This study contributes several new findings about genetic risk for nicotine dependence. The CHRNA5-CHRNA3-CHRNB4 region clearly plays a role in nicotine dependence risk not only in European-Americans but also in African-Americans, and our evidence suggests that multiple variants are involved.