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长期暴露于细颗粒物成分与老年人认知障碍:一项长达 18 年的中国全国范围队列研究。

Long-term exposure to fine particulate matter constituents and cognitive impairment among older adults: An 18-year Chinese nationwide cohort study.

机构信息

Department of Big Data in Health Science, School of Public Health, Zhejiang University, Hangzhou 310058, China.

Department of Land Resource Management, School of Humanities and Law, Northeastern University, Shenyang 110004, China.

出版信息

J Hazard Mater. 2024 Apr 15;468:133785. doi: 10.1016/j.jhazmat.2024.133785. Epub 2024 Feb 13.

Abstract

BACKGROUND

Although growing evidence has shown independent links of long-term exposure to fine particulate matter (PM) with cognitive impairment, the effects of its constituents remain unclear. This study aims to explore the associations of long-term exposure to ambient PM constituents' mixture with cognitive impairment in Chinese older adults, and to further identify the main contributor.

METHODS

15,274 adults ≥ 65 years old were recruited by the Chinese Longitudinal Healthy Longevity Study (CLHLS) and followed up through 7 waves during 2000-2018. Concentrations of ambient PM and its constituents (i.e., black carbon [BC], organic matter [OM], ammonium [NH], sulfate [SO], and nitrate [NO]) were estimated by satellite retrievals and machine learning models. Quantile-based g-computation model was employed to assess the joint effects of a mixture of 5 PM constituents and their relative contributions to cognitive impairment. Analyses stratified by age group, sex, residence (urban vs. rural), and region (north vs. south) were performed to identify vulnerable populations.

RESULTS

During the average 3.03 follow-up visits (89,296.9 person-years), 4294 (28.1%) participants had developed cognitive impairment. The adjusted hazard ratio [HR] (95% confidence interval [CI]) for cognitive impairment for every quartile increase in mixture exposure to 5 PM constituents was 1.08 (1.05-1.11). BC held the largest index weight (0.69) in the positive direction in the qg-computation model, followed by OM (0.31). Subgroup analyses suggested stronger associations in younger old adults and rural residents.

CONCLUSION

Long-term exposure to ambient PM, particularly its constituents BC and OM, is associated with an elevated risk of cognitive impairment onset among Chinese older adults.

摘要

背景

尽管越来越多的证据表明,长期暴露于细颗粒物(PM)与认知障碍有关,但其成分的影响尚不清楚。本研究旨在探讨中国老年人长期暴露于环境 PM 成分混合物与认知障碍的关联,并进一步确定主要贡献者。

方法

通过中国长寿纵向研究(CLHLS)招募了 15274 名≥65 岁的成年人,并在 2000-2018 年期间通过 7 次随访进行了跟踪调查。通过卫星检索和机器学习模型来估计环境 PM 及其成分(即黑碳[BC]、有机物[OM]、铵[NH]、硫酸盐[SO]和硝酸盐[NO])的浓度。基于分位数的 g 计算模型用于评估 5 种 PM 成分混合物的联合效应及其对认知障碍的相对贡献。进行了按年龄组、性别、居住地(城市与农村)和地区(北方与南方)分层的分析,以确定脆弱人群。

结果

在平均 3.03 次随访(89296.9 人年)期间,4294 名(28.1%)参与者出现了认知障碍。与 5 种 PM 成分混合物暴露量每增加一个四分位数相比,调整后的风险比(HR)(95%置信区间[CI])为 1.08(1.05-1.11)。在 qg 计算模型中,BC 在正向方向上的指标权重(0.69)最大,其次是 OM(0.31)。亚组分析表明,在年轻老年人和农村居民中,关联更强。

结论

长期暴露于环境 PM,特别是其成分 BC 和 OM,与中国老年人认知障碍发病风险升高有关。

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