Cigarette smoking increases coffee consumption: findings from a Mendelian randomisation analysis
Johan H. BjørngaardiD, Ask Tybjærg NordestgaardiD, Amy E. TayloriD, Jorien L. TreuriD, Maiken Elvestad GabrielseniD, Marcus Robert MunafoiD, Børge Grønne NordestgaardiD, Bjørn Olav ÅsvoldiD, Pål RomundstadiD, George Davey SmithiD
Abstract
BackgroundSmokers tend to consume more coffee than non-smokers and there is evidence for a positive relationship between cigarette and coffee consumption in smokers. Cigarette smoke increases the metabolism of caffeine, so this association may represent a causal effect of smoking on caffeine intake.\n\nMethodsWe performed a Mendelian randomisation analysis in 114,029 individuals from the UK Biobank, 56,664 from the Norwegian HUNT study and 78,650 from the Copenhagen General Population Study. We used a genetic variant in the CHRNA5 nicotinic receptor (rs16969968) as a proxy for smoking heaviness. Coffee and tea consumption were self-reported. Analyses were conducted using linear regression and meta-analysed across studies.\n\nResultsEach additional cigarette per day consumed by current smokers was associated with higher coffee consumption (0.10 cups per day, 95% CI:0.03,0.17). There was weak evidence for an increase in tea consumption per additional cigarette smoked per day (0.04 cups per day, 95% CI:-0.002,0.07). There was strong evidence that each additional copy of the minor allele of rs16969968 (which increases daily cigarette consumption) in current smokers was associated with higher coffee consumption (0.15 cups per day, 95% CI:0.11,0.20), but only weak evidence for an association with tea consumption (0.04 cups per day, 95% CI:- 0.01,0.09). There was no clear evidence that rs16969968 was associated with coffee or tea consumption in never or former smokers.\n\nConclusionThese findings suggest that higher cigarette consumption causally increases coffee intake. This is consistent with faster metabolism of caffeine by smokers, but may also reflect behavioural links between smoking and coffee.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Habitual Coffee Consumption Increases Risks for Metabolic Diseases: Genome-wide Association Studies and a Phenotype-wide Two Sample Mendelian Randomization Analysis
Jiuling Li, Tasnim Choudhury, … Peng Chen·medRxiv·Mar 8, 2021
- Evidence for genetic correlations and bidirectional, causal effects between smoking and sleep behaviours
Mark Gibson, Marcus Robert Munafo, … Jorien L. Treur·Nicotine & Tobacco ResearchPeer-reviewed·Oct 24, 2018
- Coffee consumption and risk of breast cancer: a Mendelian Randomization study
M. Ellingjord-Dale, N. P. Papadimitriou, … K. K. Tsilidis·bioRxiv·Jul 17, 2020
- Associations of coffee genetic risk scores with coffee, tea and other beverages in the UK Biobank
Amy E. Taylor, George Davey Smith, Marcus Robert Munafo·AddictionPeer-reviewed·Aug 9, 2017
- Coffee consumption is associated with later age-at-onset of Parkinson's disease
Dariia Kuzovenkova, Lang Liu, … Konstantin A. Senkevich·Annals of Clinical and Translational NeurologyPeer-reviewed·Jun 12, 2025
- Estimating causality between smoking and abdominal obesity by Mendelian randomization
Germán D. Carrasquilla, Mario García‐Ureña, … Tuomas O. Kilpeläinen·AddictionPeer-reviewed·Mar 20, 2024