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Saxena R, Elbers C, Guo Y, Peter I, Gaunt T, Mega J, Lanktree M, Tare A, Castillo B, Li Y, Johnson T, Bruinenberg M, Gilbert-Diamond D, Rajagopalan R, Voight B, Balasubramanyam A, Barnard J, Bauer F, Baumert J, Bhangale T, Böhm B, Braund P, Burton P, Chandrupatla H, Clarke R, Cooper-DeHoff R, Crook E, Davey-Smith G, Day I, de Boer A, de Groot M, Drenos F, Ferguson J, Fox C, Furlong C, Gibson Q, Gieger C, Gilhuijs-Pederson L, Glessner J, Goel A, Gong Y, Grant S, Grobbee D, Hastie C, Humphries S, Kim C, Kivimaki M, Kleber M, Meisinger C, Kumari M, Langaee T, Lawlor D, Li M, Lobmeyer M, Maitland-van der Zee AH, Meijs M, Molony C, Morrow D, Murugesan G, Musani S, Nelson C, Newhouse S, O'Connell J, Padmanabhan S, Palmen J, Patel S, Pepine C, Pettinger M, Price T, Rafelt S, Ranchalis J, Rasheed A, Rosenthal E, Ruczinski I, Shah S, Shen H, Silbernagel G, Smith E, Spijkerman A, Stanton A, Steffes M, Thorand B, Trip M, van der Harst P, van der A D, van Iperen E, van Setten J, van Vliet-Ostaptchouk J, Verweij N, Wolffenbuttel B, Young T, Zafarmand M, Zmuda J, Boehnke M, Altshuler D, McCarthy M, Kao W, Pankow J, Cappola T, Sever P, Poulter N, Caulfield M, Dominiczak A, Shields D, Bhatt DL, Zhang L, Curtis S, Danesh J, Casas J, van der Schouw Y, Onland-Moret N, Doevendans P, Dorn G, Farrall M, FitzGerald G, Hamsten A, Hegele R, Hingorani A, Hofker M, Huggins G, Illig T, Jarvik G, Johnson J, Klungel O, Knowler W, Koenig W, März W, Meigs J, Melander O, Munroe P, Mitchell B, Bielinski S, Rader D, Reilly M, Rich S, Rotter J, Saleheen D, Samani N, Schadt E, Shuldiner A, Silverstein R, Kottke-Marchant K, Talmud P, Watkins H, Asselbergs FW, de Bakker P, McCaffery J, Wijmenga C, Sabatine M, Wilson J, Reiner A, Bowden D, Hakonarson H, Siscovick D, Keating B. Large-scale gene-centric meta-analysis across 39 studies identifies type 2 diabetes loci. Am J Hum Genet 2012; 90:410-25. [PMID: 22325160 PMCID: PMC3309185 DOI: 10.1016/j.ajhg.2011.12.022] [Citation(s) in RCA: 195] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2011] [Revised: 12/06/2011] [Accepted: 12/31/2011] [Indexed: 01/12/2023] Open
Abstract
To identify genetic factors contributing to type 2 diabetes (T2D), we performed large-scale meta-analyses by using a custom ∼50,000 SNP genotyping array (the ITMAT-Broad-CARe array) with ∼2000 candidate genes in 39 multiethnic population-based studies, case-control studies, and clinical trials totaling 17,418 cases and 70,298 controls. First, meta-analysis of 25 studies comprising 14,073 cases and 57,489 controls of European descent confirmed eight established T2D loci at genome-wide significance. In silico follow-up analysis of putative association signals found in independent genome-wide association studies (including 8,130 cases and 38,987 controls) performed by the DIAGRAM consortium identified a T2D locus at genome-wide significance (GATAD2A/CILP2/PBX4; p = 5.7 × 10(-9)) and two loci exceeding study-wide significance (SREBF1, and TH/INS; p < 2.4 × 10(-6)). Second, meta-analyses of 1,986 cases and 7,695 controls from eight African-American studies identified study-wide-significant (p = 2.4 × 10(-7)) variants in HMGA2 and replicated variants in TCF7L2 (p = 5.1 × 10(-15)). Third, conditional analysis revealed multiple known and novel independent signals within five T2D-associated genes in samples of European ancestry and within HMGA2 in African-American samples. Fourth, a multiethnic meta-analysis of all 39 studies identified T2D-associated variants in BCL2 (p = 2.1 × 10(-8)). Finally, a composite genetic score of SNPs from new and established T2D signals was significantly associated with increased risk of diabetes in African-American, Hispanic, and Asian populations. In summary, large-scale meta-analysis involving a dense gene-centric approach has uncovered additional loci and variants that contribute to T2D risk and suggests substantial overlap of T2D association signals across multiple ethnic groups.
