贮藏时间对高水分燕麦青贮青贮特性、细菌群落组成、共生网络及其功能转移和致病风险的影响

IF 5.2 2区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
Siran Wang, Chenglong Ding, Jipeng Tian, Yunhui Cheng, Nengxiang Xu, Wenjie Zhang, Xin Wang, Mudasir Nazar, Beiyi Liu
{"title":"贮藏时间对高水分燕麦青贮青贮特性、细菌群落组成、共生网络及其功能转移和致病风险的影响","authors":"Siran Wang,&nbsp;Chenglong Ding,&nbsp;Jipeng Tian,&nbsp;Yunhui Cheng,&nbsp;Nengxiang Xu,&nbsp;Wenjie Zhang,&nbsp;Xin Wang,&nbsp;Mudasir Nazar,&nbsp;Beiyi Liu","doi":"10.1186/s40538-024-00702-w","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>This study aimed to evaluate the ensiling characteristics, bacterial community structure, co-occurrence networks, and their predicted functionality and pathogenic risk in high-moisture oat (<i>Avena sativa</i> L.) silage. The oat harvested at heading stage (224 g/kg fresh weight) was spontaneously ensiled in plastic silos (10 L scale). Triplicate silos were opened after 1, 3, 7, 15, 30 and 60 days of fermentation, respectively. The bacterial community structure on day 3 and 60 were investigated using high-throughput sequencing technology, and 16S rRNA-gene predicted functionality and phenotypes were determined by PICRUSt2 and BugBase tools, respectively.</p><h3>Results</h3><p>After 60 days, the oat silage exhibited moderate fermentation quality, as indicated by large amounts of acetic acid (~ 50.4 g/kg dry matter (DM)) and lactic acid (~ 55.4 g/kg DM), relatively high pH (~ 4.79), acceptable levels of ammonia nitrogen (~ 75.2 g/kg total nitrogen) and trace amounts of butyric acid (~ 3.36 g/kg DM). <i>Psychrobacter</i> was prevalent in fresh oat, and Enterobacteriaceae and <i>Lactobacillus</i> dominated the bacterial community on day 3 and 60. Ensilage reduced the complexity of bacterial community network at the initial stage of fermentation. The bacterial functional pathways in fresh and ensiled oat are primarily characterized by the metabolism of carbohydrate and amino acid. During ensiling, the elevated pyruvate kinase and 1-phosphofructokinase levels were correlated with the lactic acid production, and the increased levels of 6-phosphogluconate dehydrogenase and ribulose-5-phosphate 3-epimerase may be responsible for the abundant acetic acid contents. Greater (<i>P</i> &lt; 0.01) proportions of “Potentially Pathogenic” were observed in the bacterial community of oat silage compared to fresh oat.</p><h3>Conclusions</h3><p>Altogether, the findings indicated that the high-moisture oat silage exhibited moderate fermentation quality, and the potential for microbial contamination and pathogens remained after 60 days of ensiling. Therefore, some effective chemical and microbial additives are recommended to ensure the quality, hygiene, and safety in high-moisture oat silage production.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":512,"journal":{"name":"Chemical and Biological Technologies in Agriculture","volume":"11 1","pages":""},"PeriodicalIF":5.2000,"publicationDate":"2024-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://chembioagro.springeropen.com/counter/pdf/10.1186/s40538-024-00702-w","citationCount":"0","resultStr":"{\"title\":\"An evaluation of storage length on ensiling characteristics, bacterial community compositions, co-occurrence networks, and their functional shifts and pathogenic risk in high-moisture oat silage\",\"authors\":\"Siran Wang,&nbsp;Chenglong Ding,&nbsp;Jipeng Tian,&nbsp;Yunhui Cheng,&nbsp;Nengxiang Xu,&nbsp;Wenjie Zhang,&nbsp;Xin Wang,&nbsp;Mudasir Nazar,&nbsp;Beiyi Liu\",\"doi\":\"10.1186/s40538-024-00702-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>This study aimed to evaluate the ensiling characteristics, bacterial community structure, co-occurrence networks, and their predicted functionality and pathogenic risk in high-moisture oat (<i>Avena sativa</i> L.) silage. The oat harvested at heading stage (224 g/kg fresh weight) was spontaneously ensiled in plastic silos (10 L scale). Triplicate silos were opened after 1, 3, 7, 15, 30 and 60 days of fermentation, respectively. The bacterial community structure on day 3 and 60 were investigated using high-throughput sequencing technology, and 16S rRNA-gene predicted functionality and phenotypes were determined by PICRUSt2 and BugBase tools, respectively.</p><h3>Results</h3><p>After 60 days, the oat silage exhibited moderate fermentation quality, as indicated by large amounts of acetic acid (~ 50.4 g/kg dry matter (DM)) and lactic acid (~ 55.4 g/kg DM), relatively high pH (~ 4.79), acceptable levels of ammonia nitrogen (~ 75.2 g/kg total nitrogen) and trace amounts of butyric acid (~ 3.36 g/kg DM). <i>Psychrobacter</i> was prevalent in fresh oat, and Enterobacteriaceae and <i>Lactobacillus</i> dominated the bacterial community on day 3 and 60. Ensilage reduced the complexity of bacterial community network at the initial stage of fermentation. The bacterial functional pathways in fresh and ensiled oat are primarily characterized by the metabolism of carbohydrate and amino acid. During ensiling, the elevated pyruvate kinase and 1-phosphofructokinase levels were correlated with the lactic acid production, and the increased levels of 6-phosphogluconate dehydrogenase and ribulose-5-phosphate 3-epimerase may be responsible for the abundant acetic acid contents. Greater (<i>P</i> &lt; 0.01) proportions of “Potentially Pathogenic” were observed in the bacterial community of oat silage compared to fresh oat.</p><h3>Conclusions</h3><p>Altogether, the findings indicated that the high-moisture oat silage exhibited moderate fermentation quality, and the potential for microbial contamination and pathogens remained after 60 days of ensiling. Therefore, some effective chemical and microbial additives are recommended to ensure the quality, hygiene, and safety in high-moisture oat silage production.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>\",\"PeriodicalId\":512,\"journal\":{\"name\":\"Chemical and Biological Technologies in Agriculture\",\"volume\":\"11 1\",\"pages\":\"\"},\"PeriodicalIF\":5.2000,\"publicationDate\":\"2024-11-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://chembioagro.springeropen.com/counter/pdf/10.1186/s40538-024-00702-w\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chemical and Biological Technologies in Agriculture\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://link.springer.com/article/10.1186/s40538-024-00702-w\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chemical and Biological Technologies in Agriculture","FirstCategoryId":"97","ListUrlMain":"https://link.springer.com/article/10.1186/s40538-024-00702-w","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

