ADIPOQ and type 2 diabetes mellitus: In details, data on T2D have been mostly obtained in small studies [22–30] whose results are, overall, conflicting, ranging from a direct relationship [25], to no association at all [23, 26, 27, 30], or to an inverse association [22, 24, 28, 29] between adiponectin and kidney function.