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CVTree在454高通量测序分析菌群结构中的应用 被引量:10
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作者 华蔚颖 徐昭 +3 位作者 张梦晖 李旻 张晨虹 赵立平 《中国微生态学杂志》 CAS CSCD 2010年第4期312-316,共5页
目的探究将基于短串频度的CVTree方法用于反映菌群结构的16S rRNA基因的454高通量测序数据分析的可行性,为快速分析高通量菌群结构数据提供新的方法。方法对一个四世同堂的中国家庭7名成员肠道菌群和不同基因型及饮食类型的小鼠肠道菌群... 目的探究将基于短串频度的CVTree方法用于反映菌群结构的16S rRNA基因的454高通量测序数据分析的可行性,为快速分析高通量菌群结构数据提供新的方法。方法对一个四世同堂的中国家庭7名成员肠道菌群和不同基因型及饮食类型的小鼠肠道菌群用454高通量方法获得16S rRNA基因的V3区的测序数据,用CVTree的方法进行菌群结构的比较分析。结果通过选取合适的短串长度,CVTree的方法能准确检测到各样本间的聚类关系,其结果与之前文献报道的基于Unifrac算法的结果相一致。结论CVTree能快速、有效地处理16S rRNA基因的454高通量测序数据,实现对不同菌群结构相似性的比较分析。 展开更多
关键词 cvtree 454高通量测序 菌群结构
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基于全基因组的微生物亲缘关系与分类系统研究工具——CVTree
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作者 左光宏 郝柏林 《生物技术通报》 CAS CSCD 北大核心 2015年第11期60-67,共8页
组分矢量构树(CVTree)方法是基于全基因组的、不用序列联配的物种亲缘关系研究方法。CVTree3是我们最新开发的CVTree网络服务器,它基于并行化的核心程序,以适应当前基因组数据的海量增加;它自动对比物种亲缘关系与分类系统,并在网页上... 组分矢量构树(CVTree)方法是基于全基因组的、不用序列联配的物种亲缘关系研究方法。CVTree3是我们最新开发的CVTree网络服务器,它基于并行化的核心程序,以适应当前基因组数据的海量增加;它自动对比物种亲缘关系与分类系统,并在网页上以交互作用形式显示,从而使研究更加直观。使用CVTree3网络服务器,用户可以快速的对未知的全基因组序列进行亲缘关系分析,并对其分类地位进行初步鉴定。由于合理利用全基因组信息,CVTree方法能对种以下的亲缘关系与分类具有高分辨力。随着CVTree方法的深入与完善,希望其能成为阐明原核生物亲缘关系与分类系统的定义性的工具。 展开更多
关键词 cvtree 原核生物 全基因组 亲缘关系树 分类系统
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基于cvtree方法和复杂网络理论的癌症进化树分析 被引量:4
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作者 沈路明 韦芳萍 《基因组学与应用生物学》 CAS CSCD 北大核心 2014年第2期405-412,共8页
进化树是一种能够形象直观地反映出生物进化关系的树型结构图。本文从脑癌、宫颈癌、食道癌、胃癌、胶质瘤、肝细胞癌、肝癌、脑膜瘤、口腔癌、骨肉瘤、胰腺癌、肾癌、眼癌、鳞状细胞癌、甲状腺癌等15种癌症的核酸序列出发,将cvtree方... 进化树是一种能够形象直观地反映出生物进化关系的树型结构图。本文从脑癌、宫颈癌、食道癌、胃癌、胶质瘤、肝细胞癌、肝癌、脑膜瘤、口腔癌、骨肉瘤、胰腺癌、肾癌、眼癌、鳞状细胞癌、甲状腺癌等15种癌症的核酸序列出发,将cvtree方法与复杂网络理论相结合,构建了亲缘关系进化网络,并根据所得网络参数构建进化树。通过分析进化树图形,给出了相关癌症的进化关系,为今后对癌症的进一步研究提供了新的视角。研究结果表明,某些种类的癌症跟其它种类的进化关系较近,而某些种类的癌症则跟其它的进化关系较远;同时,在cvtree方法中取不同的串长值和不同的亲缘距离下,得到的进化树,所反映的进化趋势呈现出一定的规律。 展开更多
关键词 进化树 cvtree方法 复杂网络 癌症
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CVTree3 Web Server for Whole-genome-based and Alignment-free Prokaryotic Phylogeny and Taxonomy 被引量:4
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作者 Guanghong Zuo Bailin Hao 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2015年第5期321-331,共11页
A faithful phylogeny and an objective taxonomy for prokaryotes should agree with each other and ultimately follow the genome data. With the number of sequenced genomes reaching tens of thousands, both tree inference a... A faithful phylogeny and an objective taxonomy for prokaryotes should agree with each other and ultimately follow the genome data. With the number of sequenced genomes reaching tens of thousands, both tree inference and detailed comparison with taxonomy are great challenges. We now provide one solution in the latest Release 3.0 of the alignment-free and whole-genome-based web server CVTree3. The server resides in a cluster of 64 cores and is equipped with an interactive, collapsible, and expandable tree display. It is capable of comparing the tree branching order with prokaryotic classification at all taxonomic ranks from domains down to species and strains. CVTree3 allows for inquiry by taxon names and trial on lineage modifications. In addition, it reports a summary of monophyletic and non-monophyletic taxa at all ranks as well as produces print-quality subtree figures. After giving an overview of retrospective verification of the CVTree approach, the power of the new server is described for the mega-classification of prokaryotes and determination of taxonomic placement of some newly-sequenced genomes. A few discrepancies between CVTree and 16S rRNA analyses are also summarized with regard to possible taxonomic revisions. CVTree3 is freely accessible to all users at http://tlife.fudan.edu.cn/cvtree3/without login requirements. 展开更多
