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Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis

Despite being the most widely used phylogenetic marker for amplicon-based profiling of microbial communities, limited phylogenetic resolution of the 16S rRNA gene limits its use for studies of host-microbe co-evolution. In contrast, the cpn60 gene is a universal phylogenetic marker with greater sequ...

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Autores principales: Umbach, Alexander K., Fernando, Champika, Hill, Janet E., Neufeld, Josh D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10328941/
https://www.ncbi.nlm.nih.gov/pubmed/37419988
http://dx.doi.org/10.1038/s43705-023-00276-y
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author Umbach, Alexander K.
Fernando, Champika
Hill, Janet E.
Neufeld, Josh D.
author_facet Umbach, Alexander K.
Fernando, Champika
Hill, Janet E.
Neufeld, Josh D.
author_sort Umbach, Alexander K.
collection PubMed
description Despite being the most widely used phylogenetic marker for amplicon-based profiling of microbial communities, limited phylogenetic resolution of the 16S rRNA gene limits its use for studies of host-microbe co-evolution. In contrast, the cpn60 gene is a universal phylogenetic marker with greater sequence variation capable of species-level resolution. This research compared mammalian skin microbial profiles generated from cpn60 and 16S rRNA gene sequencing approaches, testing for patterns of phylosymbiosis that suggest co-evolutionary host-microbe associations. An ~560 bp fragment of the cpn60 gene was amplified with universal primers and subjected to high-throughput sequencing. Taxonomic classification of cpn60 sequences was completed using a naïve-Bayesian QIIME2 classifier created for this project, trained with an NCBI-supplemented curated cpn60 database (cpnDB_nr). The cpn60 dataset was then compared to published 16S rRNA gene amplicon data. Beta diversity comparisons of microbial community profiles generated with cpn60 and 16S rRNA gene amplicons were not significantly different, based on Procrustes analysis of Bray-Curtis and UniFrac distances. Despite similar relationships among skin microbial profiles, improved phylogenetic resolution provided by the cpn60 gene sequencing permitted observations of phylosymbiosis between microbial community profiles and their mammalian hosts that were not previously observed with 16S rRNA gene profiles. Subsequent investigation of Staphylococcaceae taxa using the cpn60 gene showed increased phylogenetic resolution compared the 16S rRNA gene profiles, revealing potential co-evolutionary host-microbe associations. Overall, our results demonstrate that 16S rRNA and cpn60 marker genes generate comparable microbial community composition patterns while cpn60 better facilitates analyses, such as phylosymbiosis, that require increased phylogenetic resolution.
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spelling pubmed-103289412023-07-09 Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis Umbach, Alexander K. Fernando, Champika Hill, Janet E. Neufeld, Josh D. ISME Commun Article Despite being the most widely used phylogenetic marker for amplicon-based profiling of microbial communities, limited phylogenetic resolution of the 16S rRNA gene limits its use for studies of host-microbe co-evolution. In contrast, the cpn60 gene is a universal phylogenetic marker with greater sequence variation capable of species-level resolution. This research compared mammalian skin microbial profiles generated from cpn60 and 16S rRNA gene sequencing approaches, testing for patterns of phylosymbiosis that suggest co-evolutionary host-microbe associations. An ~560 bp fragment of the cpn60 gene was amplified with universal primers and subjected to high-throughput sequencing. Taxonomic classification of cpn60 sequences was completed using a naïve-Bayesian QIIME2 classifier created for this project, trained with an NCBI-supplemented curated cpn60 database (cpnDB_nr). The cpn60 dataset was then compared to published 16S rRNA gene amplicon data. Beta diversity comparisons of microbial community profiles generated with cpn60 and 16S rRNA gene amplicons were not significantly different, based on Procrustes analysis of Bray-Curtis and UniFrac distances. Despite similar relationships among skin microbial profiles, improved phylogenetic resolution provided by the cpn60 gene sequencing permitted observations of phylosymbiosis between microbial community profiles and their mammalian hosts that were not previously observed with 16S rRNA gene profiles. Subsequent investigation of Staphylococcaceae taxa using the cpn60 gene showed increased phylogenetic resolution compared the 16S rRNA gene profiles, revealing potential co-evolutionary host-microbe associations. Overall, our results demonstrate that 16S rRNA and cpn60 marker genes generate comparable microbial community composition patterns while cpn60 better facilitates analyses, such as phylosymbiosis, that require increased phylogenetic resolution. Nature Publishing Group UK 2023-07-07 /pmc/articles/PMC10328941/ /pubmed/37419988 http://dx.doi.org/10.1038/s43705-023-00276-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Umbach, Alexander K.
Fernando, Champika
Hill, Janet E.
Neufeld, Josh D.
Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
title Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
title_full Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
title_fullStr Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
title_full_unstemmed Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
title_short Evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
title_sort evaluating cpn60 for high-resolution profiling of the mammalian skin microbiome and detection of phylosymbiosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10328941/
https://www.ncbi.nlm.nih.gov/pubmed/37419988
http://dx.doi.org/10.1038/s43705-023-00276-y
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