However, in contrast to the finding of an association between lower adiponectin levels and risk factors of CKD, higher adiponectin levels were found in end-stage renal disease (ESRD) patients requiring dialysis [24,25]. The gene discussed is ADIPOQ; the disease is chronic kidney disease.