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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
  • King's College London
  • deCODE Genetics
  • Indiana University-Purdue University Indianapolis
  • Indiana University Bloomington
  • Brigham and Women’s Hospital
  • Harvard University
  • University of Tartu
  • Boston Children's Hospital
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • University of Western Australia
  • University of Lausanne
  • Swiss Institute of Bioinformatics
  • University of Helsinki
  • Statens Serum Institut
  • University of North Carolina at Chapel Hill
  • Karolinska Institutet
  • Boston University
  • University of Bristol
  • University of Groningen
  • National Research Council of Italy
  • University of Sassari
  • Icelandic Heart Association
  • University of Iceland
  • Erasmus University Rotterdam
  • National Genomics Initiative
  • University of Greifswald
  • University of Tartu
  • IRCCS Ospedale Infantile Burlo Garofolo - Trieste
  • Washington University St. Louis
  • University of Queensland
  • Queensland Institute of Medical Research
  • Vrije Universiteit Amsterdam
  • Broad Institute
  • Technical University of Denmark
  • University of Maryland, Baltimore
  • Cancer Care Ontario
  • University of Toronto
  • University of California at Irvine
  • Sanquin Blood Supply Foundation
  • Tuscany Regional Health Agency
  • University of Florence
  • Azienda Sanitaria Firenze
  • Friedrich-Alexander University Erlangen-Nürnberg
  • Spanish National Cancer Research Centre
  • Centro de Investigación en Red de Enfermedades Raras (CIBERER)
  • University of Copenhagen
  • IRCCS Istituto Europeo di Oncologia - Milano
  • Robert Bosch Foundation
  • University of Tübingen
  • German Cancer Research Center
  • National Institutes of Health
  • Mayo Clinic Rochester, MN
  • University of Sheffield
  • University of Trieste
  • University of Minnesota Twin Cities
  • Leiden University
  • National Institute for Health and Welfare
  • Helsinki University Hospital
  • Folkhalsan
  • University of Hamburg
  • Institute of Cancer Research
  • VU University Medical Center
  • Cancer Council Victoria
  • Centre for Epidemiology and Biostatistics
  • Université Paris-Saclay
  • Southern Medical University
  • Hebrew SeniorLife Institute for Aging Research
  • University of Eastern Finland
  • Flanders Institute for Biotechnology
  • KU Leuven
  • Stanford University
  • University of Southern Denmark
  • Massachusetts General Hospital
  • FIRC Institute of Molecular Oncology
  • London School of Hygiene and Tropical Medicine
  • University of Oulu
  • IRCCS Fondazione Istituto Nazionale per lo studio e la cura dei tumori - Milano
  • Antoni van Leeuwenhoek Hospital
  • University of Melbourne
  • Imperial College London
  • Ludwig Maximilian University of Munich
  • German Centre for Cardiovascular Research
  • Icahn School of Medicine at Mount Sinai
  • Oxford University Hospitals NHS Foundation Trust
  • Department of Veterans Affairs
  • Centre of Medical Systems Biology
  • University of Houston
  • Uppsala University
  • St. George's University of London

Research output: Contribution to journalArticlepeer-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 - 2 Oct 2014
Externally publishedYes

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