Cargando…

A systems biology analysis of brain microvascular endothelial cell lipotoxicity

BACKGROUND: Neurovascular inflammation is associated with a number of neurological diseases including vascular dementia and Alzheimer’s disease, which are increasingly important causes of morbidity and mortality around the world. Lipotoxicity is a metabolic disorder that results from accumulation of...

Descripción completa

Detalles Bibliográficos
Autores principales: Aung, Hnin H, Tsoukalas, Athanasios, Rutledge, John C, Tagkopoulos, Ilias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4112729/
https://www.ncbi.nlm.nih.gov/pubmed/24993133
http://dx.doi.org/10.1186/1752-0509-8-80
_version_ 1782328204188450816
author Aung, Hnin H
Tsoukalas, Athanasios
Rutledge, John C
Tagkopoulos, Ilias
author_facet Aung, Hnin H
Tsoukalas, Athanasios
Rutledge, John C
Tagkopoulos, Ilias
author_sort Aung, Hnin H
collection PubMed
description BACKGROUND: Neurovascular inflammation is associated with a number of neurological diseases including vascular dementia and Alzheimer’s disease, which are increasingly important causes of morbidity and mortality around the world. Lipotoxicity is a metabolic disorder that results from accumulation of lipids, particularly fatty acids, in non-adipose tissue leading to cellular dysfunction, lipid droplet formation, and cell death. RESULTS: Our studies indicate for the first time that the neurovascular circulation also can manifest lipotoxicity, which could have major effects on cognitive function. The penetration of integrative systems biology approaches is limited in this area of research, which reduces our capacity to gain an objective insight into the signal transduction and regulation dynamics at a systems level. To address this question, we treated human microvascular endothelial cells with triglyceride-rich lipoprotein (TGRL) lipolysis products and then we used genome-wide transcriptional profiling to obtain transcript abundances over four conditions. We then identified regulatory genes and their targets that have been differentially expressed through analysis of the datasets with various statistical methods. We created a functional gene network by exploiting co-expression observations through a guilt-by-association assumption. Concomitantly, we used various network inference algorithms to identify putative regulatory interactions and we integrated all predictions to construct a consensus gene regulatory network that is TGRL lipolysis product specific. CONCLUSION: System biology analysis has led to the validation of putative lipid-related targets and the discovery of several genes that may be implicated in lipotoxic-related brain microvascular endothelial cell responses. Here, we report that activating transcription factors 3 (ATF3) is a principal regulator of TGRL lipolysis products-induced gene expression in human brain microvascular endothelial cell.
format Online
Article
Text
id pubmed-4112729
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-41127292014-07-29 A systems biology analysis of brain microvascular endothelial cell lipotoxicity Aung, Hnin H Tsoukalas, Athanasios Rutledge, John C Tagkopoulos, Ilias BMC Syst Biol Research Article BACKGROUND: Neurovascular inflammation is associated with a number of neurological diseases including vascular dementia and Alzheimer’s disease, which are increasingly important causes of morbidity and mortality around the world. Lipotoxicity is a metabolic disorder that results from accumulation of lipids, particularly fatty acids, in non-adipose tissue leading to cellular dysfunction, lipid droplet formation, and cell death. RESULTS: Our studies indicate for the first time that the neurovascular circulation also can manifest lipotoxicity, which could have major effects on cognitive function. The penetration of integrative systems biology approaches is limited in this area of research, which reduces our capacity to gain an objective insight into the signal transduction and regulation dynamics at a systems level. To address this question, we treated human microvascular endothelial cells with triglyceride-rich lipoprotein (TGRL) lipolysis products and then we used genome-wide transcriptional profiling to obtain transcript abundances over four conditions. We then identified regulatory genes and their targets that have been differentially expressed through analysis of the datasets with various statistical methods. We created a functional gene network by exploiting co-expression observations through a guilt-by-association assumption. Concomitantly, we used various network inference algorithms to identify putative regulatory interactions and we integrated all predictions to construct a consensus gene regulatory network that is TGRL lipolysis product specific. CONCLUSION: System biology analysis has led to the validation of putative lipid-related targets and the discovery of several genes that may be implicated in lipotoxic-related brain microvascular endothelial cell responses. Here, we report that activating transcription factors 3 (ATF3) is a principal regulator of TGRL lipolysis products-induced gene expression in human brain microvascular endothelial cell. BioMed Central 2014-07-04 /pmc/articles/PMC4112729/ /pubmed/24993133 http://dx.doi.org/10.1186/1752-0509-8-80 Text en Copyright © 2014 Aung et al.; licensee BioMed Central Ltd. 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 work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Aung, Hnin H
Tsoukalas, Athanasios
Rutledge, John C
Tagkopoulos, Ilias
A systems biology analysis of brain microvascular endothelial cell lipotoxicity
title A systems biology analysis of brain microvascular endothelial cell lipotoxicity
title_full A systems biology analysis of brain microvascular endothelial cell lipotoxicity
title_fullStr A systems biology analysis of brain microvascular endothelial cell lipotoxicity
title_full_unstemmed A systems biology analysis of brain microvascular endothelial cell lipotoxicity
title_short A systems biology analysis of brain microvascular endothelial cell lipotoxicity
title_sort systems biology analysis of brain microvascular endothelial cell lipotoxicity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4112729/
https://www.ncbi.nlm.nih.gov/pubmed/24993133
http://dx.doi.org/10.1186/1752-0509-8-80
work_keys_str_mv AT aunghninh asystemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT tsoukalasathanasios asystemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT rutledgejohnc asystemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT tagkopoulosilias asystemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT aunghninh systemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT tsoukalasathanasios systemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT rutledgejohnc systemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity
AT tagkopoulosilias systemsbiologyanalysisofbrainmicrovascularendothelialcelllipotoxicity