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Li S, Han Y, Yan M, Qiu S, Lu J. Machine Learning and Multi-Omics Integration to Reveal Biomarkers and Microbial Community Assembly Differences in Abnormal Stacking Fermentation of Sauce-Flavor Baijiu. Foods 2025; 14:245. [PMID: 39856911 PMCID: PMC11765235 DOI: 10.3390/foods14020245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 12/28/2024] [Accepted: 01/05/2025] [Indexed: 01/27/2025] Open
Abstract
Stacking fermentation is critical in sauce-flavor Baijiu production, but winter production often sees abnormal fermentations, like Waistline and Sub-Temp fermentation, affecting yield and quality. This study used three machine learning models (Logistic Regression, KNN, and Random Forest) combined with multi-omics (metagenomics and flavoromics) to develop a classification model for abnormal fermentation. SHAP analysis identified 13 Sub-Temp Fermentation and 9 Waistline microbial biomarkers, along with 9 Sub-Temp Fermentation and 12 Waistline flavor biomarkers. Komagataeibacter and Gluconacetobacter are key for normal fermentation, while Ligilactobacillus and Lactobacillus are critical in abnormal cases. Excessive acid and ester markers caused unbalanced aromas in abnormal fermentations. Additionally, ecological models reveal the bacterial community assembly in abnormal fermentations was influenced by stochastic factors, while the fungal community assembly was influenced by deterministic factors. RDA analysis shows that moisture significantly drove Sub-Temp fermentation. Differential gene analysis and KEGG pathway enrichment identify metabolic pathways for flavor markers. This study provides a theoretical basis for regulating stacking fermentation and ensuring Baijiu quality.
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Affiliation(s)
- Shuai Li
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang 550025, China;
| | - Yueran Han
- Guizhou Guotai Distillery Co., Ltd., Renhuai 564501, China; (Y.H.); (M.Y.)
| | - Ming Yan
- Guizhou Guotai Distillery Co., Ltd., Renhuai 564501, China; (Y.H.); (M.Y.)
| | - Shuyi Qiu
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang 550025, China;
| | - Jun Lu
- Guizhou Guotai Distillery Co., Ltd., Renhuai 564501, China; (Y.H.); (M.Y.)
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2
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Li S, Li T, Han Y, Yan P, Li G, Ren T, Yan M, Lu J, Qiu S. Machine learning discrimination and prediction of different quality grades of sauce-flavor baijiu based on biomarker and key flavor compounds screening. Food Chem X 2024; 24:101877. [PMID: 39444436 PMCID: PMC11497441 DOI: 10.1016/j.fochx.2024.101877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/25/2024] [Accepted: 10/03/2024] [Indexed: 10/25/2024] Open
Abstract
The quality grade of base Baijiu directly determines the final quality of sauce-flavor Baijiu. However, traditional methods for assessing these grades often rely on subjective experience, lacking objectivity and accuracy. This study used GC-FID, combined with quantitative descriptive analysis (QDA) and odor activity value (OAV), to identify 27 key flavor compounds, including acetic acid, propionic acid, ethyl oleate, and isoamyl alcohol etc., as crucial contributors to quality grade differences. Sixteen bacterial biomarkers, including Komagataeibacter and Acetobacter etc., and 7 fungal biomarkers, including Aspergillus and Monascus etc., were identified as key microorganisms influencing these differences. Additionally, reducing sugar content in Jiupei significantly impacted base Baijiu quality. Finally, 11 machine learning classification models and 9 prediction models were evaluated, leading to the selection of the optimal model for accurate quality grade classification and prediction. This study provides a foundation for improving the evaluation system of sauce-flavor Baijiu and ensuring consistent quality.
