Exploring key genes in NAFLD linked to glutamine metabolism: A comprehensive analysis combining multi-omics, machine learning and SHAP.

Our MR findings suggest that specific metabolites may lower the risk of NAFLD. A comprehensive analysis underscores the significant role of glutamine metabolism and related genes in NAFLD pathogenesis, offering new potential targets for NAFLD diagnosis and treatment.