Whole genome single-nucleotide variation profile-based phylogenetic tree building methods for analysis of viral, bacterial and human genomes

被引:17
|
作者
Faison, William J. [1 ]
Rostovtsev, Alexandre [2 ]
Castro-Nallar, Eduardo [3 ]
Crandall, Keith A. [3 ]
Chumakov, Konstantin [2 ]
Simonyan, Vahan [2 ]
Mazumder, Raja [1 ,4 ]
机构
[1] George Washington Univ, Med Ctr, Dept Biochem & Mol Med, Washington, DC 20037 USA
[2] US FDA, Ctr Biol Evaluat & Res, Rockville, MD 20852 USA
[3] George Washington Univ, Computat Biol Inst, Ashburn, VA 20147 USA
[4] George Washington Univ, McCormick Genom & Prote Ctr, Washington, DC 20037 USA
关键词
Phylogenetic; Next-generation sequencing; SNP; SNV; Cancer genomics; Vaccine quality control; WEB-SERVER; POLIO; SNP; ALGORITHM;
D O I
10.1016/j.ygeno.2014.06.001
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Next-generation sequencing data can be mapped to a reference genome to identify single-nucleotide polymorphisms/variations (SNPs/SNVs; called SNPs hereafter). In theory, SNPs can be compared across several samples and the differences can be used to create phylogenetic trees depicting relatedness among the samples. However, in practice this is difficult because currently there is no stand-alone tool that takes SNP data directly as input and produces phylogenetic trees. In response to this need, PhyloSNP application was created with two analysis methods 1) a quantitative method that creates the presence/absence matrix which can be directly used to generate phylogenetic trees or creates a tree from a shrunk genome alignment (includes additional bases surrounding the SNP position) and 2) a qualitative method that clusters samples based on the frequency of different bases found at a particular position. The algorithms were used to generate trees from Poliovirus, Burkholderia and human cancer genomics NGS datasets. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:1 / 7
页数:7
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