Genetic Epidemiology, Translational Neurogenomics, Psychiatric Genetics and Statistical Genetics Laboratories investigate the pattern of disease in families, particularly identical and non-identical twins, to assess the relative importance of genes and environment in a variety of important health problems.
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36224396
TITLE
A saturated map of common genetic variants associated with human height.
ABSTRACT
Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40-50% of phenotypic variation in human height, but identifying the specific variants and associated regions requires huge sample sizes . Here, using data from a genome-wide association study of 5.4 million individuals of diverse ancestries, we show that 12,111 independent SNPs that are significantly associated with height account for nearly all of the common SNP-based heritability. These SNPs are clustered within 7,209 non-overlapping genomic segments with a mean size of around 90 kb, covering about 21% of the genome. The density of independent associations varies across the genome and the regions of increased density are enriched for biologically relevant genes. In out-of-sample estimation and prediction, the 12,111 SNPs (or all SNPs in the HapMap 3 panel ) account for 40% (45%) of phenotypic variance in populations of European ancestry but only around 10-20% (14-24%) in populations of other ancestries. Effect sizes, associated regions and gene prioritization are similar across ancestries, indicating that reduced prediction accuracy is likely to be explained by linkage disequilibrium and differences in allele frequency within associated regions. Finally, we show that the relevant biological pathways are detectable with smaller sample sizes than are needed to implicate causal genes and variants. Overall, this study provides a comprehensive map of specific genomic regions that contain the vast majority of common height-associated variants. Although this map is saturated for populations of European ancestry, further research is needed to achieve equivalent saturation in other ancestries.
© 2022. The Author(s).
DATE PUBLISHED
2022 Oct 12
HISTORY
PUBSTATUS PUBSTATUSDATE
received 2021/12/19
accepted 2022/08/24
pubmed 2022/10/13 06:00
medline 2022/10/13 06:00
entrez 2022/10/12 23:31
AUTHORS
NAME COLLECTIVENAME LASTNAME FORENAME INITIALS AFFILIATION AFFILIATIONINFO
Yengo L Yengo Loïc L Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia. l.yengo@imb.uq.edu.au.
Vedantam S Vedantam Sailaja S Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Marouli E Marouli Eirini E William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Sidorenko J Sidorenko Julia J Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.
Bartell E Bartell Eric E Harvard Medical School, Boston, MA, USA.
Sakaue S Sakaue Saori S Divisions of Genetics and Rheumatology, Brigham and Women's Hospital and Department of Medicine, Harvard Medical School, Boston, MA, USA.
Graff M Graff Marielisa M Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Eliasen AU Eliasen Anders U AU Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, Copenhagen, Denmark.
Jiang Y Jiang Yunxuan Y 23andMe, Sunnyvale, CA, USA.
Raghavan S Raghavan Sridharan S Division of Biomedical Informatics and Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Miao J Miao Jenkai J Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Arias JD Arias Joshua D JD Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
Graham SE Graham Sarah E SE Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, MI, USA.
Mukamel RE Mukamel Ronen E RE Department of Medicine, Harvard Medical School, Boston, MA, USA.
Spracklen CN Spracklen Cassandra N CN Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts, Amherst, MA, USA.
Yin X Yin Xianyong X Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Chen SH Chen Shyh-Huei SH Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Ferreira T Ferreira Teresa T Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, UK.
Highland HH Highland Heather H HH Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Ji Y Ji Yingjie Y Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK.
Karaderi T Karaderi Tugce T Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
Lin K Lin Kuang K Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Lüll K Lüll Kreete K Institute of Genomics, Estonian Genome Centre, University of Tartu, Tartu, Estonia.
Malden DE Malden Deborah E DE Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Medina-Gomez C Medina-Gomez Carolina C Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Machado M Machado Moara M Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
Moore A Moore Amy A Division of Biostatistics and Epidemiology, RTI International, Durham, NC, USA.
Rüeger S Rüeger Sina S Swiss Institute of Bioinformatics, Lausanne, Switzerland.
Sim X Sim Xueling X Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Vrieze S Vrieze Scott S Department of Psychology, University of Minnesota, Minneapolis, MN, USA.
Ahluwalia TS Ahluwalia Tarunveer S TS Department of Biology, The Bioinformatics Center, University of Copenhagen, Copenhagen, Denmark.
Akiyama M Akiyama Masato M Department of Ophthalmology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
Allison MA Allison Matthew A MA Department of Family Medicine, University of California, San Diego, La Jolla, CA, USA.
Alvarez M Alvarez Marcus M Department of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
Andersen MK Andersen Mette K MK Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Ani A Ani Alireza A Department of Bioinformatics, Isfahan University of Medical Sciences, Isfahan, Iran.
Appadurai V Appadurai Vivek V Institute of Biological Psychiatry, Mental Health Services, Copenhagen University Hospital, Copenhagen, Denmark.
Arbeeva L Arbeeva Liubov L Thurston Arthritis Research Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Bhaskar S Bhaskar Seema S Genomic Research on Complex diseases (GRC-Group), CSIR-Centre for Cellular and Molecular Biology, Hyderabad, India.
Bielak LF Bielak Lawrence F LF Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Bollepalli S Bollepalli Sailalitha S Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Bonnycastle LL Bonnycastle Lori L LL Molecular Genetics Section, Center for Precision Health Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA.
Bork-Jensen J Bork-Jensen Jette J Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Bradfield JP Bradfield Jonathan P JP Quantinuum Research, Wayne, PA, USA.
Bradford Y Bradford Yuki Y Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA.
Braund PS Braund Peter S PS NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.
Brody JA Brody Jennifer A JA Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.
Burgdorf KS Burgdorf Kristoffer S KS NovoNordic Center for Protein Research, Copenhagen University, Copenhagen, Denmark.
Cade BE Cade Brian E BE Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Cai H Cai Hui H Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Cai Q Cai Qiuyin Q Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Campbell A Campbell Archie A Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
Cañadas-Garre M Cañadas-Garre Marisa M Centre for Public Health, Queen's University of Belfast, Belfast, UK.
Catamo E Catamo Eulalia E Institute for Maternal and Child Health - IRCCS, Burlo Garofolo, Trieste, Italy.
Chai JF Chai Jin-Fang JF Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Chai X Chai Xiaoran X Department of Ophthalmology, National University of Singapore and National University Health System, Singapore, Singapore.
Chang LC Chang Li-Ching LC Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Chang YC Chang Yi-Cheng YC Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
Chen CH Chen Chien-Hsiun CH Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
Chesi A Chesi Alessandra A Center for Spatial and Functional Genomics, Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Choi SH Choi Seung Hoan SH Cardiovascular Disease Initiative, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Chung RH Chung Ren-Hua RH Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan.
Cocca M Cocca Massimiliano M Institute for Maternal and Child Health - IRCCS, Burlo Garofolo, Trieste, Italy.
Concas MP Concas Maria Pina MP Institute for Maternal and Child Health - IRCCS, Burlo Garofolo, Trieste, Italy.
Couture C Couture Christian C Department of Kinesiology, Faculty of Medicine, Université Laval, Québec City, Quebec, Canada.
Cuellar-Partida G Cuellar-Partida Gabriel G Diamantina Institute, The University of Queensland, Brisbane, Queensland, Australia.
Danning R Danning Rebecca R Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Daw EW Daw E Warwick EW Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St Louis, MO, USA.
Degenhard F Degenhard Frauke F Institute of Clinical Molecular Biology, Christian-Albrechts University of Kiel, Kiel, Germany.
