Multi-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction

dc.contributor.author Michiel Rienstra
dc.contributor.author Luisa Foco
dc.contributor.author Alessandro De Grandi
dc.contributor.author Catriona L. K. Barnes
dc.contributor.author Ozren Polasek
dc.contributor.author Stephanie M. Gogarten
dc.contributor.author Borbala Mifsud
dc.contributor.author Christian Fuchsberger
dc.contributor.author Barry London
dc.contributor.author Lorenz Risch
dc.contributor.author M. Abdullah Said
dc.contributor.author Mark Chaffin
dc.contributor.author Blair H. Smith
dc.contributor.author Muhammad B. Riaz
dc.contributor.author Gardar Sveinbjornsson
dc.contributor.author Terho Lehtimäki
dc.contributor.author Igor Rudan
dc.contributor.author Thibaud Boutin
dc.contributor.author Albert V. Smith
dc.contributor.author Daniel Levy
dc.contributor.author Sébastien Thériault
dc.contributor.author James J. Cranley
dc.contributor.author Cornelia M. van Duijn
dc.contributor.author Nathan R. Tucker
dc.contributor.author Massimo Mangino
dc.contributor.author Andrew P. Morris
dc.contributor.author Andrew A. Hicks
dc.contributor.author Pier D. Lambiase
dc.contributor.author Stefan Weiss
dc.contributor.author Amelia W. Hall
dc.contributor.author J. Wouter Jukema
dc.contributor.author Stefan van Duijvenboden
dc.contributor.author Cristian Pattaro
dc.contributor.author Maria Fernanda Lima-Costa
dc.contributor.author Elsayed Z. Soliman
dc.contributor.author Mika Kähönen
dc.contributor.author Stella Trompet
dc.contributor.author Niek Verweij
dc.contributor.author Yalda Jamshidi
dc.contributor.author Peter P. Pramstaller
dc.contributor.author Annette Peters
dc.contributor.author Michele Orini
dc.contributor.author Lu-Chen Weng
dc.contributor.author Maria Pina Concas
dc.contributor.author Michael R. Barnes
dc.contributor.author Fabiola Del Greco M
dc.contributor.author Michael Preuss
dc.contributor.author Yordi J. van de Vegte
dc.contributor.author Vilmundur Gudnason
dc.contributor.author Renan P. Souza
dc.contributor.author André G. Uitterlinden
dc.contributor.author Pashupati P. Mishra
dc.contributor.author Martina Müller-Nurasyid
dc.contributor.author Emelia J. Benjamin
dc.contributor.author Ruth J. F. Loos
dc.contributor.author James H. Cartwright
dc.contributor.author Kathryn L. Lunetta
dc.contributor.author J. Gustav Smith
dc.contributor.author Lenore J. Launer
dc.contributor.author James G. Wilson
dc.contributor.author Julia Ramirez
dc.contributor.author Nathalia M. Araujo
dc.contributor.author Helen R. Warren
dc.contributor.author Jonathan Marten
dc.contributor.author Renée de Mutsert
dc.contributor.author Borbala Mifsud
dc.contributor.author Ulrike Peters
dc.contributor.author Jennifer A. Brody
dc.contributor.author Stefan Kääb
dc.contributor.author Yong Qian
dc.contributor.author Melanie Waldenberger
dc.contributor.author Adolfo Correa
dc.contributor.author Susan R. Heckbert
dc.contributor.author Muhammad B. Riaz
dc.contributor.author Stephan B. Felix
dc.contributor.author Jie Yao
dc.contributor.author Olli T. Raitakari
dc.contributor.author Anna F. Dominiczak
dc.contributor.author Diane Fatkin
dc.contributor.author Paolo Gasparini
dc.contributor.author Honghuang Lin
dc.contributor.author Gudmar Thorleifsson
dc.contributor.author Peter W. Macfarlane
dc.contributor.author Sandosh Padmanabhan
dc.contributor.author Cecilia M. Lindgren
