Investigating the relationship of DII with chronic diseases is mainly related to obesity since stimulating more insulin release results in increased body fat mass by decreasing fat oxidation and elevating carbohydrate oxidation. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.