基于平行测序仪K-Mers频率分析的基因组组装质量评估方法

A. G. Borodinov, V. Manoilov, I. V. Zarutskiy, A. Petrov, V. Kurochkin
{"title":"基于平行测序仪K-Mers频率分析的基因组组装质量评估方法","authors":"A. G. Borodinov, V. Manoilov, I. V. Zarutskiy, A. Petrov, V. Kurochkin","doi":"10.1109/apeie52976.2021.9647640","DOIUrl":null,"url":null,"abstract":"Counting the occurrence of different k-mers often arises in problems of genome assembly. Analysis of the frequency distribution of k-mers makes it possible to find assembly errors in already formed contigs. Currently, in connection with the development of instrumentation for genetic analysis, there is an urgent need to develop methods for assessing the quality of genomic assembly. Such techniques will make it possible to assess the reliability of genetic analysis in existing and newly developed devices. In this work, based on the analysis of various software tools, programs are selected that allow assessing the quality of genomic assembly in parallel sequencing sequencers. Using the selected programs, the data obtained on the domestic sequencer for parallel sequencing Nanofor SPS were processed. Based on the results of processing these data, the quality of the genomic assembly was assessed by the method of k-mers analysis and recommendations for improving the hardware and software of the Nanofor SPS device were given.","PeriodicalId":272064,"journal":{"name":"2021 XV International Scientific-Technical Conference on Actual Problems Of Electronic Instrument Engineering (APEIE)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Methodology for Assessing the Quality of Genomic Assembly Based on the Analysis of K-Mers Frequency in a Parallel Sequencing Sequencer\",\"authors\":\"A. G. Borodinov, V. Manoilov, I. V. Zarutskiy, A. Petrov, V. Kurochkin\",\"doi\":\"10.1109/apeie52976.2021.9647640\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Counting the occurrence of different k-mers often arises in problems of genome assembly. Analysis of the frequency distribution of k-mers makes it possible to find assembly errors in already formed contigs. Currently, in connection with the development of instrumentation for genetic analysis, there is an urgent need to develop methods for assessing the quality of genomic assembly. Such techniques will make it possible to assess the reliability of genetic analysis in existing and newly developed devices. In this work, based on the analysis of various software tools, programs are selected that allow assessing the quality of genomic assembly in parallel sequencing sequencers. Using the selected programs, the data obtained on the domestic sequencer for parallel sequencing Nanofor SPS were processed. Based on the results of processing these data, the quality of the genomic assembly was assessed by the method of k-mers analysis and recommendations for improving the hardware and software of the Nanofor SPS device were given.\",\"PeriodicalId\":272064,\"journal\":{\"name\":\"2021 XV International Scientific-Technical Conference on Actual Problems Of Electronic Instrument Engineering (APEIE)\",\"volume\":\"23 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 XV International Scientific-Technical Conference on Actual Problems Of Electronic Instrument Engineering (APEIE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/apeie52976.2021.9647640\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 XV International Scientific-Technical Conference on Actual Problems Of Electronic Instrument Engineering (APEIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/apeie52976.2021.9647640","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

计算不同k-mers的出现次数经常出现在基因组组装问题中。对k-mers的频率分布进行分析,可以在已经形成的组合中发现装配误差。目前,随着遗传分析仪器的发展,迫切需要开发评估基因组组装质量的方法。这些技术将使评估现有和新开发的设备中遗传分析的可靠性成为可能。在这项工作中,基于对各种软件工具的分析,选择了允许评估平行测序测序中基因组组装质量的程序。利用选定的程序,对国产测序仪上获得的数据进行处理,用于对Nanofor SPS进行平行测序。根据这些数据的处理结果,通过k-mers分析方法评估了基因组组装的质量,并提出了改进Nanofor SPS设备硬件和软件的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Methodology for Assessing the Quality of Genomic Assembly Based on the Analysis of K-Mers Frequency in a Parallel Sequencing Sequencer
Counting the occurrence of different k-mers often arises in problems of genome assembly. Analysis of the frequency distribution of k-mers makes it possible to find assembly errors in already formed contigs. Currently, in connection with the development of instrumentation for genetic analysis, there is an urgent need to develop methods for assessing the quality of genomic assembly. Such techniques will make it possible to assess the reliability of genetic analysis in existing and newly developed devices. In this work, based on the analysis of various software tools, programs are selected that allow assessing the quality of genomic assembly in parallel sequencing sequencers. Using the selected programs, the data obtained on the domestic sequencer for parallel sequencing Nanofor SPS were processed. Based on the results of processing these data, the quality of the genomic assembly was assessed by the method of k-mers analysis and recommendations for improving the hardware and software of the Nanofor SPS device were given.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Information and Analytical Support of Telemedicine Services for Predicting the Risk of Cardiovascular Diseases Modeling of Gas-liquid Mixture Flow Considering the Processes of Gas Liberation and Dissolution The Development of a Biocalorimeter's Calibration System Intelligent Mobile Hardware-Software Device for Automated Testing and Monitoring of Computer Networks Based on Raspberry Pi The Method of Experimental Evaluation of Noise Immunity and Stealth of Radio Engineering Systems with Polarization Modulation
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1