Furthermore, the increased expression of Pepck and Pdk4 genes (CCGs in the kidneys and liver) with higher levels of blood glucose and serum insulin exacerbated the processes of insulin resistance and diabetes in high-fat-diet-induced obesity [19]. Here, PDK4 is linked to Obesity.