Cargando…

Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk

BACKGROUND: Mammographic breast density, adjusted for age and body mass index, and a polygenic risk score (PRS), comprised of common genetic variation, are both strong risk factors for breast cancer and increase discrimination of risk models. Understanding their joint contribution will be important...

Descripción completa

Detalles Bibliográficos
Autores principales: Vachon, Celine M., Scott, Christopher G., Tamimi, Rulla M., Thompson, Deborah J., Fasching, Peter A., Stone, Jennifer, Southey, Melissa C., Winham, Stacey, Lindström, Sara, Lilyquist, Jenna, Giles, Graham G., Milne, Roger L., MacInnis, Robert J., Baglietto, Laura, Li, Jingmei, Czene, Kamila, Bolla, Manjeet K., Wang, Qin, Dennis, Joe, Haeberle, Lothar, Eriksson, Mikael, Kraft, Peter, Luben, Robert, Wareham, Nick, Olson, Janet E., Norman, Aaron, Polley, Eric C., Maskarinec, Gertraud, Le Marchand, Loic, Haiman, Christopher A., Hopper, John L., Couch, Fergus J., Easton, Douglas F., Hall, Per, Chatterjee, Nilanjan, Garcia-Closas, Montse
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6532188/
https://www.ncbi.nlm.nih.gov/pubmed/31118087
http://dx.doi.org/10.1186/s13058-019-1138-8
_version_ 1783420966350618624
author Vachon, Celine M.
Scott, Christopher G.
Tamimi, Rulla M.
Thompson, Deborah J.
Fasching, Peter A.
Stone, Jennifer
Southey, Melissa C.
Winham, Stacey
Lindström, Sara
Lilyquist, Jenna
Giles, Graham G.
Milne, Roger L.
MacInnis, Robert J.
Baglietto, Laura
Li, Jingmei
Czene, Kamila
Bolla, Manjeet K.
Wang, Qin
Dennis, Joe
Haeberle, Lothar
Eriksson, Mikael
Kraft, Peter
Luben, Robert
Wareham, Nick
Olson, Janet E.
Norman, Aaron
Polley, Eric C.
Maskarinec, Gertraud
Le Marchand, Loic
Haiman, Christopher A.
Hopper, John L.
Couch, Fergus J.
Easton, Douglas F.
Hall, Per
Chatterjee, Nilanjan
Garcia-Closas, Montse
author_facet Vachon, Celine M.
Scott, Christopher G.
Tamimi, Rulla M.
Thompson, Deborah J.
Fasching, Peter A.
Stone, Jennifer
Southey, Melissa C.
Winham, Stacey
Lindström, Sara
Lilyquist, Jenna
Giles, Graham G.
Milne, Roger L.
MacInnis, Robert J.
Baglietto, Laura
Li, Jingmei
Czene, Kamila
Bolla, Manjeet K.
Wang, Qin
Dennis, Joe
Haeberle, Lothar
Eriksson, Mikael
Kraft, Peter
Luben, Robert
Wareham, Nick
Olson, Janet E.
Norman, Aaron
Polley, Eric C.
Maskarinec, Gertraud
Le Marchand, Loic
Haiman, Christopher A.
Hopper, John L.
Couch, Fergus J.
Easton, Douglas F.
Hall, Per
Chatterjee, Nilanjan
Garcia-Closas, Montse
author_sort Vachon, Celine M.
collection PubMed
description BACKGROUND: Mammographic breast density, adjusted for age and body mass index, and a polygenic risk score (PRS), comprised of common genetic variation, are both strong risk factors for breast cancer and increase discrimination of risk models. Understanding their joint contribution will be important to more accurately predict risk. METHODS: Using 3628 breast cancer cases and 5126 controls of European ancestry from eight case-control studies, we evaluated joint associations of a 77-single nucleotide polymorphism (SNP) PRS and quantitative mammographic density measures with breast cancer. Mammographic percent density and absolute dense area were evaluated using thresholding software and examined as residuals after adjusting for age, 1/BMI, and study. PRS and adjusted density phenotypes were modeled both continuously (per 1 standard deviation, SD) and categorically. We fit logistic regression models and tested the null hypothesis of multiplicative joint associations for PRS and adjusted density measures using likelihood ratio and global and tail-based goodness of fit tests within the subset of six cohort or population-based studies. RESULTS: Adjusted percent density (odds ratio (OR) = 1.45 per SD, 95% CI 1.38–1.52), adjusted absolute dense area (OR = 1.34 per SD, 95% CI 1.28–1.41), and the 77-SNP PRS (OR = 1.52 per SD, 95% CI 1.45–1.59) were associated with breast cancer risk. There was no evidence of interaction of the PRS with adjusted percent density or dense area on risk of breast cancer by either the likelihood ratio (P > 0.21) or goodness of fit tests (P > 0.09), whether assessed continuously or categorically. The joint association (OR) was 2.60 in the highest categories of adjusted PD and PRS and 0.34 in the lowest categories, relative to women in the second density quartile and middle PRS quintile. CONCLUSIONS: The combined associations of the 77-SNP PRS and adjusted density measures are generally well described by multiplicative models, and both risk factors provide independent information on breast cancer risk. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13058-019-1138-8) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-6532188
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-65321882019-05-28 Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk Vachon, Celine M. Scott, Christopher G. Tamimi, Rulla M. Thompson, Deborah J. Fasching, Peter A. Stone, Jennifer Southey, Melissa C. Winham, Stacey Lindström, Sara Lilyquist, Jenna Giles, Graham G. Milne, Roger L. MacInnis, Robert J. Baglietto, Laura Li, Jingmei Czene, Kamila Bolla, Manjeet K. Wang, Qin Dennis, Joe Haeberle, Lothar Eriksson, Mikael Kraft, Peter Luben, Robert Wareham, Nick Olson, Janet E. Norman, Aaron Polley, Eric C. Maskarinec, Gertraud Le Marchand, Loic Haiman, Christopher A. Hopper, John L. Couch, Fergus J. Easton, Douglas F. Hall, Per Chatterjee, Nilanjan Garcia-Closas, Montse Breast Cancer Res Research Article BACKGROUND: Mammographic breast density, adjusted for age and body mass index, and a polygenic risk score (PRS), comprised of common genetic variation, are both strong risk factors for breast cancer and increase discrimination of risk models. Understanding their joint contribution will be important to