When compared the cases with and without fatty liver disease, age and HDL cholesterol had no significant difference between groups with p-values 0.971 and 0.319 respectively while all other measures like BMI, other cholesterol levels, ALT and AST were significantly higher among cases with NAFLD. The gene discussed is GPT; the disease is fatty liver disease.