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Nolte IM, Munoz ML, Tragante V, Amare AT, Jansen R, Vaez A, von der Heyde B, Avery CL, Bis JC, Dierckx B, van Dongen J, Gogarten SM, Goyette P, Hernesniemi J, Huikari V, Hwang SJ, Jaju D, Kerr KF, Kluttig A, Krijthe BP, Kumar J, van der Laan SW, Lyytikäinen LP, Maihofer AX, Minassian A, van der Most PJ, Müller-Nurasyid M, Nivard M, Salvi E, Stewart JD, Thayer JF, Verweij N, Wong A, Zabaneh D, Zafarmand MH, Abdellaoui A, Albarwani S, Albert C, Alonso A, Ashar F, Auvinen J, Axelsson T, Baker DG, de Bakker PIW, Barcella M, Bayoumi R, Bieringa RJ, Boomsma D, Boucher G, Britton AR, Christophersen I, Dietrich A, Ehret GB, Ellinor PT, Eskola M, Felix JF, Floras JS, Franco OH, Friberg P, Gademan MGJ, Geyer MA, Giedraitis V, Hartman CA, Hemerich D, Hofman A, Hottenga JJ, Huikuri H, Hutri-Kähönen N, Jouven X, Junttila J, Juonala M, Kiviniemi AM, Kors JA, Kumari M, Kuznetsova T, Laurie CC, Lefrandt JD, Li Y, Li Y, Liao D, Limacher MC, Lin HJ, Lindgren CM, Lubitz SA, Mahajan A, McKnight B, zu Schwabedissen HM, Milaneschi Y, Mononen N, Morris AP, Nalls MA, Navis G, Neijts M, Nikus K, North KE, O'Connor DT, Ormel J, Perz S, Peters A, Psaty BM, et alNolte IM, Munoz ML, Tragante V, Amare AT, Jansen R, Vaez A, von der Heyde B, Avery CL, Bis JC, Dierckx B, van Dongen J, Gogarten SM, Goyette P, Hernesniemi J, Huikari V, Hwang SJ, Jaju D, Kerr KF, Kluttig A, Krijthe BP, Kumar J, van der Laan SW, Lyytikäinen LP, Maihofer AX, Minassian A, van der Most PJ, Müller-Nurasyid M, Nivard M, Salvi E, Stewart JD, Thayer JF, Verweij N, Wong A, Zabaneh D, Zafarmand MH, Abdellaoui A, Albarwani S, Albert C, Alonso A, Ashar F, Auvinen J, Axelsson T, Baker DG, de Bakker PIW, Barcella M, Bayoumi R, Bieringa RJ, Boomsma D, Boucher G, Britton AR, Christophersen I, Dietrich A, Ehret GB, Ellinor PT, Eskola M, Felix JF, Floras JS, Franco OH, Friberg P, Gademan MGJ, Geyer MA, Giedraitis V, Hartman CA, Hemerich D, Hofman A, Hottenga JJ, Huikuri H, Hutri-Kähönen N, Jouven X, Junttila J, Juonala M, Kiviniemi AM, Kors JA, Kumari M, Kuznetsova T, Laurie CC, Lefrandt JD, Li Y, Li Y, Liao D, Limacher MC, Lin HJ, Lindgren CM, Lubitz SA, Mahajan A, McKnight B, zu Schwabedissen HM, Milaneschi Y, Mononen N, Morris AP, Nalls MA, Navis G, Neijts M, Nikus K, North KE, O'Connor DT, Ormel J, Perz S, Peters A, Psaty BM, Raitakari OT, Risbrough VB, Sinner MF, Siscovick D, Smit JH, Smith NL, Soliman EZ, Sotoodehnia N, Staessen JA, Stein PK, Stilp AM, Stolarz-Skrzypek K, Strauch K, Sundström J, Swenne CA, Syvänen AC, Tardif JC, Taylor KD, Teumer A, Thornton TA, Tinker LE, Uitterlinden AG, van Setten J, Voss A, Waldenberger M, Wilhelmsen KC, Willemsen G, Wong Q, Zhang ZM, Zonderman AB, Cusi D, Evans MK, Greiser HK, van der Harst P, Hassan M, Ingelsson E, Järvelin MR, Kääb S, Kähönen M, Kivimaki M, Kooperberg C, Kuh D, Lehtimäki T, Lind L, Nievergelt CM, O'Donnell CJ, Oldehinkel AJ, Penninx B, Reiner AP, Riese H, van Roon AM, Rioux JD, Rotter JI, Sofer T, Stricker BH, Tiemeier H, Vrijkotte TGM, Asselbergs FW, Brundel BJJM, Heckbert SR, Whitsel EA, den Hoed M, Snieder H, de Geus EJC. Genetic loci associated with heart rate variability and their effects on cardiac disease risk. Nat Commun 2017; 8:15805. [PMID: 28613276 PMCID: PMC5474732 DOI: 10.1038/ncomms15805] [Show More Authors] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Accepted: 05/08/2017] [Indexed: 01/15/2023] Open
Abstract
Reduced cardiac vagal control reflected in low heart rate variability (HRV) is associated with greater risks for cardiac morbidity and mortality. In two-stage meta-analyses of genome-wide association studies for three HRV traits in up to 53,174 individuals of European ancestry, we detect 17 genome-wide significant SNPs in eight loci. HRV SNPs tag non-synonymous SNPs (in NDUFA11 and KIAA1755), expression quantitative trait loci (eQTLs) (influencing GNG11, RGS6 and NEO1), or are located in genes preferentially expressed in the sinoatrial node (GNG11, RGS6 and HCN4). Genetic risk scores account for 0.9 to 2.6% of the HRV variance. Significant genetic correlation is found for HRV with heart rate (-0.74
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Affiliation(s)
- Ilja M. Nolte
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - M. Loretto Munoz
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Vinicius Tragante
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584CX, The Netherlands
| | - Azmeraw T. Amare
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
- Department of Epidemiology, School of Medicine, University of Adelaide, Adelaide, South Australia 5005, Australia
