Marine natural products, owing to their unique chemical diversity, offer new directions for cancer treatment by inducing ferroptosis in tumor cells through targeting key molecules like GPX4 and ACSL4(1), regulating lipid peroxidation and iron metabolism, activating immune responses, and reshaping the TME. The gene discussed is GPX4; the disease is cancer.