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美国的绿地暴露与 COVID-19 死亡率:2020 年 1 月至 7 月。

Greenspace exposure and COVID-19 mortality in the United States: January-July 2020.

机构信息

Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, 32 Campus Drive, Missoula, MT, 59812, USA.

Center for Population Health Research, School of Public and Community Health Sciences, University of Montana, 32 Campus Drive, Missoula, MT, 59812, USA; Mathematical Sciences, University of Montana, 32 Campus Drive, Missoula, MT, 59812, USA.

出版信息

Environ Res. 2021 Jul;198:111195. doi: 10.1016/j.envres.2021.111195. Epub 2021 Apr 28.

Abstract

BACKGROUND

Mortality from the novel coronavirus disease-2019 (COVID-19) continues to rise across the United States. Evidence is emerging that environmental factors may contribute to susceptibility to disease and mortality. Greenspace exposure promotes enhanced immunity and may protect against risk of mortality among those with COVID-19.

OBJECTIVES

Our objective was to determine if high county level greenspace exposure is associated with reduced risk of COVID-19 mortality.

METHODS

Greenspace exposure was characterized in 3049 counties across the conterminous United States using Leaf Area Index (LAI) deciles that were derived from satellite imagery via Moderate Resolution Imaging Spectroradiometer from 2011 to 2015. COVID-19 mortality data were obtained from the Center for Systems Science and Engineering at Johns Hopkins University. We used a generalized linear mixed model to evaluate the association between county level LAI and COVID-19 mortality rate in analyses adjusted for 2015-2019 county level average total county population, older population, race, overcrowding in home, Medicaid, education, and physical inactivity.

RESULTS

A dose-response association was found between greenness and reduced risk of COVID-19 mortality. COVID-19 mortality was negatively associated with LAI deciles 8 [MRR = 0.82 (95% CI: 0.72, 0.93)], 9 [MRR = 0.78 (95% CI: 0.68, 0.89)], and 10 [MRR = 0.59 (95% CI: 0.50, 0.69)]. Aside from LAI decile 5, no associations were found between the remaining LAI deciles and COVID-19 mortality. Increasing prevalence of counties with older age residents, low education attainment, Native Americans, Black Americans, and housing overcrowding were significantly associated with increased risk of COVID-19 mortality, whereas Medicaid prevalence was associated with a reduced risk.

DISCUSSION

Counties with a higher amount of greenspace may be at a reduced risk of experiencing mortality due to COVID-19.

摘要

背景

新型冠状病毒病-2019(COVID-19)的死亡率继续在美国各地上升。有证据表明,环境因素可能导致易患疾病和死亡。绿地暴露可促进免疫力增强,并可能保护 COVID-19 患者免受死亡风险的影响。

目的

我们的目的是确定高县水平绿地暴露是否与降低 COVID-19 死亡率的风险有关。

方法

使用 2011 年至 2015 年通过中分辨率成像光谱仪从卫星图像中得出的叶面积指数(LAI)十分位数,对美国大陆 3049 个县的绿地暴露情况进行了描述。COVID-19 死亡率数据来自约翰霍普金斯大学的系统科学与工程中心。我们使用广义线性混合模型,在调整了 2015-2019 年县水平平均总人口、老年人口、种族、家庭拥挤程度、医疗补助、教育和身体不活动的分析中,评估了县水平 LAI 与 COVID-19 死亡率之间的关系。

结果

发现绿色与 COVID-19 死亡率降低之间存在剂量反应关系。COVID-19 死亡率与 LAI 十分位数 8 [MRR=0.82(95%CI:0.72,0.93)]、9 [MRR=0.78(95%CI:0.68,0.89)]和 10 [MRR=0.59(95%CI:0.50,0.69)]呈负相关。除了 LAI 十分位数 5 外,其余 LAI 十分位数与 COVID-19 死亡率之间没有关联。年龄较大的居民、低教育程度、美洲原住民、美国黑人以及住房拥挤程度较高的县的患病率显著与 COVID-19 死亡率的增加有关,而医疗补助的患病率与降低的风险有关。

讨论

绿地较多的县可能面临 COVID-19 死亡率降低的风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0ba4/8079939/971ef2310dd9/gr1_lrg.jpg

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