A catalog of genetic loci associated with kidney function from analyses of a million individuals View Full Text


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2019-05-31

AUTHORS

Matthias Wuttke, Yong Li, Man Li, Karsten B. Sieber, Mary F. Feitosa, Mathias Gorski, Adrienne Tin, Lihua Wang, Audrey Y. Chu, Anselm Hoppmann, Holger Kirsten, Ayush Giri, Jin-Fang Chai, Gardar Sveinbjornsson, Bamidele O. Tayo, Teresa Nutile, Christian Fuchsberger, Jonathan Marten, Massimiliano Cocca, Sahar Ghasemi, Yizhe Xu, Katrin Horn, Damia Noce, Peter J. van der Most, Sanaz Sedaghat, Zhi Yu, Masato Akiyama, Saima Afaq, Tarunveer S. Ahluwalia, Peter Almgren, Najaf Amin, Johan Ärnlöv, Stephan J. L. Bakker, Nisha Bansal, Daniela Baptista, Sven Bergmann, Mary L. Biggs, Ginevra Biino, Michael Boehnke, Eric Boerwinkle, Mathilde Boissel, Erwin P. Bottinger, Thibaud S. Boutin, Hermann Brenner, Marco Brumat, Ralph Burkhardt, Adam S. Butterworth, Eric Campana, Archie Campbell, Harry Campbell, Mickaël Canouil, Robert J. Carroll, Eulalia Catamo, John C. Chambers, Miao-Ling Chee, Miao-Li Chee, Xu Chen, Ching-Yu Cheng, Yurong Cheng, Kaare Christensen, Renata Cifkova, Marina Ciullo, Maria Pina Concas, James P. Cook, Josef Coresh, Tanguy Corre, Cinzia Felicita Sala, Daniele Cusi, John Danesh, E. Warwick Daw, Martin H. de Borst, Alessandro De Grandi, Renée de Mutsert, Aiko P. J. de Vries, Frauke Degenhardt, Graciela Delgado, Ayse Demirkan, Emanuele Di Angelantonio, Katalin Dittrich, Jasmin Divers, Rajkumar Dorajoo, Kai-Uwe Eckardt, Georg Ehret, Paul Elliott, Karlhans Endlich, Michele K. Evans, Janine F. Felix, Valencia Hui Xian Foo, Oscar H. Franco, Andre Franke, Barry I. Freedman, Sandra Freitag-Wolf, Yechiel Friedlander, Philippe Froguel, Ron T. Gansevoort, He Gao, Paolo Gasparini, J. Michael Gaziano, Vilmantas Giedraitis, Christian Gieger, Giorgia Girotto, Franco Giulianini, Martin Gögele, Scott D. Gordon, Daniel F. Gudbjartsson, Vilmundur Gudnason, Toomas Haller, Pavel Hamet, Tamara B. Harris, Catharina A. Hartman, Caroline Hayward, Jacklyn N. Hellwege, Chew-Kiat Heng, Andrew A. Hicks, Edith Hofer, Wei Huang, Nina Hutri-Kähönen, Shih-Jen Hwang, M. Arfan Ikram, Olafur S. Indridason, Erik Ingelsson, Marcus Ising, Vincent W. V. Jaddoe, Johanna Jakobsdottir, Jost B. Jonas, Peter K. Joshi, Navya Shilpa Josyula, Bettina Jung, Mika Kähönen, Yoichiro Kamatani, Candace M. Kammerer, Masahiro Kanai, Mika Kastarinen, Shona M. Kerr, Chiea-Chuen Khor, Wieland Kiess, Marcus E. Kleber, Wolfgang Koenig, Jaspal S. Kooner, Antje Körner, Peter Kovacs, Aldi T. Kraja, Alena Krajcoviechova, Holly Kramer, Bernhard K. Krämer, Florian Kronenberg, Michiaki Kubo, Brigitte Kühnel, Mikko Kuokkanen, Johanna Kuusisto, Martina La Bianca, Markku Laakso, Leslie A. Lange, Carl D. Langefeld, Jeannette Jen-Mai Lee, Benjamin Lehne, Terho Lehtimäki, Wolfgang Lieb, Su-Chi Lim, Lars Lind, Cecilia