In addition, the severity of clinical osteoporosis was negatively correlated with the expression of APPL1 in bone marrow MSCs, and overexpression of APPL1 in osteoporotic mice significantly alleviated bone loss. The gene discussed is APPL1; the disease is osteoporosis.