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A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy
Cardiovascular diseases associated with high cholesterol (hypercholesterolemia) and low-density lipoproteins (LDL) levels are significant contributors to total mortality in developing and developed countries. Mathematical modeling of LDL metabolism is an important step in the development of drugs fo...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9165868/ https://www.ncbi.nlm.nih.gov/pubmed/35657919 http://dx.doi.org/10.1371/journal.pone.0264903 |
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author | Efremov, Yuri Ermolaeva, Anastasia Vladimirov, Georgiy Gordleeva, Susanna Svistunov, Andrey Zaikin, Alexey Timashev, Peter |
author_facet | Efremov, Yuri Ermolaeva, Anastasia Vladimirov, Georgiy Gordleeva, Susanna Svistunov, Andrey Zaikin, Alexey Timashev, Peter |
author_sort | Efremov, Yuri |
collection | PubMed |
description | Cardiovascular diseases associated with high cholesterol (hypercholesterolemia) and low-density lipoproteins (LDL) levels are significant contributors to total mortality in developing and developed countries. Mathematical modeling of LDL metabolism is an important step in the development of drugs for hypercholesterolemia. The aim of this work was to develop and to analyze an integrated mathematical model of cholesterol metabolism in liver cells and its interaction with two types of drugs, statins and PCSK9 inhibitors. The model consisted of 21 ordinary differential equations (ODE) describing cholesterol biosynthesis and lipoprotein endocytosis in liver cells in vitro. The model was tested for its ability to mimic known biochemical effects of familial hypercholesterolemia, statin therapy, and PCSK9 inhibitors. The model qualitatively reproduced the well-known biology of cholesterol regulation, which confirms its potential for minimizing cellular research in initial testing of new drugs for cardiology. |
format | Online Article Text |
id | pubmed-9165868 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-91658682022-06-05 A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy Efremov, Yuri Ermolaeva, Anastasia Vladimirov, Georgiy Gordleeva, Susanna Svistunov, Andrey Zaikin, Alexey Timashev, Peter PLoS One Research Article Cardiovascular diseases associated with high cholesterol (hypercholesterolemia) and low-density lipoproteins (LDL) levels are significant contributors to total mortality in developing and developed countries. Mathematical modeling of LDL metabolism is an important step in the development of drugs for hypercholesterolemia. The aim of this work was to develop and to analyze an integrated mathematical model of cholesterol metabolism in liver cells and its interaction with two types of drugs, statins and PCSK9 inhibitors. The model consisted of 21 ordinary differential equations (ODE) describing cholesterol biosynthesis and lipoprotein endocytosis in liver cells in vitro. The model was tested for its ability to mimic known biochemical effects of familial hypercholesterolemia, statin therapy, and PCSK9 inhibitors. The model qualitatively reproduced the well-known biology of cholesterol regulation, which confirms its potential for minimizing cellular research in initial testing of new drugs for cardiology. Public Library of Science 2022-06-03 /pmc/articles/PMC9165868/ /pubmed/35657919 http://dx.doi.org/10.1371/journal.pone.0264903 Text en © 2022 Efremov et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Efremov, Yuri Ermolaeva, Anastasia Vladimirov, Georgiy Gordleeva, Susanna Svistunov, Andrey Zaikin, Alexey Timashev, Peter A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
title | A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
title_full | A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
title_fullStr | A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
title_full_unstemmed | A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
title_short | A mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
title_sort | mathematical model of in vitro hepatocellular cholesterol and lipoprotein metabolism for hyperlipidemia therapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9165868/ https://www.ncbi.nlm.nih.gov/pubmed/35657919 http://dx.doi.org/10.1371/journal.pone.0264903 |
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