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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Breast Cancer Resear...arrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
Breast Cancer Research and Treatment
Article . 2024 . Peer-reviewed
License: Springer Nature TDM
Data sources: Crossref
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Education and mammographic breast density

Authors: Syed Mahfuz, Al Hasan; Kayode A, Matthew; Adetunji T, Toriola;

Education and mammographic breast density

Abstract

There are conflicting reports on the associations of education with mammographic breast density (MBD). To address this, we investigated the associations of education with MBD and additionally determined if and to what extent this association is mediated by known confounders such as age and adiposity.Women (n = 1155) were recruited during their annual screening mammogram at the Joanne Knight Breast Health Center at Washington University School of Medicine in St. Louis, MO. We assessed MBD using volumetric percent density (VPD; Volpara 1.5; Volpara Health®). We performed generalized linear modeling adjusted for potential confounders to estimate the differences in VPD by education level and evaluated whether associations differ by race and menopausal status. We also performed mediation analysis using PROCESS macro version 4.3. VPD was log-transformed, and back-transformed values are reported.Women with college (n = 401) and postgraduate education (n = 396) had higher VPD (7.21% [95% CI 6.87-7.59] and 7.18% [95% CI 6.82-7.53], respectively) compared to women (n = 358) with below college education (6.62% [95% CI 6.27-7.00]; p = 0.051) in analysis adjusted for age, body mass index (BMI) and other confounders. However, the association attenuated when the analysis was adjusted for body fat% instead of BMI (college graduate: 7.26% [95% CI 6.92-7.62]; postgraduate: 7.19% [95% CI 6.85-7.55] vs. below college: 6.78% [95% CI 6.41-7.16]; p = 0.156). Body fat% and BMI mediated 71% and 64% of the association between education and VPD, respectively in premenopausal women, but not in postmenopausal women. Associations did not differ by race.Education was not associated with VPD after adjusting for adiposity. Adiposity mostly mediated the association between education and VPD, particularly among premenopausal women with body fat% a slightly more robust capture of adiposity than BMI.

Related Organizations
Keywords

Adult, Humans, Educational Status, Female, Breast Neoplasms, Breast, Middle Aged, Breast Density, Mammography, Aged, Body Mass Index

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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