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Cancer Epidemiology, Biomarkers & Prevention
Cancer Epidemiology, Biomarkers & Prevention
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Research Articles

Breast Cancer Risk Factors and Survival by Tumor Subtype: Pooled Analyses from the Breast Cancer Association Consortium

Anna Morra, Audrey Y. Jung, Sabine Behrens, Renske Keeman, Thomas U. Ahearn, Hoda Anton-Culver, Volker Arndt, Annelie Augustinsson, Päivi K. Auvinen, Laura E. Beane Freeman, Heiko Becher, Matthias W. Beckmann, Carl Blomqvist, Stig E. Bojesen, Manjeet K. Bolla, Hermann Brenner, Ignacio Briceno, Sara Y. Brucker, Nicola J. Camp, Daniele Campa, Federico Canzian, Jose E. Castelao, Stephen J. Chanock, Ji-Yeob Choi, Christine L. Clarke; for the ABCTB Investigators, Fergus J. Couch, Angela Cox, Simon S. Cross, Kamila Czene, Thilo Dörk, Alison M. Dunning, Miriam Dwek, Douglas F. Easton, Diana M. Eccles, Kathleen M. Egan, D. Gareth Evans, Peter A. Fasching, Henrik Flyger, Manuela Gago-Dominguez, Susan M. Gapstur, José A. García-Sáenz, Mia M. Gaudet, Graham G. Giles, Mervi Grip, Pascal Guénel, Christopher A. Haiman, Niclas Håkansson, Per Hall, Ute Hamann, Sileny N. Han, Steven N. Hart, Mikael Hartman, Jane S. Heyworth, Reiner Hoppe, John L. Hopper, David J. Hunter, Hidemi Ito, Agnes Jager, Milena Jakimovska, Anna Jakubowska, Wolfgang Janni, Rudolf Kaaks, Daehee Kang, Pooja Middha Kapoor, Cari M. Kitahara, Stella Koutros, Peter Kraft, Vessela N. Kristensen; for the NBCS Collaborators, James V. Lacey, Diether Lambrechts, Loic Le Marchand, Jingmei Li, Annika Lindblom, Jan Lubiński, Michael Lush, Arto Mannermaa, Mehdi Manoochehri, Sara Margolin, Shivaani Mariapun, Keitaro Matsuo, Dimitrios Mavroudis, Roger L. Milne, Taru A. Muranen, William G. Newman, Dong-Young Noh, Børge G. Nordestgaard, Nadia Obi, Andrew F. Olshan, Håkan Olsson, Tjoung-Won Park-Simon, Christos Petridis, Paul D.P. Pharoah, Dijana Plaseska-Karanfilska, Nadege Presneau, Muhammad U. Rashid, Gad Rennert, Hedy S. Rennert, Valerie Rhenius, Atocha Romero, Emmanouil Saloustros, Elinor J. Sawyer, Andreas Schneeweiss, Lukas Schwentner, Christopher Scott, Mitul Shah, Chen-Yang Shen, Xiao-Ou Shu, Melissa C. Southey, Daniel O. Stram, Rulla M. Tamimi, William Tapper, Rob A.E.M. Tollenaar, Ian Tomlinson, Diana Torres, Melissa A. Troester, Thérèse Truong, Celine M. Vachon, Qin Wang, Sophia S. Wang, Justin A. Williams, Robert Winqvist, Alicja Wolk, Anna H. Wu, Keun-Young Yoo, Jyh-Cherng Yu, Wei Zheng, Argyrios Ziogas, Xiaohong R. Yang, A. Heather Eliassen, Michelle D. Holmes, Montserrat García-Closas, Soo Hwang Teo, Marjanka K. Schmidt and Jenny Chang-Claude
Anna Morra
1 Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
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Audrey Y. Jung
2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Sabine Behrens
2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Renske Keeman
1 Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
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  • ORCID record for Renske Keeman
Thomas U. Ahearn
3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
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Hoda Anton-Culver
4Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, Irvine, California.
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Volker Arndt
5Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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  • ORCID record for Volker Arndt
Annelie Augustinsson
6Clinical Sciences, Department of Cancer Epidemiology, Lund University, Lund, Sweden.
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  • ORCID record for Annelie Augustinsson
Päivi K. Auvinen
7Translational Cancer Research Area, University of Eastern Finland, Kuopio, Finland.
8Oncology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
9Cancer Center, Department of Oncology, Kuopio University Hospital, Kuopio, Finland.
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Laura E. Beane Freeman
3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
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Heiko Becher
10Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
11Institute of Biometry and Clinical Epidemiology, Charité –Universitätsmedizin Berlin, Berlin, Germany.
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Matthias W. Beckmann
12Department of Gynecology and Obstetrics, Comprehensive Cancer Center ER-EMN, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany.
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Carl Blomqvist
13Department of Oncology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
14Department of Oncology, Örebro University Hospital, Örebro, Sweden.
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Stig E. Bojesen
15Copenhagen University Hospital, Copenhagen General Population Study, Herlev and Gentofte Hospital, Herlev, Denmark.
16Copenhagen University Hospital, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Herlev, Denmark.
17Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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Manjeet K. Bolla
18Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Hermann Brenner
5Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
19Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.
20German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany.