Delgado GE Delgado Graciela E GE Vth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Delitala A Delitala Alessandro A Dipartimento di Scienze Mediche Chirurgiche e Sperimentali, Università degli Studi di Sassari, Sassari, Italy.
Demirkan A Demirkan Ayse A Section of Statistical Multi-omics, Department of Clinical and Experimental Medicine, University of Surrey, Guildford, UK.
Deng X Deng Xuan X Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
Devineni P Devineni Poornima P Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, MA, USA.
Dietl A Dietl Alexander A Department of Internal Medicine II, University Hospital Regensburg, Regensburg, Germany.
Dimitriou M Dimitriou Maria M Department of Nutrition and Dietetics, School of Health and Education, Harokopio University of Athens, Athens, Greece.
Dimitrov L Dimitrov Latchezar L Center for Precision Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA.
Dorajoo R Dorajoo Rajkumar R Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore.
Ekici AB Ekici Arif B AB Institute of Human Genetics, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
Engmann JE Engmann Jorgen E JE Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, UK.
Fairhurst-Hunter Z Fairhurst-Hunter Zammy Z Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Farmaki AE Farmaki Aliki-Eleni AE Department of Nutrition and Dietetics, School of Health and Education, Harokopio University of Athens, Athens, Greece.
Faul JD Faul Jessica D JD Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.
Fernandez-Lopez JC Fernandez-Lopez Juan-Carlos JC Computational Genomics Department, National Institute of Genomic Medicine, Mexico City, Mexico.
Forer L Forer Lukas L Institute of Genetic Epidemiology, Medical University of Innsbruck, Innsbruck, Austria.
Francescatto M Francescatto Margherita M Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy.
Freitag-Wolf S Freitag-Wolf Sandra S Institute of Medical Informatics and Statistics, Kiel University, Kiel, Germany.
Fuchsberger C Fuchsberger Christian C Eurac Research, Institute for Biomedicine, Affiliated Institute of the University of Lübeck, Bolzano, Italy.
Galesloot TE Galesloot Tessel E TE Radboud University Medical Center, Radboud Institute for Health Sciences, Department for Health Evidence, Nijmegen, The Netherlands.
Gao Y Gao Yan Y Jackson Heart Study, Department of Medicine, University of Mississippi, Jackson, MS, USA.
Gao Z Gao Zishan Z Institute of Epidemiology, Helmholtz Zentrum München Research Center for Environmental Health, Neuherberg, Germany.
Geller F Geller Frank F Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark.
Giannakopoulou O Giannakopoulou Olga O William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Giulianini F Giulianini Franco F Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Gjesing AP Gjesing Anette P AP Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Goel A Goel Anuj A Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK.
Gordon SD Gordon Scott D SD Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
Gorski M Gorski Mathias M Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.
Grove J Grove Jakob J BiRC-Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark.
Guo X Guo Xiuqing X The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Gustafsson S Gustafsson Stefan S Department of Medical Sciences, Uppsala University, Uppsala, Sweden.
Haessler J Haessler Jeffrey J Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Hansen TF Hansen Thomas F TF Danish Headache Center, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Rigshospitalet, Copenhagen, Denmark.
Havulinna AS Havulinna Aki S AS Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Haworth SJ Haworth Simon J SJ Bristol Dental School, University of Bristol, Bristol, UK.
He J He Jing J Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Heard-Costa N Heard-Costa Nancy N Framingham Heart Study, Framingham, MA, USA.
Hebbar P Hebbar Prashantha P Department of Genetics and Bioinformatics, Dasman Diabetes Institute, Kuwait City, Kuwait.
Hindy G Hindy George G Department of Clinical Sciences in Malmö, Lund University, Malmö, Sweden.
Ho YA Ho Yuk-Lam A YA Veterans Affairs Boston Healthcare System, Boston, MA, USA.
Hofer E Hofer Edith E Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria.
Holliday E Holliday Elizabeth E School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia.
Horn K Horn Katrin K LIFE Research Center for Civilization Diseases, University of Leipzig, Medical Faculty, Leipzig, Germany.
Hornsby WE Hornsby Whitney E WE Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, MI, USA.
Hottenga JJ Hottenga Jouke-Jan JJ Department of Biological Psychology, Behaviour and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Huang H Huang Hongyan H Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Huang J Huang Jie J Institute for Global Health and Development, Peking University, Beijing, China.
Huerta-Chagoya A Huerta-Chagoya Alicia A Unidad de Biología Molecular y Medicina Genómica, Instituto Nacional de Ciencias Médicas y Nutrición, Mexico City, Mexico.
Huffman JE Huffman Jennifer E JE Veterans Affairs Boston Healthcare System, Boston, MA, USA.
Hung YJ Hung Yi-Jen YJ Division of Endocrine and Metabolism, Tri-Service General Hospital Songshan Branch, Taipei, Taiwan.
Huo S Huo Shaofeng S Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Hwang MY Hwang Mi Yeong MY Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea.
Iha H Iha Hiroyuki H Biomedical Technology Research Center, Tokushima Research Institute, Otsuka Pharmaceutical Co., Tokushima, Japan.
Ikeda DD Ikeda Daisuke D DD Biomedical Technology Research Center, Tokushima Research Institute, Otsuka Pharmaceutical Co., Tokushima, Japan.
Isono M Isono Masato M Research Institute, National Center for Global Health and Medicine, Tokyo, Japan.
Jackson AU Jackson Anne U AU Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Jäger S Jäger Susanne S German Center for Diabetes Research (DZD), Neuherberg, Germany.
Jansen IE Jansen Iris E IE Department of Child and Adolescent Psychiatry and Pediatric Psychology, Section Complex Trait Genetics, Amsterdam Neuroscience, Vrije Universiteit Medical Center, Amsterdam, The Netherlands.
Johansson I Johansson Ingegerd I Department of Odontology, Umeå University, Umeå, Sweden.
Jonas JB Jonas Jost B JB Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Ophthalmology and Visual Sciences Key Laboratory, Beijing, China.
Jonsson A Jonsson Anna A Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Jørgensen T Jørgensen Torben T Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Kalafati IP Kalafati Ioanna-Panagiota IP Department of Nutrition and Dietetics, School of Health and Education, Harokopio University of Athens, Athens, Greece.
Kanai M Kanai Masahiro M Department of Statistical Genetics, Osaka University Graduate School of Medicine, Osaka, Japan.
Kanoni S Kanoni Stavroula S William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Kårhus LL Kårhus Line L LL Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark.
Kasturiratne A Kasturiratne Anuradhani A Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka.
Katsuya T Katsuya Tomohiro T Department of Geriatric and General Medicine, Osaka University Graduate School of Medicine, Suita, Japan.
Kawaguchi T Kawaguchi Takahisa T Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Kember RL Kember Rachel L RL Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA.
Kentistou KA Kentistou Katherine A KA Centre for Cardiovascular Sciences, Queens Medical Research Institute, University of Edinburgh, Edinburgh, UK.
Kim HN Kim Han-Na HN Department of Clinical Research Design and Evaluation (SAIHST), Sungkyunkwan University, Seoul, Republic of Korea.
Kim YJ Kim Young Jin YJ Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea.
Kleber ME Kleber Marcus E ME SYNLAB MVZ Humangenetik Mannheim, Mannheim, Germany.
Knol MJ Knol Maria J MJ Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Kurbasic A Kurbasic Azra A Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University, Malmö, Sweden.
