Evidence mapPaperPMID 41530847Full record

ArticleClinical epigenetics2026

Smoking behaviour, altered DNA methylation, and heart failure risk: evidence from a prospective cohort and epigenetic Mendelian randomization study.

Zheng-Qi Song, Bo-Xiang Wang, Zhi-Bo Zhou, Sheng-Ke Wu, Yi-Han Sun, Yi-He Chen

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Article in Clinical epigenetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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6 authors.

Zheng-Qi Song *Department of Cardiology, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Wenzhou, 325000, Zhejiang, China.
Bo-Xiang Wang *The First Clinical Medical College, Wenzhou Medical University, Chashan, Wenzhou, 325000, Zhejiang, China.
Zhi-Bo Zhou *The First Clinical Medical College, Wenzhou Medical University, Chashan, Wenzhou, 325000, Zhejiang, China.
Sheng-Ke WuThe First Clinical Medical College, Wenzhou Medical University, Chashan, Wenzhou, 325000, Zhejiang, China.
Yi-Han SunSecond College of Clinical Medical, Wenzhou Medical University, Wenzhou, China.
Yi-He ChenDepartment of Cardiology, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Wenzhou, 325000, Zhejiang, China. chenyihe@wmu.edu.cn.

Funding

Natural Science Foundation of China 81900229
6 · The paper itself

Abstract

backgroundTo date, there is still a lack of studies focusing on the interactions between tobacco smoking, epigenetic modifications, and heart failure (HF) risk.

methodsWe first performed a prospective cohort study in the UK Biobank to assess the causal relationship between smoking behaviours and HF incidence. Subsequently, we applied two-sample Mendelian Randomization (MR) and epigenetic MR to further investigate the causal effects of smoking behaviours and related DNA methylation on HF, including its subtypes: heart failure with preserved ejection fraction (HFpEF) and heart failure with reduced ejection fraction (HFrEF).

resultsIn the UK Biobank cohort, former, ever, and current smoking were all associated with a higher risk of HF, with a clear dose-response relationship observed for pack-years of smoking. Additionally, earlier smoking cessation was linked to a lower risk of HF. Two-sample MR validated these observational findings and further identified the harmful effects of smoking behaviours on both HFpEF and HFrEF. In the epigenetic MR analysis, we found that DNA methylation alteration at cg15234271 [HPN] was associated with a reduced risk of HF, whereas cg16071219 [LPAR6], cg19593285 [E2F1], and cg01305745 [VKORC1] were linked to an elevated risk. For HF subtypes, cg26161820 [PPP1R1B] and cg26716839 [UNC119B] were associated with a lowered risk of HFrEF, while cg08548559 [PIK3IP1] was linked to an increased risk of HFpEF.

conclusionOur study demonstrates associations between smoking behaviours, related DNA methylation, and HF incidence, offering novel insights into the pathogenesis of HF.

Indexed as

DNA MethylationHeart FailureSmokingAgedEpigenesis, GeneticFemaleHumansMaleMendelian Randomization AnalysisMiddle AgedProspective StudiesRisk FactorsSmoking CessationUnited KingdomDNA methylationHeart failureMendelian randomizationProspective cohortSmoking

Identifiers

PMID41530847
PMCPMC12888249

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