Based on a large sample size of over 132,000 adults without diabetes at baseline, we found that NAFLD, ALT, AST, GGT and ALP are independent predictors of incident diabetes in both men and women. Here, GPT is linked to metabolic dysfunction-associated steatotic liver disease.