Dopamine receptor D2 gene (DRD2) polymorphisms have been associated with cognitive abilities, obesity, addictions, and physical-activity-related behaviors, which may underlie differences in the effectiveness of training programs. The gene discussed is DRD2; the disease is obesity due to melanocortin 4 receptor deficiency.