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Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways

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  • William J. Young

    (Queen Mary University of London
    Barts Health NHS trust)

  • Najim Lahrouchi

    (Amsterdam Cardiovascular Sciences
    Broad Institute of Harvard and MIT
    Massachusetts General Hospital)

  • Aaron Isaacs

    (Cardiovascular Research Institute Maastricht CARIM, Maastricht University
    Maastricht University)

  • ThuyVy Duong

    (Johns Hopkins University School of Medicine)

  • Luisa Foco

    (Eurac Research, Institute for Biomedicine affiliated with the University of Lübeck)

  • Farah Ahmed

    (Queen Mary University of London)

  • Jennifer A. Brody

    (University of Washington)

  • Reem Salman

    (Queen Mary University of London)

  • Raymond Noordam

    (Leiden University Medical Center)

  • Jan-Walter Benjamins

    (Department of Cardiology)

  • Jeffrey Haessler

    (Fred Hutchinson Cancer Center)

  • Leo-Pekka Lyytikäinen

    (Fimlab Laboratories
    Tampere University)

  • Linda Repetto

    (Usher Institute, University of Edinburgh)

  • Maria Pina Concas

    (Institute for Maternal and Child Health – IRCCS “Burlo Garofolo”)

  • Marten E. Berg

    (Erasmus MC – University Medical Center)

  • Stefan Weiss

    (DZHK German Centre for Cardiovascular Research; partner site Greifswald
    University Medicine Greifswald)

  • Antoine R. Baldassari

    (University of North Carolina at Chapel Hill)

  • Traci M. Bartz

    (University of Washington)

  • James P. Cook

    (University of Liverpool)

  • Daniel S. Evans

    (Research Institute)

  • Rebecca Freudling

    (University Hospital, LMU Munich
    Helmholtz Zentrum München - German Research Center for Environmental Health)

  • Oliver Hines

    (St George’s University of London
    London School of Hygiene and Tropical Medicine)

  • Jonas L. Isaksen

    (University of Copenhagen)

  • Honghuang Lin

    (National Heart Lung and Blood Institute’s and Boston University’s Framingham Heart Study
    Boston University School of Medicine)

  • Hao Mei

    (University of Mississippi Medical Center)

  • Arden Moscati

    (Icahn School of Medicine at Mount Sinai)

  • Martina Müller-Nurasyid

    (Helmholtz Zentrum München - German Research Center for Environmental Health
    IBE, Faculty of Medicine, LMU Munich
    Johannes Gutenberg University)

  • Casia Nursyifa

    (University of Copenhagen)

  • Yong Qian

    (National Institute of Health)

  • Anne Richmond

    (University of Edinburgh, Western General Hospital)

  • Carolina Roselli

    (Department of Cardiology
    Broad Institute)

  • Kathleen A. Ryan

    (University of Maryland School of Medicine
    University of Maryland School of Medicine)

  • Eduardo Tarazona-Santos

    (Universidade Federal de Minas Gerais)

  • Sébastien Thériault

    (McMaster University
    Department of Molecular Biology, Medical Biochemistry and Pathology, Université Laval)

  • Stefan Duijvenboden

    (Queen Mary University of London
    University of College London)

  • Helen R. Warren

    (Queen Mary University of London
    Queen Mary University of London)

  • Jie Yao

    (Institute for Translational Genomics and Population Sciences/The Lundquist Institute at Harbor-UCLA Medical Center)

  • Dania Raza

    (Queen Mary University of London
    Brighton and Sussex Medical School)

  • Stefanie Aeschbacher

    (University Hospital Basel, University of Basel)

  • Gustav Ahlberg

    (Copenhagen University Hospital, Rigshospitalet
    University of Copenhagen)

  • Alvaro Alonso

    (Emory University)

  • Laura Andreasen

    (Copenhagen University Hospital, Rigshospitalet
    University of Copenhagen)

  • Joshua C. Bis

    (University of Washington)