M. Lindgren, Jun Liu, Jianjun Liu, Markus Loeffler, Ruth J. F. Loos, Susanne Lucae, Mary Ann Lukas, Leo-Pekka Lyytikäinen, Reedik Mägi, Patrik K. E. Magnusson, Anubha Mahajan, Nicholas G. Martin, Jade Martins, Winfried März, Deborah Mascalzoni, Koichi Matsuda, Christa Meisinger, Thomas Meitinger, Olle Melander, Andres Metspalu, Evgenia K. Mikaelsdottir, Yuri Milaneschi, Kozeta Miliku, Pashupati P. Mishra, Karen L. Mohlke, Nina Mononen, Grant W. Montgomery, Dennis O. Mook-Kanamori, Josyf C. Mychaleckyj, Girish N. Nadkarni, Mike A. Nalls, Matthias Nauck, Kjell Nikus, Boting Ning, Ilja M. Nolte, Raymond Noordam, Jeffrey O’Connell, Michelle L. O’Donoghue, Isleifur Olafsson, Albertine J. Oldehinkel, Marju Orho-Melander, Willem H. Ouwehand, Sandosh Padmanabhan, Nicholette D. Palmer, Runolfur Palsson, Brenda W. J. H. Penninx, Thomas Perls, Markus Perola, Mario Pirastu, Nicola Pirastu, Giorgio Pistis, Anna I. Podgornaia, Ozren Polasek, Belen Ponte, David J. Porteous, Tanja Poulain, Peter P. Pramstaller, Michael H. Preuss, Bram P. Prins, Michael A. Province, Ton J. Rabelink, Laura M. Raffield, Olli T. Raitakari, Dermot F. Reilly, Rainer Rettig, Myriam Rheinberger, Kenneth M. Rice, Paul M. Ridker, Fernando Rivadeneira, Federica Rizzi, David J. Roberts, Antonietta Robino, Peter Rossing, Igor Rudan, Rico Rueedi, Daniela Ruggiero, Kathleen A. Ryan, Yasaman Saba, Charumathi Sabanayagam, Veikko Salomaa, Erika Salvi, Kai-Uwe Saum, Helena Schmidt, Reinhold Schmidt, Ben Schöttker, Christina-Alexandra Schulz, Nicole Schupf, Christian M. Shaffer, Yuan Shi, Albert V. Smith, Blair H. Smith, Nicole Soranzo, Cassandra N. Spracklen, Konstantin Strauch, Heather M. Stringham, Michael Stumvoll, Per O. Svensson, Silke Szymczak, E-Shyong Tai, Salman M. Tajuddin, Nicholas Y. Q. Tan, Kent D. Taylor, Andrej Teren, Yih-Chung Tham, Joachim Thiery, Chris H. L. Thio, Hauke Thomsen, Gudmar Thorleifsson, Daniela Toniolo, Anke Tönjes, Johanne Tremblay, Ioanna Tzoulaki, André G. Uitterlinden, Simona Vaccargiu, Rob M. van Dam, Pim van der Harst, Cornelia M. van Duijn, Digna R. Velez Edward, Niek Verweij, Suzanne Vogelezang, Uwe Völker, Peter Vollenweider, Gerard Waeber, Melanie Waldenberger, Lars Wallentin, Ya Xing Wang, Chaolong Wang, Dawn M. Waterworth, Wen Bin Wei, Harvey White, John B. Whitfield, Sarah H. Wild, James F. Wilson, Mary K. Wojczynski, Charlene Wong, Tien-Yin Wong, Liang Xu, Qiong Yang, Masayuki Yasuda, Laura M. Yerges-Armstrong, Weihua Zhang, Alan B. Zonderman, Jerome I. Rotter, Murielle Bochud, Bruce M. Psaty, Veronique Vitart, James G. Wilson, Abbas Dehghan, Afshin Parsa, Daniel I. Chasman, Kevin Ho, Andrew P. Morris, Olivier Devuyst, Shreeram Akilesh, Sarah A. Pendergrass, Xueling Sim, Carsten A. Böger, Yukinori Okada, Todd L. Edwards, Harold Snieder, Kari Stefansson, Adriana M. Hung, Iris M. Heid, Markus Scholz, Alexander Teumer, Anna Köttgen, Cristian Pattaro