关键词 Composition vector cvtree Whole-genome-based tree Alignment-free phylogeny Archaea and Bacteriataxonomy
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Polyphyly in 16S rRNA-based LVTree Versus Monophyly in Whole-genome-based CVTree 被引量:2
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作者 Guanghong Zuo Ji Qi Bailin Hao 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2018年第5期310-319,共10页
We report an important but long-overlooked manifestation of low-resolution power of 16S rRNA sequence analysis at the species level, namely, in 16S rRNA-based phylogenetic trees polyphyletic placements of closely-rela... We report an important but long-overlooked manifestation of low-resolution power of 16S rRNA sequence analysis at the species level, namely, in 16S rRNA-based phylogenetic trees polyphyletic placements of closely-related species are abundant compared to those in genomebased phylogeny. This phenomenon makes the demarcation of genera within many families ambiguous in the 16S rRNA-based taxonomy. In this study, we reconstructed phylogenetic relationship for more than ten thousand prokaryote genomes using the CVTree method, which is based on wholegenome information. And many such genera, which are polyphyletic in 16S rRNA-based trees, are well resolved as monophyletic clusters by CVTree. We believe that with genome sequencing of prokaryotes becoming a commonplace, genome-based phylogeny is doomed to play a definitive role in the construction of a natural and objective taxonomy. 展开更多
关键词 Archaea and bacteria taxonomy Phylogeny cvtree Whole-genome sequence 16S rRNA sequence
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CVTree: A Parallel Alignment-free Phylogeny and Taxonomy Tool Based on Composition Vectors of Genomes
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作者 Guanghong Zuo 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2021年第4期662-667,共6页
Composition Vector Tree(CVTree) is an alignment-free algorithm to infer phylogenetic relationships from genome sequences. It has been successfully applied to study phylogeny and taxonomy of viruses, prokaryotes, and f... Composition Vector Tree(CVTree) is an alignment-free algorithm to infer phylogenetic relationships from genome sequences. It has been successfully applied to study phylogeny and taxonomy of viruses, prokaryotes, and fungi based on the whole genomes, as well as chloroplast genomes, mitochondrial genomes, and metagenomes. Here we presented the standalone software for the CVTree algorithm. In the software, an extensible parallel workflow for the CVTree algorithm was designed. Based on the workflow, new alignment-free methods were also implemented. And by examining the phylogeny and taxonomy of 13,903 prokaryotes based on 16 S r RNA sequences, we showed that CVTree software is an efficient and effective tool for studying phylogeny and taxonomy based on genome sequences. The code of CVTree software can be available at https://github.com/ghzuo/cvtree. 展开更多
