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Genome-wide association analysis of more than 120,000 individuals identifies 15 new susceptibility loci for breast cancer

  • Kyriaki Michailidou
  • , Jonathan Beesley
  • , Sara Lindstrom
  • , Sander Canisius
  • , Joe Dennis
  • , Michael J. Lush
  • , Mel J. Maranian
  • , Manjeet K. Bolla
  • , Qin Wang
  • , Mitul Shah
  • , Barbara J. Perkins
  • , Kamila Czene
  • , Mikael Eriksson
  • , Hatef Darabi
  • , Judith S. Brand
  • , Stig E. Bojesen
  • , Børge G. Nordestgaard
  • , Henrik Flyger
  • , Sune F. Nielsen
  • , Nazneen Rahman
  • Clare Turnbull, Olivia Fletcher, Julian Peto, Lorna Gibson, Isabel Dos-Santos-Silva, Jenny Chang-Claude, Dieter Flesch-Janys, Anja Rudolph, Ursula Eilber, Sabine Behrens, Heli Nevanlinna, Taru A. Muranen, Kristiina Aittomäki, Carl Blomqvist, Sofia Khan, Kirsimari Aaltonen, Habibul Ahsan, Muhammad G. Kibriya, Alice S. Whittemore, Esther M. John, Kathleen E. Malone, Marilie D. Gammon, Regina M. Santella, Giske Ursin, Enes Makalic, Daniel F. Schmidt, Graham Casey, David J. Hunter, Susan M. Gapstur, Mia M. Gaudet, W. Ryan Diver, Christopher A. Haiman, Fredrick Schumacher, Brian E. Henderson, Loic Le Marchand, Christine D. Berg, Stephen J. Chanock, Jonine Figueroa, Robert N. Hoover, Diether Lambrechts, Patrick Neven, Hans Wildiers, Erik Van Limbergen, Marjanka K. Schmidt, Annegien Broeks, Senno Verhoef, Sten Cornelissen, Fergus J. Couch, Janet E. Olson, Emily Hallberg, Celine Vachon, Quinten Waisfisz, Hanne Meijers-Heijboer, Muriel A. Adank, Rob B. Van Der Luijt, Jingmei Li, Jianjun Liu, Keith Humphreys, Daehee Kang, Ji Yeob Choi, Sue K. Park, Keun Young Yoo, Keitaro Matsuo, Hidemi Ito, Hiroji Iwata, Kazuo Tajima, Pascal Guénel, Thérèse Truong, Claire Mulot, Marie Sanchez, Barbara Burwinkel, Frederik Marme, Harald Surowy, Christof Sohn, Anna H. Wu, Chiu Chen Tseng, David Van Den Berg, Daniel O. Stram, Anna González-Neira, Javier Benitez, M. Pilar Zamora, Jose Ignacio Arias Perez, Xiao Ou Shu, Wei Lu, Yu Tang Gao, Hui Cai, Angela Cox, Simon S. Cross, Malcolm W.R. Reed, Irene L. Andrulis, Julia A. Knight, Gord Glendon, Anna Marie Mulligan, Elinor J. Sawyer, Ian Tomlinson, Michael J. Kerin, Nicola Miller, Annika Lindblom, Sara Margolin, Soo Hwang Teo, Cheng Har Yip, Nur Aishah Mohd Taib, Gie Hooi Tan, Maartje J. Hooning, Antoinette Hollestelle, John W.M. Martens, J. Margriet Collée, William Blot, Lisa B. Signorello, Qiuyin Cai, John L. Hopper, Melissa C. Southey, Helen Tsimiklis, Carmel Apicella, Chen Yang Shen, Chia Ni Hsiung, Pei Ei Wu, Ming Feng Hou, Vessela N. Kristensen, Silje Nord, Grethe I.Grenaker Alnaes, Graham G. Giles, Roger L. Milne, Catriona McLean, Federico Canzian, Dimitrios Trichopoulos, Petra Peeters, Eiliv Lund, Malin Sund, Kay Tee Khaw, Marc J. Gunter, Domenico Palli, Lotte Maxild Mortensen, Laure Dossus, Jose Maria Huerta, Alfons Meindl, Rita K. Schmutzler, Christian Sutter, Rongxi Yang, Kenneth Muir, Artitaya Lophatananon, Sarah Stewart-Brown, Pornthep Siriwanarangsan, Mikael Hartman, Hui Miao, Kee Seng Chia, Ching Wan Chan, Peter A. Fasching, Alexander Hein, Matthias W. Beckmann, Lothar Haeberle, Hermann Brenner, Aida Karina Dieffenbach, Volker Arndt, Christa Stegmaier, Alan Ashworth, Nick Orr, Minouk J. Schoemaker, Anthony J. Swerdlow, Louise Brinton, Montserrat Garcia-Closas, Wei