Therefore, the indication for KL1333, as an activator of the SIRT1/AMPK/PGC-1α signaling network, could be extended to aging-related and metabolic diseases such as neurodegeneration, diabetes, and non-alcoholic fatty liver diseases. The gene discussed is PPARGC1A; the disease is metabolic disease.