Scientific Reports (Apr 2022)
Genome-wide interaction analysis of menopausal hormone therapy use and breast cancer risk among 62,370 women
- Xiaoliang Wang,
- Pooja Middha Kapoor,
- Paul L. Auer,
- Joe Dennis,
- Alison M. Dunning,
- Qin Wang,
- Michael Lush,
- Kyriaki Michailidou,
- Manjeet K. Bolla,
- Kristan J. Aronson,
- Rachel A. Murphy,
- Angela Brooks-Wilson,
- Derrick G. Lee,
- Emilie Cordina-Duverger,
- Pascal Guénel,
- Thérèse Truong,
- Claire Mulot,
- Lauren R. Teras,
- Alpa V. Patel,
- Laure Dossus,
- Rudolf Kaaks,
- Reiner Hoppe,
- Wing-Yee Lo,
- Thomas Brüning,
- Ute Hamann,
- Kamila Czene,
- Marike Gabrielson,
- Per Hall,
- Mikael Eriksson,
- Audrey Jung,
- Heiko Becher,
- Fergus J. Couch,
- Nicole L. Larson,
- Janet E. Olson,
- Kathryn J. Ruddy,
- Graham G. Giles,
- Robert J. MacInnis,
- Melissa C. Southey,
- Loic Le Marchand,
- Lynne R. Wilkens,
- Christopher A. Haiman,
- Håkan Olsson,
- Annelie Augustinsson,
- Ute Krüger,
- Philippe Wagner,
- Christopher Scott,
- Stacey J. Winham,
- Celine M. Vachon,
- Charles M. Perou,
- Andrew F. Olshan,
- Melissa A. Troester,
- David J. Hunter,
- Heather A. Eliassen,
- Rulla M. Tamimi,
- Kristen Brantley,
- Irene L. Andrulis,
- Jonine Figueroa,
- Stephen J. Chanock,
- Thomas U. Ahearn,
- Montserrat García-Closas,
- Gareth D. Evans,
- William G. Newman,
- Elke M. van Veen,
- Anthony Howell,
- Alicja Wolk,
- Niclas Håkansson,
- Hoda Anton-Culver,
- Argyrios Ziogas,
- Michael E. Jones,
- Nick Orr,
- Minouk J. Schoemaker,
- Anthony J. Swerdlow,
- Cari M. Kitahara,
- Martha Linet,
- Ross L. Prentice,
- Douglas F. Easton,
- Roger L. Milne,
- Peter Kraft,
- Jenny Chang-Claude,
- Sara Lindström
Affiliations
- Xiaoliang Wang
- Department of Epidemiology, School of Public Health, University of Washington
- Pooja Middha Kapoor
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Paul L. Auer
- Cancer Prevention Program, Fred Hutchinson Cancer Research Center
- Joe Dennis
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Alison M. Dunning
- Department of Oncology, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Qin Wang
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Michael Lush
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Kyriaki Michailidou
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Manjeet K. Bolla
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Kristan J. Aronson
- Department of Public Health Sciences, Cancer Research Institute, Queen’s University
- Rachel A. Murphy
- School of Population and Public Health, University of British Columbia
- Angela Brooks-Wilson
- Genome Sciences Centre, BC Cancer Agency
- Derrick G. Lee
- BC Cancer, Cancer Control Research
- Emilie Cordina-Duverger
- Team Exposome and Heredity, Center for Research in Epidemiology and Population Health (CESP), INSERM, University Paris-Saclay
- Pascal Guénel
- Team Exposome and Heredity, Center for Research in Epidemiology and Population Health (CESP), INSERM, University Paris-Saclay
- Thérèse Truong
- Team Exposome and Heredity, Center for Research in Epidemiology and Population Health (CESP), INSERM, University Paris-Saclay
- Claire Mulot
- INSERM UMR-S1147, Université Paris Sorbonné
- Lauren R. Teras
- Department of Population Science, American Cancer Society
- Alpa V. Patel
- Department of Population Science, American Cancer Society
- Laure Dossus
- Nutrition and Metabolism Branch, International Agency for Research on Cancer (IARC-WHO)
- Rudolf Kaaks
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Reiner Hoppe
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology
- Wing-Yee Lo
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology
- Thomas Brüning
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA)
- Ute Hamann
- Molecular Genetics of Breast Cancer, German Cancer Research Center (DKFZ)
- Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet
- Marike Gabrielson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet
- Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet
- Mikael Eriksson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet
- Audrey Jung
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Heiko Becher
- Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf
- Fergus J. Couch
- Department of Laboratory Medicine and Pathology, Mayo Clinic
- Nicole L. Larson
- Department of Health Sciences Research, Mayo Clinic
- Janet E. Olson
- Department of Health Sciences Research, Mayo Clinic
- Kathryn J. Ruddy
- Department of Oncology, Mayo Clinic
- Graham G. Giles
- Cancer Epidemiology Division, Cancer Council Victoria
- Robert J. MacInnis
- Cancer Epidemiology Division, Cancer Council Victoria
- Melissa C. Southey
- Cancer Epidemiology Division, Cancer Council Victoria
- Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center
- Lynne R. Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center
- Christopher A. Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California
- Håkan Olsson
- Clinical Sciences, Department of Cancer Epidemiology, Lund University
- Annelie Augustinsson
- Clinical Sciences, Department of Cancer Epidemiology, Lund University
- Ute Krüger
- Clinical Sciences, Department of Cancer Epidemiology, Lund University