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Affiliation(s)
- Richa Saxena
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA
- Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Clara C. Elbers
- Department of Genetics, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA
- Complex Genetics Section, Department of Medical Genetics, University Medical Center Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Yiran Guo
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- BGI Shenzhen, Beishan Industrial Zone, Yantian District, Shenzhen 518083, China
| | - Inga Peter
- Department of Genetics and Genomic Sciences, Mount Sinai School of Medicine, New York, NY 10029 USA
| | - Tom R. Gaunt
- Medical Research Council Centre for Causal Analyses in Translational Epidemiology, Department of Social Medicine, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK
| | - Jessica L. Mega
- Thrombolysis in Myocardial Infarction Study Group, Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 021155 USA
| | - Matthew B. Lanktree
- Department of Biochemistry, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Archana Tare
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA
| | - Berta Almoguera Castillo
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Servicio de Genética Instituto de Investigación Sanitaria-Fundación Jiménez Díaz, Avda. Reyes Católicos 228040, Madrid, Spain
| | - Yun R. Li
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Toby Johnson
- Clinical Pharmacology, Barts and the London Genome Centre, Queen Mary University of London, London EC1M 6BQ, UK
- William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, London EC1M 6BQ, UK
| | - Marcel Bruinenberg
- LifeLines Cohort Study and Biobank, University Medical Center Groningen, University of Groningen, the Netherlands
| | - Diane Gilbert-Diamond
- Children's Environmental Health and Disease Prevention Center at Dartmouth, Hanover, NH 03755, USA
- Section of Biostatistics and Epidemiology, Department of Community and Family Medicine, Dartmouth Medical School, Hanover, NH 03756, USA
| | | | - Benjamin F. Voight
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA
| | - Ashok Balasubramanyam
- Translational Metabolism Unit, Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX 77030, USA
| | - John Barnard
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Florianne Bauer
- Complex Genetics Section, Department of Medical Genetics, University Medical Center Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Jens Baumert
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Tushar Bhangale
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Bernhard O. Böhm
- Cardiology Group Frankfurt-Sachsenhausen, Frankfurt 60598, Germany
| | - Peter S. Braund
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester, LE3 9QP, UK
| | - Paul R. Burton
- Department of Health Sciences, University of Leicester, University Rd, Leicester LE1 7RH, UK
| | - Hareesh R. Chandrupatla
- Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Robert Clarke
- Clinical Trial Service Unit, Richard Doll Building, Old Road Campus, Roosevelt Drive, Oxford OX37LF, UK
| | - Rhonda M. Cooper-DeHoff
- Department of Pharmacotherapy and Translational Research, University of Florida College of Pharmacy, Gainesville, FL 32610, USA
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, FL 32610, USA
| | | | - George Davey-Smith
- Medical Research Council Centre for Causal Analyses in Translational Epidemiology, Department of Social Medicine, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK
| | - Ian N. Day
- Medical Research Council Centre for Causal Analyses in Translational Epidemiology, Department of Social Medicine, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK
| | - Anthonius de Boer
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Mark C.H. de Groot
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Fotios Drenos
- Centre for Cardiovascular Genetics, Department of Medicine, University College London, 5 University Street, London, WC1E 6JF, UK
| | - Jane Ferguson
- Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Caroline S. Fox
- Framingham Heart Study, Boston University School of Medicine, Boston, MA 02118, USA
| | - Clement E. Furlong
- Department of Medicine (Medical Genetics), University of Washington, Seattle, WA 98195, USA
- Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA
| | - Quince Gibson
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Christian Gieger
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Lisa A. Gilhuijs-Pederson
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Joseph T. Glessner
