Patients with CKD, especially with end stage renal disease (ESRD) have significantly elevated adiponectin levels chiefly with elevation of HMW form of adiponectin and its concentration was found to inversely associate with estimated glomerular filtration rate (eGFR) [154]. This evidence concerns the gene ADIPOQ and chronic kidney disease.