LEPR and obesity due to melanocortin 4 receptor deficiency: The Q223R SNP (but not the K109R or K656N SNPs) of the LEPR gene has been reported to be associated with obesity and to predict a small percentage of body weight and body composition variability in a genetically homogeneous population [8].