Smoking as a Risk Factor for Cardiovascular Disease in Females and Males: Observational and Mendelian Randomisation Analyses in the UK Biobank

Publication date

2025-10-13

Authors

de Ruiter, Sophie C.ORCID 0000-0002-1871-1033
Tschiderer, Lena
Grobbee, RickORCID 0000-0003-4472-4468ISNI 0000000030206553
Rockenschaub, Patrick
Ruigrok, YnteORCID 0000-0002-5396-2989ISNI 0000000389818257
Willeit, Peter
den Ruijter, Hester MORCID 0000-0001-9762-014XISNI 0000000392927067
Schmidt, Amand FORCID 0000-0003-1327-0424
Peters, Sanne A EORCID 0000-0003-0346-5412

Editors

Advisors

Supervisors

Document Type

Article

Collections

Open Access logo

License

cc_by

Abstract

Introduction: Observational studies have shown that smoking is more strongly associated with cardiovascular disease (CVD) in females than in males. It remains unclear whether these observed sex differences reflect differences in the causal effects of smoking between the sexes. Methods: This study investigated sex-specific associations between ever smoking, smoking continuation, and the number of cigarettes smoked per day and CVD outcomes by conducting sex-stratified observational and Mendelian randomisation (MR) analyses in the UK Biobank. Results: In observational analyses, we found a greater excess risk of ever smoking, smoking continuation, and number of cigarettes smoked per day for CVD in females than in males with female-to-male ratios of hazard ratios (HRs) of 1.08 (95% confidence interval [CI] 1.04, 1.12), 1.15 (1.07, 1.22), 1.05 (1.02, 1.08), respectively. Results were similar for CHD, and we found no sex differences for stroke. Results from MR analyses were directionally similar; however, we were not able to detect statistically significant sex differences in the effect of smoking exposures on any CVD outcome. For subarachnoid haemorrhage (SAH), we found indications for a stronger causal effect of ever smoking in females as compared to males (female-to-male ratio of ORs 2.61 [95%CI 1.06, 6.42]). Conclusion: This study shows that both smoking initiation and higher smoking intensity are observationally and causally related to a higher CVD risk in both females and males. Observed sex differences in the association between smoking and CVD were directionally similar to sex differences in the causal effects of smoking on CVD. In general, MR estimates were more uncertain, and the causal effects of smoking on CVD may be similar in females and males.

Keywords

cardiovascular disease, Mendelian randomisation, Sex differences, Smoking, Epidemiology, Community and Home Care, Cardiology and Cardiovascular Medicine

Citation

de Ruiter, S C, Tschiderer, L, Grobbee, D E, Rockenschaub, P, Ruigrok, Y M, Willeit, P, den Ruijter, H M, Floriaan Schmidt, A & Peters, S A E 2025, 'Smoking as a Risk Factor for Cardiovascular Disease in Females and Males : Observational and Mendelian Randomisation Analyses in the UK Biobank', Global Heart, vol. 20, no. 1, 93. https://doi.org/10.5334/gh.1485