转录组
DNA甲基化
表观遗传学
生物
表观遗传学
基因组学
遗传学
基因组
组学
人类基因组
基因
计算生物学
甲基化
基因表达
作者
Rui Chen,Lin Xia,Kailing Tu,Meixue Duan,Kimberly R. Kukurba,Jennifer Li‐Pook‐Than,Dan Xie,M Snyder
出处
期刊:Nature Medicine
[Nature Portfolio]
日期:2018-10-26
卷期号:24 (12): 1930-1939
被引量:62
标识
DOI:10.1038/s41591-018-0237-x
摘要
Epigenomics regulates gene expression and is as important as genomics in precision personal health, as it is heavily influenced by environment and lifestyle. We profiled whole-genome DNA methylation and the corresponding transcriptome of peripheral blood mononuclear cells collected from a human volunteer over a period of 36 months, generating 28 methylome and 57 transcriptome datasets. We found that DNA methylomic changes are associated with infrequent glucose level alteration, whereas the transcriptome underwent dynamic changes during events such as viral infections. Most DNA meta-methylome changes occurred 80–90 days before clinically detectable glucose elevation. Analysis of the deep personal methylome dataset revealed an unprecedented number of allelic differentially methylated regions that remain stable longitudinally and are preferentially associated with allele-specific gene regulation. Our results revealed that changes in different types of ‘omics’ data associate with different physiological aspects of this individual: DNA methylation with chronic conditions and transcriptome with acute events. Personal ‘omics’ analysis of a single individual over a period of 3 years reveals that different types of omics data associate with episodes of acute and chronic disease.
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