Determinants of penetrance and variable expressivity in monogenic metabolic conditions across 77,184 exomes.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
09 06 2021
Historique:
received: 01 12 2020
accepted: 27 04 2021
entrez: 10 6 2021
pubmed: 11 6 2021
medline: 23 6 2021
Statut: epublish

Résumé

Hundreds of thousands of genetic variants have been reported to cause severe monogenic diseases, but the probability that a variant carrier develops the disease (termed penetrance) is unknown for virtually all of them. Additionally, the clinical utility of common polygenetic variation remains uncertain. Using exome sequencing from 77,184 adult individuals (38,618 multi-ancestral individuals from a type 2 diabetes case-control study and 38,566 participants from the UK Biobank, for whom genotype array data were also available), we apply clinical standard-of-care gene variant curation for eight monogenic metabolic conditions. Rare variants causing monogenic diabetes and dyslipidemias display effect sizes significantly larger than the top 1% of the corresponding polygenic scores. Nevertheless, penetrance estimates for monogenic variant carriers average 60% or lower for most conditions. We assess epidemiologic and genetic factors contributing to risk prediction in monogenic variant carriers, demonstrating that inclusion of polygenic variation significantly improves biomarker estimation for two monogenic dyslipidemias.

Identifiants

pubmed: 34108472
doi: 10.1038/s41467-021-23556-4
pii: 10.1038/s41467-021-23556-4
pmc: PMC8190084
doi:

Substances chimiques

Biomarkers 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

3505

Subventions

Organisme : NIDDK NIH HHS
ID : R01 DK093757
Pays : United States
Organisme : NIDDK NIH HHS
ID : R56 DK062370
Pays : United States
Organisme : NIDDK NIH HHS
ID : K23 DK114551
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK072193
Pays : United States
Organisme : Medical Research Council
ID : MC_PC_13040
Pays : United Kingdom
Organisme : NIDDK NIH HHS
ID : P30 DK020541
Pays : United States
Organisme : NIDDK NIH HHS
ID : UM1 DK078616
Pays : United States
Organisme : Medical Research Council
ID : MC_QA137853
Pays : United Kingdom
Organisme : NIDDK NIH HHS
ID : R01 DK125490
Pays : United States
Organisme : NIDDK NIH HHS
ID : K24 DK110550
Pays : United States
Organisme : Medical Research Council
ID : MC_PC_17228
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/M501633/1
Pays : United Kingdom
Organisme : NICHD NIH HHS
ID : K12 HD052896
Pays : United States
Organisme : NHGRI NIH HHS
ID : R01 HG006399
Pays : United States
Organisme : NIDDK NIH HHS
ID : K99 DK127196
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK062370
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL105756
Pays : United States
Organisme : NIDDK NIH HHS
ID : U01 DK062370
Pays : United States
Organisme : NIDDK NIH HHS
ID : U01 DK105554
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK020572
Pays : United States
Organisme : NIDDK NIH HHS
ID : P60 DK020541
Pays : United States

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Auteurs

Julia K Goodrich (JK)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Moriel Singer-Berk (M)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Rachel Son (R)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Abigail Sveden (A)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Jordan Wood (J)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Eleina England (E)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Joanne B Cole (JB)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Ben Weisburd (B)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Nick Watts (N)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Lizz Caulkins (L)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Peter Dornbos (P)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Ryan Koesterer (R)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Zachary Zappala (Z)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Haichen Zhang (H)

School of Medicine, University of Maryland Baltimore, Baltimore, MD, USA.

Kristin A Maloney (KA)

School of Medicine, University of Maryland Baltimore, Baltimore, MD, USA.

Andy Dahl (A)

Department of Neurology, UCLA, Los Angeles, CA, USA.

Carlos A Aguilar-Salinas (CA)

Instituto Nacional de Ciencias Medicas y Nutricion, Mexico City, Mexico.

Gil Atzmon (G)

Department of Medicine, Albert Einstein College of Medicine, New York, NY, USA.
Faculty of Natural Science, University of Haifa, Haifa, Israel.
Department of Genetics, Albert Einstein College of Medicine, New York, NY, USA.

Francisco Barajas-Olmos (F)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Nir Barzilai (N)

Department of Medicine, Albert Einstein College of Medicine, New York, NY, USA.
Department of Genetics, Albert Einstein College of Medicine, New York, NY, USA.

John Blangero (J)

Department of Human Genetics and South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley, Brownsville and Edinburg, TX, USA.

Eric Boerwinkle (E)

Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA.
Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA.

