In summary, our family-based GWAS identified SNPs in the gene C15orf53 that showed suggestive evidence of association with DSM-IV alcohol dependence symptom count. Interestingly, SNPs in this gene have previously been associated with risk for bipolar disorder in other GWAS and suggest there may be some common genetic factors contributing to both disorders.