Title | methylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles. |
Publication Type | Journal Article |
Year of Publication | 2012 |
Authors | Akalin, Altuna, Kormaksson Matthias, Li Sheng, Garrett-Bakelman Francine E., Figueroa Maria E., Melnick Ari, and Mason Christopher E. |
Journal | Genome Biol |
Volume | 13 |
Issue | 10 |
Pagination | R87 |
Date Published | 2012 Oct 03 |
ISSN | 1474-760X |
Keywords | Breast Neoplasms, Cell Line, Tumor, DNA Methylation, Epigenesis, Genetic, Female, Genome, Human, Genomics, High-Throughput Nucleotide Sequencing, Humans, MCF-7 Cells, Sequence Analysis, DNA, Software |
Abstract | <p>DNA methylation is a chemical modification of cytosine bases that is pivotal for gene regulation, cellular specification and cancer development. Here, we describe an R package, methylKit, that rapidly analyzes genome-wide cytosine epigenetic profiles from high-throughput methylation and hydroxymethylation sequencing experiments. methylKit includes functions for clustering, sample quality visualization, differential methylation analysis and annotation features, thus automating and simplifying many of the steps for discerning statistically significant bases or regions of DNA methylation. Finally, we demonstrate methylKit on breast cancer data, in which we find statistically significant regions of differential methylation and stratify tumor subtypes. methylKit is available at http://code.google.com/p/methylkit.</p> |
DOI | 10.1186/gb-2012-13-10-r87 |
Alternate Journal | Genome Biol |
PubMed ID | 23034086 |
PubMed Central ID | PMC3491415 |
Grant List | P30 AG013283 / AG / NIA NIH HHS / United States R01 NS076465 / NS / NINDS NIH HHS / United States / WT_ / Wellcome Trust / United Kingdom 1R01NS076465-01 / NS / NINDS NIH HHS / United States |