Automatic Levothyroxine Dosing Algorithm for Patients Suffering from Hashimoto's Thyroiditis.

HPT-axis Hashimoto’s thyroiditis discrete controller mathematical thyroid model robust stability

Journal

Bioengineering (Basel, Switzerland)
ISSN: 2306-5354
Titre abrégé: Bioengineering (Basel)
Pays: Switzerland
ID NLM: 101676056

Informations de publication

Date de publication:
14 Jun 2023
Historique:
received: 20 05 2023
revised: 07 06 2023
accepted: 07 06 2023
medline: 28 6 2023
pubmed: 28 6 2023
entrez: 28 6 2023
Statut: epublish

Résumé

Hypothyroidism is a condition where the patient's thyroid gland cannot produce sufficient thyroid hormones (mainly triiodothyronine and thyroxine). The primary cause of hypothyroidism is autoimmune-mediated destruction of the thyroid gland, referred to as Hashimoto's thyroiditis. A patient's desired thyroid hormone concentration is achieved by oral administration of thyroid hormone, usually levothyroxine. Establishing individual levothyroxine doses to achieve desired thyroid hormone concentrations requires several patient visits. Additionally, clear guidance for the dosing regimen is lacking, and significant inter-individual differences exist. This study aims to design a digital automatic dosing algorithm for patients suffering from Hashimoto's thyroiditis. The dynamic behaviour of the relevant thyroid function is mathematically modelled. Methods of automatic control are exploited for the design of the proposed robust model-based levothyroxine dosing algorithm. Numerical simulations are performed to evaluate the mathematical model and the dosing algorithm. With the help of the developed controller thyroid hormone concentrations of patients, emulated using Thyrosim, have been regulated under the euthyroid state. The proposed concept demonstrates reliable responses amidst varying patient parameters. Our developed model provides a useful basis for the design of automatic levothyroxine dosing algorithms. The proposed robust feedback loop contributes to the first results for computer-assisted thyroid dosing algorithms.

Identifiants

pubmed: 37370655
pii: bioengineering10060724
doi: 10.3390/bioengineering10060724
pmc: PMC10294790
pii:
doi:

Types de publication

Journal Article

Langues

eng

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Auteurs

Ravi Sharma (R)

Institute of Automation and Control, Graz University of Technology, 8010 Graz, Austria.

Verena Theiler-Schwetz (V)

Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria.

Christian Trummer (C)

Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria.

Stefan Pilz (S)

Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, 8010 Graz, Austria.

Markus Reichhartinger (M)

Institute of Automation and Control, Graz University of Technology, 8010 Graz, Austria.

Classifications MeSH