- College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar 6000, Ethiopia
| | - Rick Jansen
- Department of Psychiatry, EMGO Institute for Health and Care Research and Neuroscience Campus Amsterdam, VU University Medical Center/GGZ inGeest, Amsterdam 1081 BT, The Netherlands
| | - Ahmad Vaez
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
- School of Medicine, Isfahan University of Medical Sciences, Isfahan 81746-73461, Iran
| | - Benedikt von der Heyde
- Department of Medical Sciences, Molecular Epidemiology, Uppsala University, Uppsala 75237, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala 75237, Sweden
| | - Christy L. Avery
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina 27599, USA
| | - Joshua C. Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington 98104, USA
| | - Bram Dierckx
- Department of Child and Adolescent Psychiatry/Psychology, Department of Child and Adolescent Psychiatry, PO Box 2060, Rotterdam 3000 CB, The Netherlands
- The Generation R Study Group, Erasmus MC, PO Box 2060, Rotterdam 3000 CB, The Netherlands
| | - Jenny van Dongen
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
| | - Stephanie M. Gogarten
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | | | - Jussi Hernesniemi
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere 33014, Finland
- Department of Cardiology, Heart Hospital, Tampere University Hospital, Tampere 33521, Finland
| | - Ville Huikari
- Center for Life Course Health Research, University of Oulu, Oulu 90014, Finland
| | - Shih-Jen Hwang
- Framingham Heart Study, Framingham, Massachusetts 01702, USA
- Population Sciences Branch, National Heart, Lung and Blood Institute, Bethesda, Maryland 20892, USA
| | - Deepali Jaju
- Department of Clinical Physiology, Sultan Qaboos University Hospital, Muscat—Al Khoudh 123, Sultanate of Oman
| | - Kathleen F. Kerr
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Alexander Kluttig
- Institute of Medical Epidemiology, Biostatistics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle (Saale) 06097, Germany
| | - Bouwe P. Krijthe
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
| | - Jitender Kumar
- Department of Medical Sciences, Molecular Epidemiology, Uppsala University, Uppsala 75237, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala 75237, Sweden
| | - Sander W. van der Laan
- Laboratory of Experimental Cardiology, Department of Heart and Lung, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584 CX, The Netherlands
| | - Leo-Pekka Lyytikäinen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Adam X. Maihofer
- Department of Psychiatry, University of California, San Diego, San Diego, California 92093, USA
- Center for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, San Diego, California 92161, USA
| | - Arpi Minassian
- Department of Psychiatry, University of California, San Diego, San Diego, California 92093, USA
- Center for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, San Diego, California 92161, USA
| | - Peter J. van der Most
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg 85764, Germany
- Department of Medicine, University Hospital Munich, Ludwig-Maximilians-University, Munich 80539, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich 80336, Germany
| | - Michel Nivard
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
| | - Erika Salvi
- Department of Health Sciences, University of Milano, Milano 20122, Italy
| | - James D. Stewart
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina 27599, USA
- Carolina Population Center, University of North Carolina, Chapel Hill, North Carolina 27599, USA
| | - Julian F. Thayer
- Department of Psychology, The Ohio State University, 1835 Neil Avenue, Columbus, Ohio 43210, USA
| | - Niek Verweij
- Department of Cardiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Andrew Wong
- MRC Unit for Lifelong Health and Ageing, University College London, 33 Bedford Place, London WC1B 5JU, UK
| | - Delilah Zabaneh
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park, London SE5 8AF, UK
- University College London Genetics Institute, University College London, London WC1E 6BT, UK
| | - Mohammad H. Zafarmand
- Department of Public Health, Academic Medical Center (AMC), University of Amsterdam, Amsterdam 1105 AZ, The Netherlands
- Department of Obstetrics and Gynaecology, Academic Medical Centre, University of Amsterdam, Amsterdam 1105 AZ, The Netherlands
| | - Abdel Abdellaoui
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
| | - Sulayma Albarwani
- Department of Physiology, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat Al-Khoudh 123, Sultanate of Oman
