We found that age, BMI, percentage of males, G/A ratio, percentage of patients with gallstones, AST, and ALT were significantly higher in patients with liver disease (LD) relative to patients with no evidence of liver disease (non-LD). This evidence concerns the gene GPT and gallstones.