Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility.

Jennifer Wessel, Audrey Y Chu, Sara M Willems, Shuai Wang, Hanieh Yaghootkar, Jennifer A Brody, Marco Dauriz, Marie-France Hivert, Sridharan Raghavan, Leonard Lipovich, Bertha Hidalgo, Keolu Fox, Jennifer E Huffman, Ping An, Yingchang Lu, Laura J Rasmussen-Torvik, Niels Grarup, Margaret G Ehm, Li Li, Abigail S Baldridge, Alena Stančáková, Ravinder Abrol, Céline Besse, Anne Boland, Jette Bork-Jensen, Myriam Fornage, Daniel F Freitag, Melissa E Garcia, Xiuqing Guo, Kazuo Hara, Aaron Isaacs, Johanna Jakobsdottir, Leslie A Lange, Jill C Layton, Man Li, Jing Hua Zhao, Karina Meidtner, Alanna C Morrison, Mike A Nalls, Marjolein J Peters, Maria Sabater-Lleal, Claudia Schurmann, Angela Silveira, Albert V Smith, Lorraine Southam, Marcus H Stoiber, Rona J Strawbridge, Kent D Taylor, Tibor V Varga, Kristine H Allin, Najaf Amin, Jennifer L Aponte, Tin Aung, Caterina Barbieri, Nathan A Bihlmeyer, Michael Boehnke, Cristina Bombieri, Donald W Bowden, Sean M Burns, Yuning Chen, Yii-DerI Chen, Ching-Yu Cheng, Adolfo Correa, Jacek Czajkowski, Abbas Dehghan, Georg B Ehret, Gudny Eiriksdottir, Stefan A Escher, Aliki-Eleni Farmaki, Mattias Frånberg, Giovanni Gambaro, Franco Giulianini, William A Goddard, Anuj Goel, Omri Gottesman, Megan L Grove, Stefan Gustafsson, Yang Hai, Göran Hallmans, Jiyoung Heo, Per Hoffmann, Mohammad K Ikram, Richard A Jensen, Marit E Jørgensen, Torben Jørgensen, Maria Karaleftheri, Chiea C Khor, Andrea Kirkpatrick, Aldi T Kraja, Johanna Kuusisto, Ethan M Lange, I T Lee, Wen-Jane Lee, Aaron Leong, Jiemin Liao, Chunyu Liu, Yongmei Liu, Cecilia M Lindgren, Allan Linneberg, Giovanni Malerba, Vasiliki Mamakou, Eirini Marouli, Nisa M Maruthur, Angela Matchan, Roberta McKean-Cowdin, Olga McLeod, Ginger A Metcalf, Karen L Mohlke, Donna M Muzny, Ioanna Ntalla, Nicholette D Palmer, Dorota Pasko, Andreas Peter, Nigel W Rayner, Frida Renström, Ken Rice, Cinzia F Sala, Bengt Sennblad, Ioannis Serafetinidis, Jennifer A Smith, Nicole Soranzo, Elizabeth K Speliotes, Eli A Stahl, Kathleen Stirrups, Nikos Tentolouris, Anastasia Thanopoulou, Mina Torres, Michela Traglia, Emmanouil Tsafantakis, Sundas Javad, Lisa R Yanek, Eleni Zengini, Diane M Becker, Joshua C Bis, James B Brown, L Adrienne Cupples, Torben Hansen, Erik Ingelsson, Andrew J Karter, Carlos Lorenzo, Rasika A Mathias, Jill M Norris, Gina M Peloso, Wayne H-H Sheu, Daniela Toniolo, Dhananjay Vaidya, Rohit Varma, Lynne E Wagenknecht, Heiner Boeing, Erwin P Bottinger, George Dedoussis, Panos Deloukas, Ele Ferrannini, Oscar H Franco, Paul W Franks, Richard A Gibbs, Vilmundur Gudnason, Anders Hamsten, Tamara B Harris, Andrew T Hattersley, Caroline Hayward, Albert Hofman, Jan-Håkan Jansson, Claudia Langenberg, Lenore J Launer, Daniel Levy, Ben A Oostra, Christopher J O'Donnell, Stephen O'Rahilly, Sandosh Padmanabhan, James S Pankow, Ozren Polasek, Michael A Province, Stephen S Rich, Paul M Ridker, Igor Rudan, Matthias B Schulze, Blair H Smith, André G Uitterlinden, Mark Walker, Hugh Watkins, Tien Y Wong, Eleftheria Zeggini, Markku Laakso, Ingrid B Borecki, Daniel I Chasman, Oluf Pedersen, Bruce M Psaty, E Shyong Tai, Cornelia M van Duijn, Nicholas J Wareham, Dawn M Waterworth, Eric Boerwinkle, W H Linda Kao, Jose C Florez, Ruth J F Loos, James G Wilson, Timothy M Frayling, David S Siscovick, Josée Dupuis, Jerome I Rotter, James B Meigs, Robert A Scott, Mark O Goodarzi

