In addition, Ghorpade et al. have reported that hepatocyte-secreted DPP4 promoted the development of IR in obesity by the activation of the inflammation in the macrophage through targeting CAV1 [36]. The gene discussed is CAV1; the disease is obesity due to melanocortin 4 receptor deficiency.