Furthermore, 7 key genes associated with osteoporosis treatment drugs were screened and found to be negatively correlated with CD45+ BM-MSCs_5 subgroup score, and they showed excellent diagnosis efficiency, especially F9 gene. The gene discussed is PTPRC; the disease is osteoporosis.