| | - Christine Albert
- Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, USA
| | - Foram Ashar
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
| | - Juha Auvinen
- Center for Life Course Health Research, University of Oulu, Oulu 90014, Finland
- Unit of Primary Health Care, Oulu University Hospital, Oulu 90220, Finland
| | - Tomas Axelsson
- Department of Medical Sciences, Molecular Medicine, Uppsala University, Uppsala 75237, Sweden
| | - Dewleen G. Baker
- Department of Psychiatry, University of California, San Diego, San Diego, California 92093, USA
- Center for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, San Diego, California 92161, USA
| | - Paul I. W. de Bakker
- Department of Genetics, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Matteo Barcella
- Department of Health Sciences, University of Milano, Milano 20122, Italy
| | - Riad Bayoumi
- College of Medicine, Mohammed Bin Rashid University, PO Box 505055, Dubai Healthcare City, United Arab Emirates
| | - Rob J. Bieringa
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Dorret Boomsma
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
| | | | - Annie R. Britton
- Department of Epidemiology and Public Health, University College London, London WC1E 6BT, UK
| | - Ingrid Christophersen
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
- Program in Medical and Population Genetics, The Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02114, USA
- Department of Medical Research, Bærum Hospital, Vestre Viken Hospital Trust, Rud 1346, Norway
| | - Andrea Dietrich
- Department of Child- and Adolescent Psychiatry, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - George B. Ehret
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
- Cardiology, Department of Specialties of Internal Medicine, Geneva University Hospital, Geneva 1211, Switzerland
| | - Patrick T. Ellinor
- Program in Medical and Population Genetics, The Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02114, USA
- Cardiac Arrhythmia Service & Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Markku Eskola
- Department of Cardiology, Heart Hospital, Tampere University Hospital, Tampere 33521, Finland
- Department of Cardiology, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Janine F. Felix
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
| | - John S. Floras
- University Health Network and Mount Sinai Hospital Division of Cardiology, Department of Medicine, University of Toronto, Ontario, Canada M5S
- Toronto General Research Institute, University Health Network, Toronto, Canada
| | - Oscar H. Franco
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
| | - Peter Friberg
- Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska University Hospital, University of Gothenburg, Gothenburg, Sweden
| | - Maaike G. J. Gademan
- Department of Public Health, Academic Medical Center (AMC), University of Amsterdam, Amsterdam 1105 AZ, The Netherlands
| | - Mark A. Geyer
- Department of Psychiatry, University of California, San Diego, San Diego, California 92093, USA
| | - Vilmantas Giedraitis
- Department of Public Health and Caring Sciences, Molecular Geriatrics, Uppsala University, Uppsala 75237, Sweden
| | - Catharina A. Hartman
- Interdisciplinary Center Psychopathology and Emotion regulation, Department of Psychiatry, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Daiane Hemerich
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584CX, The Netherlands
- CAPES Foundation, Ministry of Education of Brazil, Brasília DF 70040-020, Brazil
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
| | - Jouke-Jan Hottenga
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
| | - Heikki Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu 90220, Finland
| | - Nina Hutri-Kähönen
- Department of Pediatrics, Tampere University Hospital, Tampere 33521, Finland
- Department of Pediatrics, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Xavier Jouven
- INSERM U970, Paris Descartes University, Paris 75006, France
| | - Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu 90220, Finland
| | - Markus Juonala
- Department of Medicine, University of Turku, Turku 20520, Finland
- Division of Medicine, Turku University Hospital, Turku 20521, Finland
| | - Antti M. Kiviniemi
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu 90220, Finland
| | - Jan A. Kors
- Department of Medical Informatics, Erasmus Medical Center, Rotterdam 3015 CE, The Netherlands
| | - Meena Kumari
- Department of Epidemiology and Public Health, University College London, London WC1E 6BT, UK
- ISER, Essex University, Colchester, Essex CO4 3SQ, UK
