Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure

Heart failure is a complex syndrome that is associated with many different underlying risk factors. Here, to increase power, the authors jointly analyse cases of heart failure of different aetiologies in a genome-wide association study and identify 11 loci of which ten had not been previously report...

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Main Authors: Sonia Shah, Albert Henry, Carolina Roselli, Honghuang Lin, Garðar Sveinbjörnsson, Ghazaleh Fatemifar, Åsa K. Hedman, Jemma B. Wilk, Michael P. Morley, Mark D. Chaffin, Anna Helgadottir, Niek Verweij, Abbas Dehghan, Peter Almgren, Charlotte Andersson, Krishna G. Aragam, Johan Ärnlöv, Joshua D. Backman, Mary L. Biggs, Heather L. Bloom, Jeffrey Brandimarto, Michael R. Brown, Leonard Buckbinder, David J. Carey, Daniel I. Chasman, Xing Chen, Xu Chen, Jonathan Chung, William Chutkow, James P. Cook, Graciela E. Delgado, Spiros Denaxas, Alexander S. Doney, Marcus Dörr, Samuel C. Dudley, Michael E. Dunn, Gunnar Engström, Tõnu Esko, Stephan B. Felix, Chris Finan, Ian Ford, Mohsen Ghanbari, Sahar Ghasemi, Vilmantas Giedraitis, Franco Giulianini, John S. Gottdiener, Stefan Gross, Daníel F. Guðbjartsson, Rebecca Gutmann, Christopher M. Haggerty, Pim van der Harst, Craig L. Hyde, Erik Ingelsson, J. Wouter Jukema, Maryam Kavousi, Kay-Tee Khaw, Marcus E. Kleber, Lars Køber, Andrea Koekemoer, Claudia Langenberg, Lars Lind, Cecilia M. Lindgren, Barry London, Luca A. Lotta, Ruth C. Lovering, Jian’an Luan, Patrik Magnusson, Anubha Mahajan, Kenneth B. Margulies, Winfried März, Olle Melander, Ify R. Mordi, Thomas Morgan, Andrew D. Morris, Andrew P. Morris, Alanna C. Morrison, Michael W. Nagle, Christopher P. Nelson, Alexander Niessner, Teemu Niiranen, Michelle L. O’Donoghue, Anjali T. Owens, Colin N. A. Palmer, Helen M. Parry, Markus Perola, Eliana Portilla-Fernandez, Bruce M. Psaty, Regeneron Genetics Center, Kenneth M. Rice, Paul M. Ridker, Simon P. R. Romaine, Jerome I. Rotter, Perttu Salo, Veikko Salomaa, Jessica van Setten, Alaa A. Shalaby, Diane T. Smelser, Nicholas L. Smith, Steen Stender, David J. Stott, Per Svensson, Mari-Liis Tammesoo, Kent D. Taylor, Maris Teder-Laving, Alexander Teumer, Guðmundur Thorgeirsson, Unnur Thorsteinsdottir, Christian Torp-Pedersen, Stella Trompet, Benoit Tyl, Andre G. Uitterlinden, Abirami Veluchamy, Uwe Völker, Adriaan A. Voors, Xiaosong Wang, Nicholas J. Wareham, Dawn Waterworth, Peter E. Weeke, Raul Weiss, Kerri L. Wiggins, Heming Xing, Laura M. Yerges-Armstrong, Bing Yu, Faiez Zannad, Jing Hua Zhao, Harry Hemingway, Nilesh J. Samani, John J. V. McMurray, Jian Yang, Peter M. Visscher, Christopher Newton-Cheh, Anders Malarstig, Hilma Holm, Steven A. Lubitz, Naveed Sattar, Michael V. Holmes, Thomas P. Cappola, Folkert W. Asselbergs, Aroon D. Hingorani, Karoline Kuchenbaecker, Patrick T. Ellinor, Chim C. Lang, Kari Stefansson, J. Gustav Smith, Ramachandran S. Vasan, Daniel I. Swerdlow, R. Thomas Lumbers