本研究旨在评价高水分燕麦青贮的青贮特性、细菌群落结构、共生网络及其预测功能和致病风险。抽穗期收获的燕麦(鲜重224 g/kg)在10 L规模的塑料仓中自贮。分别在发酵1、3、7、15、30和60 d后打开3个重复筒仓。采用高通量测序技术研究第3天和第60天细菌群落结构,采用PICRUSt2和BugBase工具分别测定16S rrna基因预测功能和表型。结果60 d后,燕麦青贮饲料发酵质量适中,乙酸含量(~ 50.4 g/kg干物质)和乳酸含量(~ 55.4 g/kg DM)较高,pH值(~ 4.79)较高,氨氮含量(~ 75.2 g/kg总氮)可接受,丁酸含量(~ 3.36 g/kg DM)可接受。在第3天和第60天,新鲜燕麦中以冻干杆菌为主,肠杆菌科和乳杆菌属占主导地位。青贮降低了发酵初期细菌群落网络的复杂性。鲜燕麦和青贮燕麦的细菌功能途径主要以碳水化合物和氨基酸的代谢为特征。青贮过程中丙酮酸激酶和1-磷酸果糖激酶水平升高与乳酸生成有关,6-磷酸葡萄糖酸脱氢酶和5-磷酸核酮糖- 3-丙二酶水平升高可能与丰富的乙酸含量有关。与新鲜燕麦相比,青贮燕麦细菌群落中“潜在致病性”的比例更高(P < 0.01)。综上所述,高水分燕麦青贮的发酵品质中等,在青贮60 d后,微生物污染和病原菌的可能性仍然存在。因此,推荐一些有效的化学添加剂和微生物添加剂,以确保高水分燕麦青贮生产的质量、卫生和安全。图形抽象
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An evaluation of storage length on ensiling characteristics, bacterial community compositions, co-occurrence networks, and their functional shifts and pathogenic risk in high-moisture oat silage