  • Eric Boerwinkle

    (The University of Texas Health Science Center at Houston
    Baylor College of Medicine)

  • Archie Campbell

    (Usher Institute, University of Edinburgh, Nine, Edinburgh Bioquarter
    University of Edinburgh, Nine, Edinburgh Bioquarter
    University of Edinburgh, Western General Hospital)

  • Eulalia Catamo

    (Institute for Maternal and Child Health – IRCCS “Burlo Garofolo”)

  • Massimiliano Cocca

    (Institute for Maternal and Child Health – IRCCS “Burlo Garofolo”)

  • Michael J. Cutler

    (Intermountain Medical Center)

  • Dawood Darbar

    (University of Illinois at Chicago)

  • Alessandro Grandi

    (Eurac Research, Institute for Biomedicine affiliated with the University of Lübeck)

  • Antonio Luca

    (ASUGI, University of Trieste)

  • Jun Ding

    (National Institute of Health)

  • Christina Ellervik

    (Department of Data and Data Support, Region Zealand
    Faculty of Health and Medical Sciences, University of Copenhagen
    Boston Children’s Hospital, Harvard Medical School)

  • Patrick T. Ellinor

    (Broad Institute
    Demoulas Center for Cardiac Arrhythmias and Cardiovascular Research Center, Massachusetts General Hospital)

  • Stephan B. Felix

    (DZHK German Centre for Cardiovascular Research; partner site Greifswald
    Infectious Diseases, Intensive Care Medicine; University Medicine Greifswald)

  • Philippe Froguel

    (School of Public Health, Imperial College London
    University of Lille Nord de France
    CNRS UMR8199, Institut Pasteur de Lille)

  • Christian Fuchsberger

    (Eurac Research, Institute for Biomedicine affiliated with the University of Lübeck
    University of Michigan School of Public Health
    University of Michigan School of Public Health)

  • Martin Gögele

    (Eurac Research, Institute for Biomedicine affiliated with the University of Lübeck)

  • Claus Graff

    (Aalborg University)

  • Mariaelisa Graff

    (University of North Carolina at Chapel Hill)

  • Xiuqing Guo

    (Institute for Translational Genomics and Population Sciences/The Lundquist Institute at Harbor-UCLA Medical Center
    Department of Pediatrics/Harbor-UCLA Medical Center
    Department of Pediatrics/David Geffen School of Medicine at UCLA)

  • Torben Hansen

    (University of Copenhagen)

  • Susan R. Heckbert

    (University of Washington
    Department of Epidemiology/University of Washington)

  • Paul L. Huang

    (Massachusetts General Hospital)

  • Heikki V. Huikuri

    (University of Oulu and University Hospital of Oulu)

  • Nina Hutri-Kähönen

    (Tampere University Hospital
    Tampere University
    Faculty of Medicine and Health Technology, Tampere University)

  • M. Arfan Ikram

    (Erasmus MC – University Medical Center)

  • Rebecca D. Jackson

    (Ohio State Medical Center)

  • Juhani Junttila

    (University of Oulu and University Hospital of Oulu)

  • Maryam Kavousi

    (Erasmus MC – University Medical Center)

  • Jan A. Kors

    (Erasmus University Medical Center)

  • Thiago P. Leal

    (Universidade Federal de Minas Gerais
    Cleveland Clinic)

  • Rozenn N. Lemaitre

    (University of Washington)

  • Henry J. Lin

    (Institute for Translational Genomics and Population Sciences/The Lundquist Institute at Harbor-UCLA Medical Center
    Department of Pediatrics/Harbor-UCLA Medical Center
    Department of Pediatrics/David Geffen School of Medicine at UCLA)

  • Lars Lind

    (Uppsala University)

  • Allan Linneberg

    (Bispebjerg and Frederiksberg Hospital
    Faculty of Health and Medical Sciences, University of Copenhagen)

  • Simin Liu

    (Medicine and Surgery, Brown University)

  • Peter W. MacFarlane

    (Veterinary and Life Sciences, University of Glasgow)

