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A parallel and sensitive software tool for methylation analysis on multicore platforms

机译:用于多核平台上甲基化分析的并行且敏感的软件工具

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摘要

>Motivation: DNA methylation analysis suffers from very long processing time, as the advent of Next-Generation Sequencers has shifted the bottleneck of genomic studies from the sequencers that obtain the DNA samples to the software that performs the analysis of these samples. The existing software for methylation analysis does not seem to scale efficiently neither with the size of the dataset nor with the length of the reads to be analyzed. As it is expected that the sequencers will provide longer and longer reads in the near future, efficient and scalable methylation software should be developed.>Results: We present a new software tool, called HPG-Methyl, which efficiently maps bisulphite sequencing reads on DNA, analyzing DNA methylation. The strategy used by this software consists of leveraging the speed of the Burrows–Wheeler Transform to map a large number of DNA fragments (reads) rapidly, as well as the accuracy of the Smith–Waterman algorithm, which is exclusively employed to deal with the most ambiguous and shortest reads. Experimental results on platforms with Intel multicore processors show that HPG-Methyl significantly outperforms in both execution time and sensitivity state-of-the-art software such as Bismark, BS-Seeker or BSMAP, particularly for long bisulphite reads.>Availability and implementation: Software in the form of C libraries and functions, together with instructions to compile and execute this software. Available by sftp to anonymous@clariano.uv.es (password ‘anonymous’).>Contact: or
机译:>动机:DNA甲基化分析的处理时间非常长,因为下一代测序仪的出现将基因组研究的瓶颈从获得DNA样品的测序仪转移到了可进行DNA分析的软件上这些样本。现有的用于甲基化分析的软件似乎既​​不能有效地扩展数据集的大小,也不能有效地分析待分析读段的长度。可以预期,测序仪将在不久的将来提供越来越长的读数,因此应开发高效且可扩展的甲基化软件。>结果:我们提供了一种称为HPG-Methyl的新软件工具,该工具可以有效地在DNA上绘制亚硫酸氢盐测序读数,分析DNA甲基化。该软件使用的策略包括利用Burrows-Wheeler变换的速度来快速绘制大量DNA片段(读数),以及Smith-Waterman算法的准确性,后者专门用于处理最含糊和最短的读物。在具有英特尔多核处理器的平台上进行的实验结果表明,HPG-Methyl在执行时间和灵敏度方面最先进的软件(例如Bismark,BS-Seeker或BSMAP)方面均明显优于传统的亚硫酸氢盐读取。>实现:采用C库和函数形式的软件,以及用于编译和执行此软件的说明。可以通过sftp发送到anonymous@clariano.uv.es(密码“ anonymous”)。>联系方式:

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