Fib-4 was positively correlated with NAFLD in the total population but was not significantly correlated with NAFLD in the diabetic population after stratification,while it was correlated with NAFLD in the nondiabetic population, with a specificity of only 0.662. Here, FBL is linked to metabolic dysfunction-associated steatotic liver disease.