Zheng, Sandra L. Halverson, Martha Shrubsole, Jirong Long, Mark S. Goldberg, France Labrèche, Martine Dumont, Robert Winqvist, Katri Pylkäs, Arja Jukkola-Vuorinen, Mervi Grip, Hiltrud Brauch, Ute Hamann, Thomas Brüning, Paolo Radice, Paolo Peterlongo, Siranoush Manoukian, Loris Bernard, Natalia V. Bogdanova, Thilo Dörk, Arto Mannermaa, Vesa Kataja, Veli Matti Kosma, Jaana M. Hartikainen, Peter Devilee, Robert A.E.M. Tollenaar, Caroline Seynaeve, Christi J. Van Asperen, Anna Jakubowska, Jan Lubinski, Katarzyna Jaworska, Tomasz Huzarski, Suleeporn Sangrajrang, Valerie Gaborieau, Paul Brennan, James McKay, Susan Slager, Amanda E. Toland, Christine B. Ambrosone, Drakoulis Yannoukakos, Maria Kabisch, Diana Torres, Susan L. Neuhausen, Hoda Anton-Culver, Craig Luccarini, Caroline Baynes, Shahana Ahmed, Catherine S. Healey, Daniel C. Tessier, Daniel Vincent, Francois Bacot, Guillermo Pita, M. Rosario Alonso, Nuria Álvarez, Daniel Herrero, Jacques Simard, Paul P.D.P. Pharoah, Peter Kraft, Alison M. Dunning, Georgia Chenevix-Trench, Per Hall, Douglas F. Easton
  • University of Cambridge
  • QIMR Berghofer Medical Research Institute
  • Harvard T.H. Chan School of Public Health
  • Antoni van Leeuwenhoek Hospital
  • Karolinska Institutet
  • Copenhagen University Hospital – Herlev and Gentofte
  • University of Copenhagen
  • University of Helsinki
  • Helsinki University Hospital
  • Institute of Cancer Research
  • The University of Chicago
  • London School of Hygiene and Tropical Medicine
  • German Cancer Research Center
  • Seoul National University
  • University of Hamburg
  • Stanford University School of Medicine
  • Mayo Clinic Rochester, MN
  • Stanford University
  • VU University Medical Center Amsterdam
  • Cancer Prevention Institute of California
  • Fred Hutchinson Cancer Research Center
  • University of North Carolina at Chapel Hill
  • Columbia University
  • Cancer Registry of Norway Institute of Population-Based Cancer Research
  • Melbourne School of Population and Global Health
  • Keck School of Medicine of USC
  • Aichi Cancer Center Hospital and Research Institute
  • American Cancer Society
  • University of Hawaii Cancer Center
  • National Cancer Institute (NCI)
  • Johns Hopkins University
  • Heidelberg University 
  • Centro de Investigación en Red de Enfermedades Raras
  • Flanders Institute for Biotechnology
  • Centre for Biomedical Research on Rare Diseases (CIBERER)
  • Hospital Universitario La Paz
  • KU Leuven
  • University Hospitals Leuven
  • Utrecht University
  • Agency for Science, Technology and Research, Singapore
  • Seoul National University Cancer Research Institute
  • Kyushu University
  • Mie University Hospital
  • Occupational and Social Determinants of Health
  • Université Paris Sorbonne Cité
  • Hospital Monte Naranco
  • Vanderbilt University
  • Shanghai Center for Disease Control and Prevention
  • Shanghai Cancer Institute
  • University of Sheffield
  • Centre for Epidemiology and Biostatistics
  • Samuel Lunenfeld Research Institute
  • University of Toronto
  • University Health Network
  • Guy’s Hospital
  • University of Oxford
  • University of Galway
  • Umeå University
  • Sime Darby Medical Centre
  • University of Malaya
  • Erasmus MC Cancer Institute
  • APHP – Paris Saclay University
  • Erasmus University Rotterdam
