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. This evidence concerns the gene ZNF415 and sarcopenia.