A unified mathematical model of thyroid hormone regulation and implication for personalized treatment of thyroid disorders
Open accessAbstract
Current clinician practice for thyroid hormone regulation of patients is based upon guesswork and experience rather than quantified analysis, which exposes patients under longer risk and discomfort. To quantitatively analyze the thyroid regulation for patients of different thyroid states, we develop a two-dimensional mathematical model that can be applied to analyze the dynamic behaviors of thyroid hormones with or without drug intervention. The unified model can be employed to study the regulation of TSH (thyroid-stimulating hormone) and FT4 (free thyroxine) for euthyroid (normal thyroid) subjects, Hashimoto's thyroiditis, and Graves' disease patients, respectively. The results suggest that the level of TPOAb (thyroid peroxidase antibody) may be a factor determining whether the patient would progress from euthyroid state to subclinical or clinical hypothyroidism, and that increased TRAb (TSH receptor antibody) may lead Graves' disease to deteriorate from the early stage to overt hyperthyroidism. Given the early blood-test data, we demonstrate the feasibility for healthcare professionals to apply our model in choosing an appropriate dosage regimen for patients to achieve the desired TSH and FT4 levels within a specified time frame. This proposed model has the potential to optimize personalized treatment and shorten the therapeutic time for patients suffering from Hashimoto's thyroiditis and Graves' disease.
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The negative feedback control of the HPT axis maintains thyroid hormone regulation, forming the set points of T3, T4, and TSH.
“The negative feedback control of the Hypothalamus-Pituitary-Thyroid (HPT) axis, as shown in Figure 4 , maintains the thyroid hormone regulation, forming the set points of T3, T4, and TSH.”
From The progression of secondary diabetes: A review of modeling studies (2022) · cites this paper as [55]
If thyroid hormones become overly elevated in the blood, TSH levels are suppressed in response, lowering thyroid hormone secretion.
“If the thyroid hormones become overly elevated in the blood, the TSH levels are suppressed in response, lowering the thyroid hormone secretion (55).”
From The progression of secondary diabetes: A review of modeling studies (2022) · cites this paper as [55]
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References 28 · Cited by 18
- Authors
- Yang, B., Tang, X., Haller, M. J., Schatz, D. A., & Rong, L.
- Affiliations
- University of Florida (US)
- Chongqing University (CN)
- University of Florida Health (US)
- Corresponding author
- Rong, Libin
- Venue
- Journal of Theoretical Biology
- Publisher
- Elsevier BV
- Published
- 2021-11
- Volume
- 528
- Pages
- 110853
- ISSN
- 0022-5193 (ISSN-L)
- OpenAlex
- W3189545501
- Cited by
- 18
- References
- 28
- Citations by year
- 2026: 5 · 2025: 1 · 2024: 4 · 2023: 5 · 2022: 3
- FWCI
- 2.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 285 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Journal of Theoretical Biology (acceptedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (DMS-1950254)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Thyroid Disorders and Treatments
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Mathematical and Theoretical Epidemiology and Ecology Models
- Health Sciences › Medicine › Surgery › Thyroid and Parathyroid Surgery
- Keywords
- thyroid hormone regulation, mathematical model, thyroid-stimulating hormone, free thyroxine, Hashimoto's thyroiditis, Graves' disease, thyroid peroxidase antibodies, TSH receptor antibodies, hypothyroidism, hyperthyroidism, personalized treatment, dosing regimen, two-dimensional model
- MeSH terms
- Autoantibodies, Graves Disease, Humans, Models, Theoretical, Thyroid Hormones, Precision Medicine
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