- Philippe Wagner
- Clinical Sciences, Department of Cancer Epidemiology, Lund University
- Christopher Scott
- Department of Health Sciences Research, Mayo Clinic
- Stacey J. Winham
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic
- Celine M. Vachon
- Division of Epidemiology, Department of Health Science Research, Mayo Clinic
- Charles M. Perou
- Division of Epidemiology, Department of Health Science Research, Mayo Clinic
- Andrew F. Olshan
- Department of Epidemiology, Gillings School of Global Public Health, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill
- Melissa A. Troester
- Department of Epidemiology, Gillings School of Global Public Health, UNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill
- David J. Hunter
- Nuffield Department of Population Health, University of Oxford
- Heather A. Eliassen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health
- Rulla M. Tamimi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health
- Kristen Brantley
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School
- Irene L. Andrulis
- Lunenfeld-Tanenbaum Research Institute of Mount Sinai Hospital, Fred A. Litwin Center for Cancer Genetics
- Jonine Figueroa
- Usher Institute of Population Health Sciences and Informatics, The University of Edinburgh
- Stephen J. Chanock
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health
- Thomas U. Ahearn
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health
- Montserrat García-Closas
- Division of Cancer Epidemiology and Genetics, Department of Health and Human Services, National Cancer Institute, National Institutes of Health
- Gareth D. Evans
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester
- William G. Newman
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester
- Elke M. van Veen
- Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Manchester Academic Health Science Centre, University of Manchester
- Anthony Howell
- Division of Cancer Sciences, University of Manchester
- Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet
- Niclas Håkansson
- Institute of Environmental Medicine, Karolinska Institutet
- Hoda Anton-Culver
- Department of Medicine, Genetic Epidemiology Research Institute, University of California Irvine
- Argyrios Ziogas
- Department of Medicine, Genetic Epidemiology Research Institute, University of California Irvine
- Michael E. Jones
- Division of Genetics and Epidemiology, The Institute of Cancer Research
- Nick Orr
- Centre for Cancer Research and Cell Biology, Queen’s University Belfast
- Minouk J. Schoemaker
- Division of Genetics and Epidemiology, The Institute of Cancer Research
- Anthony J. Swerdlow
- Division of Genetics and Epidemiology, The Institute of Cancer Research
- Cari M. Kitahara
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute
- Martha Linet
- Radiation Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute
- Ross L. Prentice
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center
- Douglas F. Easton
- Department of Public Health and Primary Care, Centre for Cancer Genetic Epidemiology, University of Cambridge
- Roger L. Milne
- Cancer Epidemiology Division, Cancer Council Victoria
- Peter Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health
- Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ)
- Sara Lindström
- Department of Epidemiology, School of Public Health, University of Washington
- DOI
- https://doi.org/10.1038/s41598-022-10121-2
- Journal volume & issue
-
Vol. 12,
no. 1
pp. 1 – 12
Abstract
Abstract Use of menopausal hormone therapy (MHT) is associated with increased risk for breast cancer. However, the relevant mechanisms and its interaction with genetic variants are not fully understood. We conducted a genome-wide interaction analysis between MHT use and genetic variants for breast cancer risk in 27,585 cases and 34,785 controls from 26 observational studies. All women were post-menopausal and of European ancestry. Multivariable logistic regression models were used to test for multiplicative interactions between genetic variants and current MHT use. We considered interaction p-values < 5 × 10–8 as genome-wide significant, and p-values < 1 × 10–5 as suggestive. Linkage disequilibrium (LD)-based clumping was performed to identify independent candidate variants. None of the 9.7 million genetic variants tested for interactions with MHT use reached genome-wide significance. Only 213 variants, representing 18 independent loci, had p-values < 1 × 105. The strongest evidence was found for rs4674019 (p-value = 2.27 × 10–7), which showed genome-wide significant interaction (p-value = 3.8 × 10–8) with current MHT use when analysis was restricted to population-based studies only. Limiting the analyses to combined estrogen–progesterone MHT use only or to estrogen receptor (ER) positive cases did not identify any genome-wide significant evidence of interactions. In this large genome-wide SNP-MHT interaction study of breast cancer, we found no strong support for common genetic variants modifying the effect of MHT on breast cancer risk. These results suggest that common genetic variation has limited impact on the observed MHT–breast cancer risk association.