Twin and family studies provide evidence of a genetic contribution to liability for opioid dependence with heritability estimates ranging from 40 to 60%.1–4 However, genetic association studies have produced few consistently replicated findings.5 One important factor contributing to this inconsistency is the lack of a definitive control population6,7 for these investigations.