19
|
Elks CE, Perry JR, Sulem P, Chasman DI, Franceschini N, He C, Lunetta KL, Visser JA, Byrne EM, Cousminer DL, Gudbjartsson DF, Esko T, Feenstra B, Hottenga JJ, Koller DL, Kutalik Z, Lin P, Mangino M, Marongiu M, McArdle PF, Smith AV, Stolk L, van Wingerden SW, Zhao JH, Albrecht E, Corre T, Ingelsson E, Hayward C, Magnusson PK, Smith EN, Ulivi S, Warrington NM, Zgaga L, Alavere H, Amin N, Aspelund T, Bandinelli S, Barroso I, Berenson GS, Bergmann S, Blackburn H, Boerwinkle E, Buring JE, Busonero F, Campbell H, Chanock SJ, Chen W, Cornelis MC, Couper D, Coviello AD, d’Adamo P, de Faire U, de Geus EJ, Deloukas P, Döring A, Smith GD, Easton DF, Eiriksdottir G, Emilsson V, Eriksson J, Ferrucci L, Folsom AR, Foroud T, Garcia M, Gasparini P, Geller F, Gieger C, Gudnason V, Hall P, Hankinson SE, Ferreli L, Heath AC, Hernandez DG, Hofman A, Hu FB, Illig T, Järvelin MR, Johnson AD, Karasik D, Khaw KT, Kiel DP, Kilpeläinen TO, Kolcic I, Kraft P, Launer LJ, Laven JS, Li S, Liu J, Levy D, Martin NG, McArdle WL, Melbye M, Mooser V, Murray JC, Murray SS, Nalls MA, Navarro P, Nelis M, Ness AR, Northstone K, et alElks CE, Perry JR, Sulem P, Chasman DI, Franceschini N, He C, Lunetta KL, Visser JA, Byrne EM, Cousminer DL, Gudbjartsson DF, Esko T, Feenstra B, Hottenga JJ, Koller DL, Kutalik Z, Lin P, Mangino M, Marongiu M, McArdle PF, Smith AV, Stolk L, van Wingerden SW, Zhao JH, Albrecht E, Corre T, Ingelsson E, Hayward C, Magnusson PK, Smith EN, Ulivi S, Warrington NM, Zgaga L, Alavere H, Amin N, Aspelund T, Bandinelli S, Barroso I, Berenson GS, Bergmann S, Blackburn H, Boerwinkle E, Buring JE, Busonero F, Campbell H, Chanock SJ, Chen W, Cornelis MC, Couper D, Coviello AD, d’Adamo P, de Faire U, de Geus EJ, Deloukas P, Döring A, Smith GD, Easton DF, Eiriksdottir G, Emilsson V, Eriksson J, Ferrucci L, Folsom AR, Foroud T, Garcia M, Gasparini P, Geller F, Gieger C, Gudnason V, Hall P, Hankinson SE, Ferreli L, Heath AC, Hernandez DG, Hofman A, Hu FB, Illig T, Järvelin MR, Johnson AD, Karasik D, Khaw KT, Kiel DP, Kilpeläinen TO, Kolcic I, Kraft P, Launer LJ, Laven JS, Li S, Liu J, Levy D, Martin NG, McArdle WL, Melbye M, Mooser V, Murray JC, Murray SS, Nalls MA, Navarro P, Nelis M, Ness AR, Northstone K, Oostra BA, Peacock M, Palmer LJ, Palotie A, Paré G, Parker AN, Pedersen NL, Peltonen L, Pennell CE, Pharoah P, Polasek O, Plump AS, Pouta A, Porcu E, Rafnar T, Rice JP, Ring SM, Rivadeneira F, Rudan I, Sala C, Salomaa V, Sanna S, Schlessinger D, Schork NJ, Scuteri A, Segrè AV, Shuldiner AR, Soranzo N, Sovio U, Srinivasan SR, Strachan DP, Tammesoo ML, Tikkanen E, Toniolo D, Tsui K, Tryggvadottir L, Tyrer J, Uda M, van Dam RM, van Meurs JB, Vollenweider P, Waeber G, Wareham NJ, Waterworth DM, Weedon MN, Wichmann HE, Willemsen G, Wilson JF, Wright AF, Young L, Zhai G, Zhuang WV, Bierut LJ, Boomsma DI, Boyd HA, Crisponi L, Demerath EW, van Duijn CM, Econs MJ, Harris TB, Hunter DJ, Loos RJ, Metspalu A, Montgomery GW, Ridker PM, Spector TD, Streeten EA, Stefansson K, Thorsteinsdottir U, Uitterlinden AG, Widen E, Murabito JM, Ong KK, Murray A. Thirty new loci for age at menarche identified by a meta-analysis of genome-wide association studies. Nat Genet 2010; 42:1077-85. [PMID: 21102462 PMCID: PMC3140055 DOI: 10.1038/ng.714] [Show More Authors] [Citation(s) in RCA: 375] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2010] [Accepted: 10/19/2010] [Indexed: 02/02/2023]
Abstract
To identify loci for age at menarche, we performed a meta-analysis of 32 genome-wide association studies in 87,802 women of European descent, with replication in up to 14,731 women. In addition to the known loci at LIN28B (P = 5.4 × 10⁻⁶⁰) and 9q31.2 (P = 2.2 × 10⁻³³), we identified 30 new menarche loci (all P < 5 × 10⁻⁸) and found suggestive evidence for a further 10 loci (P < 1.9 × 10⁻⁶). The new loci included four previously associated with body mass index (in or near FTO, SEC16B, TRA2B and TMEM18), three in or near other genes implicated in energy homeostasis (BSX, CRTC1 and MCHR2) and three in or near genes implicated in hormonal regulation (INHBA, PCSK2 and RXRG). Ingenuity and gene-set enrichment pathway analyses identified coenzyme A and fatty acid biosynthesis as biological processes related to menarche timing.
Collapse
Affiliation(s)
- Cathy E. Elks
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - John R.B. Perry
- Genetics of Complex Traits, Peninsula Medical School, University of Exeter, UK
| | | | - Daniel I. Chasman
