Although many candidate genes have been associated with addiction (see Table 1 for verified and Supplementary Table 1 for non-verified genes associated with multiple substances and Supplementary Table 2 for genes associated with only one substance), few findings have been replicated. Given the controversial association reports for many genes, we focus on genes that have not only received strong statistical support for association with multiple substances of abuse but also have greater biological support.