The prognostic model raised in this study comprised ten EMT-related genes, including BDNF, COPA, GADD45B, GPX7, ITGB5, LOX, MATN3, MCM7, MMP1, and SPP1, which were associated with different stages of tumor progression. Here, MMP1 is linked to neoplasm.