ABSTRACT

Chronic kidney disease (CKD) is responsible for a public health burden with multi-systemic complications. Through trans-ancestry meta-analysis of genome-wide association studies of estimated glomerular filtration rate (eGFR) and independent replication (n = 1,046,070), we identified 264 associated loci (166 new). Of these, 147 were likely to be relevant for kidney function on the basis of associations with the alternative kidney function marker blood urea nitrogen (n = 416,178). Pathway and enrichment analyses, including mouse models with renal phenotypes, support the kidney as the main target organ. A genetic risk score for lower eGFR was associated with clinically diagnosed CKD in 452,264 independent individuals. Colocalization analyses of associations with eGFR among 783,978 European-ancestry individuals and gene expression across 46 human tissues, including tubulo-interstitial and glomerular kidney compartments, identified 17 genes differentially expressed in kidney. Fine-mapping highlighted missense driver variants in 11 genes and kidney-specific regulatory variants. These results provide a comprehensive priority list of molecular targets for translational research. More... »

PAGES

957-972

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  • Journal

    TITLE

    Nature Genetics

    ISSUE

    6

    VOLUME

    51

    Author Affiliations

  • Renal Division, Department of Medicine IV, Faculty of Medicine and Medical Center–University of Freiburg, Freiburg, Germany
  • Institute of Genetic Epidemiology, Department of Biometry, Epidemiology and Medical Bioinformatics, Faculty of Medicine and Medical Center–University of Freiburg, Freiburg, Germany
  • Division of Nephrology and Hypertension, Department of Medicine, University of Utah, Salt Lake City, USA
  • Target Sciences–Genetics, GlaxoSmithKline, Collegeville, PA, USA
  • Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
  • Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany
  • Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
  • Genetics, Merck & Co., Inc, Kenilworth, NJ, USA
  • LIFE Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
  • Biomedical Laboratory Research and Development, Tennessee Valley Healthcare System (626)/Vanderbilt University, Nashville, TN, USA
  • Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
  • deCODE Genetics/Amgen, Inc., Reykjavik, Iceland
  • Department of Public Health Sciences, Loyola University Chicago, Maywood, IL, USA
  • Institute of Genetics and Biophysics ‘Adriano Buzzati-Traverso’–CNR, Naples, Italy
  • Eurac Research, Institute for Biomedicine (affiliated with the University of Lübeck), Bolzano, Italy
  • Medical Research Council Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
  • Institute for Maternal and Child Health, IRCCS ‘Burlo Garofolo’, Trieste, Italy
  • DZHK (German Center for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
  • Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
  • Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
  • Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
  • Department of Ophthalmology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
  • Institute of Public Health & Social Sciences, Khyber Medical University, Peshawar, Pakistan
  • Steno Diabetes Center Copenhagen, Gentofte, Denmark
  • Diabetes and Cardiovascular Disease–Genetic Epidemiology, Department of Clincial Sciences in Malmö, Lund University, Malmö, Sweden
  • School of Health and Social Studies, Dalarna University, Stockholm, Sweden
  • Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
  • Kidney Research Institute, University of Washington, Seattle, WA, USA
  • Cardiology, Geneva University Hospitals, Geneva, Switzerland
  • Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa
  • Department of Biostatistics, University of Washington, Seattle, WA, USA
  • Institute of Molecular Genetics, National Research Council of Italy, Pavia, Italy
  • Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
  • Human Genetics Center, University of Texas Health Science Center, Houston, TX, USA
  • CNRS UMR 8199, European Genomic Institute for Diabetes (EGID), Institut Pasteur de Lille, University of Lille, Lille, France
  • Digital Health Center, Hasso Plattner Institute and University of Potsdam, Potsdam, Germany
  • Network Aging Research, University of Heidelberg, Heidelberg, Germany
  • Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
  • Institute of Clinical Chemistry and Laboratory Medicine, University Hospital Regensburg, Regensburg, Germany
  • National Institute for Health Research Blood and Transplant Research Unit in Donor Health and Genomics, University of Cambridge, Cambridge, UK
