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Dynamic DNA methylation across diverse human cell lines and tissues.

Genome research | 2013

As studies of DNA methylation increase in scope, it has become evident that methylation has a complex relationship with gene expression, plays an important role in defining cell types, and is disrupted in many diseases. We describe large-scale single-base resolution DNA methylation profiling on a diverse collection of 82 human cell lines and tissues using reduced representation bisulfite sequencing (RRBS). Analysis integrating RNA-seq and ChIP-seq data illuminates the functional role of this dynamic mark. Loci that are hypermethylated across cancer types are enriched for sites bound by NANOG in embryonic stem cells, which supports and expands the model of a stem/progenitor cell signature in cancer. CpGs that are hypomethylated across cancer types are concentrated in megabase-scale domains that occur near the telomeres and centromeres of chromosomes, are depleted of genes, and are enriched for cancer-specific EZH2 binding and H3K27me3 (repressive chromatin). In noncancer samples, there are cell-type specific methylation signatures preserved in primary cell lines and tissues as well as methylation differences induced by cell culture. The relationship between methylation and expression is context-dependent, and we find that CpG-rich enhancers bound by EP300 in the bodies of expressed genes are unmethylated despite the dense gene-body methylation surrounding them. Non-CpG cytosine methylation occurs in human somatic tissue, is particularly prevalent in brain tissue, and is reproducible across many individuals. This study provides an atlas of DNA methylation across diverse and well-characterized samples and enables new discoveries about DNA methylation and its role in gene regulation and disease.

Pubmed ID: 23325432 RIS Download

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Associated grants

  • Agency: NHGRI NIH HHS, United States
    Id: U54 HG004576

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This is a list of tools and resources that we have found mentioned in this publication.


GOrilla: Gene Ontology Enrichment Analysis and Visualization Tool (tool)

RRID:SCR_006848

A tool for identifying and visualizing enriched GO terms in ranked lists of genes. It can be run in one of two modes: * Searching for enriched GO terms that appear densely at the top of a ranked list of genes or * Searching for enriched GO terms in a target list of genes compared to a background list of genes.

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WEBLOGO (tool)

RRID:SCR_010236

Web application to generate sequence logos, graphical representations of patterns within multiple sequence alignment. Designed to make generation of sequence logos easy. Sequence logo generator.

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GenomeStudio (tool)

RRID:SCR_010973

Visualize and analyze data generated by all of Illumina''s platforms.

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GM12878 (tool)

RRID:CVCL_7526

Cell line GM12878 is a Transformed cell line with a species of origin Homo sapiens (Human)

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Hep-G2 (tool)

RRID:CVCL_0027

Cell line Hep-G2 is a Cancer cell line with a species of origin Homo sapiens (Human)

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K-562 (tool)

RRID:CVCL_0004

Cell line K-562 is a Cancer cell line with a species of origin Homo sapiens (Human)

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HeLa (tool)

RRID:CVCL_0030

Cell line HeLa is a Cancer cell line with a species of origin Homo sapiens

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