This study showed that three of the four SNPs on BDNF were associated with general obesity and central obesity in former smokers but not in never and current smokers, which suggests genetic predisposition for obesity associated with smoking cessation. The gene discussed is BDNF; the disease is obesity due to melanocortin 4 receptor deficiency.