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Ignacio Briceno
21Medical Faculty, Universidad de La Sabana, Bogota, Colombia.
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Sara Y. Brucker
22Department of Gynecology and Obstetrics, University of Tübingen, Tübingen, Germany.
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Nicola J. Camp
23Department of Internal Medicine and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.
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Daniele Campa
2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
24Department of Biology, University of Pisa, Pisa, Italy.
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Federico Canzian
25Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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  • ORCID record for Federico Canzian
Jose E. Castelao
26 Oncology and Genetics Unit, Xerencia de Xestion Integrada de Vigo-SERGAS, Instituto de Investigacion Sanitaria Galicia Sur (IISGS), Vigo, Spain.
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Stephen J. Chanock
3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
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Ji-Yeob Choi
27Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea.
28Cancer Research Institute, Seoul National University, Seoul, Korea.
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Christine L. Clarke
29Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia.
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Fergus J. Couch
30Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
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Angela Cox
31Department of Oncology and Metabolism, Sheffield Institute for Nucleic Acids (SInFoNiA), University of Sheffield, Sheffield, United Kingdom.
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Simon S. Cross
32Department of Neuroscience, Academic Unit of Pathology, University of Sheffield, Sheffield, United Kingdom.
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Kamila Czene
33Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
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Thilo Dörk
34Gynaecology Research Unit, Hannover Medical School, Hannover, Germany.
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Alison M. Dunning
35Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Miriam Dwek
36School of Life Sciences, University of Westminster, London, United Kingdom.
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Douglas F. Easton
18Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
35Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Diana M. Eccles
37Faculty of Medicine, University of Southampton, Southampton, United Kingdom.
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Kathleen M. Egan
38Division of Population Sciences, Moffitt Cancer Center & Research Institute, Tampa, Florida.
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D. Gareth Evans
39Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom.
40St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, Manchester, United Kingdom.
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Peter A. Fasching
12Department of Gynecology and Obstetrics, Comprehensive Cancer Center ER-EMN, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany.
41 Division of Hematology and Oncology, Department of Medicine David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
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Henrik Flyger
42Copenhagen University Hospital, Department of Breast Surgery, Herlev and Gentofte Hospital, Herlev, Denmark.
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Manuela Gago-Dominguez
43Galician Public Foundation of Genomic Medicine (FPGMX), Genomic Medicine Group, International Cancer Genetics and Epidemiology Group, Health Research Institute of Santiago (IDIS), Santiago de Compostela, Spain.
44Moores Cancer Center, University of California San Diego, La Jolla, California.
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Susan M. Gapstur
45Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia.
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José A. García-Sáenz
46Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Medical Oncology Department, Hospital Clínico San Carlos, Madrid, Spain.
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Mia M. Gaudet
45Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia.
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Graham G. Giles
47Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
48Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
49Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
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Mervi Grip
50 Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland.
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Pascal Guénel
51Center for Research in Epidemiology and Population Health (CESP), Team Exposome and Heredity, INSERM, University Paris-Saclay, Villejuif, France.
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Christopher A. Haiman
52Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California.
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Niclas Håkansson
53Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
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Per Hall
33Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
54Department of Oncology, Södersjukhuset, Stockholm, Sweden.
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Ute Hamann
55German Cancer Research Center (DKFZ), Molecular Genetics of Breast Cancer, Heidelberg, Germany.
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Sileny N. Han
56 Department of Gynaecological Oncology, Leuven Multidisciplinary Breast Center, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium.
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Steven N. Hart
57Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota.
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Mikael Hartman
58Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
59Department of Surgery, National University Health System, Singapore, Singapore.
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Jane S. Heyworth
60School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia.
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Reiner Hoppe
61Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany.
62University of Tübingen, Tübingen, Germany.
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John L. Hopper
48Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
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David J. Hunter
63University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom.
64Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
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Hidemi Ito
65Division of Cancer Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan.
66Division of Cancer Epidemiology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
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Agnes Jager
67Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
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Milena Jakimovska
68MASA, Research Centre for Genetic Engineering and Biotechnology ‘Georgi D. Efremov', Skopje, Republic of North Macedonia.
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Anna Jakubowska
69Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland.
70Independent Laboratory of Molecular Biology and Genetic Diagnostics, Pomeranian Medical University, Szczecin, Poland.
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Wolfgang Janni
71Department of Gynaecology and Obstetrics, University Hospital Ulm, Ulm, Germany.
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Rudolf Kaaks
2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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Daehee Kang
27Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea.
28Cancer Research Institute, Seoul National University, Seoul, Korea.
72Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea.
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Pooja Middha Kapoor
2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
73Faculty of Medicine, University of Heidelberg, Heidelberg, Germany.
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Cari M. Kitahara
74Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland.
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Stella Koutros
3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
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  • ORCID record for Stella Koutros
Peter Kraft
64Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
75Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
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Vessela N. Kristensen
76Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway.
77Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
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James V. Lacey
78Department of Computational and Quantitative Medicine, City of Hope, Duarte, California.
79City of Hope Comprehensive Cancer Center, City of Hope, Duarte, California.
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Diether Lambrechts
80VIB Center for Cancer Biology, Leuven, Belgium.
81Laboratory for Translational Genetics, Department of Human Genetics, University of Leuven, Leuven, Belgium.