  • Massimo Mangino

    (King’s College London
    NIHR Biomedical Research Centre at Guy’s and St Thomas’ Foundation Trust)

  • Thomas Meitinger

    (Helmholtz Zentrum München - German Research Center for Environmental Health
    Technical University of Munich
    DZHK (German Centre for Cardiovascular Research, partner site: Munich Heart Alliance)

  • Massimo Mezzavilla

    (Institute for Maternal and Child Health – IRCCS “Burlo Garofolo”)

  • Pashupati P. Mishra

    (Fimlab Laboratories
    Tampere University)

  • Rebecca N. Mitchell

    (Johns Hopkins University School of Medicine)

  • Nina Mononen

    (Fimlab Laboratories
    Tampere University)

  • May E. Montasser

    (University of Maryland School of Medicine
    University of Maryland School of Medicine)

  • Alanna C. Morrison

    (The University of Texas Health Science Center at Houston)

  • Matthias Nauck

    (DZHK German Centre for Cardiovascular Research; partner site Greifswald
    University Medicine Greifswald)

  • Victor Nauffal

    (Broad Institute
    Brigham and Women’s Hospital)

  • Pau Navarro

    (Institute of Genetics and Cancer, University of Edinburgh)

  • Kjell Nikus

    (Tampere University Hospital
    Faculty of Medicine and Health Technology, Tampere University)

  • Guillaume Pare

    (McMaster University)

  • Kristen K. Patton

    (University of Washington)

  • Giulia Pelliccione

    (Institute for Maternal and Child Health – IRCCS “Burlo Garofolo”)

  • Alan Pittman

    (St George’s University of London)

  • David J. Porteous

    (University of Edinburgh, Western General Hospital
    University of Edinburgh)

  • Peter P. Pramstaller

    (Eurac Research, Institute for Biomedicine affiliated with the University of Lübeck
    University of Lübeck)

  • Michael H. Preuss

    (Icahn School of Medicine at Mount Sinai)

  • Olli T. Raitakari

    (University of Turku and Turku University Hospital
    University of Turku
    Turku University Hospital)

  • Alexander P. Reiner

    (Department of Epidemiology/University of Washington
    University of Washington)

  • Antonio Luiz P. Ribeiro

    (Universidade Federal de Minas Gerais, Brazil
    Universidade Federal de Minas Gerais, Belo Horizonte, Brazil)

  • Kenneth M. Rice

    (University of Washington)

  • Lorenz Risch

    (Labormedizinisches zentrum Dr. Risch
    Private University in the Principality of Liechtenstein
    University Institute of Clinical Chemistry, University of Bern, Inselspital)

  • David Schlessinger

    (National Institute on Aging, National Institute of Health)

  • Ulrich Schotten

    (Cardiovascular Research Institute Maastricht CARIM, Maastricht University)

  • Claudia Schurmann

    (Icahn School of Medicine at Mount Sinai
    University of Potsdam
    Icahn School of Medicine at Mount Sinai)

  • Xia Shen

    (Usher Institute, University of Edinburgh
    Karolinska Institutet
    Fudan University, Nansha District)

  • M. Benjamin Shoemaker

    (Arrhythmia Section, Vanderbilt University Medical Center)

  • Gianfranco Sinagra

    (ASUGI, University of Trieste)

  • Moritz F. Sinner

    (University Hospital, LMU Munich
    DZHK (German Centre for Cardiovascular Research, partner site: Munich Heart Alliance)

  • Elsayed Z. Soliman

    (Wake Forest School of Medicine)

  • Monika Stoll

    (Maastricht University
    Cardiovascular Research Institute Maastricht CARIM, Maastricht University
    University of Muenster)

  • Konstantin Strauch

    (Helmholtz Zentrum München - German Research Center for Environmental Health
    IBE, Faculty of Medicine, LMU Munich
    Johannes Gutenberg University)

  • Kirill Tarasov

    (National Institute on Aging, National Institute of Health)

