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
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
Références
Thyroid. 2012 Jun;22(6):595-603
pubmed: 22578300
J Theor Biol. 2021 Nov 7;528:110853
pubmed: 34358537
Front Endocrinol (Lausanne). 2022 Dec 08;13:882788
pubmed: 36568087
Arch Intern Med. 1984 Jan;144(1):123-8
pubmed: 6229226
Lancet. 2017 Sep 23;390(10101):1550-1562
pubmed: 28336049
Thyroid. 2016 Apr;26(4):489-98
pubmed: 26895744
Front Endocrinol (Lausanne). 2018 Mar 21;9:91
pubmed: 29619006
Eur Endocrinol. 2013 Mar;9(1):40-47
pubmed: 30349610
Math Med Biol. 2014 Sep;31(3):226-58
pubmed: 23639794
Thyroid. 2006 Dec;16(12):1279-92
pubmed: 17199439
Thyroid. 2008 Oct;18(10):1071-85
pubmed: 18844475
Basic Clin Pharmacol Toxicol. 2015 Oct;117(4):280-5
pubmed: 25816846
Biochemistry. 2011 Oct 4;50(39):8264-9
pubmed: 21888353
Front Endocrinol (Lausanne). 2022 Jun 24;13:884018
pubmed: 35813623
PLoS One. 2018 Feb 1;13(2):e0190738
pubmed: 29390008
Medicine (Baltimore). 2015 Dec;94(50):e2193
pubmed: 26683929
Thyroid. 2010 Nov;20(11):1215-28
pubmed: 21062194
Thyroid. 2000 Feb;10(2):141-9
pubmed: 10718550
Front Immunol. 2017 May 09;8:521
pubmed: 28536577
Adv Ther. 2019 Sep;36(Suppl 2):47-58
pubmed: 31485975