The research on T2D patients muscle biopsies showed that both PDK2 and PDK4 mRNA were increased in comparison to healthy volunteers after overnight fasting [37], which was consistent with the insulin resistance and metabolic inflexibility of T2D patients. Here, PDK4 is linked to type 2 diabetes mellitus.