It is hoped that through further research, the SIRT1 gene can be used as a differential marker for depression in patients with diabetes, providing a more effective method for clinical diagnosis and treatment, thereby achieving early diagnosis and treatment of the disease. This evidence concerns the gene SIRT1 and major depressive disorder.