  • CIBER of Epidemiology and Public Health
  • International Epidemiology Institute
  • Technical University of Munich
  • University of Melbourne
  • Kaohsiung Medical University Chung-Ho Memorial Hospital
  • Academia Sinica - Institute of Biomedical Sciences
  • China Medical University Taichung
  • Oslo University Hospital
  • University of Oslo
  • Cancer Council Victoria
  • Alfred Health
  • Academy of Athens
  • Helenic Health Foundation
  • Imperial College London
  • University of Tromsø
  • School of Clinical Medicine
  • Prevention and Clinical Network (ISPRO)
  • Aarhus University
  • University of Cologne
  • University of Warwick
  • University of Manchester
  • Ministry of Public Health
  • National University of Singapore
  • National University Health System
  • Friedrich-Alexander University Erlangen-Nürnberg
  • University of California at Los Angeles
  • Saarland Cancer Registry
  • McGill University
  • McGill University Health Centre, Royal Victoria Hospital
  • University of Montreal
  • Research Center
  • Université Laval
  • University of Oulu
  • Oulu University Hospital
  • Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology
  • University of Tübingen
  • Institute for Prevention and Occupational Medicine of the German Social Accident Insurance (IPA)
  • Istituto di Ricovero e Cura a Carattere Scientifico
  • FIRC Institute of Molecular Oncology
  • European Institute of Oncology
  • Cogentech Cancer Genetic Test Laboratory
  • Hannover Medical School
  • University of Eastern Finland
  • Central Finland Health Care District
  • Leiden University
  • Pomeranian Medical University in Szczecin
  • The National Cancer Institute
  • International Agency for Research on Cancer
  • Ohio State University
  • Roswell Park Cancer Institute
  • Demokritos National Centre for Scientific Research
  • Universidad Javeriana
  • Beckman Research Institute of City of Hope
  • University of California, Irvine

Research output: Contribution to journalArticlepeer-review

499 Scopus citations

Abstract

Genome-wide association studies (GWAS) and large-scale replication studies have identified common variants in 79 loci associated with breast cancer, explaining ∼14% of the familial risk of the disease. To identify new susceptibility loci, we performed a meta-analysis of 11 GWAS, comprising 15,748 breast cancer cases and 18,084 controls together with 46,785 cases and 42,892 controls from 41 studies genotyped on a 211,155-marker custom array (iCOGS). Analyses were restricted to women of European ancestry. We generated genotypes for more than 11 million SNPs by imputation using the 1000 Genomes Project reference panel, and we identified 15 new loci associated with breast cancer at P < 5 × 10 â '8. Combining association analysis with ChIP-seq chromatin binding data in mammary cell lines and ChIA-PET chromatin interaction data from ENCODE, we identified likely target genes in two regions: SETBP1 at 18q12.3 and RNF115 and PDZK1 at 1q21.1. One association appears to be driven by an amino acid substitution encoded in EXO1.

Original languageEnglish
Pages (from-to)373-380
Number of pages8
JournalNature Genetics
Volume47
Issue number4
DOIs
StatePublished - 28 Apr 2015
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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