Having lean NAFLD for the highest versus the lowest tertile of adiponectin–leptin ratio was 0.28(95%CI: 0.12–0.69) after adjustment of age, sex, current smoking, exercise habits, HOMA-IR and AST/ALT. The gene discussed is LEP; the disease is metabolic dysfunction-associated steatotic liver disease.