Lauzon M Lauzon Marie M The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Le P Le Phuong P Department of Anthropology, University of Toronto at Mississauga, Mississauga, Ontario, Canada.
Lea R Lea Rodney R Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Kelvin Grove, Queensland, Australia.
Lee JY Lee Jong-Young JY Oneomics, Soonchunhyang Mirai Medical Center, Bucheon-si, Republic of Korea.
Leonard HL Leonard Hampton L HL Data Tecnica International, Glen Echo, MD, USA.
Li SA Li Shengchao A SA Cancer Genomics Research Laboratory, Leidos Biomedical Research, Rockville, MD, USA.
Li X Li Xiaohui X The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Li X Li Xiaoyin X Department of Mathematics and Statistics, St Cloud State University, St Cloud, MN, USA.
Liang J Liang Jingjing J Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA.
Lin H Lin Honghuang H Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, USA.
Lin SY Lin Shih-Yi SY Center for Geriatrics and Gerontology, Taichung Veterans General Hospital, Taichung, Taiwan.
Liu J Liu Jun J Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Liu X Liu Xueping X Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark.
Lo KS Lo Ken Sin KS Montreal Heart Institute, Montreal, Quebec, Canada.
Long J Long Jirong J Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Lores-Motta L Lores-Motta Laura L Departments of Ophthalmology and Human Genetics, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands.
Luan J Luan Jian'an J MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK.
Lyssenko V Lyssenko Valeriya V Department of Clinical Sciences, Lund University Diabetes Centre, Malmö, Sweden.
Lyytikäinen LP Lyytikäinen Leo-Pekka LP Department of Cardiology, Heart Center, Tampere University Hospital, Tampere, Finland.
Mahajan A Mahajan Anubha A Laboratory for Systems Genetics, RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan.
Mamakou V Mamakou Vasiliki V National and Kapodistrian University of Athens, Dromokaiteio Psychiatric Hospital, Athens, Greece.
Mangino M Mangino Massimo M NIHR Biomedical Research Centre at Guy's and St Thomas' Foundation Trust, London, UK.
Manichaikul A Manichaikul Ani A Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, VA, USA.
Marten J Marten Jonathan J MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Mattheisen M Mattheisen Manuel M Institute of Psychiatric Phenomics and Genomics (IPPG), University Hospital, LMU Munich, Munich, Germany.
Mavarani L Mavarani Laven L Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany.
McDaid AF McDaid Aaron F AF Swiss Institute of Bioinformatics, Lausanne, Switzerland.
Meidtner K Meidtner Karina K German Center for Diabetes Research (DZD), Neuherberg, Germany.
Melendez TL Melendez Tori L TL Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, MI, USA.
Mercader JM Mercader Josep M JM Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
Milaneschi Y Milaneschi Yuri Y Department of Psychiatry, Amsterdam Public Health and Amsterdam Neuroscience, Amsterdam UMC and Vrije Universiteit, Amsterdam, The Netherlands.
Miller JE Miller Jason E JE Department of Genetics, Institute for Biomedical Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Millwood IY Millwood Iona Y IY MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Mishra PP Mishra Pashupati P PP Department of Clinical Chemistry, Finnish Cardiovascular Research Center - Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Mitchell RE Mitchell Ruth E RE Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Møllehave LT Møllehave Line T LT Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark.
Morgan A Morgan Anna A Institute for Maternal and Child Health - IRCCS, Burlo Garofolo, Trieste, Italy.
Mucha S Mucha Soeren S Institute for Cardiogenetics, University of Lübeck, DZHK (German Research Centre for Cardiovascular Research) partner site Hamburg/Lübeck/Kiel and University Heart Center Lübeck, Lübeck, Germany.
Munz M Munz Matthias M Institute for Cardiogenetics, University of Lübeck, DZHK (German Research Centre for Cardiovascular Research) partner site Hamburg/Lübeck/Kiel and University Heart Center Lübeck, Lübeck, Germany.
Nakatochi M Nakatochi Masahiro M Public Health Informatics Unit, Department of Integrated Health Sciences, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Nelson CP Nelson Christopher P CP NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.
Nethander M Nethander Maria M Bioinformatics Core Facility, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
Nho CW Nho Chu Won CW Korea Institute of Science and Technology, Gangneung Institute of Natural Products, Gangneung, Republic of Korea.
Nielsen AA Nielsen Aneta A AA Department of Clinical Biochemistry, Lillebaelt Hospital, Kolding, Denmark.
Nolte IM Nolte Ilja M IM Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Nongmaithem SS Nongmaithem Suraj S SS Department of Human Genetics, Wellcome Sanger Institute, Hinxton, UK.
Noordam R Noordam Raymond R Department of Internal Medicine, Section of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands.
Ntalla I Ntalla Ioanna I William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Nutile T Nutile Teresa T Institute of Genetics and Biophysics A. Buzzati-Traverso, CNR, Naples, Italy.
Pandit A Pandit Anita A Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Christofidou P Christofidou Paraskevi P Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.
Pärna K Pärna Katri K Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Pauper M Pauper Marc M Departments of Ophthalmology and Human Genetics, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands.
Petersen ERB Petersen Eva R B ERB Department of Clinical Biochemistry and Immunology, Hospital of Southern Jutland, Aabenraa, Denmark.
Petersen LV Petersen Liselotte V LV The National Centre for Register-based Research, University of Aarhus, Aarhus, Denmark.
Pitkänen N Pitkänen Niina N Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.
Polašek O Polašek Ozren O Algebra University College, Zagreb, Croatia.
Poveda A Poveda Alaitz A Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University, Malmö, Sweden.
Preuss MH Preuss Michael H MH Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Pyarajan S Pyarajan Saiju S Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, MA, USA.
Raffield LM Raffield Laura M LM Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Rakugi H Rakugi Hiromi H Department of Geriatric and General Medicine, Osaka University Graduate School of Medicine, Suita, Japan.
Ramirez J Ramirez Julia J Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain.
Rasheed A Rasheed Asif A Center for Non-Communicable Diseases, Karachi, Pakistan.
Raven D Raven Dennis D Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Rayner NW Rayner Nigel W NW Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Churchill Hospital, Oxford, UK.
Riveros C Riveros Carlos C School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of Newcastle, New Lambton Heights, New South Wales, Australia.
Rohde R Rohde Rebecca R Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Ruggiero D Ruggiero Daniela D IRCCS Neuromed, Pozzilli, Italy.
Ruotsalainen SE Ruotsalainen Sanni E SE Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Ryan KA Ryan Kathleen A KA Program for Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.
Sabater-Lleal M Sabater-Lleal Maria M Cardiovascular Medicine Unit, Department of Medicine, Karolinska Institutet, Center for Molecular Medicine, Stockholm, Sweden.
Saxena R Saxena Richa R Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
Scholz M Scholz Markus M LIFE Research Center for Civilization Diseases, University of Leipzig, Medical Faculty, Leipzig, Germany.
Sendamarai A Sendamarai Anoop A Center for Data and Computational Sciences, VA Boston Healthcare System, Boston, MA, USA.
Shen B Shen Botong B Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Shi J Shi Jingchunzi J 23andMe, Sunnyvale, CA, USA.
Shin JH Shin Jae Hun JH Department of Biomedical Science, Hallym University, Chuncheon, Republic of Korea.