dc.contributor.author Nina Mononen
dc.contributor.author Sébastien Thériault
dc.contributor.author Lars Lind
dc.contributor.author Erik Ingelsson
dc.contributor.author Katri Sääksjärvi
dc.contributor.author Ivana Kolcic
dc.contributor.author Alexander P. Reiner
dc.contributor.author Eric A. Whitsel
dc.contributor.author Christy L. Avery
dc.contributor.author Xiuqing Guo
dc.contributor.author Mark J. Caulfield
dc.contributor.author Nathan R. Tucker
dc.contributor.author Massimo Mangino
dc.contributor.author David J. Porteous
dc.contributor.author Jeffrey Haessler
dc.contributor.author Kjell Nikus
dc.contributor.author Morten S. Olesen
dc.contributor.author Andrew P. Morris
dc.contributor.author Aaron Isaacs
dc.contributor.author Davíð O. Arnar
dc.contributor.author Anubha Mahajan
dc.contributor.author Marcus Dörr
dc.contributor.author Ian Ford
dc.contributor.author Caroline Hayward
dc.contributor.author Unnur Thorsteinsdottir
dc.contributor.author Sheila Ulivi
dc.contributor.author Bruce M. Psaty
dc.contributor.author Amelia W. Hall
dc.contributor.author Michael J. Cutler
dc.contributor.author Alan R. Shuldiner
dc.contributor.author Stefan van Duijvenboden
dc.contributor.author Gianfranco Sinagra
dc.contributor.author Tim D. Spector
dc.contributor.author Peter K. Joshi
dc.contributor.author Patrick Sulem
dc.contributor.author Rebecca D. Jackson
dc.contributor.author Hilma Holm
dc.contributor.author Katharina Schramm
dc.contributor.author Dan E. Arking
dc.contributor.author Alvaro Alonso
dc.contributor.author Moritz F. Sinner
dc.contributor.author Kent D. Taylor
dc.contributor.author Stefanie Aeschbacher
dc.contributor.author Jerome I. Rotter
dc.contributor.author M. Yldau van der Ende
dc.contributor.author Georg Ehret
dc.contributor.author Bruno H. Stricker
dc.contributor.author Mary L. Biggs
dc.contributor.author Daniel F. Gudbjartsson
dc.contributor.author Arie C. Maan
dc.contributor.author Kathleen A. Ryan
dc.contributor.author Eric Boerwinkle
dc.contributor.author Kathleen F. Kerr
dc.contributor.author May E. Montasser
dc.contributor.author Alison D. Murray
dc.contributor.author Kari Stefansson
dc.contributor.author Joshua C. Bis
dc.contributor.author Christopher Newton-Cheh
dc.contributor.author Uwe Völker
dc.contributor.author David Conen
dc.contributor.author Leo-Pekka Lyytikäinen
dc.contributor.author Konstantin Strauch
dc.contributor.author Henry J. Lin
dc.contributor.author Lu-Chen Weng
dc.contributor.author Marten E. van den Berg
dc.contributor.author Ioanna Ntalla
dc.contributor.author Antonio Luiz Pinho Ribeiro
dc.contributor.author Nilesh J. Samani
dc.contributor.author Michael R. Barnes
dc.contributor.author Edward G. Lakatta
dc.contributor.author Tamara B. Harris
dc.contributor.author Kirill V. Tarasov
dc.contributor.author Charles Kooperberg
dc.contributor.author Harry Campbell
dc.contributor.author Kenneth Rice
dc.contributor.author Cathy C. Laurie
dc.contributor.author James F. Wilson
dc.contributor.author Andrew Tinker
dc.contributor.author Girish N. Nadkarni
dc.contributor.author Hao Mei
dc.contributor.author Erwin P. Bottinger
dc.contributor.author Johan Sundström
dc.contributor.author Vilmantas Giedraitis
dc.contributor.author Antti Jula
dc.contributor.author Veikko Salomaa
dc.contributor.author Seung Hoan Choi
dc.contributor.author Solmaz Assa
dc.contributor.author Amanda A. Seyerle
