Cargando…

Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation

BACKGROUND: The complex microbiome of the gut has an enormous impact on human health. Analysis of the transcriptional activity of microorganisms through mRNA sequencing (metatranscriptomics) opens a completely new window into their activity in vivo, but it is highly challenging due to numerous techn...

Descripción completa

Detalles Bibliográficos
Autores principales: Reck, Michael, Tomasch, Jürgen, Deng, Zhiluo, Jarek, Michael, Husemann, Peter, Wagner-Döbler, Irene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4490624/
https://www.ncbi.nlm.nih.gov/pubmed/26140923
http://dx.doi.org/10.1186/s12864-015-1694-y
_version_ 1782379541680881664
author Reck, Michael
Tomasch, Jürgen
Deng, Zhiluo
Jarek, Michael
Husemann, Peter
Wagner-Döbler, Irene
author_facet Reck, Michael
Tomasch, Jürgen
Deng, Zhiluo
Jarek, Michael
Husemann, Peter
Wagner-Döbler, Irene
author_sort Reck, Michael
collection PubMed
description BACKGROUND: The complex microbiome of the gut has an enormous impact on human health. Analysis of the transcriptional activity of microorganisms through mRNA sequencing (metatranscriptomics) opens a completely new window into their activity in vivo, but it is highly challenging due to numerous technical and bioinformatical obstacles. Here we present an optimized pipeline for extraction of high quality mRNA from stool samples. RESULTS: Comparison of three commercially available RNA extraction kits with the method of Zoetendal revealed that the Powermicrobiome Kit (MoBio) performed best with respect to RNA yield and purity. Next, the influence of the stabilization reagent during sample storage for up to 15 days was studied. RIN analysis and qRT-PCR of spiked-in and indigenous genes revealed that RNA Later preserved mRNA integrity most efficiently, while samples conserved in RNA Protect showed substantial mRNA decay. Using the optimized pipeline developed here, recovery rates for spiked-in E.coli cells expressing fluorescing proteins were 8.7-9.7 % for SuperfolderGFP and 14.7-17.8 % for mCherry. The mRNA of stabilized stool samples as well as of snap-frozen controls was sequenced with Illumina Hiseq, yielding on average 74 million reads per sample. PCoA analysis, taxonomic classification using Kraken and functional classification using bwa showed that the transcriptomes of samples conserved in RNA Later were unchanged for up to 6 days even at room temperature, while RNA Protect was inefficient for storage durations exceeding 24 h. However, our data indicate that RNA Later introduces a bias which is then maintained throughout storage, while RNA Protect conserved samples are initially more similar to the snap frozen controls. RNA Later conserved samples had a reduced abundance of e.g. Prevotellaceae transcripts and were depleted for e.g. COG category “Carbohydrate transport and metabolism”. CONCLUSION: Since the overall similarity between all stool transcriptional profiles studied here was >0.92, these differences are unlikely to affect global comparisons, but should be taken into account when rare but critically important members of the stool microbiome are being studied. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1694-y) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4490624
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-44906242015-07-04 Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation Reck, Michael Tomasch, Jürgen Deng, Zhiluo Jarek, Michael Husemann, Peter Wagner-Döbler, Irene BMC Genomics Research Article BACKGROUND: The complex microbiome of the gut has an enormous impact on human health. Analysis of the transcriptional activity of microorganisms through mRNA sequencing (metatranscriptomics) opens a completely new window into their activity in vivo, but it is highly challenging due to numerous technical and bioinformatical obstacles. Here we present an optimized pipeline for extraction of high quality mRNA from stool samples. RESULTS: Comparison of three commercially available RNA extraction kits with the method of Zoetendal revealed that the Powermicrobiome Kit (MoBio) performed best with respect to RNA yield and purity. Next, the influence of the stabilization reagent during sample storage for up to 15 days was studied. RIN analysis and qRT-PCR of spiked-in and indigenous genes revealed that RNA Later preserved mRNA integrity most efficiently, while samples conserved in RNA Protect showed substantial mRNA decay. Using the optimized pipeline developed here, recovery rates for spiked-in E.coli cells expressing fluorescing proteins were 8.7-9.7 % for SuperfolderGFP and 14.7-17.8 % for mCherry. The mRNA of stabilized stool samples as well as of snap-frozen controls was sequenced with Illumina Hiseq, yielding on average 74 million reads per sample. PCoA analysis, taxonomic classification using Kraken and functional classification using bwa showed that the transcriptomes of samples conserved in RNA Later were unchanged for up to 6 days even at room temperature, while RNA Protect was inefficient for storage durations exceeding 24 h. However, our data indicate that RNA Later introduces a bias which is then maintained throughout storage, while RNA Protect conserved samples are initially more similar to the snap frozen controls. RNA Later conserved samples had a reduced abundance of e.g. Prevotellaceae transcripts and were depleted for e.g. COG category “Carbohydrate transport and metabolism”. CONCLUSION: Since the overall similarity between all stool transcriptional profiles studied here was >0.92, these differences are unlikely to affect global comparisons, but should be taken into account when rare but critically important members of the stool microbiome are being studied. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1694-y) contains supplementary material, which is available to authorized users. BioMed Central 2015-07-04 /pmc/articles/PMC4490624/ /pubmed/26140923 http://dx.doi.org/10.1186/s12864-015-1694-y Text en © Reck et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Reck, Michael
Tomasch, Jürgen
Deng, Zhiluo
Jarek, Michael
Husemann, Peter
Wagner-Döbler, Irene
Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation
title Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation
title_full Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation
title_fullStr Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation
title_full_unstemmed Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation
title_short Stool metatranscriptomics: A technical guideline for mRNA stabilisation and isolation
title_sort stool metatranscriptomics: a technical guideline for mrna stabilisation and isolation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4490624/
https://www.ncbi.nlm.nih.gov/pubmed/26140923
http://dx.doi.org/10.1186/s12864-015-1694-y
work_keys_str_mv AT reckmichael stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation
AT tomaschjurgen stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation
AT dengzhiluo stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation
AT jarekmichael stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation
AT husemannpeter stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation
AT wagnerdoblerirene stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation
AT stoolmetatranscriptomicsatechnicalguidelineformrnastabilisationandisolation