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Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model
BACKGROUND: Ruminal microbiota in early life plays critical roles in the life-time health and productivity of ruminant animals. However, understanding of the relationship between gut microbiota and ruminant phenotypes is very limited. Here, the relationship between the rectum microbiota, their prima...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080759/ https://www.ncbi.nlm.nih.gov/pubmed/37029437 http://dx.doi.org/10.1186/s40104-023-00850-3 |
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author | Wang, Dangdang Tang, Guangfu Zhao, Lichao Wang, Mengya Chen, Luyu Zhao, Congcong Liang, Ziqi Chen, Jie Cao, Yangchun Yao, Junhu |
author_facet | Wang, Dangdang Tang, Guangfu Zhao, Lichao Wang, Mengya Chen, Luyu Zhao, Congcong Liang, Ziqi Chen, Jie Cao, Yangchun Yao, Junhu |
author_sort | Wang, Dangdang |
collection | PubMed |
description | BACKGROUND: Ruminal microbiota in early life plays critical roles in the life-time health and productivity of ruminant animals. However, understanding of the relationship between gut microbiota and ruminant phenotypes is very limited. Here, the relationship between the rectum microbiota, their primary metabolites, and growth rate of a total of 76 young dairy goats (6-month-old) were analyzed, and then 10 goats with the highest or lowest growth rates respectively were further compared for the differences in the rectum microbiota, metabolites, and animal’s immune parameters, to investigate the potential mechanisms by which the rectum microbiota contributes to the health and growth rate. RESULTS: The analysis of Spearman correlation and microbial co-occurrence network indicated that some keystone rectum microbiota, including unclassified Prevotellaceae, Faecalibacterium and Succinivibrio, were the key modulators to shape the rectum microbiota and closely correlated with the rectum SCFA production and serum IgG, which contribute to the health and growth rate of young goats. In addition, random forest machine learning analysis suggested that six bacterial taxa in feces could be used as potential biomarkers for differentiating high or low growth rate goats, with 98.3% accuracy of prediction. Moreover, the rectum microbiota played more important roles in gut fermentation in early life (6-month-old) than in adulthood stage (19-month-old) of goats. CONCLUSION: We concluded that the rectum microbiota was associated with the health and growth rate of young goats, and can be a focus on the design of the early-life gut microbial intervention. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40104-023-00850-3. |
format | Online Article Text |
id | pubmed-10080759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100807592023-04-08 Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model Wang, Dangdang Tang, Guangfu Zhao, Lichao Wang, Mengya Chen, Luyu Zhao, Congcong Liang, Ziqi Chen, Jie Cao, Yangchun Yao, Junhu J Anim Sci Biotechnol Research BACKGROUND: Ruminal microbiota in early life plays critical roles in the life-time health and productivity of ruminant animals. However, understanding of the relationship between gut microbiota and ruminant phenotypes is very limited. Here, the relationship between the rectum microbiota, their primary metabolites, and growth rate of a total of 76 young dairy goats (6-month-old) were analyzed, and then 10 goats with the highest or lowest growth rates respectively were further compared for the differences in the rectum microbiota, metabolites, and animal’s immune parameters, to investigate the potential mechanisms by which the rectum microbiota contributes to the health and growth rate. RESULTS: The analysis of Spearman correlation and microbial co-occurrence network indicated that some keystone rectum microbiota, including unclassified Prevotellaceae, Faecalibacterium and Succinivibrio, were the key modulators to shape the rectum microbiota and closely correlated with the rectum SCFA production and serum IgG, which contribute to the health and growth rate of young goats. In addition, random forest machine learning analysis suggested that six bacterial taxa in feces could be used as potential biomarkers for differentiating high or low growth rate goats, with 98.3% accuracy of prediction. Moreover, the rectum microbiota played more important roles in gut fermentation in early life (6-month-old) than in adulthood stage (19-month-old) of goats. CONCLUSION: We concluded that the rectum microbiota was associated with the health and growth rate of young goats, and can be a focus on the design of the early-life gut microbial intervention. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40104-023-00850-3. BioMed Central 2023-04-07 /pmc/articles/PMC10080759/ /pubmed/37029437 http://dx.doi.org/10.1186/s40104-023-00850-3 Text en © The Author(s) 2023 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 Wang, Dangdang Tang, Guangfu Zhao, Lichao Wang, Mengya Chen, Luyu Zhao, Congcong Liang, Ziqi Chen, Jie Cao, Yangchun Yao, Junhu Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
title | Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
title_full | Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
title_fullStr | Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
title_full_unstemmed | Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
title_short | Potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
title_sort | potential roles of the rectum keystone microbiota in modulating the microbial community and growth performance in goat model |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080759/ https://www.ncbi.nlm.nih.gov/pubmed/37029437 http://dx.doi.org/10.1186/s40104-023-00850-3 |
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