关键词 cvtree Composition vector Alignment-free Dissimilarity matrix PHYLOGENY Taxonomy
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原癌基因网络的最小生成树分析
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作者 韦芳萍 蓝贞雄 《生物物理学》 2016年第4期49-55,共7页
人类原癌基因是与人类癌症关系非常密切的基因,当它的结构发生改变或过度表达时,就有可能使正常细胞发生癌变而导致癌症。本文通过构建复杂网络,然后根据Prim算法,做出最小生成树网络的方法,并分析网络的平均度、平均聚类系数和平均最... 人类原癌基因是与人类癌症关系非常密切的基因,当它的结构发生改变或过度表达时,就有可能使正常细胞发生癌变而导致癌症。本文通过构建复杂网络,然后根据Prim算法,做出最小生成树网络的方法,并分析网络的平均度、平均聚类系数和平均最短路径这三个主要参数来研究原癌基因序列之间的进化和亲缘关系。 展开更多
关键词 原癌基因 cvtree方法 复杂网络 最小生成树
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Prokaryotic branch of the Tree of Life: A composition vector approach 被引量:3
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作者 Bai-Lin HAO Lei GAO 《植物分类学报》 CSCD 北大核心 2008年第3期258-262,共5页
The Composition Vector Tree (CVTree) is a parameter-free and alignment-free method to infer pro-karyotic phylogeny from their complete genomes. It is distinct from the traditional 16S rRNA analysis in both the input d... The Composition Vector Tree (CVTree) is a parameter-free and alignment-free method to infer pro-karyotic phylogeny from their complete genomes. It is distinct from the traditional 16S rRNA analysis in both the input data and the methodology. The prokaryotic phylogenetic trees constructed by using the CVTree method agree well with the Bergey’s taxonomy in all major groupings and fine branching patterns. Thus, combined use of the CVTree approach and the 16S rRNA analysis may provide an objective and reliable reconstruction of the prokaryotic branch of the Tree of Life. 展开更多
关键词 原核 生命 物种 向量合成法 分析方法
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原核生物系统发生学与分类学的一致性:组份矢量树与原核生物分类系统的详尽比较 被引量:3
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作者 高雷 戚继 +1 位作者 孙健冬 郝柏林 《中国科学(C辑)》 CSCD 北大核心 2007年第4期389-401,共13页
截至2006年12月31日,NCBI共有432个原核生物的全基因组可供下载.基于这些数据,我们用组份矢量方法构建了原核生物的进化树.最新的《伯杰系统细菌学手册》的在线大纲体现了细菌学家的分类系统.我们对两者从各个分类单元、各个分支进行了... 截至2006年12月31日,NCBI共有432个原核生物的全基因组可供下载.基于这些数据,我们用组份矢量方法构建了原核生物的进化树.最新的《伯杰系统细菌学手册》的在线大纲体现了细菌学家的分类系统.我们对两者从各个分类单元、各个分支进行了详尽的比较.组份矢量方法所得到的亲缘树和伯杰分类系统在整体结构和绝大多数的细微分支上都相当一致.同时,两者的多数不同之处也已经在一定程度上为生物学家所知,从而为原核生物分类系统的修正提供了一定的启示.本文重点阐述两者之间分岐之处的生物学含义,而不再对居主导地位的相同之处做详细叙述. 展开更多
关键词 组分矢量方法 伯杰分类 原核生物亲缘树 原核生物分类 系统发生 cvtree 16S RRNA
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基因组时代的计算微生物学 被引量:2
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作者 左光宏 郝柏林 《中国科学:生命科学》 CSCD 北大核心 2017年第2期159-170,共12页
微生物基因组和RNA序列构成生物学数据的重要部分.从基因组出发而且不用序列联配的CVTree和基于16S rRNA序列联配的LVTree,是两套原始数据和计算过程相互独立的构建原核生物亲缘树和分类系统的途径.这两套途径的自动化,使亲缘关系和分... 微生物基因组和RNA序列构成生物学数据的重要部分.从基因组出发而且不用序列联配的CVTree和基于16S rRNA序列联配的LVTree,是两套原始数据和计算过程相互独立的构建原核生物亲缘树和分类系统的途径.这两套途径的自动化,使亲缘关系和分类系统成为大数据分析的副产品,可以帮助后继乏人的分类学摆脱困境.特别是基于基因组的CVTree,既提供了大范围研究的工具,又在种以下具有16SrRNA序列分析所不能企及的高分辨力,可以提出和解决一批新问题,开辟若干新方向.本文是相关研究工作的扼要综述. 展开更多
关键词 原核生物 亲缘树 分类系统 不用序列联配的基因组比较 cvtree LVTree
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Jackknife and Bootstrap Tests of the Composition Vector Trees 被引量:7
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作者 Guanghong Zuo1,2, Zhao Xu1,3, Hongjie Yu1,4, and Bailin Hao1,5,6 1T-Life Research Center & Department of Physics, Fudan University, Shanghai 200433, China 2Shanghai Institute of Applied Physics, Chinese Acadamy of Sciences, Shanghai 201800, China +3 位作者 3Applied Biosystems, Inc., Beijing 100027, China 4Fudan-VARI Center for Genetic Epidemiology, Fudan University, Shanghai 200433, China 5Institute of Theoretical Physics, Chinese Acadamy of Sciences, Beijing 100190, China 6Santa Fe Institute, Santa Fe, NM 87505, USA. 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2010年第4期262-267,共6页
