Therefore, SIRT1 may play a role in DR by restoring SIRT1 protein expression in the kidneys, thereby improving autophagy dysregulation, counteracting inflammation, and alleviating renal damage in patients with diabetes. Here, SIRT1 is linked to diabetes mellitus.