  • Center for Genomic and Experimental Medicine, Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
  • Center for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
  • Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
  • MRC–PHE Center for Environment and Health, School of Public Health, Imperial College London, London, UK
  • Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore
  • Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
  • Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
  • Unit of Epidemiology, Biostatistics and Biodemography, Department of Public Health, Southern Denmark University, Odense, Denmark
  • Department of Medicine II, Charles University in Prague, First Faculty of Medicine, Prague, Czech Republic
  • IRCCS Neuromed, Pozzilli, Italy
  • Department of Biostatistics, University of Liverpool, Liverpool, UK
  • Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
  • Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
  • San Raffaele Research Institute, Milan, Italy
  • Bio4Dreams–Business Nursery for Life Sciences, Milan, Italy
  • Department of Public Health and Primary Care, School of Clinical Medicine, University of Cambridge, Cambridge, UK
  • Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
  • Section of Nephrology, Department of Internal Medicine, Leiden University Medical Center, Leiden, the Netherlands
  • Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
  • Department of Medicine (Nephrology, Hypertensiology, Rheumatology, Endocrinology, Diabetology), Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
  • NHS Blood and Transplant, Cambridge, UK
  • Center for Pediatric Research, University of Leipzig, Leipzig, Germany
  • Public Health Sciences–Biostatistics, Wake Forest School of Medicine, Winston-Salem, NC, USA
  • Genome Institute of Singapore, Agency for Science Technology and Research, Singapore, Singapore
  • Department of Nephrology and Hypertension, Friedrich Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
  • Health Data Research UK–London, London, UK
  • Department of Anatomy and Cell Biology, University Medicine Greifswald, Greifswald, Germany
  • Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program, US National Institutes of Health, Baltimore, MD, USA
  • Department of Pediatrics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
  • Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
  • Section on Nephrology, Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
  • Institute of Medical Informatics and Statistics, Kiel University, University Hospital Schleswig-Holstein, Kiel, Germany
  • School of Public Health and Community Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
  • Department of Genomics of Common Disease, Imperial College London, London, UK
  • Department of Epidemiology and Biostatistics, MRC-PHE Center for Environment and Health, School of Public Health, Imperial College London, London, UK
  • Massachusetts Veterans Epidemiology Research and Information Center, VA Cooperative Studies Program, VA Boston Healthcare System, Boston, MA, USA
  • Molecular Geriatrics, Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
  • German Center for Diabetes Research (DZD), Neuherberg, Germany
  • Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA, USA
  • QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
  • Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
  • Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
  • Medpharmgene, Montreal, Quebec, Canada
  • Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Intramural Research Program, US National Institutes of Health, Bethesda, MD, USA
  • Interdisciplinary Center of Psychopathology and Emotion Regulation (ICPE), University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
  • Department of Veteran’s Affairs, Tennessee Valley Healthcare System (626)/Vanderbilt University, Nashville, TN, USA
  • Khoo Teck Puat–National University Children’s Medical Institute, National University Health System, Singapore, Singapore
  • Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
  • Shanghai Industrial Technology Institute, Shanghai, China
  • Department of Pediatrics, Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
  • The Center for Population Studies, NHLBI, Framingham, MA, USA
  • Division of Nephrology, Internal Medicine Services, Landspitali–The National University Hospital of Iceland, Reykjavik, Iceland
  • Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
  • Max Planck Institute of Psychiatry, Munich, Germany
  • The Center of Public Health Sciences, University of Iceland, Reykjavík, Iceland
  • Beijing Institute of Ophthalmology, Beijing Key Laboratory of Ophthalmology and Visual Sciences, Beijing Tongren Hospital, Capital Medical University, Beijing, China
