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Genomic analyses identify hundreds of variants associated with age at menarche and support a role for puberty timing in cancer risk

  • Felix R. Day
  • , Deborah J. Thompson
  • , Hannes Helgason
  • , Daniel I. Chasman
  • , Hilary Finucane
  • , Patrick Sulem
  • , Katherine S. Ruth
  • , Sean Whalen
  • , Abhishek K. Sarkar
  • , Eva Albrecht
  • , Elisabeth Altmaier
  • , Marzyeh Amini
  • , Caterina M. Barbieri
  • , Thibaud Boutin
  • , Archie Campbell
  • , Ellen Demerath
  • , Ayush Giri
  • , Chunyan He
  • , Jouke J. Hottenga
  • , Robert Karlsson
  • Ivana Kolcic, Po Ru Loh, Kathryn L. Lunetta, Massimo Mangino, Brumat Marco, George McMahon, Sarah E. Medland, Ilja M. Nolte, Raymond Noordam, Teresa Nutile, Lavinia Paternoster, Natalia Perjakova, Eleonora Porcu, Lynda M. Rose, Katharina E. Schraut, Ayellet V. Segrè, Albert V. Smith, Lisette Stolk, Alexander Teumer, Irene L. Andrulis, Stefania Bandinelli, Matthias W. Beckmann, Javier Benitez, Sven Bergmann, Murielle Bochud, Eric Boerwinkle, Stig E. Bojesen, Manjeet K. Bolla, Judith S. Brand, Hiltrud Brauch, Hermann Brenner, Linda Broer, Thomas Brüning, Julie E. Buring, Harry Campbell, Eulalia Catamo, Stephen Chanock, Georgia Chenevix-Trench, Tanguy Corre, Fergus J. Couch, Diana L. Cousminer, Angela Cox, Laura Crisponi, Kamila Czene, George Davey Smith, Eco J.C.N. De Geus, Renée De Mutsert, Immaculata De Vivo, Joe Dennis, Peter Devilee, Isabel Dos-Santos-Silva, Alison M. Dunning, Johan G. Eriksson, Peter A. Fasching, Lindsay Fernández-Rhodes, Luigi Ferrucci, Dieter Flesch-Janys, Lude Franke, Marike Gabrielson, Ilaria Gandin, Graham G. Giles, Harald Grallert, Daniel F. Gudbjartsson, Pascal Guénel, Per Hall, Emily Hallberg, Ute Hamann, Tamara B. Harris, Catharina A. Hartman, Gerardo Heiss, Maartje J. Hooning, John L. Hopper, Frank Hu, David J. Hunter, M. Arfan Ikram, Hae Kyung Im, Marjo Riitta Järvelin, Peter K. Joshi, David Karasik, Manolis Kellis, Zoltan Kutalik, Genevieve Lachance, Diether Lambrechts, Claudia Langenberg, Lenore J. Launer, Joop S.E. Laven, Stefania Lenarduzzi, Jingmei Li, Penelope A. Lind, Sara Lindstrom, Yongmei Liu, Jian'An Luan, Reedik Mägi, Arto Mannermaa, Hamdi Mbarek, Mark I. McCarthy, Christa Meisinger, Thomas Meitinger, Cristina Menni, Andres Metspalu, Kyriaki Michailidou, Lili Milani, Roger L. Milne, Grant W. Montgomery, Anna M. Mulligan, Mike A. Nalls, Pau Navarro, Heli Nevanlinna, Dale R. Nyholt, Albertine J. Oldehinkel, Tracy A. O'Mara, Sandosh Padmanabhan, Aarno Palotie, Nancy Pedersen, Annette Peters, Julian Peto, Paul D.P. Pharoah, Anneli Pouta, Paolo Radice, Iffat Rahman, Susan M. Ring, Antonietta Robino, Frits R. Rosendaal, Igor Rudan, Rico Rueedi, Daniela Ruggiero, Cinzia F. Sala, Marjanka K. Schmidt, Robert A. Scott, Mitul Shah, Rossella Sorice, Melissa C. Southey, Ulla Sovio, Meir Stampfer, Maristella Steri, Konstantin Strauch, Toshiko Tanaka, Emmi Tikkanen, Nicholas J. Timpson, Michela Traglia, Thérèse Truong, Jonathan P. Tyrer, André G. Uitterlinden, Digna R.Velez Edwards, Veronique Vitart, Uwe Völker, Peter Vollenweider, Qin Wang, Elisabeth Widen, Ko Willems Van Dijk, Gonneke Willemsen, Robert Winqvist, Bruce H.R. Wolffenbuttel, Jing Hua Zhao, Magdalena Zoledziewska, Marek Zygmunt, Behrooz Z. Alizadeh, Dorret I. Boomsma, Marina Ciullo, Francesco Cucca, Tõnu Esko, Nora Franceschini, Christian Gieger, Vilmundur Gudnason, Caroline Hayward, Peter Kraft, Debbie A. Lawlor, Patrik K.E. Magnusson, Nicholas G. Martin, Dennis O. Mook-Kanamori, Ellen A. Nohr, Ozren Polasek, David Porteous, Alkes L. Price, Paul M. Ridker, Harold Snieder, Tim D. Spector, Doris Stöckl, Daniela Toniolo, Sheila Ulivi, Jenny A. Visser, Henry Völzke, Nicholas J. Wareham, James F. Wilson, Amanda B. Spurdle, Unnur Thorsteindottir, Katherine S. Pollard, Douglas F. Easton, Joyce Y. Tung, Jenny Chang-Claude, David Hinds, Anna Murray, Joanne M. Murabito, Kari Stefansson, Ken K. Ong*, John R.B. Perry
*Corresponding author for this work
  • University of Cambridge
  • deCODE Genetics
  • University of Iceland
  • Brigham and Women’s Hospital
  • Harvard University
  • Massachusetts Institute of Technology
  • University of Exeter
  • Gladstone Institutes
  • Broad Institute
  • Helmholtz Zentrum München - German Research Center for Environmental Health
