Our results provide some support for the involvement of the PPARGC1A Gly482Ser SNP in body weight or the pathophysiology of obesity related phenotypes in Pacific populations, but large-scale GWA studies in Pacific populations are desired to test this association more robustly. The gene discussed is PPARGC1A; the disease is obesity due to melanocortin 4 receptor deficiency.