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Causal relationship between air pollution and infections: a two-sample Mendelian randomization study
Shengyi Yang1, Tong Tong1, Hong Wang1
1Department of Infection Control, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Background:
Traditional observational studies exploring the association between air pollution and infections have been limited by small sample sizes and potential confounding factors. To address these limitations, we applied Mendelian randomization (MR) to investigate the potential causal relationships between particulate matter (PM2.5, PM2.5-10, and PM10), nitrogen dioxide, and nitrogen oxide and the risks of infections.
Methods:
Single nucleotide polymorphisms (SNPs) related to air pollution were selected from the genome-wide association study (GWAS) of the UK Biobank. Publicly available summary data for infections were obtained from the FinnGen Biobank and the COVID-19 Host Genetics Initiative. The inverse variance weighted (IVW) meta-analysis was used as the primary method for obtaining the Mendelian randomization (MR) estimates. Complementary analyses were performed using the weighted median method, MR-Egger method, and MR Pleiotropy Residual Sum and Outlier (MR-PRESSO) test.
Results:
The fixed-effect IVW estimate showed that PM2.5, PM2.5-10 and Nitrogen oxides were suggestively associated with COVID-19 [for PM2.5: IVW (fe): OR 3.573(1.218,5.288), PIVW(fe) = 0.021; for PM2.5-10: IVW (fe): OR 2.940(1.385,6.239), PIVW(fe) = 0.005; for Nitrogen oxides, IVW (fe): OR 1.898(1.318,2.472), PIVW(fe) = 0.010]. PM2.5, PM2.5-10, PM10, and Nitrogen oxides were suggestively associated with bacterial pneumonia [for PM2.5: IVW(fe): OR 1.720 (1.007, 2.937), PIVW(fe) = 0.047; for PM2.5-10: IVW(fe): OR 1.752 (1.111, 2.767), P IVW(fe) = 0.016; for PM10: IVW(fe): OR 2.097 (1.045, 4.208), PIVW(fe) = 0.037; for Nitrogen oxides, IVW(fe): OR 3.907 (1.209, 5.987), PIVW(fe) = 0.023]. Furthermore, Nitrogen dioxide was suggestively associated with the risk of acute upper respiratory infections, while all air pollution were not associated with intestinal infections.
Conclusions:
Our results support a role of related air pollution in the Corona Virus Disease 2019, bacterial pneumonia and acute upper respiratory infections. More work is need for policy formulation to reduce the air pollution and the emission of toxic and of harmful gas.
Insights
Air pollution, including particulate matter (PM2.5) and nitrogen oxides, is linked to increased risks of COVID-19 and bacterial pneumonia. This study used Mendelian randomization to establish these causal relationships, highlighting the need for pollution reduction policies.
Area of Science:
- Environmental Epidemiology
- Genetic Epidemiology
- Public Health
Background:
- Traditional observational studies on air pollution and infections face limitations like small sample sizes and confounding factors.
- Mendelian randomization (MR) offers a robust approach to investigate causal links, overcoming limitations of observational studies.
Purpose of the Study:
- To investigate the potential causal relationships between specific air pollutants (PM2.5, PM2.5-10, PM10, nitrogen dioxide, nitrogen oxide) and the risk of various infections using MR.
- To address confounding factors inherent in traditional observational study designs.
Main Methods:
- Utilized genome-wide association study (GWAS) data from the UK Biobank for air pollution-related single nucleotide polymorphisms (SNPs).
- Obtained summary data for infections from the FinnGen Biobank and the COVID-19 Host Genetics Initiative.
- Employed inverse variance weighted (IVW) meta-analysis as the primary MR method, with weighted median, MR-Egger, and MR-PRESSO for complementary analyses.
Main Results:
- Suggestive associations were found between PM2.5, PM2.5-10, and nitrogen oxides with an increased risk of COVID-19.
- PM2.5, PM2.5-10, PM10, and nitrogen oxides were suggestively associated with an increased risk of bacterial pneumonia.
- Nitrogen dioxide showed a suggestive association with the risk of acute upper respiratory infections; no associations were found with intestinal infections.
Conclusions:
- The findings support a role for air pollution in the development of COVID-19, bacterial pneumonia, and acute upper respiratory infections.
- Further research and policy interventions are necessary to reduce air pollution and mitigate its health impacts.
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