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Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs
Archaea are considered a “keystone” of the gut microbiome and are linked with the host’s energy harvest and health. Although a few studies have investigated the gut archaea in pigs, especially piglets, little is known about the effects of weaning on archaeal structure and function. In this study, we...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8979004/ https://www.ncbi.nlm.nih.gov/pubmed/35387077 http://dx.doi.org/10.3389/fmicb.2022.845621 |
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author | Deng, Feilong Peng, Yunjuan Zhang, Zhihao Howe, Samantha Wu, Zhuosui Dou, Jieying Li, Yuling Wei, Xiaoyuan Wang, Xiaofan Liang, Yong Zhao, Jiangchao Li, Ying |
author_facet | Deng, Feilong Peng, Yunjuan Zhang, Zhihao Howe, Samantha Wu, Zhuosui Dou, Jieying Li, Yuling Wei, Xiaoyuan Wang, Xiaofan Liang, Yong Zhao, Jiangchao Li, Ying |
author_sort | Deng, Feilong |
collection | PubMed |
description | Archaea are considered a “keystone” of the gut microbiome and are linked with the host’s energy harvest and health. Although a few studies have investigated the gut archaea in pigs, especially piglets, little is known about the effects of weaning on archaeal structure and function. In this study, we explored the effects of weaning on the longitudinal changes of archaeal composition, diversity, and functional potential in pigs overtime by re-analyzing a recently published metagenomic dataset that included 176 fecal samples collected from commercial pigs on days 7, 14, 21, 28, 35, 70, and 140 after birth. Overall, the richness and diversity of archaeal species showed an increasing trend, and weaning significantly affected the richness of archaeal species. Methanobrevibacter A smithii significantly decreased and was replaced by Methanobrevibacter A sp900769095 within 2 weeks after weaning. For the functional potential, the richness of KEGG KOs increased over time. LEfSe analysis identified 18 KOs, including for example, ko04623 (cytosolic DNA-sensing pathway), ko00500 (starch and sucrose metabolism), and so on, significantly enriched in the weaning pigs, suggesting the involvement of archaea in the piglets’ adaptation to the new diet after weaning. Correlation analysis based on Random Forest regression and Pearson correlation showed that archaeal species richness was significantly associated with pig bodyweight on both days 70 and 140. Methanobrevibacter A sp900769095 (R = 0.405, p = 0.040) and Methanobrevibacter A smithii (R = 0.535, p = 0.004) were positively linked with pigs’ bodyweight on days 70 and 140, respectively. Our results revealed the dynamic changes of archaeal diversity and functions and demonstrated the effects of weaning on the gut archaea of pigs, suggesting archaea might play essential roles in swine nutrition, metabolism, and growth performance, especially during the critical weaning process. |
format | Online Article Text |
id | pubmed-8979004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89790042022-04-05 Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs Deng, Feilong Peng, Yunjuan Zhang, Zhihao Howe, Samantha Wu, Zhuosui Dou, Jieying Li, Yuling Wei, Xiaoyuan Wang, Xiaofan Liang, Yong Zhao, Jiangchao Li, Ying Front Microbiol Microbiology Archaea are considered a “keystone” of the gut microbiome and are linked with the host’s energy harvest and health. Although a few studies have investigated the gut archaea in pigs, especially piglets, little is known about the effects of weaning on archaeal structure and function. In this study, we explored the effects of weaning on the longitudinal changes of archaeal composition, diversity, and functional potential in pigs overtime by re-analyzing a recently published metagenomic dataset that included 176 fecal samples collected from commercial pigs on days 7, 14, 21, 28, 35, 70, and 140 after birth. Overall, the richness and diversity of archaeal species showed an increasing trend, and weaning significantly affected the richness of archaeal species. Methanobrevibacter A smithii significantly decreased and was replaced by Methanobrevibacter A sp900769095 within 2 weeks after weaning. For the functional potential, the richness of KEGG KOs increased over time. LEfSe analysis identified 18 KOs, including for example, ko04623 (cytosolic DNA-sensing pathway), ko00500 (starch and sucrose metabolism), and so on, significantly enriched in the weaning pigs, suggesting the involvement of archaea in the piglets’ adaptation to the new diet after weaning. Correlation analysis based on Random Forest regression and Pearson correlation showed that archaeal species richness was significantly associated with pig bodyweight on both days 70 and 140. Methanobrevibacter A sp900769095 (R = 0.405, p = 0.040) and Methanobrevibacter A smithii (R = 0.535, p = 0.004) were positively linked with pigs’ bodyweight on days 70 and 140, respectively. Our results revealed the dynamic changes of archaeal diversity and functions and demonstrated the effects of weaning on the gut archaea of pigs, suggesting archaea might play essential roles in swine nutrition, metabolism, and growth performance, especially during the critical weaning process. Frontiers Media S.A. 2022-03-21 /pmc/articles/PMC8979004/ /pubmed/35387077 http://dx.doi.org/10.3389/fmicb.2022.845621 Text en Copyright © 2022 Deng, Peng, Zhang, Howe, Wu, Dou, Li, Wei, Wang, Liang, Zhao and Li. 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 Deng, Feilong Peng, Yunjuan Zhang, Zhihao Howe, Samantha Wu, Zhuosui Dou, Jieying Li, Yuling Wei, Xiaoyuan Wang, Xiaofan Liang, Yong Zhao, Jiangchao Li, Ying Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs |
title | Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs |
title_full | Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs |
title_fullStr | Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs |
title_full_unstemmed | Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs |
title_short | Weaning Time Affects the Archaeal Community Structure and Functional Potential in Pigs |
title_sort | weaning time affects the archaeal community structure and functional potential in pigs |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8979004/ https://www.ncbi.nlm.nih.gov/pubmed/35387077 http://dx.doi.org/10.3389/fmicb.2022.845621 |
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