To further verify the cause-and-effect between and GAR and NAFLD, MR analysis revealed that higher serum glucose concentration led to a high prevalence of NAFLD while that of albumin was reversed. The gene discussed is ALB; the disease is metabolic dysfunction-associated steatotic liver disease.