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基于卷积码模型的DNA序列相似性/差异性分析

Analysis of similarity/dissimilarity of DNA sequences based on convolutional code model.

作者信息

Liu Xiao, Tian Feng Chun, Wang Shi Yuan

机构信息

College of Communication Engineering, Chongqing University, Chongqing, China.

出版信息

Nucleosides Nucleotides Nucleic Acids. 2010 Feb;29(2):123-31. doi: 10.1080/15257771003597766.

Abstract

Based on the convolutional code model of error-correction coding theory, we propose an approach to characterize and compare DNA sequences with consideration of the effect of codon context. We construct an 8-component vector whose components are the normalized leading eigenvalues of the L/L and M/M matrices associated with the original DNA sequences and the transformed sequences. The utility of our approach is illustrated by the examination of the similarities/dissimilarities among the coding sequences of the first exon of beta-globin gene of 11 species, and the efficiency of error-correction coding theory in analysis of similarity/dissimilarity of DNA sequences is represented.

摘要

基于纠错编码理论的卷积码模型,我们提出了一种考虑密码子上下文效应来表征和比较DNA序列的方法。我们构建了一个8维向量,其分量是与原始DNA序列和变换序列相关的L/L和M/M矩阵的归一化主导特征值。通过考察11个物种β-珠蛋白基因第一个外显子编码序列之间的相似性/差异性,说明了我们方法的实用性,并体现了纠错编码理论在分析DNA序列相似性/差异性方面的有效性。

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