Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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
_version_ 1784747644670705664
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
work_keys_str_mv AT wardsarahv theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT burtonanya theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT tamimirullam theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT pereiraana theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT garmendiamarialuisa theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT pollanmarina theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT boydnorman theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT dossantossilvaisabel theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT maskarinecgertraud theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT perezgomezbeatriz theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vachonceline theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT miaohui theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT lajousmartin theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT lopezridauraruy theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT bertrandkimberly theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT kwongava theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT ursingiske theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT leeeunjung theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mahuiyan theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vinnicombesarah theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mosssue theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT allensteve theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT ndumiarose theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vinayaksudhir theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT teosoohwang theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mariapunshivaani theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT peplonskabeata theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT bukowskadamskaagnieszka theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT nagatachisato theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT hopperjohn theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT gilesgraham theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT ozmenvahit theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT aribalmustafaerkin theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT schuzjoachim theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vangilscarlah theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT wandersjohannaop theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT sirousreza theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT sirousmehri theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT hipwelljohn theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT kimjisun theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT leejongwon theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT dickenscaroline theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT hartmanmikael theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT chiakeeseng theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT scottchristopher theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT chiarelliannam theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT lintonlinda theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT flugelmananatharzee theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT salemdorria theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT kamalrasha theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mccormackvalerie theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT stonejennifer theassociationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT wardsarahv associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT burtonanya associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT tamimirullam associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT pereiraana associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT garmendiamarialuisa associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT pollanmarina associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT boydnorman associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT dossantossilvaisabel associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT maskarinecgertraud associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT perezgomezbeatriz associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vachonceline associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT miaohui associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT lajousmartin associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT lopezridauraruy associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT bertrandkimberly associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT kwongava associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT ursingiske associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT leeeunjung associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mahuiyan associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vinnicombesarah associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mosssue associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT allensteve associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT ndumiarose associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vinayaksudhir associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT teosoohwang associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mariapunshivaani associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT peplonskabeata associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT bukowskadamskaagnieszka associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT nagatachisato associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT hopperjohn associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT gilesgraham associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT ozmenvahit associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT aribalmustafaerkin associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT schuzjoachim associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT vangilscarlah associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT wandersjohannaop associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT sirousreza associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT sirousmehri associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT hipwelljohn associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT kimjisun associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT leejongwon associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT dickenscaroline associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT hartmanmikael associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT chiakeeseng associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT scottchristopher associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT chiarelliannam associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT lintonlinda associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT flugelmananatharzee associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT salemdorria associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT kamalrasha associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT mccormackvalerie associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity
AT stonejennifer associationofageatmenarcheandadultheightwithmammographicdensityintheinternationalconsortiumofmammographicdensity