Unfortunately, most of these studies were carried out in small samples, which definitively lacked the power for drawing firm conclusions [24, 28, 29] or in non-European populations [22], thus leaving unaddressed the association between adiponectin and kidney function among European patients with T2D. Here, ADIPOQ is linked to type 2 diabetes mellitus.