Our data showed that higher estimated NEAP but not PRAL was associated with an increased likelihood of having NAFLD in Hong Kong Chinese adults, whereas both markers of dietary acid load were not associated with the presence of possible advance fibrosis. This evidence concerns the gene PRAL and metabolic dysfunction-associated steatotic liver disease.