We have demonstrated that deletions in or near the SLC12A6 (Solute Carrier Family 12 Member 6) and RYR3 (Ryanodine Receptor 3) genes are statistically associated with decreased body weight and a lower risk of obesity. This evidence concerns the gene RYR3 and obesity due to melanocortin 4 receptor deficiency.