| Title: | Exploring the Bidirectional Causal Pathways Between Smoking Behaviors and Headache: A Mendelian Randomization Study |
| Journal: | Nicotine & Tobacco Research |
| Published: | 13 Sep 2023 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/37702655/ |
| DOI: | https://doi.org/10.1093/ntr/ntad173 |
| URL: | https://academic.oup.com/ntr/advance-article-pdf/doi/10.1093/ntr/ntad173/51541423/ntad173.pdf |
Publication 9580
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Abstract
INTRODUCTION: Although observational data suggests a relationship between headache and smoking, there remain questions about causality. Smoking may increase headache risk, individuals may smoke to alleviate headaches, or smoking and headache may share common risk factors. Mendelian randomisation (MR) is a method that uses genetic variants as instruments for making causal inferences about an exposure and an outcome.</p>
METHODS: First, we conducted logistic regression of observational data in UK Biobank assessing the association between smoking behaviours (smoking status, cigarettes per day amongst daily smokers and lifetime smoking score) on risk of self-reported headache (in the last month and for more than 3 months). Second, we used genetic instruments for smoking behaviours and headache (identified in independent genome-wide association studies) to perform bidirectional MR analysis.</p>
RESULTS: Observationally, there is a weak association between smoking behaviour and experiencing headache, with increased cigarettes per day associated with increased headache risk. In the MR analysis, genetic liability to smoking initiation and lifetime smoking increased odds of headache in the last month but not odds of headaches lasting more than three months. In the opposite direction there was weak evidence for higher genetic liability to headaches decreasing the chance of quitting.</p>
CONCLUSION: There was weak evidence for a partially bidirectional causal relationship between smoking behaviours and headache in the last month. Given this relationship is distinct from smoking heaviness, it suggests headache and smoking may share common risk factors such as personality traits.</p>
IMPLICATIONS: Using Mendelian Randomisation, this study addresses the uncertainty regarding the observed relationship between headache and smoking. There was evidence for weak causal effects of smoking initiation and lifetime smoking (but not smoking heaviness) on likelihood of experiencing headache in the last month, but not over a prolonged period of more than three months. Those at higher genetic liability for headaches were also less likely to successfully stop smoking. This partially bidirectional causal relationship distinct from smoking heaviness, suggests that observed associations are unlikely due to biological effects of tobacco smoke exposure and may be explained by shared personality traits.</p>
6 Authors
- Katherine Lloyd
- Sean Harrison
- Hannah M Sallis
- George Davey Smith
- Marcus R Munafò
- Robyn E Wootton
1 Application
| Application ID | Title |
|---|---|
| 9142 | Using Mendelian Randomisation to investigate the causal effects of caffeine and smoking on health outcomes. |
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