Many candidate gene and genome-wide association studies (GWAS) have been carried out where LEP and LEPR polymorphisms have been investigated for their role in measures of adiposity, obesity and its sequelae [13, 44–48]. Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.