Multivariable logistic regression, restricted cubic spline (RCS) analysis, and receiver operating characteristic curves were used to assess the association and predictive performance of the ALT/HDL-C ratio for NAFLD. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.