Skip to main navigation Skip to search Skip to main content

Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution

  • Iris M. Heid
  • , Anne U. Jackson
  • , Joshua C. Randall
  • , Tthomas W. Winkler
  • , Llu Qi
  • , Valgerdur Ssteinthorsdottir
  • , Ggudmar Tthorleifsson
  • , Ccarola Zillikens
  • , Eelizabeth K. Sspeliotes
  • , Reedik Mägi
  • , Tsegaselassie Workalemahu
  • , Charles White
  • , Nabila Bouatia-Naji
  • , Tamara B. Harris
  • , Ssonja I. Berndt
  • , Eerik Ingelsson
  • , Cristen J. Willer
  • , Michael N. Weedon
  • , Jian'An Luan
  • , Ssailaja Vedantam
  • Tõnu Eesko, Tuomas O. Kilpeläinen, Zoltán Kutalik, Sshengxu Li, Keri L. Monda, Anna Dixon, Christopher Holmes, Lee Kaplan, Liming Liang, Josine Min, Miriam F. Moffatt, Cliona Molony, Ggeorge Nicholson, Eeric E. Sschadt, Krina T. Zondervan, Mary F. Feitosa, Teresa Ferreira, Hana Lango Allen, Robert J. Weyant, Eeleanor Wheeler, Andrew R. Wood, Magic, Karol Eestrada, Micheal E. Goddard, Guillaume Lettre, Massimo Mangino, Dale R. Nyholt, Sshaun Purcell, Albert Vernon Ssmith, Peter Visscher, Jian Yang, Ssteven A. McCcarroll, James Nemesh, Benjamin F. Voight, Devin Absher, Najaf Amin, Thor Aspelund, Lachlan Coin, Nicole Glazer, Caroline Hayward, Nancy Heard-Ccosta, Jouke Jan Hottenga, Åsa Johansson, Toby Johnson, Marika Kaakinen, Karen Kapur, Sshamika Ketkar, Joshua Knowles, Peter Kraft, Aldi Kraja, Claudia Lamina, Micheal F. Leitzmann, Barbara McKknight, Andrew P. Morris, Ken Oong, John R.B. Perry, Marjolein J. Peters, Oozren Polasek, Inga Prokopenko, Nigel Rayner, Ssamuli Ripatti, Fernando Rivadeneira, Neil R. Robertson, Serena Sanna, Ulla Sovio, Ida Surakka, Alexander Teumer, Sophie Van Wingerden, Veronique Vitart, Jing Hua Zhao, Christine Cavalcanti-Proença, Peter S. Chines, Eeva Fisher, Jennifer R. Kulzer, Cecile Lecoeur, Narisu Narisu, Camilla Sandholt, Laura J. Scott, Kaisa Silander, Klaus Stark, Mari Lliis Tammesoo, Tanya M. Teslovich, Nicholas John Timpson, Richard Watanabe, Ryan Welch, Daniel I. Chasman, Matthew N. Cooper, John Oolov Jansson, Johannes Kettunen, Robert Wlawrence, Niina Pellikka, Markus Perola, Liesbeth Vandenput, Helene Alavere, Peter Almgren, Larry D. Atwood, Amanda J. Bennett, Reiner Biffar, Lori L. Bonnycastle, Stefan R. Bornstein, Thomas A. Buchanan, Harry Campbell, Ian Day, Mariano Dei, Marcus Dörr, Paul Eelliott, Michael R. Eerdos, Johan G. Eeriksson, Nelson B. Freimer, Mao Fu, Stefan Gaget, Eeco J.C. Geus, Anette P. Gjesing, Harald Grallert, Jürgen Gräßler, Christopher J. Groves, Candace Guiducci, Anna Lliisa Hartikainen, Neelam Hassanali, Aki S. Havulinna, Karl Heinz Herzig, Andrew A. Hicks, Jennie Hui, Wilmar Igl, Pekka Jousilahti, Antti Jula, Eeero Kajantie, Leena Kinnunen, Ivana Kolcic, Seppo Koskinen, Peter Kovacs, Heyo K. Kroemer, Vjekoslav Krzelj, Johanna Kuusisto, Kirsti Kvaloy, Jaana Laitinen, Oolivier Lantieri, Mark Lathrop, Marja Llokki Lokki, Robert Luben, Barbara Ludwig, Wendy McArdle, Anne McCcarthy, Mario A. Morken, Mari Nelis, Matt J. Neville, Guillaume Paré, Alex Parker, John F. Peden, Irene Pichler, Kirsi H. Pietiläinen, Carl P. Platou, Anneli Pouta, Martin Ridderstråle, Nilesh J. Samani, Jouko Saramies, Juha Sinisalo, Jan H. Smit, Rona J. Strawbridge, Heather Stringham, Amy J. Swift, Maris Teder-Llaving, Brian Thomson, Gianluca Usala, Joyce B.J. Van Mmeurs, Gert Jan Van Ommen, Vincent Vatin, Claudia B. Volpato, Henri Wallaschofski, Bragi Walters, Eelisabeth Widen, Sarah H. Wild, Gonneke Willemsen, Deniel R. Witte, Lina Zgaga, Paavo Zitting, John P. Beilby, Alan James, Mika Kähönen, Terho Lehtimäki, Markku Nieminen, Claes Ohlsson, Lyle J. Palmer, Olli Raitakari, Paul Ridker, Micheal Stumvoll, Anke Tönjes, Jorma Viikari, Beverley Balkau, Yoav Ben-Shlomo, Richard Bergman, Heiner Boeing, George Ddavey Smith, Shah Eebrahim, Philippe Froguel, Torben Hansen, Christian Hengstenberg, Kristian Hveem, Bo Isomaa, Torben Jørgensen, Fredrik Karpe, Kay Ttee Khaw, Markku Laakso, Debbie A. Lawlor, Michel Marre, Thomas Meitinger, Andres Metspalu, Kristian Midthjell, Oluf Pedersen, Veikko Salomaa, Peter Ee H. Schwarz, Tiinamaija Tuomi, Jaakko Tuomilehto, Timo T. Valle, Nicholas J. Wareham, Alice Arnold, Jacques Beckmann, Sven Bergmann, Eeric Boerwinkle, Dorret I. Boomsma, Mark J. Caulfield, Francis Collins, Gudny Eeiriksdottir, Vilmundur Gudnason, Ulf Gyllensten, Anders Hamsten, Andrew Hattersley, Albert Hofman, Frank B. Hu, Thomas Illig, Carlos Iribarren, Marjo Riitta Jarvelin, W. H.Linda Kao, Jaakko Kaprio, Lenore J. Launer, Patricia B. Munroe, Ben Oostra, Brenda Penninx, Peter P. Pramstaller, Bruce Psaty, Thomas Quertermous, Aila Rissanen, Igor Rudan, Alan R. Shuldiner, Nicole Soranzo, Timothy Spector, Ann Cchristine Syvanen, Manuela Uda, André Uitterlinden, Henry Völzke, Peter Vollenweider, James F. Wilson, Jacqueline Witteman, Alan F. Wright, Gonçalo R. Abecasis, Micheal Boehnke, Ingrid B. Borecki, Panos Deloukas, Timothy M. Frayling, Leif Groop, Talin Haritunians, David J. Hunter, Robert Kaplan, Kari North, Jeffrey R. O'Cconnell, Leena Peltonen, David Schlessinger, David P. Strachan, Joel Hirschhorn, Themistocles Assimes, H. Eerich Wichmann, Unnur Thorsteinsdottir, Cornelia Van Dduijn, Kari Stefansson, Adrienne Cupples, Ruth J.F. Loos, Inês Barroso, Mark I. McCcarthy, Caroline Fox, Karen Mohlke, Cecilia Lindgren
