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Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects
BACKGROUND: Smoking remains one of the leading preventable causes of death. Smoking leaves a strong signature on the blood methylome as shown in multiple studies using the Infinium HumanMethylation450 BeadChip. Here, we explore novel blood methylation smoking signals on the Illumina MethylationEPIC...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888173/ https://www.ncbi.nlm.nih.gov/pubmed/33593402 http://dx.doi.org/10.1186/s13148-021-01018-4 |
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author | Christiansen, C. Castillo-Fernandez, J. E. Domingo-Relloso, A. Zhao, W. El-Sayed Moustafa, J. S. Tsai, P.-C. Maddock, J. Haack, K. Cole, S. A. Kardia, S. L. R. Molokhia, M. Suderman, M. Power, C. Relton, C. Wong, A. Kuh, D. Goodman, A. Small, K. S. Smith, J. A. Tellez-Plaza, M. Navas-Acien, A. Ploubidis, G. B. Hardy, R. Bell, J. T. |
author_facet | Christiansen, C. Castillo-Fernandez, J. E. Domingo-Relloso, A. Zhao, W. El-Sayed Moustafa, J. S. Tsai, P.-C. Maddock, J. Haack, K. Cole, S. A. Kardia, S. L. R. Molokhia, M. Suderman, M. Power, C. Relton, C. Wong, A. Kuh, D. Goodman, A. Small, K. S. Smith, J. A. Tellez-Plaza, M. Navas-Acien, A. Ploubidis, G. B. Hardy, R. Bell, J. T. |
author_sort | Christiansen, C. |
collection | PubMed |
description | BACKGROUND: Smoking remains one of the leading preventable causes of death. Smoking leaves a strong signature on the blood methylome as shown in multiple studies using the Infinium HumanMethylation450 BeadChip. Here, we explore novel blood methylation smoking signals on the Illumina MethylationEPIC BeadChip (EPIC) array, which also targets novel CpG-sites in enhancers. METHOD: A smoking-methylation meta-analysis was carried out using EPIC DNA methylation profiles in 1407 blood samples from four UK population-based cohorts, including the MRC National Survey for Health and Development (NSHD) or 1946 British birth cohort, the National Child Development Study (NCDS) or 1958 birth cohort, the 1970 British Cohort Study (BCS70), and the TwinsUK cohort (TwinsUK). The overall discovery sample included 269 current, 497 former, and 643 never smokers. Replication was pursued in 3425 trans-ethnic samples, including 2325 American Indian individuals participating in the Strong Heart Study (SHS) in 1989–1991 and 1100 African-American participants in the Genetic Epidemiology Network of Arteriopathy Study (GENOA). RESULTS: Altogether 952 CpG-sites in 500 genes were differentially methylated between smokers and never smokers after Bonferroni correction. There were 526 novel smoking-associated CpG-sites only profiled by the EPIC array, of which 486 (92%) replicated in a meta-analysis of the American Indian and African-American samples. Novel CpG sites mapped both to genes containing previously identified smoking-methylation signals and to 80 novel genes not previously linked to smoking, with the strongest novel signal in SLAMF7. Comparison of former versus never smokers identified that 37 of these sites were persistently differentially methylated after cessation, where 16 represented novel signals only profiled by the EPIC array. We observed a depletion of smoking-associated signals in CpG islands and an enrichment in enhancer regions, consistent with previous results. CONCLUSION: This study identified novel smoking-associated signals as possible biomarkers of exposure to smoking and may help improve our understanding of smoking-related disease risk. |
format | Online Article Text |
id | pubmed-7888173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-78881732021-02-22 Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects Christiansen, C. Castillo-Fernandez, J. E. Domingo-Relloso, A. Zhao, W. El-Sayed Moustafa, J. S. Tsai, P.-C. Maddock, J. Haack, K. Cole, S. A. Kardia, S. L. R. Molokhia, M. Suderman, M. Power, C. Relton, C. Wong, A. Kuh, D. Goodman, A. Small, K. S. Smith, J. A. Tellez-Plaza, M. Navas-Acien, A. Ploubidis, G. B. Hardy, R. Bell, J. T. Clin Epigenetics Research BACKGROUND: Smoking remains one of the leading preventable causes of death. Smoking leaves a strong signature on the blood methylome as shown in multiple studies using the Infinium HumanMethylation450 BeadChip. Here, we explore novel blood methylation smoking signals on the Illumina MethylationEPIC BeadChip (EPIC) array, which also targets novel CpG-sites in enhancers. METHOD: A smoking-methylation meta-analysis was carried out using EPIC DNA methylation profiles in 1407 blood samples from four UK population-based cohorts, including the MRC National Survey for Health and Development (NSHD) or 1946 British birth cohort, the National Child Development Study (NCDS) or 1958 birth cohort, the 1970 British Cohort Study (BCS70), and the TwinsUK cohort (TwinsUK). The overall discovery sample included 269 current, 497 former, and 643 never smokers. Replication was pursued in 3425 trans-ethnic samples, including 2325 American Indian individuals participating in the Strong Heart Study (SHS) in 1989–1991 and 1100 African-American participants in the Genetic Epidemiology Network of Arteriopathy Study (GENOA). RESULTS: Altogether 952 CpG-sites in 500 genes were differentially methylated between smokers and never smokers after Bonferroni correction. There were 526 novel smoking-associated CpG-sites only profiled by the EPIC array, of which 486 (92%) replicated in a meta-analysis of the American Indian and African-American samples. Novel CpG sites mapped both to genes containing previously identified smoking-methylation signals and to 80 novel genes not previously linked to smoking, with the strongest novel signal in SLAMF7. Comparison of former versus never smokers identified that 37 of these sites were persistently differentially methylated after cessation, where 16 represented novel signals only profiled by the EPIC array. We observed a depletion of smoking-associated signals in CpG islands and an enrichment in enhancer regions, consistent with previous results. CONCLUSION: This study identified novel smoking-associated signals as possible biomarkers of exposure to smoking and may help improve our understanding of smoking-related disease risk. BioMed Central 2021-02-16 /pmc/articles/PMC7888173/ /pubmed/33593402 http://dx.doi.org/10.1186/s13148-021-01018-4 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 Christiansen, C. Castillo-Fernandez, J. E. Domingo-Relloso, A. Zhao, W. El-Sayed Moustafa, J. S. Tsai, P.-C. Maddock, J. Haack, K. Cole, S. A. Kardia, S. L. R. Molokhia, M. Suderman, M. Power, C. Relton, C. Wong, A. Kuh, D. Goodman, A. Small, K. S. Smith, J. A. Tellez-Plaza, M. Navas-Acien, A. Ploubidis, G. B. Hardy, R. Bell, J. T. Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects |
title | Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects |
title_full | Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects |
title_fullStr | Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects |
title_full_unstemmed | Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects |
title_short | Novel DNA methylation signatures of tobacco smoking with trans-ethnic effects |
title_sort | novel dna methylation signatures of tobacco smoking with trans-ethnic effects |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888173/ https://www.ncbi.nlm.nih.gov/pubmed/33593402 http://dx.doi.org/10.1186/s13148-021-01018-4 |
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