | Tnfrsf12a | 143 | 0.791 | 0.0321 | Yes |
| 3 | Gja1 | 318 | 0.672 | 0.0398 | Yes |
| 4 | Tfpi2 | 340 | 0.665 | 0.0550 | Yes |
| 5 | Col5a3 | 343 | 0.663 | 0.0712 | Yes |
| 6 | Cap2 | 351 | 0.661 | 0.0870 | Yes |
| 7 | Gadd45b | 357 | 0.659 | 0.1029 | Yes |
| 8 | Itgb5 | 385 | 0.647 | 0.1174 | Yes |
| 9 | Rhob | 458 | 0.626 | 0.1291 | Yes |
| 10 | Calu | 485 | 0.620 | 0.1429 | Yes |
| 11 | Spock1 | 574 | 0.598 | 0.1532 | Yes |
| 12 | Cadm1 | 628 | 0.581 | 0.1647 | Yes |
| 13 | Bgn | 675 | 0.572 | 0.1764 | Yes |
| 14 | Fbn2 | 838 | 0.540 | 0.1815 | Yes |
| 15 | Pvr | 1040 | 0.503 | 0.1837 | Yes |
| 16 | Dab2 | 1176 | 0.485 | 0.1888 | Yes |
| 17 | Slc6a8 | 1238 | 0.476 | 0.1974 | Yes |
| 18 | Sdc1 | 1579 | 0.438 | 0.1910 | Yes |
| 19 | Thbs2 | 1602 | 0.436 | 0.2006 | Yes |
| 20 | Lgals1 | 1699 | 0.427 | 0.2062 | Yes |
| 21 | Dpysl3 | 2396 | 0.372 | 0.1803 | Yes |
| 22 | Tpm4 | 2455 | 0.368 | 0.1864 | Yes |
| 23 | Vim | 2501 | 0.365 | 0.1931 | Yes |
| 24 | Copa | 2774 | 0.346 | 0.1879 | Yes |
| 25 | Basp1 | 2860 | 0.340 | 0.1920 | Yes |
| 26 | Id2 | 2952 | 0.334 | 0.1956 | Yes |
| 27 | Tagln | 2987 | 0.331 | 0.2020 | Yes |
| 28 | Pcolce2 | 3061 | 0.324 | 0.2063 | Yes |
| 29 | Cald1 | 3114 | 0.322 | 0.2115 | Yes |
| 30 | Fn1 | 3178 | 0.317 | 0.2161 | Yes |
| 31 | Itgb1 | 3188 | 0.317 | 0.2234 | Yes |
| 32 | Itga5 | 3594 | 0.293 | 0.2103 | Yes |
| 33 | Htra1 | 3659 | 0.291 | 0.2142 | Yes |
| 34 | Sfrp4 | 3704 | 0.289 | 0.2190 | Yes |
| 35 | Ecm1 | 3732 | 0.287 | 0.2247 | Yes |
| 36 | Inhba | 3766 | 0.284 | 0.2300 | Yes |
| 37 | Flna | 3805 | 0.281 | 0.2350 | Yes |
| 38 | Gm21451 | 3822 | 0.281 | 0.2411 | Yes |
| 39 | Mmp2 | 4078 | 0.268 | 0.2348 | Yes |
| 40 | Ppib | 4189 | 0.263 | 0.2357 | Yes |
| 41 | Jun | 4204 | 0.262 | 0.2414 | Yes |
| 42 | Lrp1 | 4440 | 0.246 | 0.2356 | No |
| 43 | Lama1 | 4659 | 0.236 | 0.2304 | No |
| 44 | Vcam1 | 4800 | 0.228 | 0.2290 | No |
| 45 | Wipf1 | 4865 | 0.225 | 0.2313 | No |
| 46 | Notch2 | 4939 | 0.220 | 0.2330 | No |
| 47 | Vegfa | 5197 | 0.207 | 0.2251 | No |
| 48 | Col1a1 | 5216 | 0.206 | 0.2293 | No |
| 49 | Eno2 | 5217 | 0.206 | 0.2343 | No |
| 50 | Timp3 | 5329 | 0.201 | 0.2336 | No |