- Division of Preventive Medicine, Brigham and Women’s Hospital, 900 Commonwealth Avenue East, Boston MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Nora Franceschini
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Chunyan He
- Department of Public Health, Indiana University School of Medicine, Indiana, USA
- Melvin and Bren Simon Cancer Center, Indiana University, Indiana, USA
| | - Kathryn L. Lunetta
- The National Heart Lung and Blood Institute’s Framingham Heart Study, Framingham, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Jenny A. Visser
- Department of Internal Medicine, Erasmus MC, Rotterdam, the Netherlands
| | - Enda M. Byrne
- Queensland Statistical Genetics, Queensland Institute of Medical Research, Brisbane, Australia
- The University of Queensland, Brisbane, Australia
| | - Diana L. Cousminer
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Finland
| | | | - Tõnu Esko
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Department of Biotechnology, Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
- Genotyping Core Facility, Estonian Biocenter, Tartu, Estonia
| | - Bjarke Feenstra
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Jouke-Jan Hottenga
- Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands
| | - Daniel L. Koller
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indiana, USA
| | - Zoltán Kutalik
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Peng Lin
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Massimo Mangino
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Mara Marongiu
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | - Patrick F. McArdle
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Albert V. Smith
- Icelandic Heart Association, Kopavogur, Iceland
- University of Iceland, Reykjavik, Iceland
| | - Lisette Stolk
- Department of Internal Medicine, Erasmus MC, Rotterdam, the Netherlands
- Netherlands Consortium of Healthy Aging, Rotterdam, the Netherlands
| | - Sophie W. van Wingerden
- Genetic-Epidemiology Unit, Department of Epidemiology and Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Jing Hua Zhao
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - Eva Albrecht
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Tanguy Corre
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Erik Ingelsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Caroline Hayward
- MRC Human Genetics Unit; Institute of Genetics and Molecular Medicine, Western General Hospital; Edinburgh, UK
| | - Patrik K.E. Magnusson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Erin N. Smith
- Scripps Genomic Medicine, The Scripps Translational Science Institute, and The Scripps Research Institute, La Jolla, CA, USA
| | - Shelia Ulivi
- Medical Genetics, Department of Reproductive Sciences and Development, University of Trieste, Trieste, Italy
| | - Nicole M. Warrington
- Centre for Genetic Epidemiology and Biostatistics University of Western Australia, Australia
| | - Lina Zgaga
- Centre for Population Health Sciences, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, Scotland
| | - Helen Alavere
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Najaf Amin
- Genetic-Epidemiology Unit, Department of Epidemiology and Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Thor Aspelund
- Icelandic Heart Association, Kopavogur, Iceland
- University of Iceland, Reykjavik, Iceland
| | | | - Ines Barroso
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | | | - Sven Bergmann
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | | | - Eric Boerwinkle
- Human Genetics Center, University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Julie E. Buring
- Division of Preventive Medicine, Brigham and Women’s Hospital, 900 Commonwealth Avenue East, Boston MA 02215, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
| | - Fabio Busonero
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | - Harry Campbell
- Centre for Population Health Sciences, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, Scotland
| | - Stephen J. Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD 20892, USA
| | - Wei Chen
- Tulane University, New Orleans, LA, USA
| | | | - David Couper
- Collaborative Studies Coordinating Center, Department of Biostatistics, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Andrea D. Coviello
- Sections of General Internal Medicine, Preventive Medicine and Endocrinology, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Pio d’Adamo
