A Compatibility Approach to Identify Recombination Breakpoints in Bacterial and Viral Genomes

Yi-Pin Lai, T. Ioerger
{"title":"A Compatibility Approach to Identify Recombination Breakpoints in Bacterial and Viral Genomes","authors":"Yi-Pin Lai, T. Ioerger","doi":"10.1145/3107411.3107432","DOIUrl":null,"url":null,"abstract":"Recombination is an evolutionary force that results in mosaic genomes for microorganisms. The evolutionary history of microorganisms cannot be properly inferred if recombination has occurred among a set of taxa. That is, polymorphic sites of a multiple sequence alignment cannot be described by a single phylogenetic tree. Thus, detecting the presence of recombination is crucial before phylogeny inference. The phylogenetic-based methods are commonly utilized to explore recombination, however, the compatibility-based methods are more computationally efficient since the phylogeny construction is not required. We propose a novel approach focusing on the pairwise compatibility of polymorphic sites of given regions to characterize potential breakpoints in recombinant bacterial and viral genomes. The performance of average compatibility ratio (ACR) approach is evaluated on simulated alignments of different scenarios comparing with two programs, GARD and RDP4. Three empirical datasets of varying genome sizes with varying levels of homoplasy are also utilized for testing. The results demonstrate that our approach is able to detect the presence of recombination and identify the recombinant breakpoints efficiently, which provides a better understanding of distinct phylogenies among mosaic sequences.","PeriodicalId":246388,"journal":{"name":"Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics","volume":"18 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3107411.3107432","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Recombination is an evolutionary force that results in mosaic genomes for microorganisms. The evolutionary history of microorganisms cannot be properly inferred if recombination has occurred among a set of taxa. That is, polymorphic sites of a multiple sequence alignment cannot be described by a single phylogenetic tree. Thus, detecting the presence of recombination is crucial before phylogeny inference. The phylogenetic-based methods are commonly utilized to explore recombination, however, the compatibility-based methods are more computationally efficient since the phylogeny construction is not required. We propose a novel approach focusing on the pairwise compatibility of polymorphic sites of given regions to characterize potential breakpoints in recombinant bacterial and viral genomes. The performance of average compatibility ratio (ACR) approach is evaluated on simulated alignments of different scenarios comparing with two programs, GARD and RDP4. Three empirical datasets of varying genome sizes with varying levels of homoplasy are also utilized for testing. The results demonstrate that our approach is able to detect the presence of recombination and identify the recombinant breakpoints efficiently, which provides a better understanding of distinct phylogenies among mosaic sequences.
鉴定细菌和病毒基因组重组断点的相容性方法
重组是一种进化力量,导致微生物的马赛克基因组。如果在一组分类群中发生了重组,就不能正确地推断微生物的进化史。也就是说,多序列比对的多态位点不能用单一的系统发育树来描述。因此,在系统发育推断之前,检测重组的存在是至关重要的。基于系统发育的方法通常用于研究重组,但基于兼容性的方法由于不需要系统发育构建而具有更高的计算效率。我们提出了一种新的方法,专注于给定区域多态位点的成对兼容性,以表征重组细菌和病毒基因组中的潜在断点。比较了GARD和RDP4两种方案在不同场景下的模拟对准效果,评价了平均兼容比(ACR)方法的性能。三个经验数据集不同的基因组大小与不同水平的同源性也被用于测试。结果表明,我们的方法能够有效地检测重组的存在并识别重组断点,从而更好地理解马赛克序列之间不同的系统发育。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信