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ampliMethProfiler: a pipeline for the analysis of CpG methylation profiles of targeted deep bisulfite sequenced amplicons

机译:ampliMethProfiler:用于分析目标深亚硫酸氢盐测序扩增子的CpG甲基化谱的管线

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Background CpG sites in an individual molecule may exist in a binary state (methylated or unmethylated) and each individual DNA molecule, containing a certain number of CpGs, is a combination of these states defining an epihaplotype. Classic quantification based approaches to study DNA methylation are intrinsically unable to fully represent the complexity of the underlying methylation substrate. Epihaplotype based approaches, on the other hand, allow methylation profiles of cell populations to be studied at the single molecule level. For such investigations, next-generation sequencing techniques can be used, both for quantitative and for epihaplotype analysis. Currently available tools for methylation analysis lack output formats that explicitly report CpG methylation profiles at the single molecule level and that have suited statistical tools for their interpretation. Results Here we present ampliMethProfiler, a python-based pipeline for the extraction and statistical epihaplotype analysis of amplicons from targeted deep bisulfite sequencing of multiple DNA regions. Conclusions ampliMethProfiler tool provides an easy and user friendly way to extract and analyze the epihaplotype composition of reads from targeted bisulfite sequencing experiments. ampliMethProfiler is written in python language and requires a local installation of BLAST and (optionally) QIIME tools. It can be run on Linux and OS X platforms. The software is open source and freely available at http://amplimethprofiler.sourceforge.net .
机译:单个分子中的背景CpG位点可能以二元状态(甲基化或未甲基化)存在,每个包含一定数量CpG的单个DNA分子是这些状态的组合,定义了一个单倍型。基于经典定量研究DNA甲基化的方法本质上不能完全代表潜在的甲基化底物的复杂性。另一方面,基于表位型的方法允许在单分子水平研究细胞群体的甲基化谱。对于此类研究,可以使用下一代测序技术进行定量分析和表型分析。当前用于甲基化分析的工具缺乏输出格式,这些输出格式可以在单分子水平上明确报告CpG甲基化谱,并且没有适合其解释的统计工具。结果在这里,我们介绍了ampliMethProfiler,这是一个基于python的管道,用于从多个DNA区域的目标深亚硫酸氢盐测序中提取扩增子并进行统计表位分析。结论ampliMethProfiler工具提供了一种简便且用户友好的方法,可以从目标亚硫酸氢盐测序实验中提取和分析读数的表型组成。 ampliMethProfiler用python语言编写,并且需要在本地安装BLAST和(可选)QIIME工具。它可以在Linux和OS X平台上运行。该软件是开源软件,可从http://amplimethprofiler.sourceforge.net免费获得。

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