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Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing
Obtaining complete and accurate bacterial genomes is vital for studying the characteristics of uncultured bacteria. Single-cell genomics is a promising approach for the culture-independent recovery of bacterial genomes from individual cells. However, single-amplified genomes (SAGs) often have fragme...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998913/ https://www.ncbi.nlm.nih.gov/pubmed/36910196 http://dx.doi.org/10.3389/fmicb.2023.1133917 |
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author | Kogawa, Masato Nishikawa, Yohei Saeki, Tatsuya Yoda, Takuya Arikawa, Koji Takeyama, Haruko Hosokawa, Masahito |
author_facet | Kogawa, Masato Nishikawa, Yohei Saeki, Tatsuya Yoda, Takuya Arikawa, Koji Takeyama, Haruko Hosokawa, Masahito |
author_sort | Kogawa, Masato |
collection | PubMed |
description | Obtaining complete and accurate bacterial genomes is vital for studying the characteristics of uncultured bacteria. Single-cell genomics is a promising approach for the culture-independent recovery of bacterial genomes from individual cells. However, single-amplified genomes (SAGs) often have fragmented and incomplete sequences due to chimeric and biased sequences introduced during the genome amplification process. To address this, we developed a single-cell amplified genome long-read assembly (scALA) workflow to construct complete circular SAGs (cSAGs) from long-read single-cell sequencing data of uncultured bacteria. We used the SAG-gel platform, which is both cost-effective and high-throughput, to obtain hundreds of short-read and long-read sequencing data for specific bacterial strains. The scALA workflow generated cSAGs by repeated in silico processing for sequence bias reduction and contig assembly. From 12 human fecal samples, including two cohabitant groups, scALA generated 16 cSAGs of three specifically targeted bacterial species: Anaerostipes hadrus, Agathobacter rectalis, and Ruminococcus gnavus. We discovered strain-specific structural variations shared among cohabiting hosts, while all cSAGs of the same species showed high homology in aligned genomic regions. A. hadrus cSAGs exhibited 10 kbp-long phage insertions, various saccharide metabolic capabilities, and different CRISPR-Cas systems in each strain. The sequence similarity of A. hadrus genomes did not necessarily correspond with orthologous functional genes, while host geographical regionality seemed to be highly related to gene possession. scALA allowed us to obtain closed circular genomes of specifically targeted bacteria from human microbiota samples, leading to an understanding of within-species diversities, including structural variations and linking mobile genetic elements, such as phages, to hosts. These analyses provide insight into microbial evolution, the adaptation of the community to environmental changes, and interactions with hosts. cSAGs constructed using this method can expand bacterial genome databases and our understanding of within-species diversities in uncultured bacteria. |
format | Online Article Text |
id | pubmed-9998913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99989132023-03-11 Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing Kogawa, Masato Nishikawa, Yohei Saeki, Tatsuya Yoda, Takuya Arikawa, Koji Takeyama, Haruko Hosokawa, Masahito Front Microbiol Microbiology Obtaining complete and accurate bacterial genomes is vital for studying the characteristics of uncultured bacteria. Single-cell genomics is a promising approach for the culture-independent recovery of bacterial genomes from individual cells. However, single-amplified genomes (SAGs) often have fragmented and incomplete sequences due to chimeric and biased sequences introduced during the genome amplification process. To address this, we developed a single-cell amplified genome long-read assembly (scALA) workflow to construct complete circular SAGs (cSAGs) from long-read single-cell sequencing data of uncultured bacteria. We used the SAG-gel platform, which is both cost-effective and high-throughput, to obtain hundreds of short-read and long-read sequencing data for specific bacterial strains. The scALA workflow generated cSAGs by repeated in silico processing for sequence bias reduction and contig assembly. From 12 human fecal samples, including two cohabitant groups, scALA generated 16 cSAGs of three specifically targeted bacterial species: Anaerostipes hadrus, Agathobacter rectalis, and Ruminococcus gnavus. We discovered strain-specific structural variations shared among cohabiting hosts, while all cSAGs of the same species showed high homology in aligned genomic regions. A. hadrus cSAGs exhibited 10 kbp-long phage insertions, various saccharide metabolic capabilities, and different CRISPR-Cas systems in each strain. The sequence similarity of A. hadrus genomes did not necessarily correspond with orthologous functional genes, while host geographical regionality seemed to be highly related to gene possession. scALA allowed us to obtain closed circular genomes of specifically targeted bacteria from human microbiota samples, leading to an understanding of within-species diversities, including structural variations and linking mobile genetic elements, such as phages, to hosts. These analyses provide insight into microbial evolution, the adaptation of the community to environmental changes, and interactions with hosts. cSAGs constructed using this method can expand bacterial genome databases and our understanding of within-species diversities in uncultured bacteria. Frontiers Media S.A. 2023-02-24 /pmc/articles/PMC9998913/ /pubmed/36910196 http://dx.doi.org/10.3389/fmicb.2023.1133917 Text en Copyright © 2023 Kogawa, Nishikawa, Saeki, Yoda, Arikawa, Takeyama and Hosokawa. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Kogawa, Masato Nishikawa, Yohei Saeki, Tatsuya Yoda, Takuya Arikawa, Koji Takeyama, Haruko Hosokawa, Masahito Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
title | Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
title_full | Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
title_fullStr | Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
title_full_unstemmed | Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
title_short | Revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
title_sort | revealing within-species diversity in uncultured human gut bacteria with single-cell long-read sequencing |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9998913/ https://www.ncbi.nlm.nih.gov/pubmed/36910196 http://dx.doi.org/10.3389/fmicb.2023.1133917 |
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