ArticleClinical epigenetics2021
Genome-wide methylation and expression analyses reveal the epigenetic landscape of immune-related diseases for tobacco smoking.
Article in Clinical epigenetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.
- Pooled it
- Smoking Interacts WithBiological psychiatry global open science · 2026Article
- Whole-Genome Bisulfite Sequencing Identifies Blood-Based DNA Methylation Biomarker for Hepatocellular Carcinoma.Molecular carcinogenesis · 2026Article
- Multi-omics to study chronic respiratory diseases and viral infections.European respiratory review : an official journal of the European Respiratory Society · 2026Review
- Epigenetic imprinting in innate lymphoid cell precursors directs the lineage segregation of innate lymphoid cells.Nature immunology · 2025Article
- GPR15 differentially regulates the effects of cigarette smoke exposure on Crohn's disease and ulcerative colitis.Signal transduction and targeted therapy · 2025Article
- Article
- Association of a Healthy Lifestyle With All-Cause and Cause-Specific Mortality Among Individuals With Probable Sarcopenia: Population-Based Cohort Study.JMIR aging · 2025Article
- Molecular regulation of whole genome DNA methylation in heat stress response of dairy cows.BMC genomics · 2025Article
- Integrative DNA methylome and transcriptome analysis identify potential genes on the influence of dilated cardiomyopathy-associated heart failure.Clinical epigenetics · 2025Article
- Role of Epigenetics in Chronic Lung Disease.Cells · 2025Review
- Global DNA Methylation and DNA Methyltransferase Status Among Cigarette Smokers in Saudi.Life (Basel, Switzerland) · 2025Article
- Examining the relationship between secondhand smoke and non-malignant digestive system diseases: Mendelian randomization evidence.Tobacco induced diseases · 2025Article
- Stress-induced epigenetic effects driven by maternal lactation in dairy cattle: a comethylation network approach.Epigenetics · 2024Article
- Article
- Role of untargeted omics biomarkers of exposure and effect for tobacco research.Addiction neuroscience · 2023Article
- From 'Omics to Multi-omics Technologies: the Discovery of Novel Causal Mediators.Current atherosclerosis reports · 2023Review
- Environmental Impact on the Epigenetic Mechanisms Underlying Parkinson's Disease Pathogenesis: A Narrative Review.Brain sciences · 2022Review
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
backgroundSmoking is a major causal risk factor for lung cancer, chronic obstructive pulmonary disease (COPD), cardiovascular disease (CVD), and is the main preventable cause of deaths in the world. The components of cigarette smoke are involved in immune and inflammatory processes, which may increase the prevalence of cigarette smoke-related diseases. However, the underlying molecular mechanisms linking smoking and diseases have not been well explored. This study was aimed to depict a global map of DNA methylation and gene expression changes induced by tobacco smoking and to explore the molecular mechanisms between smoking and human diseases through whole-genome bisulfite sequencing (WGBS) and RNA-sequencing (RNA-seq).
resultsWe performed WGBS on 72 samples (36 smokers and 36 nonsmokers) and RNA-seq on 75 samples (38 smokers and 37 nonsmokers), and cytokine immunoassay on plasma from 22 males (9 smokers and 13 nonsmokers) who were recruited from the city of Jincheng in China. By comparing the data of the two groups, we discovered a genome-wide methylation landscape of differentially methylated regions (DMRs) associated with smoking. Functional enrichment analyses revealed that both smoking-related hyper-DMR genes (DMGs) and hypo-DMGs were related to synapse-related pathways, whereas the hypo-DMGs were specifically related to cancer and addiction. The differentially expressed genes (DEGs) revealed by RNA-seq analysis were significantly enriched in the "immunosuppression" pathway. Correlation analysis of DMRs with their corresponding gene expression showed that genes affected by tobacco smoking were mostly related to immune system diseases. Finally, by comparing cytokine concentrations between smokers and nonsmokers, we found that vascular endothelial growth factor (VEGF) was significantly upregulated in smokers.
conclusionsIn sum, we found that smoking-induced DMRs have different distribution patterns in hypermethylated and hypomethylated areas between smokers and nonsmokers. We further identified and verified smoking-related DMGs and DEGs through multi-omics integration analysis of DNA methylome and transcriptome data. These findings provide us a comprehensive genomic map of the molecular changes induced by smoking which would enhance our understanding of the harms of smoking and its relationship with diseases.
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