  • University of Regensburg
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • University of Michigan, Ann Arbor
  • University of Oxford
  • Harvard University
  • Brigham and Women’s Hospital
  • deCODE Genetics
  • Erasmus University Rotterdam
  • Netherlands Genomics Initiative
  • Broad Institute
  • Massachusetts General Hospital
  • Boston University
  • CNRS
  • Université de Lille
  • National Institutes of Health
  • Karolinska Institutet
  • University of Exeter
  • University of Cambridge
  • Boston Children's Hospital
  • University of Tartu
  • University of Tartu
  • University of Lausanne
  • Swiss Institute of Bioinformatics
  • University of North Carolina at Chapel Hill
  • University of Bath, Department of Life Sciences
  • Medical Research Council
  • Leiden University
  • Imperial College London
  • Merck Research Laboratories
  • Pacific Biosciences
  • Sage Bionetworks
  • Washington University St. Louis
  • Wellcome Trust Sanger Institute
  • MAGIC (Meta-Analyses of Glucose and Insulin-related Traits Consortium)
  • University of Melbourne
  • State Government of Victoria
  • University of Montreal
  • King's College London
  • Queensland Institute of Medical Research
  • Massachusetts Institute of Technology
  • Icelandic Heart Association
  • University of Iceland
  • HudsonAlpha Institute for Biotechnology
  • University of Washington
  • NHS Lothian
  • Vrije Universiteit Amsterdam
  • Uppsala University
  • Norwegian University of Science and Technology
  • Queen Mary University of London
  • University of Oulu
  • Stanford University
  • Innsbruck Medical University
  • University of Zagreb
  • Gen-Info Ltd
  • University of Helsinki
  • National Institute for Health and Welfare
  • National Research Council of Italy
  • University of Greifswald
  • German Institute of Human Nutrition Potsdam-Rehbruecke
  • Novo Nordisk Foundation
  • MRC Centre for Causal Analyses in Translational Epidemiology
  • University of Southern California
  • University of Western Australia
  • University of Gothenburg
  • Lund University
  • Zentrum für Zahn-Mund-und Kieferheilkunde
  • Technische Universität Dresden
  • University of Edinburgh
  • UK Health Security Agency
  • Helsinki University Hospital
  • Folkhalsan
  • Vaasa Hospital District
  • University of California at Los Angeles
  • University of Maryland, Baltimore
  • University of Eastern Finland
  • EURAC Research
  • Queen Elizabeth II Medical Centre Trust
  • Sir Charles Gairdner Hospital
  • Hospital District of Helsinki and Uusimaa
  • Leipzig University
  • University of Split
  • Finnish Institute of Occupational Health
  • Institut interrégional pour la Santé (IRSA)
  • Centre National de Recherche en Génomique Humaine
  • University of Bristol
  • Research Board
  • McMaster University
  • Amgen Incorporated
  • Nord-Trøndelag Health Trust
  • University of Leicester
  • University Hospitals of Leicester NHS Trust
  • South Karelia Central Hospital
  • VU University Medical Center
  • Lapland Central Hospital
  • Tampere University
  • University of Turku
  • Renal and Cardiovascular Epidemiology
  • London School of Hygiene and Tropical Medicine
  • South Asia Network for Chronic Disease
  • University of Southern Denmark
  • University of Copenhagen
  • National Institute for Health Research (NIHR) Oxford Biomedical Research Centre
  • Université Paris Cité
  • Université de Lorraine
  • Technical University of Munich
  • Aarhus University
  • South Ostrobothnia Central Hospital
  • University of Texas Health Science Center at Houston
  • Kaiser Permanente
  • University of California at San Francisco
  • Johns Hopkins University
  • University of Groningen
  • General Central Hospital
  • University of Lübeck
  • Group Health Cooperative
  • Department of Veterans Affairs
  • Cedars-Sinai Medical Center
  • Albert Einstein College of Medicine
  • St. George's University of London
  • Ludwig Maximilian University of Munich
  • National Heart Lung and Blood Institute’s and Boston University’s Framingham Heart Study

