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Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake
BACKGROUND: Rumen microbial composition and functions have vital roles in feed digestion and fermentation and are linked to feed efficiency in cattle. This study selected Holstein cows, which are high in both milk protein content and milk yield, to analyse the relationship between the rumen microbio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8902708/ https://www.ncbi.nlm.nih.gov/pubmed/35260198 http://dx.doi.org/10.1186/s42523-022-00170-3 |
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author | Xie, Yunyi Sun, Huizeng Xue, Mingyuan Liu, Jianxin |
author_facet | Xie, Yunyi Sun, Huizeng Xue, Mingyuan Liu, Jianxin |
author_sort | Xie, Yunyi |
collection | PubMed |
description | BACKGROUND: Rumen microbial composition and functions have vital roles in feed digestion and fermentation and are linked to feed efficiency in cattle. This study selected Holstein cows, which are high in both milk protein content and milk yield, to analyse the relationship between the rumen microbiota and residual feed intake (RFI). Eighteen multiparous lactating cows were divided into low RFI (LRFI, high efficiency, n = 9) and high RFI (HRFI, low efficiency, n = 9) groups to investigate the differences in microbial composition and functions. RESULTS: The relative abundances of butyrate producers, including the Clostridium, Butyrivibrio, Eubacterium and Blautia genera, were higher in HRFI cows than in LRFI cows (P < 0.05). Four carbohydrate metabolic pathways (glycolysis/gluconeogenesis, pentose phosphate pathway, fructose and mannose metabolism, and butanoate metabolism) and one energy metabolism pathway (methane metabolism), were more abundant in HRFI animals (P < 0.05). Quorum sensing and DNA replication pathways were more abundant in HRFI cows. For CAZyme profiles, 14 out of 19 genes encoding carbohydrates-deconstructing enzymes were more abundant in HRFI cows (P < 0.05). Seven Lachnospiraceae species associated with carbohydrate metabolism and quorum sensing may contribute to the difference in feed efficiency. Moreover, the LRFI cows had lower abundances of Methanosphaera (P < 0.01), Methanobrevibacter ruminantium (P = 0.09) and methanogenesis functions (P = 0.04). CONCLUSIONS: The rumen microbiota of low-efficiency cows has stronger abilities to degrade carbohydrates and produce methane, and quorum sensing pathways could also be associated with differences in feed efficiency. This study provides a deeper understanding of the microbial ecology of dairy cows with different feed efficiencies and highlights the possibility of modulating the rumen microbiome or microbial functions to improve the feed efficiency of dairy cows. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s42523-022-00170-3. |
format | Online Article Text |
id | pubmed-8902708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89027082022-03-18 Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake Xie, Yunyi Sun, Huizeng Xue, Mingyuan Liu, Jianxin Anim Microbiome Research Article BACKGROUND: Rumen microbial composition and functions have vital roles in feed digestion and fermentation and are linked to feed efficiency in cattle. This study selected Holstein cows, which are high in both milk protein content and milk yield, to analyse the relationship between the rumen microbiota and residual feed intake (RFI). Eighteen multiparous lactating cows were divided into low RFI (LRFI, high efficiency, n = 9) and high RFI (HRFI, low efficiency, n = 9) groups to investigate the differences in microbial composition and functions. RESULTS: The relative abundances of butyrate producers, including the Clostridium, Butyrivibrio, Eubacterium and Blautia genera, were higher in HRFI cows than in LRFI cows (P < 0.05). Four carbohydrate metabolic pathways (glycolysis/gluconeogenesis, pentose phosphate pathway, fructose and mannose metabolism, and butanoate metabolism) and one energy metabolism pathway (methane metabolism), were more abundant in HRFI animals (P < 0.05). Quorum sensing and DNA replication pathways were more abundant in HRFI cows. For CAZyme profiles, 14 out of 19 genes encoding carbohydrates-deconstructing enzymes were more abundant in HRFI cows (P < 0.05). Seven Lachnospiraceae species associated with carbohydrate metabolism and quorum sensing may contribute to the difference in feed efficiency. Moreover, the LRFI cows had lower abundances of Methanosphaera (P < 0.01), Methanobrevibacter ruminantium (P = 0.09) and methanogenesis functions (P = 0.04). CONCLUSIONS: The rumen microbiota of low-efficiency cows has stronger abilities to degrade carbohydrates and produce methane, and quorum sensing pathways could also be associated with differences in feed efficiency. This study provides a deeper understanding of the microbial ecology of dairy cows with different feed efficiencies and highlights the possibility of modulating the rumen microbiome or microbial functions to improve the feed efficiency of dairy cows. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s42523-022-00170-3. BioMed Central 2022-03-08 /pmc/articles/PMC8902708/ /pubmed/35260198 http://dx.doi.org/10.1186/s42523-022-00170-3 Text en © The Author(s) 2022 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/) . |
spellingShingle | Research Article Xie, Yunyi Sun, Huizeng Xue, Mingyuan Liu, Jianxin Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
title | Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
title_full | Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
title_fullStr | Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
title_full_unstemmed | Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
title_short | Metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
title_sort | metagenomics reveals differences in microbial composition and metabolic functions in the rumen of dairy cows with different residual feed intake |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8902708/ https://www.ncbi.nlm.nih.gov/pubmed/35260198 http://dx.doi.org/10.1186/s42523-022-00170-3 |
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