- Medical Genetics, Department of Reproductive Sciences and Development, University of Trieste, Trieste, Italy
| | - Ulf de Faire
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Eco J.C. de Geus
- Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands
| | | | - Angela Döring
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - George Davey Smith
- MRC Centre for Causal Analyses in Translational Epidemiology, Department of Social Medicine, University of Bristol, BS8 2BN, UK
| | - Douglas F. Easton
- Centre for Cancer Genetic Epidemiology, Departments of Oncology and Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | | | - Valur Emilsson
- MPRI, Merck & Co., Inc, 126 Lincoln Ave, Rahway, NJ 07065, USA
| | - Johan Eriksson
- National Institute for Health and Welfare, Finland
- Department of General Practice and Primary health Care, University of Helsinki, Finland
- Helsinki University Central Hospital, Unit of General Practice, Helsinki, Finland
- Folkhalsan Research Centre, Helsinki, Finland
| | - Luigi Ferrucci
- Longitudinal Studies Section, Clinical Research Branch, National Institute on Aging, Baltimore, Maryland, USA
| | - Aaron R. Folsom
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indiana, USA
| | - Melissa Garcia
- Laboratory of Epidemiology, Demography, and Biometry, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, USA
| | - Paolo Gasparini
- Medical Genetics, Department of Reproductive Sciences and Development, University of Trieste, Trieste, Italy
| | - Frank Geller
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Christian Gieger
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | | | - Vilmundur Gudnason
- Icelandic Heart Association, Kopavogur, Iceland
- University of Iceland, Reykjavik, Iceland
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Susan E. Hankinson
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, and Harvard Medical School, Boston, Massachusetts, USA
| | - Liana Ferreli
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | - Andrew C. Heath
- Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Dena G. Hernandez
- Laboratory of Neurogenetics, National Institute of Ageing, Bethesda, MD, USA
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands
| | - Frank B. Hu
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, and Harvard Medical School, Boston, Massachusetts, USA
| | - Thomas Illig
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
| | - Marjo-Riitta Järvelin
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | - Andrew D. Johnson
- The National Heart Lung and Blood Institute’s Framingham Heart Study, Framingham, MA, USA
- NHLBI Center for Population Studies, Bethesda, MD, USA
| | - David Karasik
- Hebrew SeniorLife Institute for Aging Research and Harvard Medical School, Boston, MA, USA
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Douglas P. Kiel
- Hebrew SeniorLife Institute for Aging Research and Harvard Medical School, Boston, MA, USA
| | - Tuomas O. Kilpeläinen
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - Ivana Kolcic
- Medical School; University of Zagreb; Zagreb, 10000; Croatia
| | - Peter Kraft
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, and Harvard Medical School, Boston, Massachusetts, USA
| | - Lenore J. Launer
- Laboratory of Epidemiology, Demography, and Biometry, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, USA
| | - Joop S.E. Laven
- Department of Obstetrics and Gynaecology, Erasmus MC, Rotterdam, the Netherlands
| | - Shengxu Li
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - Jianjun Liu
- Human Genetics, Genome Institute of Singapore, Singapore
| | - Daniel Levy
- The National Heart Lung and Blood Institute’s Framingham Heart Study, Framingham, MA, USA
- NHLBI Center for Population Studies, Bethesda, MD, USA
- Division of Cardiology, Boston University School of Medicine, USA
| | - Nicholas G. Martin
- Genetic Epidemiology, Queensland Institute of Medical Research, Brisbane, Australia
| | - Wendy L. McArdle
- Avon Longitudinal Study of Parents and Children (ALSPAC), Department of Social Medicine, University of Bristol, BS8 2BN, UK
| | - Mads Melbye
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Vincent Mooser
- Genetics Division, GlaxoSmithKline, King of Prussia, Pennsylvania, USA
| | | | - Sarah S. Murray
- Scripps Genomic Medicine, The Scripps Translational Science Institute, and The Scripps Research Institute, La Jolla, CA, USA
| | - Michael A. Nalls
- Laboratory of Neurogenetics, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, USA