Format: Article
Language:English
Published: Nature Portfolio 2020-01-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-019-13690-5
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author Sonia Shah
Albert Henry
Carolina Roselli
Honghuang Lin
Garðar Sveinbjörnsson
Ghazaleh Fatemifar
Åsa K. Hedman
Jemma B. Wilk
Michael P. Morley
Mark D. Chaffin
Anna Helgadottir
Niek Verweij
Abbas Dehghan
Peter Almgren
Charlotte Andersson
Krishna G. Aragam
Johan Ärnlöv
Joshua D. Backman
Mary L. Biggs
Heather L. Bloom
Jeffrey Brandimarto
Michael R. Brown
Leonard Buckbinder
David J. Carey
Daniel I. Chasman
Xing Chen
Xu Chen
Jonathan Chung
William Chutkow
James P. Cook
Graciela E. Delgado
Spiros Denaxas
Alexander S. Doney
Marcus Dörr
Samuel C. Dudley
Michael E. Dunn
Gunnar Engström
Tõnu Esko
Stephan B. Felix
Chris Finan
Ian Ford
Mohsen Ghanbari
Sahar Ghasemi
Vilmantas Giedraitis
Franco Giulianini
John S. Gottdiener
Stefan Gross
Daníel F. Guðbjartsson
Rebecca Gutmann
Christopher M. Haggerty
Pim van der Harst
Craig L. Hyde
Erik Ingelsson
J. Wouter Jukema
Maryam Kavousi
Kay-Tee Khaw
Marcus E. Kleber
Lars Køber
Andrea Koekemoer
Claudia Langenberg
Lars Lind
Cecilia M. Lindgren
Barry London
Luca A. Lotta
Ruth C. Lovering
Jian’an Luan
Patrik Magnusson
Anubha Mahajan
Kenneth B. Margulies
Winfried März
Olle Melander
Ify R. Mordi
Thomas Morgan
Andrew D. Morris
Andrew P. Morris
Alanna C. Morrison
Michael W. Nagle
Christopher P. Nelson
Alexander Niessner
Teemu Niiranen
Michelle L. O’Donoghue
Anjali T. Owens
Colin N. A. Palmer
Helen M. Parry
Markus Perola
Eliana Portilla-Fernandez
Bruce M. Psaty
Regeneron Genetics Center
Kenneth M. Rice
Paul M. Ridker
Simon P. R. Romaine
Jerome I. Rotter
Perttu Salo
Veikko Salomaa
Jessica van Setten
Alaa A. Shalaby
Diane T. Smelser
Nicholas L. Smith
Steen Stender
David J. Stott
Per Svensson
Mari-Liis Tammesoo
Kent D. Taylor
Maris Teder-Laving
Alexander Teumer
Guðmundur Thorgeirsson
Unnur Thorsteinsdottir
Christian Torp-Pedersen
Stella Trompet
Benoit Tyl
Andre G. Uitterlinden
Abirami Veluchamy
Uwe Völker
Adriaan A. Voors
Xiaosong Wang
Nicholas J. Wareham
Dawn Waterworth
Peter E. Weeke
Raul Weiss
Kerri L. Wiggins
Heming Xing
Laura M. Yerges-Armstrong
Bing Yu
Faiez Zannad
Jing Hua Zhao
Harry Hemingway
Nilesh J. Samani
John J. V. McMurray
Jian Yang
Peter M. Visscher
Christopher Newton-Cheh
Anders Malarstig
Hilma Holm
Steven A. Lubitz
Naveed Sattar
Michael V. Holmes
Thomas P. Cappola
Folkert W. Asselbergs
Aroon D. Hingorani
Karoline Kuchenbaecker
Patrick T. Ellinor
Chim C. Lang
Kari Stefansson
J. Gustav Smith
Ramachandran S. Vasan
Daniel I. Swerdlow
