Evidence map›Paper›PMID 30342560›Full record

ArticleClinical epigenetics2018

Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health.

Pei-Chien Tsai, Craig A Glastonbury, Melissa N Eliot, Sailalitha Bollepalli, Idil Yet, Juan E Castillo-Fernandez, Elena Carnero-Montoro, Thomas Hardiman, Tiphaine C Martin, Alice Vickers and 11 more

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
86citing papers in PubMed, 4 pooled it
7.0field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

86 citing papers in PubMed, 4 syntheses or guidelines pooled it, 168 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Smoking drives an epigenetic memory of aberrant hematopoiesis.medRxiv : the preprint server for health sciences · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Genetic regulation of fatty acid content in adipose tissue.American journal of human genetics · 2026
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. 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 · 2025
    Review
  19. Article
  20. Article

26 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors at 7 institutions in 8 countries.

Pei-Chien TsaiDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK. pei-chien.tsai@kcl.ac.uk.
Craig A GlastonburyDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Melissa N EliotDepartment of Epidemiology, Brown University School of Public Health, Providence, RI, 02912, USA.
Sailalitha BollepalliInstitute for Molecular Medicine Finland (FIMM) and Department of Public Health, University of Helsinki, Helsinki, Finland.
Idil YetDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Juan E Castillo-FernandezDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Elena Carnero-MontoroDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Thomas HardimanDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Tiphaine C MartinDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Alice VickersDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Massimo ManginoDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Kirsten WardDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Kirsi H PietiläinenResearch Programs Unit, Diabetes and Obesity, Obesity Research Unit, University of Helsinki, Helsinki, Finland.
Panos DeloukasWilliam Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, EC1M 6BQ, UK.
Tim D SpectorDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Ana ViñuelaDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Eric B LoucksDepartment of Epidemiology, Brown University School of Public Health, Providence, RI, 02912, USA.
Miina OllikainenInstitute for Molecular Medicine Finland (FIMM) and Department of Public Health, University of Helsinki, Helsinki, Finland.
Karl T KelseyDepartment of Epidemiology, Brown University School of Public Health, Providence, RI, 02912, USA.
Kerrin S SmallDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK.
Jordana T BellDepartment of Twin Research and Genetic Epidemiology, King's College London, London, SE1 7EH, UK. jordana.bell@kcl.ac.uk.ORCID 0000-0002-3858-5986
King's College London · GBBrown University · USUniversity of Helsinki · FIChang Gung University of Science and Technology · TWGuy's Hospital · GBQueen Mary University of London · GBUniversity of Geneva · CH

Funding

British Heart Foundation RG/14/5/30893Medical Research Council MR/L01999X/1Medical Research Council MR/M004422/1Medical Research Council MR/N013700/1Wellcome Trust
6 · The paper itself

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.

Indexed as

DNA MethylationUp-RegulationAdipose TissueAdultAgedBlood ProteinsCytochrome P-450 CYP1A1Cytochrome P-450 CYP1B1CytokinesEpigenesis, GeneticFemaleGene Expression ProfilingGene Expression RegulationHealthy VolunteersHumansMaleBlood ProteinsCYP1A1 protein, humanCYP1B1 protein, humanCYTL1 protein, humanCytochrome P-450 CYP1A1Cytochrome P-450 CYP1B1CytokinesNOTCH1 protein, humanprotease-activated receptor 4Receptor, Notch1Receptors, ThrombinAdipose tissueDNA methylationGene expressionRNA-sequencingSmoking

Identifiers

PMID30342560
PMCPMC6196025
OpenAlexW2809475529

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.