Detection of tandem repeats in the Capsicum annuum genome.

IF 3.9 2区 生物学 Q1 GENETICS & HEREDITY DNA Research Pub Date : 2023-04-25 DOI:10.1093/dnares/dsad007
Valentina Rudenko, Eugene Korotkov
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引用次数: 1

Abstract

In this study, we modified the multiple alignment method based on the generation of random position weight matrices (RPWM) and used it to search for tandem repeats (TRs) in the Capsicum annuum genome. The application of the modified (m)RPWM method, which considers the correlation of adjusting nucleotides, resulted in the identification of 908,072 TR regions with repeat lengths from 2 to 200 bp in the C. annuum genome, where they occupied ~29%. The most common TRs were 2 and 3 bp long followed by those of 21, 4, and 15 bp. We performed clustering analysis of TRs with repeat lengths of 2 and 21 bp and created position-weight matrices (PWMs) for each group; these templates could be used to search for TRs of a given length in any nucleotide sequence. All detected TRs can be accessed through publicly available database (http : //victoria.biengi.ac.ru/capsicum_tr/). Comparison of mRPWM with other TR search methods such as Tandem Repeat Finder, T-REKS, and XSTREAM indicated that mRPWM could detect significantly more TRs at similar false discovery rates, indicating its superior performance. The developed mRPWM method can be successfully applied to the identification of highly divergent TRs, which is important for functional analysis of genomes and evolutionary studies.

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辣椒基因组串联重复序列的检测。
在本研究中,我们改进了基于随机位置权重矩阵(RPWM)生成的多重比对方法,并将其用于辣椒基因组串联重复序列(TRs)的搜索。应用改良的(m)RPWM方法,考虑了调整核苷酸的相关性,结果在C. annuum基因组中鉴定出908,072个重复长度在2 ~ 200 bp之间的TR区域,占比约29%。最常见的TRs长度为2和3 bp,其次是21、4和15 bp。我们对重复长度为2和21 bp的TRs进行聚类分析,并为每组创建位置-权重矩阵(PWMs);这些模板可用于搜索任何核苷酸序列中给定长度的TRs。所有检测到的TRs都可以通过公开的数据库(http://victoria.biengi.ac.ru /capsicum_tr/)访问。将mRPWM与Tandem Repeat Finder、T-REKS和XSTREAM等其他TR搜索方法进行比较发现,在相似的错误发现率下,mRPWM可以检测到更多的TR,表明其性能优越。该方法可以成功地用于鉴定高度分化的TRs,这对基因组的功能分析和进化研究具有重要意义。
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来源期刊
DNA Research
DNA Research 生物-遗传学
CiteScore
6.00
自引率
4.90%
发文量
39
审稿时长
4.5 months
期刊介绍: DNA Research is an internationally peer-reviewed journal which aims at publishing papers of highest quality in broad aspects of DNA and genome-related research. Emphasis will be made on the following subjects: 1) Sequencing and characterization of genomes/important genomic regions, 2) Comprehensive analysis of the functions of genes, gene families and genomes, 3) Techniques and equipments useful for structural and functional analysis of genes, gene families and genomes, 4) Computer algorithms and/or their applications relevant to structural and functional analysis of genes and genomes. The journal also welcomes novel findings in other scientific disciplines related to genomes.
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