Consequently, we speculated that in a relatively early stage, the various factors of insulin resistance or the components of the metabolic syndrome not only have a close relationship with DPP4 protein level, but they may also be closely related with DPP4 activity. The gene discussed is DPP4; the disease is metabolic syndrome.