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测量与核苷酸替换速率无关的插入和缺失的加速速率。

Measuring Accelerated Rates of Insertions and Deletions Independent of Rates of Nucleotide Substitution.

作者信息

Navarro Leija Omar, Varghese Sanju, Han Mira V

机构信息

School of Life Sciences, University of Nevada, Las Vegas, NV, 89154, USA.

Department of Computer Science, University of Nevada, Las Vegas, NV, 89154, USA.

出版信息

J Mol Evol. 2016 Oct;83(3-4):137-146. doi: 10.1007/s00239-016-9761-9. Epub 2016 Oct 21.

Abstract

Evolutionary constraint for insertions and deletions (indels) is not necessarily equal to constraint for nucleotide substitutions for any given region of a genome. Knowing the variation in indel-specific evolutionary rates across the sequence will aid our understanding of evolutionary constraints on indels, and help us infer how indels have contributed to the evolution of the sequence. However, unlike for nucleotide substitutions, there has been no phylogenetic method that can statistically infer significantly different rates of indels across the sequence space independent of substitution rates. Here, we have developed a software that will find sites with accelerated evolutionary rates specific to indels, by introducing a scaling parameter that only applies to the indel rates and not to the nucleotide substitution rates. Using the software, we show that we can find regions of accelerated rates of indels in the protein alignments of primate genomes. We also confirm that the sites that have high rates of indels are different from the sites that have high rates of nucleotide substitutions within the protein sequences. By identifying regions with accelerated rates of indels independent of nucleotide substitutions, we will be able to better understand the impact of indel mutations on protein sequence evolution.

摘要

对于基因组的任何给定区域,插入和缺失(indels)的进化约束不一定等同于核苷酸替换的约束。了解整个序列中indel特异性进化速率的变化将有助于我们理解对indels的进化约束,并帮助我们推断indels如何促进了序列的进化。然而,与核苷酸替换不同,目前还没有一种系统发育方法能够独立于替换率,在整个序列空间中统计推断出indels的显著不同速率。在这里,我们开发了一种软件,通过引入一个仅适用于indel速率而不适用于核苷酸替换速率的缩放参数,来找到具有indel特异性加速进化速率的位点。使用该软件,我们表明我们可以在灵长类基因组的蛋白质比对中找到indel加速速率的区域。我们还证实,indel速率高的位点与蛋白质序列中核苷酸替换速率高的位点不同。通过识别独立于核苷酸替换的indel加速速率区域,我们将能够更好地理解indel突变对蛋白质序列进化的影响。

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