We found that the prevalence of NAFLD decreased significantly with increasing quartiles of serum calcium and phosphorus (both p < 0.05), whereas albumin-adjusted serum calcium showed an opposite trend to the prevalence of NAFLD. This evidence concerns the gene ALB and metabolic dysfunction-associated steatotic liver disease.