ArticleEnvironmental health perspectives2016
Smoking-Associated DNA Methylation Biomarkers and Their Predictive Value for All-Cause and Cardiovascular Mortality.
Article in Environmental health perspectives, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 85 papers, 6 of them syntheses that pooled it.
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Who cites it
85 citing papers in PubMed, 6 syntheses or guidelines pooled it, 124 citations in OpenAlex.
- Paediatric DNA methylation profile scores: a systematic review and open-source atlas.EBioMedicine · 2026Pooled it
- Pooled it
- DNA methylation and cardiovascular disease in humans: a systematic review and database of known CpG methylation sites.Clinical epigenetics · 2023Pooled it
- A cell-type deconvolution meta-analysis of whole blood EWAS reveals lineage-specific smoking-associated DNA methylation changes.Nature communications · 2020Pooled it
- Effects of early- and mid-life stress on DNA methylation of genes associated with subclinical cardiovascular disease and cognitive impairment: a systematic review.BMC medical genetics · 2019Pooled it
- Epigenetic Signatures of Cigarette Smoking.Circulation. Cardiovascular genetics · 2016Pooled it
- Pubertal development in healthy children is mirrored by DNA methylation patterns in peripheral blood.Scientific reports · 2016Trial
- Identification of DNA methylation signatures of smoking in women and associations with cardiovascular disease mortality.Communications biology · 2026Article
- Changes of DNA methylation in smokers and ex-smokers referred for coronary angiography. Results from the LURIC study.Clinical epigenetics · 2026Article
- A review of exercise-induced epigenetic modifications in prostate tissue: implications for gene expression and tumor progression in prostate cancer.Cancer cell international · 2025Review
- An integrative multi-omics study to identify candidate DNA methylation biomarkers associated with gastric cancer prognosis.Archives of toxicology · 2025Article
- Association of leukocyte composition ratios from blood methylation with cancer mortality outcomes.Communications medicine · 2025Article
- DNA methylation predicts infection risk in kidney transplant recipients.Life science alliance · 2025Article
- Pubertal timing as a predictor of epigenetic aging and mortality risk in young adulthood.Developmental psychology · 2025Article
- The Effect of Clinical Factors on the Reversion of Cg05575921 Methylation in Smoking Cessation.Epigenomes · 2025Article
- Smoking-independent DNA methylation markers for lung cancer risk: External validation in a large population-based cohort study.Cancer science · 2025Article
- Correlation between α-ketoglutarate and the oxidative stress response in patients with coronary heart disease and prognostic analysis of interventional therapy for coronary heart disease.Frontiers in cardiovascular medicine · 2025Article
- Associations of Serum Cystatin C, DNAm Cystatin C, Renal Function, and Mortality in U.S. Adults.Life (Basel, Switzerland) · 2024Article
- Article
- The Association between Long-Term DDT or DDE Exposures and an Altered Sperm Epigenome-a Cross-Sectional Study of Greenlandic Inuit and South African VhaVenda Men.Environmental health perspectives · 2024Article
25 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 3 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundWith epigenome-wide mapping of DNA methylation, a number of novel smoking-associated loci have been identified.
objectivesWe aimed to assess dose-response relationships of methylation at the top hits from the epigenome-wide methylation studies with smoking exposure as well as with total and cause-specific mortality.
methodsIn a population-based prospective cohort study in Germany, methylation was quantified in baseline blood DNA of 1,000 older adults by the Illumina 450K assay. Deaths were recorded during a median follow-up of 10.3 years. Dose-response relationships of smoking exposure with methylation at nine CpGs were modeled by restricted cubic spline regression. Associations of individual and aggregate methylation patterns with all-cause, cardiovascular, and cancer mortality were assessed by multiple Cox regression.
resultsClear dose-response relationships with respect to current and lifetime smoking intensity were consistently observed for methylation at six of the nine CpGs. Seven of the nine CpGs were also associated with mortality outcomes to various extents. A methylation score based on the top two CpGs (cg05575921 and cg06126421) showed the strongest associations with all-cause, cardiovascular, and cancer mortality, with adjusted hazard ratios (95% CI) of 3.59 (2.10, 6.16), 7.41 (2.81, 19.54), and 2.48 (1.01, 6.08), respectively, for participants with methylation levels in the lowest quartile at both CpGs. Adding methylation at those two CpGs into a model that included the variables of the Systematic Coronary Risk Evaluation chart for fatal cardiovascular risk prediction improved the predictive discrimination.
conclusionThe novel methylation biomarkers are highly informative for both smoking exposure and smoking-related mortality outcomes. In particular, these biomarkers may substantially improve cardiovascular risk prediction. Nevertheless, the findings of the present study need to be further validated in additional large longitudinal studies. CITATION: Zhang Y, Schöttker B, Florath I, Stock C, Butterbach K, Holleczek B, Mons U, Brenner H. 2016. Smoking-associated DNA methylation biomarkers and their predictive value for all-cause and cardiovascular mortality. Environ Health Perspect 124:67-74; http://dx.doi.org/10.1289/ehp.1409020.
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