空气污染对身体机能下降的影响以及绿色的益处:来自全国队列研究的证据。

Ke Zhang, Jie He, Zhongyang Chen, Mengnan Pan, Jiahui Tong, Dejian Kou, Feifei Liu, Hao Xiang
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引用次数: 0

摘要

背景身体功能限制(PFLs)增加了成年人的脆弱性,但其发病机制仍不清楚:我们对中国 28 个省的 18,878 名成年人(年龄≥45 岁)的 62,749 份记录进行了全国性纵向研究。采用经过验证的 9 项调查问卷对 PFL 风险进行了评估。空气污染物(PM10、PM2.5 和 PM1)和绿度(归一化差异植被指数,NDVI)的暴露水平是通过基于卫星的时空模型估算的。我们使用累积联系混合效应模型来估算短期和长期空气污染物暴露、绿度和 PFLs 风险之间的关联。我们采用交互效应模型来评估空气污染物与绿化之间的交互作用:参与者的年龄为 60.9 ± 9.6 岁,平均随访 5.87 (1.65) 年。暴露于空气污染与较高的 PFLs 风险明显相关。例如,PM10、PM2.5 和 PM1 的 6 个月平均值每增加 10 微克/立方米,相关的 OR 分别为 1.025(95% CI:1.015- 1.035)、1.035(95% CI:1.018- 1.054)和 1.029(95% CI:1.007- 1.050)。相反,绿度与 PFLs 风险的降低有关,1 年平均 NDVI 每增加 1 个单位,相关的 OR 为 0.724(95% CI:0.544- 0.962)。此外,研究还发现,较高的绿化水平可减轻 1 年、6 个月、1 个月平均 PM10 和 1 年平均 PM2.5 对 PFLs 风险的不利影响:结论:空气污染会增加 PFLs 的风险,而绿化可减轻其不利影响。减少空气污染和增加绿化可预防身体机能障碍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of Air Pollution on Physical Functioning Decline and the Benefits of Greenness: Evidence From a Nationwide Cohort Study.

Background: Physical functional limitations (PFLs) increase the vulnerability of adults, but their pathogenesis remains unclear.

Methods: We conducted a nationwide longitudinal study on 62 749 records from 18 878 adults (aged ≥45) from 28 provinces in China. Risk of PFLs was assessed using a validated 9-item questionnaire. Exposure levels of air pollutants (PM10, PM2.5, and PM1) and greenness (normalized difference vegetation index, NDVI) were estimated using a satellite-based spatiotemporal model. We used the cumulative link mixed effects model to estimate the associations between short-term and long-term exposure to air pollutants, greenness, and risk of PFLs. We employed the interaction effect model to evaluate interactions between air pollutants and greenness.

Results: Participants were 60.9 ± 9.6 years, with an average follow-up of 5.87 (1.65) years. Exposure to air pollution was significantly associated with a higher risk of PFLs. For instance, the odds ratio (OR) associated with each 10 μg/m3 higher in 6-month averaged PM10, PM2.5, and PM1 were 1.025 (95% CI: 1.015-1.035), 1.035 (95% CI: 1.018-1.054), and 1.029 (95% CI: 1.007-1.050), respectively. Conversely, exposure to greenness was associated with decreased risk of PFLs; the OR associated with each 1-unit higher in 1-year averaged NDVI was 0.724 (95% CI: 0.544-0.962). Furthermore, higher greenness levels were found to mitigate the adverse effects of 1-year, 6-month, 1-month averaged PM10, and 1-year averaged PM2.5 on the risk of PFLs.

Conclusions: Air pollution raises the risk of PFLs, whereas greenness could mitigate the adverse effects. Reducing air pollution and enhancing greenness could prevent physical functioning.

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