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Comparative analysis of algorithms for next-generation sequencing read alignment

机译:下一代测序阅读比对算法的比较分析

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摘要

Motivation: The advent of next-generation sequencing (NGS) techniques presents many novel opportunities for many applications in life sciences. The vast number of short reads produced by these techniques, however, pose significant computational challenges. The first step in many types of genomic analysis is the mapping of short reads to a reference genome, and several groups have developed dedicated algorithms and software packages to perform this function. As the developers of these packages optimize their algorithms with respect to various considerations, the relative merits of different software packages remain unclear. However, for scientists who generate and use NGS data for their specific research projects, an important consideration is choosing the software that is most suitable for their application.
机译:动机:下一代测序(NGS)技术的出现为生命科学的许多应用提供了许多新颖的机会。然而,这些技术产生的大量短读带来了显着的计算挑战。在许多类型的基因组分析中,第一步是将短读段映射到参考基因组,几个小组已经开发出专用算法和软件包来执行此功能。当这些软件包的开发者针对各种考虑优化其算法时,不同软件包的相对优点仍然不清楚。但是,对于为特定研究项目生成和使用NGS数据的科学家而言,重要的考虑因素是选择最适合其应用的软件。

著录项

  • 来源
    《Bioinformatics 》 |2011年第20期| p.2790-2796| 共7页
  • 作者

    Mehmet Koyutürk;

  • 作者单位
  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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