Differential expression analysis in osteoporosis and sarcopenia datasets revealed that seven biomarkers—BCL6, DDIT4, FOXO1, IRS1, NFKBIA, PGK1, and STAT3—were differentially expressed in the independent osteoporosis dataset GSE84500. The gene discussed is IRS1; the disease is sarcopenia.