Sidore C Sidore Carlo C Istituto di Ricerca Genetica e Biomedica, Consiglio Nazionale delle Ricerche (CNR), Cagliari, Italy.
Sitlani CM Sitlani Colleen M CM Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.
Slieker RC Slieker Roderick C RC Amsterdam Cardiovascular Sciences, Amsterdam, The Netherlands.
Smit RAJ Smit Roelof A J RAJ Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.
Smith AV Smith Albert V AV Icelandic Heart Association, Kópavogur, Iceland.
Smith JA Smith Jennifer A JA Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.
Smyth LJ Smyth Laura J LJ Centre for Public Health, Queen's University of Belfast, Belfast, UK.
Southam L Southam Lorraine L Wellcome Sanger Institute, Hinxton, UK.
Steinthorsdottir V Steinthorsdottir Valgerdur V deCODE Genetics/Amgen, Reykjavik, Iceland.
Sun L Sun Liang L Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Takeuchi F Takeuchi Fumihiko F Research Institute, National Center for Global Health and Medicine, Tokyo, Japan.
Tallapragada DSP Tallapragada Divya Sri Priyanka DSP Mohn Nutrition Research Laboratory, Department of Clinical Science, University of Bergen, Bergen, Norway.
Taylor KD Taylor Kent D KD The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Tayo BO Tayo Bamidele O BO Department of Public Health Sciences, Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, IL, USA.
Tcheandjieu C Tcheandjieu Catherine C Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
Terzikhan N Terzikhan Natalie N Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Tesolin P Tesolin Paola P Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy.
Teumer A Teumer Alexander A DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany.
Theusch E Theusch Elizabeth E Cardiology Division, Department of Pediatrics, University of California, San Francisco, Oakland, CA, USA.
Thompson DJ Thompson Deborah J DJ Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
Thorleifsson G Thorleifsson Gudmar G deCODE Genetics/Amgen, Reykjavik, Iceland.
Timmers PRHJ Timmers Paul R H J PRHJ MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Trompet S Trompet Stella S Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands.
Turman C Turman Constance C Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Vaccargiu S Vaccargiu Simona S Istituto di Ricerca Genetica e Biomedica, Consiglio Nazionale delle Ricerche (CNR), Cagliari, Italy.
van der Laan SW van der Laan Sander W SW Central Diagnostics Laboratory, Division Laboratories, Pharmacy and Biomedical Genetics, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
van der Most PJ van der Most Peter J PJ Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
van Klinken JB van Klinken Jan B JB Core Facility Metabolomics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
van Setten J van Setten Jessica J Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Verma SS Verma Shefali S SS Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Verweij N Verweij Niek N Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Veturi Y Veturi Yogasudha Y Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA.
Wang CA Wang Carol A CA School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of Newcastle, New Lambton Heights, New South Wales, Australia.
Wang C Wang Chaolong C Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Wang L Wang Lihua L Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St Louis, MO, USA.
Wang Z Wang Zhe Z The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Warren HR Warren Helen R HR NIHR Barts Cardiovascular Biomedical Research Centre, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Bin Wei W Bin Wei Wen W Department of Ophthalmology, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
Wickremasinghe AR Wickremasinghe Ananda R AR Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka.
Wielscher M Wielscher Matthias M Department of Dermatology, Medical University of Vienna, Vienna, Austria.
Wiggins KL Wiggins Kerri L KL Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.
Winsvold BS Winsvold Bendik S BS Department of Neurology, Oslo University Hospital, Oslo, Norway.
Wong A Wong Andrew A MRC Unit for Lifelong Health and Ageing at UCL, Institute of Cardiovascular Science, University College London, London, UK.
Wu Y Wu Yang Y Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.
Wuttke M Wuttke Matthias M Department of Medicine IV - Nephrology and Primary Care, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.
Xia R Xia Rui R Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX, USA.
Xie T Xie Tian T Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Yamamoto K Yamamoto Ken K Department of Medical Biochemistry, Kurume University School of Medicine, Kurume, Japan.
Yang J Yang Jingyun J Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA.
Yao J Yao Jie J The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Young H Young Hannah H Department of Psychology, University of Minnesota, Minneapolis, MN, USA.
Yousri NA Yousri Noha A NA Department of Computer and Systems Engineering, Alexandria University, Alexandria, Egypt.
Yu L Yu Lei L Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA.
Zeng L Zeng Lingyao L Department of Cardiology, German Heart Centre Munich, Technical University Munich, Munich, Germany.
Zhang W Zhang Weihua W Department of Epidemiology and Biostatistics, Imperial College London, London, UK.
Zhang X Zhang Xinyuan X Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA.
Zhao JH Zhao Jing-Hua JH Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK.
Zhao W Zhao Wei W Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Zhou W Zhou Wei W Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Zimmermann ME Zimmermann Martina E ME Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.
Zoledziewska M Zoledziewska Magdalena M Istituto di Ricerca Genetica e Biomedica, Consiglio Nazionale delle Ricerche (CNR), Cagliari, Italy.
Adair LS Adair Linda S LS Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Adams HHH Adams Hieab H H HHH Latin American Brain Health (BrainLat), Universidad Adolfo Ibáñez, Santiago, Chile.
Aguilar-Salinas CA Aguilar-Salinas Carlos A CA Escuela de Medicina y Ciencias de la Salud, Tecnologico de Monterrey, Monterrey, Mexico.
Al-Mulla F Al-Mulla Fahd F Department of Genetics and Bioinformatics, Dasman Diabetes Institute, Kuwait City, Kuwait.
Arnett DK Arnett Donna K DK Department of Epidemiology and Dean's Office, College of Public Health, University of Kentucky, Lexington, KY, USA.
Asselbergs FW Asselbergs Folkert W FW Health Data Research UK and Institute of Health Informatics, University College London, London, UK.
Åsvold BO Åsvold Bjørn Olav BO Department of Endocrinology, Clinic of Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
Attia J Attia John J School of Medicine and Public Health, University of Newcastle, Callaghan, New South Wales, Australia.
Banas B Banas Bernhard B Department of Nephrology, University Hospital Regensburg, Regensburg, Germany.
Bandinelli S Bandinelli Stefania S Geriatric Unit, Azienda Toscana Centro, Florence, Italy.
Bennett DA Bennett David A DA Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA.
Bergler T Bergler Tobias T Department of Nephrology, University Hospital Regensburg, Regensburg, Germany.
Bharadwaj D Bharadwaj Dwaipayan D Systems Genomics Laboratory, School of Biotechnology, Jawaharlal Nehru University (JNU), New Delhi, India.
Biino G Biino Ginevra G Institute of Molecular Genetics, National Research Council of Italy, Pavia, Italy.
Bisgaard H Bisgaard Hans H COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark.
Boerwinkle E Boerwinkle Eric E Human Genetics Center and Department of Epidemiology, University of Texas Health Science Center at Houston, Houston, TX, USA.
Böger CA Böger Carsten A CA KfH Kidney Center Traunstein, Traunstein, Germany.
Bønnelykke K Bønnelykke Klaus K COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark.
Boomsma DI Boomsma Dorret I DI Department of Biological Psychology, Behaviour and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Børglum AD Børglum Anders D AD Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark.
Borja JB Borja Judith B JB Department of Nutrition and Dietetics, University of San Carlos, Cebu City, Philippines.
Bouchard C Bouchard Claude C Human Genomics Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA, USA.
Bowden DW Bowden Donald W DW Department of Biochemistry, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA.
Brandslund I Brandslund Ivan I Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark.
