A method for treating alcohol dependence or alcohol abuse in a subject comprising administering to the subject a composition comprising an effective amount of memantine, wherein the effective amount of memantine is 2-4.7 mg/day. Low dose of memantine having anti-inflammatory and neurotrophic effect is able to reduce alcohol use.