dc.contributor.author M. Benjamin Shoemaker
dc.contributor.author Adrienne M. Stilp
dc.contributor.author Steven A. Lubitz
dc.contributor.author Jun Ding
dc.contributor.author Dennis O. Mook-Kanamori
dc.contributor.author Nina Hutri-Kähönen
dc.control.author Julia Ramirez
dc.control.author Helen R. Warren
dc.control.author Olli T. Raitakari
dc.control.author Diane Fatkin
dc.control.author Diane Fatkin
dc.control.author Paolo Gasparini
dc.control.author Cecilia M. Lindgren
dc.control.author Alexander P. Reiner
dc.control.author Mark J. Caulfield
dc.control.author David J. Porteous
dc.control.author Andrew P. Morris
dc.control.author Davíð O. Arnar
dc.control.author Unnur Thorsteinsdottir
dc.control.author Bruce M. Psaty
dc.control.author Daniel F. Gudbjartsson
dc.control.author Kari Stefansson
dc.control.author Christopher Newton-Cheh
dc.control.author David Conen
dc.control.author Nilesh J. Samani
dc.control.author Andrew Tinker
dc.control.author Steven A. Lubitz
dc.date.accessioned 2025-06-16T11:25:45Z
dc.date.available 2025-06-16T11:25:45Z
dc.date.issued 2020-05-21
dc.description.abstract <jats:title>Abstract</jats:title><jats:p>The electrocardiographic PR interval reflects atrioventricular conduction, and is associated with conduction abnormalities, pacemaker implantation, atrial fibrillation (AF), and cardiovascular mortality. Here we report a multi-ancestry (<jats:italic>N</jats:italic> = 293,051) genome-wide association meta-analysis for the PR interval, discovering 202 loci of which 141 have not previously been reported. Variants at identified loci increase the percentage of heritability explained, from 33.5% to 62.6%. We observe enrichment for cardiac muscle developmental/contractile and cytoskeletal genes, highlighting key regulation processes for atrioventricular conduction. Additionally, 8 loci not previously reported harbor genes underlying inherited arrhythmic syndromes and/or cardiomyopathies suggesting a role for these genes in cardiovascular pathology in the general population. We show that polygenic predisposition to PR interval duration is an endophenotype for cardiovascular disease, including distal conduction disease, AF, and atrioventricular pre-excitation. These findings advance our understanding of the polygenic basis of cardiac conduction, and the genetic relationship between PR interval duration and cardiovascular disease.</jats:p>
dc.description.volume 11
dc.identifier.doi 10.1038/s41467-020-15706-x
dc.identifier.doi 10.17863/cam.53684
dc.identifier.doi 10.17615/q73n-j671
dc.identifier.handle 11368/2980246
dc.identifier.handle 11370/2ff3fb3e-fa6e-44cc-85f2-e63823a00247
dc.identifier.handle 1887/3181212
dc.identifier.handle 20.500.14243/422118
dc.identifier.handle 10138/316270
dc.identifier.handle 20.500.11820/7dbc060f-8590-4ae8-a7e0-055dd5996c22
dc.identifier.handle 2164/14604
dc.identifier.issn 2041-1723
dc.identifier.openaire doi_dedup___
dc.identifier.pmc PMC7242331
dc.identifier.pmid 32439900
dc.identifier.uri https://ror.circle-u.eu/handle/123456789/592317
dc.openaire.affiliation King's College London
dc.openaire.collaboration 1
dc.publisher Springer Science and Business Media LLC
dc.rights OPEN
dc.rights.license CC BY
dc.source Nature Communications
dc.subject Male
dc.subject Multifactorial Inheritance
dc.subject Supplementary Data
dc.subject EMC NIHES-03-77-01
dc.subject Arrhythmias, Cardiac / physiopathology
