Elevated Pdk4 levels are associated with metabolic inflexibility and subsequent fat accumulation, marked by the muscle’s impaired ability to switch between fuel sources, often linked to diabetes and obesity [31,38,39]. Here, PDK4 is linked to diabetes mellitus.