Davies2023 - Cholesterol Metabolism and Atherosclerosis Model
Ontology highlight
ABSTRACT:
SUBMITTER: 
Amy Morgan
PROVIDER: MODEL2306300001 | BioModels | 2023-08-17
REPOSITORIES: BioModels
Dataset's files
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Publications
A whole-body mathematical model of cholesterol metabolism and its age-associated dysregulation.
Mc Auley Mark T MT Wilkinson Darren J DJ Jones Janette J L JJ Kirkwood Thomas B L TB
BMC systems biology 20121010
<h4>Background</h4>Global demographic changes have stimulated marked interest in the process of aging. There has been, and will continue to be, an unrelenting rise in the number of the oldest old ( >85 years of age). Together with an ageing population there comes an increase in the prevalence of age related disease. Of the diseases of ageing, cardiovascular disease (CVD) has by far the highest prevalence. It is regarded that a finely tuned lipid profile may help to prevent CVD as there is a long ...[more]
Similar Datasets
Project description:McAuley2012 - Whole-body Cholesterol Metabolism
Lipid metabolism has a key role to play in human longevity and healthy aging. A whole-body mathematical model of cholesterol metabolism that explores the changes in both the rate of intestinal cholesterol absorption and the hepatic rate of clearance of LDL-C from the plasma, has been presented here. The model showed that of these two mechanisms, changes to the rate of LDL-C removal from the plasma with age had the most significant effect on cholesterol metabolism.
The original SBML model file was generated using MathSBML 2.5.1.
This model is described in the article:
A whole-body mathematical model of cholesterol metabolism and its age-associated dysregulation.
Mc Auley MM, Wilkinson DJ, Jones JJ, Kirkwood TT.
BMC Syst Biol. 2012 Oct 10;6(1):130.
Abstract:
BACKGROUND: Global demographic changes have stimulated marked interest in the process of ageing. There has been, and will continue to be, an unrelenting rise in the number of the oldest old ( >85 years of age). Together with an ageing population there comes an increase in the prevalence of age related disease. Of the diseases of ageing, cardiovascular disease (CVD) has by far the highest prevalence. It is regarded that a finely tuned lipid profile may help to prevent CVD as there is a long established relationship between alterations to lipid metabolism and CVD risk. In fact elevated plasma cholesterol, particularly Low Density Lipoprotein Cholesterol (LDL-C) has consistently stood out as a risk factor for having a cardiovascular event. Moreover it is widely acknowledged that LDL-C may rise with age in both sexes in a wide variety of groups. The aim of this work was to use a whole-body mathematical model to investigate why LDL-C rises with age, and to test the hypothesis that mechanistic changes to cholesterol absorption and LDL-C removal from the plasma are responsible for the rise. The whole-body mechanistic nature of the model differs from previous models of cholesterol metabolism which have either focused on intracellular cholesterol homeostasis or have concentrated on an isolated area of lipoprotein dynamics. The model integrates both current and previously published data relating to molecular biology, physiology, ageing and nutrition in an integrated fashion.
RESULTS: The model was used to test the hypothesis that alterations to the rate of cholesterol absorption and changes to the rate of removal of LDL-C from the plasma are integral to understanding why LDL-C rises with age. The model demonstrates that increasing the rate of intestinal cholesterol absorption from 50% to 80% by age 65 years can result in an increase of LDL-C by as much as 34mg/dL in a hypothetical male subject. The model also shows that decreasing the rate of hepatic clearance of LDL-C gradually to 50% by age 65 years can result in an increase of LDL-C by as much as 116mg/dL.
CONCLUSIONS: Our model clearly demonstrates that of the two putative mechanisms that have been implicated in the dysregulation of cholesterol metabolism with age, alterations to the removal rate of plasma LDL-C has the most significant impact on cholesterol metabolism and small changes to the number of hepatic LDL receptors can result in a significant rise in LDL-C. This first whole-body systems based model of cholesterol balance could potentially be used as a tool to further improve our understanding of whole-body cholesterol metabolism and its dysregulation with age. Furthermore, given further fine tuning the model may help to investigate potential dietary and lifestyle regimes that have the potential to mitigate the effects aging has on cholesterol metabolism.
