Faculty, Staff and Student Publications

Authors

Yordi J van de Vegte
Ruben N Eppinga
M Yldau van der Ende
Yanick P Hagemeijer
Yuvaraj Mahendran
Elias Salfati
Albert V Smith
Vanessa Y Tan
Dan E Arking
Ioanna Ntalla
Emil V Appel
Claudia Schurmann
Jennifer A Brody
Rico Rueedi
Ozren Polasek
Gardar Sveinbjornsson
Cecile Lecoeur
Claes Ladenvall
Jing Hua Zhao
Aaron Isaacs
Lihua Wang
Jian'an Luan
Shih-Jen Hwang
Nina Mononen
Kirsi Auro
Anne U Jackson
Lawrence F Bielak
Linyao Zeng
Nabi Shah
Maria Nethander
Archie Campbell
Tuomo Rankinen
Sonali Pechlivanis
Lu Qi
Wei Zhao
Federica Rizzi
Toshiko Tanaka
Antonietta Robino
Massimiliano Cocca
Leslie Lange
Martina Müller-Nurasyid
Carolina Roselli
Weihua Zhang
Marcus E Kleber
Xiuqing Guo
Henry J Lin
Francesca Pavani
Tessel E Galesloot
Raymond Noordam
Yuri Milaneschi
Katharina E Schraut
Marcel den Hoed
Frauke Degenhardt
Stella Trompet
Marten E van den Berg
Giorgio Pistis
Yih-Chung Tham
Stefan Weiss
Xueling S Sim
Hengtong L Li
Peter J van der Most
Ilja M Nolte
Leo-Pekka Lyytikäinen
M Abdullah Said
Daniel R Witte
Carlos Iribarren
Lenore Launer
Susan M Ring
Paul S de Vries
Peter Sever
Allan Linneberg
Erwin P Bottinger
Sandosh Padmanabhan
Bruce M Psaty
Nona Sotoodehnia
Ivana Kolcic
DCCT/EDIC Research Group
David O Arnar
Daniel F Gudbjartsson
Hilma Holm
Beverley Balkau
Claudia T Silva
Christopher H Newton-Cheh
Kjell Nikus
Perttu Salo
Karen L Mohlke
Patricia A Peyser
Heribert Schunkert
Mattias Lorentzon
Jari Lahti
Dabeeru C Rao
Marilyn C Cornelis
Jessica D Faul
Jennifer A Smith
Katarzyna Stolarz-Skrzypek
Stefania Bandinelli
Maria Pina Concas
Gianfranco Sinagra
Thomas Meitinger
Melanie Waldenberger
Moritz F Sinner
Konstantin Strauch
Graciela E Delgado
Kent D Taylor
Jie Yao
Luisa Foco
Olle Melander
Jacqueline de Graaf
Renée de Mutsert
Eco J C de Geus
Åsa Johansson
Peter K Joshi
Lars Lind
Andre Franke
Peter W Macfarlane
Kirill V Tarasov
Nicholas Tan
Stephan B Felix
E-Shyong Tai
Debra Q Quek
Harold Snieder
Johan Ormel
Martin Ingelsson
Cecilia Lindgren
Andrew P Morris
Olli T Raitakari
Torben Hansen
Themistocles Assimes
Vilmundur Gudnason
Nicholas J Timpson
Alanna C Morrison
Patricia B Munroe
David P Strachan
Niels Grarup
Ruth J F Loos
Susan R Heckbert
Peter Vollenweider
Caroline Hayward
Kari Stefansson
Philippe Froguel
Leif Groop
Nicholas J Wareham
Cornelia M van Duijn
Mary F Feitosa
Christopher J O'Donnell
Mika Kähönen
Markus Perola
Michael Boehnke
Sharon L R Kardia
Jeanette Erdmann
Colin N A Palmer
Claes Ohlsson
David J Porteous
Johan G Eriksson
Claude Bouchard
Susanne Moebus
Peter Kraft
David R Weir
Daniele Cusi
Luigi Ferrucci
Sheila Ulivi
Giorgia Girotto
Adolfo Correa
Stefan Kääb
Annette Peters
John C Chambers
Jaspal S Kooner
Winfried März
Jerome I Rotter
Andrew A Hicks
J Gustav Smith
Lambertus A L M Kiemeney
Dennis O Mook-Kanamori
Brenda W J H Penninx
Ulf Gyllensten
James F Wilson
Stephen Burgess
Johan Sundström
Wolfgang Lieb
J Wouter Jukema
Mark Eijgelsheim
Edward L M Lakatta
Ching-Yu Cheng
Marcus Dörr
Tien-Yin Wong
Charumathi Sabanayagam
Albertine J Oldehinkel
Harriette Riese
Terho Lehtimäki
Niek Verweij
Pim van der Harst

Publication Date

8-2-2023

Journal

Nature Communications

Abstract

Resting heart rate is associated with cardiovascular diseases and mortality in observational and Mendelian randomization studies. The aims of this study are to extend the number of resting heart rate associated genetic variants and to obtain further insights in resting heart rate biology and its clinical consequences. A genome-wide meta-analysis of 100 studies in up to 835,465 individuals reveals 493 independent genetic variants in 352 loci, including 68 genetic variants outside previously identified resting heart rate associated loci. We prioritize 670 genes and in silico annotations point to their enrichment in cardiomyocytes and provide insights in their ECG signature. Two-sample Mendelian randomization analyses indicate that higher genetically predicted resting heart rate increases risk of dilated cardiomyopathy, but decreases risk of developing atrial fibrillation, ischemic stroke, and cardio-embolic stroke. We do not find evidence for a linear or non-linear genetic association between resting heart rate and all-cause mortality in contrast to our previous Mendelian randomization study. Systematic alteration of key differences between the current and previous Mendelian randomization study indicates that the most likely cause of the discrepancy between these studies arises from false positive findings in previous one-sample MR analyses caused by weak-instrument bias at lower P-value thresholds. The results extend our understanding of resting heart rate biology and give additional insights in its role in cardiovascular disease development.

Keywords

Humans, Cardiovascular Diseases, Risk Factors, Heart Rate, Genetic Predisposition to Disease, Atrial Fibrillation, Mendelian Randomization Analysis, Genome-Wide Association Study, Polymorphism, Single Nucleotide

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