In diabetes, vanillic acid shows favorable properties by activating the AMPK/Sirt1/PGC-1α pathway, modulating insulin signaling pathways such as Akt and ERK1/2, and regulating enzymes and proteins involved in glucose and lipid metabolism. The gene discussed is PPARGC1A; the disease is diabetes mellitus.