A group of 546 patients from Southwest Virginia was selected using the EMR Epic (Epic Systems, Verona, USA) who had a diagnosis of hypercalcemia in the previous six months. Charts were manually reviewed, and patients were excluded based on the lack of hypercalcemia as well as previous testing of parathyroid hormone (PTH) levels. Here, PTH is linked to hypercalcemia disease.