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Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs
Gut microbiota has indispensable roles in nutrient digestion and energy harvesting, especially in processing the indigestible components of dietary polysaccharides. Searching for the microbial taxa and functional capacity of the gut microbiome associated with feed efficiency (FE) can provide importa...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6361760/ https://www.ncbi.nlm.nih.gov/pubmed/30761104 http://dx.doi.org/10.3389/fmicb.2019.00052 |
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author | Quan, Jianping Cai, Gengyuan Yang, Ming Zeng, Zhonghua Ding, Rongrong Wang, Xingwang Zhuang, Zhanwei Zhou, Shenping Li, Shaoyun Yang, Huaqiang Li, Zicong Zheng, Enqin Huang, Wen Yang, Jie Wu, Zhenfang |
author_facet | Quan, Jianping Cai, Gengyuan Yang, Ming Zeng, Zhonghua Ding, Rongrong Wang, Xingwang Zhuang, Zhanwei Zhou, Shenping Li, Shaoyun Yang, Huaqiang Li, Zicong Zheng, Enqin Huang, Wen Yang, Jie Wu, Zhenfang |
author_sort | Quan, Jianping |
collection | PubMed |
description | Gut microbiota has indispensable roles in nutrient digestion and energy harvesting, especially in processing the indigestible components of dietary polysaccharides. Searching for the microbial taxa and functional capacity of the gut microbiome associated with feed efficiency (FE) can provide important knowledge to increase profitability and sustainability of the swine industry. In the current study, we performed a comparative analysis of the fecal microbiota in 50 commercial Duroc × (Landrace × Yorkshire) (DLY) pigs with polarizing FE using 16S rRNA gene sequencing and shotgun metagenomic sequencing. There was a different microbial community structure in the fecal microbiota of pigs with different FE. Random forest analysis identified 24 operational taxonomic units (OTUs) as potential biomarkers to improve swine FE. Multiple comparison analysis detected 8 OTUs with a significant difference or tendency toward a difference between high- and low-FE pigs (P < 0.01, q < 0.1). The high-FE pigs had a greater abundance of OTUs that were from the Lachnospiraceae and Prevotellaceae families and the Escherichia-Shigella and Streptococcus genera than low-FE pigs. A sub-species Streptococcus gallolyticus subsp. gallolyticus could be an important candidate for improving FE. The functional capacity analysis found 18 KEGG pathways and CAZy EC activities that were different between high- and low-FE pigs. The fecal microbiota in high FE pigs have greater functional capacity to degrade dietary cellulose, polysaccharides, and protein and may have a greater abundance of microbes that can promote intestinal health. These results provided insights for improving porcine FE through modulating the gut microbiome. |
format | Online Article Text |
id | pubmed-6361760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63617602019-02-13 Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs Quan, Jianping Cai, Gengyuan Yang, Ming Zeng, Zhonghua Ding, Rongrong Wang, Xingwang Zhuang, Zhanwei Zhou, Shenping Li, Shaoyun Yang, Huaqiang Li, Zicong Zheng, Enqin Huang, Wen Yang, Jie Wu, Zhenfang Front Microbiol Microbiology Gut microbiota has indispensable roles in nutrient digestion and energy harvesting, especially in processing the indigestible components of dietary polysaccharides. Searching for the microbial taxa and functional capacity of the gut microbiome associated with feed efficiency (FE) can provide important knowledge to increase profitability and sustainability of the swine industry. In the current study, we performed a comparative analysis of the fecal microbiota in 50 commercial Duroc × (Landrace × Yorkshire) (DLY) pigs with polarizing FE using 16S rRNA gene sequencing and shotgun metagenomic sequencing. There was a different microbial community structure in the fecal microbiota of pigs with different FE. Random forest analysis identified 24 operational taxonomic units (OTUs) as potential biomarkers to improve swine FE. Multiple comparison analysis detected 8 OTUs with a significant difference or tendency toward a difference between high- and low-FE pigs (P < 0.01, q < 0.1). The high-FE pigs had a greater abundance of OTUs that were from the Lachnospiraceae and Prevotellaceae families and the Escherichia-Shigella and Streptococcus genera than low-FE pigs. A sub-species Streptococcus gallolyticus subsp. gallolyticus could be an important candidate for improving FE. The functional capacity analysis found 18 KEGG pathways and CAZy EC activities that were different between high- and low-FE pigs. The fecal microbiota in high FE pigs have greater functional capacity to degrade dietary cellulose, polysaccharides, and protein and may have a greater abundance of microbes that can promote intestinal health. These results provided insights for improving porcine FE through modulating the gut microbiome. Frontiers Media S.A. 2019-01-29 /pmc/articles/PMC6361760/ /pubmed/30761104 http://dx.doi.org/10.3389/fmicb.2019.00052 Text en Copyright © 2019 Quan, Cai, Yang, Zeng, Ding, Wang, Zhuang, Zhou, Li, Yang, Li, Zheng, Huang, Yang and Wu. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Quan, Jianping Cai, Gengyuan Yang, Ming Zeng, Zhonghua Ding, Rongrong Wang, Xingwang Zhuang, Zhanwei Zhou, Shenping Li, Shaoyun Yang, Huaqiang Li, Zicong Zheng, Enqin Huang, Wen Yang, Jie Wu, Zhenfang Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs |
title | Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs |
title_full | Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs |
title_fullStr | Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs |
title_full_unstemmed | Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs |
title_short | Exploring the Fecal Microbial Composition and Metagenomic Functional Capacities Associated With Feed Efficiency in Commercial DLY Pigs |
title_sort | exploring the fecal microbial composition and metagenomic functional capacities associated with feed efficiency in commercial dly pigs |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6361760/ https://www.ncbi.nlm.nih.gov/pubmed/30761104 http://dx.doi.org/10.3389/fmicb.2019.00052 |
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