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Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche

  • John R.B. Perry*
  • , Felix Day
  • , Cathy E. Elks
  • , Patrick Sulem
  • , Deborah J. Thompson
  • , Teresa Ferreira
  • , Chunyan He
  • , Daniel I. Chasman
  • , Tõnu Esko
  • , Gudmar Thorleifsson
  • , Eva Albrecht
  • , Wei Q. Ang
  • , Tanguy Corre
  • , Diana L. Cousminer
  • , Bjarke Feenstra
  • , Nora Franceschini
  • , Andrea Ganna
  • , Andrew D. Johnson
  • , Sanela Kjellqvist
  • , Kathryn L. Lunetta
  • George McMahon, Ilja M. Nolte, Lavinia Paternoster, Eleonora Porcu, Albert V. Smith, Lisette Stolk, Alexander Teumer, Natalia Tšernikova, Emmi Tikkanen, Sheila Ulivi, Erin K. Wagner, Najaf Amin, Laura J. Bierut, Enda M. Byrne, Jouke Jan Hottenga, Daniel L. Koller, Massimo Mangino, Tune H. Pers, Laura M. Yerges-Armstrong, Jing Hua Zhao, Irene L. Andrulis, Hoda Anton-Culver, Femke Atsma, Stefania Bandinelli, Matthias W. Beckmann, Javier Benitez, Carl Blomqvist, Stig E. Bojesen, Manjeet K. Bolla, Bernardo Bonanni, Hiltrud Brauch, Hermann Brenner, Julie E. Buring, Jenny Chang-Claude, Stephen Chanock, Jinhui Chen, Georgia Chenevix-Trench, J. Margriet Collée, Fergus J. Couch, David Couper, Andrea D. Coviello, Angela Cox, Kamila Czene, Adamo Pio D'adamo, George Davey Smith, Immaculata De Vivo, Ellen W. Demerath, Joe Dennis, Peter Devilee, Aida K. Dieffenbach, Alison M. Dunning, Gudny Eiriksdottir, Johan G. Eriksson, Peter A. Fasching, Luigi Ferrucci, Dieter Flesch-Janys, Henrik Flyger, Tatiana Foroud, Lude Franke, Melissa E. Garcia, Montserrat García-Closas, Frank Geller, Eco E.J. De Geus, Graham G. Giles, Daniel F. Gudbjartsson, Vilmundur Gudnason, Pascal Guénel, Suiqun Guo, Per Hall, Ute Hamann, Robin Haring, Catharina A. Hartman, Andrew C. Heath, Albert Hofman, Maartje J. Hooning, John L. Hopper, Frank B. Hu, David J. Hunter, David Karasik, Douglas P. Kiel, Julia A. Knight, Veli Matti Kosma, Zoltan Kutalik, Sandra Lai, Diether Lambrechts, Annika Lindblom, Reedik Mägi, Patrik K. Magnusson, Arto Mannermaa, Nicholas G. Martin, Gisli Masson, Patrick F. McArdle, Wendy L. McArdle, Mads Melbye, Kyriaki Michailidou, Evelin Mihailov, Lili Milani, Roger L. Milne, Heli Nevanlinna, Patrick Neven, Ellen A. Nohr, Albertine J. Oldehinkel, Ben A. Oostra, Aarno Palotie, Munro Peacock, Nancy L. Pedersen, Paolo Peterlongo, Julian Peto, Paul D.P. Pharoah, Dirkje S. Postma, Anneli Pouta, Katri Pylkäs, Paolo Radice, Susan Ring, Fernando Rivadeneira, Antonietta Robino, Lynda M. Rose, Anja Rudolph, Veikko Salomaa, Serena Sanna, David Schlessinger, Marjanka K. Schmidt, Mellissa C. Southey, Ulla Sovio, Meir J. Stampfer, Doris Stöckl, Anna M. Storniolo, Nicholas J. Timpson, Jonathan Tyrer, Jenny A. Visser, Peter Vollenweider, Henry Völzke, Gerard Waeber, Melanie Waldenberger, Henri Wallaschofski, Qin Wang, Gonneke Willemsen, Robert Winqvist, Bruce H.R. Wolffenbuttel, Margaret J. Wright, Dorret I. Boomsma, Michael J. Econs, Kay Tee Khaw, Ruth J.F. Loos, Mark I. McCarthy, Grant W. Montgomery, John P. Rice, Elizabeth A. Streeten, Unnur Thorsteinsdottir, Cornelia M. Van Duijn, Behrooz Z. Alizadeh, Sven Bergmann, Eric Boerwinkle, Heather A. Boyd, Laura Crisponi, Paolo Gasparini, Christian Gieger, Tamara B. Harris, Erik Ingelsson, Marjo Riitta Järvelin, Peter Kraft, Debbie Lawlor, Andres Metspalu, Craig E. Pennell, Paul M. Ridker, Harold Snieder, Thorkild I.A. Sørensen, Tim D. Spector, David P. Strachan, André G. Uitterlinden, Nicholas J. Wareham, Elisabeth Widen, Marek Zygmunt, Anna Murray, Douglas F. Easton, Kari Stefansson, Joanne M. Murabito, Ken K. Ong
*Corresponding author for this work
  • University of Cambridge
  • University of Exeter
  • University of Oxford
  • Department of Twin Research and Genetic Epidemiology
  • King's College London