| 51 | Pcolce | 5663 | 0.188 | 0.2215 | No |
| 52 | Vcan | 5870 | 0.177 | 0.2155 | No |
| 53 | Col5a2 | 6459 | 0.150 | 0.1896 | No |
| 54 | Fstl1 | 6652 | 0.141 | 0.1834 | No |
| 55 | Fbln1 | 7024 | 0.122 | 0.1677 | No |
| 56 | Plaur | 7401 | 0.107 | 0.1514 | No |
| 57 | Mest | 7509 | 0.102 | 0.1485 | No |
| 58 | Col1a2 | 7748 | 0.092 | 0.1388 | No |
| 59 | Nid2 | 7833 | 0.091 | 0.1368 | No |
| 60 | Itgb3 | 7922 | 0.087 | 0.1345 | No |
| 61 | Sat1 | 7949 | 0.086 | 0.1353 | No |
| 62 | Plod3 | 7990 | 0.084 | 0.1354 | No |
| 63 | Fas | 8151 | 0.077 | 0.1292 | No |
| 64 | Fuca1 | 8477 | 0.062 | 0.1144 | No |
| 65 | Qsox1 | 8491 | 0.062 | 0.1152 | No |
| 66 | Itgav | 8571 | 0.059 | 0.1127 | No |
| 67 | Thy1 | 8893 | 0.045 | 0.0977 | No |
| 68 | Pdgfrb | 8973 | 0.041 | 0.0947 | No |
| 69 | Mcm7 | 9038 | 0.038 | 0.0924 | No |
| 70 | Ntm | 9221 | 0.031 | 0.0840 | No |
| 71 | Plod1 | 9381 | 0.023 | 0.0766 | No |
| 72 | Tpm2 | 9464 | 0.019 | 0.0730 | No |
| 73 | Fbln2 | 9723 | 0.008 | 0.0602 | No |
| 74 | Sparc | 9887 | 0.000 | 0.0520 | No |
| 75 | Col11a1 | 9899 | 0.000 | 0.0514 | No |
| 76 | Loxl1 | 9903 | 0.000 | 0.0513 | No |
| 77 | Myl9 | 9917 | 0.000 | 0.0506 | No |
| 78 | Colgalt1 | 9962 | -0.000 | 0.0484 | No |
| 79 | Mylk | 10007 | -0.002 | 0.0463 | No |
| 80 | Col4a1 | 10017 | -0.003 | 0.0459 | No |
| 81 | Col7a1 | 10223 | -0.011 | 0.0358 | No |
| 82 | Cdh2 | 10350 | -0.017 | 0.0299 | No |
| 83 | Gadd45a | 10586 | -0.026 | 0.0187 | No |
| 84 | Adam12 | 11234 | -0.054 | -0.0125 | No |
| 85 | Vegfc | 11277 | -0.056 | -0.0132 | No |
| 86 | P3h1 | 11363 | -0.060 | -0.0160 | No |
| 87 | Lama3 | 11391 | -0.062 | -0.0159 | No |
| 88 | Igfbp4 | 11438 | -0.064 | -0.0166 | No |
| 89 | Magee1 | 11695 | -0.076 | -0.0276 | No |
| 90 | Itga2 | 11769 | -0.079 | -0.0294 | No |
| 91 | Fap | 11834 | -0.083 | -0.0306 | No |
| 92 | Gpc1 | 11864 | -0.084 | -0.0300 | No |
| 93 | Slit2 | 11979 | -0.089 | -0.0335 | No |
| 94 | Fstl3 | 11993 | -0.090 | -0.0320 | No |
| 95 | Ecm2 | 12085 | -0.094 | -0.0342 | No |
| 96 | Tgfbr3 | 12405 | -0.108 | -0.0476 | No |
| 97 | Cdh6 | 12699 | -0.119 | -0.0594 | No |
