Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Sep 12;41(9):324.
doi: 10.1007/s11274-025-04562-w.

Associations of microbial communities with metabolites and enzyme activities in different colors of high-temperature Daqu

Affiliations

Associations of microbial communities with metabolites and enzyme activities in different colors of high-temperature Daqu

Peilin Que et al. World J Microbiol Biotechnol. .

Abstract

The distinctions among three types of high-temperature Daqu (yellow, white, and black Daqu) remain insufficiently characterized. In this study, we collected Daqu samples at different fermentation timepoints (days 8, 15, and 40) to analyze their enzyme activities, microbial diversity, and metabolomic profiles. Enzymatic analysis revealed that white Daqu exhibited significantly higher amylase and neutral protease activities compared with black Daqu and yellow Daqu. Through Illumina MiSeq sequencing, five dominant bacterial genera and six dominant fungal genera were identified in fermentation process. Microbial community analysis revealed that Bacillus and Scopulibacillus were the dominant bacterial genera in white Daqu, whereas Kroppenstedtia, Saccharopolyspora, Thermoascus, Saccharomyces, and Aspergillus dominated black Daqu. Non-targeted metabolomics indicated that carboxylic acids and derivatives, fatty acyls, organooxygenated compounds, and substituted benzene derivatives represented the majority of the differentially abundant metabolites. Moreover, black Daqu contained the highest number of differentially abundant metabolites compared to yellow and white Daqu. Correlation analysis demonstrated that Bacillus and Scopulibacillus showed significant positive correlations with neutral protease and amylase activities. Furthermore, Saccharopolyspora and Thermoascus exhibited strong positive correlations with metabolites involved in arginine and proline metabolism. This study provides valuable insights for optimizing traditional fermented food industry.

Keywords: Differential metabolomics; Dominant microorganisms; Enzymatic analysis; High-temperature daqu; Spearman analysis.

PubMed Disclaimer

Conflict of interest statement

Declarations. Competing interests: The authors declare no competing interests.

References

    1. Ali B, Yi ZL, Fang Y, Chen LC, He MZ, Liu DY, Luo HB, Zhao D, Zheng J, He H, Jin YL, Zhao H (2019) Characterization of a fungal thermostable endoglucanase from Chinese Nong-flavor Daqu by metatranscriptomic method. Int J Biol Macromol 121(2):183–190. https://doi.org/10.1016/j.ijbiomac.2018.09.173
    1. Cai W, Wang Y, Ni H, Liu Z, Liu J, Zhong JA, Hou Q, Shan C, Yang X, Guo Z (2021) Diversity of microbiota, microbial functions, and flavor in different types of low-temperature Daqu. Food Res Int 150:110734. https://doi.org/10.1016/j.foodres.2021.110734 - DOI - PubMed
    1. Cao D, Lv J, Chu J, Xu S, Jin C, Zhang Y, Zhang Y, Zhang W, Kang J (2024) Relationship between dynamic changes of microorganisms in qupi and the quality formation of Fengxiangxing Huairang Daqu. Front Microbiol 15:1435765. https://doi.org/10.3389/fmicb.2024.1435765 - DOI - PubMed - PMC
    1. Deng JC, Guo WL, Zhou WB, Hong JL, Li L, Liu HP, Liu B, Chen SJ, Ni L, Rao PF, Lu XC (2020a) Comparison of enzymes production of different types of filamentous fungiand studies on fermentation characteristics of mixed cultures based on glutinous rice. J Chin Inst Food Sci Technol 20:101–108. https://doi.org/10.16429/j.1009-7848.2020.01.013 - DOI
    1. Deng L, Mao X, Liu D, Ning XQ, Shen Y, Chen B, Nie HF, Huang D, Luo HB (2020b) Comparative analysis of physicochemical properties and microbial composition in high-temperature Daqu with different colors. Front Microbiol. https://doi.org/10.3389/fmicb.2020.588117 - DOI - PubMed - PMC

LinkOut - more resources