  • deCODE Genetics
  • Department of Epidemiology
  • Indiana University-Purdue University Indianapolis
  • Indiana University Bloomington
  • Division of Preventive Medicine
  • Brigham and Women’s Hospital
  • Harvard University
  • University of Tartu
  • Divisions of Genetics and Endocrinology
  • Boston Children's Hospital
  • Department of Genetics
  • Institute of Genetic Epidemiology
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • University of Western Australia
  • Department of Medical Genetics
  • University of Lausanne
  • Swiss Institute of Bioinformatics
  • FIMM Institute for Molecular Medicine Finland
  • University of Helsinki
  • Department of Epidemiology Research
  • Statens Serum Institut
  • Department of Epidemiology
  • University of North Carolina at Chapel Hill
  • Department of Medical Epidemiology and Biostatistics
  • Karolinska Institutet
  • NHLBI's
  • Boston University
  • Department of Biostatistics
  • University of Bristol
  • Department of Epidemiology
  • University of Groningen
  • National Research Council of Italy
  • Department of Biomedical Sciences
  • University of Sassari
  • Icelandic Heart Association
  • University of Iceland
  • Department of Internal Medicine
  • Erasmus University Rotterdam
  • Netherlands Consortium on Health Aging
  • National Genomics Initiative
  • Interfaculty Institute for Genetics and Functional Genomics
  • University of Greifswald
  • Department of Biotechnology
  • Hjelt Institute
  • Institute for Maternal and Child Health
  • IRCCS Ospedale Infantile Burlo Garofolo - Trieste
  • Washington University St. Louis
  • University of Queensland
  • Queensland Institute of Medical Research
  • Vrije Universiteit Amsterdam
  • Medical and Molecular Genetics
  • Medical and Population Genetics
  • Broad Institute
  • Technical University of Denmark
  • Division of Endocrinology, Diabetes, and Nutrition
  • University of Maryland, Baltimore
  • Cancer Care Ontario
  • University of Toronto
  • University of California at Irvine
  • Sanquin Blood Supply Foundation
  • Tuscany Regional Health Agency
  • I.O.T.
  • University of Florence
  • Azienda Sanitaria Firenze
  • Department of Gynaecology and Obstetrics
  • Friedrich-Alexander University Erlangen-Nürnberg
  • Human Genetics Group
  • Spanish National Cancer Research Centre
  • Centro de Investigación en Red de Enfermedades Raras (CIBERER)
  • Department of Oncology
  • University of Copenhagen
  • Department of Clinical Biochemistry
  • Division of Cancer Prevention and Genetics
  • IRCCS Istituto Europeo di Oncologia - Milano
  • Robert Bosch Foundation
  • University of Tübingen
  • Division of Clinical Epidemiology and Aging Research
  • German Cancer Research Center
  • Division of Cancer Epidemiology
  • Division of Cancer Epidemiology and Genetics
  • National Institutes of Health
  • Departments of Anatomy and Neurological Surgery
  • Stark Neuroscience Research Center
  • Department of Genetics
  • Department of Clinical Genetics
  • Department of Laboratory Medicine and Pathology
  • Mayo Clinic Rochester, MN
  • Department of Medicine
  • University of Sheffield
  • Department of Clinical Medical Sciences
  • University of Trieste
  • Department of Epidemiology
  • Division of Epidemiology and Community Health
  • University of Minnesota Twin Cities
  • Department of Pathology
  • Leiden University
  • National Institute for Health and Welfare
  • Department of General Practice and Primary Health Care
  • Unit of General Practice
  • Helsinki University Hospital
  • Folkhalsan
  • Longitudinal Studies Section
  • Department of Cancer Epidemiology/Clinical Cancer Registry
  • University of Hamburg
  • Department of Genetics
  • Institute of Cancer Research
  • Department of Biological Psychology
  • VU University Medical Center
