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2020年新型冠状病毒肺炎病例及死亡与暴露于野火颗粒物的时空关联

Spatiotemporal Association of Coronavirus Disease 2019 Cases and Deaths With Exposure to Wildfire Particulate Matter in 2020.

作者信息

McHale Thomas C, Boulware David R, Searle Kelly, Kobziar Leda, Lampman Phinehas, Zuniga-Moya Julio C, Papadopoulos Ben, Spec Andrej, Hauser Naomi E, Thompson George R

机构信息

Department of Medicine, Division of Infectious Disease and International Medicine, University of Minnesota, Minneapolis, Minnesota, USA.

School of Public Health, Division of Epidemiology & Community Health, University of Minnesota, Minneapolis, Minnesota, USA.

出版信息

Open Forum Infect Dis. 2025 Jun 11;12(6):ofaf262. doi: 10.1093/ofid/ofaf262. eCollection 2025 Jun.

Abstract

BACKGROUND

Climate change is anticipated to have profound effects on human health, including in infectious diseases. Wildfires have been increasing in frequency and intensity due to climate change and have been linked to worsening respiratory disease outcomes. We aimed to demonstrate whether there was an association between wildfire smoke and coronavirus disease 2019 (COVID-19) in California during 2020.

METHODS

We used an ecologic cohort study with a spatial autoregressive model to test for associations between wildfire smoke, measured as particulate matter <2.5 µg/m and COVID-19 cases and deaths at the county level in California in 2020. All data was downloaded from open sources that were freely available to the public. In our spatial autoregressive model, we adjusted for demographic, environmental factors and spatial autocorrelation that could be associated with the exposure and outcome.

RESULTS

In an adjusted analysis, we found a 1-month lag increase of 203 COVID-19 cases per 10 000 persons per 10 µg/m of smoke exposure ( < .001) at the county level. There was a 1-month lag increase of 2.75 COVID-19 deaths per 10 000 persons per 10 µg/m of smoke exposure ( < .001) at the county level. These findings were attenuated in the second month after smoke exposure, with a 2-month lag increase of 80.6 COVID-19 cases per 10 000 persons per 10 µg/m of smoke exposure ( = .002) and no 2-month lag association with COVID-19 deaths.

CONCLUSIONS

The year 2020 was particularly strong for wildfires in California and a unique year for infectious diseases with the COVID-19 pandemic. Our findings demonstrate that wildfire smoke exposure likely increased the spread of COVID-19 and worsened the mortality rate.

摘要

背景

气候变化预计会对人类健康产生深远影响,包括对传染病的影响。由于气候变化,野火发生的频率和强度一直在增加,并且与呼吸道疾病后果的恶化有关。我们旨在证明2020年加利福尼亚州野火烟雾与2019冠状病毒病(COVID-19)之间是否存在关联。

方法

我们采用生态队列研究和空间自回归模型,以检测以小于2.5微克/立方米的颗粒物衡量的野火烟雾与2020年加利福尼亚州县一级的COVID-19病例及死亡之间的关联。所有数据均从向公众免费开放的公开来源下载。在我们的空间自回归模型中,我们对可能与暴露和结果相关的人口统计学、环境因素及空间自相关性进行了调整。

结果

在一项校正分析中,我们发现在县一级,每10微克/立方米烟雾暴露,每10000人中有203例COVID-19病例出现1个月延迟增加(P<0.001)。在县一级,每10微克/立方米烟雾暴露,每10000人中有2.75例COVID-19死亡出现1个月延迟增加(P<0.001)。这些发现在烟雾暴露后的第二个月有所减弱,每10微克/立方米烟雾暴露,每10000人中有80.6例COVID-19病例出现2个月延迟增加(P=0.002),且与COVID-19死亡无2个月延迟关联。

结论

2020年对加利福尼亚州的野火来说尤为严重,也是COVID-19大流行这一传染病肆虐的独特年份。我们的研究结果表明,暴露于野火烟雾可能增加了COVID-19的传播并使死亡率恶化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d00/12152477/253214b2764b/ofaf262_ga.jpg

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