Background: The prevalence and etiologies of elevated alanine aminotransferase (ALT) have geographic variations and they are rarely reported in Taiwan. Through a populationbased screening study, the prevalence and etiologies of elevated ALT in an adult population of Taiwan were assessed. Methods: A cross-sectional community study in a rural village of Taiwan was conducted in 3260 Chinese adults (age ≥ 18 years) undergoing ultrasonography (US), blood tests, and interviews with a structured questionnaire. The diagnostic criteria of non-alcoholic fatty liver disease (NAFLD) included alcohol intake < 20 g/week for women or < 30 g/week for men, negative hepatitis B virus (HBV) and hepatitis C virus (HCV) infections, no known etiologies of liver disease, and US consistent with fatty liver. Results: The prevalence of elevated ALT was 11.4% (372/3260). The probable cause of this elevation was excess alcohol consumption in 0.8%, HBV in 28.5%, HCV in 13.2%, both HBV and HCV in 2.2%, NAFLD in 33.6%, and unexplained cause in 21.8%. The etiologic distribution of elevated ALT was similar in both genders, although elevation was more common in men compared to women (17.3% vs 6.1%, P < 0.05). The prevalence of elevated ALT in NAFLD was 18.1% (125/691), and the positive predictive value was 33.6% (125/372). The development of NAFLD was related to increasing age (age between 40 years and 64 years, odds ratio [OR] 1.59, 95% confidence interval [CI]: 1.25-2.01; age ≥ 65 years, OR 1.46, 95%CI: 1.08-1.96), fasting plasma glucose (FPG) ≥ 126 mg/dL (OR 1.54, 95%CI: 1.11-2.14), bodymass index (BMI) ≥ 25 kg/m 2 (OR 5.01, 95%CI: 4.13-6.26), triglyceridemia ≥ 150 mg/dL (OR 1.96, 95%CI: 1.58-2.42), and hyperuricemia (OR 1.50, 95%CI: 1.22-1.84). Elevated ALT was related to male gender, BMI ≥ 25 kg/m