LPL was chosen as one of the candidate genes for the present nutrigenetic study, given that significant associations between LPL SNPs and obesity traits have been reported by previous studies in addition to their association with lipid traits. The gene discussed is LPL; the disease is obesity due to melanocortin 4 receptor deficiency.