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Linkage between the intestinal microbiota and residual feed intake in broiler chickens

BACKGROUND: Intestinal microbiota plays a key role in nutrient digestion and utilization with a profound impact on feed efficiency of livestock animals. However, the intestinal microbes that are critically involved in feed efficiency remain elusive. METHODS: To identify intestinal bacteria associate...

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Autores principales: Liu, Jing, Stewart, Sydney N., Robinson, Kelsy, Yang, Qing, Lyu, Wentao, Whitmore, Melanie A., Zhang, Guolong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7879522/
https://www.ncbi.nlm.nih.gov/pubmed/33573700
http://dx.doi.org/10.1186/s40104-020-00542-2
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author Liu, Jing
Stewart, Sydney N.
Robinson, Kelsy
Yang, Qing
Lyu, Wentao
Whitmore, Melanie A.
Zhang, Guolong
author_facet Liu, Jing
Stewart, Sydney N.
Robinson, Kelsy
Yang, Qing
Lyu, Wentao
Whitmore, Melanie A.
Zhang, Guolong
author_sort Liu, Jing
collection PubMed
description BACKGROUND: Intestinal microbiota plays a key role in nutrient digestion and utilization with a profound impact on feed efficiency of livestock animals. However, the intestinal microbes that are critically involved in feed efficiency remain elusive. METHODS: To identify intestinal bacteria associated with residual feed intake (RFI) in chickens, male Cobb broiler chicks were individually housed from day 14 to day 35. Individual RFI values were calculated for 56 chickens. Luminal contents were collected from the ileum, cecum, and cloaca of each animal on day 35. Bacterial DNA was isolated and subjected to 16S rRNA gene sequencing. Intestinal microbiota was classified to the feature level using Deblur and QIIME 2. High and low RFI groups were formed by selecting 15 and 17 chickens with the most extreme RFI values for subsequent LEfSe comparison of the difference in the microbiota. Spearman correlation analysis was further performed to identify correlations between the intestinal microbiota composition and RFI. RESULTS: No significant difference in evenness, richness, and overall diversity of the microbiota in the ileum, cecum, or cloaca was observed between high and low RFI chickens. However, LEfSe analysis revealed a number of bacterial features being differentially enriched in either high or low RFI chickens. Spearman correlation analysis further identified many differentially enriched bacterial features to be significantly correlated with RFI (P < 0.05). Importantly, not all short-chain fatty acid (SCFA) producers showed a positive association with RFI. While two novel members of Oscillibacter and Butyricicoccus were more abundant in low-RFI, high-efficiency chickens, several other SCFA producers such as Subdoligranulum variabile and two related Peptostreptococcaceae members were negatively associated with feed efficiency. Moreover, a few closely-related Lachnospiraceae family members showed a positive correlation with feed efficiency, while others of the same family displayed an opposite relationship. CONCLUSIONS: Our results highlight the complexity of the intestinal microbiota and a need to differentiate the bacteria to the species, subspecies, and even strain levels in order to reveal their true association with feed efficiency. Identification of RFI-associated bacteria provides important leads to manipulate the intestinal microbiota for improving production efficiency, profitability, and sustainability of poultry production.
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spelling pubmed-78795222021-02-17 Linkage between the intestinal microbiota and residual feed intake in broiler chickens Liu, Jing Stewart, Sydney N. Robinson, Kelsy Yang, Qing Lyu, Wentao Whitmore, Melanie A. Zhang, Guolong J Anim Sci Biotechnol Research BACKGROUND: Intestinal microbiota plays a key role in nutrient digestion and utilization with a profound impact on feed efficiency of livestock animals. However, the intestinal microbes that are critically involved in feed efficiency remain elusive. METHODS: To identify intestinal bacteria associated with residual feed intake (RFI) in chickens, male Cobb broiler chicks were individually housed from day 14 to day 35. Individual RFI values were calculated for 56 chickens. Luminal contents were collected from the ileum, cecum, and cloaca of each animal on day 35. Bacterial DNA was isolated and subjected to 16S rRNA gene sequencing. Intestinal microbiota was classified to the feature level using Deblur and QIIME 2. High and low RFI groups were formed by selecting 15 and 17 chickens with the most extreme RFI values for subsequent LEfSe comparison of the difference in the microbiota. Spearman correlation analysis was further performed to identify correlations between the intestinal microbiota composition and RFI. RESULTS: No significant difference in evenness, richness, and overall diversity of the microbiota in the ileum, cecum, or cloaca was observed between high and low RFI chickens. However, LEfSe analysis revealed a number of bacterial features being differentially enriched in either high or low RFI chickens. Spearman correlation analysis further identified many differentially enriched bacterial features to be significantly correlated with RFI (P < 0.05). Importantly, not all short-chain fatty acid (SCFA) producers showed a positive association with RFI. While two novel members of Oscillibacter and Butyricicoccus were more abundant in low-RFI, high-efficiency chickens, several other SCFA producers such as Subdoligranulum variabile and two related Peptostreptococcaceae members were negatively associated with feed efficiency. Moreover, a few closely-related Lachnospiraceae family members showed a positive correlation with feed efficiency, while others of the same family displayed an opposite relationship. CONCLUSIONS: Our results highlight the complexity of the intestinal microbiota and a need to differentiate the bacteria to the species, subspecies, and even strain levels in order to reveal their true association with feed efficiency. Identification of RFI-associated bacteria provides important leads to manipulate the intestinal microbiota for improving production efficiency, profitability, and sustainability of poultry production. BioMed Central 2021-02-11 /pmc/articles/PMC7879522/ /pubmed/33573700 http://dx.doi.org/10.1186/s40104-020-00542-2 Text en © The Author(s) 2021 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/. 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 in a credit line to the data.
spellingShingle Research
Liu, Jing
Stewart, Sydney N.
Robinson, Kelsy
Yang, Qing
Lyu, Wentao
Whitmore, Melanie A.
Zhang, Guolong
Linkage between the intestinal microbiota and residual feed intake in broiler chickens
title Linkage between the intestinal microbiota and residual feed intake in broiler chickens
title_full Linkage between the intestinal microbiota and residual feed intake in broiler chickens
title_fullStr Linkage between the intestinal microbiota and residual feed intake in broiler chickens
title_full_unstemmed Linkage between the intestinal microbiota and residual feed intake in broiler chickens
title_short Linkage between the intestinal microbiota and residual feed intake in broiler chickens
title_sort linkage between the intestinal microbiota and residual feed intake in broiler chickens
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7879522/
https://www.ncbi.nlm.nih.gov/pubmed/33573700
http://dx.doi.org/10.1186/s40104-020-00542-2
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