Therefore, although obesity per se may be associated with higher serum PTH levels in CKD patients, severe secondary hyperparathyroidism seems to be inversely correlated to body adiposity status and implicated in the pathogenesis of advanced CKD-related cachexia (169). This evidence concerns the gene PTH and obesity due to melanocortin 4 receptor deficiency.