more accurately predict risk. METHODS: Using 3628 breast cancer cases and 5126 controls of European ancestry from eight case-control studies, we evaluated joint associations of a 77-single nucleotide polymorphism (SNP) PRS and quantitative mammographic density measures with breast cancer. Mammographic percent density and absolute dense area were evaluated using thresholding software and examined as residuals after adjusting for age, 1/BMI, and study. PRS and adjusted density phenotypes were modeled both continuously (per 1 standard deviation, SD) and categorically. We fit logistic regression models and tested the null hypothesis of multiplicative joint associations for PRS and adjusted density measures using likelihood ratio and global and tail-based goodness of fit tests within the subset of six cohort or population-based studies. RESULTS: Adjusted percent density (odds ratio (OR) = 1.45 per SD, 95% CI 1.38–1.52), adjusted absolute dense area (OR = 1.34 per SD, 95% CI 1.28–1.41), and the 77-SNP PRS (OR = 1.52 per SD, 95% CI 1.45–1.59) were associated with breast cancer risk. There was no evidence of interaction of the PRS with adjusted percent density or dense area on risk of breast cancer by either the likelihood ratio (P > 0.21) or goodness of fit tests (P > 0.09), whether assessed continuously or categorically. The joint association (OR) was 2.60 in the highest categories of adjusted PD and PRS and 0.34 in the lowest categories, relative to women in the second density quartile and middle PRS quintile. CONCLUSIONS: The combined associations of the 77-SNP PRS and adjusted density measures are generally well described by multiplicative models, and both risk factors provide independent information on breast cancer risk. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13058-019-1138-8) contains supplementary material, which is available to authorized users. BioMed Central 2019-05-22 2019 /pmc/articles/PMC6532188/ /pubmed/31118087 http://dx.doi.org/10.1186/s13058-019-1138-8 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Vachon, Celine M.
Scott, Christopher G.
Tamimi, Rulla M.
Thompson, Deborah J.
Fasching, Peter A.
Stone, Jennifer
Southey, Melissa C.
Winham, Stacey
Lindström, Sara
Lilyquist, Jenna
Giles, Graham G.
Milne, Roger L.
MacInnis, Robert J.
Baglietto, Laura
Li, Jingmei
Czene, Kamila
Bolla, Manjeet K.
Wang, Qin
Dennis, Joe
Haeberle, Lothar
Eriksson, Mikael
Kraft, Peter
Luben, Robert
Wareham, Nick
Olson, Janet E.
Norman, Aaron
Polley, Eric C.
Maskarinec, Gertraud
Le Marchand, Loic
Haiman, Christopher A.
Hopper, John L.
Couch, Fergus J.
Easton, Douglas F.
Hall, Per
Chatterjee, Nilanjan
Garcia-Closas, Montse
Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
title Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
title_full Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
title_fullStr Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
title_full_unstemmed Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
title_short Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
title_sort joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6532188/
https://www.ncbi.nlm.nih.gov/pubmed/31118087
http://dx.doi.org/10.1186/s13058-019-1138-8
work_keys_str_mv AT vachoncelinem jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT scottchristopherg jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT tamimirullam jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT thompsondeborahj jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT faschingpetera jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT stonejennifer jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT southeymelissac jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT winhamstacey jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT lindstromsara jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT lilyquistjenna jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT gilesgrahamg jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT milnerogerl jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT macinnisrobertj jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT bagliettolaura jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT lijingmei jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT czenekamila jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT bollamanjeetk jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT wangqin jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT dennisjoe jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT haeberlelothar jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT erikssonmikael jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT kraftpeter jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT lubenrobert jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT warehamnick jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT olsonjanete jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT normanaaron jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT polleyericc jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT maskarinecgertraud jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT lemarchandloic jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT haimanchristophera jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT hopperjohnl jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT couchfergusj jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT eastondouglasf jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT hallper jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT chatterjeenilanjan jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk
AT garciaclosasmontse jointassociationofmammographicdensityadjustedforageandbodymassindexandpolygenicriskscorewithbreastcancerrisk