Background

This study aimed to evaluate the ensiling characteristics, bacterial community structure, co-occurrence networks, and their predicted functionality and pathogenic risk in high-moisture oat (Avena sativa L.) silage. The oat harvested at heading stage (224 g/kg fresh weight) was spontaneously ensiled in plastic silos (10 L scale). Triplicate silos were opened after 1, 3, 7, 15, 30 and 60 days of fermentation, respectively. The bacterial community structure on day 3 and 60 were investigated using high-throughput sequencing technology, and 16S rRNA-gene predicted functionality and phenotypes were determined by PICRUSt2 and BugBase tools, respectively.

Results

After 60 days, the oat silage exhibited moderate fermentation quality, as indicated by large amounts of acetic acid (~ 50.4 g/kg dry matter (DM)) and lactic acid (~ 55.4 g/kg DM), relatively high pH (~ 4.79), acceptable levels of ammonia nitrogen (~ 75.2 g/kg total nitrogen) and trace amounts of butyric acid (~ 3.36 g/kg DM). Psychrobacter was prevalent in fresh oat, and Enterobacteriaceae and Lactobacillus dominated the bacterial community on day 3 and 60. Ensilage reduced the complexity of bacterial community network at the initial stage of fermentation. The bacterial functional pathways in fresh and ensiled oat are primarily characterized by the metabolism of carbohydrate and amino acid. During ensiling, the elevated pyruvate kinase and 1-phosphofructokinase levels were correlated with the lactic acid production, and the increased levels of 6-phosphogluconate dehydrogenase and ribulose-5-phosphate 3-epimerase may be responsible for the abundant acetic acid contents. Greater (P < 0.01) proportions of “Potentially Pathogenic” were observed in the bacterial community of oat silage compared to fresh oat.

Conclusions

Altogether, the findings indicated that the high-moisture oat silage exhibited moderate fermentation quality, and the potential for microbial contamination and pathogens remained after 60 days of ensiling. Therefore, some effective chemical and microbial additives are recommended to ensure the quality, hygiene, and safety in high-moisture oat silage production.

Graphical Abstract

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Chemical and Biological Technologies in Agriculture
Chemical and Biological Technologies in Agriculture Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
6.80
自引率
3.00%
发文量
83
审稿时长
15 weeks
期刊介绍: Chemical and Biological Technologies in Agriculture is an international, interdisciplinary, peer-reviewed forum for the advancement and application to all fields of agriculture of modern chemical, biochemical and molecular technologies. The scope of this journal includes chemical and biochemical processes aimed to increase sustainable agricultural and food production, the evaluation of quality and origin of raw primary products and their transformation into foods and chemicals, as well as environmental monitoring and remediation. Of special interest are the effects of chemical and biochemical technologies, also at the nano and supramolecular scale, on the relationships between soil, plants, microorganisms and their environment, with the help of modern bioinformatics. Another special focus is the use of modern bioorganic and biological chemistry to develop new technologies for plant nutrition and bio-stimulation, advancement of biorefineries from biomasses, safe and traceable food products, carbon storage in soil and plants and restoration of contaminated soils to agriculture. This journal presents the first opportunity to bring together researchers from a wide number of disciplines within the agricultural chemical and biological sciences, from both industry and academia. The principle aim of Chemical and Biological Technologies in Agriculture is to allow the exchange of the most advanced chemical and biochemical knowledge to develop technologies which address one of the most pressing challenges of our times - sustaining a growing world population. Chemical and Biological Technologies in Agriculture publishes original research articles, short letters and invited reviews. Articles from scientists in industry, academia as well as private research institutes, non-governmental and environmental organizations are encouraged.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信