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Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes
BACKGROUND: Antimicrobial resistance poses super challenges in both human health and livestock production. Rumen microbiota is a large reservoir of antibiotic resistance genes (ARGs), which show significant varations in different host species and lifestyles. To compare the microbiome and resistome b...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8247143/ https://www.ncbi.nlm.nih.gov/pubmed/34210366 http://dx.doi.org/10.1186/s42523-021-00103-6 |
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author | Sun, Hui-Zeng Peng, Ke-Lan Xue, Ming-Yuan Liu, Jian-Xin |
author_facet | Sun, Hui-Zeng Peng, Ke-Lan Xue, Ming-Yuan Liu, Jian-Xin |
author_sort | Sun, Hui-Zeng |
collection | PubMed |
description | BACKGROUND: Antimicrobial resistance poses super challenges in both human health and livestock production. Rumen microbiota is a large reservoir of antibiotic resistance genes (ARGs), which show significant varations in different host species and lifestyles. To compare the microbiome and resistome between dairy cows and dairy buffaloes, the microbial composition, functions and harbored ARGs of rumen microbiota were explored between 16 dairy cows (3.93 ± 1.34 years old) and 15 dairy buffaloes (4.80 ± 3.49 years old) using metagenomics. RESULTS: Dairy buffaloes showed significantly different bacterial species (LDA > 3.5 & P < 0.01), enriched KEGG pathways and CAZymes encoded genes (FDR < 0.01 & Fold Change > 2) in the rumen compared with dairy cows. Distinct resistive profiles were identified between dairy cows and dairy buffaloes. Among the total 505 ARGs discovered in the resistome of dairy cows and dairy buffaloes, 18 ARGs conferring resistance to 16 antibiotic classes were uniquely detected in dairy buffaloes. Gene tcmA (resistance to tetracenomycin C) presented high prevalence and age effect in dairy buffaloes, and was also highly positively correlated with 93 co-expressed ARGs in the rumen (R = 0.98 & P = 5E-11). In addition, 44 bacterial species under Lactobacillus genus were found to be associated with tcmA (R > 0.95 & P < 0.001). L. amylovorus and L. acidophilus showed greatest potential of harboring tcmA based on co-occurrence analysis and tcmA-containing contigs taxonomic alignment. CONCLUSIONS: The current study revealed distinctive microbiome and unique ARGs in dairy buffaloes compared to dairy cattle. Our results provide novel understanding on the microbiome and resistome of dairy buffaloes, the unique ARGs and associated bacteria will help develop strategies to prevent the transmission of ARGs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s42523-021-00103-6. |
format | Online Article Text |
id | pubmed-8247143 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82471432021-07-06 Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes Sun, Hui-Zeng Peng, Ke-Lan Xue, Ming-Yuan Liu, Jian-Xin Anim Microbiome Research Article BACKGROUND: Antimicrobial resistance poses super challenges in both human health and livestock production. Rumen microbiota is a large reservoir of antibiotic resistance genes (ARGs), which show significant varations in different host species and lifestyles. To compare the microbiome and resistome between dairy cows and dairy buffaloes, the microbial composition, functions and harbored ARGs of rumen microbiota were explored between 16 dairy cows (3.93 ± 1.34 years old) and 15 dairy buffaloes (4.80 ± 3.49 years old) using metagenomics. RESULTS: Dairy buffaloes showed significantly different bacterial species (LDA > 3.5 & P < 0.01), enriched KEGG pathways and CAZymes encoded genes (FDR < 0.01 & Fold Change > 2) in the rumen compared with dairy cows. Distinct resistive profiles were identified between dairy cows and dairy buffaloes. Among the total 505 ARGs discovered in the resistome of dairy cows and dairy buffaloes, 18 ARGs conferring resistance to 16 antibiotic classes were uniquely detected in dairy buffaloes. Gene tcmA (resistance to tetracenomycin C) presented high prevalence and age effect in dairy buffaloes, and was also highly positively correlated with 93 co-expressed ARGs in the rumen (R = 0.98 & P = 5E-11). In addition, 44 bacterial species under Lactobacillus genus were found to be associated with tcmA (R > 0.95 & P < 0.001). L. amylovorus and L. acidophilus showed greatest potential of harboring tcmA based on co-occurrence analysis and tcmA-containing contigs taxonomic alignment. CONCLUSIONS: The current study revealed distinctive microbiome and unique ARGs in dairy buffaloes compared to dairy cattle. Our results provide novel understanding on the microbiome and resistome of dairy buffaloes, the unique ARGs and associated bacteria will help develop strategies to prevent the transmission of ARGs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s42523-021-00103-6. BioMed Central 2021-07-01 /pmc/articles/PMC8247143/ /pubmed/34210366 http://dx.doi.org/10.1186/s42523-021-00103-6 Text en © The Author(s) 2021 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 Sun, Hui-Zeng Peng, Ke-Lan Xue, Ming-Yuan Liu, Jian-Xin Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
title | Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
title_full | Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
title_fullStr | Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
title_full_unstemmed | Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
title_short | Metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
title_sort | metagenomics analysis revealed the distinctive ruminal microbiome and resistive profiles in dairy buffaloes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8247143/ https://www.ncbi.nlm.nih.gov/pubmed/34210366 http://dx.doi.org/10.1186/s42523-021-00103-6 |
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