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DNA methylation in blood—Potential to provide new insights into cell biology
Epigenetics plays a fundamental role in cellular development and differentiation; epigenetic mechanisms, such as DNA methylation, are involved in gene regulation and the exquisite nuance of expression changes seen in the journey from pluripotency to final differentiation. Thus, DNA methylation as a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641429/ https://www.ncbi.nlm.nih.gov/pubmed/33147241 http://dx.doi.org/10.1371/journal.pone.0241367 |
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author | Macartney-Coxson, Donia Cameron, Alanna M. Clapham, Jane Benton, Miles C. |
author_facet | Macartney-Coxson, Donia Cameron, Alanna M. Clapham, Jane Benton, Miles C. |
author_sort | Macartney-Coxson, Donia |
collection | PubMed |
description | Epigenetics plays a fundamental role in cellular development and differentiation; epigenetic mechanisms, such as DNA methylation, are involved in gene regulation and the exquisite nuance of expression changes seen in the journey from pluripotency to final differentiation. Thus, DNA methylation as a marker of cell identify has the potential to reveal new insights into cell biology. We mined publicly available DNA methylation data with a machine-learning approach to identify differentially methylated loci between different white blood cell types. We then interrogated the DNA methylation and mRNA expression of candidate loci in CD4(+), CD8(+), CD14(+), CD19(+) and CD56(+) fractions from 12 additional, independent healthy individuals (6 male, 6 female). ‘Classic’ immune cell markers such as CD8 and CD19 showed expected methylation/expression associations fitting with established dogma that hypermethylation is associated with the repression of gene expression. We also observed large differential methylation at loci which are not established immune cell markers; some of these loci showed inverse correlations between methylation and mRNA expression (such as PARK2, DCP2). Furthermore, we validated these observations further in publicly available DNA methylation and RNA sequencing datasets. Our results highlight the value of mining publicly available data, the utility of DNA methylation as a discriminatory marker and the potential value of DNA methylation to provide additional insights into cell biology and developmental processes. |
format | Online Article Text |
id | pubmed-7641429 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-76414292020-11-16 DNA methylation in blood—Potential to provide new insights into cell biology Macartney-Coxson, Donia Cameron, Alanna M. Clapham, Jane Benton, Miles C. PLoS One Research Article Epigenetics plays a fundamental role in cellular development and differentiation; epigenetic mechanisms, such as DNA methylation, are involved in gene regulation and the exquisite nuance of expression changes seen in the journey from pluripotency to final differentiation. Thus, DNA methylation as a marker of cell identify has the potential to reveal new insights into cell biology. We mined publicly available DNA methylation data with a machine-learning approach to identify differentially methylated loci between different white blood cell types. We then interrogated the DNA methylation and mRNA expression of candidate loci in CD4(+), CD8(+), CD14(+), CD19(+) and CD56(+) fractions from 12 additional, independent healthy individuals (6 male, 6 female). ‘Classic’ immune cell markers such as CD8 and CD19 showed expected methylation/expression associations fitting with established dogma that hypermethylation is associated with the repression of gene expression. We also observed large differential methylation at loci which are not established immune cell markers; some of these loci showed inverse correlations between methylation and mRNA expression (such as PARK2, DCP2). Furthermore, we validated these observations further in publicly available DNA methylation and RNA sequencing datasets. Our results highlight the value of mining publicly available data, the utility of DNA methylation as a discriminatory marker and the potential value of DNA methylation to provide additional insights into cell biology and developmental processes. Public Library of Science 2020-11-04 /pmc/articles/PMC7641429/ /pubmed/33147241 http://dx.doi.org/10.1371/journal.pone.0241367 Text en © 2020 Macartney-Coxson et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Macartney-Coxson, Donia Cameron, Alanna M. Clapham, Jane Benton, Miles C. DNA methylation in blood—Potential to provide new insights into cell biology |
title | DNA methylation in blood—Potential to provide new insights into cell biology |
title_full | DNA methylation in blood—Potential to provide new insights into cell biology |
title_fullStr | DNA methylation in blood—Potential to provide new insights into cell biology |
title_full_unstemmed | DNA methylation in blood—Potential to provide new insights into cell biology |
title_short | DNA methylation in blood—Potential to provide new insights into cell biology |
title_sort | dna methylation in blood—potential to provide new insights into cell biology |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7641429/ https://www.ncbi.nlm.nih.gov/pubmed/33147241 http://dx.doi.org/10.1371/journal.pone.0241367 |
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