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Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes

The microbiota that colonize the human gut and other tissues are dynamic, varying both in composition and functional state between individuals and over time. Gene expression measurements can provide insights into microbiome composition and function. However, efficient and unbiased removal of microbi...

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Autores principales: Tan, Asako, Murugapiran, Senthil, Mikalauskas, Alaya, Koble, Jeff, Kennedy, Drew, Hyde, Fred, Ruotti, Victor, Law, Emily, Jensen, Jordan, Schroth, Gary P., Macklaim, Jean M., Kuersten, Scott, LeFrançois, Brice, Gohl, Daryl M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588151/
https://www.ncbi.nlm.nih.gov/pubmed/37864136
http://dx.doi.org/10.1186/s12866-023-03037-y
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author Tan, Asako
Murugapiran, Senthil
Mikalauskas, Alaya
Koble, Jeff
Kennedy, Drew
Hyde, Fred
Ruotti, Victor
Law, Emily
Jensen, Jordan
Schroth, Gary P.
Macklaim, Jean M.
Kuersten, Scott
LeFrançois, Brice
Gohl, Daryl M.
author_facet Tan, Asako
Murugapiran, Senthil
Mikalauskas, Alaya
Koble, Jeff
Kennedy, Drew
Hyde, Fred
Ruotti, Victor
Law, Emily
Jensen, Jordan
Schroth, Gary P.
Macklaim, Jean M.
Kuersten, Scott
LeFrançois, Brice
Gohl, Daryl M.
author_sort Tan, Asako
collection PubMed
description The microbiota that colonize the human gut and other tissues are dynamic, varying both in composition and functional state between individuals and over time. Gene expression measurements can provide insights into microbiome composition and function. However, efficient and unbiased removal of microbial ribosomal RNA (rRNA) presents a barrier to acquiring metatranscriptomic data. Here we describe a probe set that achieves efficient enzymatic rRNA removal of complex human-associated microbial communities. We demonstrate that the custom probe set can be further refined through an iterative design process to efficiently deplete rRNA from a range of human microbiome samples. Using synthetic nucleic acid spike-ins, we show that the rRNA depletion process does not introduce substantial quantitative error in gene expression profiles. Successful rRNA depletion allows for efficient characterization of taxonomic and functional profiles, including during the development of the human gut microbiome. The pan-human microbiome enzymatic rRNA depletion probes described here provide a powerful tool for studying the transcriptional dynamics and function of the human microbiome. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-023-03037-y.
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spelling pubmed-105881512023-10-21 Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes Tan, Asako Murugapiran, Senthil Mikalauskas, Alaya Koble, Jeff Kennedy, Drew Hyde, Fred Ruotti, Victor Law, Emily Jensen, Jordan Schroth, Gary P. Macklaim, Jean M. Kuersten, Scott LeFrançois, Brice Gohl, Daryl M. BMC Microbiol Research The microbiota that colonize the human gut and other tissues are dynamic, varying both in composition and functional state between individuals and over time. Gene expression measurements can provide insights into microbiome composition and function. However, efficient and unbiased removal of microbial ribosomal RNA (rRNA) presents a barrier to acquiring metatranscriptomic data. Here we describe a probe set that achieves efficient enzymatic rRNA removal of complex human-associated microbial communities. We demonstrate that the custom probe set can be further refined through an iterative design process to efficiently deplete rRNA from a range of human microbiome samples. Using synthetic nucleic acid spike-ins, we show that the rRNA depletion process does not introduce substantial quantitative error in gene expression profiles. Successful rRNA depletion allows for efficient characterization of taxonomic and functional profiles, including during the development of the human gut microbiome. The pan-human microbiome enzymatic rRNA depletion probes described here provide a powerful tool for studying the transcriptional dynamics and function of the human microbiome. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-023-03037-y. BioMed Central 2023-10-20 /pmc/articles/PMC10588151/ /pubmed/37864136 http://dx.doi.org/10.1186/s12866-023-03037-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 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
Tan, Asako
Murugapiran, Senthil
Mikalauskas, Alaya
Koble, Jeff
Kennedy, Drew
Hyde, Fred
Ruotti, Victor
Law, Emily
Jensen, Jordan
Schroth, Gary P.
Macklaim, Jean M.
Kuersten, Scott
LeFrançois, Brice
Gohl, Daryl M.
Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes
title Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes
title_full Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes
title_fullStr Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes
title_full_unstemmed Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes
title_short Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes
title_sort rational probe design for efficient rrna depletion and improved metatranscriptomic analysis of human microbiomes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588151/
https://www.ncbi.nlm.nih.gov/pubmed/37864136
http://dx.doi.org/10.1186/s12866-023-03037-y
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