Microbial community succession patterns and metabolite profiles in cigar tobacco during different mildew stages

IF 5.6 1区 农林科学 Q1 AGRICULTURAL ENGINEERING
Guanglong Wu , Mingzhu Zhang , Ping Han , Dongfeng Guo , Yaqi Shi , Dongdong Mu , Xingjiang Li , Xuefeng Wu
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Abstract

Mildew in cigar tobacco leaves (CTLs) degrades both quality and market value. This research systematically examines dynamic changes in key metabolic compounds and microbial community succession throughout the mildew process, categorized into three stages: un-mildew (d0), early-mildew (d4 and d8), and late-mildew (d12 and d16). As mildew progresses, carbohydrates decrease, nitrogen metabolism is hindered, the carbon-nitrogen ratio (C/N) declines, and pH rises, making the tobacco weakly alkaline. The total amount of volatile flavor compounds (VFCs) increases, with the proportion of nitrogen-containing compounds such as nicotine rising, while neophytadiene, ketones, and alcohols decrease, leading to a disruption in the coordination of various aroma substances. Microbial diversity declines, with shifts in populations of Staphylococcus, Pseudomonas, Aspergillus, and Sampaiozyma. Six fungal and five bacterial genera are the characteristic dominate microorganisms at different stages. Co-occurrence network analysis shows that complexity decreases and stability declines, while microbial diversity peaks at the early-mold stage and is severely compromised at the late-mold stage in terms of stability and functional diversity. Two-way Orthogonal Partial Least Squares (O2PLS) identified 12 fungal and 3 bacterial genera as key drivers of metabolic changes. Partial Least Squares Structural Equation Modeling (PLS-SEM) emphasized the role of fungi in CTL degradation and the impact of C/N ratio on fungal metabolism. This study, for the first time, elucidates the complex relationship between microbial succession and metabolite compounds during mildew process, providing a reference for dynamic monitoring of fermented tobacco quality.
雪茄烟不同霉变阶段的微生物群落演替模式和代谢物特征
雪茄烟叶(CTL)霉变会降低质量和市场价值。这项研究系统地考察了整个霉变过程中关键代谢化合物和微生物群落演替的动态变化,分为三个阶段:未霉变(d0)、早霉变(d4 和 d8)和晚霉变(d12 和 d16)。随着霉变的发展,碳水化合物减少,氮代谢受阻,碳氮比(C/N)下降,pH 值上升,烟草呈弱碱性。挥发性香味化合物(VFCs)的总量增加,尼古丁等含氮化合物的比例上升,而新戊二烯、酮类和醇类减少,导致各种香味物质的协调紊乱。微生物多样性下降,葡萄球菌、假单胞菌、曲霉菌和桑巴菌的数量发生变化。六个真菌属和五个细菌属是不同阶段的特征性优势微生物。共现网络分析显示,复杂性降低,稳定性下降,而微生物多样性在早期霉菌阶段达到顶峰,在晚期霉菌阶段稳定性和功能多样性严重受损。双向正交偏最小二乘法(O2PLS)确定了 12 个真菌属和 3 个细菌属是新陈代谢变化的关键驱动因素。偏最小二乘法结构方程建模(PLS-SEM)强调了真菌在 CTL 降解中的作用以及 C/N 比对真菌新陈代谢的影响。该研究首次阐明了霉变过程中微生物演替与代谢物化合物之间的复杂关系,为动态监测发酵烟叶质量提供了参考。
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来源期刊
Industrial Crops and Products
Industrial Crops and Products 农林科学-农业工程
CiteScore
9.50
自引率
8.50%
发文量
1518
审稿时长
43 days
期刊介绍: Industrial Crops and Products is an International Journal publishing academic and industrial research on industrial (defined as non-food/non-feed) crops and products. Papers concern both crop-oriented and bio-based materials from crops-oriented research, and should be of interest to an international audience, hypothesis driven, and where comparisons are made statistics performed.
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