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Tissue-specific multi-omics analysis of atrial fibrillation
Genome-wide association studies (GWAS) for atrial fibrillation (AF) have uncovered numerous disease-associated variants. Their underlying molecular mechanisms, especially consequences for mRNA and protein expression remain largely elusive. Thus, refined multi-omics approaches are needed for decipher...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8782899/ https://www.ncbi.nlm.nih.gov/pubmed/35064145 http://dx.doi.org/10.1038/s41467-022-27953-1 |
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author | Assum, Ines Krause, Julia Scheinhardt, Markus O. Müller, Christian Hammer, Elke Börschel, Christin S. Völker, Uwe Conradi, Lenard Geelhoed, Bastiaan Zeller, Tanja Schnabel, Renate B. Heinig, Matthias |
author_facet | Assum, Ines Krause, Julia Scheinhardt, Markus O. Müller, Christian Hammer, Elke Börschel, Christin S. Völker, Uwe Conradi, Lenard Geelhoed, Bastiaan Zeller, Tanja Schnabel, Renate B. Heinig, Matthias |
author_sort | Assum, Ines |
collection | PubMed |
description | Genome-wide association studies (GWAS) for atrial fibrillation (AF) have uncovered numerous disease-associated variants. Their underlying molecular mechanisms, especially consequences for mRNA and protein expression remain largely elusive. Thus, refined multi-omics approaches are needed for deciphering the underlying molecular networks. Here, we integrate genomics, transcriptomics, and proteomics of human atrial tissue in a cross-sectional study to identify widespread effects of genetic variants on both transcript (cis-eQTL) and protein (cis-pQTL) abundance. We further establish a novel targeted trans-QTL approach based on polygenic risk scores to determine candidates for AF core genes. Using this approach, we identify two trans-eQTLs and five trans-pQTLs for AF GWAS hits, and elucidate the role of the transcription factor NKX2-5 as a link between the GWAS SNP rs9481842 and AF. Altogether, we present an integrative multi-omics method to uncover trans-acting networks in small datasets and provide a rich resource of atrial tissue-specific regulatory variants for transcript and protein levels for cardiovascular disease gene prioritization. |
format | Online Article Text |
id | pubmed-8782899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87828992022-02-04 Tissue-specific multi-omics analysis of atrial fibrillation Assum, Ines Krause, Julia Scheinhardt, Markus O. Müller, Christian Hammer, Elke Börschel, Christin S. Völker, Uwe Conradi, Lenard Geelhoed, Bastiaan Zeller, Tanja Schnabel, Renate B. Heinig, Matthias Nat Commun Article Genome-wide association studies (GWAS) for atrial fibrillation (AF) have uncovered numerous disease-associated variants. Their underlying molecular mechanisms, especially consequences for mRNA and protein expression remain largely elusive. Thus, refined multi-omics approaches are needed for deciphering the underlying molecular networks. Here, we integrate genomics, transcriptomics, and proteomics of human atrial tissue in a cross-sectional study to identify widespread effects of genetic variants on both transcript (cis-eQTL) and protein (cis-pQTL) abundance. We further establish a novel targeted trans-QTL approach based on polygenic risk scores to determine candidates for AF core genes. Using this approach, we identify two trans-eQTLs and five trans-pQTLs for AF GWAS hits, and elucidate the role of the transcription factor NKX2-5 as a link between the GWAS SNP rs9481842 and AF. Altogether, we present an integrative multi-omics method to uncover trans-acting networks in small datasets and provide a rich resource of atrial tissue-specific regulatory variants for transcript and protein levels for cardiovascular disease gene prioritization. Nature Publishing Group UK 2022-01-21 /pmc/articles/PMC8782899/ /pubmed/35064145 http://dx.doi.org/10.1038/s41467-022-27953-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Assum, Ines Krause, Julia Scheinhardt, Markus O. Müller, Christian Hammer, Elke Börschel, Christin S. Völker, Uwe Conradi, Lenard Geelhoed, Bastiaan Zeller, Tanja Schnabel, Renate B. Heinig, Matthias Tissue-specific multi-omics analysis of atrial fibrillation |
title | Tissue-specific multi-omics analysis of atrial fibrillation |
title_full | Tissue-specific multi-omics analysis of atrial fibrillation |
title_fullStr | Tissue-specific multi-omics analysis of atrial fibrillation |
title_full_unstemmed | Tissue-specific multi-omics analysis of atrial fibrillation |
title_short | Tissue-specific multi-omics analysis of atrial fibrillation |
title_sort | tissue-specific multi-omics analysis of atrial fibrillation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8782899/ https://www.ncbi.nlm.nih.gov/pubmed/35064145 http://dx.doi.org/10.1038/s41467-022-27953-1 |
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