Further investigation into the mechanistic role of Sirtuin 1 and the protective effects of other related factors in diabetic osteoporosis may provide valuable insights into the pathogenesis of T2DM-associated bone metabolic abnormalities and inform early intervention strategies. The gene discussed is SIRT1; the disease is type 2 diabetes mellitus.