  • Geisinger Research, Biomedical and Translational Informatics Institute, Rockville, MD, USA
  • Department of Nephrology, University Hospital Regensburg, Regensburg, Germany
  • Department of Clinical Physiology, Finnish Cardiovascular Research Center–Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
  • Kyoto-McGill International Collaborative School in Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
  • Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
  • Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
  • Department of Medicine, Kuopio University Hospital, Kuopio, Finland
  • Institute of Epidemiology and Biostatistics, University of Ulm, Ulm, Germany
  • National Heart and Lung Institute, Imperial College London, London, UK
  • Integrated Research and Treatment Center Adiposity Diseases, University of Leipzig, Leipzig, Germany
  • Division of Nephrology and Hypertension, Loyola University Chicago, Chicago, IL, USA
  • Division of Genetic Epidemiology, Department of Medical Genetics, Molecular and Clinical Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
  • RIKEN Center for Integrative Medical Sciences (IMS), Yokohama (Kanagawa), Japan
  • Research Unit of Molecular Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
  • Diabetes and Obesity Research Program, University of Helsinki, Helsinki, Finland
  • Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio, Finland
  • Division of Biomedical Informatics and Personalized Medicine, School of Medicine, University of Colorado Denver–Anschutz Medical Campus, Aurora, CO, USA
  • Department of Epidemiology and Biostatistics, Faculty of Medicine, School of Public Health, Imperial College London, London, UK
  • Department of Clinical Chemistry, Finnish Cardiovascular Research Center–Tampere, Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
  • Institute of Epidemiology and Biobank Popgen, Kiel University, Kiel, Germany
  • Diabetes Center, Khoo Teck Puat Hospital, Singapore, Singapore
  • Cardiovascular Epidemiology, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
  • Broad Institute of Harvard and MIT, Cambridge, MA, USA
  • Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore
  • The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
  • Target Sciences—Genetics, GlaxoSmithKline, Albuquerque, NM, USA
  • Oxford Center for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
  • Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany
  • Medical Clinic V, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
  • Laboratory of Clinical Genome Sequencing, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan
  • Chair of Epidemiology, Ludwig- Maximilians-Universität München at UNIKA-T Augsburg, Augsburg, Germany
  • Institute of Human Genetics, Technische Universität München, Munich, Germany
  • Hypertension and Cardiovascular Disease, Department of Clincial Sciences Malmö, Lund University, Malmö, Sweden
  • Department of Psychiatry, VU University Medical Center, Amsterdam, the Netherlands
  • Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
  • Institute for Molecular Bioscience, University of Queensland, St Lucia, Queensland, Australia
  • Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands
  • Center for Public Health Genomics, University of Virginia, Charlottesville, Charlottesville, VA, USA
  • Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
  • Data Tecnica International, Glen Echo, MD, USA
  • Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
  • Department of Cardiology, Finnish Cardiovascular Research Center–Tampere, Faculty of Medicine and Life Sciences, Tampere University, Tampere, Finland
  • Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
  • Section of Gerontology and Geriatrics, Department of Internal Medicine, Leiden University Medical Center, Leiden, the Netherlands
  • University of Maryland School of Medicine, Baltimore, MD, USA
  • TIMI Study Group, Boston, MA, USA
  • Department of Clinical Biochemistry, Landspitali University Hospital, Reykjavik, Iceland
  • Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
  • Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
  • Department of Medicine, Geriatrics Section, Boston Medical Center, Boston University School of Medicine, Boston, MA, USA
  • National Institute for Health and Welfare, Helsinki, Finland
  • Institute of Genetic and Biomedical Research, National Research Council of Italy, UOS of Sassari, Li Punti, Sassari, Italy
  • Department of Psychiatry, University Hospital of Lausanne, Lausanne, Switzerland
  • Gen-info Ltd, Zagreb, Croatia
  • Service de Néphrologie, Geneva University Hospitals, Geneva, Switzerland
