This polarization is driven by CSF-1R signaling, which enhances the secretion of immunosuppressive cytokines such as IL-10 and TGF-β, supporting tumor growth by inhibiting cytotoxic T cell activity and promoting regulatory T cell expansion. The gene discussed is CSF1R; the disease is neoplasm.