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MethPat: a tool for the analysis and visualisation of complex methylation patterns obtained by massively parallel sequencing

机译:MethPat:用于通过大规模并行测序获得的复杂甲基化模式的分析和可视化工具

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摘要

BackgroundDNA methylation at a gene promoter region has the potential to regulate gene transcription. Patterns of methylation over multiple CpG sites in a region are often complex and cell type specific, with the region showing multiple allelic patterns in a sample. This complexity is commonly obscured when DNA methylation data is summarised as an average percentage value for each CpG site (or aggregated across CpG sites). True representation of methylation patterns can only be fully characterised by clonal analysis. Deep sequencing provides the ability to investigate clonal DNA methylation patterns in unprecedented detail and scale, enabling the proper characterisation of the heterogeneity of methylation patterns. However, the sheer amount and complexity of sequencing data requires new synoptic approaches to visualise the distribution of allelic patterns.
机译:背景基因启动子区域的甲基化具有调节基因转录的潜力。一个区域中多个CpG位点的甲基化模式通常很复杂且具有细胞类型特异性,该区域在样品中显示出多个等位基因模式。当将DNA甲基化数据汇总为每个CpG位点的平均百分比值(或跨CpG位点汇总)时,通常会掩盖这种复杂性。甲基化模式的真实表示只能通过克隆分析来充分表征。深度测序提供了以前所未有的细节和规模研究克隆DNA甲基化模式的能力,从而能够正确表征甲基化模式的异质性。但是,测序数据的数量和复杂性要求采用新的概要方法来可视化等位基因模式的分布。

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