CIBERSORT analysis showed the relationship between these genes and immune cell subsets, while Mendelian randomization (MR) analysis confirmed the causal relationship between the expression of CYP26B1 gene and the risk of sarcopenia. The gene discussed is CYP26B1; the disease is sarcopenia.