ADIPOQ and obesity due to melanocortin 4 receptor deficiency: A direct association between uACR levels and adiponectin was reported in studies that enrolled patients with chronic kidney disease30 or diabetic nephropathy,31 and an inverse correlation was reported in studies that enrolled individuals with overweight or obesity but without diabetes or known kidney disease.32 33