Composition vector trees (CVTrees) are inferred from whole-genome data by an alignment-free and parameter-free method. The agreement of these trees with the corresponding taxonomy provides an objective justification... Composition vector trees (CVTrees) are inferred from whole-genome data by an alignment-free and parameter-free method. The agreement of these trees with the corresponding taxonomy provides an objective justification of the inferred phylogeny. In this work, we show the stability and self-consistency of CVTrees by performing bootstrap and jackknife re-sampling tests adapted to this alignment-free approach. Our ultimate goal is to advocate the viewpoint that time-consuming statistical re-sampling tests can be avoided at all in using this alignment-free approach. Agreement with taxonomy should be taken as a major criterion to estimate prokaryotic phylogenetic trees. 展开更多
关键词 composition vector PHYLOGENY topological distance BOOTSTRAP JACKKNIFE cvtree
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Shigella Strains Are Not Clones of Escherichia coli but Sister Species in the Genus Escherichia 被引量:6
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作者 Guanghong Zuo Zhao Xu Bailin Hao 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2013年第1期61-65,共5页
Shigella species and Escherichia coli are closely related organisms. Early phenotyping experiments and several recent molecular studies put Shigella within the species E. coli. However, the whole-genome-based, alignme... Shigella species and Escherichia coli are closely related organisms. Early phenotyping experiments and several recent molecular studies put Shigella within the species E. coli. However, the whole-genome-based, alignment-free and parameter-free CVTree approach shows convincingly that four established Shigella species, Shigella boydii, Shigella sonnei, Shigella felxneri and Shigella dysenteriae, are distinct from E. coli strains, and form sister species to E. coli within the genus Esch- erichia. In view of the overall success and high resolution power of the CVTree approach, this result should be taken seriously. We hope that the present report may promote further in-depth study of the Shigella-E. coli relationship. 展开更多
关键词 SHIGELLA Escherichia coli Prokaryote phylogeny andtaxonomy Composition vector cvtree
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Prokaryote phylogeny meets taxonomy: An exhaustive comparison of composition vector trees with systematic bacteriology 被引量:4
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作者 GAO Lei QI Ji +1 位作者 SUN JianDong HAO BaiLin 《Science China(Life Sciences)》 SCIE CAS 2007年第5期587-599,共13页
