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全景图:构建真核生物泛基因组的工具包。

Panoramic: A package for constructing eukaryotic pan-genomes.

机构信息

School of Plant Sciences and Food Security, Department of Life Sciences, Tel-Aviv University, Tel Aviv, Israel.

出版信息

Mol Ecol Resour. 2021 May;21(4):1393-1403. doi: 10.1111/1755-0998.13344. Epub 2021 Mar 12.

Abstract

The study of intraspecific genomic variation in eukaryotic species has been the focus of numerous genome resequencing projects in recent years. One emerging approach for the analysis of intraspecific diversity uses the concept of a pan-genome, which theoretically represents the full set of genomic sequences and coding genes from all individuals of a given species. This approach has many advantages over reference-based methods and has been successfully applied to study both prokaryotic and eukaryotic species. However, the process of pan-genome construction still presents considerable scientific and technical challenges, especially for eukaryotic species with large and complex genomes. Although general approaches for the construction of pan-genomes have been devised, currently available software tools implement only certain modules of the entire computational procedure. Therefore, each pan-genome project requires the development of tailored analysis pipelines, thus complicating and prolonging the process and impairing research reproducibility and comparison across studies. Here, we present Panoramic, a software package for the automatic construction of eukaryotic pan-genomes. Panoramic takes raw sequencing reads as input and applies two alternative approaches for pan-genome construction. Panoramic makes pan-genome construction a considerably easier task by providing simple user interface and efficient data processing algorithms. We demonstrate the use of Panoramic by constructing the pan-genome of the model plant species Arabidopsis thaliana from sequencing data of 20 diverse ecotypes.

摘要

近年来,对真核生物种内基因组变异的研究一直是众多基因组重测序项目的重点。一种新兴的种内多样性分析方法利用了泛基因组的概念,该概念理论上代表了给定物种所有个体的全部基因组序列和编码基因。与基于参考的方法相比,这种方法有许多优势,并已成功应用于研究原核生物和真核生物。然而,泛基因组构建的过程仍然存在相当大的科学和技术挑战,特别是对于基因组较大且复杂的真核生物。虽然已经设计了构建泛基因组的一般方法,但目前可用的软件工具仅实现了整个计算过程的某些模块。因此,每个泛基因组项目都需要开发定制的分析管道,从而使过程复杂化和延长,并损害研究的可重复性和不同研究之间的可比性。在这里,我们介绍了 Panoramic,这是一个用于自动构建真核生物泛基因组的软件包。Panoramic 以原始测序reads 为输入,并应用两种替代方法进行泛基因组构建。Panoramic 通过提供简单的用户界面和高效的数据处理算法,使泛基因组构建变得更加容易。我们通过使用 20 个不同生态型的测序数据构建模式植物拟南芥的泛基因组来演示 Panoramic 的使用。

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