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Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease
Recent advances in highly multiplexed immunoassays have allowed systematic large-scale measurement of hundreds of plasma proteins in large cohort studies. In combination with genotyping, such studies offer the prospect to 1) identify mechanisms involved with regulation of protein expression in plasm...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5393901/ https://www.ncbi.nlm.nih.gov/pubmed/28369058 http://dx.doi.org/10.1371/journal.pgen.1006706 |
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author | Folkersen, Lasse Fauman, Eric Sabater-Lleal, Maria Strawbridge, Rona J. Frånberg, Mattias Sennblad, Bengt Baldassarre, Damiano Veglia, Fabrizio Humphries, Steve E. Rauramaa, Rainer de Faire, Ulf Smit, Andries J. Giral, Philippe Kurl, Sudhir Mannarino, Elmo Enroth, Stefan Johansson, Åsa Enroth, Sofia Bosdotter Gustafsson, Stefan Lind, Lars Lindgren, Cecilia Morris, Andrew P. Giedraitis, Vilmantas Silveira, Angela Franco-Cereceda, Anders Tremoli, Elena Gyllensten, Ulf Ingelsson, Erik Brunak, Søren Eriksson, Per Ziemek, Daniel Hamsten, Anders Mälarstig, Anders |
author_facet | Folkersen, Lasse Fauman, Eric Sabater-Lleal, Maria Strawbridge, Rona J. Frånberg, Mattias Sennblad, Bengt Baldassarre, Damiano Veglia, Fabrizio Humphries, Steve E. Rauramaa, Rainer de Faire, Ulf Smit, Andries J. Giral, Philippe Kurl, Sudhir Mannarino, Elmo Enroth, Stefan Johansson, Åsa Enroth, Sofia Bosdotter Gustafsson, Stefan Lind, Lars Lindgren, Cecilia Morris, Andrew P. Giedraitis, Vilmantas Silveira, Angela Franco-Cereceda, Anders Tremoli, Elena Gyllensten, Ulf Ingelsson, Erik Brunak, Søren Eriksson, Per Ziemek, Daniel Hamsten, Anders Mälarstig, Anders |
author_sort | Folkersen, Lasse |
collection | PubMed |
description | Recent advances in highly multiplexed immunoassays have allowed systematic large-scale measurement of hundreds of plasma proteins in large cohort studies. In combination with genotyping, such studies offer the prospect to 1) identify mechanisms involved with regulation of protein expression in plasma, and 2) determine whether the plasma proteins are likely to be causally implicated in disease. We report here the results of genome-wide association (GWA) studies of 83 proteins considered relevant to cardiovascular disease (CVD), measured in 3,394 individuals with multiple CVD risk factors. We identified 79 genome-wide significant (p<5e-8) association signals, 55 of which replicated at P<0.0007 in separate validation studies (n = 2,639 individuals). Using automated text mining, manual curation, and network-based methods incorporating information on expression quantitative trait loci (eQTL), we propose plausible causal mechanisms for 25 trans-acting loci, including a potential post-translational regulation of stem cell factor by matrix metalloproteinase 9 and receptor-ligand pairs such as RANK-RANK ligand. Using public GWA study data, we further evaluate all 79 loci for their causal effect on coronary artery disease, and highlight several potentially causal associations. Overall, a majority of the plasma proteins studied showed evidence of regulation at the genetic level. Our results enable future studies of the causal architecture of human disease, which in turn should aid discovery of new drug targets. |
format | Online Article Text |
id | pubmed-5393901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53939012017-05-15 Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease Folkersen, Lasse Fauman, Eric Sabater-Lleal, Maria Strawbridge, Rona J. Frånberg, Mattias Sennblad, Bengt Baldassarre, Damiano Veglia, Fabrizio Humphries, Steve E. Rauramaa, Rainer de Faire, Ulf Smit, Andries J. Giral, Philippe Kurl, Sudhir Mannarino, Elmo Enroth, Stefan Johansson, Åsa Enroth, Sofia Bosdotter Gustafsson, Stefan Lind, Lars Lindgren, Cecilia Morris, Andrew P. Giedraitis, Vilmantas Silveira, Angela Franco-Cereceda, Anders Tremoli, Elena Gyllensten, Ulf Ingelsson, Erik Brunak, Søren Eriksson, Per Ziemek, Daniel Hamsten, Anders Mälarstig, Anders PLoS Genet Research Article Recent advances in highly multiplexed immunoassays have allowed systematic large-scale measurement of hundreds of plasma proteins in large cohort studies. In combination with genotyping, such studies offer the prospect to 1) identify mechanisms involved with regulation of protein expression in plasma, and 2) determine whether the plasma proteins are likely to be causally implicated in disease. We report here the results of genome-wide association (GWA) studies of 83 proteins considered relevant to cardiovascular disease (CVD), measured in 3,394 individuals with multiple CVD risk factors. We identified 79 genome-wide significant (p<5e-8) association signals, 55 of which replicated at P<0.0007 in separate validation studies (n = 2,639 individuals). Using automated text mining, manual curation, and network-based methods incorporating information on expression quantitative trait loci (eQTL), we propose plausible causal mechanisms for 25 trans-acting loci, including a potential post-translational regulation of stem cell factor by matrix metalloproteinase 9 and receptor-ligand pairs such as RANK-RANK ligand. Using public GWA study data, we further evaluate all 79 loci for their causal effect on coronary artery disease, and highlight several potentially causal associations. Overall, a majority of the plasma proteins studied showed evidence of regulation at the genetic level. Our results enable future studies of the causal architecture of human disease, which in turn should aid discovery of new drug targets. Public Library of Science 2017-04-03 /pmc/articles/PMC5393901/ /pubmed/28369058 http://dx.doi.org/10.1371/journal.pgen.1006706 Text en © 2017 Folkersen et al 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 author and source are credited. |
spellingShingle | Research Article Folkersen, Lasse Fauman, Eric Sabater-Lleal, Maria Strawbridge, Rona J. Frånberg, Mattias Sennblad, Bengt Baldassarre, Damiano Veglia, Fabrizio Humphries, Steve E. Rauramaa, Rainer de Faire, Ulf Smit, Andries J. Giral, Philippe Kurl, Sudhir Mannarino, Elmo Enroth, Stefan Johansson, Åsa Enroth, Sofia Bosdotter Gustafsson, Stefan Lind, Lars Lindgren, Cecilia Morris, Andrew P. Giedraitis, Vilmantas Silveira, Angela Franco-Cereceda, Anders Tremoli, Elena Gyllensten, Ulf Ingelsson, Erik Brunak, Søren Eriksson, Per Ziemek, Daniel Hamsten, Anders Mälarstig, Anders Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
title | Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
title_full | Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
title_fullStr | Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
title_full_unstemmed | Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
title_short | Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
title_sort | mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5393901/ https://www.ncbi.nlm.nih.gov/pubmed/28369058 http://dx.doi.org/10.1371/journal.pgen.1006706 |
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