Causal relationship between particulate matter 2.5 and infectious diseases: A two-sample Mendelian randomization
Youjie Zeng1, Ke Pang1, Si Cao1
1Department of Anesthesiology, Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, China.
Heliyon
|January 1, 2024
Summary
Elevated exposure to fine particulate matter (PM2.5) causally increases the risk of severe COVID-19. Reducing air pollution may help prevent serious COVID-19 outcomes.
Area of Science:
- Environmental Health
- Epidemiology
- Genetics
Background:
- Previous observational studies indicated a link between PM2.5 and infectious diseases, but causality was unproven.
- Particulate matter 2.5 (PM2.5) exposure is a global health concern with potential links to various infections.
Purpose of the Study:
- To investigate the causal relationship between PM2.5 concentrations and multiple infectious diseases using Mendelian randomization.
- To determine if PM2.5 exposure causally affects the risk of COVID-19 infection, hospitalization, and severity, as well as other infections like urinary tract infections, bacterial pneumonia, and intestinal infections.
Main Methods:
- Mendelian randomization (MR) analysis was employed as the primary methodology.
- Inverse variance weighted (IVW) was the main analysis method, supplemented by MR-Egger, weighted median, and maximum likelihood methods.
- Sensitivity analyses included Cochrane's Q test, MR-Egger intercept, MR-PRESSO, and leave-one-out tests to ensure robustness and assess pleiotropy.
Main Results:
- A significant causal effect was found where elevated PM2.5 concentration increases the risk of hospitalized COVID-19 (OR=1.91) and very severe COVID-19 (OR=3.29).
- No causal effect of PM2.5 on urinary tract infection, bacterial pneumonia, or intestinal infection was identified.
- Sensitivity analyses confirmed the reliability of the significant causal associations found for COVID-19.
Conclusions:
- Lifetime exposure to elevated PM2.5 concentrations is causally linked to an increased risk of hospitalized and severe COVID-19.
- Findings suggest that air pollution control strategies could be beneficial in mitigating COVID-19 progression and severity.
- Targeted interventions to reduce PM2.5 exposure may be a viable public health strategy for managing COVID-19.
Keywords:
Causal relationshipMendelian randomizationPM2.5Risk factorsSevere acute respiratory syndrome coronavirusMore Related Videos
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