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Loic Le Marchand
82Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii.
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Jingmei Li
83Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore.
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Annika Lindblom
84Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
85Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.
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Jan Lubiński
69Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland.
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Michael Lush
18Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Arto Mannermaa
7Translational Cancer Research Area, University of Eastern Finland, Kuopio, Finland.
86Pathology and Forensic Medicine, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
87Biobank of Eastern Finland, Kuopio University Hospital, Kuopio, Finland.
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Mehdi Manoochehri
55German Cancer Research Center (DKFZ), Molecular Genetics of Breast Cancer, Heidelberg, Germany.
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Sara Margolin
54Department of Oncology, Södersjukhuset, Stockholm, Sweden.
88Department of Clinical Science and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden.
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Shivaani Mariapun
89Breast Cancer Research Programme, Cancer Research Malaysia, Subang Jaya, Selangor, Malaysia.
90Department of Mathematical Sciences, Faculty of Science and Engineering, University of Nottingham Malaysia Campus, Semenyih, Selangor, Malaysia.
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Keitaro Matsuo
65Division of Cancer Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan.
66Division of Cancer Epidemiology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
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  • ORCID record for Keitaro Matsuo
Dimitrios Mavroudis
91Department of Medical Oncology, University Hospital of Heraklion, Heraklion, Greece.
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Roger L. Milne
47Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
48Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
49Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
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Taru A. Muranen
92Department of Obstetrics and Gynecology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
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William G. Newman
39Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom.
40St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, Manchester, United Kingdom.
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Dong-Young Noh
93Department of Surgery, Seoul National University College of Medicine, Seoul, Korea.
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Børge G. Nordestgaard
15Copenhagen University Hospital, Copenhagen General Population Study, Herlev and Gentofte Hospital, Herlev, Denmark.
16Copenhagen University Hospital, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Herlev, Denmark.
17Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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Nadia Obi
94Institute for Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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Andrew F. Olshan
95Department of Epidemiology, Gillings School of Global Public Health and UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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Håkan Olsson
6Clinical Sciences, Department of Cancer Epidemiology, Lund University, Lund, Sweden.
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Tjoung-Won Park-Simon
34Gynaecology Research Unit, Hannover Medical School, Hannover, Germany.
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Christos Petridis
96Research Oncology, King's College London, Guy's Hospital, London, United Kingdom.
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Paul D.P. Pharoah
18Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
35Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Dijana Plaseska-Karanfilska
68MASA, Research Centre for Genetic Engineering and Biotechnology ‘Georgi D. Efremov', Skopje, Republic of North Macedonia.
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Nadege Presneau
36School of Life Sciences, University of Westminster, London, United Kingdom.
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Muhammad U. Rashid
55German Cancer Research Center (DKFZ), Molecular Genetics of Breast Cancer, Heidelberg, Germany.
97Department of Basic Sciences, Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH & RC), Lahore, Pakistan.
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Gad Rennert
98Carmel Medical Center and Technion Faculty of Medicine, Clalit National Cancer Control Center, Haifa, Israel.
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Hedy S. Rennert
98Carmel Medical Center and Technion Faculty of Medicine, Clalit National Cancer Control Center, Haifa, Israel.
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Valerie Rhenius
35Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Atocha Romero
99Medical Oncology Department, Hospital Universitario Puerta de Hierro, Madrid, Spain.
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Emmanouil Saloustros
100Department of Oncology, University Hospital of Larissa, Larissa, Greece.
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Elinor J. Sawyer
101School of Cancer & Pharmaceutical Sciences, Comprehensive Cancer Centre, Guy's Campus, King's College London, London, United Kingdom.
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Andreas Schneeweiss
102National Center for Tumor Diseases, University Hospital and German Cancer Research Center, Heidelberg, Germany.
103Molecular Biology of Breast Cancer, University Womens Clinic Heidelberg, University of Heidelberg, Heidelberg, Germany.
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Lukas Schwentner
71Department of Gynaecology and Obstetrics, University Hospital Ulm, Ulm, Germany.
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Christopher Scott
57Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota.
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Mitul Shah
35Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Chen-Yang Shen
104Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
105School of Public Health, China Medical University, Taichung, Taiwan.
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Xiao-Ou Shu
106Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee.
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Melissa C. Southey
47Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
49Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
107Department of Clinical Pathology, The University of Melbourne, Melbourne, Victoria, Australia.
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Daniel O. Stram
52Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California.
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Rulla M. Tamimi
64Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
108Department of Population Health Sciences, Weill Cornell Medicine, New York, New York.
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William Tapper
37Faculty of Medicine, University of Southampton, Southampton, United Kingdom.
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Rob A.E.M. Tollenaar
109Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands.
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Ian Tomlinson
110Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.
111Wellcome Trust Centre for Human Genetics and Oxford NIHR Biomedical Research Centre, University of Oxford, Oxford, United Kingdom.
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Diana Torres
55German Cancer Research Center (DKFZ), Molecular Genetics of Breast Cancer, Heidelberg, Germany.
112Institute of Human Genetics, Pontificia Universidad Javeriana, Bogota, Colombia.
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Melissa A. Troester
95Department of Epidemiology, Gillings School of Global Public Health and UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
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Thérèse Truong
51Center for Research in Epidemiology and Population Health (CESP), Team Exposome and Heredity, INSERM, University Paris-Saclay, Villejuif, France.