Lori L Bonnycastle (LL)

Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA.

Erwin Bottinger (E)

The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Donald W Bowden (DW)

Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA.

Federico Centeno-Cruz (F)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

John C Chambers (JC)

Department of Epidemiology and Biostatistics, Imperial College London, London, UK.
Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.

Nathalie Chami (N)

The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
The Mindich Child Health and Development Institute, Ichan School of Medicine at Mount Sinai, New York, NY, USA.

Edmund Chan (E)

Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.

Juliana Chan (J)

Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
Chinese University of Hong Kong-Shanghai Jiao Tong University Joint Research Centre in Diabetes Genomics and Precision Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, China.
Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China.

Ching-Yu Cheng (CY)

Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.
Duke-NUS Medical School, Singapore, Singapore.

Yoon Shin Cho (YS)

Department of Biomedical Science, Hallym University, Chuncheon, South Korea.

Cecilia Contreras-Cubas (C)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Emilio Córdova (E)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Adolfo Correa (A)

Department of Medicine, University of Mississippi Medical Center, Jackson, MS, USA.

Ralph A DeFronzo (RA)

Department of Medicine, University of Texas Health San Antonio (aka University of Texas Health Science Center at San Antonio), San Antonio, TX, USA.

Ravindranath Duggirala (R)

Department of Human Genetics and South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley, Brownsville and Edinburg, TX, USA.

Josée Dupuis (J)

Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.

Ma Eugenia Garay-Sevilla (ME)

Department of Medical Science, División of Health Science, University of Guanjuato. Campus León. León, Guanjuato, Mexico.

Humberto García-Ortiz (H)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Christian Gieger (C)

Research Unit Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
Institute of Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
German Center for Diabetes Research (DZD), Neuherberg, Germany.

Benjamin Glaser (B)

Endocrinology and Metabolism Service, Hadassah-Hebrew University Medical Center, Jerusalem, Israel.

Clicerio González-Villalpando (C)

Unidad de Investigacion en Diabetes y Riesgo Cardiovascular, Instituto Nacional de Salud Publica, Cuernavaca, Mexico.

Ma Elena Gonzalez (ME)

Centro de Estudios en Diabetes, Mexico City, Mexico.

Niels Grarup (N)

Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Leif Groop (L)

Department of Clinical Sciences, Diabetes and Endocrinology, Lund University Diabetes Centre, Malmö, Sweden.
Institute for Molecular Genetics Finland, University of Helsinki, Helsinki, Finland.

Myron Gross (M)

Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA.

Christopher Haiman (C)

Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA.

Sohee Han (S)

Division of Genome Research, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, South Korea.

Craig L Hanis (CL)

Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA.

Torben Hansen (T)

Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Nancy L Heard-Costa (NL)

Boston University and National Heart Lung and Blood Institute's Framingham Heart Study, Framingham, MA, USA.
Department of Neurology, Boston University School of Medicine, Boston, MA, USA.

Brian E Henderson (BE)

Department of Preventive Medicine, Keck School of Medicine of USC, Los Angeles, CA, USA.

Juan Manuel Malacara Hernandez (JMM)

Department of Medical Science, División of Health Science, University of Guanjuato. Campus León. León, Guanjuato, Mexico.

Mi Yeong Hwang (MY)

Division of Genome Research, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, South Korea.

Sergio Islas-Andrade (S)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Marit E Jørgensen (ME)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.
National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark.
Greenland Centre for Health Research, University of Greenland, Nuuk, Greenland.

Hyun Min Kang (HM)

Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.

Bong-Jo Kim (BJ)

Division of Genome Research, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, South Korea.

Young Jin Kim (YJ)

Division of Genome Research, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, South Korea.

Heikki A Koistinen (HA)

Department of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.
University of Helsinki and Department of Medicine, Helsinki University Central Hospital, Helsinki, Finland.
Minerva Foundation Institute for Medical Research, Helsinki, Finland.

Jaspal Singh Kooner (JS)

Department of Cardiology, Ealing Hospital, London North West Healthcare NHS Trust, London, UK.
MRC-PHE Centre for Environment and Health, Imperial College London, London, UK.
Imperial College Healthcare NHS Trust, Imperial College London, London, UK.
National Heart and Lung Institute, Imperial College London, London, UK.

Johanna Kuusisto (J)

Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.

Soo-Heon Kwak (SH)

Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea.

Markku Laakso (M)

Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.

Leslie Lange (L)

Department of Medicine, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA.

Jong-Young Lee (JY)

Oneomics Soonchunhyang Mirae Medical Center, Bucheon-si Gyeonggi-do, Republic of Korea.

