We performed a two‐sample Mendelian randomization (MR) study to investigate the causal association between the use of genetically proxied lipid‐lowering drugs (including statins, ezetimibe, and PCSK9 inhibitors, which use low‐density lipoprotein as a biomarker), and sarcopenia risk. This evidence concerns the gene PCSK9 and sarcopenia.