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Affiliation(s)
- Shuai Li
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
- Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, China
| | - Tao Li
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
- Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, China
| | - Yueran Han
- Guizhou Guotai Distillery Co. Ltd., Renhuai, Guizhou 564501, China
| | - Pei Yan
- Guizhou Guotai Distillery Co. Ltd., Renhuai, Guizhou 564501, China
| | - Guohui Li
- Guizhou Guotai Distillery Co. Ltd., Renhuai, Guizhou 564501, China
| | - Tingting Ren
- Guizhou Guotai Distillery Co. Ltd., Renhuai, Guizhou 564501, China
| | - Ming Yan
- Guizhou Guotai Distillery Co. Ltd., Renhuai, Guizhou 564501, China
| | - Jun Lu
- Guizhou Guotai Distillery Co. Ltd., Renhuai, Guizhou 564501, China
| | - Shuyi Qiu
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
- Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, China
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Román-Camacho JJ, Santos-Dueñas IM, García-García I, García-Martínez T, Peinado RA, Mauricio JC. Correlating Microbial Dynamics with Key Metabolomic Profiles in Three Submerged Culture-Produced Vinegars. Foods 2024; 14:56. [PMID: 39796346 PMCID: PMC11720010 DOI: 10.3390/foods14010056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 12/19/2024] [Accepted: 12/25/2024] [Indexed: 01/13/2025] Open
Abstract
Although vinegar is a product obtained by a well-known bioprocess from a technical point of view, the complex microbiota responsible for its production and their involvement in the organoleptic profiles are not clear yet. In this work, three acetification profiles in submerged culture using both synthetic and raw materials from Andalusia (Spain) were characterized by metagenomic (16S rRNA amplicon sequencing) and metabolomic tools (stir-bar sorptive extraction with thermo-desorption coupled to gas chromatography-mass spectrometry (SBSE-TD-GC-MS) and high-performance liquid chromatography (HPLC)). A total of 29 phyla, 208 families, and many more genera were identified, comprising bacteria and archaea as well as 75 metabolites, including minor volatile compounds, amino acids, biogenic amines, and other nitrogenous compounds. It can be concluded that Komagataeibacter and Acetobacter were not only the predominant genera but also the ones that most influenced vinegar metabolite profiles by using different metabolic strategies for mutual collaboration, and together with other microbial groups, some of them were previously practically unknown in vinegar. These results can be of interest not only to deepen the basic knowledge about vinegar but also to the vinegar industry by elucidating microbial succession and the key associated metabolites.
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Affiliation(s)
- Juan J. Román-Camacho
- Department of Agricultural Chemistry, Edaphology, and Microbiology, Microbiology Area, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.J.R.-C.); (T.G.-M.); (J.C.M.)
| | - Inés M. Santos-Dueñas
- Department of Inorganic Chemistry and Chemical Engineering, Chemical Engineering Area, Agrifood Campus of International Excellence ceiA3, Nano Chemistry Institute (IUNAN), University of Córdoba, 14014 Córdoba, Spain;
| | - Isidoro García-García
- Department of Inorganic Chemistry and Chemical Engineering, Chemical Engineering Area, Agrifood Campus of International Excellence ceiA3, Nano Chemistry Institute (IUNAN), University of Córdoba, 14014 Córdoba, Spain;
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology, and Microbiology, Microbiology Area, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.J.R.-C.); (T.G.-M.); (J.C.M.)
| | - Rafael A. Peinado
- Department of Agricultural Chemistry, Edaphology, and Microbiology, Agricultural Chemistry Area, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain;
| | - Juan C. Mauricio
- Department of Agricultural Chemistry, Edaphology, and Microbiology, Microbiology Area, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.J.R.-C.); (T.G.-M.); (J.C.M.)
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Li Q, Zhang Y, Wang C, Zhang X, Wei R, Li Y, Li Q, Xu N. Comparative Study on the Fermentation Characteristics of Selective Lactic Acid Bacteria in Shanxi Aged Vinegar: Pure Culture Versus Co-Culture. Foods 2024; 13:3374. [PMID: 39517158 PMCID: PMC11544899 DOI: 10.3390/foods13213374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 10/17/2024] [Accepted: 10/22/2024] [Indexed: 11/16/2024] Open
Abstract
The diversity of the microbial community structure plays a crucial role in the flavor and nutritional value of Shanxi aged vinegar in fermentation. Illumina Miseq high-throughput sequencing identified thirteen bacterial genera, with Lactobacillales (44.89%) and Acetobacter (21.04%) being the predominant species. Meanwhile, the fermentation characteristics of selected lactic acid bacteria strains isolated from Shanxi aged vinegar were studied in different media. The results showed that the biomass, and physical and chemical indices, as well as flavor compounds of the four strains of lactic acid bacteria in the simulated vinegar fermented grains medium were superior to those in barley and pea medium and sorghum juice medium. The bacterial interaction was conducted to investigate the effects on growth, the physicochemical indices, and flavor substances in order to determine the optimal combination. Furthermore, the interaction between pure cultures and co-cultures of lactic acid bacteria in a simulated vinegar culture medium was investigated, with a focus on the impact of this interaction on strain growth, fermentation characteristics, and flavor compound production. Compared with the pure culture, when strains L7 and L729 were co-inoculated, the reducing sugar content was 0.31 ± 0.01 g/100 g, total acid content was 3.02 ± 0.06 g/100 g, acetoin content was 2.41 ± 0.07 g/100 g, and total organic acid content was 3.77 ± 0.17 g/100 g. In terms of flavor compounds, the combined culture system exhibited higher levels of esters, aldehydes, and acids compared to pure cultures or other co-culture systems. This study revealed the fermentation characteristics of selected lactic acid strains in Shanxi aged vinegar under different conditions and their interaction in simulated vinegar fermentation media, which could provide theoretical support for the safety and health evaluation of aged vinegar.