R. Thomas Lumbers
author_facet Sonia Shah
Albert Henry
Carolina Roselli
Honghuang Lin
Garðar Sveinbjörnsson
Ghazaleh Fatemifar
Åsa K. Hedman
Jemma B. Wilk
Michael P. Morley
Mark D. Chaffin
Anna Helgadottir
Niek Verweij
Abbas Dehghan
Peter Almgren
Charlotte Andersson
Krishna G. Aragam
Johan Ärnlöv
Joshua D. Backman
Mary L. Biggs
Heather L. Bloom
Jeffrey Brandimarto
Michael R. Brown
Leonard Buckbinder
David J. Carey
Daniel I. Chasman
Xing Chen
Xu Chen
Jonathan Chung
William Chutkow
James P. Cook
Graciela E. Delgado
Spiros Denaxas
Alexander S. Doney
Marcus Dörr
Samuel C. Dudley
Michael E. Dunn
Gunnar Engström
Tõnu Esko
Stephan B. Felix
Chris Finan
Ian Ford
Mohsen Ghanbari
Sahar Ghasemi
Vilmantas Giedraitis
Franco Giulianini
John S. Gottdiener
Stefan Gross
Daníel F. Guðbjartsson
Rebecca Gutmann
Christopher M. Haggerty
Pim van der Harst
Craig L. Hyde
Erik Ingelsson
J. Wouter Jukema
Maryam Kavousi
Kay-Tee Khaw
Marcus E. Kleber
Lars Køber
Andrea Koekemoer
Claudia Langenberg
Lars Lind
Cecilia M. Lindgren
Barry London
Luca A. Lotta
Ruth C. Lovering
Jian’an Luan
Patrik Magnusson
Anubha Mahajan
Kenneth B. Margulies
Winfried März
Olle Melander
Ify R. Mordi
Thomas Morgan
Andrew D. Morris
Andrew P. Morris
Alanna C. Morrison
Michael W. Nagle
Christopher P. Nelson
Alexander Niessner
Teemu Niiranen
Michelle L. O’Donoghue
Anjali T. Owens
Colin N. A. Palmer
Helen M. Parry
Markus Perola
Eliana Portilla-Fernandez
Bruce M. Psaty
Regeneron Genetics Center
Kenneth M. Rice
Paul M. Ridker
Simon P. R. Romaine
Jerome I. Rotter
Perttu Salo
Veikko Salomaa
Jessica van Setten
Alaa A. Shalaby
Diane T. Smelser
Nicholas L. Smith
Steen Stender
David J. Stott
Per Svensson
Mari-Liis Tammesoo
Kent D. Taylor
Maris Teder-Laving
Alexander Teumer
Guðmundur Thorgeirsson
Unnur Thorsteinsdottir
Christian Torp-Pedersen
Stella Trompet
Benoit Tyl
Andre G. Uitterlinden
Abirami Veluchamy
Uwe Völker
Adriaan A. Voors
Xiaosong Wang
Nicholas J. Wareham
Dawn Waterworth
Peter E. Weeke
Raul Weiss
Kerri L. Wiggins
Heming Xing
Laura M. Yerges-Armstrong
Bing Yu
Faiez Zannad
Jing Hua Zhao
Harry Hemingway
Nilesh J. Samani
John J. V. McMurray
Jian Yang
Peter M. Visscher
Christopher Newton-Cheh
Anders Malarstig
Hilma Holm
Steven A. Lubitz
Naveed Sattar
Michael V. Holmes
Thomas P. Cappola
Folkert W. Asselbergs
Aroon D. Hingorani
Karoline Kuchenbaecker
Patrick T. Ellinor
Chim C. Lang
Kari Stefansson
J. Gustav Smith
Ramachandran S. Vasan
Daniel I. Swerdlow
R. Thomas Lumbers
author_sort Sonia Shah
collection DOAJ
description Heart failure is a complex syndrome that is associated with many different underlying risk factors. Here, to increase power, the authors jointly analyse cases of heart failure of different aetiologies in a genome-wide association study and identify 11 loci of which ten had not been previously reported.
