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利用时间鸟枪法宏基因组学揭示优质可可豆发酵中潜在的酶及其功能作用。

Unraveling potential enzymes and their functional role in fine cocoa beans fermentation using temporal shotgun metagenomics.

作者信息

Lima Carolina O de C, De Castro Giovanni M, Solar Ricardo, Vaz Aline B M, Lobo Francisco, Pereira Gilberto, Rodrigues Cristine, Vandenberghe Luciana, Martins Pinto Luiz Roberto, da Costa Andréa Miura, Koblitz Maria Gabriela Bello, Benevides Raquel Guimarães, Azevedo Vasco, Uetanabaro Ana Paula Trovatti, Soccol Carlos Ricardo, Góes-Neto Aristóteles

机构信息

Department of Biological Sciences, State University of Feira de Santana (UEFS), Feira de Santana, Bahia, Brazil.

Institute of Biological Sciences, Federal University of the Minas Gerais (UFMG), Belo Horizonte, Minas Gerais, Brazil.

出版信息

Front Microbiol. 2022 Nov 3;13:994524. doi: 10.3389/fmicb.2022.994524. eCollection 2022.

DOI:10.3389/fmicb.2022.994524
PMID:36406426
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9671152/
Abstract

Cocoa beans fermentation is a spontaneous process, essential for the generation of quality starting material for fine chocolate production. The understanding of this process has been studied by the application of high-throughput sequencing technologies, which grants a better assessment of the different microbial taxa and their genes involved in this microbial succession. The present study used shotgun metagenomics to determine the enzyme-coding genes of the microbiota found in two different groups of cocoa beans varieties during the fermentation process. The statistical evaluation of the most abundant genes in each group and time studied allowed us to identify the potential metabolic pathways involved in the success of the different microorganisms. The results showed that, albeit the distinction between the initial (0 h) microbiota of each varietal group was clear, throughout fermentation (24-144 h) this difference disappeared, indicating the existence of selection pressures. Changes in the microbiota enzyme-coding genes over time pointed to the distinct ordering of fermentation at 24-48 h (T1), 72-96 h (T2), and 120-144 h (T3). At T1, the significantly more abundant enzyme-coding genes were related to threonine metabolism and those genes related to the glycolytic pathway, explained by the abundance of sugars in the medium. At T2, the genes linked to the metabolism of ceramides and hopanoids lipids were clearly dominant, which are associated with the resistance of microbial species to extreme temperatures and pH values. In T3, genes linked to trehalose metabolism, related to the response to heat stress, dominated. The results obtained in this study provided insights into the potential functionality of microbial community succession correlated to gene function, which could improve cocoa processing practices to ensure the production of more stable quality end products.

摘要

可可豆发酵是一个自发过程,对于生产优质巧克力的起始原料至关重要。通过应用高通量测序技术对这一过程进行了研究,该技术能更好地评估参与这种微生物演替的不同微生物类群及其基因。本研究使用鸟枪法宏基因组学来确定在发酵过程中两组不同可可豆品种中发现的微生物群的酶编码基因。对每组和所研究时间内最丰富基因的统计评估使我们能够确定参与不同微生物成功发酵的潜在代谢途径。结果表明,尽管每个品种组的初始(0小时)微生物群之间的区别很明显,但在整个发酵过程(24 - 144小时)中这种差异消失了,这表明存在选择压力。微生物群酶编码基因随时间的变化表明在24 - 48小时(T1)、72 - 96小时(T2)和120 - 144小时(T3)发酵顺序不同。在T1时,显著更丰富的酶编码基因与苏氨酸代谢以及糖酵解途径相关基因有关,这可以由培养基中糖的丰富程度来解释。在T2时,与神经酰胺和藿烷类脂质代谢相关的基因明显占主导,这些基因与微生物物种对极端温度和pH值的抗性有关。在T3时,与海藻糖代谢相关、与热应激反应有关的基因占主导。本研究获得的结果为与基因功能相关的微生物群落演替的潜在功能提供了见解,这可以改进可可加工工艺,以确保生产出质量更稳定的最终产品。

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