The FTO rs9939609 A-allele was associated with an increased risk of obesity, with a per-allele OR of 1.23 (95% CI: 1.04, 1.46; P = 0.017) after adjusting for sex and age. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.