Genome-wide association study meta-analysis provides insights into the etiology of heart failure and its subtypes

Authors

Albert Henry
Xiaodong Mo
Chris Finan
Mark D Chaffin
Doug Speed
Hanane Issa
Spiros Denaxas
James S Ware
Sean L Zheng
Anders Malarstig
Jasmine Gratton
Isabelle Bond
Carolina Roselli
David Miller
Sandesh Chopade
A Floriaan Schmidt
Erik Abner
Lance Adams
Charlotte Andersson
Krishna G Aragam
Johan Ärnlöv
Geraldine Asselin
Anna Axelsson Raja
Joshua D Backman
Traci M Bartz
Kiran J Biddinger
Mary L Biggs
Heather L Bloom
Eric Boersma
Jeffrey Brandimarto
Michael R Brown
Søren Brunak
Mie Topholm Bruun
Leonard Buckbinder
Henning Bundgaard
David J Carey
Daniel I Chasman
Xing Chen
James P Cook
Tomasz Czuba
Simon de Denus
Abbas Dehghan
Graciela E Delgado
Alexander S Doney
Marcus Dörr
Joseph Dowsett
Samuel C Dudley
Gunnar Engström
Christian Erikstrup
Tõnu Esko
Eric H Farber-Eger
Stephan B Felix
Sarah Finer
Ian Ford
Mohsen Ghanbari
Sahar Ghasemi
Jonas Ghouse
Vilmantas Giedraitis
Franco Giulianini
John S Gottdiener
Stefan Gross
Daníel F Guðbjartsson
Hongsheng Gui, Henry Ford HealthFollow
Rebecca Gutmann
Sara Hägg
Christopher M Haggerty
Åsa K Hedman
Anna Helgadottir
Harry Hemingway
Hans Hillege
Craig L Hyde
Bitten Aagaard Jensen
J Wouter Jukema
Isabella Kardys
Ravi Karra
Maryam Kavousi
Jorge R Kizer
Marcus E Kleber
Lars Køber
Andrea Koekemoer
Karoline Kuchenbaecker
Yi-Pin Lai
David E. Lanfear, Henry Ford HealthFollow
Claudia Langenberg
Honghuang Lin
Lars Lind
Cecilia M Lindgren
Peter P Liu
Barry London
Brandon D Lowery
Jian'an Luan
Steven A Lubitz
Patrik Magnusson
Kenneth B Margulies
Nicholas A Marston
Hilary Martin
Winfried März
Olle Melander
Ify R Mordi
Michael P Morley
Andrew P Morris
Alanna C Morrison
Lori Morton
Michael W Nagle
Christopher P Nelson
Alexander Niessner
Teemu Niiranen
Raymond Noordam
Christoph Nowak
Michelle L O'Donoghue
Sisse Rye Ostrowski
Anjali T Owens
Colin N A Palmer
Guillaume Paré
Ole Birger Pedersen
Markus Perola
Marie Pigeyre
Bruce M Psaty
Kenneth M Rice
Paul M Ridker
Simon P R Romaine
Jerome I Rotter
Christian T Ruff
Marc S Sabatine
Neneh Sallah
Veikko Salomaa
Naveed Sattar
Alaa A Shalaby
Akshay Shekhar
Diane T Smelser
Nicholas L Smith
Erik Sørensen
Sundararajan Srinivasan
Kari Stefansson
Garðar Sveinbjörnsson
Per Svensson
Mari-Liis Tammesoo
Jean-Claude Tardif
Maris Teder-Laving
Alexander Teumer
Guðmundur Thorgeirsson
Unnur Thorsteinsdottir
Christian Torp-Pedersen
Vinicius Tragante
Stella Trompet
Andre G Uitterlinden
Henrik Ullum
Pim van der Harst
David van Heel
Jessica van Setten
Marion van Vugt
Abirami Veluchamy
Monique Verschuuren
Niek Verweij
Christoffer Rasmus Vissing
Uwe Völker
Adriaan A Voors
Lars Wallentin
Yunzhang Wang
Peter E Weeke
Kerri L Wiggins
Keoki L. Williams, Henry Ford HealthFollow
Yifan Yang
Bing Yu
Faiez Zannad
Chaoqun Zheng
Folkert W Asselbergs
Thomas P Cappola
Marie-Pierre Dubé
Michael E Dunn
Chim C Lang
Nilesh J Samani
Svati Shah
Ramachandran S Vasan
J Gustav Smith
Hilma Holm
Sonia Shah
Patrick T Ellinor
Aroon D Hingorani
Quinn Wells
R Thomas Lumbers

Document Type

Article

Publication Date

4-1-2025

Publication Title

Nature genetics

Abstract

Heart failure (HF) is a major contributor to global morbidity and mortality. While distinct clinical subtypes, defined by etiology and left ventricular ejection fraction, are well recognized, their genetic determinants remain inadequately understood. In this study, we report a genome-wide association study of HF and its subtypes in a sample of 1.9 million individuals. A total of 153,174 individuals had HF, of whom 44,012 had a nonischemic etiology (ni-HF). A subset of patients with ni-HF were stratified based on left ventricular systolic function, where data were available, identifying 5,406 individuals with reduced ejection fraction and 3,841 with preserved ejection fraction. We identify 66 genetic loci associated with HF and its subtypes, 37 of which have not previously been reported. Using functionally informed gene prioritization methods, we predict effector genes for each identified locus, and map these to etiologic disease clusters through phenome-wide association analysis, network analysis and colocalization. Through heritability enrichment analysis, we highlight the role of extracardiac tissues in disease etiology. We then examine the differential associations of upstream risk factors with HF subtypes using Mendelian randomization. These findings extend our understanding of the mechanisms underlying HF etiology and may inform future approaches to prevention and treatment.

Medical Subject Headings

Humans; Genome-Wide Association Study; Heart Failure; Genetic Predisposition to Disease; Polymorphism, Single Nucleotide; Stroke Volume; Male; Female; Ventricular Function, Left

PubMed ID

40038546

ePublication

ePub ahead of print

Volume

57

Issue

4

First Page

815

Last Page

828

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