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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...

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Autores principales: Efremov, Yuri, Ermolaeva, Anastasia, Vladimirov, Georgiy, Gordleeva, Susanna, Svistunov, Andrey, Zaikin, Alexey, Timashev, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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.
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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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