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中国南方一个大型队列中的居住绿地与慢性阻塞性肺疾病:潜在因果联系、风险轨迹及中介途径

Residential greenness and chronic obstructive pulmonary disease in a large cohort in southern China: Potential causal links, risk trajectories, and mediation pathways.

作者信息

Wu Wenjing, Chen Dan, Ruan Xingling, Wu Gonghua, Deng Xinlei, Lawrence Wayne, Lin Xiao, Li Zhiqiang, Wang Ying, Lin Ziqiang, Zhu Shuming, Deng Xueqing, Lin Qiaoxuan, Hao Chun, Du Zhicheng, Wei Jing, Zhang Wangjian, Hao Yuantao

机构信息

Department of Medical Statistics, School of Public Health & Research Center for Health Information & Sun Yat-sen Global Health Institute, Sun Yat-sen University, Guangzhou, China.

Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Durham, NC, USA.

出版信息

J Adv Res. 2025 May;71:355-367. doi: 10.1016/j.jare.2024.05.025. Epub 2024 May 24.

Abstract

INTRODUCTION

Residential greenness may influence COPD mortality, but the causal links, risk trajectories, and mediation pathways between them remain poorly understood.

OBJECTIVES

We aim to comprehensively identify the potential causal links, characterize the dynamic progression of hospitalization or posthospital risk, and quantify mediation effects between greenness and COPD.

METHODS

This study was conducted using a community-based cohort enrolling individuals aged ≥ 18 years in southern China from January 1, 2009 to December 31, 2015. Greenness was characterized by normalized difference vegetation index (NDVI) around participants' residential addresses. We applied doubly robust Cox proportional hazards model, multi-state model, and multiple mediation method, to investigate the potential causal links, risk trajectories among baseline, COPD hospitalization, first readmission due to COPD or COPD-related complications, and all-cause death, as well as the multiple mediation pathways (particulate matter [PM], temperature, body mass index [BMI] and physical activity) connecting greenness exposure to COPD mortality.

RESULTS

Our final analysis included 581,785 participants (52.52% female; average age: 48.36 [Standard Deviation (SD): 17.56]). Each interquartile range (IQR: 0.06) increase in NDVI was associated with a reduced COPD mortality risk, yielding a hazard ratio (HR) of 0.88 (95 % CI: 0.81, 0.96). Furthermore, we observed per IQR (0.04) increase in NDVI was inversely associated with the risk of multiple transitions (baseline - COPD hospitalization, baseline - death, and readmission - death risks), especially a declined risk of all-cause death after readmission (HR = 0.66 [95 %CI: 0.44, 0.99]). Within the observed association between greenness and COPD mortality, three mediators were identified, namely PM, temperature, and BMI (HR for the total indirect effect: 0.773 [95 % CI: 0.703, 0.851]), with PM showing the highest mediating effect.

CONCLUSIONS

Our findings revealed greenness may be a beneficial factor for COPD morbidity, prognosis, and mortality. This protective effect is primarily attributed to the reduction in PM concentration.

摘要

引言

居住环境的绿化程度可能会影响慢性阻塞性肺疾病(COPD)的死亡率,但两者之间的因果关系、风险轨迹和中介途径仍知之甚少。

目的

我们旨在全面识别潜在的因果关系,描述住院或出院后风险的动态进展,并量化绿化程度与COPD之间的中介效应。

方法

本研究采用基于社区的队列研究,纳入了2009年1月1日至2015年12月31日期间中国南方年龄≥18岁的个体。绿化程度以参与者居住地址周围的归一化植被指数(NDVI)来表征。我们应用双稳健Cox比例风险模型、多状态模型和多重中介方法,来研究潜在的因果关系、基线、COPD住院、因COPD或COPD相关并发症首次再入院以及全因死亡之间的风险轨迹,以及连接绿化暴露与COPD死亡率的多重中介途径(颗粒物[PM]、温度、体重指数[BMI]和身体活动)。

结果

我们的最终分析纳入了581,785名参与者(女性占52.52%;平均年龄:48.36[标准差(SD):17.56])。NDVI每增加一个四分位数间距(IQR:0.06),COPD死亡风险就会降低,风险比(HR)为0.88(95%置信区间:0.81,0.96)。此外,我们观察到NDVI每增加一个IQR(0.04),与多次转变(基线-COPD住院、基线-死亡和再入院-死亡风险)的风险呈负相关,尤其是再入院后全因死亡风险的降低(HR = 0.66[95%置信区间:0.44,0.99])。在观察到的绿化程度与COPD死亡率之间的关联中,确定了三个中介因素,即PM、温度和BMI(总间接效应的HR:0.773[95%置信区间:0.703,0.851]),其中PM的中介效应最高。

结论

我们的研究结果表明,绿化程度可能是COPD发病、预后和死亡率的一个有益因素。这种保护作用主要归因于PM浓度的降低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a251/12126695/4d67ba09f95a/ga1.jpg

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