首页> 外文会议>European Signal Processing Conference >A comparative study of cross-correlation methods for alignment of DNA sequences containing repetitive patterns
【24h】

A comparative study of cross-correlation methods for alignment of DNA sequences containing repetitive patterns

机译:互相关法对重复序列DNA序列进行比对的比较研究

获取原文

摘要

In this work we consider the problem of global DNA sequence alignment. One of the best known and most efficient computational techniques used for this task is the cross-correlation method. We compare efficacy of evaluating periodic DNA sequence misalignment using the standard magnitude-and-phase cross- correlation technique with the lesser known phase-only cross-correlation method. We prove that for a periodic DNA sequence whose length is a prime number the standard approach leads to significant sidelobes in the cross-correlation, the magnitude of which increases with the length of the sequence, while the phase-only approach allows attaining a perfect cross-correlation with zero sidelobes. Numerical experiments on synthesized data are included and robustness of the phase-only method to random DNA insertions and imperfect DNA fragment matches is discussed.
机译:在这项工作中,我们考虑了全局DNA序列比对的问题。用于此任务的最著名和最有效的计算技术之一是互相关方法。我们比较了使用标准幅度和相位互相关技术与鲜为人知的仅相位互相关方法评估周期性DNA序列错位的功效。我们证明,对于长度为质数的周期性DNA序列,标准方法会导致互相关中的显着旁瓣,其旁瓣的大小会随着序列长度的增加而增加,而仅阶段方法则可实现完美的交叉与零旁瓣相关。包括对合成数据的数值实验,并讨论了仅相位方法对随机DNA插入和不完全DNA片段匹配的鲁棒性。

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