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wgd v2:一套用于揭示和确定古代多倍体和全基因组复制事件的工具。

wgd v2: a suite of tools to uncover and date ancient polyploidy and whole-genome duplication.

机构信息

Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent 9052, Belgium.

VIB Center for Plant Systems Biology, VIB, Ghent 9052, Belgium.

出版信息

Bioinformatics. 2024 May 2;40(5). doi: 10.1093/bioinformatics/btae272.

Abstract

MOTIVATION

Major improvements in sequencing technologies and genome sequence assembly have led to a huge increase in the number of available genome sequences. In turn, these genome sequences form an invaluable source for evolutionary, ecological, and comparative studies. One kind of analysis that has become routine is the search for traces of ancient polyploidy, particularly for plant genomes, where whole-genome duplication (WGD) is rampant.

RESULTS

Here, we present a major update of a previously developed tool wgd, namely wgd v2, to look for remnants of ancient polyploidy, or WGD. We implemented novel and improved previously developed tools to (a) construct KS age distributions for the whole-paranome (collection of all duplicated genes in a genome), (b) unravel intragenomic and intergenomic collinearity resulting from WGDs, (c) fit mixture models to age distributions of gene duplicates, (d) correct substitution rate variation for phylogenetic placement of WGDs, and (e) date ancient WGDs via phylogenetic dating of WGD-retained gene duplicates. The applicability and feasibility of wgd v2 for the identification and the relative and absolute dating of ancient WGDs is demonstrated using different plant genomes.

AVAILABILITY AND IMPLEMENTATION

wgd v2 is open source and available at https://github.com/heche-psb/wgd.

摘要

动机

测序技术和基因组序列组装的重大改进使得可用基因组序列的数量大大增加。反过来,这些基因组序列为进化、生态和比较研究提供了宝贵的资源。一种已经成为常规的分析是寻找古代多倍体的痕迹,特别是对于植物基因组,其中全基因组复制(WGD)猖獗。

结果

在这里,我们对以前开发的工具 wgd 进行了重大更新,即 wgd v2,以寻找古代多倍体或 WGD 的痕迹。我们实现了新的和改进的以前开发的工具,以(a)构建整个基因组的 KS 年龄分布(基因组中所有重复基因的集合),(b)解开由 WGD 引起的基因组内和基因组间的共线性,(c)拟合混合模型到基因重复的年龄分布,(d)纠正替代率变化以进行 WGD 的系统发育定位,以及(e)通过对 WGD 保留的基因重复进行系统发育日期来确定古代 WGD 的日期。使用不同的植物基因组证明了 wgd v2 用于识别和相对和绝对日期古代 WGD 的适用性和可行性。

可用性和实现

wgd v2 是开源的,并可在 https://github.com/heche-psb/wgd 上获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0b5/11078771/ccd6a1ed89b3/btae272f1.jpg

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