In conclusion, this study has identified multi-facetted axes of tumor progression and immune evasion of primary melanoma including enhanced CD8+ T-cell cytotoxicity likely via MYO1F mediated macrophage M1-polarization and ZNF180 as a molecular regulator of DNA repair and immune cell infiltration in melanoma cells. Here, MYO1F is linked to neoplasm.