Transplantation of CD31-transduced pancreatic β-cells into allogeneic diabetic recipient mice controlled their blood glucose levels, whereas diabetes persisted in the mice that were transplanted with CD31-deficient pancreatic β-cells. Here, PECAM1 is linked to diabetes mellitus.