Cargando…
Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages
OBJECTIVE: This study aimed to analyze the fermentation quality, microbial community, and volatile metabolites of oat silage harvested at two different stages, while examining the correlation between microorganisms and volatile metabolites. METHODS: Oats were harvested at two growth stages (pre-head...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657850/ https://www.ncbi.nlm.nih.gov/pubmed/38023849 http://dx.doi.org/10.3389/fpls.2023.1278715 |
_version_ | 1785137315006382080 |
---|---|
author | Deng, Xiaochen Jia, Yushan Ge, Gentu Wang, Zhijun Liu, Mingjian Bao, Jian Zhao, Muqier Si, Qiang Liu, Yichao Zhao, Weixuan |
author_facet | Deng, Xiaochen Jia, Yushan Ge, Gentu Wang, Zhijun Liu, Mingjian Bao, Jian Zhao, Muqier Si, Qiang Liu, Yichao Zhao, Weixuan |
author_sort | Deng, Xiaochen |
collection | PubMed |
description | OBJECTIVE: This study aimed to analyze the fermentation quality, microbial community, and volatile metabolites of oat silage harvested at two different stages, while examining the correlation between microorganisms and volatile metabolites. METHODS: Oats were harvested at two growth stages (pre-heading [PRH] and post-heading [POH] stages), followed by 90 days of natural fermentation, with 6 replicates per treatment. Pre- and post-silage samples were randomly selected for nutrient composition, fermentation parameters, microbial population, and high-throughput sequencing analysis. Volatile metabolomics analysis was also performed on samples after 90 days of fermentation to detect differences in flavor quality after silage. RESULTS: The effect of growth stage on the nutrient content of oats was significant, with pre-heading oats having higher crude protein and post-heading oats having higher water soluble carbohydrates content (p < 0.05). Following a 90-day fermentation period, the pH and ammonia nitrogen/total nitrogen levels in the PRH-90 (silage from pre-heading oats after 90 days of fermentation) group demonstrated a significant decrease (p < 0.05), whereas the lactic acid content was notably higher compared to the POH-90 (silage from post-heading oats after 90 days of fermentation) group (p <0.05). Lactiplantibacillus dominated in the PRH-90 group and Enterococcus dominated in the POH-90 group, with abundances of (> 86%) and (> 87%), respectively. The differential volatile metabolites of the two treatment groups were dominated by esters and terpenoids, and the differences in flavor were mainly concentrated in sweet, green, and fruity odors. The results of Kyoto encyclopedia of genes and genomes pathway enrichment analysis demonstrated three major metabolic pathways: phenylpropanoid biosynthesis, phenylalanine metabolism, and biosynthesis of secondary metabolites. Specific microorganisms were significantly correlated with flavor indicators and flavor metabolites. Lactiplantibacillus was significantly positively correlated with flavor substances indicating sweet and fruity flavors, contributing to good flavor, while Enterococcus was significantly and positively correlated with flavor substances indicating bad flavors. CONCLUSION: In summary, growth stage had significant effects on nutritional components, fermentation parameters and flavor quality of oats, with the fermentation process dominated by Lactiplantibacillus leading to good flavor, while the fermentation process dominated by Enterococcus led to the development of poor flavor. |
format | Online Article Text |
id | pubmed-10657850 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106578502023-01-01 Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages Deng, Xiaochen Jia, Yushan Ge, Gentu Wang, Zhijun Liu, Mingjian Bao, Jian Zhao, Muqier Si, Qiang Liu, Yichao Zhao, Weixuan Front Plant Sci Plant Science OBJECTIVE: This study aimed to analyze the fermentation quality, microbial community, and volatile metabolites of oat silage harvested at two different stages, while examining the correlation between microorganisms and volatile metabolites. METHODS: Oats were harvested at two growth stages (pre-heading [PRH] and post-heading [POH] stages), followed by 90 days of natural fermentation, with 6 replicates per treatment. Pre- and post-silage samples were randomly selected for nutrient composition, fermentation parameters, microbial population, and high-throughput sequencing analysis. Volatile metabolomics analysis was also performed on samples after 90 days of fermentation to detect differences in flavor quality after silage. RESULTS: The effect of growth stage on the nutrient content of oats was significant, with pre-heading oats having higher crude protein and post-heading oats having higher water soluble carbohydrates content (p < 0.05). Following a 90-day fermentation period, the pH and ammonia nitrogen/total nitrogen levels in the PRH-90 (silage from pre-heading oats after 90 days of fermentation) group demonstrated a significant decrease (p < 0.05), whereas the lactic acid content was notably higher compared to the POH-90 (silage from post-heading oats after 90 days of fermentation) group (p <0.05). Lactiplantibacillus dominated in the PRH-90 group and Enterococcus dominated in the POH-90 group, with abundances of (> 86%) and (> 87%), respectively. The differential volatile metabolites of the two treatment groups were dominated by esters and terpenoids, and the differences in flavor were mainly concentrated in sweet, green, and fruity odors. The results of Kyoto encyclopedia of genes and genomes pathway enrichment analysis demonstrated three major metabolic pathways: phenylpropanoid biosynthesis, phenylalanine metabolism, and biosynthesis of secondary metabolites. Specific microorganisms were significantly correlated with flavor indicators and flavor metabolites. Lactiplantibacillus was significantly positively correlated with flavor substances indicating sweet and fruity flavors, contributing to good flavor, while Enterococcus was significantly and positively correlated with flavor substances indicating bad flavors. CONCLUSION: In summary, growth stage had significant effects on nutritional components, fermentation parameters and flavor quality of oats, with the fermentation process dominated by Lactiplantibacillus leading to good flavor, while the fermentation process dominated by Enterococcus led to the development of poor flavor. Frontiers Media S.A. 2023-11-06 /pmc/articles/PMC10657850/ /pubmed/38023849 http://dx.doi.org/10.3389/fpls.2023.1278715 Text en Copyright © 2023 Deng, Jia, Ge, Wang, Liu, Bao, Zhao, Si, Liu and Zhao 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 | Plant Science Deng, Xiaochen Jia, Yushan Ge, Gentu Wang, Zhijun Liu, Mingjian Bao, Jian Zhao, Muqier Si, Qiang Liu, Yichao Zhao, Weixuan Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages |
title | Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages |
title_full | Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages |
title_fullStr | Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages |
title_full_unstemmed | Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages |
title_short | Microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (Avena sativa L.) silage at different stages |
title_sort | microbiomics and volatile metabolomics-based investigation of changes in quality and flavor of oat (avena sativa l.) silage at different stages |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10657850/ https://www.ncbi.nlm.nih.gov/pubmed/38023849 http://dx.doi.org/10.3389/fpls.2023.1278715 |
work_keys_str_mv | AT dengxiaochen microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT jiayushan microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT gegentu microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT wangzhijun microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT liumingjian microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT baojian microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT zhaomuqier microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT siqiang microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT liuyichao microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages AT zhaoweixuan microbiomicsandvolatilemetabolomicsbasedinvestigationofchangesinqualityandflavorofoatavenasativalsilageatdifferentstages |