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The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density
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 fro...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284807/ https://www.ncbi.nlm.nih.gov/pubmed/35836268 http://dx.doi.org/10.1186/s13058-022-01545-9 |
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author | Ward, Sarah V. Burton, Anya Tamimi, Rulla M. Pereira, Ana Garmendia, Maria Luisa Pollan, Marina Boyd, Norman dos-Santos-Silva, Isabel Maskarinec, Gertraud Perez-Gomez, Beatriz Vachon, Celine Miao, Hui Lajous, Martín López-Ridaura, Ruy Bertrand, Kimberly Kwong, Ava Ursin, Giske Lee, Eunjung Ma, Huiyan Vinnicombe, Sarah Moss, Sue Allen, Steve Ndumia, Rose Vinayak, Sudhir Teo, Soo-Hwang Mariapun, Shivaani Peplonska, Beata Bukowska-Damska, Agnieszka Nagata, Chisato Hopper, John Giles, Graham Ozmen, Vahit Aribal, Mustafa Erkin Schüz, Joachim Van Gils, Carla H. Wanders, Johanna O. P. Sirous, Reza Sirous, Mehri Hipwell, John Kim, Jisun Lee, Jong Won Dickens, Caroline Hartman, Mikael Chia, Kee-Seng Scott, Christopher Chiarelli, Anna M. Linton, Linda Flugelman, Anath Arzee Salem, Dorria Kamal, Rasha McCormack, Valerie Stone, Jennifer |
author_facet | Ward, Sarah V. Burton, Anya Tamimi, Rulla M. Pereira, Ana Garmendia, Maria Luisa Pollan, Marina Boyd, Norman dos-Santos-Silva, Isabel Maskarinec, Gertraud Perez-Gomez, Beatriz Vachon, Celine Miao, Hui Lajous, Martín López-Ridaura, Ruy Bertrand, Kimberly Kwong, Ava Ursin, Giske Lee, Eunjung Ma, Huiyan Vinnicombe, Sarah Moss, Sue Allen, Steve Ndumia, Rose Vinayak, Sudhir Teo, Soo-Hwang Mariapun, Shivaani Peplonska, Beata Bukowska-Damska, Agnieszka Nagata, Chisato Hopper, John Giles, Graham Ozmen, Vahit Aribal, Mustafa Erkin Schüz, Joachim Van Gils, Carla H. Wanders, Johanna O. P. Sirous, Reza Sirous, Mehri Hipwell, John Kim, Jisun Lee, Jong Won Dickens, Caroline Hartman, Mikael Chia, Kee-Seng Scott, Christopher Chiarelli, Anna M. Linton, Linda Flugelman, Anath Arzee Salem, Dorria Kamal, Rasha McCormack, Valerie Stone, Jennifer |
author_sort | Ward, Sarah V. |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-022-01545-9. |
format | Online Article Text |
id | pubmed-9284807 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92848072022-07-16 The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density Ward, Sarah V. Burton, Anya Tamimi, Rulla M. Pereira, Ana Garmendia, Maria Luisa Pollan, Marina Boyd, Norman dos-Santos-Silva, Isabel Maskarinec, Gertraud Perez-Gomez, Beatriz Vachon, Celine Miao, Hui Lajous, Martín López-Ridaura, Ruy Bertrand, Kimberly Kwong, Ava Ursin, Giske Lee, Eunjung Ma, Huiyan Vinnicombe, Sarah Moss, Sue Allen, Steve Ndumia, Rose Vinayak, Sudhir Teo, Soo-Hwang Mariapun, Shivaani Peplonska, Beata Bukowska-Damska, Agnieszka Nagata, Chisato Hopper, John Giles, Graham Ozmen, Vahit Aribal, Mustafa Erkin Schüz, Joachim Van Gils, Carla H. Wanders, Johanna O. P. Sirous, Reza Sirous, Mehri Hipwell, John Kim, Jisun Lee, Jong Won Dickens, Caroline Hartman, Mikael Chia, Kee-Seng Scott, Christopher Chiarelli, Anna M. Linton, Linda Flugelman, Anath Arzee Salem, Dorria Kamal, Rasha McCormack, Valerie Stone, Jennifer Breast Cancer Res Research 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-022-01545-9. BioMed Central 2022-07-14 2022 /pmc/articles/PMC9284807/ /pubmed/35836268 http://dx.doi.org/10.1186/s13058-022-01545-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ward, Sarah V. Burton, Anya Tamimi, Rulla M. Pereira, Ana Garmendia, Maria Luisa Pollan, Marina Boyd, Norman dos-Santos-Silva, Isabel Maskarinec, Gertraud Perez-Gomez, Beatriz Vachon, Celine Miao, Hui Lajous, Martín López-Ridaura, Ruy Bertrand, Kimberly Kwong, Ava Ursin, Giske Lee, Eunjung Ma, Huiyan Vinnicombe, Sarah Moss, Sue Allen, Steve Ndumia, Rose Vinayak, Sudhir Teo, Soo-Hwang Mariapun, Shivaani Peplonska, Beata Bukowska-Damska, Agnieszka Nagata, Chisato Hopper, John Giles, Graham Ozmen, Vahit Aribal, Mustafa Erkin Schüz, Joachim Van Gils, Carla H. Wanders, Johanna O. P. Sirous, Reza Sirous, Mehri Hipwell, John Kim, Jisun Lee, Jong Won Dickens, Caroline Hartman, Mikael Chia, Kee-Seng Scott, Christopher Chiarelli, Anna M. Linton, Linda Flugelman, Anath Arzee Salem, Dorria Kamal, Rasha McCormack, Valerie Stone, Jennifer The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density |
title | The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density |
title_full | The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density |
title_fullStr | The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density |
title_full_unstemmed | The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density |
title_short | The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density |
title_sort | association of age at menarche and adult height with mammographic density in the international consortium of mammographic density |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284807/ https://www.ncbi.nlm.nih.gov/pubmed/35836268 http://dx.doi.org/10.1186/s13058-022-01545-9 |
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