Liu Xiao, Tian Feng Chun, Wang Shi Yuan
College of Communication Engineering, Chongqing University, Chongqing, China.
Nucleosides Nucleotides Nucleic Acids. 2010 Feb;29(2):123-31. doi: 10.1080/15257771003597766.
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.
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。