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Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis

Assembling high-quality microbial genomes using only cost-effective Nanopore long-read systems such as Flongle is important to accelerate research on the microbial genome and the most critical point for this is the polishing process. In this study, we performed an evaluation based on BUSCO and Prokk...

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Autores principales: Lee, Jin Young, Kong, Minyoung, Oh, Jinjoo, Lim, JinSoo, Chung, Sung Hee, Kim, Jung-Min, Kim, Jae-Seok, Kim, Ki-Hwan, Yoo, Jae-Chan, Kwak, Woori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528807/
https://www.ncbi.nlm.nih.gov/pubmed/34671046
http://dx.doi.org/10.1038/s41598-021-00178-w
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author Lee, Jin Young
Kong, Minyoung
Oh, Jinjoo
Lim, JinSoo
Chung, Sung Hee
Kim, Jung-Min
Kim, Jae-Seok
Kim, Ki-Hwan
Yoo, Jae-Chan
Kwak, Woori
author_facet Lee, Jin Young
Kong, Minyoung
Oh, Jinjoo
Lim, JinSoo
Chung, Sung Hee
Kim, Jung-Min
Kim, Jae-Seok
Kim, Ki-Hwan
Yoo, Jae-Chan
Kwak, Woori
author_sort Lee, Jin Young
collection PubMed
description Assembling high-quality microbial genomes using only cost-effective Nanopore long-read systems such as Flongle is important to accelerate research on the microbial genome and the most critical point for this is the polishing process. In this study, we performed an evaluation based on BUSCO and Prokka gene prediction in terms of microbial genome assembly for eight state-of-the-art Nanopore polishing tools and combinations available. In the evaluation of individual tools, Homopolish, PEPPER, and Medaka demonstrated better results than others. In combination polishing, the second round Homopolish, and the PEPPER × medaka combination also showed better results than others. However, individual tools and combinations have specific limitations on usage and results. Depending on the target organism and the purpose of the downstream research, it is confirmed that there remain some difficulties in perfectly replacing the hybrid polishing carried out by the addition of a short-read. Nevertheless, through continuous improvement of the protein pores, related base-calling algorithms, and polishing tools based on improved error models, a high-quality microbial genome can be achieved using only Nanopore reads without the production of additional short-read data. The polishing strategy proposed in this study is expected to provide useful information for assembling the microbial genome using only Nanopore reads depending on the target microorganism and the purpose of the research.
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spelling pubmed-85288072021-10-22 Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis Lee, Jin Young Kong, Minyoung Oh, Jinjoo Lim, JinSoo Chung, Sung Hee Kim, Jung-Min Kim, Jae-Seok Kim, Ki-Hwan Yoo, Jae-Chan Kwak, Woori Sci Rep Article Assembling high-quality microbial genomes using only cost-effective Nanopore long-read systems such as Flongle is important to accelerate research on the microbial genome and the most critical point for this is the polishing process. In this study, we performed an evaluation based on BUSCO and Prokka gene prediction in terms of microbial genome assembly for eight state-of-the-art Nanopore polishing tools and combinations available. In the evaluation of individual tools, Homopolish, PEPPER, and Medaka demonstrated better results than others. In combination polishing, the second round Homopolish, and the PEPPER × medaka combination also showed better results than others. However, individual tools and combinations have specific limitations on usage and results. Depending on the target organism and the purpose of the downstream research, it is confirmed that there remain some difficulties in perfectly replacing the hybrid polishing carried out by the addition of a short-read. Nevertheless, through continuous improvement of the protein pores, related base-calling algorithms, and polishing tools based on improved error models, a high-quality microbial genome can be achieved using only Nanopore reads without the production of additional short-read data. The polishing strategy proposed in this study is expected to provide useful information for assembling the microbial genome using only Nanopore reads depending on the target microorganism and the purpose of the research. Nature Publishing Group UK 2021-10-20 /pmc/articles/PMC8528807/ /pubmed/34671046 http://dx.doi.org/10.1038/s41598-021-00178-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Lee, Jin Young
Kong, Minyoung
Oh, Jinjoo
Lim, JinSoo
Chung, Sung Hee
Kim, Jung-Min
Kim, Jae-Seok
Kim, Ki-Hwan
Yoo, Jae-Chan
Kwak, Woori
Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
title Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
title_full Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
title_fullStr Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
title_full_unstemmed Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
title_short Comparative evaluation of Nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
title_sort comparative evaluation of nanopore polishing tools for microbial genome assembly and polishing strategies for downstream analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528807/
https://www.ncbi.nlm.nih.gov/pubmed/34671046
http://dx.doi.org/10.1038/s41598-021-00178-w
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