ADIPOQ and chronic kidney disease: In spite of this, in CKD patients, adiponectin correlates inversely with body mass index (BMI; Figure 1); however, it shows a negative correlation with glomerular filtration rate (GFR) and a positive correlation with proteinuria, that is, a relationship with renal dysfunction [19].