In this cross-sectional study involving 1,592 participants from a single-center cohort, we systematically investigated the relationship between the ALT/HDL-C ratio and the prevalence of NAFLD. This evidence concerns the gene GPT and metabolic dysfunction-associated steatotic liver disease.