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城市颗粒物暴露与中国中老年人群衰弱的关系。

Association between City-Level Particulate Matter Exposure and Frailty among Middle-Aged and Older Adults in China.

机构信息

School of Public Health, Southeast University, Nanjing, China.

School of Public Health, Southeast University, Nanjing, China,

出版信息

Gerontology. 2024;70(10):1074-1087. doi: 10.1159/000539517. Epub 2024 Sep 6.

Abstract

INTRODUCTION

The effects of exposure to particulate matter and frailty, as well as its exposure-response relationship, have not been effectively explored. This study aimed to explore the association between long-term exposure to particulate matter and frailty state and each dimension in Chinese middle-aged and older adults, in addition to the exposure-response relationship.

METHODS

The data were obtained from the National Urban Air Quality Real-Time Dissemination Platform and China Health and Retirement Longitudinal Study (CHARLS). Frailty was measured by a frailty index containing 39 indicators. Annual averages of seven pollutants were calculated from hourly monitoring data. We used multilevel regression modeling to explore the association between long-term exposure to particulate matter and frailty. Meanwhile, we explored the exposure-response relationship based on a multilevel generalized summation model. We performed a sensitivity analysis using a multi-pollution model and a quantile-based g-computation (QGC) model.

RESULTS

A total of 15,611 participants were included in the analysis. We find that long-term exposure to PM2.5 was associated with an increased risk of pre-frailty and frailty (all p < 0.05). PMc and PM10 exhibited similar associations. The exposure-response relationship between PM2.5 showed a linear relationship, whereas the exposure-response relationship between PM10, PMc showed a nonlinear relationship. Elevated PM2.5 concentrations showed significant positive associations with the number of chronic disease score, IADL score, and functional limitation status score (all p < 0.05). PM10 and PMc showed similar positive correlations. These results remained robust after sensitivity analyses using a multi-pollution model and QGC model.

CONCLUSION

Chronic exposure to particulate matter was significantly associated with increased risk of frailty. The exposure-response relationship between PM2.5 concentration and frailty showed a linear relationship, and the exposure-response relationship between PM10 and PMc showed a nonlinear relationship. Exposure to a mixture of pollutants carried a higher risk of frailty than exposure to a single pollutant.

摘要

简介

暴露于颗粒物与虚弱之间的关系及其暴露-反应关系尚未得到有效探索。本研究旨在探讨中国中老年人群长期暴露于颗粒物与虚弱状态及其各维度之间的关系,并探讨暴露-反应关系。

方法

数据来自国家城市空气质量实时发布平台和中国健康与退休纵向研究(CHARLS)。采用包含 39 个指标的虚弱指数来衡量虚弱。从每小时监测数据中计算出七种污染物的年平均值。我们使用多水平回归模型来探讨长期暴露于颗粒物与虚弱之间的关系。同时,我们基于多水平广义求和模型探讨了暴露-反应关系。我们使用多污染模型和基于分位数的 g 计算(QGC)模型进行了敏感性分析。

结果

共纳入 15611 名参与者。研究发现,长期暴露于 PM2.5 与发生虚弱前期和虚弱的风险增加相关(均 p < 0.05)。PMc 和 PM10 表现出相似的关联。PM2.5 的暴露-反应关系呈线性关系,而 PM10、PMc 的暴露-反应关系呈非线性关系。PM2.5 浓度升高与慢性病评分、IADL 评分和功能障碍状态评分的数量呈显著正相关(均 p < 0.05)。PM10 和 PMc 显示出相似的正相关。使用多污染模型和 QGC 模型进行敏感性分析后,结果仍然稳健。

结论

慢性暴露于颗粒物与虚弱风险增加显著相关。PM2.5 浓度与虚弱之间的暴露-反应关系呈线性关系,而 PM10 和 PMc 之间的暴露-反应关系呈非线性关系。暴露于混合污染物比暴露于单一污染物导致的虚弱风险更高。

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