Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene

Abstract Background Genome-wide association studies (GWAS) have identified hundreds of loci associated with coronary artery disease (CAD) and blood pressure (BP) or hypertension. Many of these loci are not linked to traditional risk factors, nor do they include obvious candidate genes, complicating...

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Main Authors: Simon Lalonde, Valérie-Anne Codina-Fauteux, Sébastian Méric de Bellefon, Francis Leblanc, Mélissa Beaudoin, Marie-Michelle Simon, Rola Dali, Tony Kwan, Ken Sin Lo, Tomi Pastinen, Guillaume Lettre
Format: Article
Language:English
Published: BMC 2019-07-01
Series:Genome Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13059-019-1749-5
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spelling doaj-413df262aad540eeab4ffe572237954c2020-11-25T03:32:34ZengBMCGenome Biology1474-760X2019-07-0120111310.1186/s13059-019-1749-5Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate geneSimon Lalonde0Valérie-Anne Codina-Fauteux1Sébastian Méric de Bellefon2Francis Leblanc3Mélissa Beaudoin4Marie-Michelle Simon5Rola Dali6Tony Kwan7Ken Sin Lo8Tomi Pastinen9Guillaume Lettre10Montreal Heart InstituteMontreal Heart InstituteMontreal Heart InstituteMontreal Heart InstituteMontreal Heart InstituteMcGill University and Genome Québec Innovation CenterMcGill University and Genome Québec Innovation CenterMcGill University and Genome Québec Innovation CenterMontreal Heart InstituteCenter for Pediatric Genomic Medicine (CPGM), Children’s Mercy Kansas CityMontreal Heart InstituteAbstract Background Genome-wide association studies (GWAS) have identified hundreds of loci associated with coronary artery disease (CAD) and blood pressure (BP) or hypertension. Many of these loci are not linked to traditional risk factors, nor do they include obvious candidate genes, complicating their functional characterization. We hypothesize that many GWAS loci associated with vascular diseases modulate endothelial functions. Endothelial cells play critical roles in regulating vascular homeostasis, such as roles in forming a selective barrier, inflammation, hemostasis, and vascular tone, and endothelial dysfunction is a hallmark of atherosclerosis and hypertension. To test this hypothesis, we generate an integrated map of gene expression, open chromatin region, and 3D interactions in resting and TNFα-treated human endothelial cells. Results We show that genetic variants associated with CAD and BP are enriched in open chromatin regions identified in endothelial cells. We identify physical loops by Hi-C and link open chromatin peaks that include CAD or BP SNPs with the promoters of genes expressed in endothelial cells. This analysis highlights 991 combinations of open chromatin regions and gene promoters that map to 38 CAD and 92 BP GWAS loci. We validate one CAD locus, by engineering a deletion of the TNFα-sensitive regulatory element using CRISPR/Cas9 and measure the effect on the expression of the novel CAD candidate gene AIDA. Conclusions Our data support an important role played by genetic variants acting in the vascular endothelium to modulate inter-individual risk in CAD and hypertension.http://link.springer.com/article/10.1186/s13059-019-1749-5Vascular endotheliumEndothelial dysfunctionCoronary artery diseaseBlood pressureHypertensionGenome-wide association study
collection DOAJ
language English
format Article
sources DOAJ
author Simon Lalonde
Valérie-Anne Codina-Fauteux
Sébastian Méric de Bellefon
Francis Leblanc
Mélissa Beaudoin
Marie-Michelle Simon
Rola Dali
Tony Kwan
Ken Sin Lo
Tomi Pastinen
Guillaume Lettre
spellingShingle Simon Lalonde
Valérie-Anne Codina-Fauteux
Sébastian Méric de Bellefon
Francis Leblanc
Mélissa Beaudoin
Marie-Michelle Simon
Rola Dali
Tony Kwan
Ken Sin Lo
Tomi Pastinen
Guillaume Lettre
Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene
Genome Biology
Vascular endothelium
Endothelial dysfunction
Coronary artery disease
Blood pressure
Hypertension
Genome-wide association study
author_facet Simon Lalonde
Valérie-Anne Codina-Fauteux
Sébastian Méric de Bellefon
Francis Leblanc
Mélissa Beaudoin
Marie-Michelle Simon
Rola Dali
Tony Kwan
Ken Sin Lo
Tomi Pastinen
Guillaume Lettre
author_sort Simon Lalonde
title Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene
title_short Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene
title_full Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene
title_fullStr Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene
title_full_unstemmed Integrative analysis of vascular endothelial cell genomic features identifies AIDA as a coronary artery disease candidate gene
title_sort integrative analysis of vascular endothelial cell genomic features identifies aida as a coronary artery disease candidate gene
publisher BMC
series Genome Biology
issn 1474-760X
publishDate 2019-07-01
description Abstract Background Genome-wide association studies (GWAS) have identified hundreds of loci associated with coronary artery disease (CAD) and blood pressure (BP) or hypertension. Many of these loci are not linked to traditional risk factors, nor do they include obvious candidate genes, complicating their functional characterization. We hypothesize that many GWAS loci associated with vascular diseases modulate endothelial functions. Endothelial cells play critical roles in regulating vascular homeostasis, such as roles in forming a selective barrier, inflammation, hemostasis, and vascular tone, and endothelial dysfunction is a hallmark of atherosclerosis and hypertension. To test this hypothesis, we generate an integrated map of gene expression, open chromatin region, and 3D interactions in resting and TNFα-treated human endothelial cells. Results We show that genetic variants associated with CAD and BP are enriched in open chromatin regions identified in endothelial cells. We identify physical loops by Hi-C and link open chromatin peaks that include CAD or BP SNPs with the promoters of genes expressed in endothelial cells. This analysis highlights 991 combinations of open chromatin regions and gene promoters that map to 38 CAD and 92 BP GWAS loci. We validate one CAD locus, by engineering a deletion of the TNFα-sensitive regulatory element using CRISPR/Cas9 and measure the effect on the expression of the novel CAD candidate gene AIDA. Conclusions Our data support an important role played by genetic variants acting in the vascular endothelium to modulate inter-individual risk in CAD and hypertension.
topic Vascular endothelium
Endothelial dysfunction
Coronary artery disease
Blood pressure
Hypertension
Genome-wide association study
url http://link.springer.com/article/10.1186/s13059-019-1749-5
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