This review aims to summarize the molecular structure, function of GPX1, and its roles in redox regulation and further highlight the studies focused on its roles and underlying mechanisms in multiple human cancers to evaluate its therapeutic and prognostic values for cancers. The gene discussed is GPX1; the disease is cancer.