Integrating DNA Methylation and Hydroxymethylation Data with the Mint Pipeline.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 29092933.
- Also identified by DOI 10.1158/0008-5472.CAN-17-0330 and PMC identifier 5678940.
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Abstract
DNA methylation (5mC) plays important roles in mammalian development, oncogenesis, treatment response, and responses to the environment. DNA hydroxymethylation (5hmC) is also an informative epigenetic mark with distinct roles in regulation and cancer. Gold-standard, widely used technologies (bisulfite conversion, followed by deep sequencing) cannot distinguish between 5mC and 5hmC. Therefore, additional experiments are required to differentiate the two marks, and <i>in silico</i> methods are needed to analyze, integrate, and interpret these data. We developed the Methylation INTegration (mint) pipeline to support the comprehensive analysis of bisulfite conversion and immunoprecipitation-based methylation and hydroxymethylation assays, with additional steps toward integration, visualization, and interpretation. The pipeline is available as both a command line and a Galaxy graphical user interface tool. Both implementations require minimal configuration while remaining flexible to experiment specific needs. <i>Cancer Res; 77(21); e27-30. ©2017 AACR</i>.
Medical subject headings
- Computational Biology
- DNA Methylation
- Neoplasms
- Software