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The Association of Age at Menarche and Adult Height With Mammographic Density in the International Consortium of Mammographic Density Publisher Pubmed



Ward SV1 ; Burton A2, 3 ; Tamimi RM4 ; Pereira A5 ; Garmendia ML5 ; Pollan M6, 7 ; Boyd N8 ; Dossantossilva I9 ; Maskarinec G10 ; Perezgomez B6, 7 ; Vachon C11 ; Miao H12 ; Lajous M13 ; Lopezridaura R13 Show All Authors
Authors
  1. Ward SV1
  2. Burton A2, 3
  3. Tamimi RM4
  4. Pereira A5
  5. Garmendia ML5
  6. Pollan M6, 7
  7. Boyd N8
  8. Dossantossilva I9
  9. Maskarinec G10
  10. Perezgomez B6, 7
  11. Vachon C11
  12. Miao H12
  13. Lajous M13
  14. Lopezridaura R13
  15. Bertrand K14
  16. Kwong A15, 16, 17
  17. Ursin G18, 19, 20
  18. Lee E21
  19. Ma H22
  20. Vinnicombe S23
  21. Moss S24
  22. Allen S25
  23. Ndumia R26
  24. Vinayak S26
  25. Teo SH27, 28
  26. Mariapun S28
  27. Peplonska B29
  28. Bukowskadamska A30
  29. Nagata C31
  30. Hopper J32
  31. Giles G32, 33
  32. Ozmen V34
  33. Aribal ME35
  34. Schuz J1
  35. Van Gils CH36
  36. Wanders JOP36
  37. Sirous R37
  38. Sirous M38
  39. Hipwell J39
  40. Kim J40
  41. Lee JW40
  42. Dickens C41
  43. Hartman M12, 42
  44. Chia KS43
  45. Scott C11
  46. Chiarelli AM44
  47. Linton L8
  48. Flugelman AA45
  49. Salem D46
  50. Kamal R46
  51. Mccormack V2
  52. Stone J1
Show Affiliations
Authors Affiliations
  1. 1. School of Population and Global Health, The University of Western Australia, Perth, Australia
  2. 2. Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer, 150 Cours Albert Thomas, Lyon Cedex 08, 69372, France
  3. 3. Translation Health Sciences, University of Bristol, Bristol, United Kingdom
  4. 4. Population Health Sciences, Weill Cornell Medical College, Cornell University, New York, United States
  5. 5. Institute of Nutrition and Food Technology, University of Chile, Santiago, Chile
  6. 6. Cancer and Environmental Epidemiology Unit, Instituto de Salud Carlos III, Madrid, Spain
  7. 7. Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain
  8. 8. Princess Margaret Cancer Centre, Toronto, ON, Canada
  9. 9. Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, United Kingdom
  10. 10. University of Hawaii Cancer Center, Honolulu, HI, United States
  11. 11. Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States
  12. 12. Saw Swee Hock School of Public Health, National University of Singapore, Singapore City, Singapore
  13. 13. Instituto Nacional de Salud Publica, Cuernavaca, Mexico
  14. 14. Slone Epidemiology Center at, Boston University, Boston, MA, United States
  15. 15. Division of Breast Surgery, Faculty of Medicine, University of Hong Kong, Pok Fu Lam, Hong Kong
  16. 16. Department of Surgery and Cancer Genetics Center, Hong Kong Sanatorium and Hospital, Pok Fu Lam, Hong Kong
  17. 17. Hong Kong Hereditary Breast Cancer Family Registry, Pok Fu Lam, Hong Kong
  18. 18. Cancer Registry of Norway, Oslo, Norway
  19. 19. Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
  20. 20. Department of Preventive Medicine, University of Southern California, Los Angeles, CA, United States
  21. 21. Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, United States
  22. 22. Department of Population Sciences, City of Hope National Medical Center, Duarte, CA, United States
  23. 23. Division of Cancer Research, Ninewells Hospital and Medical School, University of Dundee, Scotland, Dundee, United Kingdom
  24. 24. Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, United Kingdom
  25. 25. Department of Imaging, Royal Marsden NHS Foundation Trust, London, United Kingdom
  26. 26. Aga Khan University Hospital, Nairobi, Kenya
  27. 27. Breast Cancer Research Group, University Malaya Medical Centre, University Malaya, Kuala Lumpur, Malaysia
  28. 28. Cancer Research Malaysia, Subang Jaya, Malaysia
  29. 29. Department of Environmental Epidemiology, Nofer Institute of Occupational Medicine, Lodz, Poland
  30. 30. Department of Physiology, Pathophysiology and Clinical Immunology, Medical University of Lodz., Lodz, Poland
  31. 31. Department of Epidemiology and Preventive Medicine, Graduate School of Medicine, Gifu University, Gifu, Japan
  32. 32. Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia
  33. 33. Cancer Epidemiology Centre, Cancer Council Victoria, Melbourne, VIC, Australia
  34. 34. Faculty of Medicine, Istanbul University, Istanbul, Turkey
  35. 35. Department of Radiology, School of Medicine, Marmara University, Istanbul, Turkey
  36. 36. Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, Netherlands
  37. 37. Radiology Department, George Washington University Hospital, Washington, DC, United States
  38. 38. Radiology Department, Isfahan University of Medical Sciences, Isfahan, Iran
  39. 39. Centre for Medical Image Computing, University College London, London, United Kingdom
  40. 40. Asan Medical Center, Seoul, South Korea
  41. 41. Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
  42. 42. Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
  43. 43. NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore, Singapore
  44. 44. Ontario Breast Screening Program, Cancer Care Ontario, Toronto, ON, Canada
  45. 45. National Cancer Control Center, Lady Davis Carmel Medical Center, Faculty of Medicine, Technion-Israel Institute Technology, Haifa, Israel
  46. 46. Woman Imaging Unit, Radiodiagnosis Department, Kasr El Aini, Cairo University Hospitals, Cairo, Egypt

Source: Breast Cancer Research Published:2022


Abstract

Background: Early age at menarche and tall stature are associated with increased breast cancer risk. We examined whether these associations were also positively associated with mammographic density, a strong marker of breast cancer risk. Methods: Participants were 10,681 breast-cancer-free women from 22 countries in the International Consortium of Mammographic Density, each with centrally assessed mammographic density and a common set of epidemiologic data. Study periods for the 27 studies ranged from 1987 to 2014. Multi-level linear regression models estimated changes in square-root per cent density (√PD) and dense area (√DA) associated with age at menarche and adult height in pooled analyses and population-specific meta-analyses. Models were adjusted for age at mammogram, body mass index, menopausal status, hormone therapy use, mammography view and type, mammographic density assessor, parity and height/age at menarche. Results: In pooled analyses, later age at menarche was associated with higher per cent density (β√PD = 0.023 SE = 0.008, P = 0.003) and larger dense area (β√DA = 0.032 SE = 0.010, P = 0.002). Taller women had larger dense area (β√DA = 0.069 SE = 0.028, P = 0.012) and higher per cent density (β√PD = 0.044, SE = 0.023, P = 0.054), although the observed effect on per cent density depended upon the adjustment used for body size. Similar overall effect estimates were observed in meta-analyses across population groups. Conclusions: In one of the largest international studies to date, later age at menarche was positively associated with mammographic density. This is in contrast to its association with breast cancer risk, providing little evidence of mediation. Increased height was also positively associated with mammographic density, particularly dense area. These results suggest a complex relationship between growth and development, mammographic density and breast cancer risk. Future studies should evaluate the potential mediation of the breast cancer effects of taller stature through absolute breast density. © 2022, The Author(s).
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