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Affiliation(s)
- Qi Li
- Shanxi Province Vinegar Brewing Technology Innovation Center, College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (Q.L.); (Y.Z.); (C.W.); (X.Z.); (R.W.)
| | - Yujing Zhang
- Shanxi Province Vinegar Brewing Technology Innovation Center, College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (Q.L.); (Y.Z.); (C.W.); (X.Z.); (R.W.)
| | - Chaomin Wang
- Shanxi Province Vinegar Brewing Technology Innovation Center, College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (Q.L.); (Y.Z.); (C.W.); (X.Z.); (R.W.)
| | - Xiaoyu Zhang
- Shanxi Province Vinegar Brewing Technology Innovation Center, College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (Q.L.); (Y.Z.); (C.W.); (X.Z.); (R.W.)
| | - Ruteng Wei
- Shanxi Province Vinegar Brewing Technology Innovation Center, College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (Q.L.); (Y.Z.); (C.W.); (X.Z.); (R.W.)
| | - Yunlong Li
- Shanxi Institute for Functional Food, Shanxi Agricultural University, Taiyuan 030031, China;
| | - Qiqiong Li
- State Key Laboratory of Food Science and Resources, Nanchang University, 235 Nanjing East Road, Nanchang 330047, China;
| | - Nv Xu
- Shanxi Province Vinegar Brewing Technology Innovation Center, College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (Q.L.); (Y.Z.); (C.W.); (X.Z.); (R.W.)
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5
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Zhang L, Wang M, Song H, Liang W, Wang X, Sun J, Wang D. Changes of microbial communities and metabolites in the fermentation of persimmon vinegar by bioaugmentation fermentation. Food Microbiol 2024; 122:104565. [PMID: 38839213 DOI: 10.1016/j.fm.2024.104565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Revised: 05/19/2024] [Accepted: 05/21/2024] [Indexed: 06/07/2024]
Abstract
To evaluate the effects of bioaugmentation fermentation inoculated with one ester-producing strain (Wickerhamomyces anomalus ZX-1) and two strains of lactic acid bacteria (Lactobacillus plantarum CGMCC 24035 and Lactobacillus acidophilus R2) for improving the flavor of persimmon vinegar, microbial community, flavor compounds and metabolites were analyzed. The results of microbial diversity analysis showed that bioaugmentation fermentation significantly increased the abundance of Lactobacillus, Saccharomyces, Pichia and Wickerhamomyces, while the abundance of Acetobacter, Apiotrichum, Delftia, Komagataeibacter, Kregervanrija and Aspergillus significantly decreased. After bioaugmentation fermentation, the taste was softer, and the sensory irritancy of acetic acid was significantly reduced. The analysis of HS-SPME-GC-MS and untargeted metabolomics based on LC-MS/MS showed that the contents of citric acid, lactic acid, malic acid, ethyl lactate, methyl acetate, isocitrate, acetoin and 2,3-butanediol were significantly increased. By multivariate analysis, 33 differential metabolites were screened out to construct the correlation between the differential metabolites and microorganisms. Pearson correlation analysis showed that methyl acetate, ethyl lactate, betaine, aconitic acid, acetoin, 2,3-butanediol and isocitrate positively associated with Wickerhamomyces and Lactobacillus. The results confirmed that the quality of persimmon vinegar was improved by bioaugmentation fermentation.
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Affiliation(s)
- Luyao Zhang
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China
| | - Mengyang Wang
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China
| | - Hairu Song
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China
| | - Weina Liang
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China
| | - Xiaotong Wang
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China
| | - Jianrui Sun
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China; Henan Engineering Research Center of Food Microbiology, Luoyang, 471023, China
| | - Dahong Wang
- College of Food and Bioengineering, Henan University of Science & Technology, Luoyang, 471023, China; Henan Engineering Research Center of Food Microbiology, Luoyang, 471023, China.
