This review aims to provide a comprehensive overview of CNPY2’s functions in solid tumors, with a particular focus on its mechanisms of action, its impact on the tumor microenvironment, and its potential as a biomarker and therapeutic target. The gene discussed is CNPY2; the disease is neoplasm.