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PhyloTempo: A set of R scripts for assessing and visualizing temporal clustering in genealogies inferred from serially sampled viral sequences

机译:PhyloTempo:一组R脚本,用于评估和可视化从连续采样的病毒序列推断出的族谱中的时间聚类

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摘要

Serially-sampled nucleotide sequences can be used to infer demographic history of evolving viral populations. The shape of a phylogenetic tree often reflects the interplay between evolutionary and ecological processes. Several approaches exist to analyze the topology and traits of a phylogenetic tree, by means of tree balance, branching patterns and comparative properties. The temporal clustering (TC) statistic is a new topological measure, based on ancestral character reconstruction, which characterizes the temporal structure of a phylogeny. Here, PhyloTempo is the first implementation of the TC in the R language, integrating several other topological measures in a user-friendly graphical framework. The comparison of the TC statistic with other measures provides multifaceted insights on the dynamic processes shaping the evolution of pathogenic viruses. The features and applicability of PhyloTempo were tested on serially-sampled intra-host human and simian immunodeficiency virus population data sets. PhyloTempo is distributed under the GNU general public license at https://sourceforge.net/projects/phylotempo/. © the author(s), publisher and licensee Libertas Academica Ltd.
机译:连续采样的核苷酸序列可用于推断正在发展的病毒种群的人口统计学历史。系统发育树的形状通常反映了进化和生态过程之间的相互作用。存在几种通过树平衡,分支模式和比较特性来分析系统发育树的拓扑和特征的方法。时间聚类(TC)统计是一种基于祖先字符重建的新拓扑度量,它表征了系统发育的时间结构。在这里,PhyloTempo是R语言中TC的第一个实现,它将其他几种拓扑措施集成在用户友好的图形框架中。 TC统计数据与其他衡量指标的比较提供了关于影响病原病毒进化的动态过程的多方面见解。在连续采样的宿主内人和猿猴免疫缺陷病毒种群数据集上测试了PhyloTempo的功能和适用性。 PhyloTempo是根据GNU通用公共许可证在https://sourceforge.net/projects/phylotempo/上分发的。 ©作者,出版者和被许可人Libertas Academica Ltd.。

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