Author
Listed:
- Ines Assum
(Helmholtz Zentrum München, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH)
Technical University Munich)
- Julia Krause
(University Heart and Vascular Center Hamburg
DZHK (German Center for Cardiovascular Research))
- Markus O. Scheinhardt
(University of Lübeck, University Hospital of Schleswig-Holstein)
- Christian Müller
(University Heart and Vascular Center Hamburg
DZHK (German Center for Cardiovascular Research))
- Elke Hammer
(University Medicine Greifswald
DZHK (German Center for Cardiovascular Research))
- Christin S. Börschel
(DZHK (German Center for Cardiovascular Research)
University Heart and Vascular Center Hamburg)
- Uwe Völker
(University Medicine Greifswald
DZHK (German Center for Cardiovascular Research))
- Lenard Conradi
(University Heart and Vascular Center Hamburg)
- Bastiaan Geelhoed
(DZHK (German Center for Cardiovascular Research)
University Heart and Vascular Center Hamburg
University of Groningen, University Medical Center Groningen)
- Tanja Zeller
(University Heart and Vascular Center Hamburg
DZHK (German Center for Cardiovascular Research))
- Renate B. Schnabel
(DZHK (German Center for Cardiovascular Research)
University Heart and Vascular Center Hamburg)
- Matthias Heinig
(Helmholtz Zentrum München, Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH)
Technical University Munich
DZHK (German Center for Cardiovascular Research))
Abstract
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.
Suggested Citation
Ines Assum & Julia Krause & Markus O. Scheinhardt & Christian Müller & Elke Hammer & Christin S. Börschel & Uwe Völker & Lenard Conradi & Bastiaan Geelhoed & Tanja Zeller & Renate B. Schnabel & Matthi, 2022.
"Tissue-specific multi-omics analysis of atrial fibrillation,"
Nature Communications, Nature, vol. 13(1), pages 1-15, December.
Handle:
RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-27953-1
DOI: 10.1038/s41467-022-27953-1
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