Further, Lin, Hu and Curhan, 2007, found in 733 men with type II diabetes that higher serum adiponectin concentrations were associated with a reduced odds of moderate kidney dysfunction [117]. Here, ADIPOQ is linked to type 2 diabetes mellitus.