We utilized a genome-wide approach to detect common genetic variants associated with the phenotypes. Unlike most studies which employ a case-control design, we performed a family-based genome-wide association study (GWAS) using extended families densely affected by AD. The sample was limited to European American (EA) families to reduce one source of potential heterogeneity.