Journal: Nature communications 2016;6():5897

PMID: 25631608

Abstract

Fasting glucose and insulin are intermediate traits for type 2 diabetes. Here we explore the role of coding variation on these traits by analysis of variants on the HumanExome BeadChip in 60,564 non-diabetic individuals and in 16,491 T2D cases and 81,877 controls. We identify a novel association of a low-frequency nonsynonymous SNV in GLP1R (A316T; rs10305492; MAF=1.4%) with lower FG (β=-0.09±0.01 mmol l(-1), P=3.4 × 10(-12)), T2D risk (OR[95%CI]=0.86[0.76-0.96], P=0.010), early insulin secretion (β=-0.07±0.035 pmolinsulin mmolglucose(-1), P=0.048), but higher 2-h glucose (β=0.16±0.05 mmol l(-1), P=4.3 × 10(-4)). We identify a gene-based association with FG at G6PC2 (pSKAT=6.8 × 10(-6)) driven by four rare protein-coding SNVs (H177Y, Y207S, R283X and S324P). We identify rs651007 (MAF=20%) in the first intron of ABO at the putative promoter of an antisense lncRNA, associating with higher FG (β=0.02±0.004 mmol l(-1), P=1.3 × 10(-8)). Our approach identifies novel coding variant associations and extends the allelic spectrum of variation underlying diabetes-related quantitative traits and T2D susceptibility.

