The results of Spearman's rank correlation analysis showed that GNRI was positively correlated with BMC, BMD T value, OCN and P1NP, but negatively correlated with β-CTX and PTH, suggesting that the nutritional status of the elderly population was significantly correlated with the occurrence and development of osteoporosis. The gene discussed is PTH; the disease is osteoporosis.