metilene: fast and sensitive calling of differentially methylated regions from bisulfite sequencing data

The detection of differentially methylated regions (DMRs) is a necessary prerequisite for characterizing different epigenetic states. We present a novel program, metilene, to identify DMRs within whole-genome and targeted data with unrivaled specificity and sensitivity. A binary segmentation algorit...

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Veröffentlicht in:Genome research 2016-02, Vol.26 (2), p.256-262
Hauptverfasser: Jühling, Frank, Kretzmer, Helene, Bernhart, Stephan H, Otto, Christian, Stadler, Peter F, Hoffmann, Steve
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Sprache:eng
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Zusammenfassung:The detection of differentially methylated regions (DMRs) is a necessary prerequisite for characterizing different epigenetic states. We present a novel program, metilene, to identify DMRs within whole-genome and targeted data with unrivaled specificity and sensitivity. A binary segmentation algorithm combined with a two-dimensional statistical test allows the detection of DMRs in large methylation experiments with multiple groups of samples in minutes rather than days using off-the-shelf hardware. metilene outperforms other state-of-the-art tools for low coverage data and can estimate missing data. Hence, metilene is a versatile tool to study the effect of epigenetic modifications in differentiation/development, tumorigenesis, and systems biology on a global, genome-wide level. Whether in the framework of international consortia with dozens of samples per group, or even without biological replicates, it produces highly significant and reliable results.
ISSN:1088-9051
1549-5469
DOI:10.1101/gr.196394.115