  • University of Groningen
  • Vita-Salute San Raffaele University
  • University of Edinburgh
  • University of Minnesota Twin Cities
  • Vanderbilt University
  • Indiana University-Purdue University Indianapolis
  • Indiana University Bloomington
  • Vrije Universiteit Amsterdam
  • Karolinska Institutet
  • University of Split
  • Boston University
  • National Heart Lung and Blood Institute’s and Boston University’s Framingham Heart Study
  • King's College London
  • Guy's and St Thomas' NHS Foundation Trust
  • University of Trieste
  • University of Bristol
  • Queensland Institute of Medical Research
  • Leiden University
  • National Research Council of Italy
  • University of Tartu
  • Icelandic Heart Association
  • Erasmus University Rotterdam
  • University of Greifswald
  • University of Toronto
  • Azienda Sanitaria Firenze
  • Friedrich-Alexander University Erlangen-Nürnberg
  • Spanish National Cancer Research Centre
  • Centro de Investigación en Red de Enfermedades Raras (CIBERER)
  • Swiss Institute of Bioinformatics
  • University of Lausanne
  • University of Texas Health Science Center at Houston
  • University of Copenhagen
  • Robert Bosch Foundation
  • University of Tübingen
  • German Cancer Research Center
  • Ruhr University Bochum
  • IRCCS Ospedale Infantile Burlo Garofolo - Trieste
  • National Institutes of Health
  • Mayo Clinic Rochester, MN
  • Children's Hospital of Philadelphia
  • University of Pennsylvania
  • University of Sheffield
  • London School of Hygiene and Tropical Medicine
  • University of Helsinki
  • University of California at Los Angeles
  • University of North Carolina at Chapel Hill
  • University of Hamburg
  • Cancer Council Victoria
  • Centre for Epidemiology and Biostatistics
  • German Center for Diabetes Research
  • Renal and Cardiovascular Epidemiology
  • The University of Chicago
  • Imperial College London
  • University of Oulu
  • National Institute for Health and Welfare
  • Hebrew SeniorLife Institute for Aging Research
  • KU Leuven
  • Flanders Institute for Biotechnology
  • University of Washington
  • Wake Forest University
  • University of Eastern Finland
  • Oxford University Hospitals NHS Foundation Trust
  • University of Oxford
  • Klinikum Augsburg
  • Cyprus Institute of Neurology and Genetics
  • University of Queensland
  • University Health Network
  • Helsinki University Hospital
  • Queensland University of Technology
  • University of Glasgow
  • Massachusetts General Hospital
  • Wellcome Trust
  • IRCCS Fondazione Istituto Nazionale per lo studio e la cura dei tumori - Milano
  • Antoni van Leeuwenhoek Hospital
  • University of Melbourne
  • Ludwig Maximilian University of Munich
  • Northern Finland Laboratory Centre NordLab
  • University of Sassari
  • University of Southern Denmark
  • University of California at San Francisco
  • 23andMe Inc.

Research output: Contribution to journalArticlepeer-review

Abstract

The timing of puberty is a highly polygenic childhood trait that is epidemiologically associated with various adult diseases. Using 1000 Genomes Project-imputed genotype data in up to ∼370,000 women, we identify 389 independent signals (P < 5 × 10-8) for age at menarche, a milestone in female pubertal development. In Icelandic data, these signals explain ∼7.4% of the population variance in age at menarche, corresponding to ∼25% of the estimated heritability. We implicate ∼250 genes via coding variation or associated expression, demonstrating significant enrichment in neural tissues. Rare variants near the imprinted genes MKRN3 and DLK1 were identified, exhibiting large effects when paternally inherited. Mendelian randomization analyses suggest causal inverse associations, independent of body mass index (BMI), between puberty timing and risks for breast and endometrial cancers in women and prostate cancer in men. In aggregate, our findings highlight the complexity of the genetic regulation of puberty timing and support causal links with cancer susceptibility.

Original languageEnglish
Pages (from-to)834-841
Number of pages8
JournalNature Genetics
Volume49
Issue number6
DOIs
Publication statusPublished - 24 Apr 2017
Externally publishedYes

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