While the previous studies reporting a sexually dimorphic association of adiponectin with metabolic disease only investigated the effects of circulating adiponectin measured at baseline, our finding clearly demonstrated that adiponectin changes also have a different relationship to incident MetS especially in men. The gene discussed is ADIPOQ; the disease is metabolic disease.