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Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency
Understanding host-microbial interactions in the rumen and its influence on desirable production traits may lead to potential microbiota manipulation or genetic selection for improved cattle feed efficiency. This study investigated the host transcriptome and its correlation with the rumen archaea an...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10533831/ https://www.ncbi.nlm.nih.gov/pubmed/37758745 http://dx.doi.org/10.1038/s41598-023-43097-8 |
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author | Fonseca, P. A. S. Lam, S. Chen, Y. Waters, S. M. Guan, L. L. Cánovas, A. |
author_facet | Fonseca, P. A. S. Lam, S. Chen, Y. Waters, S. M. Guan, L. L. Cánovas, A. |
author_sort | Fonseca, P. A. S. |
collection | PubMed |
description | Understanding host-microbial interactions in the rumen and its influence on desirable production traits may lead to potential microbiota manipulation or genetic selection for improved cattle feed efficiency. This study investigated the host transcriptome and its correlation with the rumen archaea and bacteria differential abundance of two pure beef cattle breeds (Angus and Charolais) and one composite beef hybrid (Kinsella) divergent for residual feed intake (RFI; low-RFI vs. high-RFI). Using RNA-Sequencing of rumen tissue and 16S rRNA gene amplicon sequencing, differentially expressed genes (FDR ≤ 0.05, |log(2)(Fold-change) >|2) and differentially abundant (p-value < 0.05) archaea and bacteria amplicon sequence variants (ASV) were determined. Significant correlations between gene expression and ASVs (p-value < 0.05) were determine using Spearman correlation. Interesting associations with muscle contraction and the modulation of the immune system were observed for the genes correlated with bacterial ASVs. Potential functional candidate genes for feed efficiency status were identified for Angus (CCL17, CCR3, and CXCL10), Charolais (KCNK9, GGT1 and IL6), and Kinsella breed (ESR2). The results obtained here provide more insights regarding the applicability of target host and rumen microbial traits for the selection and breeding of more feed efficient beef cattle. |
format | Online Article Text |
id | pubmed-10533831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105338312023-09-29 Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency Fonseca, P. A. S. Lam, S. Chen, Y. Waters, S. M. Guan, L. L. Cánovas, A. Sci Rep Article Understanding host-microbial interactions in the rumen and its influence on desirable production traits may lead to potential microbiota manipulation or genetic selection for improved cattle feed efficiency. This study investigated the host transcriptome and its correlation with the rumen archaea and bacteria differential abundance of two pure beef cattle breeds (Angus and Charolais) and one composite beef hybrid (Kinsella) divergent for residual feed intake (RFI; low-RFI vs. high-RFI). Using RNA-Sequencing of rumen tissue and 16S rRNA gene amplicon sequencing, differentially expressed genes (FDR ≤ 0.05, |log(2)(Fold-change) >|2) and differentially abundant (p-value < 0.05) archaea and bacteria amplicon sequence variants (ASV) were determined. Significant correlations between gene expression and ASVs (p-value < 0.05) were determine using Spearman correlation. Interesting associations with muscle contraction and the modulation of the immune system were observed for the genes correlated with bacterial ASVs. Potential functional candidate genes for feed efficiency status were identified for Angus (CCL17, CCR3, and CXCL10), Charolais (KCNK9, GGT1 and IL6), and Kinsella breed (ESR2). The results obtained here provide more insights regarding the applicability of target host and rumen microbial traits for the selection and breeding of more feed efficient beef cattle. Nature Publishing Group UK 2023-09-27 /pmc/articles/PMC10533831/ /pubmed/37758745 http://dx.doi.org/10.1038/s41598-023-43097-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 | Article Fonseca, P. A. S. Lam, S. Chen, Y. Waters, S. M. Guan, L. L. Cánovas, A. Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
title | Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
title_full | Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
title_fullStr | Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
title_full_unstemmed | Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
title_short | Multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
title_sort | multi-breed host rumen epithelium transcriptome and microbiome associations and their relationship with beef cattle feed efficiency |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10533831/ https://www.ncbi.nlm.nih.gov/pubmed/37758745 http://dx.doi.org/10.1038/s41598-023-43097-8 |
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