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spelling doaj.art-b5721b6147184dcfac6753b6e07e56dd2022-12-21T23:38:34ZengNature PortfolioNature Communications2041-17232020-01-0111111210.1038/s41467-019-13690-5Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failureSonia Shah0Albert Henry1Carolina Roselli2Honghuang Lin3Garðar Sveinbjörnsson4Ghazaleh Fatemifar5Åsa K. Hedman6Jemma B. Wilk7Michael P. Morley8Mark D. Chaffin9Anna Helgadottir10Niek Verweij11Abbas Dehghan12Peter Almgren13Charlotte Andersson14Krishna G. Aragam15Johan Ärnlöv16Joshua D. Backman17Mary L. Biggs18Heather L. Bloom19Jeffrey Brandimarto20Michael R. Brown21Leonard Buckbinder22David J. Carey23Daniel I. Chasman24Xing Chen25Xu Chen26Jonathan Chung27William Chutkow28James P. Cook29Graciela E. Delgado30Spiros Denaxas31Alexander S. Doney32Marcus Dörr33Samuel C. Dudley34Michael E. Dunn35Gunnar Engström36Tõnu Esko37Stephan B. Felix38Chris Finan39Ian Ford40Mohsen Ghanbari41Sahar Ghasemi42Vilmantas Giedraitis43Franco Giulianini44John S. Gottdiener45Stefan Gross46Daníel F. Guðbjartsson47Rebecca Gutmann48Christopher M. Haggerty49Pim van der Harst50Craig L. Hyde51Erik Ingelsson52J. Wouter Jukema53Maryam Kavousi54Kay-Tee Khaw55Marcus E. Kleber56Lars Køber57Andrea Koekemoer58Claudia Langenberg59Lars Lind60Cecilia M. Lindgren61Barry London62Luca A. Lotta63Ruth C. Lovering64Jian’an Luan65Patrik Magnusson66Anubha Mahajan67Kenneth B. Margulies68Winfried März69Olle Melander70Ify R. Mordi71Thomas Morgan72Andrew D. Morris73Andrew P. Morris74Alanna C. Morrison75Michael W. Nagle76Christopher P. Nelson77Alexander Niessner78Teemu Niiranen79Michelle L. O’Donoghue80Anjali T. Owens81Colin N. A. Palmer82Helen M. Parry83Markus Perola84Eliana Portilla-Fernandez85Bruce M. Psaty86Regeneron Genetics CenterKenneth M. Rice87Paul M. Ridker88Simon P. R. Romaine89Jerome I. Rotter90Perttu Salo91Veikko Salomaa92Jessica van Setten93Alaa A. Shalaby94Diane T. Smelser95Nicholas L. Smith96Steen Stender97David J. Stott98Per Svensson99Mari-Liis Tammesoo100Kent D. Taylor101Maris Teder-Laving102Alexander Teumer103Guðmundur Thorgeirsson104Unnur Thorsteinsdottir105Christian Torp-Pedersen106Stella Trompet107Benoit Tyl108Andre G. Uitterlinden109Abirami Veluchamy110Uwe Völker111Adriaan A. Voors112Xiaosong Wang113Nicholas J. Wareham114Dawn Waterworth115Peter E. Weeke116Raul Weiss117Kerri L. Wiggins118Heming Xing119Laura M. Yerges-Armstrong120Bing Yu121Faiez Zannad122Jing Hua Zhao123Harry Hemingway124Nilesh J. Samani125John J. V. McMurray126Jian Yang127Peter M. Visscher128Christopher Newton-Cheh129Anders Malarstig130Hilma Holm131Steven A. Lubitz132Naveed Sattar133Michael V. Holmes134Thomas P. Cappola135Folkert W. Asselbergs136Aroon D. Hingorani137Karoline Kuchenbaecker138Patrick T. Ellinor139Chim C. Lang140Kari Stefansson141J. Gustav Smith142Ramachandran S. Vasan143Daniel I. Swerdlow144R. Thomas Lumbers145Institute for Molecular Bioscience, The University of QueenslandInstitute of Cardiovascular Science, University College LondonProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvardSection of Computational Biomedicine, Department of Medicine, Boston University School of MedicinedeCODE genetics/Amgen Inc.British Heart Foundation Research Accelerator, University College LondonCardiovascular Medicine unit, Department of Medicine Solna, Karolinska InstitutePfizer Worldwide Research & DevelopmentPenn Cardiovascular Institute, Perelman School of Medicine, University of PennsylvaniaProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvarddeCODE genetics/Amgen Inc.Program in Medical and Population Genetics, The Broad Institute of MIT and HarvardDepartment of Epidemiology and Biostatistics, Imperial College London, St Mary’s CampusDepartment of Clinical Sciences, Lund UniversityNational Heart, Lung, and Blood Institute’s and Boston University’s Framingham Heart StudyProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvardDepartment of Neurobiology, Care Sciences and Society/ Section of Family Medicine and Primary Care, Karolinska InstitutetRegeneron Genetics CenterDepartment of Biostatistics, University of WashingtonDivision of Cardiology, Department of Medicine, Emory University Medical CenterPenn Cardiovascular Institute, Perelman School of Medicine, University of PennsylvaniaDepartment of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public HealthPfizer Worldwide Research & DevelopmentDepartment of Molecular and Functional Genomics, GeisingerDivision of Preventive Medicine, Brigham and Women’s HospitalPfizer Worldwide Research & DevelopmentDepartment of Medical Epidemiology and Biostatistics, Karolinska InstitutetRegeneron Genetics CenterNovartis Institutes for Biomedical ResearchDepartment of Biostatistics, University of LiverpoolVth Department of Medicine (Nephrology, Hypertensiology, Endocrinology, Diabetology, Rheumatology), Medical Faculty of Mannheim, University of HeidelbergBritish Heart Foundation Research Accelerator, University College LondonDivision of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical SchoolDepartment of Internal Medicine B, University Medicine GreifswaldCardiovascular Division, Department of Medicine, University of MinnesotaRegeneron Pharmaceuticals, Cardiovascular ResearchDepartment of Clinical Sciences, Lund UniversityProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvardDepartment of Internal Medicine B, University Medicine