This model is hosted on BioModels Database
and identified by: MODEL1206010000
.
To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models
.
To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication
for more information.
2024-09-02 | BIOMD0000000434 | BioModels
Project description:The brain is the most cholesterol-rich organ in the body, most of which comes from in situ synthesis. Here we demonstrate that in insulin-deficient diabetic mice, there is a reduction in expression of the major transcriptional regulator of cholesterol metabolism, SREBP-2, and its downstream genes in the hypothalamus and other areas of the brain, leading to a reduction in brain cholesterol synthesis and synaptosomal cholesterol content. These changes are due, at least in part, to direct effects of insulin to regulate these genes in neurons and glial cells and can be corrected by intracerebroventricular injections of insulin. Knockdown of SREBP-2 in cultured neurons causes a decrease in markers of synapse formation and reduction of SREBP-2 in the hypothalamus of mice using shRNA results in increased feeding and weight gain. Thus, insulin and diabetes can alter brain cholesterol metabolism, and this may play an important role in the neurologic and metabolic dysfunction observed in diabetes and other disease states. Hypothalamus was compared between streptozotocin (STZ)-induced diabetic, ob/ob, and control mice, with 5-6 replicates per goup.
2014-10-03 | E-GEOD-62013 | biostudies-arrayexpress
Project description:Morgan2016 - Dynamics of cholesterol
metabolism and ageing
This model is described in the article:
Mathematically modelling the
dynamics of cholesterol metabolism and ageing.
Morgan AE, Mooney KM, Wilkinson SJ,
Pickles NA, Mc Auley MT.
BioSystems 2016 Jul; 145: 19-32
Abstract:
Cardiovascular disease (CVD) is the leading cause of
morbidity and mortality in the UK. This condition becomes
increasingly prevalent during ageing; 34.1% and 29.8% of males
and females respectively, over 75 years of age have an
underlying cardiovascular problem. The dysregulation of
cholesterol metabolism is inextricably correlated with
cardiovascular health and for this reason low density
lipoprotein cholesterol (LDL-C) and high density lipoprotein
cholesterol (HDL-C) are routinely used as biomarkers of CVD
risk. The aim of this work was to use mathematical modelling to
explore how cholesterol metabolism is affected by the ageing
process. To do this we updated a previously published
whole-body mathematical model of cholesterol metabolism to
include an additional 96 mechanisms that are fundamental to
this biological system. Additional mechanisms were added to
cholesterol absorption, cholesterol synthesis, reverse
cholesterol transport (RCT), bile acid synthesis, and their
enterohepatic circulation. The sensitivity of the model was
explored by the use of both local and global parameter scans.
In addition, acute cholesterol feeding was used to explore the
effectiveness of the regulatory mechanisms which are
responsible for maintaining whole-body cholesterol balance. It
was found that our model behaves as a hypo-responder to
cholesterol feeding, while both the hepatic and intestinal
pools of cholesterol increased significantly. The model was
also used to explore the effects of ageing in tandem with three
different cholesterol ester transfer protein (CETP) genotypes.
Ageing in the presence of an atheroprotective CETP genotype,
conferring low CETP activity, resulted in a 0.6% increase in
LDL-C. In comparison, ageing with a genotype reflective of high
CETP activity, resulted in a 1.6% increase in LDL-C. Thus, the
model has illustrated the importance of CETP genotypes such as
I405V, and their potential role in healthy ageing.
This model is hosted on
BioModels Database
and identified by:
MODEL1508170000.
To cite BioModels Database, please use:
BioModels Database:
An enhanced, curated and annotated resource for published
quantitative kinetic models.
To the extent possible under law, all copyright and related or
neighbouring rights to this encoded model have been dedicated to
the public domain worldwide. Please refer to
CC0
Public Domain Dedication for more information.
