Three novel genes—SLC39A8, GRK4 and HGFAC—within loci associated with altered alcoholic drinks per week (ADW) or cigarettes per day (CPD) were selected to further study their role in alcohol and tobacco use disorder. This evidence concerns the gene GRK4 and nicotine dependence.