dc.subject General Physics and Astronomy
dc.subject Gene Expression
dc.subject Arrhythmias
dc.subject Cardiovascular
dc.subject Genome-wide association studies
dc.subject Public health care science, environmental and occupational health
dc.subject Medical Genetics and Genomics
dc.subject CALCINEURIN
dc.subject Electrocardiography
dc.subject info:eu-repo/classification/ddc/616
dc.subject Cardiovascular Disease
dc.subject name=General Biochemistry,Genetics and Molecular Biology
dc.subject ELEMENTS
dc.subject 2.1 Biological and endogenous factors
dc.subject GWAS
dc.subject Cardiac and Cardiovascular Systems
dc.subject Aetiology
dc.subject Cardiovascular Diseases / physiopathology
dc.subject cardiovascular genetics
dc.subject Genetic Loci / genetics
dc.subject RISK
dc.subject DECREASE
dc.subject /dk/atira/pure/subjectarea/asjc/1300/1300
dc.subject Kardiologi
dc.subject Q
dc.subject R
dc.subject Biological Sciences
dc.subject Medicinsk genetik och genomik
dc.subject Endophenotype
dc.subject Heart Disease
dc.subject Cardiovascular diseases
dc.subject Arrhythmias, Cardiac; Cardiovascular Diseases; Endophenotypes; Female; Gene Expression; Genetic Loci; Genetic Predisposition to Disease; Genetic Variation; Genome-Wide Association Study; Humans; Male; Multifactorial Inheritance; Quantitative Trait Loci; Electrocardiography
dc.subject name=General Physics and Astronomy
dc.subject Genetics, developmental biology, physiology
dc.subject Cardiovascular Diseases
dc.subject Female
dc.subject Medical Genetics
dc.subject Cardiac
dc.subject /dk/atira/pure/subjectarea/asjc/1600/1600
dc.subject Cardiology and Cardiovascular Disease
dc.subject Biotechnology
dc.subject Cardiovascular Diseases / genetics
dc.subject Human
dc.subject Endophenotypes
dc.subject Science
dc.subject General Biochemistry,Genetics and Molecular Biology
dc.subject DURATION
dc.subject EMC OR-01
dc.subject GENOME-WIDE ASSOCIATION ; ATRIAL-FIBRILLATION ; MUTATIONS ; RISK ; DURATION ; CARDIOMYOPATHY ; CALCINEURIN ; BRADYCARDIA ; DECREASE ; ELEMENTS
dc.subject Quantitative Trait Loci
dc.subject 610
dc.subject R Medicine
dc.subject Quantitative Trait Loci / genetics
dc.subject Article
dc.subject SDG 3 - Good Health and Well-being
dc.subject Kardiologi och kardiovaskulära sjukdomar
dc.subject Genetics
dc.subject Humans
dc.subject Genetic Predisposition to Disease
dc.subject GENOME-WIDE ASSOCIATION
dc.subject Medicinsk genetik
dc.subject CARDIOMYOPATHY
dc.subject Biomedical and Clinical Sciences
dc.subject MUTATIONS
dc.subject Human Genome
dc.subject Arrhythmias, Cardiac / genetics
dc.subject Genetic Variation
dc.subject Arrhythmias, Cardiac
dc.subject General Chemistry
dc.subject Cardiovascular genetics
dc.subject Genetic Predisposition to Disease / genetics
dc.subject cardiovascular diseases
dc.subject Good Health and Well Being
dc.subject Genetic Loci
dc.subject genome-wide association studies
dc.subject ATRIAL-FIBRILLATION
dc.subject BRADYCARDIA
dc.subject /dk/atira/pure/subjectarea/asjc/3100/3100
dc.subject name=General Chemistry
dc.subject Genome-Wide Association Study
dc.subject.fos 0301 basic medicine
dc.subject.fos 0303 health sciences
dc.subject.fos 03 medical and health sciences
dc.subject.sdg 3. Good health
dc.title Multi-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction
dc.type publication

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