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Genome-wide association analysis and Mendelian randomization proteomics identify drug targets for heart failure

Authors :
Danielle Rasooly
Gina M. Peloso
Alexandre C. Pereira
Hesam Dashti
Claudia Giambartolomei
Eleanor Wheeler
Nay Aung
Brian R. Ferolito
Maik Pietzner
Eric H. Farber-Eger
Quinn Stanton Wells
Nicole M. Kosik
Liam Gaziano
Daniel C. Posner
A. Patrícia Bento
Qin Hui
Chang Liu
Krishna Aragam
Zeyuan Wang
Brian Charest
Jennifer E. Huffman
Peter W. F. Wilson
Lawrence S. Phillips
John Whittaker
Patricia B. Munroe
Steffen E. Petersen
Kelly Cho
Andrew R. Leach
María Paula Magariños
John Michael Gaziano
VA Million Veteran Program
Claudia Langenberg
Yan V. Sun
Jacob Joseph
Juan P. Casas
Source :
Nature Communications, Vol 14, Iss 1, Pp 1-15 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

Abstract We conduct a large-scale meta-analysis of heart failure genome-wide association studies (GWAS) consisting of over 90,000 heart failure cases and more than 1 million control individuals of European ancestry to uncover novel genetic determinants for heart failure. Using the GWAS results and blood protein quantitative loci, we perform Mendelian randomization and colocalization analyses on human proteins to provide putative causal evidence for the role of druggable proteins in the genesis of heart failure. We identify 39 genome-wide significant heart failure risk variants, of which 18 are previously unreported. Using a combination of Mendelian randomization proteomics and genetic cis-only colocalization analyses, we identify 10 additional putatively causal genes for heart failure. Findings from GWAS and Mendelian randomization-proteomics identify seven (CAMK2D, PRKD1, PRKD3, MAPK3, TNFSF12, APOC3 and NAE1) proteins as potential targets for interventions to be used in primary prevention of heart failure.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.121bbc31eec24459b300c8546850ced3
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-023-39253-3