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Celine M. Vachon
113Division of Epidemiology, Department of Health Science Research, Mayo Clinic, Rochester, Minnesota.
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Qin Wang
18Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
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Sophia S. Wang
78Department of Computational and Quantitative Medicine, City of Hope, Duarte, California.
79City of Hope Comprehensive Cancer Center, City of Hope, Duarte, California.
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Justin A. Williams
23Department of Internal Medicine and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.
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Robert Winqvist
114Laboratory of Cancer Genetics and Tumor Biology, Cancer and Translational Medicine Research Unit, Biocenter Oulu, University of Oulu, Oulu, Finland.
115Laboratory of Cancer Genetics and Tumor Biology, Northern Finland Laboratory Centre Oulu, Oulu, Finland.
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Alicja Wolk
53Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
116Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.
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Anna H. Wu
52Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California.
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Keun-Young Yoo
117Seoul National University College of Medicine, Seoul, Korea.
118Armed Forces Capital Hospital, Seongnam, Korea.
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Jyh-Cherng Yu
119Department of Surgery, National Defense Medical Center, Tri-Service General Hospital, Taipei, Taiwan.
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Wei Zheng
106Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee.
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Argyrios Ziogas
4Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, Irvine, California.
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Xiaohong R. Yang
3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
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A. Heather Eliassen
64Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
120Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
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Michelle D. Holmes
64Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
120Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
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Montserrat García-Closas
3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
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Soo Hwang Teo
121Breast Cancer Research Programme, Cancer Research Malaysia, Subang Jaya, Selangor, Malaysia.
122Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
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Marjanka K. Schmidt
1 Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
123Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
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  • For correspondence: mk.schmidt@nki.nl
Jenny Chang-Claude
2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
124Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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DOI: 10.1158/1055-9965.EPI-20-0924 Published April 2021
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Volume 30, Issue 4, pp. 623-642

DOI 
https://doi.org/10.1158/1055-9965.EPI-20-0924
PubMed 
33500318

Published By 
American Association for Cancer Research
Print ISSN 
1055-9965
Online ISSN 
1538-7755
History 
  • Received June 17, 2020
  • Revision received August 31, 2020
  • Accepted January 8, 2021
  • Published first January 26, 2021.

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  • Previous version (January 26, 2021 - 11:12).
  • You are viewing the most recent version of this article.
Copyright & Usage 
©2021 American Association for Cancer Research.

Author Information

  1. Anna Morra1,#,
  2. Audrey Y. Jung2,#,
  3. Sabine Behrens2,
  4. Renske Keeman1,
  5. Thomas U. Ahearn3,
  6. Hoda Anton-Culver4,
  7. Volker Arndt5,
  8. Annelie Augustinsson6,
  9. Päivi K. Auvinen7,8,9,
  10. Laura E. Beane Freeman3,
  11. Heiko Becher10,11,
  12. Matthias W. Beckmann12,
  13. Carl Blomqvist13,14,
  14. Stig E. Bojesen15,16,17,
  15. Manjeet K. Bolla18,
  16. Hermann Brenner5,19,20,
  17. Ignacio Briceno21,
  18. Sara Y. Brucker22,
  19. Nicola J. Camp23,
  20. Daniele Campa2,24,
  21. Federico Canzian25,
  22. Jose E. Castelao26,
  23. Stephen J. Chanock3,
  24. Ji-Yeob Choi27,28,
  25. Christine L. Clarke29; for the ABCTB Investigators,
  26. Fergus J. Couch30,
  27. Angela Cox31,
  28. Simon S. Cross32,
  29. Kamila Czene33,
  30. Thilo Dörk34,
  31. Alison M. Dunning35,
  32. Miriam Dwek36,
  33. Douglas F. Easton18,35,
  34. Diana M. Eccles37,
  35. Kathleen M. Egan38,
  36. D. Gareth Evans39,40,
  37. Peter A. Fasching12,41,
  38. Henrik Flyger42,
  39. Manuela Gago-Dominguez43,44,
  40. Susan M. Gapstur45,
  41. José A. García-Sáenz46,
  42. Mia M. Gaudet45,
  43. Graham G. Giles47,48,49,
  44. Mervi Grip50,
  45. Pascal Guénel51,
  46. Christopher A. Haiman52,
  47. Niclas Håkansson53,
  48. Per Hall33,54,
  49. Ute Hamann55,
