Perfluoroalkyl substances exposure and the risk of breast cancer: A nested case-control study in Jinchang Cohort

IF 7.7 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Environmental Research Pub Date : 2024-09-01 DOI:10.1016/j.envres.2024.119909
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Abstract

Background

As persistent organic pollutants (POPs), perfluoroalkyl substances (PFAS) may potentially impact human health. Our study aimed to investigate the prospective association between PFAS exposure and the incidence risk of breast cancer in females.

Methods

By fully following the Jinchang Cohort after a decade, we conducted this nested case-control study with 135 incidence cases of breast cancer (BC) and 540 bias-paired controls. The PFAS levels were tested by baseline serum samples. Conditional logistic regression and a restricted cubic spline model were employed to investigate the BC incidence risks and the dose-response associated with single PFAS component exposure. Furthermore, the Quantile g-computation model (Qgc), random forest model (RFM), and bayesian kernel machine regression models (BKMR) were integrated to estimate the mixed effects of PFAS exposure on the incidence risk of BC.

Results

Exposures to specific PFAS components were positively associated with an increased incidence risk of breast cancer. By grouping the study population into different baseline menopausal statuses, PFHxS, PFNA, PFBA, PFUdA, PFOS, and PFDA demonstrated a similarly positive correlation with BC incidence risks. However, the increased incidence risks of BC associated with PFOA, PFOS, PFUdA, and 9CL-PF3ONS exposure were exclusively found in the premenopausal population. Both BKMR and Qgc revealed that exposure to mixed PFAS was associated with an increased risk of breast cancer, with Qgc specifically indicating an odds ratio (OR) of 2.21 (95% CI: 1.53, 3.19). Random forests showed that PFBA, PFOS, PFHxS, and PFDA emerged as predominant factors potentially influencing breast cancer incidence.

Conclusion

Our findings suggest a strong association between PFAS exposure and the incidence of breast cancer. Premenopausal women should exercise more caution regarding PFAS exposure.

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全氟烷基物质暴露与乳腺癌风险:金昌队列的巢式病例对照研究。
背景:作为持久性有机污染物(POPs),全氟烷基物质(PFAS)可能会对人类健康产生潜在影响。我们的研究旨在探讨 PFAS 暴露与女性乳腺癌发病风险之间的前瞻性关联:通过对金昌队列十年后的全面跟踪,我们对 135 例乳腺癌(BC)发病病例和 540 例偏倚配对对照进行了巢式病例对照研究。基线血清样本检测了 PFAS 水平。研究采用条件逻辑回归和受限立方样条模型来调查乳腺癌发病风险以及与单一 PFAS 成分暴露相关的剂量反应。此外,还整合了量子g计算模型(Qgc)、随机森林模型(RFM)和贝叶斯核机器回归模型(BKMR),以估计PFAS暴露对BC发病风险的混合效应:结果:特定全氟辛烷磺酸成分的暴露与乳腺癌发病风险的增加呈正相关。通过将研究人群按不同的基线绝经状态分组,PFHxS、PFNA、PFBA、PFUdA、PFOS 和 PFDA 与乳腺癌发病风险呈类似的正相关。然而,与 PFOA、PFOS、PFUdA 和 9CL-PF3ONS 暴露相关的 BC 发病率风险增加仅出现在绝经前人群中。BKMR 和 Qgc 均显示,暴露于混合 PFAS 与乳腺癌风险增加有关,其中 Qgc 特别显示出 2.21 的几率比(OR)(95% CI:1.53, 3.19)。随机森林显示,PFBA、PFOS、PFHxS 和 PFDA 是潜在影响乳腺癌发病率的主要因素:我们的研究结果表明,PFAS 暴露与乳腺癌发病率之间存在密切联系。绝经前妇女在接触全氟辛烷磺酸时应更加谨慎。
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来源期刊
Environmental Research
Environmental Research 环境科学-公共卫生、环境卫生与职业卫生
CiteScore
12.60
自引率
8.40%
发文量
2480
审稿时长
4.7 months
期刊介绍: The Environmental Research journal presents a broad range of interdisciplinary research, focused on addressing worldwide environmental concerns and featuring innovative findings. Our publication strives to explore relevant anthropogenic issues across various environmental sectors, showcasing practical applications in real-life settings.
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