When air pollution meets comorbidities: evidence on the causal effect of PM2.5 on COVID-19 hospitalizations and deaths.

IF 5.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Carla Morvan, Johanna Lepeule, Emmanuelle Lavaine
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引用次数: 0

Abstract

Background: Despite growing evidence on the health effects of air pollution, few studies have examined its impact on COVID-19 hospitalizations and deaths, and none have explicitly accounted for preexisting comorbidities in a causal framework. This study addresses this gap by investigating the relationship between PM2.5 exposure and COVID-19 severity. We place particular emphasis on the role of comorbidities, which can increase vulnerability to COVID-19 and may interact with air pollution exposure.

Methods: We use an exhaustive dataset covering the entire French territory over 2020-1, totaling more than 3.5 million weekly observations. The data include information on COVID-19 mortality and hospitalizations, disaggregated by age, sex, and municipality, along with detailed records on preexisting conditions. To address endogeneity, we employ a two-stage least squares approach, using wind direction as an instrument for local PM2.5 concentrations.

Results: We find no significant effect of PM2.5 exposure on COVID-19 mortality or hospitalizations among individuals without preexisting conditions. However, when accounting for comorbidities, a 10 μg/m3 increase in PM 2.5 was associated with higher COVID-19 mortality rates (1.5 per 100 000, 95% CI: 0.8-2.2), particularly among patients with respiratory (0.9 per 100 000, 95% CI: 0.4-1.4), and cardiovascular diseases (0.6 per 100 000, 95% CI: 0.1-1.1).

Conclusions: These findings underscore the importance of incorporating comorbidities when assessing the health effects of air pollution during a pandemic. Our results also show that the effects of PM2.5 are driven by the oldest age groups, who are both more vulnerable to COVID-19 and more likely to have comorbidities.

当空气污染出现合并症时:PM2.5与COVID-19住院和死亡因果关系的证据。
背景:尽管越来越多的证据表明空气污染对健康的影响,但很少有研究调查其对COVID-19住院和死亡的影响,也没有研究在因果框架中明确解释先前存在的合并症。本研究通过调查PM2.5暴露与COVID-19严重程度之间的关系来解决这一空白。我们特别强调合并症的作用,它们会增加对COVID-19的易感性,并可能与空气污染暴露相互作用。方法:我们使用了一个详尽的数据集,覆盖了2020-1年整个法国领土,总计超过350万次每周观测。这些数据包括按年龄、性别和城市分列的COVID-19死亡率和住院情况信息,以及有关既往疾病的详细记录。为了解决内生性问题,我们采用了两阶段最小二乘方法,将风向作为衡量当地PM2.5浓度的工具。结果:我们发现PM2.5暴露对无既往病史个体的COVID-19死亡率或住院率没有显著影响。然而,当考虑到合并症时,PM 2.5增加10 μg/m3与更高的COVID-19死亡率相关(每10万人中有1.5人,95% CI: 0.8-2.2),特别是呼吸系统疾病(每10万人中有0.9人,95% CI: 0.4-1.4)和心血管疾病(每10万人中有0.6人,95% CI: 0.1-1.1)。结论:这些发现强调了在大流行期间评估空气污染对健康的影响时纳入合并症的重要性。我们的研究结果还表明,PM2.5的影响是由年龄最大的年龄组驱动的,他们更容易感染COVID-19,也更容易出现合并症。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International journal of epidemiology
International journal of epidemiology 医学-公共卫生、环境卫生与职业卫生
CiteScore
13.60
自引率
2.60%
发文量
226
审稿时长
3 months
期刊介绍: The International Journal of Epidemiology is a vital resource for individuals seeking to stay updated on the latest advancements and emerging trends in the field of epidemiology worldwide. The journal fosters communication among researchers, educators, and practitioners involved in the study, teaching, and application of epidemiology pertaining to both communicable and non-communicable diseases. It also includes research on health services and medical care. Furthermore, the journal presents new methodologies in epidemiology and statistics, catering to professionals working in social and preventive medicine. Published six times a year, the International Journal of Epidemiology provides a comprehensive platform for the analysis of data. Overall, this journal is an indispensable tool for staying informed and connected within the dynamic realm of epidemiology.
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