ADIPOQ and chronic kidney disease: Moreover, even though there are some cross-sectional data suggesting that the adiponectin levels are higher in CKD compared to non-CKD populations [28], it is unclear if this is a true association or just a reflection of reduced adiponectin clearance in the setting of failing kidneys [29,30].