Our findings suggest that PON1 may play a role in obesity independent of genetic ancestry and that studies of PON1 and health outcomes, especially in admixed populations, should account for differences due to population stratification. This evidence concerns the gene PON1 and obesity due to melanocortin 4 receptor deficiency.