(26) used GSE2208 and GSE56815 datasets for analysis and validation, they identified FOS, PTPN6, and CTSD as potential biomarkers for postmenopausal osteoporosis, which were different from ours. Here, CTSD is linked to postmenopausal osteoporosis.