PRKAA2 and Other metabolic disease: These findings underscore the central role of AMPK/SIRT1 signaling in coordinating lipid metabolism and mitochondrial function, offering a promising therapeutic avenue for obesity‐related metabolic disorders through targeted pathway activation.