Alternatively, the levels of peptides in blood that regulate energy expenditure, such as ghrelin or leptin, could be different according to the CKD stage, as both ghrelin and leptin are metabolized in the kidney, leading to a skewed indication of positive energy balance in patients with early CKD [23, 24]. This evidence concerns the gene LEP and chronic kidney disease.