RAPGEF4 and diabetes mellitus: EPAC1, is mainly involved in regulating endothelial permeability and vascular tone, as well as cell migration and adhesion while EPAC2 is more more closely linked to metabolic diseases such as diabetes due to its role in insulin secretion and glucose homeostasis [39, 40].