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从仙人掌到肉食植物:改进的系统发生转录组采样和层次同源推断为石竹目植物的进化提供了更深入的了解。

From cacti to carnivores: Improved phylotranscriptomic sampling and hierarchical homology inference provide further insight into the evolution of Caryophyllales.

机构信息

Department of Ecology & Evolutionary Biology, University of Michigan, 830 North University Avenue, Ann Arbor, MI, 48109-1048, USA.

Department of Plant and Microbial Biology, University of Minnesota-Twin Cities, 1445 Gortner Avenue, St. Paul, MN, 55108, USA.

出版信息

Am J Bot. 2018 Mar;105(3):446-462. doi: 10.1002/ajb2.1069. Epub 2018 May 8.

Abstract

PREMISE OF THE STUDY

The Caryophyllales contain ~12,500 species and are known for their cosmopolitan distribution, convergence of trait evolution, and extreme adaptations. Some relationships within the Caryophyllales, like those of many large plant clades, remain unclear, and phylogenetic studies often recover alternative hypotheses. We explore the utility of broad and dense transcriptome sampling across the order for resolving evolutionary relationships in Caryophyllales.

METHODS

We generated 84 transcriptomes and combined these with 224 publicly available transcriptomes to perform a phylogenomic analysis of Caryophyllales. To overcome the computational challenge of ortholog detection in such a large data set, we developed an approach for clustering gene families that allowed us to analyze >300 transcriptomes and genomes. We then inferred the species relationships using multiple methods and performed gene-tree conflict analyses.

KEY RESULTS

Our phylogenetic analyses resolved many clades with strong support, but also showed significant gene-tree discordance. This discordance is not only a common feature of phylogenomic studies, but also represents an opportunity to understand processes that have structured phylogenies. We also found taxon sampling influences species-tree inference, highlighting the importance of more focused studies with additional taxon sampling.

CONCLUSIONS

Transcriptomes are useful both for species-tree inference and for uncovering evolutionary complexity within lineages. Through analyses of gene-tree conflict and multiple methods of species-tree inference, we demonstrate that phylogenomic data can provide unparalleled insight into the evolutionary history of Caryophyllales. We also discuss a method for overcoming computational challenges associated with homolog clustering in large data sets.

摘要

研究前提

石竹目包含约 12500 个物种,以其世界性分布、性状进化趋同和极端适应为特征。石竹目中的一些关系,如许多大型植物类群的关系,仍然不清楚,系统发育研究经常会产生替代假说。我们探索了在整个石竹目中广泛而密集的转录组采样在解决石竹目进化关系方面的效用。

方法

我们生成了 84 个转录组,并将这些转录组与 224 个公开可用的转录组相结合,对石竹目进行了系统基因组分析。为了克服在如此大的数据集检测同源基因的计算挑战,我们开发了一种聚类基因家族的方法,使我们能够分析超过 300 个转录组和基因组。然后,我们使用多种方法推断物种关系,并进行基因树冲突分析。

主要结果

我们的系统发育分析以很强的支持度解决了许多分支,但也显示出显著的基因树分歧。这种分歧不仅是系统基因组学研究的一个共同特征,也是理解构建系统发育的过程的一个机会。我们还发现分类群采样影响物种树推断,突出了具有更多分类群采样的更集中研究的重要性。

结论

转录组对于物种树推断和揭示谱系内的进化复杂性都是有用的。通过基因树冲突分析和多种物种树推断方法的分析,我们证明了基因组数据可以为石竹目进化史提供无与伦比的见解。我们还讨论了一种克服在大型数据集进行同源聚类相关计算挑战的方法。

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