Cargando…
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...
Autores principales: | , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1785123518367662080 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10588151 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tanasako rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT murugapiransenthil rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT mikalauskasalaya rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT koblejeff rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT kennedydrew rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT hydefred rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT ruottivictor rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT lawemily rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT jensenjordan rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT schrothgaryp rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT macklaimjeanm rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT kuerstenscott rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT lefrancoisbrice rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes AT gohldarylm rationalprobedesignforefficientrrnadepletionandimprovedmetatranscriptomicanalysisofhumanmicrobiomes |