Amplicon-Based Microbiome Profiling: From Second- to Third-Generation Sequencing for Higher Taxonomic Resolution.

16S rRNA amplicon-based sequencing metagenomics microbiome mock analysis next-generation sequencing third-generation sequencing

Journal

Genes
ISSN: 2073-4425
Titre abrégé: Genes (Basel)
Pays: Switzerland
ID NLM: 101551097

Informations de publication

Date de publication:
31 07 2023
Historique:
received: 21 06 2023
revised: 25 07 2023
accepted: 27 07 2023
medline: 28 8 2023
pubmed: 26 8 2023
entrez: 26 8 2023
Statut: epublish

Résumé

The 16S rRNA amplicon-based sequencing approach represents the most common and cost-effective strategy with great potential for microbiome profiling. The use of second-generation sequencing (NGS) technologies has led to protocols based on the amplification of one or a few hypervariable regions, impacting the outcome of the analysis. Nowadays, comparative studies are necessary to assess different amplicon-based approaches, including the full-locus sequencing currently feasible thanks to third-generation sequencing (TGS) technologies. This study compared three different methods to achieve the deepest microbiome taxonomic characterization: (a) the single-region approach, (b) the multiplex approach, covering several regions of the target gene/region, both based on NGS short reads, and (c) the full-length approach, which analyzes the whole length of the target gene thanks to TGS long reads. Analyses carried out on benchmark microbiome samples, with a known taxonomic composition, highlighted a different classification performance, strongly associated with the type of hypervariable regions and the coverage of the target gene. Indeed, the full-length approach showed the greatest discriminating power, up to species level, also on complex real samples. This study supports the transition from NGS to TGS for the study of the microbiome, even if experimental and bioinformatic improvements are still necessary.

Identifiants

pubmed: 37628619
pii: genes14081567
doi: 10.3390/genes14081567
pmc: PMC10454624
pii:
doi:

Substances chimiques

RNA, Ribosomal, 16S 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

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Auteurs

Elisabetta Notario (E)

Department of Biosciences, Biotechnology and Environment, University of Bari Aldo Moro, 70126 Bari, Italy.

Grazia Visci (G)

Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, 70126 Bari, Italy.

Bruno Fosso (B)

Department of Biosciences, Biotechnology and Environment, University of Bari Aldo Moro, 70126 Bari, Italy.

Carmela Gissi (C)

Department of Biosciences, Biotechnology and Environment, University of Bari Aldo Moro, 70126 Bari, Italy.
Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, 70126 Bari, Italy.
CoNISMa, Consorzio Nazionale Interuniversitario per le Scienze del Mare, 00196 Roma, Italy.

Nina Tanaskovic (N)

Postbiotica S.r.l., 20123 Milan, Italy.

Maria Rescigno (M)

IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy.
Department of Biomedical Sciences, Humanitas University, 20072 Pieve Emanuele, Italy.

Marinella Marzano (M)

Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, 70126 Bari, Italy.

Graziano Pesole (G)

Department of Biosciences, Biotechnology and Environment, University of Bari Aldo Moro, 70126 Bari, Italy.
Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, 70126 Bari, Italy.
Consorzio Interuniversitario Biotecnologie, 34148 Trieste, Italy.

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