Juyoung Lee (J)

Division of Genome Research, Center for Genome Science, National Institute of Health, Chungcheongbuk-do, South Korea.

Donna M Lehman (DM)

Department of Medicine, University of Texas Health San Antonio (aka University of Texas Health Science Center at San Antonio), San Antonio, TX, USA.

Allan Linneberg (A)

Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark.
Department of Clinical Experimental Research, Rigshospitalet, Copenhagen, Denmark.

Jianjun Liu (J)

Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.
Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Genome Institute of Singapore, Agency for Science Technology and Research, Singapore, Singapore.

Ruth J F Loos (RJF)

The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
The Mindich Child Health and Development Institute, Ichan School of Medicine at Mount Sinai, New York, NY, USA.

Valeriya Lyssenko (V)

Centro de Estudios en Diabetes, Mexico City, Mexico.
Department of Clinical Science, University of Bergen, Bergen, Norway.

Ronald C W Ma (RCW)

Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
Chinese University of Hong Kong-Shanghai Jiao Tong University Joint Research Centre in Diabetes Genomics and Precision Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, China.
Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China.

Angélica Martínez-Hernández (A)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

James B Meigs (JB)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Department of Medicine, Harvard Medical School, Boston, MA, USA.
Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA.

Thomas Meitinger (T)

Institute of Human Genetics, Technical University of Munich, Munich, Germany.
German Centre for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance, Munich, Germany.

Elvia Mendoza-Caamal (E)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Karen L Mohlke (KL)

Department of Genetics, University of North Carolina Chapel Hill, Chapel Hill, NC, USA.

Andrew D Morris (AD)

Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
Department of Biostatistics, University of Liverpool, Liverpool, UK.

Alanna C Morrison (AC)

Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA.

Maggie C Y Ng (MCY)

Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA.

Peter M Nilsson (PM)

Department of Clinical Sciences, Medicine, Lund University, Malmö, Sweden.

Christopher J O'Donnell (CJ)

Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
Section of Cardiology, Department of Medicine, VA Boston Healthcare, Boston, MA, USA.
Brigham and Women's Hospital, Boston, MA, USA.
Intramural Administration Management Branch, National Heart Lung and Blood Institute, NIH, Framingham, MA, USA.

Lorena Orozco (L)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Colin N A Palmer (CNA)

Pat Macpherson Centre for Pharmacogenetics and Pharmacogenomics, University of Dundee, Dundee, UK.

Kyong Soo Park (KS)

Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea.
Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea.
Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, South Korea.

Wendy S Post (WS)

Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, MD, USA.

Oluf Pedersen (O)

Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.

Michael Preuss (M)

The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Bruce M Psaty (BM)

Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services, University of Washington, Seattle, WA, USA.
Kaiser Permanente Washington Research Institute, Seattle, WA, USA.

Alexander P Reiner (AP)

Fred Hutchinson Cancer Research Center, Seattle, WA, USA.

Cristina Revilla-Monsalve (C)

Instituto Nacional de Medicina Genómica, Mexico City, Mexico.

Stephen S Rich (SS)

Center for Public Health Genomics, University of Virginia School of Medicine, Charlottesville, VA, USA.

Jerome I Rotter (JI)

The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation (formerly Los Angeles Biomedical Research Institute) at Harbor-UCLA Medical Center, Torrance, CA, USA.

Danish Saleheen (D)

Division of Translational Medicine and Human Genetics, University of Pennsylvania, Philadelphia, PA, USA.
Department of Biostatistics and Epidemiology, University of Pennsylvania, Philadelphia, PA, USA.
Center for Non-Communicable Diseases, Karachi, Pakistan.

Claudia Schurmann (C)

The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Digital Health Center, Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Str. 2-3, Potsdam, Germany.
Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, New York, NY, USA.

Xueling Sim (X)

Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.

Rob Sladek (R)

Department of Human Genetics, McGill University, Montreal, QC, Canada.
Division of Endocrinology and Metabolism, Department of Medicine, McGill University, Montreal, QC, Canada.
McGill University and Génome Québec Innovation Centre, Montreal, QC, Canada.

Kerrin S Small (KS)

Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.

Wing Yee So (WY)

Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
Chinese University of Hong Kong-Shanghai Jiao Tong University Joint Research Centre in Diabetes Genomics and Precision Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, China.

Timothy D Spector (TD)

Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.

Konstantin Strauch (K)

Institute of Genetic Epidemiology, Helmholtz Zentrum Munchen, German Research Center for Environmental Health, Neuherberg, Germany.
Institute for Medical Informatics Biometry and Epidemiology, Ludwig-Maximilians University, Munich, Germany.

