Microbial abundance, activity and population genomic profiling with mOTUs2.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
04 03 2019
Historique:
received: 07 06 2018
accepted: 02 02 2019
entrez: 6 3 2019
pubmed: 6 3 2019
medline: 24 4 2019
Statut: epublish

Résumé

Metagenomic sequencing has greatly improved our ability to profile the composition of environmental and host-associated microbial communities. However, the dependency of most methods on reference genomes, which are currently unavailable for a substantial fraction of microbial species, introduces estimation biases. We present an updated and functionally extended tool based on universal (i.e., reference-independent), phylogenetic marker gene (MG)-based operational taxonomic units (mOTUs) enabling the profiling of >7700 microbial species. As more than 30% of them could not previously be quantified at this taxonomic resolution, relative abundance estimates based on mOTUs are more accurate compared to other methods. As a new feature, we show that mOTUs, which are based on essential housekeeping genes, are demonstrably well-suited for quantification of basal transcriptional activity of community members. Furthermore, single nucleotide variation profiles estimated using mOTUs reflect those from whole genomes, which allows for comparing microbial strain populations (e.g., across different human body sites).

Identifiants

pubmed: 30833550
doi: 10.1038/s41467-019-08844-4
pii: 10.1038/s41467-019-08844-4
pmc: PMC6399450
doi:

Substances chimiques

Genetic Markers 0

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

1014

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Auteurs

Alessio Milanese (A)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.

Daniel R Mende (DR)

Daniel K. Inouye Center for Microbial Oceanography Research and Education, University of Hawai'i at Mānoa, 1950 East West Road, Honolulu, USA, 96822, United States.

Lucas Paoli (L)

Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland.
Department of Biology, École normale supérieure, 46 rue d'Ulm, 75005, Paris, France.

Guillem Salazar (G)

Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland.

Hans-Joachim Ruscheweyh (HJ)

Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland.

Miguelangel Cuenca (M)

Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland.

Pascal Hingamp (P)

Aix Marseille Univ, Université de Toulon, CNRS, IRD, MIO UM 110, 13288, Marseille, France.

Renato Alves (R)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.
Candidate for Joint PhD degree from EMBL and Heidelberg University, Faculty of Biosciences, Heidelberg, Germany.

Paul I Costea (PI)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.

Luis Pedro Coelho (LP)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.

Thomas S B Schmidt (TSB)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.

Alexandre Almeida (A)

European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, CB10 1 SD, UK.
Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, CB10 1SA, UK.

Alex L Mitchell (AL)

European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, CB10 1 SD, UK.

Robert D Finn (RD)

European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton, CB10 1 SD, UK.

Jaime Huerta-Cepas (J)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.
Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM) - Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Campus de Montegancedo-UPM, 28223, Pozuelo de Alarcón, Madrid, Spain.

Peer Bork (P)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany.
Max Delbrück Centre for Molecular Medicine, Robert-Rössle-Str. 10, 13092, Berlin, Germany.
Molecular Medicine Partnership Unit, Heidelberg, Germany.
Department of Bioinformatics, Biocenter, University of Würzburg, Am Hubland, 97074, Würzburg, Germany.

Georg Zeller (G)

European Molecular Biology Laboratory, Meyerhofstr. 1, 69117, Heidelberg, Germany. zeller@embl.de.

Shinichi Sunagawa (S)

Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland. ssunagawa@ethz.ch.

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Classifications MeSH