Genome Biology (Jul 2018)
Exome-chip meta-analysis identifies novel loci associated with cardiac conduction, including ADAMTS6
- Bram P. Prins,
- Timothy J. Mead,
- Jennifer A. Brody,
- Gardar Sveinbjornsson,
- Ioanna Ntalla,
- Nathan A. Bihlmeyer,
- Marten van den Berg,
- Jette Bork-Jensen,
- Stefania Cappellani,
- Stefan Van Duijvenboden,
- Nikolai T. Klena,
- George C. Gabriel,
- Xiaoqin Liu,
- Cagri Gulec,
- Niels Grarup,
- Jeffrey Haessler,
- Leanne M. Hall,
- Annamaria Iorio,
- Aaron Isaacs,
- Ruifang Li-Gao,
- Honghuang Lin,
- Ching-Ti Liu,
- Leo-Pekka Lyytikäinen,
- Jonathan Marten,
- Hao Mei,
- Martina Müller-Nurasyid,
- Michele Orini,
- Sandosh Padmanabhan,
- Farid Radmanesh,
- Julia Ramirez,
- Antonietta Robino,
- Molly Schwartz,
- Jessica van Setten,
- Albert V. Smith,
- Niek Verweij,
- Helen R. Warren,
- Stefan Weiss,
- Alvaro Alonso,
- David O. Arnar,
- Michiel L. Bots,
- Rudolf A. de Boer,
- Anna F. Dominiczak,
- Mark Eijgelsheim,
- Patrick T. Ellinor,
- Xiuqing Guo,
- Stephan B. Felix,
- Tamara B. Harris,
- Caroline Hayward,
- Susan R. Heckbert,
- Paul L. Huang,
- J. W. Jukema,
- Mika Kähönen,
- Jan A. Kors,
- Pier D. Lambiase,
- Lenore J. Launer,
- Man Li,
- Allan Linneberg,
- Christopher P. Nelson,
- Oluf Pedersen,
- Marco Perez,
- Annette Peters,
- Ozren Polasek,
- Bruce M. Psaty,
- Olli T. Raitakari,
- Kenneth M. Rice,
- Jerome I. Rotter,
- Moritz F. Sinner,
- Elsayed Z. Soliman,
- Tim D. Spector,
- Konstantin Strauch,
- Unnur Thorsteinsdottir,
- Andrew Tinker,
- Stella Trompet,
- André Uitterlinden,
- Ilonca Vaartjes,
- Peter van der Meer,
- Uwe Völker,
- Henry Völzke,
- Melanie Waldenberger,
- James G. Wilson,
- Zhijun Xie,
- Folkert W. Asselbergs,
- Marcus Dörr,
- Cornelia M. van Duijn,
- Paolo Gasparini,
- Daniel F. Gudbjartsson,
- Vilmundur Gudnason,
- Torben Hansen,
- Stefan Kääb,
- Jørgen K. Kanters,
- Charles Kooperberg,
- Terho Lehtimäki,
- Henry J. Lin,
- Steven A. Lubitz,
- Dennis O. Mook-Kanamori,
- Francesco J. Conti,
- Christopher H. Newton-Cheh,
- Jonathan Rosand,
- Igor Rudan,
- Nilesh J. Samani,
- Gianfranco Sinagra,
- Blair H. Smith,
- Hilma Holm,
- Bruno H. Stricker,
- Sheila Ulivi,
- Nona Sotoodehnia,
- Suneel S. Apte,
- Pim van der Harst,
- Kari Stefansson,
- Patricia B. Munroe,
- Dan E. Arking,
- Cecilia W. Lo,
- Yalda Jamshidi
Affiliations
- Bram P. Prins
- Genetics Research Centre, Molecular and Clinical Sciences Institute, St George’s University of London
- Timothy J. Mead
- Department of Biomedical Engineering, Cleveland Clinic Lerner Research Institute
- Jennifer A. Brody
- Department of Medicine, Cardiovascular Health Research Unit, University of Washington
- Gardar Sveinbjornsson
- deCODE genetics/Amgen, Inc.
