FTO and obesity due to melanocortin 4 receptor deficiency: However, the majority of common obesity in humans is polygenic, with the most reproducible finding from genome-wide association studies, an association at the fat mass and obesity (FTO) locus, explaining only a small component of obesity risk (Tung et al., 2014).