In this study, we employed MR analysis to provide a more holistic perspective on the causal relationship between inflammatory cytokines and sarcopenia, suggesting that elevated levels of IL-7, MCP-3, RANTES, and IL-1RA increase, whereas HGF, IP-10, and M-CSF decrease the risk of sarcopenia. Here, CCL7 is linked to sarcopenia.