Address: 1] Department of Epidemiology, Fairbanks School of Public Health, Indianapolis, Indiana 46202, USA [2] Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA.; 1] Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA [2] National Heart, Lung, and Blood Institute (NHLBI) Framingham Heart Study, Framingham, Massachusetts 01702, USA.; 1] Genetic Epidemiology Unit, Department of Epidemiology, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands [2] MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge CB2 0SL, UK.; Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts 02118, USA.; Genetics of Complex Traits, University of Exeter Medical School, University of Exeter, Exeter EX1 2LU, UK.; 1] Cardiovascular Health Research Unit, University of Washington, Seattle, Washington 98101, USA [2] Department of Medicine, University of Washington, Seattle, Washington 98195, USA.; 1] Massachusetts General Hospital, General Medicine Division, Boston, Massachusetts 02114, USA [2] Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona Medical School and Hospital Trust of Verona, Verona 37126, Italy.; 1] Harvard Pilgrim Health Care Institute, Department of Population Medicine, Harvard Medical School, Boston, Massachusetts 02215, USA [2] Division of Endocrinology and Metabolism, Department of Medicine, Université de Sherbrooke, Sherbrooke, Québec, Canada J1K 2R1 [3] Diabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.; 1] Massachusetts General Hospital, General Medicine Division, Boston, Massachusetts 02114, USA [2] Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA.; 1] Center for Molecular Medicine and Genetics, Wayne State University, Detroit, Michigan 48201, USA [2] Department of Neurology, Wayne State University School of Medicine, Detroit, Michigan 48202, USA.; Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama 35233, USA.; 1] Department of Medicine, University of Washington, Seattle, Washington 98195, USA [2] Department of Genome Sciences, University of Washington, Seattle, Washington 98195, USA.; 1] National Heart, Lung, and Blood Institute (NHLBI) Framingham Heart Study, Framingham, Massachusetts 01702, USA [2] MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Edinburgh, Scotland EH4 2XU, UK.; Division of Statistical Genomics and Department of Genetics, Washington University School of Medicine, St. Louis, Missouri 63108, USA.; 1] The Charles Bronfman Institute for Personalized Medicine, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [2] The Genetics of Obesity and Related Metabolic Traits Program, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA.; Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, USA.; The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen DK-2200, Denmark.; Quantitative Sciences, PCPS, GlaxoSmithKline, North Carolina 27709, USA.; Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland, Kuopio FI-70211, Finland.; 1] Department of Medicine and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California 90048, USA [2] Materials and Process Simulation Center, California Institute of Technology, Pasadena, California 91125, USA.; CEA, Institut de Génomique, Centre National de Génotypage, 2 Rue Gaston Crémieux, EVRY Cedex 91057, France.; Brown Foundation Institute of Molecular Medicine, University of Texas Health Science Center, Houston, Texas 77030, USA.; 1] The Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK [2] Department of Public Health and Primary Care, Strangeways Research Laboratory, University of Cambridge, Cambridge CB1 8RN, UK.; Intramural Research Program, National Institute on Aging, Bethesda, Maryland 21224, USA.; Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California 90502, USA.; Genetic Epidemiology Unit, Department of Epidemiology, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands.; Icelandic Heart Association, Holtasmari 1, Kopavogur IS-201, Iceland.; Department of Genetics, University of North Carolina, Chapel Hill, North Carolina 27599, USA.; Indiana University, Fairbanks School of Public Health, Indianapolis, Indiana 46202, USA.; Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland 21205, USA.; MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge CB2 0SL, UK.; Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal DE-14558, Germany.; Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, Texas 77225, USA.; Laboratory of Neurogenetics, National Institute on Aging, Bethesda, Maryland 20892, USA.; 1] Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands [2] The Netherlands Genomics Initiative-sponsored Netherlands Consortium for Healthy Aging (NGI-NCHA), Leiden/Rotterdam 2300 RC, The Netherlands.; Atherosclerosis Research Unit, Department of Medicine Solna, Karolinska Institutet, Stockholm SE-171 77, Sweden.; 1] Icelandic Heart Association, Holtasmari 1, Kopavogur IS-201, Iceland [2] University of Iceland, Reykjavik IS-101, Iceland.; 1] The Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK [2] Wellcome Trust Centre for Human Genetics, Oxford OX3 7BN, UK.; Department of Genome Dynamics, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA.; Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University, Skåne University Hospital, Malmö SE-205 02, Sweden.; 1] Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore [2] Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119228, Singapore.; Division of Genetics and Cell Biology, San Raffaele Research Institute, Milano 20132, Italy.; 1] Predoctoral Training Program in Human Genetics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Maryland 21205, USA [2] McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA.; Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan 48109, USA.; Section of Biology and Genetics, Department of Life and Reproduction Sciences, University of Verona, Verona 37100, Italy.; Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157, USA.; Diabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.; 1] Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore [2] Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119228, Singapore [3] Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 119228, Singapore [4] Office of Clinical Sciences, Duke-NUS Graduate Medical School, National University of Singapore, Singapore 169857, Singapore.; Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi 39216, USA.; Department of Epidemiology, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands.; 1] McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University, Baltimore, Maryland 21205, USA [2] Division of Cardiology, Geneva University Hospital Geneva 1211, Switzerland.; Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens 17671, Greece.; 1] Atherosclerosis Research Unit, Department