To examine whether altered expression of some of the identified candidate genes in the islet mQTL/eQTL analyses affect β-cell function and thereby potentially the development of diabetes, we silenced the expression of three selected genes; Gpx7, Gstt1 and Snx19, in clonal β-cells. Here, GPX7 is linked to diabetes mellitus.