Integrated Transcriptomic and Metabolomic Analyses Reveal Changes in Aroma- and Taste-Related Substances During the Withering Process of Black Tea.

IF 4.7 2区 农林科学 Q1 FOOD SCIENCE & TECHNOLOGY
Foods Pub Date : 2024-12-09 DOI:10.3390/foods13233977
Bernard Ntezimana, Wenluan Xu, Yuchuan Li, Jingtao Zhou, Sujan Pathak, Yuqiong Chen, Zhi Yu, De Zhang, Dejiang Ni
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引用次数: 0

Abstract

Withering is one of the major processing steps critical for the quality of black tea. In this study, we investigated the mechanisms underlying the physicochemical changes in metabolites and gene expression during the withering process of black tea using metabolomic and transcriptomic approaches, respectively. Based on gas chromatography/mass spectrometry non-targeted metabolomic approaches (GC-MS) and ultra-high performance liquid chromatograph-tandem mass spectrometry (UHPLC-MS/MS), a total of 76 volatile compounds and 160 non-volatile compounds were identified from tea leaves, respectively. RNA-seq analysis revealed that the number of differentially expressed genes (DEGs) for the comparative combination of withering time (i.e., W4h, W6h, W8h, W10h, and W12h) compared with CK (i.e., fresh leaves) were 3634, 2906, 4127, 5736, and 7650, respectively. The core genes in starch metabolism, namely alpha-amylase (AMY) and beta-amylase (BAM), were upregulated as withering time increased. AMY and BAM contributed to the decomposition of starch to increase the soluble sugars. The content of tea leaf alcohols and aldehydes, which are the vital contributors for greenish aroma, gradually decreased as withering time increased due to the downregulation of associated genes while the compounds related to sweet and fruity characteristics increased due to the upregulated expression of related genes. Most DEGs involved in amino acids were significantly upregulated, leading to the increase in free amino acids content. However, DEGs involved in catechins metabolism were generally downregulated during withering, and resulted in a reduction in catechins content and the accumulation of theaflavins. The same trend was observed in alpha-linolenic acid metabolism-related genes that were downregulated and enhanced the reduction in grassy aroma in black tea. The weighted gene co-expression network analysis (WGCNA) of DEGs showed that one module can be associated with more components and one component can be regulated by various modules. Our findings provide new insights into the quality formation of black tea during the withering process.

转录组和代谢组综合分析揭示红茶萎凋过程中香气和滋味相关物质的变化
萎凋是影响红茶品质的主要加工步骤之一。本研究分别采用代谢组学和转录组学方法研究了红茶萎凋过程中代谢物和基因表达的理化变化机制。采用气相色谱/质谱非靶向代谢组学方法(GC-MS)和超高效液相色谱-串联质谱法(UHPLC-MS/MS)从茶叶中分别鉴定出76种挥发性化合物和160种非挥发性化合物。RNA-seq分析显示,萎凋时间(即W4h、W6h、W8h、W10h和W12h)比较组合与对照(即鲜叶)相比,差异表达基因(deg)数量分别为3634、2906、4127、5736和7650个。淀粉代谢的核心基因- α -淀粉酶(AMY)和β -淀粉酶(BAM)随着枯萎时间的增加而上调。AMY和BAM对淀粉的分解有促进作用,使可溶性糖增加。随着萎凋时间的延长,茶叶中产生绿色香气的主要醇类和醛类物质的含量随着相关基因表达的下调而逐渐降低,而与甜味和果味性状相关的化合物含量则随着相关基因表达的上调而增加。与氨基酸相关的大部分deg显著上调,导致游离氨基酸含量增加。然而,参与儿茶素代谢的deg在枯萎过程中普遍下调,导致儿茶素含量降低和茶黄素积累。在α -亚麻酸代谢相关基因中也观察到同样的趋势,这些基因被下调,并增强了红茶中草香气的减少。DEGs的加权基因共表达网络分析(weighted gene co-expression network analysis, WGCNA)表明,一个模块可以关联多个组分,一个组分可以被多个模块调控。我们的发现为红茶在枯萎过程中的品质形成提供了新的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Foods
Foods Immunology and Microbiology-Microbiology
CiteScore
7.40
自引率
15.40%
发文量
3516
审稿时长
15.83 days
期刊介绍: Foods (ISSN 2304-8158) is an international, peer-reviewed scientific open access journal which provides an advanced forum for studies related to all aspects of food research. It publishes reviews, regular research papers and short communications. Our aim is to encourage scientists, researchers, and other food professionals to publish their experimental and theoretical results in as much detail as possible or share their knowledge with as much readers unlimitedly as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. There are, in addition, unique features of this journal: Ÿ manuscripts regarding research proposals and research ideas will be particularly welcomed Ÿ electronic files or software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material Ÿ we also accept manuscripts communicating to a broader audience with regard to research projects financed with public funds
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