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6
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Wang J, Liu X, Li XA, Kong B, Qin L, Chen Q. Effects of community ecological network construction on physicochemical, microbial, and quality characteristics of inoculated northeast sauerkraut: A new insight in food fermentation processes. Food Microbiol 2024; 122:104534. [PMID: 38839214 DOI: 10.1016/j.fm.2024.104534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/16/2024] [Accepted: 04/04/2024] [Indexed: 06/07/2024]
Abstract
The enhancement of the quality of northeast sauerkraut can be achieved by inoculation with lactic acid bacteria. However, a comprehensive ecological understanding of the intricate dynamic processes involved is currently lacking, which could yield valuable insights for regulating sauerkraut fermentation. This study compares spontaneously sauerkrauts with the sauerkrauts inoculated with autochthonous Lactiplantibacillus plantarum SC-MDJ and commercial L. plantarum, respectively. We examine their physicochemical properties, quality characteristics, bacterial community dynamics, and ecological network interactions. Inoculation with L. plantarum leads to reduced bacterial community richness and niche breadth, but an increase in robustness, interactions, and assembly processes. Notably, there appears to be a potential correlation between bacterial community structure and quality characteristics. Particularly, sauerkraut inoculated with L. plantarum SC-MDJ may produce a sourness more quickly, possibly attributed to the enhanced ecological role of L. plantarum SC-MDJ. This study establishes a foundation for the targeted regulation of sauerkraut fermentation.
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Affiliation(s)
- Jiawang Wang
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Xin Liu
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Xiang-Ao Li
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Baohua Kong
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Ligang Qin
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China.
| | - Qian Chen
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China.
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7
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Han D, Yang Y, Guo Z, Dai S, Jiang M, Zhu Y, Wang Y, Yu Z, Wang K, Rong C, Yu Y. A Review on the Interaction of Acetic Acid Bacteria and Microbes in Food Fermentation: A Microbial Ecology Perspective. Foods 2024; 13:2534. [PMID: 39200461 PMCID: PMC11353490 DOI: 10.3390/foods13162534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 08/09/2024] [Accepted: 08/12/2024] [Indexed: 09/02/2024] Open
Abstract
In fermented foods, acetic acid bacteria (AAB), kinds of bacteria with a long history of utilization, contribute to safety, nutritional, and sensory properties primarily through acetic acid fermentation. AAB are commonly found in various fermented foods such as vinegar, sour beer, fermented cocoa and coffee beans, kefir beverages, kombucha, and sourdough. They interact and cooperate with a variety of microorganisms, resulting in the formation of diverse metabolites and the production of fermented foods with distinct flavors. Understanding the interactions between AAB and other microbes is crucial for effectively controlling and utilizing AAB in fermentation processes. However, these microbial interactions are influenced by factors such as strain type, nutritional conditions, ecological niches, and fermentation duration. In this review, we examine the relationships and research methodologies of microbial interactions and interaction studies between AAB and yeasts, lactic acid bacteria (LAB), and bacilli in different food fermentation processes involving these microorganisms. The objective of this review is to identify key interaction models involving AAB and other microorganisms. The insights gained will provide scientific guidance for the effective utilization of AAB as functional microorganisms in food fermentation processes.
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Affiliation(s)
- Dong Han
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
| | - Yunsong Yang
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
| | - Zhantong Guo
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
| | - Shuwen Dai
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
| | - Mingchao Jiang
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
| | - Yuanyuan Zhu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
| | - Yuqin Wang
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
| | - Zhen Yu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
| | - Ke Wang
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
| | - Chunchi Rong
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
| | - Yongjian Yu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang 212004, China; (D.H.); (Z.G.)
