Nevertheless, the relationship between obesity and insulin resistance is a result of changes in the insulin signal transduction pathway, with a decrease in kinase activity of insulin receptor (IR), insulin receptor substrate 1 and 2 (IRS1, IRS2), and phosphatidylinositol 3-kinase (PI3K), or both. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.