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B-assembler: a circular bacterial genome assembler

BACKGROUND: Accurate bacteria genome de novo assembly is fundamental to understand the evolution and pathogenesis of new bacteria species. The advent and popularity of Third-Generation Sequencing (TGS) enables assembly of bacteria genomes at an unprecedented speed. However, most current TGS assemble...

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Autores principales: Huang, Fengyuan, Xiao, Li, Gao, Min, Vallely, Ethan J., Dybvig, Kevin, Atkinson, T. Prescott, Waites, Ken B., Chong, Zechen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9092672/
https://www.ncbi.nlm.nih.gov/pubmed/35546658
http://dx.doi.org/10.1186/s12864-022-08577-7
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author Huang, Fengyuan
Xiao, Li
Gao, Min
Vallely, Ethan J.
Dybvig, Kevin
Atkinson, T. Prescott
Waites, Ken B.
Chong, Zechen
author_facet Huang, Fengyuan
Xiao, Li
Gao, Min
Vallely, Ethan J.
Dybvig, Kevin
Atkinson, T. Prescott
Waites, Ken B.
Chong, Zechen
author_sort Huang, Fengyuan
collection PubMed
description BACKGROUND: Accurate bacteria genome de novo assembly is fundamental to understand the evolution and pathogenesis of new bacteria species. The advent and popularity of Third-Generation Sequencing (TGS) enables assembly of bacteria genomes at an unprecedented speed. However, most current TGS assemblers were specifically designed for human or other species that do not have a circular genome. Besides, the repetitive DNA fragments in many bacterial genomes plus the high error rate of long sequencing data make it still very challenging to accurately assemble their genomes even with a relatively small genome size. Therefore, there is an urgent need for the development of an optimized method to address these issues. RESULTS: We developed B-assembler, which is capable of assembling bacterial genomes when there are only long reads or a combination of short and long reads. B-assembler takes advantage of the structural resolving power of long reads and the accuracy of short reads if applicable. It first selects and corrects the ultra-long reads to get an initial contig. Then, it collects the reads overlapping with the ends of the initial contig. This two-round assembling procedure along with optimized error correction enables a high-confidence and circularized genome assembly. Benchmarked on both synthetic and real sequencing data of several species of bacterium, the results show that both long-read-only and hybrid-read modes can accurately assemble circular bacterial genomes free of structural errors and have fewer small errors compared to other assemblers. CONCLUSIONS: B-assembler provides a better solution to bacterial genome assembly, which will facilitate downstream bacterial genome analysis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08577-7.
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spelling pubmed-90926722022-05-12 B-assembler: a circular bacterial genome assembler Huang, Fengyuan Xiao, Li Gao, Min Vallely, Ethan J. Dybvig, Kevin Atkinson, T. Prescott Waites, Ken B. Chong, Zechen BMC Genomics Software BACKGROUND: Accurate bacteria genome de novo assembly is fundamental to understand the evolution and pathogenesis of new bacteria species. The advent and popularity of Third-Generation Sequencing (TGS) enables assembly of bacteria genomes at an unprecedented speed. However, most current TGS assemblers were specifically designed for human or other species that do not have a circular genome. Besides, the repetitive DNA fragments in many bacterial genomes plus the high error rate of long sequencing data make it still very challenging to accurately assemble their genomes even with a relatively small genome size. Therefore, there is an urgent need for the development of an optimized method to address these issues. RESULTS: We developed B-assembler, which is capable of assembling bacterial genomes when there are only long reads or a combination of short and long reads. B-assembler takes advantage of the structural resolving power of long reads and the accuracy of short reads if applicable. It first selects and corrects the ultra-long reads to get an initial contig. Then, it collects the reads overlapping with the ends of the initial contig. This two-round assembling procedure along with optimized error correction enables a high-confidence and circularized genome assembly. Benchmarked on both synthetic and real sequencing data of several species of bacterium, the results show that both long-read-only and hybrid-read modes can accurately assemble circular bacterial genomes free of structural errors and have fewer small errors compared to other assemblers. CONCLUSIONS: B-assembler provides a better solution to bacterial genome assembly, which will facilitate downstream bacterial genome analysis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08577-7. BioMed Central 2022-05-11 /pmc/articles/PMC9092672/ /pubmed/35546658 http://dx.doi.org/10.1186/s12864-022-08577-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Software
Huang, Fengyuan
Xiao, Li
Gao, Min
Vallely, Ethan J.
Dybvig, Kevin
Atkinson, T. Prescott
Waites, Ken B.
Chong, Zechen
B-assembler: a circular bacterial genome assembler
title B-assembler: a circular bacterial genome assembler
title_full B-assembler: a circular bacterial genome assembler
title_fullStr B-assembler: a circular bacterial genome assembler
title_full_unstemmed B-assembler: a circular bacterial genome assembler
title_short B-assembler: a circular bacterial genome assembler
title_sort b-assembler: a circular bacterial genome assembler
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9092672/
https://www.ncbi.nlm.nih.gov/pubmed/35546658
http://dx.doi.org/10.1186/s12864-022-08577-7
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