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). Here, PTH is linked to secondary hyperparathyroidism.