...
首页> 外文期刊>BMC Bioinformatics >Efficient alignment of pyrosequencing reads for re-sequencing applications
【24h】

Efficient alignment of pyrosequencing reads for re-sequencing applications

机译:高效对准焦点读取重新排序应用的读取

获取原文
   

获取外文期刊封面封底 >>

       

摘要

Background Over the past few years, new massively parallel DNA sequencing technologies have emerged. These platforms generate massive amounts of data per run, greatly reducing the cost of DNA sequencing. However, these techniques also raise important computational difficulties mostly due to the huge volume of data produced, but also because of some of their specific characteristics such as read length and sequencing errors. Among the most critical problems is that of efficiently and accurately mapping reads to a reference genome in the context of re-sequencing projects. Results We present an efficient method for the local alignment of pyrosequencing reads produced by the GS FLX (454) system against a reference sequence. Our approach explores the characteristics of the data in these re-sequencing applications and uses state of the art indexing techniques combined with a flexible seed-based approach, leading to a fast and accurate algorithm which needs very little user parameterization. An evaluation performed using real and simulated data shows that our proposed method outperforms a number of mainstream tools on the quantity and quality of successful alignments, as well as on the execution time. Conclusions The proposed methodology was implemented in a software tool called TAPyR--Tool for the Alignment of Pyrosequencing Reads--which is publicly available from http://www.tapyr.net webcite .
机译:背景技术在过去几年中,出现了新的大规模平行DNA测序技术。这些平台产生每次运行量的大量数据,大大降低了DNA测序的成本。然而,这些技术也主要由于产生的数据量大量的数据量,而且由于它们的一些特定特征,例如读取长度和测序误差,但也提高了重要的计算困难。在最关键的问题中,在重新排序项目的背景下有效和准确地映射到参考基因组的问题。结果我们提出了一种有效的方法,用于将GS FLX(454)系统产生的焦点正读数局部对准局部对准参考序列。我们的方法探讨了这些重新排序应用中的数据的特征,并使用与柔性种子的方法相结合的技术索引技术的状态,从而实现了需要非常小的用户参数化的快速准确的算法。使用真实和模拟数据执行的评估显示我们所提出的方法优于成功对齐的数量和质量以及执行时间的数量和质量的大量主流工具。结论所提出的方法在一个名为Tapyr的软件工具中实施,用于对焦点进行读取的对齐 - 从http://www.tapyr.net webcite公开提供。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号