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Anuj Goel
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Yan Gong
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, FL 32610, USA
| | - Struan F.A. Grant
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Diederick E. Grobbee
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Claire Hastie
- British Heart Foundation Glasgow Cardiovascular Research Centre, Division of Cardiovascular and Medical Sciences, Western Infirmary, University of Glasgow, Glasgow G12 8TA, UK
| | - Steve E. Humphries
- Centre for Cardiovascular Genetics, Department of Medicine, University College London, 5 University Street, London, WC1E 6JF, UK
| | - Cecilia E. Kim
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, UK
- Genetic Epidemiology Group, Department of Epidemiology and Public Health, University College London, London WC1E 6BT, UK
| | - Marcus Kleber
- LURIC Study, Freiburg im Breisgau 79098, Germany
- Synlab Center of Laboratory Diagnostics Heidelberg, Heidelberg 69037, Germany
| | - Christa Meisinger
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Meena Kumari
- Genetic Epidemiology Group, Department of Epidemiology and Public Health, University College London, London WC1E 6BT, UK
| | - Taimour Y. Langaee
- Department of Pharmacotherapy and Translational Research, University of Florida College of Pharmacy, Gainesville, FL 32610, USA
| | - Debbie A. Lawlor
- Medical Research Council Centre for Causal Analyses in Translational Epidemiology, Department of Social Medicine, University of Bristol, Oakfield House, Oakfield Grove, Bristol BS8 2BN, UK
| | - Mingyao Li
- Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Maximilian T. Lobmeyer
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, FL 32610, USA
| | - Anke-Hilse Maitland-van der Zee
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Matthijs F.L. Meijs
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Cliona M. Molony
- Department of Genetics, Rosetta Inpharmatics, Seattle, WA 98109, USA
| | - David A. Morrow
- Thrombolysis in Myocardial Infarction Study Group, Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 021155 USA
| | - Gurunathan Murugesan
- Department of Clinical Pathology, Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, OH 44106, USA
| | - Solomon K. Musani
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Christopher P. Nelson
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester, LE3 9QP, UK
| | - Stephen J. Newhouse
- Clinical Pharmacology, Barts and the London Genome Centre, Queen Mary University of London, London EC1M 6BQ, UK
- William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, London EC1M 6BQ, UK
| | - Jeffery R. O'Connell
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Sandosh Padmanabhan
- British Heart Foundation Glasgow Cardiovascular Research Centre, Division of Cardiovascular and Medical Sciences, Western Infirmary, University of Glasgow, Glasgow G12 8TA, UK
| | - Jutta Palmen
- Centre for Cardiovascular Genetics, Department of Medicine, University College London, 5 University Street, London, WC1E 6JF, UK
| | - Sanjey R. Patel
- Division of Sleep Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA
| | - Carl J. Pepine
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, FL 32610, USA
| | - Mary Pettinger
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Thomas S. Price
- Medical Research Council Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, London WC2R 2LS, UK
| | - Suzanne Rafelt
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester, LE3 9QP, UK
| | - Jane Ranchalis
- Department of Medicine (Medical Genetics), University of Washington, Seattle, WA 98195, USA
| | - Asif Rasheed
- Center for Non-Communicable Diseases, Karachi, Pakistan
| | - Elisabeth Rosenthal
- Department of Medicine (Medical Genetics), University of Washington, Seattle, WA 98195, USA
| | - Ingo Ruczinski
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Sonia Shah
- University College Genetics Institute, University College London, 5 University St London, WC1E 6BT, UK
| | - Haiqing Shen
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Günther Silbernagel
- Division of Endocrinology, Diabetology, Nephrology, Vascular Disease, and Clinical Chemistry, Department of Internal Medicine, Eberhard-Karls-University Tübingen, Tübingen 72074, Germany
| | | | | | - Alice Stanton
- Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Michael W. Steffes
- Department of Laboratory Medicine and Pathology, Medical School, University of Minnesota, Minneapolis, MN 55455, USA
| | - Barbara Thorand
