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Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling
Condensed tannins (CT) from sainfoin have a high capacity to inhibit proteolysis. A previous study reported that CT from sainfoin can inhibit lactic acid bacteria activity and decrease ammonium-nitrogen (N) content during sainfoin ensiling; however, no study has focused on the metabolome of ensiled...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9433569/ https://www.ncbi.nlm.nih.gov/pubmed/36060786 http://dx.doi.org/10.3389/fmicb.2022.976118 |
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author | Huang, Rong Zheng Wang, Xuzhe Ma, Chunhui Zhang, Fanfan |
author_facet | Huang, Rong Zheng Wang, Xuzhe Ma, Chunhui Zhang, Fanfan |
author_sort | Huang, Rong Zheng |
collection | PubMed |
description | Condensed tannins (CT) from sainfoin have a high capacity to inhibit proteolysis. A previous study reported that CT from sainfoin can inhibit lactic acid bacteria activity and decrease ammonium-nitrogen (N) content during sainfoin ensiling; however, no study has focused on the metabolome of ensiled sainfoin. The objective of the present study was to investigate the effects of CT [following supplementation of deactivated CT with polyethylene glycol (PEG)] on protease activity, keystone bacteria, and metabolome during sainfoin ensiling. According to the results, PEG amendment increased non-protein N, amino acid, and soluble protein contents significantly (in the 49.08–59.41, 116.01–64.22, and 23.5–41.94% ranges, respectively, p < 0.05) during ensiling, whereas neutral detergent-insoluble protein and acid detergent-insoluble protein were decreased significantly (in the 55.98–64.71 and 36.58–57.55% ranges, respectively, p < 0.05). PEG supplementation increased aminopeptidase and acid protease activity after 3 days of ensiling (p < 0.05) and increased carboxypeptidase activity during the entire ensiling process (p < 0.05). The keystone bacteria changed following PEG addition (Stenotrophomonas, Pantoea, and Cellulosimicrobium in the control vs. Microbacterium, Enterococcus, and Brevundimonas in the PEG-treated group). In total, 510 metabolites were identified after 60 days of sainfoin ensiling, with 33 metabolites annotated in the Kyoto Encyclopedia of Genes and Genomes database. Among the metabolites, phospholipids were the most abundant (72.7% of 33 metabolites). In addition, 10 upregulated and 23 downregulated metabolites were identified in the PEG-treated group when compared with the control group, after 60 days of ensiling (p < 0.05). Pediococcus (correlated with 20 metabolites, R(2) > 0.88, p < 0.05) and Lactobacillus (correlated with 16 metabolites, R(2) > 0.88, p < 0.05) were the bacteria most correlated with metabolites. The results suggested antagonistic effects between Lactobacillus and Pediococcus during ensiling. The decreased proteolysis during sainfoin ensiling was mainly attributed to the inhibition of protease activity by CT, particularly carboxypeptidase activity. In addition, proteolysis decreased partly due to CT inhibiting Pediococcus activity during ensiling, with Pediococcus being significantly and positively correlated with dopamine after 60 days of ensiling (R(2) = 0.8857, p < 0.05). |
format | Online Article Text |
id | pubmed-9433569 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94335692022-09-02 Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling Huang, Rong Zheng Wang, Xuzhe Ma, Chunhui Zhang, Fanfan Front Microbiol Microbiology Condensed tannins (CT) from sainfoin have a high capacity to inhibit proteolysis. A previous study reported that CT from sainfoin can inhibit lactic acid bacteria activity and decrease ammonium-nitrogen (N) content during sainfoin ensiling; however, no study has focused on the metabolome of ensiled sainfoin. The objective of the present study was to investigate the effects of CT [following supplementation of deactivated CT with polyethylene glycol (PEG)] on protease activity, keystone bacteria, and metabolome during sainfoin ensiling. According to the results, PEG amendment increased non-protein N, amino acid, and soluble protein contents significantly (in the 49.08–59.41, 116.01–64.22, and 23.5–41.94% ranges, respectively, p < 0.05) during ensiling, whereas neutral detergent-insoluble protein and acid detergent-insoluble protein were decreased significantly (in the 55.98–64.71 and 36.58–57.55% ranges, respectively, p < 0.05). PEG supplementation increased aminopeptidase and acid protease activity after 3 days of ensiling (p < 0.05) and increased carboxypeptidase activity during the entire ensiling process (p < 0.05). The keystone bacteria changed following PEG addition (Stenotrophomonas, Pantoea, and Cellulosimicrobium in the control vs. Microbacterium, Enterococcus, and Brevundimonas in the PEG-treated group). In total, 510 metabolites were identified after 60 days of sainfoin ensiling, with 33 metabolites annotated in the Kyoto Encyclopedia of Genes and Genomes database. Among the metabolites, phospholipids were the most abundant (72.7% of 33 metabolites). In addition, 10 upregulated and 23 downregulated metabolites were identified in the PEG-treated group when compared with the control group, after 60 days of ensiling (p < 0.05). Pediococcus (correlated with 20 metabolites, R(2) > 0.88, p < 0.05) and Lactobacillus (correlated with 16 metabolites, R(2) > 0.88, p < 0.05) were the bacteria most correlated with metabolites. The results suggested antagonistic effects between Lactobacillus and Pediococcus during ensiling. The decreased proteolysis during sainfoin ensiling was mainly attributed to the inhibition of protease activity by CT, particularly carboxypeptidase activity. In addition, proteolysis decreased partly due to CT inhibiting Pediococcus activity during ensiling, with Pediococcus being significantly and positively correlated with dopamine after 60 days of ensiling (R(2) = 0.8857, p < 0.05). Frontiers Media S.A. 2022-08-18 /pmc/articles/PMC9433569/ /pubmed/36060786 http://dx.doi.org/10.3389/fmicb.2022.976118 Text en Copyright © 2022 Huang, Wang, Ma and Zhang. 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 Huang, Rong Zheng Wang, Xuzhe Ma, Chunhui Zhang, Fanfan Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
title | Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
title_full | Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
title_fullStr | Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
title_full_unstemmed | Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
title_short | Effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
title_sort | effects of intrinsic tannins on proteolysis dynamics, protease activity, and metabolome during sainfoin ensiling |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9433569/ https://www.ncbi.nlm.nih.gov/pubmed/36060786 http://dx.doi.org/10.3389/fmicb.2022.976118 |
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