| | - Tatiana Kuznetsova
- Studies Coordinating Centre, Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven 3000, Belgium
| | - Cathy C. Laurie
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Joop D. Lefrandt
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Yong Li
- Division of Genetic Epidemiology, Institute for Medical Biometry and Statistics, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg 79110, Germany
| | - Yun Li
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina 27599, USA
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599, USA
- Department of Computer Science, University of North Carolina, Chapel Hill, North Carolina 27599, USA
| | - Duanping Liao
- Division of Epidemiology, Department of Public Health Sciences, Penn State University College of Medicine, Hershey, Pennsylvania 17033, USA
| | - Marian C. Limacher
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, Florida 32611, USA
| | - Henry J. Lin
- Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90502, USA
- Division of Medical Genetics, Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, California 90502, USA
| | - Cecilia M. Lindgren
- Li Ka Shing Centre for Health Information and Discovery, The Big Data Institute, University of Oxford, Oxford OX3 7BN, UK
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Steven A. Lubitz
- Program in Medical and Population Genetics, The Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02114, USA
- Cardiac Arrhythmia Service & Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | - Anubha Mahajan
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
| | - Barbara McKnight
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington 98104, USA
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | | | - Yuri Milaneschi
- Department of Psychiatry, EMGO Institute for Health and Care Research and Neuroscience Campus Amsterdam, VU University Medical Center/GGZ inGeest, Amsterdam 1081 BT, The Netherlands
| | - Nina Mononen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Andrew P. Morris
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK
- Department of Biostatistics, University of Liverpool, Liverpool L69 3GL, UK
| | - Mike A. Nalls
- Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, Maryland 20892, USA
| | - Gerjan Navis
- Department of Internal Medicine, Division of Nephrology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Melanie Neijts
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
| | - Kjell Nikus
- Department of Cardiology, Heart Hospital, Tampere University Hospital, Tampere 33521, Finland
- Department of Cardiology, University of Tampere, School of Medicine, Tampere 33014, Finland
| | - Kari E. North
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina 27599, USA
- Carolina Center for Genome Sciences, University of North Carolina, Chapel Hill, North Carolina 27599, USA
| | - Daniel T. O'Connor
- Department of Medicine, University of California, San Diego, San Diego, California 92093, USA
| | - Johan Ormel
- Interdisciplinary Center Psychopathology and Emotion regulation, Department of Psychiatry, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Siegfried Perz
- Institute of Epidemiology II, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Annette Peters
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich 80336, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg 85764, Germany
- German Center for Diabetes Research, Neuherberg 85764, Germany
| | - Bruce M. Psaty
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington 98104, USA
- Departments of Epidemiology and Health Services, University of Washington, Seattle, Washington 98195, USA
- Group Health Research Institute, Group Health Cooperative, Seattle, Washington 98101, USA
| | - Olli T. Raitakari
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku 20521, Finland
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku 20520, Finland
| | - Victoria B. Risbrough
- Department of Psychiatry, University of California, San Diego, San Diego, California 92093, USA
- Center for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, San Diego, California 92161, USA
| | - Moritz F. Sinner
- Department of Medicine, University Hospital Munich, Ludwig-Maximilians-University, Munich 80539, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich 80336, Germany
| | - David Siscovick
- The New York Academy of Medicine, New York, New York 10029, USA
| | - Johannes H. Smit
- Department of Psychiatry, EMGO Institute for Health and Care Research and Neuroscience Campus Amsterdam, VU University Medical Center/GGZ inGeest, Amsterdam 1081 BT, The Netherlands
