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BSmooth: from whole genome bisulfite sequencing reads to differentially methylated regions

机译:BSmooth:从全基因组亚硫酸氢盐测序读取到差异甲基化区域

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摘要

DNA methylation is an important epigenetic modification involved in gene regulation, which can now be measured using whole-genome bisulfite sequencing. However, cost, complexity of the data, and lack of comprehensive analytical tools are major challenges that keep this technology from becoming widely applied. Here we present BSmooth, an alignment, quality control and analysis pipeline that provides accurate and precise results even with low coverage data, appropriately handling biological replicates. BSmooth is open source software, and can be downloaded from http://rafalab.jhsph.edu/bsmooth .
机译:DNA甲基化是参与基因调控的重要表观遗传修饰,现在可以使用全基因组亚硫酸氢盐测序进行测量。但是,成本,数据的复杂性以及缺乏全面的分析工具是使该技术无法广泛应用的主要挑战。在这里,我们介绍了BSmooth,这是一种比对,质量控制和分析管道,即使在覆盖率较低的数据下,也可以提供准确而精确的结果,可以适当地处理生物重复。 BSmooth是开源软件,可以从http://rafalab.jhsph.edu/bsmooth下载。

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