• Walking speed and appendicular muscle mass are negatively correlated with non-alcoholic fatty liver disease (NAFLD) risk, while grip strength shows no significant association.
• Reverse Mendelian randomization reveals that NAFLD is negatively associated with appendicular muscle mass, suggesting a bidirectional relationship.
• Thirty-nine gut microbiota taxa are significantly associated with sarcopenia, and six have a causal relationship with NAFLD, implicating the gut-liver-muscle axis.
• The study highlights the potential role of short-chain fatty acid metabolism in mediating the gut-liver-muscle axis, offering new insights for cross-organ mechanisms and population-specific interventions.
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