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Mieke Trip
- Department of Vascular Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Pim van der Harst
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Genetics, University Medical Center Groningen and Groningen University, 9700 RB Groningen, The Netherlands
| | - Daphne L. van der A
- National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | | | - Jessica van Setten
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jana V. van Vliet-Ostaptchouk
- Molecular Genetics, Department of Pathology and Medical Biology, University Medical Center Groningen and University of Groningen, The Netherlands
- Department of Endocrinology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Niek Verweij
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Bruce H.R. Wolffenbuttel
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Taylor Young
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA
| | - M. Hadi Zafarmand
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joseph M. Zmuda
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, 130 DeSoto St, Pittsburgh, PA 15261, USA
| | | | | | - Michael Boehnke
- Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI 48109, USA
| | - David Altshuler
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA
- Department of Medicine, Harvard Medical School, Boston, MA, 02115, USA
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Mark McCarthy
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford OX3 7LJ, UK
| | - W.H. Linda Kao
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21287, USA
| | - James S. Pankow
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN 55454, USA
| | - Thomas P. Cappola
- Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Peter Sever
- International Centre for Circulatory Health, Imperial College London, London W2 1PG, UK
| | - Neil Poulter
- International Centre for Circulatory Health, Imperial College London, London W2 1PG, UK
| | - Mark Caulfield
- Clinical Pharmacology, Barts and the London Genome Centre, Queen Mary University of London, London EC1M 6BQ, UK
- William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, London EC1M 6BQ, UK
| | - Anna Dominiczak
- British Heart Foundation Glasgow Cardiovascular Research Centre, Division of Cardiovascular and Medical Sciences, Western Infirmary, University of Glasgow, Glasgow G12 8TA, UK
| | - Denis C. Shields
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin 4, Ireland
| | | | - Li Zhang
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA
| | - Sean P. Curtis
- Merck Research Laboratories, P.O. Box 2000, Rahway, NJ 07065, USA
| | - John Danesh
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, CB1 8RN, UK
| | - Juan P. Casas
- Department of Epidemiology and Public Health, University College London, London, UK
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Yvonne T. van der Schouw
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - N. Charlotte Onland-Moret
- Complex Genetics Section, Department of Medical Genetics, University Medical Center Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
| | - Pieter A. Doevendans
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerald W. Dorn
- Washington University Center for Pharmacogenetics, 660 S. Euclid Ave, Campus Box 8220, St. Louis, MO 63110, USA
| | - Martin Farrall
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Department of Cardiovascular Medicine, University of Oxford, Level 6 West Wing, John Radcliffe Hospital, Headley Way, Headington, Oxford OX3 9DU, UK
| | - Garret A. FitzGerald
- The Institute for Translational Medicine and Therapeutics, School of Medicine, University of Pennsylvania, Philadelphia, PA 19146, USA
| | - Anders Hamsten
- Cardiovascular Genetics Group, Atherosclerosis Research Unit, Department of Medicine Solna, Karolinska Institutet, SE-17176 Stockholm, Sweden
| | - Robert Hegele
- Department of Biochemistry, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Aroon D. Hingorani
- Centre for Clinical Pharmacology, Department of Medicine, University College London, London WC1E 6JF, UK
| | - Marten H. Hofker
- University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Gordon S. Huggins
- Molecular Cardiology Research Institute, Center for Translational Genomics, Tufts Medical Center and Tufts University, Boston, MA 02114, USA
| | - Thomas Illig
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Hannover Unified Biobank, Hannover Medical School, 30625 Hannover, Germany
| | - Gail P. Jarvik
- Department of Medicine (Medical Genetics), University of Washington, Seattle, WA 98195, USA
