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Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge
The recovery of metagenome-assembled genomes is biased towards the most abundant species in a given community. To improve the identification of species, even if only dominant species are recovered, we investigated the integration of flow cytometry cell sorting with bioinformatics tools to recover me...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864227/ https://www.ncbi.nlm.nih.gov/pubmed/36677467 http://dx.doi.org/10.3390/microorganisms11010175 |
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author | Abdulkadir, Nafi’u Saraiva, Joao Pedro Schattenberg, Florian Toscan, Rodolfo Brizola Borim Correa, Felipe Harms, Hauke Müller, Susann da Rocha, Ulisses Nunes |
author_facet | Abdulkadir, Nafi’u Saraiva, Joao Pedro Schattenberg, Florian Toscan, Rodolfo Brizola Borim Correa, Felipe Harms, Hauke Müller, Susann da Rocha, Ulisses Nunes |
author_sort | Abdulkadir, Nafi’u |
collection | PubMed |
description | The recovery of metagenome-assembled genomes is biased towards the most abundant species in a given community. To improve the identification of species, even if only dominant species are recovered, we investigated the integration of flow cytometry cell sorting with bioinformatics tools to recover metagenome-assembled genomes. We used a cell culture of a wastewater microbial community as our model system. Cells were separated based on fluorescence signals via flow cytometry cell sorting into sub-communities: dominant gates, low abundant gates, and outer gates into subsets of the original community. Metagenome sequencing was performed for all groups. The unsorted community was used as control. We recovered a total of 24 metagenome-assembled genomes (MAGs) representing 11 species-level genome operational taxonomic units (gOTUs). In addition, 57 ribosomal operational taxonomic units (rOTUs) affiliated with 29 taxa at species level were reconstructed from metagenomic libraries. Our approach suggests a two-fold increase in the resolution when comparing sorted and unsorted communities. Our results also indicate that species abundance is one determinant of genome recovery from metagenomes as we can recover taxa in the sorted libraries that are not present in the unsorted community. In conclusion, a combination of cell sorting and metagenomics allows the recovery of MAGs undetected without cell sorting. |
format | Online Article Text |
id | pubmed-9864227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98642272023-01-22 Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge Abdulkadir, Nafi’u Saraiva, Joao Pedro Schattenberg, Florian Toscan, Rodolfo Brizola Borim Correa, Felipe Harms, Hauke Müller, Susann da Rocha, Ulisses Nunes Microorganisms Article The recovery of metagenome-assembled genomes is biased towards the most abundant species in a given community. To improve the identification of species, even if only dominant species are recovered, we investigated the integration of flow cytometry cell sorting with bioinformatics tools to recover metagenome-assembled genomes. We used a cell culture of a wastewater microbial community as our model system. Cells were separated based on fluorescence signals via flow cytometry cell sorting into sub-communities: dominant gates, low abundant gates, and outer gates into subsets of the original community. Metagenome sequencing was performed for all groups. The unsorted community was used as control. We recovered a total of 24 metagenome-assembled genomes (MAGs) representing 11 species-level genome operational taxonomic units (gOTUs). In addition, 57 ribosomal operational taxonomic units (rOTUs) affiliated with 29 taxa at species level were reconstructed from metagenomic libraries. Our approach suggests a two-fold increase in the resolution when comparing sorted and unsorted communities. Our results also indicate that species abundance is one determinant of genome recovery from metagenomes as we can recover taxa in the sorted libraries that are not present in the unsorted community. In conclusion, a combination of cell sorting and metagenomics allows the recovery of MAGs undetected without cell sorting. MDPI 2023-01-10 /pmc/articles/PMC9864227/ /pubmed/36677467 http://dx.doi.org/10.3390/microorganisms11010175 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Abdulkadir, Nafi’u Saraiva, Joao Pedro Schattenberg, Florian Toscan, Rodolfo Brizola Borim Correa, Felipe Harms, Hauke Müller, Susann da Rocha, Ulisses Nunes Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge |
title | Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge |
title_full | Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge |
title_fullStr | Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge |
title_full_unstemmed | Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge |
title_short | Combining Flow Cytometry and Metagenomics Improves Recovery of Metagenome-Assembled Genomes in a Cell Culture from Activated Sludge |
title_sort | combining flow cytometry and metagenomics improves recovery of metagenome-assembled genomes in a cell culture from activated sludge |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864227/ https://www.ncbi.nlm.nih.gov/pubmed/36677467 http://dx.doi.org/10.3390/microorganisms11010175 |
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