Recovering individual haplotypes and a contiguous genome assembly from pooled long-read sequencing of the diamondback moth (Lepidoptera: Plutellidae).

IF 2.2
Samuel Whiteford, Arjen E Van't Hof, Ritesh Krishna, Thea Marubbi, Stephanie Widdison, Ilik J Saccheri, Marcus Guest, Neil I Morrison, Alistair C Darby
{"title":"Recovering individual haplotypes and a contiguous genome assembly from pooled long-read sequencing of the diamondback moth (Lepidoptera: Plutellidae).","authors":"Samuel Whiteford,&nbsp;Arjen E Van't Hof,&nbsp;Ritesh Krishna,&nbsp;Thea Marubbi,&nbsp;Stephanie Widdison,&nbsp;Ilik J Saccheri,&nbsp;Marcus Guest,&nbsp;Neil I Morrison,&nbsp;Alistair C Darby","doi":"10.1093/g3journal/jkac210","DOIUrl":null,"url":null,"abstract":"<p><p>The assembly of divergent haplotypes using noisy long-read data presents a challenge to the reconstruction of haploid genome assemblies, due to overlapping distributions of technical sequencing error, intralocus genetic variation, and interlocus similarity within these data. Here, we present a comparative analysis of assembly algorithms representing overlap-layout-consensus, repeat graph, and de Bruijn graph methods. We examine how postprocessing strategies attempting to reduce redundant heterozygosity interact with the choice of initial assembly algorithm and ultimately produce a series of chromosome-level assemblies for an agricultural pest, the diamondback moth, Plutella xylostella (L.). We compare evaluation methods and show that BUSCO analyses may overestimate haplotig removal processing in long-read draft genomes, in comparison to a k-mer method. We discuss the trade-offs inherent in assembly algorithm and curation choices and suggest that \"best practice\" is research question dependent. We demonstrate a link between allelic divergence and allele-derived contig redundancy in final genome assemblies and document the patterns of coding and noncoding diversity between redundant sequences. We also document a link between an excess of nonsynonymous polymorphism and haplotigs that are unresolved by assembly or postassembly algorithms. Finally, we discuss how this phenomenon may have relevance for the usage of noisy long-read genome assemblies in comparative genomics.</p>","PeriodicalId":520629,"journal":{"name":"G3 (Bethesda, Md.)","volume":" ","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9526047/pdf/","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"G3 (Bethesda, Md.)","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1093/g3journal/jkac210","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

The assembly of divergent haplotypes using noisy long-read data presents a challenge to the reconstruction of haploid genome assemblies, due to overlapping distributions of technical sequencing error, intralocus genetic variation, and interlocus similarity within these data. Here, we present a comparative analysis of assembly algorithms representing overlap-layout-consensus, repeat graph, and de Bruijn graph methods. We examine how postprocessing strategies attempting to reduce redundant heterozygosity interact with the choice of initial assembly algorithm and ultimately produce a series of chromosome-level assemblies for an agricultural pest, the diamondback moth, Plutella xylostella (L.). We compare evaluation methods and show that BUSCO analyses may overestimate haplotig removal processing in long-read draft genomes, in comparison to a k-mer method. We discuss the trade-offs inherent in assembly algorithm and curation choices and suggest that "best practice" is research question dependent. We demonstrate a link between allelic divergence and allele-derived contig redundancy in final genome assemblies and document the patterns of coding and noncoding diversity between redundant sequences. We also document a link between an excess of nonsynonymous polymorphism and haplotigs that are unresolved by assembly or postassembly algorithms. Finally, we discuss how this phenomenon may have relevance for the usage of noisy long-read genome assemblies in comparative genomics.

Abstract Image

Abstract Image

Abstract Image

从小菜蛾(鳞翅目:小菜蛾科)的长读序列中恢复单个单倍型和连续基因组组装。
由于技术测序误差、基因座内遗传变异和基因座间相似性的重叠分布,利用嘈杂的长读数据组装不同的单倍型给单倍体基因组组装的重建带来了挑战。在这里,我们提出了一个比较分析的装配算法表示重叠布局一致,重复图和德布鲁因图方法。我们研究了试图减少冗余杂合性的后处理策略如何与初始组装算法的选择相互作用,并最终为农业害虫小菜蛾(Plutella xylostella)产生一系列染色体水平的组装。我们比较了评估方法,并表明与k-mer方法相比,BUSCO分析可能高估了长读草图基因组中的单倍体去除过程。我们讨论了装配算法和策展选择中固有的权衡,并建议“最佳实践”取决于研究问题。我们证明了等位基因分化和最终基因组组装中等位基因衍生的连续冗余之间的联系,并记录了冗余序列之间的编码和非编码多样性模式。我们还记录了过量的非同义多态性和单倍体之间的联系,这些单倍体是由装配或后装配算法无法解决的。最后,我们讨论了这种现象如何与比较基因组学中嘈杂的长读基因组组装的使用相关。
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:604180095
Book学术官方微信
小红书