Evidence map›Paper›PMID 37702655›Full record

ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2024

Exploring the Bidirectional Causal Pathways Between Smoking Behaviors and Headache: A Mendelian Randomization Study.

Katherine Lloyd, Sean Harrison, Hannah M Sallis, George Davey Smith, Marcus R Munafò, Robyn E Wootton

Open access · hybridAbstract read
In one paragraph

Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.4field-weighted citation impact, top 18% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 2 countries.

Katherine LloydDepartment of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.ORCID 0000-0001-9522-4610
Sean HarrisonDepartment of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.ORCID 0000-0002-7966-0700
Hannah M SallisDepartment of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
George Davey SmithDepartment of Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
Marcus R MunafòMRC Integrative Epidemiology Unit, Bristol, UK.ORCID 0000-0002-4049-993X
Robyn E WoottonMRC Integrative Epidemiology Unit, Bristol, UK.ORCID 0000-0003-3961-3202
University of Bristol · GBUniversity Hospitals Bristol NHS Foundation Trust · GB

Funding

Gatsby FoundationMedical Research Council MC_UU_00032/1Medical Research Council MC_UU_00032/7Medical Research Council Integrative Epidemiology Unit MM_UU_00011/1NIHR Biomedical Research CentreNorwegian South-Eastern Regional Health Authority 2020024
6 · The paper itself

Abstract

introductionAlthough observational data suggest 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 randomization (MR) is a method that uses genetic variants as instruments for making causal inferences about an exposure and an outcome. AIMS AND

methodsFirst, we conducted logistic regression of observational data in UK Biobank assessing the association between smoking behaviors (smoking status, cigarettes per day amongst daily smokers, and lifetime smoking score) on the risk of self-reported headache (in the last month and for more than 3 months). Second, we used genetic instruments for smoking behaviors and headache (identified in independent genome-wide association studies [GWAS]) to perform bidirectional MR analysis.

resultsObservationally, there is a weak association between smoking behavior 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 3 months. In the opposite direction, there was weak evidence for higher genetic liability to headaches decreasing the chance of quitting.

conclusionsThere was weak evidence for a partially bidirectional causal relationship between smoking behaviors 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. IMPLICATIONS: Using MR, 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 3 months. Those with higher genetic liability to 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.

Indexed as

Genome-Wide Association StudyHeadacheMendelian Randomization AnalysisSmokingAdultAgedCausalityFemaleHumansMaleMiddle AgedPolymorphism, Single NucleotideRisk FactorsUnited Kingdom

Identifiers

PMID37702655
PMCPMC11190053
OpenAlexW4386694111

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.