PTH and secondary hyperparathyroidism: Many diseases with elevated PTH, such as primary hyperparathyroidism and chronic kidney disease with secondary hyperparathyroidism, are associated not only with mineral bone disease but also an increased risk of impaired cognitive function and AD [27,30,31].