ArticleClinical epigenetics2018
Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health.
Article in Clinical epigenetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 86 papers, 4 of them syntheses that pooled it.
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Who cites it
86 citing papers in PubMed, 4 syntheses or guidelines pooled it, 168 citations in OpenAlex.
- Systematic Review and Meta-analysis of Peripheral Blood DNA Methylation Studies in Inflammatory Bowel Disease.Journal of Crohn's & colitis · 2023Pooled it
- Placental DNA methylation signatures of maternal smoking during pregnancy and potential impacts on fetal growth.Nature communications · 2021Pooled it
- DNA methylation signatures of aggression and closely related constructs: A meta-analysis of epigenome-wide studies across the lifespan.Molecular psychiatry · 2021Pooled it
- Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects.Clinical epigenetics · 2021Pooled it
- Smoking drives an epigenetic memory of aberrant hematopoiesis.medRxiv : the preprint server for health sciences · 2026Article
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- Reducing Early-Life Smoke Exposure as a Preventive Strategy for Pediatric Multiple Sclerosis: Results from the PEDIGREE Study.Neurology and therapy · 2026Article
- Genetic impacts on within-pair DNA methylation variance in monozygotic twins capture gene-environment interactions and cell-type effects.Genome biology · 2026Article
- Genetic regulation of fatty acid content in adipose tissue.American journal of human genetics · 2026Article
- CoxMDS: multiple data splitting for high-dimensional mediation analysis with survival outcomes in epigenome-wide studies.Briefings in bioinformatics · 2026Article
- In Vivo Gastric Expression of FTO and MC4R in Sleeve Gastrectomy Patients: Diagnostic Utility Without Predictive Value for Weight Loss.Obesity surgery · 2026Article
- Integrative analysis of DNA methylation and inflammatory protein biomarkers in hypertension.Frontiers in immunology · 2026Article
- Immune Signatures of Smoking: Cytokine and Immunoglobulin Dysregulation and Partial Reversibility in a Population-Based Study.Journal of clinical immunology · 2025Article
- Normal bronchial field basal cells show persistent methylome-wide impact of tobacco smoking, including in known cancer genes.Epigenetics · 2025Article
- An epigenome-wide analysis of DNA methylation, racialized and economic inequities, and air pollution.Clinical epigenetics · 2025Article
- Epigenetic Alterations Induced by Smoking and Their Intersection with Artificial Intelligence: A Narrative Review.International journal of environmental research and public health · 2025Review
- Smoking and the risk of prostate cancer: a review of risk and disease progression.Genes and environment : the official journal of the Japanese Environmental Mutagen Society · 2025Review
- Epigenetic and genetic profiling of comorbidity patterns among substance dependence diagnoses.Molecular psychiatry · 2025Article
- Multi-Omic Associations of Epigenetic Age Acceleration Are Heterogeneously Shaped by Genetic and Environmental Influences.Aging cell · 2025Article
26 more citing papers are in PubMed but not listed here.
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Authors and funding
21 authors at 7 institutions in 8 countries.
Funding
Abstract
backgroundTobacco smoking is a risk factor for multiple diseases, including cardiovascular disease and diabetes. Many smoking-associated signals have been detected in the blood methylome, but the extent to which these changes are widespread to metabolically relevant tissues, and impact gene expression or metabolic health, remains unclear.
methodsWe investigated smoking-associated DNA methylation and gene expression variation in adipose tissue biopsies from 542 healthy female twins. Replication, tissue specificity, and longitudinal stability of the smoking-associated effects were explored in additional adipose, blood, skin, and lung samples. We characterized the impact of adipose tissue smoking methylation and expression signals on metabolic disease risk phenotypes, including visceral fat.
resultsWe identified 42 smoking-methylation and 42 smoking-expression signals, where five genes (AHRR, CYP1A1, CYP1B1, CYTL1, F2RL3) were both hypo-methylated and upregulated in current smokers. CYP1A1 gene expression achieved 95% prediction performance of current smoking status. We validated and replicated a proportion of the signals in additional primary tissue samples, identifying tissue-shared effects. Smoking leaves systemic imprints on DNA methylation after smoking cessation, with stronger but shorter-lived effects on gene expression. Metabolic disease risk traits such as visceral fat and android-to-gynoid ratio showed association with methylation at smoking markers with functional impacts on expression, such as CYP1A1, and at tissue-shared smoking signals, such as NOTCH1. At smoking-signals, BHLHE40 and AHRR DNA methylation and gene expression levels in current smokers were predictive of future gain in visceral fat upon smoking cessation.
conclusionsOur results provide the first comprehensive characterization of coordinated DNA methylation and gene expression markers of smoking in adipose tissue. The findings relate to human metabolic health and give insights into understanding the widespread health consequence of smoking outside of the lung.
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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.