Brumpton B Brumpton Ben B Clinic of Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.
Buring JE Buring Julie E JE Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Caulfield MJ Caulfield Mark J MJ NIHR Barts Cardiovascular Biomedical Research Centre, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Chambers JC Chambers John C JC Imperial College Healthcare NHS Trust, Imperial College London, London, UK.
Chandak GR Chandak Giriraj R GR Adjunct Faculty, JSS University Academy of Higher Education and Research (JSSAHER), JSS (Deemed to be) University, Mysuru, India.
Chanock SJ Chanock Stephen J SJ Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
Chaturvedi N Chaturvedi Nish N MRC Unit for Lifelong Health and Ageing at UCL, Institute of Cardiovascular Science, University College London, London, UK.
Chen YI Chen Yii-Der Ida YI The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Chen Z Chen Zhengming Z MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Cheng CY Cheng Ching-Yu CY Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.
Christophersen IE Christophersen Ingrid E IE Department of Medical Research, Bærum Hospital, Vestre Viken Hospital Trust, Gjettum, Norway.
Ciullo M Ciullo Marina M IRCCS Neuromed, Pozzilli, Italy.
Cole JW Cole John W JW Baltimore Veterans Affairs Medical Center, Department of Neurology, Baltimore, MD, USA.
Collins FS Collins Francis S FS Molecular Genetics Section, Center for Precision Health Research, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA.
Cooper RS Cooper Richard S RS Department of Public Health Sciences, Parkinson School of Health Sciences and Public Health, Loyola University Chicago, Maywood, IL, USA.
Cruz M Cruz Miguel M Unidad de Investigación Médica en Bioquímica, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Cucca F Cucca Francesco F Dipartimento di Scienze Biomediche, Università degli Studi di Sassari, Sassari, Italy.
Cupples LA Cupples L Adrienne LA Framingham Heart Study, Framingham, MA, USA.
Cutler MJ Cutler Michael J MJ Intermountain Heart Institute, Intermountain Medical Center, Murray, UT, USA.
Damrauer SM Damrauer Scott M SM Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA.
Dantoft TM Dantoft Thomas M TM Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark.
de Borst GJ de Borst Gert J GJ Department of Vascular Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands.
de Groot LCPGM de Groot Lisette C P G M LCPGM Department of Human Nutrition, Wageningen University, Wageningen, The Netherlands.
De Jager PL De Jager Philip L PL Center for Translational and Computational Neuroimmunology, Department of Neurology, Columbia University Medical Center, New York, NY, USA.
de Kleijn DPV de Kleijn Dominique P V DPV Department of Vascular Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands.
Janaka de Silva H Janaka de Silva H H Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka.
Dedoussis GV Dedoussis George V GV Department of Nutrition and Dietetics, School of Health and Education, Harokopio University of Athens, Athens, Greece.
den Hollander AI den Hollander Anneke I AI Departments of Ophthalmology and Human Genetics, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands.
Du S Du Shufa S Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Easton DF Easton Douglas F DF Department of Oncology, University of Cambridge, Cambridge, UK.
Elders PJM Elders Petra J M PJM Department of General Practice, Amsterdam Public Health Institute, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands.
Eliassen AH Eliassen A Heather AH Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Ellinor PT Ellinor Patrick T PT Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA.
Elmståhl S Elmståhl Sölve S Department of Clinical Sciences in Malmö, Division of Geriatric Medicine, Lund University, Malmö, Sweden.
Erdmann J Erdmann Jeanette J Institute for Cardiogenetics, University of Lübeck, DZHK (German Research Centre for Cardiovascular Research) partner site Hamburg/Lübeck/Kiel and University Heart Center Lübeck, Lübeck, Germany.
Evans MK Evans Michele K MK Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Fatkin D Fatkin Diane D Faculty of Medicine, UNSW Sydney, Kensington, New South Wales, Australia.
Feenstra B Feenstra Bjarke B Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark.
Feitosa MF Feitosa Mary F MF Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St Louis, MO, USA.
Ferrucci L Ferrucci Luigi L Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Ford I Ford Ian I Robertson Center for Biostatistics, University of Glasgow, Glasgow, UK.
Fornage M Fornage Myriam M Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.
Franke A Franke Andre A Institute of Clinical Molecular Biology, Christian-Albrechts University of Kiel, Kiel, Germany.
Franks PW Franks Paul W PW Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Freedman BI Freedman Barry I BI Department of Internal Medicine, Wake Forest School of Medicine, Medical Center Boulevard, Winston-Salem, NC, USA.
Gasparini P Gasparini Paolo P Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy.
Gieger C Gieger Christian C German Center for Diabetes Research (DZD), Neuherberg, Germany.
Girotto G Girotto Giorgia G Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy.
Goddard ME Goddard Michael E ME Agriculture Victoria Research, Department of Jobs, Precincts and Regions, Bundoora, Victoria, Australia.
Golightly YM Golightly Yvonne M YM Division of Physical Therapy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Gonzalez-Villalpando C Gonzalez-Villalpando Clicerio C Centro de Investigacion en Salud Poblacional Instituto Nacional de Salud Publica and Centro de Estudios en Diabetes, Cuernavaca, Mexico.
Gordon-Larsen P Gordon-Larsen Penny P Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Grallert H Grallert Harald H German Center for Diabetes Research (DZD), Neuherberg, Germany.
Grant SFA Grant Struan F A SFA Division of Endocrinology and Diabetes, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Grarup N Grarup Niels N Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Griffiths L Griffiths Lyn L Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Kelvin Grove, Queensland, Australia.
Gudnason V Gudnason Vilmundur V Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Haiman C Haiman Christopher C Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA.
Hakonarson H Hakonarson Hakon H Division of Pulmonary Medicine, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Hansen T Hansen Torben T Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Hartman CA Hartman Catharina A CA Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Hattersley AT Hattersley Andrew T AT Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, UK.
Hayward C Hayward Caroline C MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Heckbert SR Heckbert Susan R SR Cardiovascular Health Research Unit, Department of Epidemiology, University of Washington, Seattle, WA, USA.
Heng CK Heng Chew-Kiat CK Khoo Teck Puat - National University Children's Medical Institute, National University Health System, Singapore, Singapore.
Hengstenberg C Hengstenberg Christian C Department of Internal Medicine II, Division of Cardiology, Medical University of Vienna, Vienna, Austria.
Hewitt AW Hewitt Alex W AW Lions Eye Institute, Centre for Ophthalmology and Vision Science, University of Western Australia, Perth, Western Australia, Australia.
Hishigaki H Hishigaki Haretsugu H Biomedical Technology Research Center, Tokushima Research Institute, Otsuka Pharmaceutical Co., Tokushima, Japan.
Hoyng CB Hoyng Carel B CB Departments of Ophthalmology and Human Genetics, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands.
Huang PL Huang Paul L PL Cardiology Division, Massachusetts General Hospital, Boston, MA, USA.
Huang W Huang Wei W Department of Genetics, Shanghai-MOST Key Laboratory of Heath and Disease Genomics, Chinese National Human Genome Center and Shanghai Industrial Technology Institute, Shanghai, China.
Hunt SC Hunt Steven C SC Department of Internal Medicine, University of Utah, Salt Lake City, UT, USA.
Hveem K Hveem Kristian K HUNT Research Centre, Department of Public Health and Nursing, Norwegian University of Science and Technology, Levanger, Norway.
