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Connecting genetic risk to disease end points through the human blood plasma proteome

Genome-wide association studies (GWAS) with intermediate phenotypes, like changes in metabolite and protein levels, provide functional evidence to map disease associations and translate them into clinical applications. However, although hundreds of genetic variants have been associated with complex...

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Autores principales: Suhre, Karsten, Arnold, Matthias, Bhagwat, Aditya Mukund, Cotton, Richard J., Engelke, Rudolf, Raffler, Johannes, Sarwath, Hina, Thareja, Gaurav, Wahl, Annika, DeLisle, Robert Kirk, Gold, Larry, Pezer, Marija, Lauc, Gordan, El-Din Selim, Mohammed A., Mook-Kanamori, Dennis O., Al-Dous, Eman K., Mohamoud, Yasmin A., Malek, Joel, Strauch, Konstantin, Grallert, Harald, Peters, Annette, Kastenmüller, Gabi, Gieger, Christian, Graumann, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333359/
https://www.ncbi.nlm.nih.gov/pubmed/28240269
http://dx.doi.org/10.1038/ncomms14357
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author Suhre, Karsten
Arnold, Matthias
Bhagwat, Aditya Mukund
Cotton, Richard J.
Engelke, Rudolf
Raffler, Johannes
Sarwath, Hina
Thareja, Gaurav
Wahl, Annika
DeLisle, Robert Kirk
Gold, Larry
Pezer, Marija
Lauc, Gordan
El-Din Selim, Mohammed A.
Mook-Kanamori, Dennis O.
Al-Dous, Eman K.
Mohamoud, Yasmin A.
Malek, Joel
Strauch, Konstantin
Grallert, Harald
Peters, Annette
Kastenmüller, Gabi
Gieger, Christian
Graumann, Johannes
author_facet Suhre, Karsten
Arnold, Matthias
Bhagwat, Aditya Mukund
Cotton, Richard J.
Engelke, Rudolf
Raffler, Johannes
Sarwath, Hina
Thareja, Gaurav
Wahl, Annika
DeLisle, Robert Kirk
Gold, Larry
Pezer, Marija
Lauc, Gordan
El-Din Selim, Mohammed A.
Mook-Kanamori, Dennis O.
Al-Dous, Eman K.
Mohamoud, Yasmin A.
Malek, Joel
Strauch, Konstantin
Grallert, Harald
Peters, Annette
Kastenmüller, Gabi
Gieger, Christian
Graumann, Johannes
author_sort Suhre, Karsten
collection PubMed
description Genome-wide association studies (GWAS) with intermediate phenotypes, like changes in metabolite and protein levels, provide functional evidence to map disease associations and translate them into clinical applications. However, although hundreds of genetic variants have been associated with complex disorders, the underlying molecular pathways often remain elusive. Associations with intermediate traits are key in establishing functional links between GWAS-identified risk-variants and disease end points. Here we describe a GWAS using a highly multiplexed aptamer-based affinity proteomics platform. We quantify 539 associations between protein levels and gene variants (pQTLs) in a German cohort and replicate over half of them in an Arab and Asian cohort. Fifty-five of the replicated pQTLs are located in trans. Our associations overlap with 57 genetic risk loci for 42 unique disease end points. We integrate this information into a genome-proteome network and provide an interactive web-tool for interrogations. Our results provide a basis for novel approaches to pharmaceutical and diagnostic applications.
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spelling pubmed-53333592017-03-06 Connecting genetic risk to disease end points through the human blood plasma proteome Suhre, Karsten Arnold, Matthias Bhagwat, Aditya Mukund Cotton, Richard J. Engelke, Rudolf Raffler, Johannes Sarwath, Hina Thareja, Gaurav Wahl, Annika DeLisle, Robert Kirk Gold, Larry Pezer, Marija Lauc, Gordan El-Din Selim, Mohammed A. Mook-Kanamori, Dennis O. Al-Dous, Eman K. Mohamoud, Yasmin A. Malek, Joel Strauch, Konstantin Grallert, Harald Peters, Annette Kastenmüller, Gabi Gieger, Christian Graumann, Johannes Nat Commun Article Genome-wide association studies (GWAS) with intermediate phenotypes, like changes in metabolite and protein levels, provide functional evidence to map disease associations and translate them into clinical applications. However, although hundreds of genetic variants have been associated with complex disorders, the underlying molecular pathways often remain elusive. Associations with intermediate traits are key in establishing functional links between GWAS-identified risk-variants and disease end points. Here we describe a GWAS using a highly multiplexed aptamer-based affinity proteomics platform. We quantify 539 associations between protein levels and gene variants (pQTLs) in a German cohort and replicate over half of them in an Arab and Asian cohort. Fifty-five of the replicated pQTLs are located in trans. Our associations overlap with 57 genetic risk loci for 42 unique disease end points. We integrate this information into a genome-proteome network and provide an interactive web-tool for interrogations. Our results provide a basis for novel approaches to pharmaceutical and diagnostic applications. Nature Publishing Group 2017-02-27 /pmc/articles/PMC5333359/ /pubmed/28240269 http://dx.doi.org/10.1038/ncomms14357 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Suhre, Karsten
Arnold, Matthias
Bhagwat, Aditya Mukund
Cotton, Richard J.
Engelke, Rudolf
Raffler, Johannes
Sarwath, Hina
Thareja, Gaurav
Wahl, Annika
DeLisle, Robert Kirk
Gold, Larry
Pezer, Marija
Lauc, Gordan
El-Din Selim, Mohammed A.
Mook-Kanamori, Dennis O.
Al-Dous, Eman K.
Mohamoud, Yasmin A.
Malek, Joel
Strauch, Konstantin
Grallert, Harald
Peters, Annette
Kastenmüller, Gabi
Gieger, Christian
Graumann, Johannes
Connecting genetic risk to disease end points through the human blood plasma proteome
title Connecting genetic risk to disease end points through the human blood plasma proteome
title_full Connecting genetic risk to disease end points through the human blood plasma proteome
title_fullStr Connecting genetic risk to disease end points through the human blood plasma proteome
title_full_unstemmed Connecting genetic risk to disease end points through the human blood plasma proteome
title_short Connecting genetic risk to disease end points through the human blood plasma proteome
title_sort connecting genetic risk to disease end points through the human blood plasma proteome
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333359/
https://www.ncbi.nlm.nih.gov/pubmed/28240269
http://dx.doi.org/10.1038/ncomms14357
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