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

Abstract Background Tobacco 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 gen...

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Main Authors: 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, Massimo Mangino, Kirsten Ward, Kirsi H. Pietiläinen, Panos Deloukas, Tim D. Spector, Ana Viñuela, Eric B. Loucks, Miina Ollikainen, Karl T. Kelsey, Kerrin S. Small, Jordana T. Bell
Format: Article
Language:English
Published: BMC 2018-10-01
Series:Clinical Epigenetics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13148-018-0558-0
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author 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
Massimo Mangino
Kirsten Ward
Kirsi H. Pietiläinen
Panos Deloukas
Tim D. Spector
Ana Viñuela
Eric B. Loucks
Miina Ollikainen
Karl T. Kelsey
Kerrin S. Small
Jordana T. Bell
spellingShingle 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
Massimo Mangino
Kirsten Ward
Kirsi H. Pietiläinen
Panos Deloukas
Tim D. Spector
Ana Viñuela
Eric B. Loucks
Miina Ollikainen
Karl T. Kelsey
Kerrin S. Small
Jordana T. Bell
Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health
Clinical Epigenetics
Smoking
DNA methylation
Gene expression
RNA-sequencing
Adipose tissue
author_facet 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
Massimo Mangino
Kirsten Ward
Kirsi H. Pietiläinen
Panos Deloukas
Tim D. Spector
Ana Viñuela
Eric B. Loucks
Miina Ollikainen
Karl T. Kelsey
Kerrin S. Small
Jordana T. Bell
author_sort Pei-Chien Tsai
title Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health
title_short Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health
title_full Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health
title_fullStr Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health
title_full_unstemmed Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic health
title_sort smoking induces coordinated dna methylation and gene expression changes in adipose tissue with consequences for metabolic health
publisher BMC
series Clinical Epigenetics
issn 1868-7075
1868-7083
publishDate 2018-10-01
description Abstract Background Tobacco 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. Methods We 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. Results We 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. Conclusions Our 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.
topic Smoking
DNA methylation
Gene expression
RNA-sequencing
Adipose tissue
url http://link.springer.com/article/10.1186/s13148-018-0558-0
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spelling doaj-3bba2d6c73104eca9851fbbee9580cd62020-11-25T00:42:29ZengBMCClinical Epigenetics1868-70751868-70832018-10-0110112110.1186/s13148-018-0558-0Smoking induces coordinated DNA methylation and gene expression changes in adipose tissue with consequences for metabolic healthPei-Chien Tsai0Craig A. Glastonbury1Melissa N. Eliot2Sailalitha Bollepalli3Idil Yet4Juan E. Castillo-Fernandez5Elena Carnero-Montoro6Thomas Hardiman7Tiphaine C. Martin8Alice Vickers9Massimo Mangino10Kirsten Ward11Kirsi H. Pietiläinen12Panos Deloukas13Tim D. Spector14Ana Viñuela15Eric B. Loucks16Miina Ollikainen17Karl T. Kelsey18Kerrin S. Small19Jordana T. Bell20Department of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Epidemiology, Brown University School of Public HealthInstitute for Molecular Medicine Finland (FIMM) and Department of Public Health, University of HelsinkiDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonResearch Programs Unit, Diabetes and Obesity, Obesity Research Unit, University of HelsinkiWilliam Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Epidemiology, Brown University School of Public HealthInstitute for Molecular Medicine Finland (FIMM) and Department of Public Health, University of HelsinkiDepartment of Epidemiology, Brown University School of Public HealthDepartment of Twin Research and Genetic Epidemiology, King’s College LondonDepartment of Twin Research and Genetic Epidemiology, King’s College LondonAbstract Background Tobacco 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. Methods We 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. Results We 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. Conclusions Our 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.http://link.springer.com/article/10.1186/s13148-018-0558-0SmokingDNA methylationGene expressionRNA-sequencingAdipose tissue