Such genes, for example PPARG, KCNJ11 and CPN10, appear to contain common variation that confers only 10–20% additional risk of T2DM, and only studies with large numbers of case and controls have had sufficient statistical power to examine their role robustly [72]. Here, KCNJ11 is linked to type 2 diabetes mellitus.