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中温大曲发酵过程中不同部位在物种水平上的微生物群落组装模式。

Microbial community assembly patterns at the species level in different parts of the medium temperature Daqu during fermentation.

作者信息

Wen Zhang, Han Pei-Jie, Han Da-Yong, Song Liang, Wei Yu-Hua, Zhu Hai-Yan, Chen Jie, Guo Zheng-Xiang, Bai Feng-Yan

机构信息

State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, PR China.

College of Life Science, University of Chinese Academy of Sciences, Beijing, 100049, PR China.

出版信息

Curr Res Food Sci. 2024 Oct 11;9:100883. doi: 10.1016/j.crfs.2024.100883. eCollection 2024.

Abstract

Medium-temperature Daqu (MT-Daqu) serves as a crucial saccharifying and fermentation agent in the production of strong-flavor Baijiu. Due to the spatial heterogeneity of solid fermentation, significant differences occurred in the fermentation state and appearance features in different parts of Daqu during fermentation. Currently, the understanding of the underlying mechanism behind this phenomenon remains limited. Here, we analyzed the microbial succession and assembly models and driving factors in different parts of MT-Daqu at the species level based on the PacBio single-molecule real-time sequencing technology. The results showed significantly different bacterial and fungal community compositions, successions, and interaction patterns in different parts of MT-Daqu. The bacterial community composition and succession model in the middle layer were similar to those in the core layer, whereas the fungal community composition and succession model in the surface layer were similar to those in the middle layer. The co-occurrence network analysis showed that microbial interaction is stronger in the middle and core layers than in the surface layer. Analyses based on both niche theory and neutral theory models indicated that deterministic processes predominantly governed the microbial community assembly and these processes played an increasingly important role from the surface to the core layer. Random forest analysis revealed that temperature was the primary endogenous factor driving the bacterial and fungal community assembly. The results of this study contribute to a better understanding of the microbial community in MT-Daqu and are helpful for the quality control of MT-Daqu fermentation.

摘要

中温大曲是浓香型白酒生产中至关重要的糖化发酵剂。由于固态发酵的空间异质性,大曲在发酵过程中不同部位的发酵状态和外观特征存在显著差异。目前,对这一现象背后潜在机制的理解仍然有限。在此,我们基于PacBio单分子实时测序技术,在物种水平上分析了中温大曲不同部位的微生物演替、组装模型及驱动因素。结果表明,中温大曲不同部位的细菌和真菌群落组成、演替及相互作用模式存在显著差异。中层的细菌群落组成和演替模型与核心层相似,而表层的真菌群落组成和演替模型与中层相似。共现网络分析表明,中层和核心层的微生物相互作用比表层更强。基于生态位理论和中性理论模型的分析表明,确定性过程在微生物群落组装中起主导作用,且这些过程从表层到核心层发挥着越来越重要的作用。随机森林分析表明,温度是驱动细菌和真菌群落组装的主要内源因素。本研究结果有助于更好地理解中温大曲中的微生物群落,对中温大曲发酵的质量控制具有指导意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e800/11530605/9f206d5d4a76/ga1.jpg

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