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 |