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教育与乳腺钼靶摄影的乳房密度。

Education and mammographic breast density.

作者信息

Al Hasan Syed Mahfuz, Matthew Kayode A, Toriola Adetunji T

机构信息

Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8100, St. Louis, MO, 63110, USA.

Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, USA.

出版信息

Breast Cancer Res Treat. 2025 Apr;210(2):377-384. doi: 10.1007/s10549-024-07575-5. Epub 2024 Dec 17.

Abstract

PURPOSE

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.

METHODS

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.

RESULTS

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.

CONCLUSION

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.

摘要

目的

关于教育程度与乳腺钼靶密度(MBD)之间的关联,存在相互矛盾的报道。为解决这一问题,我们研究了教育程度与MBD之间的关联,并进一步确定这种关联是否以及在多大程度上由年龄和肥胖等已知混杂因素介导。

方法

在密苏里州圣路易斯华盛顿大学医学院的乔安妮·奈特乳腺健康中心,对女性(n = 1155)进行年度乳腺钼靶筛查时招募她们。我们使用体积百分比密度(VPD;Volpara 1.5;Volpara Health)评估MBD。我们进行了广义线性建模,并对潜在混杂因素进行了调整,以估计不同教育水平下VPD的差异,并评估这种关联在种族和绝经状态方面是否存在差异。我们还使用PROCESS宏版本4.3进行了中介分析。对VPD进行对数转换,并报告反转换后的值。

结果

在对年龄、体重指数(BMI)和其他混杂因素进行调整的分析中,与大学以下教育程度的女性(n = 358,VPD为6.62% [95% CI 6.27 - 7.00])相比,大学教育程度(n = 401)和研究生教育程度(n = 396)的女性VPD更高(分别为7.21% [95% CI 6.87 - 7.59]和7.18% [95% CI 6.82 - 7.53];p = 0.051)。然而,当分析调整为体脂百分比而非BMI时,这种关联减弱(大学毕业生:7.26% [95% CI 6.92 - 7.62];研究生:7.19% [95% CI 6.85 - 7.55] 对比大学以下:6.78% [95% CI 6.41 - 7.16];p = 0.156)。在绝经前女性中,体脂百分比和BMI分别介导了教育程度与VPD之间关联的71%和64%,但在绝经后女性中并非如此。这种关联在不同种族之间没有差异。

结论

在调整肥胖因素后,教育程度与VPD无关。肥胖在很大程度上介导了教育程度与VPD之间的关联,尤其是在绝经前女性中,相比于BMI,体脂百分比对肥胖的反映更为稳健。

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