Opioid dependence remains a major societal problem worldwide (Degenhardt et al. 2004). Family and twin studies have established that a substantial component of risk for this disorder is attributable to genetic factors [e.g., (Merikangas et al. 1998; Tsuang et al. 1998)]. As with other complex traits, it has proved challenging to determine the specific genes responsible for this contribution.