- Ioanna Ntalla
- Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
- Nathan A. Bihlmeyer
- Predoctoral Training Program in Human Genetics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine
- Marten van den Berg
- Department of Medical Informatics Erasmus MC - University Medical Center
- Jette Bork-Jensen
- The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen
- Stefania Cappellani
- Institute for Maternal and Child Health - IRCCS “Burlo Garofolo”
- Stefan Van Duijvenboden
- Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
- Nikolai T. Klena
- Department of Developmental Biology, University of Pittsburgh School of Medicine
- George C. Gabriel
- Department of Developmental Biology, University of Pittsburgh School of Medicine
- Xiaoqin Liu
- Department of Developmental Biology, University of Pittsburgh School of Medicine
- Cagri Gulec
- Department of Developmental Biology, University of Pittsburgh School of Medicine
- Niels Grarup
- The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen
- Jeffrey Haessler
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center
- Leanne M. Hall
- Department of Cardiovascular Sciences, University of Leicester, Cardiovascular Research Centre, Glenfield Hospital
- Annamaria Iorio
- Cardiovascular Department, Ospedali Riuniti and University of Trieste
- Aaron Isaacs
- CARIM School for Cardiovascular Diseases, Maastricht Center for Systems Biology (MaCSBio), and Department of Biochemistry, Maastricht University
- Ruifang Li-Gao
- Department of Clinical Epidemiology, Leiden University Medical Center
- Honghuang Lin
- Department of Medicine, Section of Computational Biomedicine, Boston University School of Medicine
- Ching-Ti Liu
- Biostatistics Department, Boston University School of Public Health
- Leo-Pekka Lyytikäinen
- Department of Clinical Chemistry, Fimlab Laboratories
- Jonathan Marten
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh
- Hao Mei
- Department of Data Science, School of Population Health, University of Mississippi Medical Center
- Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health
- Michele Orini
- Mechanical Engineering Department, University College London
- Sandosh Padmanabhan
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, BHF GCRC
- Farid Radmanesh
- Center for Human Genetic Research, Massachusetts General Hospital
- Julia Ramirez
- Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
- Antonietta Robino
- Institute for Maternal and Child Health - IRCCS “Burlo Garofolo”
- Molly Schwartz
- Department of Developmental Biology, University of Pittsburgh School of Medicine
- Jessica van Setten
- Division Heart & Lungs, Department of Cardiology, University Medical Center Utrecht, University of Utrecht
- Albert V. Smith
- Icelandic Heart Association
- Niek Verweij
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT
- Helen R. Warren
- Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
- Stefan Weiss
- Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt-University Greifswald
- Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University
- David O. Arnar
- deCODE genetics/Amgen, Inc.
- Michiel L. Bots
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht
- Rudolf A. de Boer
- University Medical Center Groningen, University of Groningen
- Anna F. Dominiczak
- Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow
- Mark Eijgelsheim
- Erasmus MC - University Medical Center Rotterdam
- Patrick T. Ellinor
- Cardiovascular Research Center, Massachusetts General Hospital
- Xiuqing Guo
- The Institute for Translational Genomics and Population Sciences and Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center
- Stephan B. Felix
- DZHK (German Centre for Cardiovascular Research); Partner site Greifswald
- Tamara B. Harris
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program, National Institutes of Health
- Caroline Hayward
- Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh
- Susan R. Heckbert
- Cardiovascular Health Research Unit and the Department of Epidemiology, University of Washington
- Paul L. Huang
- Cardiovascular Research Center, Massachusetts General Hospital
- J. W. Jukema
- Department of Cardiology, Leiden University Medical Center
- Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital
- Jan A. Kors
- Department of Medical Informatics, Erasmus University Medical Center
- Pier D. Lambiase
- Institute of Cardiovascular Science, University College London
- Lenore J. Launer
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program, National Institutes of Health
- Man Li
- Division of Nephrology & Hypertension, Internal Medicine, School of Medicine, University of Utah
- Allan Linneberg
- Research Centre for Prevention and Health, Capital Region of Denmark
- Christopher P. Nelson
- Department of Cardiovascular Sciences, University of Leicester, Cardiovascular Research Centre, Glenfield Hospital
- Oluf Pedersen
- The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen
- Marco Perez
- Division of Cardiovascular Medicine, Stanford University
- Annette Peters
- German Centre for Cardiovascular Research (DZHK); partner site: Munich Heart Alliance
- Ozren Polasek
- Faculty of Medicine, University of Split
- Bruce M. Psaty
- Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services, University of Washington
- Olli T. Raitakari
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital
- Kenneth M. Rice
- Department of Biostatistics, University of Washington
- Jerome I. Rotter
- The Institute for Translational Genomics and Population Sciences and Departments of Pediatrics and Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center
- Moritz F. Sinner
- Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University
- Elsayed Z. Soliman
- Epidemiological Cardiology Research Center (EPICARE), Wake Forest School of Medicine
- Tim D. Spector
- Department of Twin Research and Genetic Epidemiology, King’s College London
- Konstantin Strauch
- Institute of Genetic Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health
- Unnur Thorsteinsdottir
- deCODE genetics/Amgen, Inc.
