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Under-detection of endospore-forming Firmicutes in metagenomic data

Microbial diversity studies based on metagenomic sequencing have greatly enhanced our knowledge of the microbial world. However, one caveat is the fact that not all microorganisms are equally well detected, questioning the universality of this approach. Firmicutes are known to be a dominant bacteria...

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Autores principales: Filippidou, Sevasti, Junier, Thomas, Wunderlin, Tina, Lo, Chien-Chi, Li, Po-E, Chain, Patrick S., Junier, Pilar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4427659/
https://www.ncbi.nlm.nih.gov/pubmed/25973144
http://dx.doi.org/10.1016/j.csbj.2015.04.002
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author Filippidou, Sevasti
Junier, Thomas
Wunderlin, Tina
Lo, Chien-Chi
Li, Po-E
Chain, Patrick S.
Junier, Pilar
author_facet Filippidou, Sevasti
Junier, Thomas
Wunderlin, Tina
Lo, Chien-Chi
Li, Po-E
Chain, Patrick S.
Junier, Pilar
author_sort Filippidou, Sevasti
collection PubMed
description Microbial diversity studies based on metagenomic sequencing have greatly enhanced our knowledge of the microbial world. However, one caveat is the fact that not all microorganisms are equally well detected, questioning the universality of this approach. Firmicutes are known to be a dominant bacterial group. Several Firmicutes species are endospore formers and this property makes them hardy in potentially harsh conditions, and thus likely to be present in a wide variety of environments, even as residents and not functional players. While metagenomic libraries can be expected to contain endospore formers, endospores are known to be resilient to many traditional methods of DNA isolation and thus potentially undetectable. In this study we evaluated the representation of endospore-forming Firmicutes in 73 published metagenomic datasets using two molecular markers unique to this bacterial group (spo0A and gpr). Both markers were notably absent in well-known habitats of Firmicutes such as soil, with spo0A found only in three mammalian gut microbiomes. A tailored DNA extraction method resulted in the detection of a large diversity of endospore-formers in amplicon sequencing of the 16S rRNA and spo0A genes. However, shotgun classification was still poor with only a minor fraction of the community assigned to Firmicutes. Thus, removing a specific bias in a molecular workflow improves detection in amplicon sequencing, but it was insufficient to overcome the limitations for detecting endospore-forming Firmicutes in whole-genome metagenomics. In conclusion, this study highlights the importance of understanding the specific methodological biases that can contribute to improve the universality of metagenomic approaches.
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spelling pubmed-44276592015-05-13 Under-detection of endospore-forming Firmicutes in metagenomic data Filippidou, Sevasti Junier, Thomas Wunderlin, Tina Lo, Chien-Chi Li, Po-E Chain, Patrick S. Junier, Pilar Comput Struct Biotechnol J Article Microbial diversity studies based on metagenomic sequencing have greatly enhanced our knowledge of the microbial world. However, one caveat is the fact that not all microorganisms are equally well detected, questioning the universality of this approach. Firmicutes are known to be a dominant bacterial group. Several Firmicutes species are endospore formers and this property makes them hardy in potentially harsh conditions, and thus likely to be present in a wide variety of environments, even as residents and not functional players. While metagenomic libraries can be expected to contain endospore formers, endospores are known to be resilient to many traditional methods of DNA isolation and thus potentially undetectable. In this study we evaluated the representation of endospore-forming Firmicutes in 73 published metagenomic datasets using two molecular markers unique to this bacterial group (spo0A and gpr). Both markers were notably absent in well-known habitats of Firmicutes such as soil, with spo0A found only in three mammalian gut microbiomes. A tailored DNA extraction method resulted in the detection of a large diversity of endospore-formers in amplicon sequencing of the 16S rRNA and spo0A genes. However, shotgun classification was still poor with only a minor fraction of the community assigned to Firmicutes. Thus, removing a specific bias in a molecular workflow improves detection in amplicon sequencing, but it was insufficient to overcome the limitations for detecting endospore-forming Firmicutes in whole-genome metagenomics. In conclusion, this study highlights the importance of understanding the specific methodological biases that can contribute to improve the universality of metagenomic approaches. Research Network of Computational and Structural Biotechnology 2015-04-25 /pmc/articles/PMC4427659/ /pubmed/25973144 http://dx.doi.org/10.1016/j.csbj.2015.04.002 Text en © 2015 Filippidou et al.. Published by Elsevier B.V. on behalf of the Research Network of Computational and Structural Biotechnology. http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Filippidou, Sevasti
Junier, Thomas
Wunderlin, Tina
Lo, Chien-Chi
Li, Po-E
Chain, Patrick S.
Junier, Pilar
Under-detection of endospore-forming Firmicutes in metagenomic data
title Under-detection of endospore-forming Firmicutes in metagenomic data
title_full Under-detection of endospore-forming Firmicutes in metagenomic data
title_fullStr Under-detection of endospore-forming Firmicutes in metagenomic data
title_full_unstemmed Under-detection of endospore-forming Firmicutes in metagenomic data
title_short Under-detection of endospore-forming Firmicutes in metagenomic data
title_sort under-detection of endospore-forming firmicutes in metagenomic data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4427659/
https://www.ncbi.nlm.nih.gov/pubmed/25973144
http://dx.doi.org/10.1016/j.csbj.2015.04.002
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