DNA methylation in blood-Potential to provide new insights into cell biology

被引:4
作者
Macartney-Coxson, Donia [1 ]
Cameron, Alanna M. [2 ]
Clapham, Jane [1 ]
Benton, Miles C. [1 ]
机构
[1] Inst Environm Sci & Res ESR, Human Genom, Wellington, New Zealand
[2] Malaghan Inst Med Res, Wellington, New Zealand
关键词
WIDE ASSOCIATION; EPIGENETICS;
D O I
10.1371/journal.pone.0241367
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
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页数:15
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