The heterogeneity in the relationship between obesity (as measured by BMI) and diabetes observed here could also be explained by differences in the contribution of reduced insulin secretion and reduced insulin sensitivity to the development of diabetes between various populations. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.