  • Cancer Council Victoria
  • Centre for Epidemiology and Biostatistics
  • Université Paris-Saclay
  • Department of Obstetrics and Gynecology
  • Southern Medical University
  • Molecular Genetics of Breast Cancer
  • Institute of Clinical Chemistry and Laboratory Medicine
  • Interdisciplinary Center Psychopathology and Emotion regulation (ICPE)
  • Department of Epidemiology
  • Department of Medical Oncology
  • Department of Nutrition
  • Hebrew SeniorLife Institute for Aging Research
  • Department of Medicine
  • Division of Epidemiology
  • School of Medicine
  • University of Eastern Finland
  • Flanders Institute for Biotechnology
  • Laboratory for Translational Genetics
  • KU Leuven
  • Department of Molecular Medicine and Surgery
  • Stanford University
  • Department of Obstetrics and Gynecology
  • Multidisciplinary Breast Center
  • Research Unit of Obstetrics and Gynecology
  • University of Southern Denmark
  • Interdisciplinary Center Psychopathology and Emotion Regulation
  • Center for Human Genetic Research
  • Massachusetts General Hospital
  • Program in Medical and Population Genetics
  • Department of Psychiatry
  • FIRC Institute of Molecular Oncology
  • Non-communicable Disease Epidemiology Department
  • London School of Hygiene and Tropical Medicine
  • University Medical Center Groningen
  • Department of Obstetrics and Gynecology
  • University of Oulu
  • Laboratory of Cancer Genetics and Tumor Biology
  • Unit of Molecular Bases of Genetic Risk and Genetic Testing
  • IRCCS Fondazione Istituto Nazionale per lo studio e la cura dei tumori - Milano
  • Intramural Research Program
  • Antoni van Leeuwenhoek Hospital
  • Department of Pathology
  • University of Melbourne
  • Department of Epidemiology and Biostatistics
  • Imperial College London
  • Institute of Epidemiology II
  • Ludwig Maximilian University of Munich
  • Department of Internal Medicine
  • Institute for Community Medicine
  • German Centre for Cardiovascular Research
  • Research Unit Molecular Epidemiology
  • Department of Endocrinology
  • The Genetics of Obesity and Related Metabolic Traits Program
  • Icahn School of Medicine at Mount Sinai
  • Oxford University Hospitals NHS Foundation Trust
  • Geriatric Research and Education Clinical Center (GRECC)
  • Department of Veterans Affairs
  • Centre of Medical Systems Biology
  • Human Genetics Center and Divof Epidemiology
  • University of Houston
  • Department of Medical Sciences
  • Uppsala University
  • Institute of Health Sciences
  • Biocenter Oulu
  • Department of Children and Young People and Families
  • Unit of Primary Health Care
  • Department of Biostatistics
  • Division of Population Health Sciences and Education
  • St. George's University of London
  • Department of Obstetrics and Gynecology
  • University of Tartu

Research output: Contribution to journal › Article › peer-review

Abstract

Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 × 10-8) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarche signals were enriched in imprinted regions, with three loci (DLK1-WDR25, MKRN3-MAGEL2 and KCNK9) demonstrating parent-of-origin-specific associations concordant with known parental expression patterns. Pathway analyses implicated nuclear hormone receptors, particularly retinoic acid and γ-aminobutyric acid-B2 receptor signalling, among novel mechanisms that regulate pubertal timing in humans. Our findings suggest a genetic architecture involving at least hundreds of common variants in the coordinated timing of the pubertal transition.

Original languageEnglish
Pages (from-to)92-97
Number of pages6
JournalNature
Volume514
Issue number7520
DOIs
Publication statusPublished - 23 Jul 2014
Externally publishedYes

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