  50. Sileny N. Han56,
  51. Steven N. Hart57,
  52. Mikael Hartman58,59,
  53. Jane S. Heyworth60,
  54. Reiner Hoppe61,62,
  55. John L. Hopper48,
  56. David J. Hunter63,64,
  57. Hidemi Ito65,66,
  58. Agnes Jager67,
  59. Milena Jakimovska68,
  60. Anna Jakubowska69,70,
  61. Wolfgang Janni71,
  62. Rudolf Kaaks2,
  63. Daehee Kang27,28,72,
  64. Pooja Middha Kapoor2,73,
  65. Cari M. Kitahara74,
  66. Stella Koutros3,
  67. Peter Kraft64,75,
  68. Vessela N. Kristensen76,77; for the NBCS Collaborators,
  69. James V. Lacey78,79,
  70. Diether Lambrechts80,81,
  71. Loic Le Marchand82,
  72. Jingmei Li83,
  73. Annika Lindblom84,85,
  74. Jan Lubiński69,
  75. Michael Lush18,
  76. Arto Mannermaa7,86,87,
  77. Mehdi Manoochehri55,
  78. Sara Margolin54,88,
  79. Shivaani Mariapun89,90,
  80. Keitaro Matsuo65,66,
  81. Dimitrios Mavroudis91,
  82. Roger L. Milne47,48,49,
  83. Taru A. Muranen92,
  84. William G. Newman39,40,
  85. Dong-Young Noh93,
  86. Børge G. Nordestgaard15,16,17,
  87. Nadia Obi94,
  88. Andrew F. Olshan95,
  89. Håkan Olsson6,
  90. Tjoung-Won Park-Simon34,
  91. Christos Petridis96,
  92. Paul D.P. Pharoah18,35,
  93. Dijana Plaseska-Karanfilska68,
  94. Nadege Presneau36,
  95. Muhammad U. Rashid55,97,
  96. Gad Rennert98,
  97. Hedy S. Rennert98,
  98. Valerie Rhenius35,
  99. Atocha Romero99,
  100. Emmanouil Saloustros100,
  101. Elinor J. Sawyer101,
  102. Andreas Schneeweiss102,103,
  103. Lukas Schwentner71,
  104. Christopher Scott57,
  105. Mitul Shah35,
  106. Chen-Yang Shen104,105,
  107. Xiao-Ou Shu106,
  108. Melissa C. Southey47,49,107,
  109. Daniel O. Stram52,
  110. Rulla M. Tamimi64,108,
  111. William Tapper37,
  112. Rob A.E.M. Tollenaar109,
  113. Ian Tomlinson110,111,
  114. Diana Torres55,112,
  115. Melissa A. Troester95,
  116. Thérèse Truong51,
  117. Celine M. Vachon113,
  118. Qin Wang18,
  119. Sophia S. Wang78,79,
  120. Justin A. Williams23,
  121. Robert Winqvist114,115,
  122. Alicja Wolk53,116,
  123. Anna H. Wu52,
  124. Keun-Young Yoo117,118,
  125. Jyh-Cherng Yu119,
  126. Wei Zheng106,
  127. Argyrios Ziogas4,
  128. Xiaohong R. Yang3,
  129. A. Heather Eliassen64,120,
  130. Michelle D. Holmes64,120,
  131. Montserrat García-Closas3,
  132. Soo Hwang Teo121,122,
  133. Marjanka K. Schmidt1,123,##,*, and
  134. Jenny Chang-Claude2,124,##
  1. 1 Division of Molecular Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
  2. 2Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  3. 3National Cancer Institute, NIH, Department of Health and Human Services, Division of Cancer Epidemiology and Genetics, Bethesda, Maryland.
  4. 4Department of Epidemiology, Genetic Epidemiology Research Institute, University of California Irvine, Irvine, California.
  5. 5Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  6. 6Clinical Sciences, Department of Cancer Epidemiology, Lund University, Lund, Sweden.
  7. 7Translational Cancer Research Area, University of Eastern Finland, Kuopio, Finland.
  8. 8Oncology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
  9. 9Cancer Center, Department of Oncology, Kuopio University Hospital, Kuopio, Finland.
  10. 10Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  11. 11Institute of Biometry and Clinical Epidemiology, Charité –Universitätsmedizin Berlin, Berlin, Germany.
  12. 12Department of Gynecology and Obstetrics, Comprehensive Cancer Center ER-EMN, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany.
  13. 13Department of Oncology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
  14. 14Department of Oncology, Örebro University Hospital, Örebro, Sweden.
  15. 15Copenhagen University Hospital, Copenhagen General Population Study, Herlev and Gentofte Hospital, Herlev, Denmark.
  16. 16Copenhagen University Hospital, Department of Clinical Biochemistry, Herlev and Gentofte Hospital, Herlev, Denmark.
  17. 17Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
  18. 18Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
  19. 19Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany.
  20. 20German Cancer Research Center (DKFZ), German Cancer Consortium (DKTK), Heidelberg, Germany.
  21. 21Medical Faculty, Universidad de La Sabana, Bogota, Colombia.
  22. 22Department of Gynecology and Obstetrics, University of Tübingen, Tübingen, Germany.
  23. 23Department of Internal Medicine and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.
  24. 24Department of Biology, University of Pisa, Pisa, Italy.
  25. 25Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany.
  26. 26 Oncology and Genetics Unit, Xerencia de Xestion Integrada de Vigo-SERGAS, Instituto de Investigacion Sanitaria Galicia Sur (IISGS), Vigo, Spain.
  27. 27Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea.
  28. 28Cancer Research Institute, Seoul National University, Seoul, Korea.
  29. 29Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales, Australia.
  30. 30Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota.
  31. 31Department of Oncology and Metabolism, Sheffield Institute for Nucleic Acids (SInFoNiA), University of Sheffield, Sheffield, United Kingdom.
  32. 32Department of Neuroscience, Academic Unit of Pathology, University of Sheffield, Sheffield, United Kingdom.
