Here, an immunosuppressive ecosystem in ICB‐resistant tumors is identified, featured by preferential infiltration of MARCO+ tumor‐associated macrophages (TAMs) and restrained cytotoxicity of CD8+ cytotoxic T lymphocytes (CTLs). The gene discussed is MARCO; the disease is neoplasm.