HMGB1 and diabetes mellitus: Moreover, researchers have constructed diabetic rat models and found that diabetes increases HMGB1 levels, which are reduced when the HMGB1 inhibitor glycyrrhizin is administered, and apoptosis, inflammatory responses and retinopathy are reduced (54).