  33. 33Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
  34. 34Gynaecology Research Unit, Hannover Medical School, Hannover, Germany.
  35. 35Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge, Cambridge, United Kingdom.
  36. 36School of Life Sciences, University of Westminster, London, United Kingdom.
  37. 37Faculty of Medicine, University of Southampton, Southampton, United Kingdom.
  38. 38Division of Population Sciences, Moffitt Cancer Center & Research Institute, Tampa, Florida.
  39. 39Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom.
  40. 40St Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, North West Genomics Laboratory Hub, Manchester Centre for Genomic Medicine, Manchester, United Kingdom.
  41. 41 Division of Hematology and Oncology, Department of Medicine David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California.
  42. 42Copenhagen University Hospital, Department of Breast Surgery, Herlev and Gentofte Hospital, Herlev, Denmark.
  43. 43Galician Public Foundation of Genomic Medicine (FPGMX), Genomic Medicine Group, International Cancer Genetics and Epidemiology Group, Health Research Institute of Santiago (IDIS), Santiago de Compostela, Spain.
  44. 44Moores Cancer Center, University of California San Diego, La Jolla, California.
  45. 45Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, Georgia.
  46. 46Instituto de Investigación Sanitaria San Carlos (IdISSC), Centro Investigación Biomédica en Red de Cáncer (CIBERONC), Medical Oncology Department, Hospital Clínico San Carlos, Madrid, Spain.
  47. 47Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.
  48. 48Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
  49. 49Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.
  50. 50 Department of Surgery, Oulu University Hospital, University of Oulu, Oulu, Finland.
  51. 51Center for Research in Epidemiology and Population Health (CESP), Team Exposome and Heredity, INSERM, University Paris-Saclay, Villejuif, France.
  52. 52Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, California.
  53. 53Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
  54. 54Department of Oncology, Södersjukhuset, Stockholm, Sweden.
  55. 55German Cancer Research Center (DKFZ), Molecular Genetics of Breast Cancer, Heidelberg, Germany.
  56. 56 Department of Gynaecological Oncology, Leuven Multidisciplinary Breast Center, Leuven Cancer Institute, University Hospitals Leuven, Leuven, Belgium.
  57. 57Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota.
  58. 58Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
  59. 59Department of Surgery, National University Health System, Singapore, Singapore.
  60. 60School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia.
  61. 61Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany.
  62. 62University of Tübingen, Tübingen, Germany.
  63. 63University of Oxford, Nuffield Department of Population Health, Oxford, United Kingdom.
  64. 64Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
  65. 65Division of Cancer Epidemiology and Prevention, Aichi Cancer Center Research Institute, Nagoya, Japan.
  66. 66Division of Cancer Epidemiology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
  67. 67Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, the Netherlands.
  68. 68MASA, Research Centre for Genetic Engineering and Biotechnology ‘Georgi D. Efremov', Skopje, Republic of North Macedonia.
  69. 69Department of Genetics and Pathology, Pomeranian Medical University, Szczecin, Poland.
  70. 70Independent Laboratory of Molecular Biology and Genetic Diagnostics, Pomeranian Medical University, Szczecin, Poland.
  71. 71Department of Gynaecology and Obstetrics, University Hospital Ulm, Ulm, Germany.
  72. 72Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea.
  73. 73Faculty of Medicine, University of Heidelberg, Heidelberg, Germany.
  74. 74Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland.
  75. 75Program in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
  76. 76Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway.
  77. 77Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
  78. 78Department of Computational and Quantitative Medicine, City of Hope, Duarte, California.
  79. 79City of Hope Comprehensive Cancer Center, City of Hope, Duarte, California.
  80. 80VIB Center for Cancer Biology, Leuven, Belgium.
  81. 81Laboratory for Translational Genetics, Department of Human Genetics, University of Leuven, Leuven, Belgium.
  82. 82Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii.
  83. 83Human Genetics Division, Genome Institute of Singapore, Singapore, Singapore.
  84. 84Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
  85. 85Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden.
  86. 86Pathology and Forensic Medicine, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
  87. 87Biobank of Eastern Finland, Kuopio University Hospital, Kuopio, Finland.
  88. 88Department of Clinical Science and Education, Karolinska Institutet, Södersjukhuset, Stockholm, Sweden.
  89. 89Breast Cancer Research Programme, Cancer Research Malaysia, Subang Jaya, Selangor, Malaysia.
  90. 90Department of Mathematical Sciences, Faculty of Science and Engineering, University of Nottingham Malaysia Campus, Semenyih, Selangor, Malaysia.
  91. 91Department of Medical Oncology, University Hospital of Heraklion, Heraklion, Greece.
  92. 92Department of Obstetrics and Gynecology, Helsinki University Hospital, University of Helsinki, Helsinki, Finland.
  93. 93Department of Surgery, Seoul National University College of Medicine, Seoul, Korea.
  94. 94Institute for Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  95. 95Department of Epidemiology, Gillings School of Global Public Health and UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
  96. 96Research Oncology, King's College London, Guy's Hospital, London, United Kingdom.
  97. 97Department of Basic Sciences, Shaukat Khanum Memorial Cancer Hospital and Research Centre (SKMCH & RC), Lahore, Pakistan.
