Finally, we will summarize and discuss potential small molecule compounds targeting ACSL4 and lipid peroxidation for tumor prevention and treatment, aiming to provide new ideas and directions for future clinical treatment and drug development. This evidence concerns the gene ACSL4 and neoplasm.