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Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies

Rapid, accurate bacterial identification in biological samples is an important task for microbiology laboratories, for which 16S rRNA gene Sanger sequencing of cultured isolates is frequently used. In contrast, next-generation sequencing does not require intermediate culturing steps and can be direc...

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Autores principales: Winand, Raf, Bogaerts, Bert, Hoffman, Stefan, Lefevre, Loïc, Delvoye, Maud, Van Braekel, Julien, Fu, Qiang, Roosens, Nancy HC, De Keersmaecker, Sigrid CJ, Vanneste, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982111/
https://www.ncbi.nlm.nih.gov/pubmed/31906254
http://dx.doi.org/10.3390/ijms21010298
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author Winand, Raf
Bogaerts, Bert
Hoffman, Stefan
Lefevre, Loïc
Delvoye, Maud
Van Braekel, Julien
Fu, Qiang
Roosens, Nancy HC
De Keersmaecker, Sigrid CJ
Vanneste, Kevin
author_facet Winand, Raf
Bogaerts, Bert
Hoffman, Stefan
Lefevre, Loïc
Delvoye, Maud
Van Braekel, Julien
Fu, Qiang
Roosens, Nancy HC
De Keersmaecker, Sigrid CJ
Vanneste, Kevin
author_sort Winand, Raf
collection PubMed
description Rapid, accurate bacterial identification in biological samples is an important task for microbiology laboratories, for which 16S rRNA gene Sanger sequencing of cultured isolates is frequently used. In contrast, next-generation sequencing does not require intermediate culturing steps and can be directly applied on communities, but its performance has not been extensively evaluated. We present a comparative evaluation of second (Illumina) and third (Oxford Nanopore Technologies (ONT)) generation sequencing technologies for 16S targeted genomics using a well-characterized reference sample. Different 16S gene regions were amplified and sequenced using the Illumina MiSeq, and analyzed with Mothur. Correct classification was variable, depending on the region amplified. Using a majority vote over all regions, most false positives could be eliminated at the genus level but not the species level. Alternatively, the entire 16S gene was amplified and sequenced using the ONT MinION, and analyzed with Mothur, EPI2ME, and GraphMap. Although >99% of reads were correctly classified at the genus level, up to ≈40% were misclassified at the species level. Both technologies, therefore, allow reliable identification of bacterial genera, but can potentially misguide identification of bacterial species, and constitute viable alternatives to Sanger sequencing for rapid analysis of mixed samples without requiring any culturing steps.
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spelling pubmed-69821112020-02-07 Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies Winand, Raf Bogaerts, Bert Hoffman, Stefan Lefevre, Loïc Delvoye, Maud Van Braekel, Julien Fu, Qiang Roosens, Nancy HC De Keersmaecker, Sigrid CJ Vanneste, Kevin Int J Mol Sci Article Rapid, accurate bacterial identification in biological samples is an important task for microbiology laboratories, for which 16S rRNA gene Sanger sequencing of cultured isolates is frequently used. In contrast, next-generation sequencing does not require intermediate culturing steps and can be directly applied on communities, but its performance has not been extensively evaluated. We present a comparative evaluation of second (Illumina) and third (Oxford Nanopore Technologies (ONT)) generation sequencing technologies for 16S targeted genomics using a well-characterized reference sample. Different 16S gene regions were amplified and sequenced using the Illumina MiSeq, and analyzed with Mothur. Correct classification was variable, depending on the region amplified. Using a majority vote over all regions, most false positives could be eliminated at the genus level but not the species level. Alternatively, the entire 16S gene was amplified and sequenced using the ONT MinION, and analyzed with Mothur, EPI2ME, and GraphMap. Although >99% of reads were correctly classified at the genus level, up to ≈40% were misclassified at the species level. Both technologies, therefore, allow reliable identification of bacterial genera, but can potentially misguide identification of bacterial species, and constitute viable alternatives to Sanger sequencing for rapid analysis of mixed samples without requiring any culturing steps. MDPI 2019-12-31 /pmc/articles/PMC6982111/ /pubmed/31906254 http://dx.doi.org/10.3390/ijms21010298 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Winand, Raf
Bogaerts, Bert
Hoffman, Stefan
Lefevre, Loïc
Delvoye, Maud
Van Braekel, Julien
Fu, Qiang
Roosens, Nancy HC
De Keersmaecker, Sigrid CJ
Vanneste, Kevin
Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies
title Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies
title_full Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies
title_fullStr Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies
title_full_unstemmed Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies
title_short Targeting the 16S rRNA Gene for Bacterial Identification in Complex Mixed Samples: Comparative Evaluation of Second (Illumina) and Third (Oxford Nanopore Technologies) Generation Sequencing Technologies
title_sort targeting the 16s rrna gene for bacterial identification in complex mixed samples: comparative evaluation of second (illumina) and third (oxford nanopore technologies) generation sequencing technologies
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6982111/
https://www.ncbi.nlm.nih.gov/pubmed/31906254
http://dx.doi.org/10.3390/ijms21010298
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