ArticlePhysiological reports2019
A mathematical model of parathyroid gland biology.
Article in Physiological reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 19 citations in OpenAlex.
- Parathyroid glands exhibit reduced parenchymatic chief cells and increased extracellular collagen as a response to a long-term low-phosphorus diet in pigs.Animal nutrition (Zhongguo xu mu shou yi xue hui) · 2025Article
- Chronic Kidney Disease-Mineral and Bone Disorder Management in 4D: The Case for Dynamic Treatment Regime Methods to Optimize Care.Current osteoporosis reports · 2025Review
- Festschrift in honor of Dr. Jeffrey Hymes.Frontiers in nephrology · 2025Article
- Computational simulations of endocrine bone diseases related to pathological glandular PTH secretion using a multi-scale bone cell population model.Frontiers in bioengineering and biotechnology · 2025Article
- Mathematical Models of Parathyroid Gland Biology: Complexity and Clinical Use.Frontiers in nephrology · 2022Review
- Use of Artificial Intelligence to Identify New Mechanisms and Approaches to Therapy of Bone Disorders Associated With Chronic Kidney Disease.Frontiers in medicine · 2022Review
- Personalized Prediction of Short- and Long-Term PTH Changes in Maintenance Hemodialysis Patients.Frontiers in medicine · 2021Article
- Artificial intelligence enabled applications in kidney disease.Seminars in dialysis · 2021Review
- A mathematical model of parathyroid gland biology.Physiological reports · 2019Article
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Authors and funding
5 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Altered parathyroid gland biology in patients with chronic kidney disease (CKD) is a major contributor to chronic kidney disease-mineral bone disorder (CKD-MBD). This disorder is associated with an increased risk of bone disorders, vascular calcification, and cardiovascular events. Parathyroid hormone (PTH) secretion is primarily regulated by the ionized calcium concentration as well as the phosphate concentration in the extracellular fluid and vitamin D. The metabolic disturbances in patients with CKD lead to alterations in the parathyroid gland biology. A hallmark of CKD is secondary hyperparathyroidism, characterized by an increased production and release of PTH, reduced expression of calcium-sensing and vitamin D receptors on the surface of parathyroid cells, and hyperplasia and hypertrophy of these cells. These alterations happen on different timescales and influence each other, thereby triggering a cascade of negative and positive feedback loops in a highly complex manner. Due to this complexity, mathematical models are a useful tool to break down the patterns of the multidimensional cascade of processes enabling the detailed study of subsystems. Here, we introduce a comprehensive mathematical model that includes the major adaptive mechanisms governing the production, secretion, and degradation of PTH in patients with CKD on hemodialysis. Combined with models for medications targeting the parathyroid gland, it provides a ready-to-use tool to explore treatment strategies. While the model is of particular interest for use in hemodialysis patients with secondary hyperparathyroidism, it has the potential to be applicable to other clinical scenarios such as primary hyperparathyroidism or hypo- and hypercalcemia.
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