| | - Pau Navarro
- MRC Human Genetics Unit; Institute of Genetics and Molecular Medicine, Western General Hospital; Edinburgh, UK
| | - Mari Nelis
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Department of Biotechnology, Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
- Genotyping Core Facility, Estonian Biocenter, Tartu, Estonia
| | - Andrew R. Ness
- Department of Oral and Dental Science, University of Bristol, BS1 2LY, UK
| | - Kate Northstone
- Avon Longitudinal Study of Parents and Children (ALSPAC), Department of Social Medicine, University of Bristol, BS8 2BN, UK
| | - Ben A. Oostra
- Genetic-Epidemiology Unit, Department of Epidemiology and Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Munro Peacock
- Department of Medicine, Indiana University School of Medicine, Indiana, USA
| | - Lyle J. Palmer
- Centre for Genetic Epidemiology and Biostatistics University of Western Australia, Australia
| | - Aarno Palotie
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Finland
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Guillaume Paré
- Division of Preventive Medicine, Brigham and Women’s Hospital, 900 Commonwealth Avenue East, Boston MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Genetic and Molecular Epidemiology Laboratory, McMaster University, 1200 Main St. W MDCL Rm. 3206, Hamilton, ON, L8N3Z5, Canada
| | - Alex N. Parker
- Amgen, 1 Kendall Square, Building 100, Cambridge, MA 02139, USA
| | - Nancy L. Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Leena Peltonen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Finland
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
- National Institute for Health and Welfare, Finland
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Craig E. Pennell
- School of Women’s and Infants’ Health, The University of Western Australia, Australia
| | - Paul Pharoah
- Centre for Cancer Genetic Epidemiology, Departments of Oncology and Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Ozren Polasek
- Medical School; University of Zagreb; Zagreb, 10000; Croatia
- Gen Info Ltd; Zagreb, 10000; Croatia
| | - Andrew S. Plump
- Cardiovascular Disease, Merck Research Laboratory, Rahway, NJ 07065, USA
| | - Anneli Pouta
- National Institute for Health and Welfare, Finland
| | - Eleonora Porcu
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | | | - John P. Rice
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Susan M. Ring
- Avon Longitudinal Study of Parents and Children (ALSPAC), Department of Social Medicine, University of Bristol, BS8 2BN, UK
| | - Fernando Rivadeneira
- Department of Internal Medicine, Erasmus MC, Rotterdam, the Netherlands
- Netherlands Consortium of Healthy Aging, Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands
| | - Igor Rudan
- Centre for Population Health Sciences, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, Scotland
- Croatian Centre for Global Health; University of Split Medical School; Split, 21000; Croatia
| | - Cinzia Sala
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | | | - Serena Sanna
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | - David Schlessinger
- Gerontology Research Center, National Institute on Aging, Baltimore, Maryland, USA
| | - Nicholas J. Schork
- Scripps Genomic Medicine, The Scripps Translational Science Institute, and The Scripps Research Institute, La Jolla, CA, USA
| | - Angelo Scuteri
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
- UOC Geriatria - Istituto Nazionale Ricovero e Cura per Anziani IRCCS – Rome, Italy
| | - Ayellet V. Segrè
- Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
- Department of Molecular Biology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alan R. Shuldiner
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, Maryland, USA
- Geriatric Research and Education Clinical Center, Veterans Administration Medical Center, Baltimore, Maryland, USA
| | - Nicole Soranzo
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
- Wellcome Trust Sanger Institute, Hinxton, Cambridge, UK
| | - Ulla Sovio
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
| | | | - David P. Strachan
- Division of Community Health Sciences, St. George’s, University of London, London, UK
| | | | - Emmi Tikkanen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Finland
- National Institute for Health and Welfare, Finland
| | - Daniela Toniolo
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Kim Tsui
- Amgen, 1 Kendall Square, Building 100, Cambridge, MA 02139, USA
