There is provided a method of preventing or treating non-alcoholic fatty liver disease and/or non-alcoholic steatohepatitis, which comprises administering a pharmaceutical composition comprising L-alanine as an active ingredient to a patient suffering from the disease. This pharmaceutical composition is safe and efficacious for prevention and/or therapeutic treatment of non-alcoholic fatty liver disease or non-alcoholic steatohepatitis patients.