Our results shown in Table 3 revealed that the occurrence of hip fracture in the elderly was significantly correlated with the Z value, milk drinking, BMI, outdoor sports, history of fracture, a falling history in recent 3 years, BMD, and serum levels of OPN and β‐CTX. The gene discussed is SPP1; the disease is hip fracture.