Our analyses revealed significant bidirectional genetic associations between sarcopenia and chronic pain, identifying 9 shared genes (MAPKAPK3, MYBPC3, POLR2L, DDAH1, FAM177B, ABCC8, RMDN3, RFTN2, and SUOX). This evidence concerns the gene RMDN3 and sarcopenia.