| | | | - Jonathon Tyrer
- Centre for Cancer Genetic Epidemiology, Departments of Oncology and Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Manuela Uda
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | - Rob M. van Dam
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
- Departments of Epidemiology and Public Health and Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | - Peter Vollenweider
- Department of Internal Medicine, BH-10 Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Gerard Waeber
- Department of Internal Medicine, BH-10 Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Nicholas J. Wareham
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | | | - Michael N. Weedon
- Genetics of Complex Traits, Peninsula Medical School, University of Exeter, UK
| | - H. Erich Wichmann
- Institute of Epidemiology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig-Maximilians-Universität, Munich, Germany
- Klinikum Grosshadern, Munich, Germany
| | - Gonneke Willemsen
- Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands
| | - James F. Wilson
- Centre for Population Health Sciences, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, Scotland
| | - Alan F. Wright
- MRC Human Genetics Unit; Institute of Genetics and Molecular Medicine, Western General Hospital; Edinburgh, UK
| | - Lauren Young
- Amgen, 1 Kendall Square, Building 100, Cambridge, MA 02139, USA
| | - Guangju Zhai
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Wei Vivian Zhuang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Laura J. Bierut
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Dorret I. Boomsma
- Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands
| | - Heather A. Boyd
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Laura Crisponi
- Istituto di Neurogenetica e Neurofarmacologia, Consiglio Nazionale delle Ricerche, Cagliari, Italy
| | - Ellen W. Demerath
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Cornelia M. van Duijn
- Genetic-Epidemiology Unit, Department of Epidemiology and Department of Clinical Genetics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Michael J. Econs
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indiana, USA
- Department of Medicine, Indiana University School of Medicine, Indiana, USA
| | - Tamara B. Harris
- Laboratory of Epidemiology, Demography, and Biometry, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, USA
| | - David J. Hunter
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, MD 20892, USA
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
- Channing Laboratory, Department of Medicine, Brigham and Women’s Hospital, and Harvard Medical School, Boston, Massachusetts, USA
| | - Ruth J.F. Loos
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Department of Biotechnology, Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
- Genotyping Core Facility, Estonian Biocenter, Tartu, Estonia
| | - Grant W. Montgomery
- Molecular Epidemiology, Queensland Institute of Medical Research, Brisbane, Australia
| | - Paul M. Ridker
- Division of Preventive Medicine, Brigham and Women’s Hospital, 900 Commonwealth Avenue East, Boston MA 02215, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA
- Division of Cardiology, Brigham and Women’s Hospital
| | - Tim D. Spector
- Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK
| | - Elizabeth A. Streeten
- Division of Endocrinology, Diabetes and Nutrition, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Kari Stefansson
- deCODE Genetics, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Unnur Thorsteinsdottir
- deCODE Genetics, Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - André G. Uitterlinden
- Department of Internal Medicine, Erasmus MC, Rotterdam, the Netherlands
- Netherlands Consortium of Healthy Aging, Rotterdam, the Netherlands
- Department of Epidemiology, Erasmus MC, Rotterdam, the Netherlands
| | - Elisabeth Widen
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Finland
| | - Joanne M. Murabito
- The National Heart Lung and Blood Institute’s Framingham Heart Study, Framingham, MA, USA
- Sections of General Internal Medicine, Preventive Medicine and Endocrinology, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Ken K. Ong
- Medical Research Council (MRC) Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
- Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Anna Murray
- Genetics of Complex Traits, Peninsula Medical School, University of Exeter, UK
| |
Collapse
|