The top candidate genes that we identified include genes which have previously been associated with alcoholism, such as Gabrg2, Gabrb3 and Gria3 [44], [45], but also genes that have not been associated with alcoholism before. This evidence concerns the gene GABRB3 and alcohol drinking.