MinION Sequencing of Yeast Mock Communities To Assess the Effect of Databases and ITS-LSU Markers on the Reliability of Metabarcoding Analysis.


Journal

Microbiology spectrum
ISSN: 2165-0497
Titre abrégé: Microbiol Spectr
Pays: United States
ID NLM: 101634614

Informations de publication

Date de publication:
14 02 2023
Historique:
pubmed: 16 12 2022
medline: 17 2 2023
entrez: 15 12 2022
Statut: ppublish

Résumé

Microbial communities play key roles both for humans and the environment. They are involved in ecosystem functions, maintaining their stability, and provide important services, such as carbon cycle and nitrogen cycle. Acting both as symbionts and as pathogens, description of the structure and composition of these communities is important. Metabarcoding uses ribosomal DNA (rDNA) (eukaryotic) or rRNA gene (prokaryotic) sequences for identification of species present in a site and measuring their abundance. This procedure requires several technical steps that could be source of bias producing a distorted view of the real community composition. In this work, we took advantage of an innovative "long-read" next-generation sequencing (NGS) technology (MinION) amplifying the DNA spanning from the internal transcribed spacer (ITS) to large subunit (LSU) that can be read simultaneously in this platform, providing more information than "short-read" systems. The experimental system consisted of six fungal mock communities composed of species present at various relative amounts to mimic natural situations characterized by predominant and low-frequency species. The influence of the sequencing platform (MinION and Illumina MiSeq) and the effect of different reference databases and marker sequences on metagenomic identification of species were evaluated. The results showed that the ITS-based database provided more accurate species identification than LSU. Furthermore, a procedure based on a preliminary identification with standard reference databases followed by the production of custom databases, including only the best outputs of the first step, is proposed. This additional step improved the estimate of species proportion of the mock communities and reduced the number of ghost species not really present in the simulated communities.

Identifiants

pubmed: 36519933
doi: 10.1128/spectrum.01052-22
pmc: PMC9927109
doi:

Substances chimiques

DNA, Ribosomal 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0105222

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Auteurs

Angela Conti (A)

Department of Pharmaceutical Sciences, University of Perugia, Perugia, Italy.

Debora Casagrande Pierantoni (D)

Department of Pharmaceutical Sciences, University of Perugia, Perugia, Italy.

Vincent Robert (V)

Westerdjik Institute for Biodiversity, Utrecht, Netherlands.

Laura Corte (L)

Department of Pharmaceutical Sciences, University of Perugia, Perugia, Italy.
CEMIN Excellence Research Centre, Perugia, Italy.

Gianluigi Cardinali (G)

Department of Pharmaceutical Sciences, University of Perugia, Perugia, Italy.
CEMIN Excellence Research Centre, Perugia, Italy.

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Classifications MeSH