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疫苗接种运动开展前气象因素对意大利和西班牙新冠病毒感染发病率的影响。一项多城市时间序列研究。

Role of meteorological factors on SARS-CoV-2 infection incidence in Italy and Spain before the vaccination campaign. A multi-city time series study.

作者信息

Donzelli Gabriele, Biggeri Annibale, Tobias Aurelio, Nottmeyer Luise N, Sera Francesco

机构信息

Department of Statistics, Computer Science and Applications "G. Parenti", University of Florence, Florence, Italy.

Department of Cardio, Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy.

出版信息

Environ Res. 2022 Aug;211:113134. doi: 10.1016/j.envres.2022.113134. Epub 2022 Mar 17.

Abstract

Numerous studies have been conducted worldwide to investigate if an association exists between meteorological factors and the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection incidence. Although research studies provide conflicting results, which can be partially explained by different methods used, some clear trends emerge on the role of weather conditions and SARS-CoV-2 infection, especially for temperature and humidity. This study sheds more light on the relationship between meteorological factors and SARS-CoV-2 infection incidence in 23 Italian and 52 Spanish cities. For the purposes of this study, daily air temperature, absolute and relative humidity, wind speed, ultraviolet radiation, and rainfall are considered exposure variables. We conducted a two-stage meta-regression. In the first stage, we estimated the exposure-response association through time series regression analysis at the municipal level. In the second stage, we pooled the association parameters using a meta-analytic model. The study demonstrates an association between meteorological factors and SARS-CoV-2 infection incidence. Specifically, low levels of ambient temperatures and absolute humidity were associated with an increased relative risk. On the other hand, low and high levels of relative humidity and ultraviolet radiation were associated with a decreased relative risk. Concerning wind speed and rainfall, higher values contributed to the reduction of the risk of infection. Overall, our results contribute to a better understanding of how the meteorological factors influence the spread of the SARS-CoV-2 and should be considered in a wider context of existing robust literature that highlight the importance of measures such as social distancing, improved hygiene, face masks and vaccination campaign.

摘要

全球范围内已经开展了大量研究,以调查气象因素与严重急性呼吸综合征冠状病毒2(SARS-CoV-2)感染发病率之间是否存在关联。尽管研究结果相互矛盾,部分原因可能是所采用的方法不同,但在天气条件与SARS-CoV-2感染的作用方面出现了一些明显趋势,尤其是温度和湿度。本研究进一步揭示了23个意大利城市和52个西班牙城市中气象因素与SARS-CoV-2感染发病率之间的关系。在本研究中,日气温、绝对湿度和相对湿度、风速、紫外线辐射和降雨量被视为暴露变量。我们进行了两阶段的元回归分析。在第一阶段,我们通过市级层面的时间序列回归分析估计暴露-反应关联。在第二阶段,我们使用元分析模型汇总关联参数。该研究证明了气象因素与SARS-CoV-2感染发病率之间存在关联。具体而言,环境温度和绝对湿度较低与相对风险增加相关。另一方面,相对湿度和紫外线辐射的低水平和高水平与相对风险降低相关。关于风速和降雨量,较高的值有助于降低感染风险。总体而言,我们的结果有助于更好地理解气象因素如何影响SARS-CoV-2的传播,并且应该在现有大量文献的更广泛背景下加以考虑,这些文献强调了社交距离、改善卫生、佩戴口罩和疫苗接种运动等措施的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c1dc/8928740/92a2b4746061/gr1_lrg.jpg

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