In this research, six genetic biomarkers closely associated with sarcopenia, including ARHGAP36, FAM171A1, GPCPD1, MT1X, ZNF415, and RXRG, were identified by WGNCA and LASSO analysis, which were used to future diagnose and screen for sarcopenia. The gene discussed is FAM171A1; the disease is sarcopenia.