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Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota
BACKGROUND: Low-biomass microbiome studies (such as those of the lungs, placenta, and skin) are vulnerable to contamination and sequencing stochasticity, which obscure legitimate microbial signal. While human lung microbiome studies have rigorously identified sampling strategies that reliably captur...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8101028/ https://www.ncbi.nlm.nih.gov/pubmed/33952355 http://dx.doi.org/10.1186/s40168-021-01055-4 |
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author | Baker, Jennifer M. Hinkle, Kevin J. McDonald, Roderick A. Brown, Christopher A. Falkowski, Nicole R. Huffnagle, Gary B. Dickson, Robert P. |
author_facet | Baker, Jennifer M. Hinkle, Kevin J. McDonald, Roderick A. Brown, Christopher A. Falkowski, Nicole R. Huffnagle, Gary B. Dickson, Robert P. |
author_sort | Baker, Jennifer M. |
collection | PubMed |
description | BACKGROUND: Low-biomass microbiome studies (such as those of the lungs, placenta, and skin) are vulnerable to contamination and sequencing stochasticity, which obscure legitimate microbial signal. While human lung microbiome studies have rigorously identified sampling strategies that reliably capture microbial signal from these low-biomass microbial communities, the optimal sampling strategy for characterizing murine lung microbiota has not been empirically determined. Performing accurate, reliable characterization of murine lung microbiota and distinguishing true microbial signal from noise in these samples will be critical for further mechanistic microbiome studies in mice. RESULTS: Using an analytic approach grounded in microbial ecology, we compared bacterial DNA from the lungs of healthy adult mice collected via two common sampling approaches: homogenized whole lung tissue and bronchoalveolar lavage (BAL) fluid. We quantified bacterial DNA using droplet digital PCR, characterized bacterial communities using 16S rRNA gene sequencing, and systematically assessed the quantity and identity of bacterial DNA in both specimen types. We compared bacteria detected in lung specimens to each other and to potential source communities: negative (background) control specimens and paired oral samples. By all measures, whole lung tissue in mice contained greater bacterial signal and less evidence of contamination than did BAL fluid. Relative to BAL fluid, whole lung tissue exhibited a greater quantity of bacterial DNA, distinct community composition, decreased sample-to-sample variation, and greater biological plausibility when compared to potential source communities. In contrast, bacteria detected in BAL fluid were minimally different from those of procedural, reagent, and sequencing controls. CONCLUSIONS: An ecology-based analytical approach discriminates signal from noise in this low-biomass microbiome study and identifies whole lung tissue as the preferred specimen type for murine lung microbiome studies. Sequencing, analysis, and reporting of potential source communities, including negative control specimens and contiguous biological sites, are crucial for biological interpretation of low-biomass microbiome studies, independent of specimen type. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01055-4. |
format | Online Article Text |
id | pubmed-8101028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81010282021-05-06 Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota Baker, Jennifer M. Hinkle, Kevin J. McDonald, Roderick A. Brown, Christopher A. Falkowski, Nicole R. Huffnagle, Gary B. Dickson, Robert P. Microbiome Research BACKGROUND: Low-biomass microbiome studies (such as those of the lungs, placenta, and skin) are vulnerable to contamination and sequencing stochasticity, which obscure legitimate microbial signal. While human lung microbiome studies have rigorously identified sampling strategies that reliably capture microbial signal from these low-biomass microbial communities, the optimal sampling strategy for characterizing murine lung microbiota has not been empirically determined. Performing accurate, reliable characterization of murine lung microbiota and distinguishing true microbial signal from noise in these samples will be critical for further mechanistic microbiome studies in mice. RESULTS: Using an analytic approach grounded in microbial ecology, we compared bacterial DNA from the lungs of healthy adult mice collected via two common sampling approaches: homogenized whole lung tissue and bronchoalveolar lavage (BAL) fluid. We quantified bacterial DNA using droplet digital PCR, characterized bacterial communities using 16S rRNA gene sequencing, and systematically assessed the quantity and identity of bacterial DNA in both specimen types. We compared bacteria detected in lung specimens to each other and to potential source communities: negative (background) control specimens and paired oral samples. By all measures, whole lung tissue in mice contained greater bacterial signal and less evidence of contamination than did BAL fluid. Relative to BAL fluid, whole lung tissue exhibited a greater quantity of bacterial DNA, distinct community composition, decreased sample-to-sample variation, and greater biological plausibility when compared to potential source communities. In contrast, bacteria detected in BAL fluid were minimally different from those of procedural, reagent, and sequencing controls. CONCLUSIONS: An ecology-based analytical approach discriminates signal from noise in this low-biomass microbiome study and identifies whole lung tissue as the preferred specimen type for murine lung microbiome studies. Sequencing, analysis, and reporting of potential source communities, including negative control specimens and contiguous biological sites, are crucial for biological interpretation of low-biomass microbiome studies, independent of specimen type. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01055-4. BioMed Central 2021-05-05 /pmc/articles/PMC8101028/ /pubmed/33952355 http://dx.doi.org/10.1186/s40168-021-01055-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Baker, Jennifer M. Hinkle, Kevin J. McDonald, Roderick A. Brown, Christopher A. Falkowski, Nicole R. Huffnagle, Gary B. Dickson, Robert P. Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
title | Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
title_full | Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
title_fullStr | Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
title_full_unstemmed | Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
title_short | Whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
title_sort | whole lung tissue is the preferred sampling method for amplicon-based characterization of murine lung microbiota |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8101028/ https://www.ncbi.nlm.nih.gov/pubmed/33952355 http://dx.doi.org/10.1186/s40168-021-01055-4 |
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