  98. 98Carmel Medical Center and Technion Faculty of Medicine, Clalit National Cancer Control Center, Haifa, Israel.
  99. 99Medical Oncology Department, Hospital Universitario Puerta de Hierro, Madrid, Spain.
  100. 100Department of Oncology, University Hospital of Larissa, Larissa, Greece.
  101. 101School of Cancer & Pharmaceutical Sciences, Comprehensive Cancer Centre, Guy's Campus, King's College London, London, United Kingdom.
  102. 102National Center for Tumor Diseases, University Hospital and German Cancer Research Center, Heidelberg, Germany.
  103. 103Molecular Biology of Breast Cancer, University Womens Clinic Heidelberg, University of Heidelberg, Heidelberg, Germany.
  104. 104Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
  105. 105School of Public Health, China Medical University, Taichung, Taiwan.
  106. 106Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee.
  107. 107Department of Clinical Pathology, The University of Melbourne, Melbourne, Victoria, Australia.
  108. 108Department of Population Health Sciences, Weill Cornell Medicine, New York, New York.
  109. 109Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands.
  110. 110Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.
  111. 111Wellcome Trust Centre for Human Genetics and Oxford NIHR Biomedical Research Centre, University of Oxford, Oxford, United Kingdom.
  112. 112Institute of Human Genetics, Pontificia Universidad Javeriana, Bogota, Colombia.
  113. 113Division of Epidemiology, Department of Health Science Research, Mayo Clinic, Rochester, Minnesota.
  114. 114Laboratory of Cancer Genetics and Tumor Biology, Cancer and Translational Medicine Research Unit, Biocenter Oulu, University of Oulu, Oulu, Finland.
  115. 115Laboratory of Cancer Genetics and Tumor Biology, Northern Finland Laboratory Centre Oulu, Oulu, Finland.
  116. 116Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.
  117. 117Seoul National University College of Medicine, Seoul, Korea.
  118. 118Armed Forces Capital Hospital, Seongnam, Korea.
  119. 119Department of Surgery, National Defense Medical Center, Tri-Service General Hospital, Taipei, Taiwan.
  120. 120Department of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  121. 121Breast Cancer Research Programme, Cancer Research Malaysia, Subang Jaya, Selangor, Malaysia.
  122. 122Department of Surgery, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
  123. 123Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
  124. 124Cancer Epidemiology Group, University Cancer Center Hamburg (UCCH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  1. ↵*Corresponding Author:
    Marjanka K. Schmidt, Netherlands Cancer Institute, Amsterdam 1066 CX, the Netherlands. Phone: +31 20 512 2767; E-mail: mk.schmidt{at}nki.nl
  1. ↵#A. Morra and A.Y. Jung are the co-first authors of this article.

  2. ↵##M.K. Schmidt and J. Chang-Claude are the co-last authors of this article.

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Cancer Epidemiology Biomarkers & Prevention: 30 (4)
April 2021
Volume 30, Issue 4
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Breast Cancer Risk Factors and Survival by Tumor Subtype: Pooled Analyses from the Breast Cancer Association Consortium
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Breast Cancer Risk Factors and Survival by Tumor Subtype: Pooled Analyses from the Breast Cancer Association Consortium
Anna Morra, Audrey Y. Jung, Sabine Behrens, Renske Keeman, Thomas U. Ahearn, Hoda Anton-Culver, Volker Arndt, Annelie Augustinsson, Päivi K. Auvinen, Laura E. Beane Freeman, Heiko Becher, Matthias W. Beckmann, Carl Blomqvist, Stig E. Bojesen, Manjeet K. Bolla, Hermann Brenner, Ignacio Briceno, Sara Y. Brucker, Nicola J. Camp, Daniele Campa, Federico Canzian, Jose E. Castelao, Stephen J. Chanock, Ji-Yeob Choi, Christine L. Clarke, Fergus J. Couch, Angela Cox, Simon S. Cross, Kamila Czene, Thilo Dörk, Alison M. Dunning, Miriam Dwek, Douglas F. Easton, Diana M. Eccles, Kathleen M. Egan, D. Gareth Evans, Peter A. Fasching, Henrik Flyger, Manuela Gago-Dominguez, Susan M. Gapstur, José A. García-Sáenz, Mia M. Gaudet, Graham G. Giles, Mervi Grip, Pascal Guénel, Christopher A. Haiman, Niclas Håkansson, Per Hall, Ute Hamann, Sileny