Hyppönen E Hyppönen Elina E South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia.
Iacono WG Iacono William G WG Department of Psychology, University of Minnesota, Minneapolis, MN, USA.
Ichihara S Ichihara Sahoko S Department of Environmental and Preventive Medicine, Jichi Medical University School of Medicine, Shimotsuke, Japan.
Ikram MA Ikram M Arfan MA Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Isasi CR Isasi Carmen R CR Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA.
Jackson RD Jackson Rebecca D RD Division of Endocrinology, Diabetes and Metabolism, School of Medicine, Ohio State University, Columbus, OH, USA.
Jarvelin MR Jarvelin Marjo-Riitta MR Department of Life Sciences, College of Health and Life Sciences, Brunel University London, Uxbridge, UK.
Jin ZB Jin Zi-Bing ZB The Eye Hospital, School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, China.
Jöckel KH Jöckel Karl-Heinz KH Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany.
Joshi PK Joshi Peter K PK Centre for Cardiovascular Sciences, Queens Medical Research Institute, University of Edinburgh, Edinburgh, UK.
Jousilahti P Jousilahti Pekka P Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Jukema JW Jukema J Wouter JW Netherlands Heart Institute, Utrecht, The Netherlands.
Kähönen M Kähönen Mika M Department of Clinical Physiology, Finnish Cardiovascular Research Center - Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Kamatani Y Kamatani Yoichiro Y Laboratory of Complex Trait Genomics, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan.
Kang KD Kang Kui Dong KD Department of Ophthalmology, The Catholic University of Korea Incheon St. Mary's Hospital, Incheon, Republic of Korea.
Kaprio J Kaprio Jaakko J Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Kardia SLR Kardia Sharon L R SLR Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Karpe F Karpe Fredrik F NIHR Oxford Biomedical Research Centre, Churchill Hospital, Oxford, UK.
Kato N Kato Norihiro N Research Institute, National Center for Global Health and Medicine, Tokyo, Japan.
Kee F Kee Frank F Centre for Public Health, Queen's University of Belfast, Belfast, UK.
Kessler T Kessler Thorsten T German Centre for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany.
Khera AV Khera Amit V AV Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
Khor CC Khor Chiea Chuen CC Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.
Kiemeney LALM Kiemeney Lambertus A L M LALM Radboud University Medical Center, Radboud Institute for Health Sciences, Department of Urology, Nijmegen, The Netherlands.
Kim BJ Kim Bong-Jo BJ Division of Genome Science, Department of Precision Medicine, National Institute of Health, Cheongju, Republic of Korea.
Kim EK Kim Eung Kweon EK Saevit Eye Hospital, Goyang, Republic of Korea.
Kim HL Kim Hyung-Lae HL Department of Biochemistry, College of Medicine, Ewha Womans University, Seoul, Republic of Korea.
Kirchhof P Kirchhof Paulus P Atrial Fibrillation NETwork, Münster, Germany.
Kivimaki M Kivimaki Mika M Department of Epidemiology and Public Health, UCL Institute of Epidemiology and Health Care, University College London, London, UK.
Koh WP Koh Woon-Puay WP Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Koistinen HA Koistinen Heikki A HA Minerva Foundation Institute for Medical Research, Helsinki, Finland.
Kolovou GD Kolovou Genovefa D GD Department of Preventive Cardiology, Lipoprotein Apheresis Unit and Lipid Disorders Clinic, Metropolitan Hospital, Athens, Greece.
Kooner JS Kooner Jaspal S JS National Heart and Lung Institute, Imperial College London, London, UK.
Kooperberg C Kooperberg Charles C Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Köttgen A Köttgen Anna A Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.
Kovacs P Kovacs Peter P Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany.
Kraaijeveld A Kraaijeveld Adriaan A Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Kraft P Kraft Peter P Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Krauss RM Krauss Ronald M RM Cardiology Division, Department of Pediatrics, University of California, San Francisco, Oakland, CA, USA.
Kumari M Kumari Meena M Institute for Social and Economic Research, University of Essex, Colchester, UK.
Kutalik Z Kutalik Zoltan Z Swiss Institute of Bioinformatics, Lausanne, Switzerland.
Laakso M Laakso Markku M Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.
Lange LA Lange Leslie A LA Department of Medicine, University of Colorado at Denver, Aurora, CO, USA.
Langenberg C Langenberg Claudia C Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany.
Launer LJ Launer Lenore J LJ Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Le Marchand L Le Marchand Loic L Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA.
Lee H Lee Hyejin H Department of Internal Medicine, Ewha Womans University School of Medicine, Seoul, Republic of Korea.
Lee NR Lee Nanette R NR USC-Office of Population Studies Foundation, University of San Carlos, Cebu City, Philippines.
Lehtimäki T Lehtimäki Terho T Department of Clinical Chemistry, Finnish Cardiovascular Research Center - Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Li H Li Huaixing H Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai, China.
Li L Li Liming L Peking University Center for Public Health and Epidemic Preparedness and Response, Beijing, China.
Lieb W Lieb Wolfgang W Institute of Epidemiology and Biobank Popgen, Kiel University, Kiel, Germany.
Lin X Lin Xu X Key Laboratory of Systems Health Science of Zhejiang Province, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Hangzhou, China.
Lind L Lind Lars L Department of Medical Sciences, Uppsala University, Uppsala, Sweden.
Linneberg A Linneberg Allan A Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Liu CT Liu Ching-Ti CT Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
Liu J Liu Jianjun J Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.
Loeffler M Loeffler Markus M LIFE Research Center for Civilization Diseases, University of Leipzig, Medical Faculty, Leipzig, Germany.
London B London Barry B Division of Cardiovascular Medicine and Abboud Cardiovascular Research Center, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.
Lubitz SA Lubitz Steven A SA Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA.
Lye SJ Lye Stephen J SJ Alliance for Human Development, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada.
Mackey DA Mackey David A DA Lions Eye Institute, Centre for Ophthalmology and Vision Science, University of Western Australia, Perth, Western Australia, Australia.
Mägi R Mägi Reedik R Institute of Genomics, Estonian Genome Centre, University of Tartu, Tartu, Estonia.
Magnusson PKE Magnusson Patrik K E PKE Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Marcus GM Marcus Gregory M GM Division of Cardiology, University of California, San Francisco, San Francisco, CA, USA.
Vidal PM Vidal Pedro Marques PM University of Lausanne, Lausanne, Switzerland.
Martin NG Martin Nicholas G NG Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
März W März Winfried W Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria.
Matsuda F Matsuda Fumihiko F Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan.
McGarrah RW McGarrah Robert W RW Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC, USA.
McGue M McGue Matt M Department of Psychology, University of Minnesota, Minneapolis, MN, USA.
McKnight AJ McKnight Amy Jayne AJ Centre for Public Health, Queen's University of Belfast, Belfast, UK.
Medland SE Medland Sarah E SE Psychiatric Genetics, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.
Mellström D Mellström Dan D Geriatric Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
Metspalu A Metspalu Andres A Institute of Genomics, Estonian Genome Centre, University of Tartu, Tartu, Estonia.
Mitchell BD Mitchell Braxton D BD Geriatrics Research and Education Clinical Center, Baltimore Veterans Administration Medical Center, Baltimore, MD, USA.
Mitchell P Mitchell Paul P Centre for Vision Research and Department of Ophthalmology, Westmead Millennium Institute of Medical Research, University of Sydney, Sydney, New South Wales, Australia.
