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青砖茶工业堆发酵中细菌群落的共现网络与功能分析:认识核心功能细菌

Co-occurrence network and functional profiling of the bacterial community in the industrial pile fermentation of Qingzhuan tea: Understanding core functional bacteria.

作者信息

Cheng Lizeng, Peng Lanlan, Li Xin, Xu Lurong, Chen Junhai, Zhu Yuzhi, Wei Yanxiang, Wei Xinlin

机构信息

School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai 200240, PR China.

Instrumental Analysis Center, Shanghai Jiao Tong University, Shanghai 200240, PR China.

出版信息

Food Chem. 2024 Oct 1;454:139658. doi: 10.1016/j.foodchem.2024.139658. Epub 2024 May 16.

DOI:10.1016/j.foodchem.2024.139658
PMID:38810451
Abstract

The distinct quality of Qingzhuan tea is greatly influenced by the bacterial community but was poorly characterized. Therefore, this study investigated the Co-occurrence network and functional profiling of the bacterial community, with special attention paid to core functional bacteria in the industrial pile fermentation. Microbiomics analysis indicated that Klebsiella and Pantoea dominated raw tea leaves, and were rapidly replaced by Pseudomonas in pile fermentation, but substituted mainly by Burkholderia and Saccharopolyspora in final fermented tea. Bacterial taxa were grouped into 7 modules with the dominant in module I, III, and IV, which were involved in flavor formation and biocontrol production. Functional profiling revealed that "penicillin and cephalosporin biosynthesis" increased in pile fermentation. Twelve bacterial genera were identified as core functional bacteria, in which Klebsiella, Pantoea, and Pseudomonas also dominated the pile fermentation. This work would provide theoretical basis for its chemical biofortification and quality improvement by controlling bacterial communities.

摘要

青砖茶独特的品质受细菌群落的影响很大,但此前对其了解甚少。因此,本研究调查了细菌群落的共现网络和功能概况,特别关注了工业渥堆发酵中的核心功能细菌。微生物组学分析表明,克雷伯氏菌属和泛菌属在生茶叶中占主导地位,在渥堆发酵过程中迅速被假单胞菌取代,但在最终发酵茶中主要被伯克氏菌属和糖多孢菌属取代。细菌分类群被分为7个模块,其中模块I、III和IV中的细菌占主导地位,它们参与风味形成和生物防治物质的产生。功能概况显示,“青霉素和头孢菌素生物合成”在渥堆发酵过程中增加。鉴定出12个细菌属为核心功能细菌,其中克雷伯氏菌属、泛菌属和假单胞菌属在渥堆发酵中也占主导地位。这项工作将为通过控制细菌群落对其进行化学生物强化和品质改良提供理论依据。

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