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从 DNA 甲基化数据中识别活性调控区域。

Identification of active regulatory regions from DNA methylation data.

机构信息

Friedrich Miescher Institute for Biomedical Research, Maulbeerstrasse 66, 4058 Basel, Switzerland, Swiss Institute of Bioinformatics, Maulbeerstrasse 66, 4058 Basel, Switzerland and University of Basel, Petersplatz 1, 4003 Basel, Switzerland.

出版信息

Nucleic Acids Res. 2013 Sep;41(16):e155. doi: 10.1093/nar/gkt599. Epub 2013 Jul 4.

Abstract

We have recently shown that transcription factor binding leads to defined reduction in DNA methylation, allowing for the identification of active regulatory regions from high-resolution methylomes. Here, we present MethylSeekR, a computational tool to accurately identify such footprints from bisulfite-sequencing data. Applying our method to a large number of published human methylomes, we demonstrate its broad applicability and generalize our previous findings from a neuronal differentiation system to many cell types and tissues. MethylSeekR is available as an R package at www.bioconductor.org.

摘要

我们最近表明,转录因子结合导致 DNA 甲基化的明确减少,从而可以从高分辨率甲基组中识别出活跃的调控区域。在这里,我们提出了 MethylSeekR,这是一种从亚硫酸氢盐测序数据中准确识别这种足迹的计算工具。将我们的方法应用于大量已发表的人类甲基组,我们证明了它的广泛适用性,并将我们之前在神经元分化系统中的发现推广到许多细胞类型和组织。MethylSeekR 可作为 R 包在 www.bioconductor.org 上获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/abcb/3763559/d8942aa82016/gkt599f1p.jpg

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