Cargando…
Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption
BACKGROUND: Smoking and alcohol consumption may compromise health by way of epigenetic modifications. Epigenetic signatures of alcohol and tobacco consumption could provide insights into the reversibility of phenotypic changes incurred with differing levels of lifestyle exposures. This study describ...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9706852/ https://www.ncbi.nlm.nih.gov/pubmed/36443762 http://dx.doi.org/10.1186/s13148-022-01376-7 |
_version_ | 1784840586658840576 |
---|---|
author | Chamberlain, Jonviea D. Nusslé, Sébastien Chapatte, Laurence Kinnaer, Cassandre Petrovic, Dusan Pradervand, Sylvain Bochud, Murielle Harris, Sarah E. Corley, Janie Cox, Simon R. Gonseth Nusslé, Semira |
author_facet | Chamberlain, Jonviea D. Nusslé, Sébastien Chapatte, Laurence Kinnaer, Cassandre Petrovic, Dusan Pradervand, Sylvain Bochud, Murielle Harris, Sarah E. Corley, Janie Cox, Simon R. Gonseth Nusslé, Semira |
author_sort | Chamberlain, Jonviea D. |
collection | PubMed |
description | BACKGROUND: Smoking and alcohol consumption may compromise health by way of epigenetic modifications. Epigenetic signatures of alcohol and tobacco consumption could provide insights into the reversibility of phenotypic changes incurred with differing levels of lifestyle exposures. This study describes and validates two novel epigenetic signatures of tobacco (EpiTob) and alcohol (EpiAlc) consumption and investigates their association with disease outcomes. METHODS: The epigenetic signatures, EpiTob and EpiAlc, were developed using data from the Swiss Kidney Project on Genes in Hypertension (SKIPOGH) (N = 689). Epigenetic and phenotypic data available from the 1921 (N = 550) and 1936 (N = 1091) Lothian Birth Cohort (LBC) studies, and two publicly available datasets on GEO Accession (GSE50660, N = 464; and GSE110043, N = 94) were used to validate the signatures. A multivariable logistic regression model, adjusting for age and sex, was used to assess the association between self-reported tobacco or alcohol consumption and the respective epigenetic signature, as well as to estimate the association between CVD and epigenetic signatures. A Cox proportional hazard model was used to estimate the risk of mortality in association with the EpiTob and EpiAlc signatures. RESULTS: The EpiTob signature was positively associated with self-reported tobacco consumption for current or never smokers with explained variance ranging from 0.49 (LBC1921) to 0.72 (LBC1936) (pseudo-R(2)). In the SKIPOGH, LBC1921 and LBC1936 cohorts, the epigenetic signature for alcohol consumption explained limited variance in association with self-reported alcohol status [i.e., non-drinker, moderate drinker, and heavy drinker] (pseudo-R(2) = 0.05, 0.03 and 0.03, respectively), although this improved considerably when measuring self-reported alcohol consumption with standardized units consumed per week (SKIPOGH R(2) = 0.21; LBC1921 R(2) = 0.31; LBC1936 R(2) = 0.41). Both signatures were associated with history of CVD in SKIPOGH and LBC1936, but not in LBC1921. The EpiTob signature was associated with increased risk of all-cause and lung-cancer specific mortality in the 1936 and 1921 LBC cohorts. CONCLUSIONS: This study found the EpiTob and EpiAlc signatures to be well-correlated with self-reported exposure status and associated with long-term health outcomes. Epigenetic signatures of lifestyle exposures may reduce measurement issues and biases and could aid in risk stratification for informing early-stage targeted interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01376-7. |
format | Online Article Text |
id | pubmed-9706852 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97068522022-11-30 Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption Chamberlain, Jonviea D. Nusslé, Sébastien Chapatte, Laurence Kinnaer, Cassandre Petrovic, Dusan Pradervand, Sylvain Bochud, Murielle Harris, Sarah E. Corley, Janie Cox, Simon R. Gonseth Nusslé, Semira Clin Epigenetics Research BACKGROUND: Smoking and alcohol consumption may compromise health by way of epigenetic modifications. Epigenetic signatures of alcohol and tobacco consumption could provide insights into the reversibility of phenotypic changes incurred with differing levels of lifestyle exposures. This study describes and validates two novel epigenetic signatures of tobacco (EpiTob) and alcohol (EpiAlc) consumption and investigates their association with disease outcomes. METHODS: The epigenetic signatures, EpiTob and EpiAlc, were developed using data from the Swiss Kidney Project on Genes in Hypertension (SKIPOGH) (N = 689). Epigenetic and phenotypic data available from the 1921 (N = 550) and 1936 (N = 1091) Lothian Birth Cohort (LBC) studies, and two publicly available datasets on GEO Accession (GSE50660, N = 464; and GSE110043, N = 94) were used to validate the signatures. A multivariable logistic regression model, adjusting for age and sex, was used to assess the association between self-reported tobacco or alcohol consumption and the respective epigenetic signature, as well as to estimate the association between CVD and epigenetic signatures. A Cox proportional hazard model was used to estimate the risk of mortality in association with the EpiTob and EpiAlc signatures. RESULTS: The EpiTob signature was positively associated with self-reported tobacco consumption for current or never smokers with explained variance ranging from 0.49 (LBC1921) to 0.72 (LBC1936) (pseudo-R(2)). In the SKIPOGH, LBC1921 and LBC1936 cohorts, the epigenetic signature for alcohol consumption explained limited variance in association with self-reported alcohol status [i.e., non-drinker, moderate drinker, and heavy drinker] (pseudo-R(2) = 0.05, 0.03 and 0.03, respectively), although this improved considerably when measuring self-reported alcohol consumption with standardized units consumed per week (SKIPOGH R(2) = 0.21; LBC1921 R(2) = 0.31; LBC1936 R(2) = 0.41). Both signatures were associated with history of CVD in SKIPOGH and LBC1936, but not in LBC1921. The EpiTob signature was associated with increased risk of all-cause and lung-cancer specific mortality in the 1936 and 1921 LBC cohorts. CONCLUSIONS: This study found the EpiTob and EpiAlc signatures to be well-correlated with self-reported exposure status and associated with long-term health outcomes. Epigenetic signatures of lifestyle exposures may reduce measurement issues and biases and could aid in risk stratification for informing early-stage targeted interventions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01376-7. BioMed Central 2022-11-28 /pmc/articles/PMC9706852/ /pubmed/36443762 http://dx.doi.org/10.1186/s13148-022-01376-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chamberlain, Jonviea D. Nusslé, Sébastien Chapatte, Laurence Kinnaer, Cassandre Petrovic, Dusan Pradervand, Sylvain Bochud, Murielle Harris, Sarah E. Corley, Janie Cox, Simon R. Gonseth Nusslé, Semira Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
title | Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
title_full | Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
title_fullStr | Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
title_full_unstemmed | Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
title_short | Blood DNA methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
title_sort | blood dna methylation signatures of lifestyle exposures: tobacco and alcohol consumption |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9706852/ https://www.ncbi.nlm.nih.gov/pubmed/36443762 http://dx.doi.org/10.1186/s13148-022-01376-7 |
work_keys_str_mv | AT chamberlainjonviead blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT nusslesebastien blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT chapattelaurence blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT kinnaercassandre blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT petrovicdusan blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT pradervandsylvain blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT bochudmurielle blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT harrissarahe blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT corleyjanie blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT coxsimonr blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption AT gonsethnusslesemira blooddnamethylationsignaturesoflifestyleexposurestobaccoandalcoholconsumption |