Many loci associated with adiponectin levels are shared with other insulin resistance traits and risk of type 2 diabetes, including loci near IRS1, LYPAL1, ARL15/FST, VEGFA, CMIP, and PEPD[7]. Here, PEPD is linked to Insulin resistance.