SIRT7 and neoplasm: Methods: We conducted a comprehensive literature review up to October 2025 using the PubMed database to identify both tumor-intrinsic and tumor-extrinsic mechanisms linking SIRT7 to anti-cancer immunity and to relate the established molecular functions of SIRT7—such as its roles in metabolism, genome maintenance, and inflammatory regulation—to immune regulation.