Therefore the purpose of our study was to investigate the association of circulating PYY concentration with obesity status and body composition, measured by dual-energy x-ray absorptiometry, in a large population adjusting for major confounding factors. The gene discussed is PYY; the disease is obesity due to melanocortin 4 receptor deficiency.