To identify genes influencing alcohol-related phenotypes, we conducted a GWAS of AD. To maximize power, we studied an ethnically homogeneous sample of cases, affected siblings and unscreened controls from Ireland, correcting for relatedness and lack of control screening analytically. We sought replication in 15,496 subjects of European descent (6742 case/controls and 8754 population samples).