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Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases
BACKGROUND: DNA methylation is a key epigenetic modification that can directly affect gene regulation. DNA methylation is highly influenced by environmental factors such as cigarette smoking, which is causally related to chronic obstructive pulmonary disease (COPD) and lung cancer. To date, there ha...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986283/ https://www.ncbi.nlm.nih.gov/pubmed/33752734 http://dx.doi.org/10.1186/s13148-021-01041-5 |
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author | Yao, Chen Joehanes, Roby Wilson, Rory Tanaka, Toshiko Ferrucci, Luigi Kretschmer, Anja Prokisch, Holger Schramm, Katharina Gieger, Christian Peters, Annette Waldenberger, Melanie Marzi, Carola Herder, Christian Levy, Daniel |
author_facet | Yao, Chen Joehanes, Roby Wilson, Rory Tanaka, Toshiko Ferrucci, Luigi Kretschmer, Anja Prokisch, Holger Schramm, Katharina Gieger, Christian Peters, Annette Waldenberger, Melanie Marzi, Carola Herder, Christian Levy, Daniel |
author_sort | Yao, Chen |
collection | PubMed |
description | BACKGROUND: DNA methylation is a key epigenetic modification that can directly affect gene regulation. DNA methylation is highly influenced by environmental factors such as cigarette smoking, which is causally related to chronic obstructive pulmonary disease (COPD) and lung cancer. To date, there have been few large-scale, combined analyses of DNA methylation and gene expression and their interrelations with lung diseases. RESULTS: We performed an epigenome-wide association study of whole blood gene expression in ~ 6000 individuals from four cohorts. We discovered and replicated numerous CpGs associated with the expression of cis genes within 500 kb of each CpG, with 148 to 1,741 cis CpG-transcript pairs identified across cohorts. We found that the closer a CpG resided to a transcription start site, the larger its effect size, and that 36% of cis CpG-transcript pairs share the same causal genetic variant. Mendelian randomization analyses revealed that hypomethylation and lower expression of CHRNA5, which encodes a smoking-related nicotinic receptor, are causally linked to increased risk of COPD and lung cancer. This putatively causal relationship was further validated in lung tissue data. CONCLUSIONS: Our results provide a large and comprehensive association study of whole blood DNA methylation with gene expression. Expression platform differences rather than population differences are critical to the replication of cis CpG-transcript pairs. The low reproducibility of trans CpG-transcript pairs suggests that DNA methylation regulates nearby rather than remote gene expression. The putatively causal roles of methylation and expression of CHRNA5 in relation to COPD and lung cancer provide evidence for a mechanistic link between patterns of smoking-related epigenetic variation and lung diseases, and highlight potential therapeutic targets for lung diseases and smoking cessation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01041-5. |
format | Online Article Text |
id | pubmed-7986283 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-79862832021-03-24 Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases Yao, Chen Joehanes, Roby Wilson, Rory Tanaka, Toshiko Ferrucci, Luigi Kretschmer, Anja Prokisch, Holger Schramm, Katharina Gieger, Christian Peters, Annette Waldenberger, Melanie Marzi, Carola Herder, Christian Levy, Daniel Clin Epigenetics Research BACKGROUND: DNA methylation is a key epigenetic modification that can directly affect gene regulation. DNA methylation is highly influenced by environmental factors such as cigarette smoking, which is causally related to chronic obstructive pulmonary disease (COPD) and lung cancer. To date, there have been few large-scale, combined analyses of DNA methylation and gene expression and their interrelations with lung diseases. RESULTS: We performed an epigenome-wide association study of whole blood gene expression in ~ 6000 individuals from four cohorts. We discovered and replicated numerous CpGs associated with the expression of cis genes within 500 kb of each CpG, with 148 to 1,741 cis CpG-transcript pairs identified across cohorts. We found that the closer a CpG resided to a transcription start site, the larger its effect size, and that 36% of cis CpG-transcript pairs share the same causal genetic variant. Mendelian randomization analyses revealed that hypomethylation and lower expression of CHRNA5, which encodes a smoking-related nicotinic receptor, are causally linked to increased risk of COPD and lung cancer. This putatively causal relationship was further validated in lung tissue data. CONCLUSIONS: Our results provide a large and comprehensive association study of whole blood DNA methylation with gene expression. Expression platform differences rather than population differences are critical to the replication of cis CpG-transcript pairs. The low reproducibility of trans CpG-transcript pairs suggests that DNA methylation regulates nearby rather than remote gene expression. The putatively causal roles of methylation and expression of CHRNA5 in relation to COPD and lung cancer provide evidence for a mechanistic link between patterns of smoking-related epigenetic variation and lung diseases, and highlight potential therapeutic targets for lung diseases and smoking cessation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01041-5. BioMed Central 2021-03-22 /pmc/articles/PMC7986283/ /pubmed/33752734 http://dx.doi.org/10.1186/s13148-021-01041-5 Text en © The Author(s) 2021 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/. The Creative Commons Public Domain Dedication waiver (http://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 Yao, Chen Joehanes, Roby Wilson, Rory Tanaka, Toshiko Ferrucci, Luigi Kretschmer, Anja Prokisch, Holger Schramm, Katharina Gieger, Christian Peters, Annette Waldenberger, Melanie Marzi, Carola Herder, Christian Levy, Daniel Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases |
title | Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases |
title_full | Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases |
title_fullStr | Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases |
title_full_unstemmed | Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases |
title_short | Epigenome-wide association study of whole blood gene expression in Framingham Heart Study participants provides molecular insight into the potential role of CHRNA5 in cigarette smoking-related lung diseases |
title_sort | epigenome-wide association study of whole blood gene expression in framingham heart study participants provides molecular insight into the potential role of chrna5 in cigarette smoking-related lung diseases |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986283/ https://www.ncbi.nlm.nih.gov/pubmed/33752734 http://dx.doi.org/10.1186/s13148-021-01041-5 |
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