One study involving patients with type 2 diabetes reported a relationship among BCAAs, insulin-related markers, and adiponectin levels14; however, investigating the association in a non-diabetic population is crucial because BCAA, adipokines, and insulin resistance are already dysregulated in patients with diabetes. This evidence concerns the gene ADIPOQ and diabetes mellitus.