This study design allowed for a simultaneous investigation on the influence of obesity and diabetes on PI3K/AKT pathway toward the identification of genetic determinants of obesity heterogeneity in Type II diabetes. Here, AKT1 is linked to obesity due to melanocortin 4 receptor deficiency.