Cargando…

Controlling the thickness of the atherosclerotic plaque by statin medication

Atherosclerosis, a chronic inflammatory disorder of the arterial wall, is a complex process whose dynamics are affected by multiple factors. The disease control consists of restraining it by administering statins. Slowing down or halting the plaque growth depends on the patient age at which the stat...

Descripción completa

Detalles Bibliográficos
Autores principales: Formanowicz, Dorota, Krawczyk, Jacek B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553348/
https://www.ncbi.nlm.nih.gov/pubmed/33048950
http://dx.doi.org/10.1371/journal.pone.0239953
_version_ 1783593583697199104
author Formanowicz, Dorota
Krawczyk, Jacek B.
author_facet Formanowicz, Dorota
Krawczyk, Jacek B.
author_sort Formanowicz, Dorota
collection PubMed
description Atherosclerosis, a chronic inflammatory disorder of the arterial wall, is a complex process whose dynamics are affected by multiple factors. The disease control consists of restraining it by administering statins. Slowing down or halting the plaque growth depends on the patient age at which the statin treatment begins and on the thickness of the intima-media (IMT) at that time. In this paper, we propose a mathematical model to estimate the sets of atherosclerosis states, from which the use of statins can restrain the disease. Our model is control-theoretic, and the estimated sets are the viability kernels, in the parlance of viability theory. To our best knowledge, this way of modelling the atherosclerosis progression is original. We compute two viability kernels, each for a different statin-treatment dose. Each kernel is composed of the vector [age, IMT] from which the disease can be restrained. By extension, the disease can’t be restrained from the kernel complements, this being mainly because of the disease and patient-age advancement. The kernels visualise tradeoffs between early and late treatments, which helps the clinician to decide when to start the statin treatment and which statin dose may be sufficient.
format Online
Article
Text
id pubmed-7553348
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-75533482020-10-21 Controlling the thickness of the atherosclerotic plaque by statin medication Formanowicz, Dorota Krawczyk, Jacek B. PLoS One Research Article Atherosclerosis, a chronic inflammatory disorder of the arterial wall, is a complex process whose dynamics are affected by multiple factors. The disease control consists of restraining it by administering statins. Slowing down or halting the plaque growth depends on the patient age at which the statin treatment begins and on the thickness of the intima-media (IMT) at that time. In this paper, we propose a mathematical model to estimate the sets of atherosclerosis states, from which the use of statins can restrain the disease. Our model is control-theoretic, and the estimated sets are the viability kernels, in the parlance of viability theory. To our best knowledge, this way of modelling the atherosclerosis progression is original. We compute two viability kernels, each for a different statin-treatment dose. Each kernel is composed of the vector [age, IMT] from which the disease can be restrained. By extension, the disease can’t be restrained from the kernel complements, this being mainly because of the disease and patient-age advancement. The kernels visualise tradeoffs between early and late treatments, which helps the clinician to decide when to start the statin treatment and which statin dose may be sufficient. Public Library of Science 2020-10-13 /pmc/articles/PMC7553348/ /pubmed/33048950 http://dx.doi.org/10.1371/journal.pone.0239953 Text en © 2020 Formanowicz, Krawczyk http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Formanowicz, Dorota
Krawczyk, Jacek B.
Controlling the thickness of the atherosclerotic plaque by statin medication
title Controlling the thickness of the atherosclerotic plaque by statin medication
title_full Controlling the thickness of the atherosclerotic plaque by statin medication
title_fullStr Controlling the thickness of the atherosclerotic plaque by statin medication
title_full_unstemmed Controlling the thickness of the atherosclerotic plaque by statin medication
title_short Controlling the thickness of the atherosclerotic plaque by statin medication
title_sort controlling the thickness of the atherosclerotic plaque by statin medication
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553348/
https://www.ncbi.nlm.nih.gov/pubmed/33048950
http://dx.doi.org/10.1371/journal.pone.0239953
work_keys_str_mv AT formanowiczdorota controllingthethicknessoftheatheroscleroticplaquebystatinmedication
AT krawczykjacekb controllingthethicknessoftheatheroscleroticplaquebystatinmedication