| | - Nicholas L. Smith
- Group Health Research Institute, Group Health Cooperative, Seattle, Washington 98101, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington 98195, USA
- Seattle Epidemiologic Research and Information Center, Veterans Affairs Office of Research and Development, Seattle, Washington 98108, USA
| | - Elsayed Z. Soliman
- Epidemiological Cardiology Research Center (EPICARE), Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157, USA
| | - Nona Sotoodehnia
- Cardiovascular Health Research Unit, Division of Cardiology, Departments of Medicine and Epidemiology, University of Washington, Seattle, Washington 98101, USA
| | - Jan A. Staessen
- Studies Coordinating Centre, Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven 3000, Belgium
| | - Phyllis K. Stein
- Heart Rate Variability Lab, Washington University School of Medicine, St Louis, Missouri 63108, USA
| | - Adrienne M. Stilp
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Katarzyna Stolarz-Skrzypek
- First Department of Cardiology, Interventional Electrocardiology and Hypertension, Jagiellonian University Medical College, Cracow 31-008, Poland
| | - Konstantin Strauch
- Institute of Genetic Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg 85764, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Genetic Epidemiology, Ludwig-Maximilians-Universität, Munich 81377, Germany
| | - Johan Sundström
- Department of Medical Sciences, Cardiovascular Epidemiology, Uppsala University, Uppsala 751 85, Sweden
| | - Cees A. Swenne
- Department of Cardiology, Leiden University Medical Center, Leiden 2300 RC, The Netherlands
| | - Ann-Christine Syvänen
- Department of Medical Sciences, Molecular Medicine, Uppsala University, Uppsala 75237, Sweden
| | - Jean-Claude Tardif
- Montreal Heart Institute, Montreal, Quebec, Canada H1T 1C8
- Université de Montréal, Montreal, Quebec, Canada H3T IJ4
| | - Kent D. Taylor
- Institute for Translational Genomics and Population Sciences, Departments of Pediatrics and Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90509, USA
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald 17475, Germany
| | - Timothy A. Thornton
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Lesley E. Tinker
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3015 CE, The Netherlands
- Netherlands Genomics Initiative (NGI)-sponsored Netherlands Consortium for Healthy Aging NCHA), Leiden 2300 RC, The Netherlands
| | - Jessica van Setten
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584CX, The Netherlands
| | - Andreas Voss
- Institute of Innovative Health Technologies—IGHT Jena Ernst-Abbe-Hochschule Jena, Jena 07745, Germany
| | - Melanie Waldenberger
- Institute of Epidemiology II, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg 85764, Germany
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München—German Research Center for Environmental Health, Neuherberg 85764, Germany
| | - Kirk C. Wilhelmsen
- Departments of Genetics and Neurology University of North Carolina, Chapel Hill, North Carolina 27599, USA
- The Renaissance Computing Institute, Chapel Hill, North Carolina 27599, USA
| | - Gonneke Willemsen
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
| | - Quenna Wong
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Zhu-Ming Zhang
- Epidemiological Cardiology Research Center (EPICARE), Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157, USA
- Department of Epidemiology & Prevention, Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157, USA
| | - Alan B. Zonderman
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland 21224, USA
| | - Daniele Cusi
- Institute of Biomedical Technologies, CNR—Italian National Research Council, Milan 20090, Italy
- KOS Genetic SRL, Bresso (Milano) 20091, Italy
| | - Michele K. Evans
- Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, Maryland 21224, USA
| | - Halina K. Greiser
- German Cancer Research Centre, Division of Cancer Epidemiology, Heidelberg 69210, Germany
| | - Pim van der Harst
- Department of Cardiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Mohammad Hassan
- Department of Physiology, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat Al-Khoudh 123, Sultanate of Oman
| | - Erik Ingelsson
- Department of Medical Sciences, Molecular Epidemiology, Uppsala University, Uppsala 75237, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala 75237, Sweden
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Marjo-Riitta Järvelin
- Center for Life Course Health Research, University of Oulu, Oulu 90014, Finland
- Unit of Primary Health Care, Oulu University Hospital, Oulu 90220, Finland
- Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, St Mary’s campus, Imperial College London, London W2 1PG, UK
- Biocenter Oulu University of Oulu, Oulu 90014, Finland
| | - Stefan Kääb
- Department of Medicine, University Hospital Munich, Ludwig-Maximilians-University, Munich 80539, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Munich Heart Alliance, Munich 80336, Germany
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital, Tampere 33521, Finland
- Department of Clinical Physiology, University of Tampere, School of Medicine, Tampere 33014, Finland
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London WC1E 6BT, UK
| | - Charles Kooperberg
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing, University College London, 33 Bedford Place, London WC1B 5JU, UK
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Lars Lind
- Department of Medical Sciences, Cardiovascular Epidemiology, Uppsala University, Uppsala 751 85, Sweden
| | - Caroline M. Nievergelt
- Department of Psychiatry, University of California, San Diego, San Diego, California 92093, USA
- Center for Stress and Mental Health (CESAMH), VA San Diego Healthcare System, San Diego, California 92161, USA
| | - Chris J. O'Donnell
- Framingham Heart Study, Framingham, Massachusetts 01702, USA
- Population Sciences Branch, National Heart, Lung and Blood Institute, Bethesda, Maryland 20892, USA
- Cardiology Section, Boston Veteran’s Administration Healthcare, Boston, Maryland 02132, USA
| | - Albertine J. Oldehinkel
- Interdisciplinary Center Psychopathology and Emotion regulation, Department of Psychiatry, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Brenda Penninx
- Department of Psychiatry, EMGO Institute for Health and Care Research and Neuroscience Campus Amsterdam, VU University Medical Center/GGZ inGeest, Amsterdam 1081 BT, The Netherlands
| | - Alexander P. Reiner
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Harriëtte Riese
- Interdisciplinary Center Psychopathology and Emotion regulation, Department of Psychiatry, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Arie M. van Roon
- Department of Internal Medicine, Division of Vascular Medicine, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - John D. Rioux
- Montreal Heart Institute, Montreal, Quebec, Canada H1T 1C8
- Université de Montréal, Montreal, Quebec, Canada H3T IJ4
| | - Jerome I. Rotter
- Institute for Translational Genomics and Population Sciences, Departments of Pediatrics and Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90509, USA
| | - Tamar Sofer
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Bruno H. Stricker
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
- Inspectorate for Health Care, The Hague 2511 VX, The Netherlands
| | - Henning Tiemeier
- Department of Child and Adolescent Psychiatry/Psychology, Department of Child and Adolescent Psychiatry, PO Box 2060, Rotterdam 3000 CB, The Netherlands
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, PO Box 2060, Rotterdam 3000 CB, The Netherlands
| | - Tanja G. M. Vrijkotte
- Department of Public Health, Academic Medical Center (AMC), University of Amsterdam, Amsterdam 1105 AZ, The Netherlands
| | - Folkert W. Asselbergs
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Heidelberglaan 100, Utrecht 3584CX, The Netherlands
- Institute of Cardiovascular Science, University College London, 222 Euston Road, London NW1 2DA, UK
- Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht 3501 DG, The Netherlands
| | - Bianca J. J. M. Brundel
- Department of Physiology, Institute for Cardiovascular Research, VU University Medical Center, De Boelelaan 1118, Amsterdam 1081 HV, The Netherlands
| | - Susan R. Heckbert
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington 98104, USA
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, Washington 98195, USA
| | - Eric A. Whitsel
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina 27599, USA
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina 27599, USA
| | - Marcel den Hoed
- Department of Medical Sciences, Molecular Epidemiology, Uppsala University, Uppsala 75237, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala 75237, Sweden
| | - Harold Snieder
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, PO Box 30001, Groningen 9700 RB, The Netherlands
| | - Eco J. C. de Geus
- Department of Biological Psychology, Behavioral and Movement Sciences, VU University, Amsterdam 1081 BT, The Netherlands
- EMGO+ Institute for Health and Care Research, VU University & VU University Medical Center, Amsterdam 1081 HV, The Netherlands
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