Administration of OLE-JGF could effectively ameliorate obesity and related metabolic disorders, which may be associated with the inhibition of hepatic lipogenesis and stimulation of mitochondrial biogenesis controlled by the liver kinase B1 (LKB1)-PGC-1α axis. The gene discussed is PPARGC1A; the disease is metabolic disease.