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Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation
BACKGROUND: The widespread use of accessible peripheral tissues for epigenetic analyses has prompted increasing interest in the study of tissue-specific DNA methylation (DNAm) variation in human populations. To date, characterizations of inter-individual DNAm variability and DNAm concordance across...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6314079/ https://www.ncbi.nlm.nih.gov/pubmed/30602389 http://dx.doi.org/10.1186/s13072-018-0245-6 |
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author | Islam, Sumaiya A. Goodman, Sarah J. MacIsaac, Julia L. Obradović, Jelena Barr, Ronald G. Boyce, W. Thomas Kobor, Michael S. |
author_facet | Islam, Sumaiya A. Goodman, Sarah J. MacIsaac, Julia L. Obradović, Jelena Barr, Ronald G. Boyce, W. Thomas Kobor, Michael S. |
author_sort | Islam, Sumaiya A. |
collection | PubMed |
description | BACKGROUND: The widespread use of accessible peripheral tissues for epigenetic analyses has prompted increasing interest in the study of tissue-specific DNA methylation (DNAm) variation in human populations. To date, characterizations of inter-individual DNAm variability and DNAm concordance across tissues have been largely performed in adult tissues and therefore are limited in their relevance to DNAm profiles from pediatric samples. Given that DNAm patterns in early life undergo rapid changes and have been linked to a wide range of health outcomes and environmental exposures, direct investigations of tissue-specific DNAm variation in pediatric samples may help inform the design and interpretation of DNAm analyses from early life cohorts. In this study, we present a systematic comparison of genome-wide DNAm patterns between matched pediatric buccal epithelial cells (BECs) and peripheral blood mononuclear cells (PBMCs), two of the most widely used peripheral tissues in human epigenetic studies. Specifically, we assessed DNAm variability, cross-tissue DNAm concordance and genetic determinants of DNAm across two independent early life cohorts encompassing different ages. RESULTS: BECs had greater inter-individual DNAm variability compared to PBMCs and highly the variable CpGs are more likely to be positively correlated between the matched tissues compared to less variable CpGs. These sites were enriched for CpGs under genetic influence, suggesting that a substantial proportion of DNAm covariation between tissues can be attributed to genetic variation. Finally, we demonstrated the relevance of our findings to human epigenetic studies by categorizing CpGs from published DNAm association studies of pediatric BECs and peripheral blood. CONCLUSIONS: Taken together, our results highlight a number of important considerations and practical implications in the design and interpretation of EWAS analyses performed in pediatric peripheral tissues. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13072-018-0245-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6314079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63140792019-01-07 Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation Islam, Sumaiya A. Goodman, Sarah J. MacIsaac, Julia L. Obradović, Jelena Barr, Ronald G. Boyce, W. Thomas Kobor, Michael S. Epigenetics Chromatin Research BACKGROUND: The widespread use of accessible peripheral tissues for epigenetic analyses has prompted increasing interest in the study of tissue-specific DNA methylation (DNAm) variation in human populations. To date, characterizations of inter-individual DNAm variability and DNAm concordance across tissues have been largely performed in adult tissues and therefore are limited in their relevance to DNAm profiles from pediatric samples. Given that DNAm patterns in early life undergo rapid changes and have been linked to a wide range of health outcomes and environmental exposures, direct investigations of tissue-specific DNAm variation in pediatric samples may help inform the design and interpretation of DNAm analyses from early life cohorts. In this study, we present a systematic comparison of genome-wide DNAm patterns between matched pediatric buccal epithelial cells (BECs) and peripheral blood mononuclear cells (PBMCs), two of the most widely used peripheral tissues in human epigenetic studies. Specifically, we assessed DNAm variability, cross-tissue DNAm concordance and genetic determinants of DNAm across two independent early life cohorts encompassing different ages. RESULTS: BECs had greater inter-individual DNAm variability compared to PBMCs and highly the variable CpGs are more likely to be positively correlated between the matched tissues compared to less variable CpGs. These sites were enriched for CpGs under genetic influence, suggesting that a substantial proportion of DNAm covariation between tissues can be attributed to genetic variation. Finally, we demonstrated the relevance of our findings to human epigenetic studies by categorizing CpGs from published DNAm association studies of pediatric BECs and peripheral blood. CONCLUSIONS: Taken together, our results highlight a number of important considerations and practical implications in the design and interpretation of EWAS analyses performed in pediatric peripheral tissues. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13072-018-0245-6) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-02 /pmc/articles/PMC6314079/ /pubmed/30602389 http://dx.doi.org/10.1186/s13072-018-0245-6 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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. |
spellingShingle | Research Islam, Sumaiya A. Goodman, Sarah J. MacIsaac, Julia L. Obradović, Jelena Barr, Ronald G. Boyce, W. Thomas Kobor, Michael S. Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation |
title | Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation |
title_full | Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation |
title_fullStr | Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation |
title_full_unstemmed | Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation |
title_short | Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation |
title_sort | integration of dna methylation patterns and genetic variation in human pediatric tissues help inform ewas design and interpretation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6314079/ https://www.ncbi.nlm.nih.gov/pubmed/30602389 http://dx.doi.org/10.1186/s13072-018-0245-6 |
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