Tim M Strom (TM)

Institute of Human Genetics, Technical University of Munich, Munich, Germany.
Institute of Human Genetics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.

E Shyong Tai (ES)

Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.
Duke-NUS Medical School, Singapore, Singapore.
Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.

Claudia H T Tam (CHT)

Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
Chinese University of Hong Kong-Shanghai Jiao Tong University Joint Research Centre in Diabetes Genomics and Precision Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong, China.

Yik Ying Teo (YY)

Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Life Sciences Institute, National University of Singapore, Singapore, Singapore.
Department of Statistics and Applied Probability, National University of Singapore, Singapore, Singapore.

Farook Thameem (F)

Department of Biochemistry, Faculty of Medicine, Health Science Center, Kuwait University, Safat, Kuwait.

Brian Tomlinson (B)

Faculty of Medicine, Macau University of Science & Technology, Macau, China.

Russell P Tracy (RP)

Department of Pathology and Laboratory Medicine, The Robert Larner M.D. College of Medicine, University of Vermont, Burlington, VT, USA.
Department of Biochemistry, The Robert Larner M.D. College of Medicine, University of Vermont, Burlington, VT, USA.

Tiinamaija Tuomi (T)

Department of Clinical Sciences, Diabetes and Endocrinology, Lund University Diabetes Centre, Malmö, Sweden.
Institute for Molecular Genetics Finland, University of Helsinki, Helsinki, Finland.
Folkhälsan Research Centre, Helsinki, Finland.
Department of Endocrinology, Abdominal Centre, Helsinki University Hospital, Helsinki, Finland.
Research Programs Unit, Clinical and Molecular Medicine, University of Helsinki, Helsinki, Finland.

Jaakko Tuomilehto (J)

Public Health Promotion Unit, Finnish Institute for Health and Welfare, Helsinki, Finland.
Department of Public Health, University of Helsinki, Helsinki, Finland.
Saudi Diabetes Research Group, King Abdulaziz University, Jeddah, Saudi Arabia.
Department of International Health, National School of Public Health, Instituto de Salud Carlos III, Madrid, Spain.

Teresa Tusié-Luna (T)

Unidad de Biología Molecular y Medicina Genómica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Departamento de Medicina Genómica y Toxiología Ambiental, Instituto de Investigaciones Biomédicas, UNAM, Mexico City, Mexico.

Rob M van Dam (RM)

Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.
Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
Department of Nutrition, Harvard School of Public Health, Boston, MA, USA.

Ramachandran S Vasan (RS)

Boston University and National Heart Lung and Blood Institute's Framingham Heart Study, Framingham, MA, USA.
Preventive Medicine & Epidemiology, and Cardiovascular Medicine, Medicine, Boston University School of Medicine, and Epidemiology, Boston University School of Public health, Boston, MA, USA.

James G Wilson (JG)

Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS, USA.

Daniel R Witte (DR)

Department of Public Health, Aarhus University, Aarhus, Denmark.
Danish Diabetes Academy, Odense, Denmark.

Tien-Yin Wong (TY)

Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore.
Duke-NUS Medical School, Singapore, Singapore.

Noël P Burtt (NP)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Noah Zaitlen (N)

Department of Neurology, UCLA, Los Angeles, CA, USA.

Mark I McCarthy (MI)

Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
Genentech, South San Francisco, CA, USA.

Michael Boehnke (M)

Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA.

Toni I Pollin (TI)

School of Medicine, University of Maryland Baltimore, Baltimore, MD, USA.

Jason Flannick (J)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, USA.
Department of Pediatrics, Harvard Medical School, Boston, MA, USA.

Josep M Mercader (JM)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
Department of Medicine, Harvard Medical School, Boston, MA, USA.

Anne O'Donnell-Luria (A)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, USA.
Department of Pediatrics, Harvard Medical School, Boston, MA, USA.

Samantha Baxter (S)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

Jose C Florez (JC)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
Department of Medicine, Harvard Medical School, Boston, MA, USA.

Daniel G MacArthur (DG)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Centre for Population Genomics, Garvan Institute of Medical Research, UNSW Sydney, Sydney, NSW, Australia.
Centre for Population Genomics, Murdoch Children's Research Institute, Melbourne, VIC, Australia.

Miriam S Udler (MS)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA. mudler@mgh.harvard.edu.
Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA. mudler@mgh.harvard.edu.
Department of Medicine, Harvard Medical School, Boston, MA, USA. mudler@mgh.harvard.edu.

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