In CKD patients on dialysis treatment, leptin correlated inversely with malnutrition–inflammation score, while adiponectin presented a weak positive correlation, suggesting an association between the increase in adiponectin with a worse nutritional status [131]. This evidence concerns the gene ADIPOQ and chronic kidney disease.