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Published on: October 22, 2020
Causal Inference of Different Smoke Exposure Statuses and Influenza Risk: Insights From a Mendelian Randomization
Yanqi Guo1, Haixia Chen1, Shijie Wu2
1Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Zhejiang, Hangzhou, China.
Current tobacco smoking significantly increases influenza infection risk. Past or household smoking showed no causal link to influenza. These findings highlight the importance of targeted smoking cessation for flu prevention.
Area of Science:
- Epidemiology
- Genetic Epidemiology
- Public Health
Background:
- Observational studies suggest smoking exposure may increase influenza risk.
- The specific impact of different smoking statuses on influenza susceptibility requires further investigation.
- Mendelian randomization (MR) can elucidate causal relationships between exposures and outcomes.
Purpose of the Study:
- To investigate the causal effect of current tobacco use, past smoking history, and household smoking exposure on influenza infection risk.
- To differentiate the impact of various smoking exposures on influenza susceptibility.
- To utilize MR analysis for robust causal inference.
Main Methods:
- Summary-level data from FinnGen Consortium R11 and Neale Lab were used.
- Mendelian randomization analysis employed inverse variance weighting, MR-Egger, and weighted median methods.
- Heterogeneity and pleiotropy were assessed using Cochran's Q test, MR-PRESSO, and MR-Egger intercept tests.
Main Results:
- Current tobacco smoking causally increased the risk of influenza infection (OR=2.032, p<0.001).
- No significant causal association was found for past smoking history (OR=1.108, p=0.779).
- No significant causal association was found for household smoking exposure (OR=1.127, p=0.939).
Conclusions:
- A significant causal link exists between current tobacco smoking and elevated influenza infection risk.
- Past smoking and household smoking exposure did not show a significant causal association with influenza risk.
- Findings underscore the need to consider specific smoking statuses in influenza prevention strategies.
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