of Medicine Solna, Karolinska Institutet, Stockholm SE-171 77, Sweden [2] Department of Numerical Analysis and Computer Science, SciLifeLab, Stockholm University, Stockholm SE-106 91, Sweden.; Division of Nephrology, Department of Internal Medicine and Medical Specialties, Columbus-Gemelli University Hospital, Catholic University, Rome 00168, Italy.; Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA.; Materials and Process Simulation Center, California Institute of Technology, Pasadena, California 91125, USA.; Department of Cardiovascular Medicine, The Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK.; The Charles Bronfman Institute for Personalized Medicine, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA.; Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala SE-751 85, Sweden.; Department of Biobank Research, Umeå University, Umeå SE-901 87, Sweden.; Department of Biomedical Technology, Sangmyung University, Chungnam 330-720, Korea.; 1] Institute of Human Genetics, Department of Genomics, Life &Brain Center, University of Bonn, Bonn DE-53127, Germany [2] Human Genomics Research Group, Division of Medical Genetics, University Hospital Basel Department of Biomedicine 4031, Basel, Switzerland [3] Institute of Neuroscience and Medicine (INM-1) Genomic Imaging Research Center Juelich, Juelich DE-52425, Germany.; 1] Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore [2] Office of Clinical Sciences, Duke-NUS Graduate Medical School, National University of Singapore, Singapore 169857, Singapore [3] Memory Aging &Cognition Centre (MACC), National University Health System, Singapore 117599, Singapore.; Steno Diabetes Center, Gentofte DK-2820, Denmark.; 1] Research Centre for Prevention and Health, Glostrup University Hospital, Glostrup DK-2600, Denmark [2] Faculty of Medicine, University of Aalborg, Aalborg DK-9220, Denmark.; Echinos Medical Centre, Echinos 67300, Greece.; 1] Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119228, Singapore [2] Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 119228, Singapore [3] Division of Human Genetics, Genome Institute of Singapore, Singapore 138672, Singapore.; Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio FI-70211, Finland.; 1] Department of Genetics, University of North Carolina, Chapel Hill, North Carolina 27599, USA [2] Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599, USA.; 1] Division of Endocrine and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407, Taiwan [2] School of Medicine, National Yang-Ming University, Taipei 112, Taiwan.; Department of Medical Research, Taichung Veterans General Hospital, Taichung 407, Taiwan.; National Heart, Lung, and Blood Institute (NHLBI) Framingham Heart Study, Framingham, Massachusetts 01702, USA.; Department of Epidemiology &Prevention, Division of Public Health Sciences, Wake Forest University, Winston-Salem, North Carolina 27106, USA.; Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK.; 1] Research Centre for Prevention and Health, Glostrup University Hospital, Glostrup DK-2600, Denmark [2] Department of Clinical Experimental Research, Copenhagen University Hospital Glostrup, Glostrup DK-2600, Denmark [3] Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen DK-2200, Denmark.; 1] National and Kapodistrian University of Athens, Faculty of Medicine, Athens 115 27, Greece [2] Dromokaiteio Psychiatric Hospital, Athens 124 61, Greece.; 1] Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA [2] Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland 21205, USA.; The Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK.; Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles 90033, USA.; Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA.; 1] Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, Athens 17671, Greece [2] University of Leicester, Leicester LE1 7RH, UK.; 1] Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, North Carolina 27157, USA [2] Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, North Carolina 27106, USA.; 1] Department of Internal Medicine, Division of Endocrinology, Metabolism, Pathobiochemistry and Clinical Chemistry and Institute of Diabetes Research and Metabolic Diseases, University of Tübingen, Tübingen DE-72076, Germany [2] German Center for Diabetes Research (DZD), Neuherberg DE-85764, Germany.; 1] The Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK [2] Wellcome Trust Centre for Human Genetics, Oxford OX3 7BN, UK [3] The Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford OX3 7LE, UK.; 1] Cardiovascular Health Research Unit, University of Washington, Seattle, Washington 98101, USA [2] Department of Biostatistics, University of Washington, Seattle, Washington 98195, USA.; 1] Atherosclerosis Research Unit, Department of Medicine Solna, Karolinska Institutet, Stockholm SE-171 77, Sweden [2] Science for Life Laboratory, Karolinska Institutet, Stockholm SE-171 77, Sweden.; Department of Gastroenterology, Gennimatas General Hospital, Athens 11527, Greece.; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan 48109, USA.; 1] The Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK [2] Department of Hematology, Long Road, Cambridge CB2 0XY, UK.; Department of Internal Medicine, Division of Gastroenterology and Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan 48109, USA.; Division of Psychiatric Genomics, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA.; 1] The Wellcome Trust Sanger Institute, Hinxton CB10 1SA, UK [2] William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK.; First Department of Propaedeutic and Internal Medicine, Athens University Medical School, Laiko General Hospital, Athens 11527, Greece.; Diabetes Centre, 2nd Department of Internal Medicine, National University of Athens, Hippokration General Hospital, Athens 11527, Greece.; Anogia Medical Centre, Anogia 740 51, Greece.; The GeneSTAR Research Program, Division of General Internal Medicine, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA.; 1] Dromokaiteio Psychiatric Hospital, Athens 124 61, Greece [2] University of Sheffield, Sheffield S10 2TN, UK.; 1] Department of Genome Dynamics, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA [2] Department of Statistics, University of California at Berkeley, Berkeley, California 94720, USA.; 1] National Heart, Lung, and Blood Institute (NHLBI) Framingham Heart Study, Framingham, Massachusetts 01702, USA [2] Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts 02118, USA.; 1] The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen DK-2200, Denmark [2] Faculty of Health Science, University of Copenhagen, Copenhagen 1165, Denmark.; 1] Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala SE-751 85, Sweden [2] Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK.; Division of Research, Kaiser Permanente, Northern California Region, Oakland, California 94612, USA.; Department of Medicine, University of Texas Health Science Center, San Antonio, Texas 77030, USA.; Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora, Colorado 80204, USA.; 1] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA [2] Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.; 1] Division of Endocrine and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 407, Taiwan [2] School of Medicine, National Yang-Ming University, Taipei 112, Taiwan [3] College of Medicine, National Defense Medical Center, Taipei 114, Taiwan.; Division of Public Health Sciences, Wake Forest School of Medicine, Winston-Salem, North Carolina 27106, USA.; Department of Epidemiology, German Institute of Human Nutrition Potsdam Rehbrücke, Nuthetal DE-14558, Germany.; 1] William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK [2] Wellcome Trust Sanger Institute, Hinxton, Cambridge CB10 1SA, UK [3] Princess Al-Jawhara Al-Brahim Centre of Excellence in Research of Hereditary Disorders (PACER-HD), King Abdulaziz University, Jeddah 22254, Saudi Arabia.; CNR Institute of Clinical Physiology, Pisa 73100, Italy.; 1] Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Lund University, Skåne University Hospital, Malmö SE-205 02, Sweden [2] Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts 02115, USA [3] Department of Public Health &Clinical Medicine, Umeå University, Umeå SE-901 87, Sweden.; Genetics of Diabetes, University of Exeter Medical School, University of Exeter, Exeter EX1 2LU, UK.; MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Edinburgh, Scotland EH4 2XU, UK.; 1] Department of Public Health &Clinical Medicine, Umeå University, Umeå SE-901 87, Sweden [2] Research Unit, Skellefteå SE-931 87, Sweden.; 1] Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, USA [2] Framingham Heart Study, Framingham, Massachusetts 01702, USA.; 1] National Heart, Lung, and Blood Institute (NHLBI) Framingham Heart Study, Framingham, Massachusetts 01702, USA [2] Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA [3] Cardiology Division, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA.; University of Cambridge Metabolic Research Laboratories, MRC Metabolic Diseases Unit and NIHR Cambridge Biomedical Research Centre, Wellcome Trust-MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge CB2 1TN, UK.; Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow G12 8TA, UK.; Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota 55455, USA.; Department of Public Health, Faculty of Medicine, University of Split, Split 21000, Croatia.; Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia 22908, USA.; 1] Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA [2] Division of Cardiology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA.; Centre for Population Health Sciences, Medical School, University of Edinburgh, Edinburgh, Scotland EH8 9YL, UK.; 1] Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbrücke, Nuthetal DE-14558, Germany [2] German Center for Diabetes Research (DZD), Neuherberg DE-85764, Germany.; Medical Research Institute, University of Dundee, Dundee DD1 9SY, UK.; 1] Department of Internal Medicine, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands [2] Department of Epidemiology, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands.; Institute of Cellular Medicine, Newcastle University, Newcastle-upon-Tyne NE1 7RU, UK.; 1] Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore [2] Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119228, Singapore [3] Office of Clinical Sciences, Duke-NUS Graduate Medical School, National University of Singapore, Singapore 169857, Singapore.; 1] Division of Preventive Medicine, Brigham and Women's Hospital, Boston, Massachusetts 02215, USA [2] Division of Genetics, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.; 1] Cardiovascular Health Research Unit, University of Washington, Seattle, Washington 98101, USA [2] Department of Medicine, University of Washington, Seattle, Washington 98195, USA [3] Department of Epidemiology, University of Washington, Seattle, Washington 98195, USA [4] Department of Health Services, University of Washington, Seattle, Washington 98195, USA [5] Group Health Research Institute, Group Health Cooperative, Seattle, Washington 98195, USA.; 1] Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 119228, Singapore [2] Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.; 1] Genetic Epidemiology Unit, Department of Epidemiology, Erasmus University Medical Center, Rotterdam 3000 CE, The Netherlands [2] Center for Medical Systems Biology, Leiden 2300, The Netherlands.; Genetics, PCPS, GlaxoSmithKline, Philadelphia, Pennsylvania 19104, USA.; 1] Human Genetics Center, School of Public Health, The University of Texas Health Science Center at Houston, Houston, Texas 77225, USA [2] Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030, USA.; 1] Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland 21205, USA [2] Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland 21205, USA [3] Department of Medicine, Johns Hopkins University, Baltimore, Maryland 21205, USA.; 1] Department of Medicine, Harvard Medical School, Boston, Massachusetts 02115, USA [2] Diabetes Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts 02114, USA [3] Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts 02142, USA [4] Center for Human Genetic Research, Massachusetts General Hospital, Boston, Massachusetts 02114, USA.; 1] The Charles Bronfman Institute for Personalized Medicine, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [2] The Genetics of Obesity and Related Metabolic Traits Program, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA [3] The Mindich Child Health and Development Institute, The Icahn School of Medicine at Mount Sinai, New York, New York 10029, USA.; Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, Mississippi 38677, USA.; 1] New York Academy of Medicine, New York, New York 10029, USA [2] Cardiovascular Health Research Unit, Departments of Medicine and Epidemiology, University of Washington, Seattle, Washington 98195, USA.; 1] Department of Medicine and Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California 90048, USA [2] Division of Endocrinology, Diabetes and Metabolism, Cedars-Sinai Medical Center, Los Angeles, California 90048, USA.
Bant logo

© Copyright 2026, Nutrition Evidence

NED wishes to thank the following organisations for their support:

We use cookies to improve your experience and analyze site traffic with Google Analytics. By continuing to use our site, you agree to our use of cookies. Learn more.