Mook-Kanamori DO Mook-Kanamori Dennis O DO Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands.
Morris AD Morris Andrew D AD Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK.
Mucci LA Mucci Lorelei A LA Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Munroe PB Munroe Patricia B PB NIHR Barts Cardiovascular Biomedical Research Centre, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Nalls MA Nalls Mike A MA Data Tecnica International, Glen Echo, MD, USA.
Nazarian S Nazarian Saman S Electrophysiology Section, Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Nelson AE Nelson Amanda E AE Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Neville MJ Neville Matt J MJ NIHR Oxford Biomedical Research Centre, Churchill Hospital, Oxford, UK.
Newton-Cheh C Newton-Cheh Christopher C Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA.
Nielsen CS Nielsen Christopher S CS Department of Pain Management and Research, Oslo University Hospital, Oslo, Norway.
Nöthen MM Nöthen Markus M MM Institute of Human Genetics, School of Medicine and University Hospital Bonn, Bonn, Germany.
Ohlsson C Ohlsson Claes C Sahlgrenska University Hospital, Department of Drug Treatment, Gothenburg, Sweden.
Oldehinkel AJ Oldehinkel Albertine J AJ Department of Psychiatry, Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Orozco L Orozco Lorena L Laboratorio de Inmunogenómica y Enfermedades Metabólicas, Instituto Nacional de Medicina Genómica, CDMX, Mexico City, Mexico.
Pahkala K Pahkala Katja K Paavo Nurmi Centre, Sports and Exercise Medicine Unit, Department of Physical Activity and Health, University of Turku, Turku, Finland.
Pajukanta P Pajukanta Päivi P Institute for Precision Health, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
Palmer CNA Palmer Colin N A CNA Pat MacPherson Centre for Pharmacogenetics and Pharmacogenomics, Division of Population Health and Genomics, School of Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, UK.
Parra EJ Parra Esteban J EJ Department of Anthropology, University of Toronto at Mississauga, Mississauga, Ontario, Canada.
Pattaro C Pattaro Cristian C Eurac Research, Institute for Biomedicine, Affiliated Institute of the University of Lübeck, Bolzano, Italy.
Pedersen O Pedersen Oluf O Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Pennell CE Pennell Craig E CE School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of Newcastle, New Lambton Heights, New South Wales, Australia.
Penninx BWJH Penninx Brenda W J H BWJH Department of Psychiatry, Amsterdam Public Health and Amsterdam Neuroscience, Amsterdam UMC and Vrije Universiteit, Amsterdam, The Netherlands.
Perusse L Perusse Louis L Centre Nutrition, Santé et Société (NUTRISS), Institute of Nutrition and Functional Foods, Université Laval, Québec City, Quebec, Canada.
Peters A Peters Annette A IBE-Chair of Epidemiology, LMU Munich, Neuherberg, Germany.
Peyser PA Peyser Patricia A PA Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Porteous DJ Porteous David J DJ Centre for Genomic and Experimental Medicine, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK.
Posthuma D Posthuma Danielle D Department of Complex Trait Genetics, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Power C Power Chris C Population, Policy and Practice, UCL Great Ormond Street Hospital Institute of Child Health, London, UK.
Pramstaller PP Pramstaller Peter P PP Eurac Research, Institute for Biomedicine, Affiliated Institute of the University of Lübeck, Bolzano, Italy.
Province MA Province Michael A MA Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St Louis, MO, USA.
Qi Q Qi Qibin Q Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA.
Qu J Qu Jia J The Eye Hospital, School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, China.
Rader DJ Rader Daniel J DJ Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Raitakari OT Raitakari Olli T OT Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland.
Ralhan S Ralhan Sarju S Hero DMC Heart Institute, Dyanand Medical College, Ludhiana, India.
Rallidis LS Rallidis Loukianos S LS Second Department of Cardiology, Medical School, National and Kapodistrian University of Athens, University General Hospital Attikon, Athens, Greece.
Rao DC Rao Dabeeru C DC Division of Biostatistics, Washington University School of Medicine, St Louis, MO, USA.
Redline S Redline Susan S Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Reilly DF Reilly Dermot F DF Genetics, Merck Sharp & Dohme, Kenilworth, NJ, USA.
Reiner AP Reiner Alexander P AP Department of Epidemiology, University of Washington, Seattle, WA, USA.
Rhee SY Rhee Sang Youl SY Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, Korea.
Ridker PM Ridker Paul M PM Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Rienstra M Rienstra Michiel M Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Ripatti S Ripatti Samuli S Department of Public Health, Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Ritchie MD Ritchie Marylyn D MD Department of Genetics, University of Pennsylvania, Philadelphia, PA, USA.
Roden DM Roden Dan M DM Departments of Medicine, Pharmacology, and Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
Rosendaal FR Rosendaal Frits R FR Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.
Rotter JI Rotter Jerome I JI The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, USA.
Rudan I Rudan Igor I Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK.
Rutters F Rutters Femke F Department of Epidemiology and Data Science, Amsterdam Public Health Institute, Amsterdam Cardiovascular Sciences Institute, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands.
Sabanayagam C Sabanayagam Charumathi C Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.
Saleheen D Saleheen Danish D Department of Cardiology and Department of Medicine, Columbia University, New York, NY, USA.
Salomaa V Salomaa Veikko V Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
Samani NJ Samani Nilesh J NJ NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.
Sanghera DK Sanghera Dharambir K DK Oklahoma Center for Neuroscience, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
Sattar N Sattar Naveed N Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK.
Schmidt B Schmidt Börge B Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Essen, Germany.
Schmidt H Schmidt Helena H Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Medical University of Graz, Graz, Austria.
Schmidt R Schmidt Reinhold R Clinical Division of Neurogeriatrics, Department of Neurology, Medical University of Graz, Graz, Austria.
Schulze MB Schulze Matthias B MB Institute of Nutritional Science, University of Potsdam, Nuthetal, Germany.
Schunkert H Schunkert Heribert H Deutsches Herzzentrum München, Cardiology, Deutsches Zentrum für Herz- und Kreislaufforschung (DZHK) - Munich Heart Alliance, and Technische Universität München, München, Germany.
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Scott RJ Scott Rodney J RJ School of Biomedical Science and Pharmacy, University of Newcastle, New Lambton Heights, New South Wales, Australia.
Sever P Sever Peter P National Heart and Lung Institute, Imperial College London, London, UK.
Shiroma EJ Shiroma Eric J EJ Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Shoemaker MB Shoemaker M Benjamin MB Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Shu XO Shu Xiao-Ou XO Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Simonsick EM Simonsick Eleanor M EM Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Sims M Sims Mario M Jackson Heart Study, Department of Medicine, University of Mississippi, Jackson, MS, USA.
Singh JR Singh Jai Rup JR Central University of Punjab, Bathinda, India.
Singleton AB Singleton Andrew B AB Laboratory of Neurogenetics, National Institute on Aging, National Institutes of Health, Bethesda, MD, USA.
Sinner MF Sinner Moritz F MF Department of Medicine I, University Hospital, LMU Munich, Munich, Germany.
Smith JG Smith J Gustav JG Wallenberg Center for Molecular Medicine and Lund University Diabetes Center, Lund University, Lund, Sweden.
Snieder H Snieder Harold H Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Spector TD Spector Tim D TD Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.
Stampfer MJ Stampfer Meir J MJ Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Stark KJ Stark Klaus J KJ Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.
