DNAlignTT: Pairwise DNA alignment with sequence specific transition-transversion ratio

Ankit Agrawal, Xiaoqiu Huang
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引用次数: 9

Abstract

Pairwise DNA and protein sequence alignment is an important task in bioinformatics which forms the basis of many other tasks like multiple sequence alignment, protein structure and function prediction, phylogenetic analysis. In general, more emphasis is given to protein sequence alignment, and the alignment methods designed for protein sequences can usually be used with little modification for DNA sequences as well. However, it is desirable to design methods specifically for DNA alignments, making use of specific DNA sequence models and if possible, also of the specific sequences being aligned. In this paper, we present an iterative method for DNA sequence alignment with sequence specific transition-transversion ratio. Preliminary experiments indicate that the proposed technique has significant potential. The approach better suits to the nature of the specific DNA sequence pair, and could be a significant step in the direction of using sequence specific substitution matrices for DNA sequences.
DNAlignTT:具有序列特异性过渡-翻转比的成对DNA比对
DNA和蛋白质成对序列比对是生物信息学中的一项重要任务,它是多序列比对、蛋白质结构和功能预测、系统发育分析等许多其他任务的基础。一般来说,人们更重视蛋白质序列的比对,为蛋白质序列设计的比对方法通常也可以很少修改就用于DNA序列。然而,需要设计专门用于DNA比对的方法,利用特定的DNA序列模型,如果可能的话,也要利用被比对的特定序列。在本文中,我们提出了一种具有序列特异性过渡-翻转比的DNA序列比对迭代方法。初步实验表明,该技术具有较大的应用潜力。该方法更适合特定DNA序列对的性质,可能是在使用序列特异性替代矩阵的方向上迈出的重要一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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