More than 70% of obese subjects also suffer from diabetes.2 To assess whether our signature correlates not only with obesity but also with diabetes, we consider the data in batch 6 for which available clinical data includes BMI, fasting plasma insulin (FPI) and fasting plasma glucose (FPG). Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.