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基于k-mer组分信息的系统发生树构建方法
引用本文:刘红梅,刘国庆.基于k-mer组分信息的系统发生树构建方法[J].生物信息学,2013,11(2):100-104.
作者姓名:刘红梅  刘国庆
作者单位:1. 乌海市人民医院呼吸科,内蒙古乌海,016000
2. 内蒙古科技大学数理与生物工程学院,内蒙古包头014010;内蒙古科技大学生物工程与技术研究所,内蒙古包头014010
基金项目:国家自然科学基金(项目编号:61102162)内蒙古自治区高等学校科学研究项目(项目编号:NJ10098)内蒙古科技大学创新基金(项目编号:2009NC005)
摘    要:随着越来越多基因组的测序完成,基于全基因组的非比对的系统发生分析已成为研究热点。不同的生物物种或个体基因组之间的核酸组分不完全相同。遗传语言-DNA序列的信息很大程度上反映在其k—mer频数中。基于基因组序列k-mer频数的系统发生树则从新的角度为我们提供物种之间的亲缘关系。本文定义基于k-mer,频数的信息参数,并用它表征基因组序列,计算不同基因组之间信息参数的距离,用邻接法对84个病毒构建了系统发生树,发现构建的系统发生树很大程度上与已有的系统发生树相吻合。

关 键 词:系统发生树  k-mer频数  距离矩阵
收稿时间:9/1/2011 12:00:00 AM
修稿时间:2012/10/3 0:00:00

A method for constructing phylogenetic tree based on k-mer information
LIU Hong-mei and LIU Guo-qing.A method for constructing phylogenetic tree based on k-mer information[J].China Journal of Bioinformation,2013,11(2):100-104.
Authors:LIU Hong-mei and LIU Guo-qing
Institution:. ( 1. Department of respiration, People' s Hospital, Wuhai 016000, China ; 2. School of Mathematics, Physics and Biological Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China ; 3. The Institute of Bioengineering and Technology, Inner Mongolia University of Science and Technology, Baotou 014010, China)
Abstract:With the success in the sequencing of complete genomes, the phylogenetics analysis by alignment-free methods based on complete genomes has been a hot topic. The nucleotide composition is different across species or populations. The information in the genetic language-DNA can be reflected largely in its k-mer frequencies. The phylogenetic tree based on k-mer frequencies would provide us the evolutionary relation among organisms from a no- vel perspective. In this study, the genomes of 84 large viruses are characterized by an info~nation parameter, which is defined based on k-mer frequencies in the sequences; then the distances among the virus genomes are calculated and a phylogenetic tree is constructed for the viruses by using neighbor-joining method. The obtained phylogenetic tree is largely in agreement with the others' tree.
Keywords:Phylogenetic Tree  k-mer Frequency  Distance Matrix
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