As research has progressed, the focus has shifted to the relationship between osteocalcin levels and diabetic complications, the clinical efficacy of drugs or vitamins for osteoporosis in diabetic patients, and the potential mechanism of insulin regulation by osteocalcin(as shown in Figure 11-summary of the osteocalcin). The gene discussed is BGLAP; the disease is osteoporosis.