Research output: Contribution to journalArticlepeer-review

Abstract

Waist-hip ratio (WHR) is a measure of body fat distribution and a predictor of metabolic consequences independent of overall adiposity. WHR is heritable, but few genetic variants influencing this trait have been identified. We conducted a meta-analysis of 32 genome-wide association studies for WHR adjusted for body mass index (comprising up to 77,167 participants), following up 16 loci in an additional 29 studies (comprising up to 113,636 subjects). We identified 13 new loci in or near RSPO3, VEGFA, TBX15-WARS2, NFE2L3, GRB14, DNM3-PIGC, ITPR2-SPN, LY86, HOXC13, ADAMTS9, ZNRF3-KREMEN1, NISCH-STAB1 and CPEB4 (P = 1.9-10-9 to P = 1.8-10-40) and the known signal at LYPLAL1. Seven of these loci exhibited marked sexual dimorphism, all with a stronger effect on WHR in women than men (P for sex difference = 1.9-10-3 to P = 1.2-10-13). These findings provide evidence for multiple loci that modulate body fat distribution independent of overall adiposity and reveal strong gene-by-sex interactions.

Original languageEnglish
Pages (from-to)949-960
Number of pages12
JournalNature Genetics
Volume42
Issue number11
DOIs
Publication statusPublished - 1 Nov 2010
Externally publishedYes

Fingerprint

Dive into the research topics of 'Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution'. Together they form a unique fingerprint.

Cite this