On Measuring the Dissimilarity between Biological Sequences

Alina Carunta, Mihai Plesu
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Abstract

The antimicrobial resistance (AMR) of bacteria to antibiotics is tightly connected with their genetic structure changes. Many methods belonging to various disciplines are applied to analyze these genetic changes. The genes involved in AMR undergo different changes. These changes can be analyzed using distances between different variants (alleles) of a gene. This paper aims to study the dissimilarity between different variants of the sul2 gene using the Levenshtein distance between the corresponding DNA sequences, a distance based on binary representation and the distance induces by the global alignment scores computed using with the Needleman-Wunsch algorithm.
生物序列间差异性的测量
细菌对抗生素的耐药性与其遗传结构的变化密切相关。许多属于不同学科的方法被用于分析这些遗传变化。与抗菌素耐药性有关的基因经历了不同的变化。这些变化可以通过一个基因的不同变体(等位基因)之间的距离来分析。本文旨在利用相应DNA序列之间的Levenshtein距离、基于二值表示的距离和使用Needleman-Wunsch算法计算的全局比对分数所诱导的距离来研究sul2基因不同变体之间的不相似性。
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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