| 98 | Thbs1 | 12740 | -0.120 | -0.0585 | No |
| 99 | Spp1 | 13133 | -0.139 | -0.0748 | No |
| 100 | Sgcb | 13288 | -0.145 | -0.0790 | No |
| 101 | Matn2 | 13344 | -0.147 | -0.0782 | No |
| 102 | Comp | 13376 | -0.149 | -0.0761 | No |
| 103 | Slit3 | 14335 | -0.197 | -0.1194 | No |
| 104 | Lamc1 | 14503 | -0.205 | -0.1228 | No |
| 105 | Gem | 14614 | -0.211 | -0.1232 | No |
| 106 | Anpep | 14845 | -0.222 | -0.1293 | No |
| 107 | Tgfb1 | 14901 | -0.224 | -0.1266 | No |
| 108 | Lama2 | 14999 | -0.229 | -0.1258 | No |
| 109 | Efemp2 | 15186 | -0.236 | -0.1294 | No |
| 110 | Bmp1 | 15199 | -0.237 | -0.1242 | No |
| 111 | Tnc | 15710 | -0.263 | -0.1434 | No |
| 112 | Fgf2 | 15818 | -0.270 | -0.1422 | No |
| 113 | Mmp14 | 15946 | -0.276 | -0.1418 | No |
| 114 | Fbln5 | 16030 | -0.281 | -0.1391 | No |
| 115 | Col5a1 | 16150 | -0.287 | -0.1380 | No |
| 116 | Fbn1 | 16420 | -0.304 | -0.1441 | No |
| 117 | Dcn | 16498 | -0.307 | -0.1405 | No |
| 118 | Col12a1 | 16539 | -0.309 | -0.1349 | No |
| 119 | Serpine2 | 16590 | -0.312 | -0.1298 | No |
| 120 | Edil3 | 16663 | -0.316 | -0.1257 | No |
| 121 | Dst | 17111 | -0.345 | -0.1397 | No |
| 122 | Cd44 | 17217 | -0.353 | -0.1364 | No |
| 123 | Emp3 | 17358 | -0.362 | -0.1345 | No |
| 124 | Col4a2 | 17395 | -0.365 | -0.1274 | No |
| 125 | Tpm1 | 17419 | -0.366 | -0.1196 | No |
| 126 | Pfn2 | 17521 | -0.375 | -0.1155 | No |
| 127 | Fzd8 | 17529 | -0.376 | -0.1066 | No |
| 128 | Col16a1 | 17622 | -0.384 | -0.1019 | No |
| 129 | Postn | 17659 | -0.387 | -0.0942 | No |
| 130 | Capg | 18430 | -0.459 | -0.1217 | No |
| 131 | Cdh11 | 18438 | -0.460 | -0.1108 | No |
| 132 | Glipr1 | 19006 | -0.531 | -0.1263 | No |
| 133 | Pdlim4 | 19116 | -0.549 | -0.1183 | No |
| 134 | Tgm2 | 19177 | -0.561 | -0.1076 | No |
| 135 | Nt5e | 19531 | -0.645 | -0.1096 | No |
| 136 | Tgfbi | 19601 | -0.667 | -0.0967 | No |
| 137 | Sntb1 | 19642 | -0.683 | -0.0820 | No |
| 138 | Plod2 | 19778 | -0.742 | -0.0706 | No |
| 139 | Pmepa1 | 19781 | -0.743 | -0.0525 | No |
| 140 | Abi3bp | 19809 | -0.759 | -0.0353 | No |
| 141 | Sgcd | 19861 | -0.808 | -0.0180 | No |
| 142 | Il15 | 19997 | -1.073 | 0.0015 | No |