N. Han, Steven N. Hart, Mikael Hartman, Jane S. Heyworth, Reiner Hoppe, John L. Hopper, David J. Hunter, Hidemi Ito, Agnes Jager, Milena Jakimovska, Anna Jakubowska, Wolfgang Janni, Rudolf Kaaks, Daehee Kang, Pooja Middha Kapoor, Cari M. Kitahara, Stella Koutros, Peter Kraft, Vessela N. Kristensen, James V. Lacey, Diether Lambrechts, Loic Le Marchand, Jingmei Li, Annika Lindblom, Jan Lubiński, Michael Lush, Arto Mannermaa, Mehdi Manoochehri, Sara Margolin, Shivaani Mariapun, Keitaro Matsuo, Dimitrios Mavroudis, Roger L. Milne, Taru A. Muranen, William G. Newman, Dong-Young Noh, Børge G. Nordestgaard, Nadia Obi, Andrew F. Olshan, Håkan Olsson, Tjoung-Won Park-Simon, Christos Petridis, Paul D.P. Pharoah, Dijana Plaseska-Karanfilska, Nadege Presneau, Muhammad U. Rashid, Gad Rennert, Hedy S. Rennert, Valerie Rhenius, Atocha Romero, Emmanouil Saloustros, Elinor J. Sawyer, Andreas Schneeweiss, Lukas Schwentner, Christopher Scott, Mitul Shah, Chen-Yang Shen, Xiao-Ou Shu, Melissa C. Southey, Daniel O. Stram, Rulla M. Tamimi, William Tapper, Rob A.E.M. Tollenaar, Ian Tomlinson, Diana Torres, Melissa A. Troester, Thérèse Truong, Celine M. Vachon, Qin Wang, Sophia S. Wang, Justin A. Williams, Robert Winqvist, Alicja Wolk, Anna H. Wu, Keun-Young Yoo, Jyh-Cherng Yu, Wei Zheng, Argyrios Ziogas, Xiaohong R. Yang, A. Heather Eliassen, Michelle D. Holmes, Montserrat García-Closas, Soo Hwang Teo, Marjanka K. Schmidt and Jenny Chang-Claude for the ABCTB Investigators, for the NBCS Collaborators
Cancer Epidemiol Biomarkers Prev April 1 2021 (30) (4) 623-642; DOI: 10.1158/1055-9965.EPI-20-0924

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Breast Cancer Risk Factors and Survival by Tumor Subtype: Pooled Analyses from the Breast Cancer Association Consortium
Anna Morra, Audrey Y. Jung, Sabine Behrens, Renske Keeman, Thomas U. Ahearn, Hoda Anton-Culver, Volker Arndt, Annelie Augustinsson, Päivi K. Auvinen, Laura E. Beane Freeman, Heiko Becher, Matthias W. Beckmann, Carl Blomqvist, Stig E. Bojesen, Manjeet K. Bolla, Hermann Brenner, Ignacio Briceno, Sara Y. Brucker, Nicola J. Camp, Daniele Campa, Federico Canzian, Jose E. Castelao, Stephen J. Chanock, Ji-Yeob Choi, Christine L. Clarke, Fergus J. Couch, Angela Cox, Simon S. Cross, Kamila Czene, Thilo Dörk, Alison M. Dunning, Miriam Dwek, Douglas F. Easton, Diana M. Eccles, Kathleen M. Egan, D. Gareth Evans, Peter A. Fasching, Henrik Flyger, Manuela Gago-Dominguez, Susan M. Gapstur, José A. García-Sáenz, Mia M. Gaudet, Graham G. Giles, Mervi Grip, Pascal Guénel, Christopher A. Haiman, Niclas Håkansson, Per Hall, Ute Hamann, Sileny N. Han, Steven N. Hart, Mikael Hartman, Jane S. Heyworth, Reiner Hoppe, John L. Hopper, David J. Hunter, Hidemi Ito, Agnes Jager, Milena Jakimovska, Anna Jakubowska, Wolfgang Janni, Rudolf Kaaks, Daehee Kang, Pooja Middha Kapoor, Cari M. Kitahara, Stella Koutros, Peter Kraft, Vessela N. Kristensen, James V. Lacey, Diether Lambrechts, Loic Le Marchand, Jingmei Li, Annika Lindblom, Jan Lubiński, Michael Lush, Arto Mannermaa, Mehdi Manoochehri, Sara Margolin, Shivaani Mariapun, Keitaro Matsuo, Dimitrios Mavroudis, Roger L. Milne, Taru A. Muranen, William G. Newman, Dong-Young Noh, Børge G. Nordestgaard, Nadia Obi, Andrew F. Olshan, Håkan Olsson, Tjoung-Won Park-Simon, Christos Petridis, Paul D.P. Pharoah, Dijana Plaseska-Karanfilska, Nadege Presneau, Muhammad U. Rashid, Gad Rennert, Hedy S. Rennert, Valerie Rhenius, Atocha Romero, Emmanouil Saloustros, Elinor J. Sawyer, Andreas Schneeweiss, Lukas Schwentner, Christopher Scott, Mitul Shah, Chen-Yang Shen, Xiao-Ou Shu, Melissa C. Southey, Daniel O. Stram, Rulla M. Tamimi, William Tapper, Rob A.E.M. Tollenaar, Ian Tomlinson, Diana Torres, Melissa A. Troester, Thérèse Truong, Celine M. Vachon, Qin Wang, Sophia S. Wang, Justin A. Williams, Robert Winqvist, Alicja Wolk, Anna H. Wu, Keun-Young Yoo, Jyh-Cherng Yu, Wei Zheng, Argyrios Ziogas, Xiaohong R. Yang, A. Heather Eliassen, Michelle D. Holmes, Montserrat García-Closas, Soo Hwang Teo, Marjanka K. Schmidt and Jenny Chang-Claude for the ABCTB Investigators, for the NBCS Collaborators
Cancer Epidemiol Biomarkers Prev April 1 2021 (30) (4) 623-642; DOI: 10.1158/1055-9965.EPI-20-0924
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