- Andrew Tinker
- Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
- Stella Trompet
- Department of Cardiology, Leiden University Medical Center
- André Uitterlinden
- Human Genotyping Facility Erasmus MC - University Medical Center Rotterdam
- Ilonca Vaartjes
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht
- Peter van der Meer
- University Medical Center Groningen, University of Groningen
- Uwe Völker
- Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt-University Greifswald
- Henry Völzke
- DZHK (German Centre for Cardiovascular Research); Partner site Greifswald
- Melanie Waldenberger
- German Centre for Cardiovascular Research (DZHK); partner site: Munich Heart Alliance
- James G. Wilson
- Department of Physiology and Biophysics, University of Mississippi Medical Center
- Zhijun Xie
- TCM Clinical Basis Institute, Zhejiang Chinese Medical University
- Folkert W. Asselbergs
- Division Heart & Lungs, Department of Cardiology, University Medical Center Utrecht, University of Utrecht
- Marcus Dörr
- DZHK (German Centre for Cardiovascular Research); Partner site Greifswald
- Cornelia M. van Duijn
- Department of Epidemiology, Genetic Epidemiology Unit, Erasmus University Medical Center
- Paolo Gasparini
- Department of Medical, Surgical and Health Sciences, University of Trieste
- Daniel F. Gudbjartsson
- deCODE genetics/Amgen, Inc.
- Vilmundur Gudnason
- Icelandic Heart Association
- Torben Hansen
- The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen
- Stefan Kääb
- Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University
- Jørgen K. Kanters
- Laboratory of Experimental Cardiology, University of Copenhagen
- Charles Kooperberg
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center
- Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories
- Henry J. Lin
- The Institute for Translational Genomics and Population Sciences and Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center
- Steven A. Lubitz
- Division of Genomic Outcomes, Department of Pediatrics, Harbor-UCLA Medical Center
- Dennis O. Mook-Kanamori
- Department of Clinical Epidemiology, Leiden University Medical Center
- Francesco J. Conti
- Dubowitz Neuromuscular Centre, Institute of Child Health, University College London
- Christopher H. Newton-Cheh
- Program in Medical and Population Genetics, Broad Institute of Harvard and MIT
- Jonathan Rosand
- Center for Human Genetic Research, Massachusetts General Hospital
- Igor Rudan
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh
- Nilesh J. Samani
- Department of Cardiovascular Sciences, University of Leicester, Cardiovascular Research Centre, Glenfield Hospital
- Gianfranco Sinagra
- Cardiovascular Department, Ospedali Riuniti and University of Trieste
- Blair H. Smith
- Division of Population Health Sciences, Ninewells Hospital and Medical School, University of Dundee
- Hilma Holm
- deCODE genetics/Amgen, Inc.
- Bruno H. Stricker
- Department of Epidemiology Erasmus MC - University Medical Center Rotterdam
- Sheila Ulivi
- Institute for Maternal and Child Health - IRCCS “Burlo Garofolo”
- Nona Sotoodehnia
- Division of Cardiology, Departments of Medicine and Epidemiology, University of Washington
- Suneel S. Apte
- Department of Biomedical Engineering, Cleveland Clinic Lerner Research Institute
- Pim van der Harst
- University Medical Center Groningen, University of Groningen
- Kari Stefansson
- deCODE genetics/Amgen, Inc.
- Patricia B. Munroe
- Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London
- Dan E. Arking
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine
- Cecilia W. Lo
- Department of Developmental Biology, University of Pittsburgh School of Medicine
- Yalda Jamshidi
- Genetics Research Centre, Molecular and Clinical Sciences Institute, St George’s University of London
- DOI
- https://doi.org/10.1186/s13059-018-1457-6
- Journal volume & issue
-
Vol. 19,
no. 1
pp. 1 – 17
Abstract
Abstract Background Genome-wide association studies conducted on QRS duration, an electrocardiographic measurement associated with heart failure and sudden cardiac death, have led to novel biological insights into cardiac function. However, the variants identified fall predominantly in non-coding regions and their underlying mechanisms remain unclear. Results Here, we identify putative functional coding variation associated with changes in the QRS interval duration by combining Illumina HumanExome BeadChip genotype data from 77,898 participants of European ancestry and 7695 of African descent in our discovery cohort, followed by replication in 111,874 individuals of European ancestry from the UK Biobank and deCODE cohorts. We identify ten novel loci, seven within coding regions, including ADAMTS6, significantly associated with QRS duration in gene-based analyses. ADAMTS6 encodes a secreted metalloprotease of currently unknown function. In vitro validation analysis shows that the QRS-associated variants lead to impaired ADAMTS6 secretion and loss-of function analysis in mice demonstrates a previously unappreciated role for ADAMTS6 in connexin 43 gap junction expression, which is essential for myocardial conduction. Conclusions Our approach identifies novel coding and non-coding variants underlying ventricular depolarization and provides a possible mechanism for the ADAMTS6-associated conduction changes.
Keywords