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...

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Main Authors: Donia Macartney-Coxson, Alanna M Cameron, Jane Clapham, Miles C Benton
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0241367
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spelling doaj-6ade013efa514a85a63d6e4a3f1111922021-03-04T12:25:39ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-011511e024136710.1371/journal.pone.0241367DNA methylation in blood-Potential to provide new insights into cell biology.Donia Macartney-CoxsonAlanna M CameronJane ClaphamMiles C BentonEpigenetics 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.https://doi.org/10.1371/journal.pone.0241367
collection DOAJ
language English
format Article
sources DOAJ
author Donia Macartney-Coxson
Alanna M Cameron
Jane Clapham
Miles C Benton
spellingShingle Donia Macartney-Coxson
Alanna M Cameron
Jane Clapham
Miles C Benton
DNA methylation in blood-Potential to provide new insights into cell biology.
PLoS ONE
author_facet Donia Macartney-Coxson
Alanna M Cameron
Jane Clapham
Miles C Benton
author_sort Donia Macartney-Coxson
title 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_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_sort dna methylation in blood-potential to provide new insights into cell biology.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
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.
url https://doi.org/10.1371/journal.pone.0241367
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