2017-06-01 | MODEL1508170000 | BioModels
Project description:High cholesterol diet and xenobiotic treatment induce changes in cholesterol homeostasis and drug metabolism. Mice were either 7 days on high cholesterol diet or were treated with phenobarbital. Liver samples were analyzed using Sterolgene v0 cDNA microarrays. Sterolgene microarray is a tool designed to enable focused studies of cholesterol homeostasis and drug metabolism. We show that one week of cholesterol diet down-regulates cholesterol biosynthesis and up-regulates xenobiotic metabolism (Cyp3 family). Phenobarbital treatment also up-regulates xenobiotic metabolism (Cyp2b and Cyp3a families). We can conclude that the Sterolgene series of cDNA microarrays represent novel original tool, enabling focused and cost-wise studies of cholesterol homeostasis and drug metabolism. Keywords: Treatment and diet effects One group of mice was treated i.p. with 50 mg/kg of phenobarbital in vehicle (5% DMSO in corn oil). Untreated group was injected vehicle. Third group was 7 days on 1 % (w/w) cholesterol diet prior vehicle treatment. After 10 h animals were sacrificed and livers were stored. Pools of total RNA from two animals were mixed. Three pools of untreated and phenobarbital treated groups, and two pools of cholesterol diet group were co-hybridized with liver reference on Sterolgene v0 cDNA microarray. No dye-swaps were performed.
2010-05-25 | E-GEOD-6447 | biostudies-arrayexpress
Project description:The brain is the most cholesterol-rich organ in the body, most of which comes from in situ synthesis. Here we demonstrate that in insulin-deficient diabetic mice, there is a reduction in expression of the major transcriptional regulator of cholesterol metabolism, SREBP-2, and its downstream genes in the hypothalamus and other areas of the brain, leading to a reduction in brain cholesterol synthesis and synaptosomal cholesterol content. These changes are due, at least in part, to direct effects of insulin to regulate these genes in neurons and glial cells and can be corrected by intracerebroventricular injections of insulin. Knockdown of SREBP-2 in cultured neurons causes a decrease in markers of synapse formation and reduction of SREBP-2 in the hypothalamus of mice using shRNA results in increased feeding and weight gain. Thus, insulin and diabetes can alter brain cholesterol metabolism, and this may play an important role in the neurologic and metabolic dysfunction observed in diabetes and other disease states.
2014-10-03 | GSE62013 | GEO
Project description:We designed CRISPR-Cas9 whole genome screens to identify and rank critical genes for cholesterol metabolism in modified LDL treated BMDMs
2024-11-01 | GSE190474 | GEO
Project description:Cholesterol Metabolism by Uncultured Human Gut Bacteria Influences Host Cholesterol Level
| PRJNA755357 | ENA
Project description:High cholesterol diet and xenobiotic treatment induce changes in cholesterol homeostasis and drug metabolism. Mice were either 7 days on high cholesterol diet or were treated with phenobarbital. Liver samples were analyzed using Sterolgene v0 cDNA microarrays. Sterolgene microarray is a tool designed to enable focused studies of cholesterol homeostasis and drug metabolism. We show that one week of cholesterol diet down-regulates cholesterol biosynthesis and up-regulates xenobiotic metabolism (Cyp3 family). Phenobarbital treatment also up-regulates xenobiotic metabolism (Cyp2b and Cyp3a families). We can conclude that the Sterolgene series of cDNA microarrays represent novel original tool, enabling focused and cost-wise studies of cholesterol homeostasis and drug metabolism. Keywords: Treatment and diet effects
2007-11-27 | GSE6447 | GEO
Project description:High cholesterol diet and xenobiotic treatment induce changes in cholesterol homeostasis and drug metabolism. Mice were either 7 days on high cholesterol diet or were treated with phenobarbital. Liver samples were anayzed using Affymetrix GeneChip MOE430A. Keywords: treatment and diet effects
2007-11-27 | GSE6721 | GEO
Project description:The Aster-C protein (encoded by the Gramd1c gene) is an endoplasmic reticulum (ER) resident protein that has been reported to transport cholesterol from the plasma membrane to the ER . Although there is a clear role for the closely-related Aster-B protein in cholesterol transport and downstream esterification in the adrenal gland, the specific role for Aster-C in tissue cholesterol homeostasis is not well understood. Here, we have examined whole body cholesterol balance in mice globally lacking Aster-C under low or high dietary cholesterol conditions.transport and metabolism under divergent dietary cholesterol conditions. These results strongly suggest that Aster-C alone is not sufficient to control whole body cholesterol balance, but can modestly impact circulating cortisol and bile acid levels when dietary cholesterol is limited.
2024-01-11 | GSE250230 | GEO