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Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets

Genome-wide association studies (GWAS) have identified over two hundred chromosomal loci that modulate risk of coronary artery disease (CAD). The genes affected by variants at these loci are largely unknown and an untapped resource to improve our understanding of CAD pathophysiology and identify pot...

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Autores principales: Lempiäinen, Harri, Brænne, Ingrid, Michoel, Tom, Tragante, Vinicius, Vilne, Baiba, Webb, Tom R., Kyriakou, Theodosios, Eichner, Johannes, Zeng, Lingyao, Willenborg, Christina, Franzen, Oscar, Ruusalepp, Arno, Goel, Anuj, van der Laan, Sander W., Biegert, Claudia, Hamby, Stephen, Talukdar, Husain A., Foroughi Asl, Hassan, Pasterkamp, Gerard, Watkins, Hugh, Samani, Nilesh J., Wittenberger, Timo, Erdmann, Jeanette, Schunkert, Heribert, Asselbergs, Folkert W., Björkegren, Johan L. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5821758/
https://www.ncbi.nlm.nih.gov/pubmed/29467471
http://dx.doi.org/10.1038/s41598-018-20721-6
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author Lempiäinen, Harri
Brænne, Ingrid
Michoel, Tom
Tragante, Vinicius
Vilne, Baiba
Webb, Tom R.
Kyriakou, Theodosios
Eichner, Johannes
Zeng, Lingyao
Willenborg, Christina
Franzen, Oscar
Ruusalepp, Arno
Goel, Anuj
van der Laan, Sander W.
Biegert, Claudia
Hamby, Stephen
Talukdar, Husain A.
Foroughi Asl, Hassan
Pasterkamp, Gerard
Watkins, Hugh
Samani, Nilesh J.
Wittenberger, Timo
Erdmann, Jeanette
Schunkert, Heribert
Asselbergs, Folkert W.
Björkegren, Johan L. M.
author_facet Lempiäinen, Harri
Brænne, Ingrid
Michoel, Tom
Tragante, Vinicius
Vilne, Baiba
Webb, Tom R.
Kyriakou, Theodosios
Eichner, Johannes
Zeng, Lingyao
Willenborg, Christina
Franzen, Oscar
Ruusalepp, Arno
Goel, Anuj
van der Laan, Sander W.
Biegert, Claudia
Hamby, Stephen
Talukdar, Husain A.
Foroughi Asl, Hassan
Pasterkamp, Gerard
Watkins, Hugh
Samani, Nilesh J.
Wittenberger, Timo
Erdmann, Jeanette
Schunkert, Heribert
Asselbergs, Folkert W.
Björkegren, Johan L. M.
author_sort Lempiäinen, Harri
collection PubMed
description Genome-wide association studies (GWAS) have identified over two hundred chromosomal loci that modulate risk of coronary artery disease (CAD). The genes affected by variants at these loci are largely unknown and an untapped resource to improve our understanding of CAD pathophysiology and identify potential therapeutic targets. Here, we prioritized 68 genes as the most likely causal genes at genome-wide significant loci identified by GWAS of CAD and examined their regulatory roles in 286 metabolic and vascular tissue gene-protein sub-networks (“modules”). The modules and genes within were scored for CAD druggability potential. The scoring enriched for targets of cardiometabolic drugs currently in clinical use and in-depth analysis of the top-scoring modules validated established and revealed novel target tissues, biological processes, and druggable targets. This study provides an unprecedented resource of tissue-defined gene–protein interactions directly affected by genetic variance in CAD risk loci.
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spelling pubmed-58217582018-02-26 Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets Lempiäinen, Harri Brænne, Ingrid Michoel, Tom Tragante, Vinicius Vilne, Baiba Webb, Tom R. Kyriakou, Theodosios Eichner, Johannes Zeng, Lingyao Willenborg, Christina Franzen, Oscar Ruusalepp, Arno Goel, Anuj van der Laan, Sander W. Biegert, Claudia Hamby, Stephen Talukdar, Husain A. Foroughi Asl, Hassan Pasterkamp, Gerard Watkins, Hugh Samani, Nilesh J. Wittenberger, Timo Erdmann, Jeanette Schunkert, Heribert Asselbergs, Folkert W. Björkegren, Johan L. M. Sci Rep Article Genome-wide association studies (GWAS) have identified over two hundred chromosomal loci that modulate risk of coronary artery disease (CAD). The genes affected by variants at these loci are largely unknown and an untapped resource to improve our understanding of CAD pathophysiology and identify potential therapeutic targets. Here, we prioritized 68 genes as the most likely causal genes at genome-wide significant loci identified by GWAS of CAD and examined their regulatory roles in 286 metabolic and vascular tissue gene-protein sub-networks (“modules”). The modules and genes within were scored for CAD druggability potential. The scoring enriched for targets of cardiometabolic drugs currently in clinical use and in-depth analysis of the top-scoring modules validated established and revealed novel target tissues, biological processes, and druggable targets. This study provides an unprecedented resource of tissue-defined gene–protein interactions directly affected by genetic variance in CAD risk loci. Nature Publishing Group UK 2018-02-21 /pmc/articles/PMC5821758/ /pubmed/29467471 http://dx.doi.org/10.1038/s41598-018-20721-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Lempiäinen, Harri
Brænne, Ingrid
Michoel, Tom
Tragante, Vinicius
Vilne, Baiba
Webb, Tom R.
Kyriakou, Theodosios
Eichner, Johannes
Zeng, Lingyao
Willenborg, Christina
Franzen, Oscar
Ruusalepp, Arno
Goel, Anuj
van der Laan, Sander W.
Biegert, Claudia
Hamby, Stephen
Talukdar, Husain A.
Foroughi Asl, Hassan
Pasterkamp, Gerard
Watkins, Hugh
Samani, Nilesh J.
Wittenberger, Timo
Erdmann, Jeanette
Schunkert, Heribert
Asselbergs, Folkert W.
Björkegren, Johan L. M.
Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
title Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
title_full Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
title_fullStr Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
title_full_unstemmed Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
title_short Network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
title_sort network analysis of coronary artery disease risk genes elucidates disease mechanisms and druggable targets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5821758/
https://www.ncbi.nlm.nih.gov/pubmed/29467471
http://dx.doi.org/10.1038/s41598-018-20721-6
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