  • Kent D. Taylor

    (Institute for Translational Genomics and Population Sciences/The Lundquist Institute at Harbor-UCLA Medical Center
    Department of Pediatrics/Harbor-UCLA Medical Center
    Department of Pediatrics/David Geffen School of Medicine at UCLA)

  • Andrew Tinker

    (Queen Mary University of London
    Queen Mary University of London)

  • Stella Trompet

    (Leiden University Medical Center
    Leiden University Medical Center)

  • André Uitterlinden

    (Internal Medicine, Erasmus MC)

  • Uwe Völker

    (DZHK German Centre for Cardiovascular Research; partner site Greifswald
    University Medicine Greifswald)

  • Henry Völzke

    (DZHK German Centre for Cardiovascular Research; partner site Greifswald
    University Medicine Greifswald)

  • Melanie Waldenberger

    (DZHK (German Centre for Cardiovascular Research, partner site: Munich Heart Alliance
    Helmholtz Zentrum München - German Research Center for Environmental Health)

  • Lu-Chen Weng

    (Broad Institute
    Massachusetts General Hospital)

  • Eric A. Whitsel

    (University of North Carolina at Chapel Hill
    University of North Carolina)

  • James G. Wilson

    (University of Mississippi Medical Center
    Beth Israel Deaconess Medical Center)

  • Christy L. Avery

    (University of North Carolina at Chapel Hill)

  • David Conen

    (McMaster University)

  • Adolfo Correa

    (University of Mississippi Medical Center)

  • Francesco Cucca

    (Italian National Research Council)

  • Marcus Dörr

    (DZHK German Centre for Cardiovascular Research; partner site Greifswald
    Infectious Diseases, Intensive Care Medicine; University Medicine Greifswald)

  • Sina A. Gharib

    (Critical Care and Sleep Medicine, University of Washington)

  • Giorgia Girotto

    (Institute for Maternal and Child Health – IRCCS “Burlo Garofolo”
    University of Trieste)

  • Niels Grarup

    (University of Copenhagen)

  • Caroline Hayward

    (University of Edinburgh, Western General Hospital)

  • Yalda Jamshidi

    (St George’s University of London)

  • Marjo-Riitta Järvelin

    (Faculty of Medicine, University of Oulu
    Oulu University Hospital
    Imperial College London
    Brunel University London)

  • J. Wouter Jukema

    (Leiden University Medical Center
    Netherlands Heart Institute)

  • Stefan Kääb

    (University Hospital, LMU Munich
    DZHK (German Centre for Cardiovascular Research, partner site: Munich Heart Alliance)

  • Mika Kähönen

    (Tampere University Hospital
    Faculty of Medicine and Health Technology, Tampere University)

  • Jørgen K. Kanters

    (University of Copenhagen)

  • Charles Kooperberg

    (Fred Hutchinson Cancer Center)

  • Terho Lehtimäki

    (Fimlab Laboratories
    Tampere University)

  • Maria Fernanda Lima-Costa

    (Instituto René Rachou, fundação Oswaldo Cruz)

  • Yongmei Liu

    (Duke University)

  • Ruth J. F. Loos

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Steven A. Lubitz

    (Broad Institute
    Demoulas Center for Cardiac Arrhythmias and Cardiovascular Research Center, Massachusetts General Hospital)

  • Dennis O. Mook-Kanamori

    (Leiden University Medical Center
    Leiden University Medical Center)

  • Andrew P. Morris

    (University of Liverpool
    Centre for Musculoskeletal Research, The University of Manchester
    University of Oxford)

  • Jeffrey R. O’Connell

    (University of Maryland School of Medicine
    University of Maryland School of Medicine)

  • Morten Salling Olesen

    (University of Copenhagen)

  • Michele Orini

    (Barts Health NHS trust
    University of College London)

  • Sandosh Padmanabhan

    (University of Glasgow)

  • Cristian Pattaro

    (Eurac Research, Institute for Biomedicine affiliated with the University of Lübeck)