  • Center for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
  • Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
  • MRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
  • Einthoven Laboratory of Experimental Vascular Research, Leiden University Medical Center, Leiden, the Netherlands
  • Research Center of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
  • Institute of Physiology, University Medicine Greifswald, Karlsburg, Germany
  • Harvard Medical School, Boston, MA, USA
  • Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
  • ePhood Scientific Unit, ePhood SRL, Milano, Italy
  • NHS Blood and Transplant, BRC Oxford Haematology Theme; Nuffield Division of Clinical Laboratory Sciences; University of Oxford, Oxford, UK
  • Swiss Institute of Bioinformatics, Lausanne, Switzerland
  • Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD, USA
  • Molecular Biology and Biochemistry, Gottfried Schatz Research Center for Cell Signaling, Metabolism and Aging, Medical University of Graz, Graz, Austria
  • Neuroalgology Unit, Fondazione IRCCS Istituto Neurologico ‘Carlo Besta’, Milan, Italy
  • Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
  • Institute of Molecular Biology and Biochemistry, Center for Molecular Medicine, Medical University of Graz, Graz, Austria
  • Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Graz, Austria
  • Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, USA
  • Division of Population Health and Genomics, Ninewells Hospital and Medical School, University of Dundee, Dundee, UK
  • Human Genetics, Wellcome Sanger Institute, Hinxton, UK
  • Chair of Genetic Epidemiology, IBE, Faculty of Medicine, Ludwig-Maximilians-Universität München, München, Germany
  • Department of Endocrinology and Nephrology, University of Leipzig, Leipzig, Germany
  • Department of Cardiology, Södersjukhuset, Stockholm, Sweden
  • Duke–NUS Medical School, Singapore, Singapore
  • The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, Los Angeles Biomedical Research Institute at Harbor–UCLA Medical Center, Torrance, CA, USA
  • Heart Center Leipzig, Leipzig, Germany
  • Institute of Laboratory Medicine, Clinical Chemistry and Molecular Diagnostics, University of Leipzig, Leipzig, Germany
  • Division of Molecular Genetic Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
  • CRCHUM, Montreal, Canada
  • Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece
  • Durrer Center for Cardiovascular Research, The Netherlands Heart Institute, Utrecht, the Netherlands
  • Department of Obstetrics and Gynecology, Institute for Medicine and Public Health, Vanderbilt University Medical Center, Nashville, TN, USA
  • Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
  • Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany
  • Internal Medicine, Department of Medicine, Lausanne University Hospital, Lausanne, Switzerland
  • DZHK (German Center for Cardiovascular Research), Partner Site Munich Heart Alliance, Munich, Germany
  • Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
  • School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
  • Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
  • Green Lane Cardiovascular Service, Auckland City Hospital and University of Auckland, Auckland, New Zealand
  • Center for Population Health Sciences, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK
  • Department of Ophthalmology, Tohoku University Graduate School of Medicine, Miyagi, Japan
  • Department of Medicine, Harbor–UCLA Medical Center, Torrance, CA, USA
  • Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
  • Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS, USA
  • Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
  • Department of Nephrology, Geisinger, Danville, PA, USA
  • Wellcome Trust Center for Human Genetics, University of Oxford, Oxford, UK
  • Institute of Physiology, University of Zurich, Zurich, Switzerland
  • Anatomic Pathology, University of Washington Medical Center, Seattle, WA, USA
  • Geisinger Research, Biomedical and Translational Informatics Institute, Danville, PA, USA
  • Department of Nephrology and Rheumatology, Kliniken Südostbayern, Regensburg, Germany
  • Department of Statistical Genetics, Osaka University Graduate School of Medicine, Osaka, Japan
  • Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
  • Vanderbilt University Medical Center, Division of Nephrology & Hypertension, Nashville, TN, USA
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1038/s41588-019-0407-x

    DOI

    http://dx.doi.org/10.1038/s41588-019-0407-x

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1116078524

    PUBMED

    https://www.ncbi.nlm.nih.gov/pubmed/31152163


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