| | - Julie A. Johnson
- Department of Pharmacotherapy and Translational Research, University of Florida College of Pharmacy, Gainesville, FL 32610, USA
- Division of Cardiovascular Medicine, University of Florida College of Medicine, Gainesville, FL 32610, USA
| | - Olaf H. Klungel
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - William C. Knowler
- National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ 85104, USA
| | - Wolfgang Koenig
- Department of Internal Medicine II-Cardiology, University of Ulm Medical Center, Ulm, Germany
| | - Winfried März
- Synlab Center of Laboratory Diagnostics Heidelberg, Heidelberg 69037, Germany
- Mannheim Institute of Public Health, Social and Preventive Medicine, Medical Faculty Mannheim, University of Heidelberg D-68167 Mannheim, Germany
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, 8010 Graz, Austria
| | - James B. Meigs
- Department of Medicine, Harvard Medical School, Boston, MA, 02115, USA
- General Medicine Division, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Olle Melander
- Clinical Research Center, Malmö University Hospital, Malmö SE-205 02, Sweden
| | - Patricia B. Munroe
- Clinical Pharmacology, Barts and the London Genome Centre, Queen Mary University of London, London EC1M 6BQ, UK
- William Harvey Research Institute, Barts and the London School of Medicine, Queen Mary University of London, London EC1M 6BQ, UK
| | - Braxton D. Mitchell
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Susan J. Bielinski
- Division of Epidemiology, Mayo Clinic College of Medicine, Rochester, MN 55905, USA
| | - Daniel J. Rader
- Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Muredach P. Reilly
- Cardiovascular Institute, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - Stephen S. Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA 22902, USA
| | - Jerome I. Rotter
- Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Danish Saleheen
- Center for Non-Communicable Diseases, Karachi, Pakistan
- Merck Research Laboratories, P.O. Box 2000, Rahway, NJ 07065, USA
| | - Nilesh J. Samani
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester, LE3 9QP, UK
| | | | - Alan R. Shuldiner
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Roy Silverstein
- Department of Cell Biology, Lerner Research Institute, Cleveland Clinic Foundation, Department of Molecular Medicine, Cleveland Clinic Lerner College of Medicine, Case Western Reserve University, 9500 Euclid Avenue Cleveland, OH 44195, USA
| | | | - Philippa J. Talmud
- Centre for Cardiovascular Genetics, Department of Medicine, University College London, 5 University Street, London, WC1E 6JF, UK
| | - Hugh Watkins
- Washington University Center for Pharmacogenetics, 660 S. Euclid Ave, Campus Box 8220, St. Louis, MO 63110, USA
| | - Folkert W. Asselbergs
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
- Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Paul I.W. de Bakker
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA
- Complex Genetics Section, Department of Medical Genetics, University Medical Center Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, The Netherlands
- Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Jeanne McCaffery
- Weight Control and Diabetes Research Center, The Miriam Hospital and Warren Alpert School of Medicine at Brown University, Providence, RI 02906, USA
| | - Cisca Wijmenga
- Department of Genetics, University Medical Center Groningen and Groningen University, 9700 RB Groningen, The Netherlands
| | - Marc S. Sabatine
- Thrombolysis in Myocardial Infarction Study Group, Cardiovascular Division, Brigham and Women's Hospital, Boston, MA 021155 USA
| | - James G. Wilson
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Alex Reiner
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Donald W. Bowden
- Center for Human Genomics, Wake Forest University School of Medicine, Winston-Salem, NC 27106, USA
| | - Hakon Hakonarson
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Division of Human Genetics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Pediatrics, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
| | - David S. Siscovick
- Cardiovascular Health Research Unit, Departments of Medicine and Epidemiology, University of Washington, Seattle, WA 98101, USA
| | - Brendan J. Keating
- Center for Applied Genomics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Division of Human Genetics, Abramson Research Center, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Pediatrics, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
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