GreifswaldInstitute of Cardiovascular Science, University College LondonRobertson Center for Biostatistics, University of GlasgowDepartment of Epidemiology, Erasmus University Medical CenterDZHK (German Center for Cardiovascular Research), partner site GreifswaldDepartment of Public Health and Caring Sciences, Geriatrics, Uppsala UniversityDivision of Preventive Medicine, Brigham and Women’s HospitalDepartment of Medicine, Division of Cardiology, University of Maryland School of MedicineDepartment of Internal Medicine B, University Medicine GreifswalddeCODE genetics/Amgen Inc.Division of Cardiovascular Medicine, University of Iowa Carver College of MedicineDepartment of Molecular and Functional Genomics, GeisingerDepartment of Cardiology, University Medical Center Groningen, University of GroningenPfizer Worldwide Research & DevelopmentDepartment of Medicine, Division of Cardiovascular Medicine, Stanford University School of MedicineDepartment of Cardiology, Leiden University Medical CenterDepartment of Epidemiology, Erasmus University Medical CenterDepartment of Public Health and Primary Care, University of CambridgeVth Department of Medicine (Nephrology, Hypertensiology, Endocrinology, Diabetology, Rheumatology), Medical Faculty of Mannheim, University of HeidelbergDepartment of Cardiology, Copenhagen University Hospital RigshospitaletDepartment of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Glenfield HospitalMRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical MedicineDepartment of Medical Sciences, Uppsala UniversityProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvardDivision of Cardiovascular Medicine and Abboud Cardiovascular Research Center, University of IowaMRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical MedicineInstitute of Cardiovascular Science, University College LondonMRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical MedicineDepartment of Medical Epidemiology and Biostatistics, Karolinska InstitutetWellcome Trust Centre for Human Genetics, University of OxfordPenn Cardiovascular Institute, Perelman School of Medicine, University of PennsylvaniaDepartment of Biostatistics, University of LiverpoolDepartment of Internal Medicine, Clinical Sciences, Lund University and Skåne University HospitalDivision of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical SchoolNovartis Institutes for Biomedical ResearchUsher Institute of Population Health Sciences and Informatics, University of EdinburghDepartment of Biostatistics, University of LiverpoolDepartment of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public HealthPfizer Worldwide Research & DevelopmentDepartment of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Glenfield HospitalDepartment of Internal Medicine II, Division of Cardiology, Medical University of ViennaNational Institute for Health and WelfareTIMI Study Group, Cardiovascular Division, Brigham and Women’s HospitalPenn Cardiovascular Institute, Perelman School of Medicine, University of PennsylvaniaDivision of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical SchoolDivision of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical SchoolNational Institute for Health and WelfareDepartment of Epidemiology, Erasmus University Medical CenterDepartment of Medicine, Epidemiology, and Health Services, University of WashingtonDepartment of Biostatistics, University of WashingtonDivision of Preventive Medicine, Brigham and Women’s HospitalDepartment of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Glenfield HospitalThe Institute for Translational Genomics and Population Sciences, Departments of Pediatrics and Medicine, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical CenterNational Institute for Health and WelfareNational Institute for Health and WelfareDepartment of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, University of UtrechtDivision of Cardiology, Department of Medicine, University of Pittsburgh Medical Center and VA Pittsburgh HCSDepartment of Molecular and Functional Genomics, GeisingerKaiser Permanente Washington Health Research Institute, Kaiser Permanente WashingtonDepartment of Clinical Biochemistry, Copenhagen University Hospital, Herlev and GentofteInstitute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of GlasgowDepartment of Clinical Science and Education, Södersjukhuset, Karolinska InstitutetEstonian Genome Center, Institute of Genomics, University of TartuInstitute for Translational Genomics and Population Sciences, LABiomed and Departments of Pediatrics at Harbor-UCLA Medical CenterEstonian Genome Center, Institute of Genomics, University of TartuDZHK (German Center for Cardiovascular Research), partner site GreifswalddeCODE genetics/Amgen Inc.deCODE genetics/Amgen Inc.Department of Epidemiology and Biostatistics, Aalborg University HospitalDepartment of Cardiology, Leiden University Medical CenterTranslational and Clinical Research, Servier Cardiovascular Center for Therapeutic Innovation, 50 rue CarnotDepartment of Epidemiology, Erasmus University Medical CenterDivision of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical SchoolDZHK (German Center for Cardiovascular Research), partner site GreifswaldSection of Computational Biomedicine, Department of Medicine, Boston University School of MedicineNovartis Institutes for Biomedical ResearchMRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical MedicineHuman Genetics, GlaxoSmithKlineDepartment of Cardiology, Copenhagen University Hospital RigshospitaletDivision of Cardiovascular Medicine, Department of Internal Medicine, The Ohio State University Medical CenterDepartment of Medicine, University of WashingtonNovartis Institutes for Biomedical ResearchHuman Genetics, GlaxoSmithKlineDepartment of Epidemiology, Human Genetics, and Environmental Sciences, The University of Texas School of Public HealthUniversité de Lorraine, CHU de Nancy, Inserm and INI-CRCT (F-CRIN), Institut Lorrain du Coeur et des VaisseauxMRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical MedicineBritish Heart Foundation Research Accelerator, University College LondonDepartment of Cardiovascular Sciences, University of Leicester and NIHR Leicester Biomedical Research Centre, Glenfield HospitalBHF Cardiovascular Research Centre, University of GlasgowInstitute for Molecular Bioscience, The University of QueenslandInstitute for Molecular Bioscience, The University of QueenslandProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvardCardiovascular Medicine unit, Department of Medicine Solna, Karolinska InstitutedeCODE genetics/Amgen Inc.Program in Medical and Population Genetics, The Broad Institute of MIT and HarvardBHF Cardiovascular Research Centre, University of GlasgowMedical Research Council Population Health Research Unit at the University of OxfordPenn Cardiovascular Institute, Perelman School of Medicine, University of PennsylvaniaInstitute of Cardiovascular Science, University College LondonInstitute of Cardiovascular Science, University College LondonDivision of Psychiatry, University College of LondonProgram in Medical and Population Genetics, The Broad Institute of MIT and HarvardDivision of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical SchooldeCODE genetics/Amgen Inc.Program in Medical and Population Genetics, The Broad Institute of MIT and HarvardNational Heart, Lung, and Blood Institute’s and Boston University’s Framingham Heart StudyInstitute of Cardiovascular Science, University College LondonBritish Heart Foundation Research Accelerator, University College LondonHeart failure is a complex syndrome that is associated with many different underlying risk factors. Here, to increase power, the authors jointly analyse cases of heart failure of different aetiologies in a genome-wide association study and identify 11 loci of which ten had not been previously reported.https://doi.org/10.1038/s41467-019-13690-5
spellingShingle Sonia Shah
Albert Henry
Carolina Roselli
Honghuang Lin
Garðar Sveinbjörnsson
Ghazaleh Fatemifar
Åsa K. Hedman
Jemma B. Wilk
Michael P. Morley
Mark D. Chaffin
Anna Helgadottir
Niek Verweij
Abbas Dehghan
Peter Almgren
Charlotte Andersson
Krishna G. Aragam
Johan Ärnlöv
Joshua D. Backman
Mary L. Biggs
Heather L. Bloom
Jeffrey Brandimarto
Michael R. Brown
Leonard Buckbinder
David J. Carey
Daniel I. Chasman
Xing Chen
Xu Chen
Jonathan Chung
William Chutkow
James P. Cook
Graciela E. Delgado
Spiros Denaxas
Alexander S. Doney
Marcus Dörr
Samuel C. Dudley
Michael E. Dunn
Gunnar Engström
Tõnu Esko
Stephan B. Felix
Chris Finan
Ian Ford
Mohsen Ghanbari
Sahar Ghasemi
Vilmantas Giedraitis
Franco Giulianini
John S. Gottdiener
Stefan Gross
Daníel F. Guðbjartsson
Rebecca Gutmann
Christopher M. Haggerty
Pim van der Harst
Craig L. Hyde
Erik Ingelsson
J. Wouter Jukema
Maryam Kavousi
Kay-Tee Khaw
Marcus E. Kleber
Lars Køber
Andrea Koekemoer
Claudia Langenberg
Lars Lind
Cecilia M. Lindgren
Barry London
Luca A. Lotta
Ruth C. Lovering
Jian’an Luan
Patrik Magnusson
Anubha Mahajan
Kenneth B. Margulies
Winfried März
Olle Melander
Ify R. Mordi
Thomas Morgan
Andrew D. Morris
Andrew P. Morris
Alanna C. Morrison
Michael W. Nagle
Christopher P. Nelson
Alexander Niessner
Teemu Niiranen
Michelle L. O’Donoghue
Anjali T. Owens
Colin N. A. Palmer
Helen M. Parry
Markus Perola
Eliana Portilla-Fernandez
Bruce M. Psaty
Regeneron Genetics Center
Kenneth M. Rice
Paul M. Ridker
Simon P. R. Romaine
Jerome I. Rotter
Perttu Salo
Veikko Salomaa
Jessica van Setten
Alaa A. Shalaby
Diane T. Smelser
Nicholas L. Smith
Steen Stender
David J. Stott
Per Svensson
Mari-Liis Tammesoo
Kent D. Taylor
Maris Teder-Laving
Alexander Teumer
Guðmundur Thorgeirsson
Unnur Thorsteinsdottir
Christian Torp-Pedersen
Stella Trompet
Benoit Tyl
Andre G. Uitterlinden
Abirami Veluchamy
Uwe Völker
Adriaan A. Voors
Xiaosong Wang
Nicholas J. Wareham
Dawn Waterworth
Peter E. Weeke
Raul Weiss
Kerri L. Wiggins
Heming Xing
Laura M. Yerges-Armstrong
Bing Yu
Faiez Zannad
Jing Hua Zhao
Harry Hemingway
Nilesh J. Samani
John J. V. McMurray
Jian Yang
Peter M. Visscher
Christopher Newton-Cheh
Anders Malarstig
Hilma Holm
Steven A. Lubitz
Naveed Sattar
Michael V. Holmes
Thomas P. Cappola
Folkert W. Asselbergs
Aroon D. Hingorani
Karoline Kuchenbaecker
Patrick T. Ellinor
Chim C. Lang
Kari Stefansson
J. Gustav Smith
Ramachandran S. Vasan
Daniel I. Swerdlow
R. Thomas Lumbers
Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure
Nature Communications
title Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure
title_full Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure
title_fullStr Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure
title_full_unstemmed Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure
title_short Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure
title_sort genome wide association and mendelian randomisation analysis provide insights into the pathogenesis of heart failure
url https://doi.org/10.1038/s41467-019-13690-5
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AT alberthenry genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT carolinaroselli genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT honghuanglin genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT garðarsveinbjornsson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ghazalehfatemifar genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT asakhedman genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jemmabwilk genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT michaelpmorley genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT markdchaffin genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT annahelgadottir genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT niekverweij genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT abbasdehghan genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT peteralmgren genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT charlotteandersson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT krishnagaragam genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT johanarnlov genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT joshuadbackman genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT marylbiggs genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT heatherlbloom genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jeffreybrandimarto genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT michaelrbrown genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT leonardbuckbinder genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT davidjcarey genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT danielichasman genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT xingchen genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT xuchen genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jonathanchung genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT williamchutkow genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jamespcook genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT gracielaedelgado genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT spirosdenaxas genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT alexandersdoney genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT marcusdorr genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT samuelcdudley genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT michaeledunn genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT gunnarengstrom genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT tonuesko genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT stephanbfelix genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT chrisfinan genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ianford genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT mohsenghanbari genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT saharghasemi genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT vilmantasgiedraitis genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT francogiulianini genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT johnsgottdiener genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT stefangross genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT danielfguðbjartsson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT rebeccagutmann genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT christophermhaggerty genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT pimvanderharst genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT craiglhyde genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT erikingelsson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jwouterjukema genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT maryamkavousi genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT kayteekhaw genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT marcusekleber genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT larskøber genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT andreakoekemoer genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT claudialangenberg genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT larslind genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ceciliamlindgren genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT barrylondon genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT lucaalotta genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ruthclovering genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jiananluan genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT patrikmagnusson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT anubhamahajan genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT kennethbmargulies genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT winfriedmarz genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ollemelander genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ifyrmordi genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT thomasmorgan genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT andrewdmorris genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT andrewpmorris genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT alannacmorrison genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT michaelwnagle genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT christopherpnelson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT alexanderniessner genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT teemuniiranen genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT michellelodonoghue genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT anjalitowens genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT colinnapalmer genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT helenmparry genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT markusperola genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT elianaportillafernandez genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT brucempsaty genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT regenerongeneticscenter genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT kennethmrice genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT paulmridker genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT simonprromaine genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jeromeirotter genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT perttusalo genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT veikkosalomaa genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jessicavansetten genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT alaaashalaby genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT dianetsmelser genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT nicholaslsmith genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT steenstender genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT davidjstott genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT persvensson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT mariliistammesoo genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT kentdtaylor genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT maristederlaving genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT alexanderteumer genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT guðmundurthorgeirsson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT unnurthorsteinsdottir genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT christiantorppedersen genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT stellatrompet genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT benoittyl genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT andreguitterlinden genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT abiramiveluchamy genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT uwevolker genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT adriaanavoors genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT xiaosongwang genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT nicholasjwareham genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT dawnwaterworth genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT petereweeke genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT raulweiss genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT kerrilwiggins genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT hemingxing genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT lauramyergesarmstrong genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT bingyu genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT faiezzannad genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jinghuazhao genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT harryhemingway genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT nileshjsamani genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT johnjvmcmurray genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jianyang genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT petermvisscher genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT christophernewtoncheh genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT andersmalarstig genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT hilmaholm genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT stevenalubitz genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT naveedsattar genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT michaelvholmes genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT thomaspcappola genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT folkertwasselbergs genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT aroondhingorani genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT karolinekuchenbaecker genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT patricktellinor genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT chimclang genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT karistefansson genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT jgustavsmith genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT ramachandransvasan genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT danieliswerdlow genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure
AT rthomaslumbers genomewideassociationandmendelianrandomisationanalysisprovideinsightsintothepathogenesisofheartfailure