Strachan DP Strachan David P DP Population Health Research Institute, St George's, University of London, London, UK.
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Tabara Y Tabara Yasuharu Y Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Tang H Tang Hua H Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.
Tardif JC Tardif Jean-Claude JC Department of Medicine, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada.
Thanaraj TA Thanaraj Thangavel A TA Department of Genetics and Bioinformatics, Dasman Diabetes Institute, Kuwait City, Kuwait.
Timpson NJ Timpson Nicholas J NJ Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Tönjes A Tönjes Anke A Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, Germany.
Tremblay A Tremblay Angelo A Centre Nutrition, Santé et Société (NUTRISS), Institute of Nutrition and Functional Foods, Université Laval, Québec City, Quebec, Canada.
Tuomi T Tuomi Tiinamaija T Folkhälsan Research Center, Helsinki, Finland.
Tuomilehto J Tuomilehto Jaakko J Diabetes Research Group, King Abdulaziz University, Jeddah, Saudi Arabia.
Tusié-Luna MT Tusié-Luna Maria-Teresa MT Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Uitterlinden AG Uitterlinden Andre G AG Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
van Dam RM van Dam Rob M RM Milken Institute School of Public Health, The George Washington University, Washington, DC, USA.
van der Harst P van der Harst Pim P Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
Van der Velde N Van der Velde Nathalie N Department Geriatric Medicine, Amsterdam Public Health, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands.
van Duijn CM van Duijn Cornelia M CM Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
van Schoor NM van Schoor Natasja M NM Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam, The Netherlands.
Vitart V Vitart Veronique V MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Völker U Völker Uwe U Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany.
Vollenweider P Vollenweider Peter P University of Lausanne, Lausanne, Switzerland.
Völzke H Völzke Henry H DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany.
Wacher-Rodarte NH Wacher-Rodarte Niels H NH Unidad de Investigación Médica en Epidemiología Clínica, Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
Walker M Walker Mark M Institute of Cellular Medicine, Newcastle University, Newcastle upon Tyne, UK.
Wang YX Wang Ya Xing YX Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing Ophthalmology and Visual Sciences Key Laboratory, Beijing, China.
Wareham NJ Wareham Nicholas J NJ MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK.
Watanabe RM Watanabe Richard M RM USC Diabetes and Obesity Research Institute, Keck School of Medicine of USC, Los Angeles, CA, USA.
Watkins H Watkins Hugh H Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK.
Weir DR Weir David R DR Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA.
Werge TM Werge Thomas M TM Lundbeck Foundation Center for GeoGenetics, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark.
Widen E Widen Elisabeth E Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Wilkens LR Wilkens Lynne R LR Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA.
Willemsen G Willemsen Gonneke G Department of Biological Psychology, Behaviour and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
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Wilson JF Wilson James F JF MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Wong TY Wong Tien-Yin TY Ophthalmology and Visual Sciences Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore, Singapore.
Woo JT Woo Jeong-Taek JT Department of Endocrinology and Metabolism, Kyung Hee University School of Medicine, Seoul, Korea.
Wright AF Wright Alan F AF MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Wu JY Wu Jer-Yuarn JY School of Chinese Medicine, China Medical University, Taichung, Taiwan.
Xu H Xu Huichun H Program for Personalized and Genomic Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.
Yajnik CS Yajnik Chittaranjan S CS Diabetes Unit, KEM Hospital and Research Centre, Pune, India.
Yokota M Yokota Mitsuhiro M Kurume University School of Medicine, Kurume, Japan.
Yuan JM Yuan Jian-Min JM Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Zeggini E Zeggini Eleftheria E TUM School of Medicine, Technical University of Munich and Klinikum Rechts der Isar, Munich, Germany.
Zemel BS Zemel Babette S BS Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Zheng W Zheng Wei W Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Zhu X Zhu Xiaofeng X Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA.
Zmuda JM Zmuda Joseph M JM Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
Zonderman AB Zonderman Alan B AB Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.
Zwart JA Zwart John-Anker JA Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.
23andMe Research Team
VA Million Veteran Program
DiscovEHR (DiscovEHR and MyCode Community Health Initiative)
eMERGE (Electronic Medical Records and Genomics Network)
Lifelines Cohort Study
PRACTICAL Consortium
Understanding Society Scientific Group
Chasman DI Chasman Daniel I DI Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Cho YS Cho Yoon Shin YS Department of Biomedical Science, Hallym University, Chuncheon, Republic of Korea.
Heid IM Heid Iris M IM Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.
McCarthy MI McCarthy Mark I MI Genentech, South San Francisco, CA, USA.
Ng MCY Ng Maggie C Y MCY Vanderbilt Genetics Institute, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
O'Donnell CJ O'Donnell Christopher J CJ Department of Medicine, Veterans Affairs Boston Healthcare System, Boston, MA, USA.
Rivadeneira F Rivadeneira Fernando F Department of Internal Medicine, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Thorsteinsdottir U Thorsteinsdottir Unnur U Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Sun YV Sun Yan V YV Atlanta VA Health Care System, Decatur, GA, USA.
Tai ES Tai E Shyong ES Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.
Boehnke M Boehnke Michael M Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Deloukas P Deloukas Panos P Princess Al-Jawhara Al-Brahim Centre of Excellence in Research of Hereditary Disorders (PACER-HD), King Abdulaziz University, Jeddah, Saudi Arabia.
Justice AE Justice Anne E AE Department of Population Health Sciences, Geisinger, Danville, PA, USA.
Lindgren CM Lindgren Cecilia M CM Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
Loos RJF Loos Ruth J F RJF The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Mohlke KL Mohlke Karen L KL Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
North KE North Kari E KE Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Stefansson K Stefansson Kari K Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Walters RG Walters Robin G RG MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
Winkler TW Winkler Thomas W TW Department of Genetic Epidemiology, University of Regensburg, Regensburg, Germany.
Young KL Young Kristin L KL Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Loh PR Loh Po-Ru PR Department of Medicine, Harvard Medical School, Boston, MA, USA.
Yang J Yang Jian J Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.
Esko T Esko Tõnu T Institute of Genomics, Estonian Genome Centre, University of Tartu, Tartu, Estonia.
Assimes TL Assimes Themistocles L TL Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
Auton A Auton Adam A 23andMe, Sunnyvale, CA, USA.
Abecasis GR Abecasis Goncalo R GR Department of Biostatistics and Center for Statistical Genetics, University of Michigan School of Public Health, Ann Arbor, MI, USA.
Willer CJ Willer Cristen J CJ Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA.
Locke AE Locke Adam E AE McDonnell Genome Institute and Department of Medicine, Washington University School of Medicine, St Louis, MO, USA.
Berndt SI Berndt Sonja I SI Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA.
Lettre G Lettre Guillaume G Department of Medicine, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada.
Frayling TM Frayling Timothy M TM Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK.
Okada Y Okada Yukinori Y Department of Genome Informatics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan. yokada@sg.med.osaka-u.ac.jp.
Wood AR Wood Andrew R AR Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK. A.R.Wood@exeter.ac.uk.
Visscher PM Visscher Peter M PM Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia. peter.visscher@uq.edu.au.
Hirschhorn JN Hirschhorn Joel N JN Departments of Pediatrics and Genetics, Harvard Medical School, Boston, MA, USA. Joel.Hirschhorn@childrens.harvard.edu.
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TITLE: Nature
ISOABBREVIATION: Nature
YEAR: 2022
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ISSN: 1476-4687
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