  • Annette Peters

    (Helmholtz Zentrum München - German Research Center for Environmental Health
    DZHK (German Centre for Cardiovascular Research, partner site: Munich Heart Alliance)

  • Bruce M. Psaty

    (University of Washington
    Department of Epidemiology/University of Washington
    University of Washington)

  • Jerome I. Rotter

    (Institute for Translational Genomics and Population Sciences/The Lundquist Institute at Harbor-UCLA Medical Center
    Department of Pediatrics/Harbor-UCLA Medical Center
    Departments of Pediatrics and Human Genetics/David Geffen School of Medicine at UCLA)

  • Bruno Stricker

    (Erasmus MC – University Medical Center)

  • Pim Harst

    (Department of Cardiology
    University Medical Center Utrecht)

  • Cornelia M. Duijn

    (University of Oxford
    Erasmus MC University Medical Center)

  • Niek Verweij

    (Department of Cardiology)

  • James F. Wilson

    (Usher Institute, University of Edinburgh
    Institute of Genetics and Cancer, University of Edinburgh)

  • Dan E. Arking

    (Johns Hopkins University School of Medicine)

  • Julia Ramirez

    (Queen Mary University of London
    University of College London)

  • Pier D. Lambiase

    (Barts Health NHS trust
    University of College London)

  • Nona Sotoodehnia

    (Department of Medicine, University of Washington)

  • Borbala Mifsud

    (Queen Mary University of London
    Hamad Bin Khalifa University)

  • Christopher Newton-Cheh

    (Broad Institute of Harvard and MIT
    Massachusetts General Hospital)

  • Patricia B. Munroe

    (Queen Mary University of London
    Queen Mary University of London)

Abstract

The QT interval is an electrocardiographic measure representing the sum of ventricular depolarization and repolarization, estimated by QRS duration and JT interval, respectively. QT interval abnormalities are associated with potentially fatal ventricular arrhythmia. Using genome-wide multi-ancestry analyses (>250,000 individuals) we identify 177, 156 and 121 independent loci for QT, JT and QRS, respectively, including a male-specific X-chromosome locus. Using gene-based rare-variant methods, we identify associations with Mendelian disease genes. Enrichments are observed in established pathways for QT and JT, and previously unreported genes indicated in insulin-receptor signalling and cardiac energy metabolism. In contrast for QRS, connective tissue components and processes for cell growth and extracellular matrix interactions are significantly enriched. We demonstrate polygenic risk score associations with atrial fibrillation, conduction disease and sudden cardiac death. Prioritization of druggable genes highlight potential therapeutic targets for arrhythmia. Together, these results substantially advance our understanding of the genetic architecture of ventricular depolarization and repolarization.

Suggested Citation

  • William J. Young & Najim Lahrouchi & Aaron Isaacs & ThuyVy Duong & Luisa Foco & Farah Ahmed & Jennifer A. Brody & Reem Salman & Raymond Noordam & Jan-Walter Benjamins & Jeffrey Haessler & Leo-Pekka Ly, 2022. "Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-32821-z
    DOI: 10.1038/s41467-022-32821-z
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    1. William J. Young & Jeffrey Haessler & Jan-Walter Benjamins & Linda Repetto & Jie Yao & Aaron Isaacs & Andrew R. Harper & Julia Ramirez & Sophie Garnier & Stefan Duijvenboden & Antoine R. Baldassari & , 2023. "Genetic architecture of spatial electrical biomarkers for cardiac arrhythmia and relationship with cardiovascular disease," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    2. Sébastien Thériault & Zhonglin Li & Erik Abner & Jian’an Luan & Hasanga D. Manikpurage & Ursula Houessou & Pardis Zamani & Mewen Briend & Dominique K. Boudreau & Nathalie Gaudreault & Lily Frenette & , 2024. "Integrative genomic analyses identify candidate causal genes for calcific aortic valve stenosis involving tissue-specific regulation," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

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