To validate these findings, we examined gene expression across independent datasets and observed consistent differential expression of DDIT4, FOXO1, and STAT3 in both osteoporosis and sarcopenia cohorts, confirming their relevance as shared biomarkers. Here, DDIT4 is linked to sarcopenia.