Moreover, six hub genes with AUC exceeding 0.9, including ARHGAP36, FAM171A1, GPCPD1, MT1X, ZNF415, and RXRG, were confirmed as diagnostic biomarkers for sarcopenia. This evidence concerns the gene ARHGAP36 and sarcopenia.