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Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep
BACKGROUND: Ruminants are important contributors to global methane emissions via microbial fermentation in their reticulo-rumens. This study is part of a larger program, characterising the rumen microbiomes of sheep which vary naturally in methane yield (g CH(4)/kg DM/day) and aims to define differe...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549432/ https://www.ncbi.nlm.nih.gov/pubmed/28789673 http://dx.doi.org/10.1186/s13104-017-2671-0 |
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author | Kamke, Janine Soni, Priya Li, Yang Ganesh, Siva Kelly, William J. Leahy, Sinead C. Shi, Weibing Froula, Jeff Rubin, Edward M. Attwood, Graeme T. |
author_facet | Kamke, Janine Soni, Priya Li, Yang Ganesh, Siva Kelly, William J. Leahy, Sinead C. Shi, Weibing Froula, Jeff Rubin, Edward M. Attwood, Graeme T. |
author_sort | Kamke, Janine |
collection | PubMed |
description | BACKGROUND: Ruminants are important contributors to global methane emissions via microbial fermentation in their reticulo-rumens. This study is part of a larger program, characterising the rumen microbiomes of sheep which vary naturally in methane yield (g CH(4)/kg DM/day) and aims to define differences in microbial communities, and in gene and transcript abundances that can explain the animal methane phenotype. METHODS: Rumen microbiome metagenomic and metatranscriptomic data were analysed by Gene Set Enrichment, sparse partial least squares regression and the Wilcoxon Rank Sum test to estimate correlations between specific KEGG bacterial pathways/genes and high methane yield in sheep. KEGG genes enriched in high methane yield sheep were reassembled from raw reads and existing contigs and analysed by MEGAN to predict their phylogenetic origin. Protein coding sequences from Succinivibrio dextrinosolvens strains were analysed using Effective DB to predict bacterial type III secreted proteins. The effect of S. dextrinosolvens strain H5 growth on methane formation by rumen methanogens was explored using co-cultures. RESULTS: Detailed analysis of the rumen microbiomes of high methane yield sheep shows that gene and transcript abundances of bacterial type III secretion system genes are positively correlated with methane yield in sheep. Most of the bacterial type III secretion system genes could not be assigned to a particular bacterial group, but several genes were affiliated with the genus Succinivibrio, and searches of bacterial genome sequences found that strains of S. dextrinosolvens were part of a small group of rumen bacteria that encode this type of secretion system. In co-culture experiments, S. dextrinosolvens strain H5 showed a growth-enhancing effect on a methanogen belonging to the order Methanomassiliicoccales, and inhibition of a representative of the Methanobrevibacter gottschalkii clade. CONCLUSIONS: This is the first report of bacterial type III secretion system genes being associated with high methane emissions in ruminants, and identifies these secretions systems as potential new targets for methane mitigation research. The effects of S. dextrinosolvens on the growth of rumen methanogens in co-cultures indicate that bacteria-methanogen interactions are important modulators of methane production in ruminant animals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13104-017-2671-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5549432 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-55494322017-08-11 Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep Kamke, Janine Soni, Priya Li, Yang Ganesh, Siva Kelly, William J. Leahy, Sinead C. Shi, Weibing Froula, Jeff Rubin, Edward M. Attwood, Graeme T. BMC Res Notes Research Article BACKGROUND: Ruminants are important contributors to global methane emissions via microbial fermentation in their reticulo-rumens. This study is part of a larger program, characterising the rumen microbiomes of sheep which vary naturally in methane yield (g CH(4)/kg DM/day) and aims to define differences in microbial communities, and in gene and transcript abundances that can explain the animal methane phenotype. METHODS: Rumen microbiome metagenomic and metatranscriptomic data were analysed by Gene Set Enrichment, sparse partial least squares regression and the Wilcoxon Rank Sum test to estimate correlations between specific KEGG bacterial pathways/genes and high methane yield in sheep. KEGG genes enriched in high methane yield sheep were reassembled from raw reads and existing contigs and analysed by MEGAN to predict their phylogenetic origin. Protein coding sequences from Succinivibrio dextrinosolvens strains were analysed using Effective DB to predict bacterial type III secreted proteins. The effect of S. dextrinosolvens strain H5 growth on methane formation by rumen methanogens was explored using co-cultures. RESULTS: Detailed analysis of the rumen microbiomes of high methane yield sheep shows that gene and transcript abundances of bacterial type III secretion system genes are positively correlated with methane yield in sheep. Most of the bacterial type III secretion system genes could not be assigned to a particular bacterial group, but several genes were affiliated with the genus Succinivibrio, and searches of bacterial genome sequences found that strains of S. dextrinosolvens were part of a small group of rumen bacteria that encode this type of secretion system. In co-culture experiments, S. dextrinosolvens strain H5 showed a growth-enhancing effect on a methanogen belonging to the order Methanomassiliicoccales, and inhibition of a representative of the Methanobrevibacter gottschalkii clade. CONCLUSIONS: This is the first report of bacterial type III secretion system genes being associated with high methane emissions in ruminants, and identifies these secretions systems as potential new targets for methane mitigation research. The effects of S. dextrinosolvens on the growth of rumen methanogens in co-cultures indicate that bacteria-methanogen interactions are important modulators of methane production in ruminant animals. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13104-017-2671-0) contains supplementary material, which is available to authorized users. BioMed Central 2017-08-08 /pmc/articles/PMC5549432/ /pubmed/28789673 http://dx.doi.org/10.1186/s13104-017-2671-0 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 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 Kamke, Janine Soni, Priya Li, Yang Ganesh, Siva Kelly, William J. Leahy, Sinead C. Shi, Weibing Froula, Jeff Rubin, Edward M. Attwood, Graeme T. Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep |
title | Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep |
title_full | Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep |
title_fullStr | Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep |
title_full_unstemmed | Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep |
title_short | Gene and transcript abundances of bacterial type III secretion systems from the rumen microbiome are correlated with methane yield in sheep |
title_sort | gene and transcript abundances of bacterial type iii secretion systems from the rumen microbiome are correlated with methane yield in sheep |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5549432/ https://www.ncbi.nlm.nih.gov/pubmed/28789673 http://dx.doi.org/10.1186/s13104-017-2671-0 |
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