Several studies in the past decade have shown that in various subject groups the DRD2 gene is associated with alcoholism, drug abuse, smoking, obesity, compulsive gambling, and several personality traits [69,70]. This evidence concerns the gene DRD2 and obesity due to melanocortin 4 receptor deficiency.