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Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks

Current information on the differences between rumen bacteria and metabolites of the grass-fed and grain-fed yaks is limited. Understanding the composition and alterations of rumen microbial metabolites is important to clarify its potential role in grass-fed and grain-fed systems. The aim of this re...

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Autores principales: Xu, Chenchen, Liu, Wenwen, Sun, Baozhong, Zhang, Songshan, Zhang, Shou, Yang, Yuanli, Lei, Yuanhua, Chang, Lan, Xie, Peng, Suo, Huayi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8377600/
https://www.ncbi.nlm.nih.gov/pubmed/34421832
http://dx.doi.org/10.3389/fmicb.2021.642959
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author Xu, Chenchen
Liu, Wenwen
Sun, Baozhong
Zhang, Songshan
Zhang, Shou
Yang, Yuanli
Lei, Yuanhua
Chang, Lan
Xie, Peng
Suo, Huayi
author_facet Xu, Chenchen
Liu, Wenwen
Sun, Baozhong
Zhang, Songshan
Zhang, Shou
Yang, Yuanli
Lei, Yuanhua
Chang, Lan
Xie, Peng
Suo, Huayi
author_sort Xu, Chenchen
collection PubMed
description Current information on the differences between rumen bacteria and metabolites of the grass-fed and grain-fed yaks is limited. Understanding the composition and alterations of rumen microbial metabolites is important to clarify its potential role in grass-fed and grain-fed systems. The aim of this research was to explore the influence of different production systems on the functional attributes and metabolites in the rumen microbiota of yak using genomics (Illumina MiSeq sequencing of the 16S rRNA gene) and untargeted metabolomics (UHPLC-QTOF-MS). Rumen samples were obtained from grass-fed (C), grain-fed for 3-month (G3), and grain-fed for 6-month yaks (G6). Results showed that the grain-fed yaks presented a lower rumen bacterial richness and diversity when compared to grass-fed yaks. Bacteroidota, Firmicutes, and Fibrobacterota were the main bacterial phyla. At the phylum and genus level, the grass-fed yaks significantly increased the abundance of Fibrobacterota and Fibrobacter (p < 0.05), respectively. The metabolomics analysis revealed that the metabolite profiles differed among the three groups. Compared with the grass-fed group, grain feeding significantly increased azelaic acid, hypoxanthine, uridine, L-phenylalanine, anserine, and decreased alpha-linolenic acid, adenine. Pathway enrichment analysis showed significant differences in metabolic pathways among all comparison groups, but the glycerophospholipid metabolism and alpha-linolenic acid metabolism pathway were common key metabolic pathways. This study showed that the combined analysis of microbiota and metabolites could distinguish different production systems and the fattening time of yaks, providing novel insights for us to understand the function of the rumen bacteria.
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spelling pubmed-83776002021-08-21 Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks Xu, Chenchen Liu, Wenwen Sun, Baozhong Zhang, Songshan Zhang, Shou Yang, Yuanli Lei, Yuanhua Chang, Lan Xie, Peng Suo, Huayi Front Microbiol Microbiology Current information on the differences between rumen bacteria and metabolites of the grass-fed and grain-fed yaks is limited. Understanding the composition and alterations of rumen microbial metabolites is important to clarify its potential role in grass-fed and grain-fed systems. The aim of this research was to explore the influence of different production systems on the functional attributes and metabolites in the rumen microbiota of yak using genomics (Illumina MiSeq sequencing of the 16S rRNA gene) and untargeted metabolomics (UHPLC-QTOF-MS). Rumen samples were obtained from grass-fed (C), grain-fed for 3-month (G3), and grain-fed for 6-month yaks (G6). Results showed that the grain-fed yaks presented a lower rumen bacterial richness and diversity when compared to grass-fed yaks. Bacteroidota, Firmicutes, and Fibrobacterota were the main bacterial phyla. At the phylum and genus level, the grass-fed yaks significantly increased the abundance of Fibrobacterota and Fibrobacter (p < 0.05), respectively. The metabolomics analysis revealed that the metabolite profiles differed among the three groups. Compared with the grass-fed group, grain feeding significantly increased azelaic acid, hypoxanthine, uridine, L-phenylalanine, anserine, and decreased alpha-linolenic acid, adenine. Pathway enrichment analysis showed significant differences in metabolic pathways among all comparison groups, but the glycerophospholipid metabolism and alpha-linolenic acid metabolism pathway were common key metabolic pathways. This study showed that the combined analysis of microbiota and metabolites could distinguish different production systems and the fattening time of yaks, providing novel insights for us to understand the function of the rumen bacteria. Frontiers Media S.A. 2021-08-06 /pmc/articles/PMC8377600/ /pubmed/34421832 http://dx.doi.org/10.3389/fmicb.2021.642959 Text en Copyright © 2021 Xu, Liu, Sun, Zhang, Zhang, Yang, Lei, Chang, Xie and Suo. https://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
Xu, Chenchen
Liu, Wenwen
Sun, Baozhong
Zhang, Songshan
Zhang, Shou
Yang, Yuanli
Lei, Yuanhua
Chang, Lan
Xie, Peng
Suo, Huayi
Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks
title Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks
title_full Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks
title_fullStr Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks
title_full_unstemmed Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks
title_short Multi-Omics Analysis Reveals a Dependent Relationship Between Rumen Bacteria and Diet of Grass- and Grain-Fed Yaks
title_sort multi-omics analysis reveals a dependent relationship between rumen bacteria and diet of grass- and grain-fed yaks
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8377600/
https://www.ncbi.nlm.nih.gov/pubmed/34421832
http://dx.doi.org/10.3389/fmicb.2021.642959
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