To determine the genetic predisposition of this trait, we conducted an association analysis of SNPs of the genes encoding β3-AR (ADRB3) and uncoupling protein 1 (UCP1), which were previously reported to be associated with obesity and related traits [20, 21]. Here, ADRB3 is linked to obesity due to melanocortin 4 receptor deficiency.