Christophi Costas A, Sotos-Prieto Mercedes, Lan Fan-Yun, Delgado-Velandia Mario, Efthymiou Vasilis, Gaviola Gabriel C, Hadjivasilis Alexandros, Hsu Yu-Tien, Kyprianou Aikaterini, Lidoriki Irene, Wei Chih-Fu, Rodriguez-Artalejo Fernando, Kales Stefanos N
Cyprus International Institute for Environmental and Public Health, Cyprus University of Technology, 30 Archbishop Kyprianou Str., 3036, Lemesos, Cyprus.
Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Sci Rep. 2021 Apr 22;11(1):8710. doi: 10.1038/s41598-021-87803-w.
Epidemiological studies have yielded conflicting results regarding climate and incident SARS-CoV-2 infection, and seasonality of infection rates is debated. Moreover, few studies have focused on COVD-19 deaths. We studied the association of average ambient temperature with subsequent COVID-19 mortality in the OECD countries and the individual United States (US), while accounting for other important meteorological and non-meteorological co-variates. The exposure of interest was average temperature and other weather conditions, measured at 25 days prior and 25 days after the first reported COVID-19 death was collected in the OECD countries and US states. The outcome of interest was cumulative COVID-19 mortality, assessed for each region at 25, 30, 35, and 40 days after the first reported death. Analyses were performed with negative binomial regression and adjusted for other weather conditions, particulate matter, sociodemographic factors, smoking, obesity, ICU beds, and social distancing. A 1 °C increase in ambient temperature was associated with 6% lower COVID-19 mortality at 30 days following the first reported death (multivariate-adjusted mortality rate ratio: 0.94, 95% CI 0.90, 0.99, p = 0.016). The results were robust for COVID-19 mortality at 25, 35 and 40 days after the first death, as well as other sensitivity analyses. The results provide consistent evidence across various models of an inverse association between higher average temperatures and subsequent COVID-19 mortality rates after accounting for other meteorological variables and predictors of SARS-CoV-2 infection or death. This suggests potentially decreased viral transmission in warmer regions and during the summer season.
关于气候与新型冠状病毒严重急性呼吸综合征(SARS-CoV-2)感染病例,流行病学研究得出了相互矛盾的结果,且感染率的季节性也存在争议。此外,很少有研究关注2019冠状病毒病(COVID-19)死亡情况。我们研究了经合组织国家和美国各州平均环境温度与后续COVID-19死亡率之间的关联,同时考虑了其他重要的气象和非气象协变量。感兴趣的暴露因素是平均温度和其他天气条件,在经合组织国家和美国各州首次报告收集到COVID-19死亡病例之前25天和之后25天进行测量。感兴趣的结果是累积COVID-19死亡率,在首次报告死亡病例后的25、30、35和40天对每个地区进行评估。分析采用负二项回归,并针对其他天气条件、颗粒物、社会人口因素、吸烟、肥胖、重症监护病房床位和社交距离进行了调整。环境温度每升高1°C,在首次报告死亡病例后的30天,COVID-19死亡率降低6%(多变量调整死亡率比:0.94,95%置信区间0.90, 0.99,p = 0.016)。对于首次死亡后25、35和40天的COVID-19死亡率以及其他敏感性分析,结果均稳健。在考虑了其他气象变量以及SARS-CoV-2感染或死亡的预测因素后,结果在各种模型中都提供了一致的证据,表明较高的平均温度与后续COVID-19死亡率之间存在负相关。这表明在温暖地区和夏季,病毒传播可能会减少。