Effects of Residential Greenness on Influenza Virus Infection in 1,012,430 People: A Nationwide Individual-Level Study in China.

IF 6.3
Environment & Health Pub Date : 2025-09-18 eCollection Date: 2025-10-17 DOI:10.1021/envhealth.5c00233
Shimeng Cai, Xin Liu, Lei Yang, Shuyi Ji, Shigui Yang, Xiangming Xiao, Dayan Wang, Yuelong Shu, Bin Zhu, Hao Lei
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Abstract

Residential greenness, a fundamental component of urban design, could contribute to the prevention of respiratory infections via several potential mechanisms. However, the health benefits of greenness on influenza epidemics in real world are not as clear. In this cross-sectional, associational study, a series of logistic models were constructed to assess the association between individual-level residential greenness exposure, measured by the normalized difference vegetation index (NDVI), and the risk of influenza virus infection in China via 8 years of influenza surveillance data. From 2010 to 2017, 3,131,881 influenza-like illness (ILI) cases were tested for influenza, and 1,012,430 (32.3%) participants with detailed building-level residential addresses were included in this study. Overall, a protective effect of residential greenness was observed, with 2.6% lower odds of influenza virus infection per one-quartile increase in the NDVI (odds ratio (OR) = 0.974, 95% confidence interval (CI): 0.963-0.985). Stratified analyses indicated that the protective effects of residential greenness were strongest among adults aged ≥60 years (OR = 0.853, 95% CI: 0.814-0.894), but among school-aged children, the association was positive. There were no protective effects at other city scales except in megacities (OR = 0.907, 95% CI: 0.886-0.930). Given the rapid aging and urbanization process in China, policies aimed at optimizing the allocation and design of green spaces might help reduce respiratory infection transmission.

住宅绿化对1012430人流感病毒感染的影响:一项中国全国个人水平的研究
住宅绿化是城市设计的一个基本组成部分,它可以通过几种潜在的机制来预防呼吸道感染。然而,在现实世界中,绿色对流感流行的健康益处并不清楚。在这项横断面关联研究中,构建了一系列逻辑模型,以评估个人水平的住宅绿化暴露(由归一化植被指数(NDVI)衡量)与中国8年流感监测数据中流感病毒感染风险之间的关系。2010年至2017年,共对3131881例流感样疾病(ILI)病例进行流感检测,并将1012430名(32.3%)具有详细住宅楼住址的参与者纳入本研究。总体而言,观察到住宅绿化的保护作用,NDVI每增加四分之一,流感病毒感染的几率降低2.6%(优势比(OR) = 0.974, 95%可信区间(CI): 0.963-0.985)。分层分析表明,住宅绿化的保护作用在≥60岁的成年人中最强(OR = 0.853, 95% CI: 0.814-0.894),但在学龄儿童中呈正相关。除特大城市外,其他城市尺度均无保护作用(OR = 0.907, 95% CI: 0.886-0.930)。鉴于中国快速的老龄化和城市化进程,旨在优化绿地配置和设计的政策可能有助于减少呼吸道感染的传播。
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来源期刊
Environment & Health
Environment & Health 环境科学、健康科学-
自引率
0.00%
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0
期刊介绍: Environment & Health a peer-reviewed open access journal is committed to exploring the relationship between the environment and human health.As a premier journal for multidisciplinary research Environment & Health reports the health consequences for individuals and communities of changing and hazardous environmental factors. In supporting the UN Sustainable Development Goals the journal aims to help formulate policies to create a healthier world.Topics of interest include but are not limited to:Air water and soil pollutionExposomicsEnvironmental epidemiologyInnovative analytical methodology and instrumentation (multi-omics non-target analysis effect-directed analysis high-throughput screening etc.)Environmental toxicology (endocrine disrupting effect neurotoxicity alternative toxicology computational toxicology epigenetic toxicology etc.)Environmental microbiology pathogen and environmental transmission mechanisms of diseasesEnvironmental modeling bioinformatics and artificial intelligenceEmerging contaminants (including plastics engineered nanomaterials etc.)Climate change and related health effectHealth impacts of energy evolution and carbon neutralizationFood and drinking water safetyOccupational exposure and medicineInnovations in environmental technologies for better healthPolicies and international relations concerned with environmental health
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