We perform an exhaustive, taxon by taxon, comparison of the branchings in the composition vector trees (CVTrees) inferred from 432 prokaryotic genomes available on 31 December 2006, with the bacte-riologists' taxo... We perform an exhaustive, taxon by taxon, comparison of the branchings in the composition vector trees (CVTrees) inferred from 432 prokaryotic genomes available on 31 December 2006, with the bacte-riologists' taxonomy-primarily the latest online Outline of the Bergey's Manual of Systematic Bacteri-ology. The CVTree phylogeny agrees very well with the Bergey's taxonomy in majority of fine branchings and overall structures. At the same time most of the differences between the trees and the Manual have been known to biologists to some extent and may hint at taxonomic revisions. Instead of demonstrating the overwhelming agreement this paper puts emphasis on the biological implications of the differences. 展开更多
关键词 composition vector method cvtree Bergey’s taxonomy prokaryote phylogeny prokaryote taxonomy 16S rRNA
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Resolution of deep divergence of club fungi (phylum Basidiomycota) 被引量:1
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作者 Hongliang Mao Hao Wang 《Synthetic and Systems Biotechnology》 SCIE 2019年第4期225-231,共7页
A long-standing question about the early evolution of club fungi(phylum Basidiomycota)is the relationship between the three major groups,Pucciniomycotina,Ustilaginomycotina and Agaricomycotina.It is unresolved whether... A long-standing question about the early evolution of club fungi(phylum Basidiomycota)is the relationship between the three major groups,Pucciniomycotina,Ustilaginomycotina and Agaricomycotina.It is unresolved whether Agaricomycotina are more closely related to Ustilaginomycotina or to Pucciniomycotina.Here we reconstructed the branching order of the three subphyla through two sources of phylogenetic signals,i.e.standard phylogenomic analysis and alignment-free phylogenetic approach.Overall,beyond congruency within the frame of standard phylogenomic analysis,our results consistently and robustly supported the early divergence of Ustilaginomycotina and a closer relationship between Agaricomycotina and Pucciniomycotina. 展开更多
关键词 FUNGI BASIDIOMYCOTA PHYLOGENETICS PHYLOGENOMICS cvtree
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Whole-genome based Archaea phylogeny and taxonomy: A composition vector approach 被引量:5
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作者 SUN JianDong XU Zhao HAO BaiLin 《Chinese Science Bulletin》 SCIE EI CAS 2010年第22期2323-2328,共6页
The newly proposed alignment-free and parameter-free composition vector (CVtree) method has been successfully applied to infer phylogenetic relationship of viruses, chloroplasts, bacteria, and fungi from their whole-g... The newly proposed alignment-free and parameter-free composition vector (CVtree) method has been successfully applied to infer phylogenetic relationship of viruses, chloroplasts, bacteria, and fungi from their whole-genome data. In this study we pay special attention to the phylogenetic positions of 56 Archaea genomes among which 7 species have not been listed either in Bergey’s Manual of Systematic Bacteriology or in Taxonomic Outline of Bacteria and Archaea (TOBA). By inspecting the stable monophyletic branchings in CVTrees reconstructed from a total of 861 genomes (56 Archaea plus 797 Bacteria, using 8 Eukarya as outgroups) definite taxonomic assignments were proposed for these not-fully-classified species. Further development of Archaea taxonomy may verify the predicted phylogenetic results of the CVTree approach. 展开更多
关键词 细菌分类学 全基因组 系统发育 矢量方法 组分 古细菌 亲缘关系 真核生物
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