The article reviews the roles of selenium and related selenoproteins in immune regulation, analyzes their metabolic processes in solid tumors, and particularly emphasizes the association between GPX4, ferroptosis, and autophagy, offering a theoretical basis for tumor research and treatment. This evidence concerns the gene GPX4 and neoplasm.