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Jiangsu University of Science and Technology, Zhenjiang 212004, China
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Ye X, Yu Y, Liu J, Zhu Y, Yu Z, Liu P, Wang Y, Wang K. Seasonal environmental factors drive microbial community succession and flavor quality during acetic acid fermentation of Zhenjiang aromatic vinegar. Front Microbiol 2024; 15:1442604. [PMID: 39171262 PMCID: PMC11335490 DOI: 10.3389/fmicb.2024.1442604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 07/24/2024] [Indexed: 08/23/2024] Open
Abstract
This study investigated the impact of seasonal environmental factors on microorganisms and flavor compounds during acetic acid fermentation (AAF) of Zhenjiang aromatic vinegar (ZAV). Environmental factors were monitored throughout the fermentation process, which spanned multiple seasons. Methods such as headspace solid phase microextraction gas chromatography-mass spectrometry (HS-SPME-GC-MS), high performance liquid chromatography (HPLC), and high-throughput sequencing were employed to examine how these environmental factors influenced the flavor profile and microbial community of ZAV. The findings suggested that ZAV brewed in autumn had the strongest flavor and sweetness. The key microorganisms responsible for the flavor of ZAV included Lactobacillus acetotolerans, Lactobacillus plantarum, Lactobacillus reuteri, Lactobacillus fermentum, Acetobacter pasteurianus. Moreover, correlation analysis showed that room temperature had a significant impact on the composition of the microbial community, along with other key seasonal environmental factors like total acid, pH, reducing sugar, and humidity. These results provide a theoretical foundation for regulating core microorganisms and environmental factors during fermentation, enhancing ZAV quality.
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Affiliation(s)
- Xiaoting Ye
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
| | - Yongjian Yu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
| | - Jiaxin Liu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
| | - Yuanyuan Zhu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
| | - Zhen Yu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
| | - Peng Liu
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
| | - Yuqin Wang
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
| | - Ke Wang
- School of Grain Science and Technology, Jiangsu University of Science and Technology, Zhenjiang, China
- Jiangsu Provincial Engineering Research Center of Grain Bioprocessing, Zhenjiang, China
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9
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Dan H, Song X, Xiang G, Song C, Dai H, Shao Y, Huang D, Luo H. The response pattern of the microbial community structure and metabolic profile of jiupei to Bacillus subtilis JP1 addition during baijiu fermentation. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:5021-5030. [PMID: 38296914 DOI: 10.1002/jsfa.13345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 12/07/2023] [Accepted: 01/19/2024] [Indexed: 02/02/2024]
Abstract
BACKGROUND Baijiu brewing is a complex and multifaceted multimicrobial co-fermentation process, in which various microorganisms interact to form an interdependent micro-ecosystem, subsequently influencing metabolic activities and compound production. Among these microorganisms, Bacillus, an important bacterial genus in the liquor brewing process, remains unclear in its role in shaping the brewing microbial community and its functional metabolism. RESULTS A baijiu fermentation system was constructed using B. subtilis JP1 isolated from native jiupei (grain mixture) combined with daqu (a saccharifying agent) and huangshui (a fermentation byproduct). Based on high-throughput amplicon sequencing analysis, it was evident that B. subtilis JP1 significantly influences bacterial microbial diversity and fungal community structure in baijiu fermentation. Of these, Aspergillus and Monascus emerge as the most markedly altered microbial genera in the jiupei community. Based on co-occurrence networks and bidirectional orthogonal partial least squares discriminant analysis models, it was demonstrated that the addition of B. subtilis JP1 intensified microbial interactions in jiupei fermentation, consequently enhancing the production of volatile flavor compounds such as heptanoic acid, butyl hexanoate and 3-methylthiopropanol in jiupei. CONCLUSION B. subtilis JP1 significantly alters the microbial community structure of jiupei, enhancing aroma formation during fermentation. These findings will contribute to a broader application in solid-state fermentation. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Hulin Dan
- College of Bioengineering, Sichuan University of Science & Engineering, Zigong, China
| | - Xuemiao Song
- College of Bioengineering, Sichuan University of Science & Engineering, Zigong, China
| | - Gangxing Xiang
- College of Bioengineering, Sichuan University of Science & Engineering, Zigong, China
| | | | | | - Yan Shao
- Luzhou Laojiao Co. Ltd, Luzhou, China
| | - Dan Huang
- College of Bioengineering, Sichuan University of Science & Engineering, Zigong, China
- Liquor Brewing Biotechnology and Application Key Laboratory of Sichuan Province, Yibin, China
| | - Huibo Luo
- College of Bioengineering, Sichuan University of Science & Engineering, Zigong, China
- Liquor Brewing Biotechnology and Application Key Laboratory of Sichuan Province, Yibin, China
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10
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Tian L, Xu P, Chen J, Chen H, Qin J, Wu X, Liu C, He Z, Liu Y, Guan T. Comprehensive analysis of spatial heterogeneity reveals the important role of the upper-layer fermented grains in the fermentation and flavor formation of Qingxiangxing baijiu. Food Chem X 2024; 22:101508. [PMID: 38883913 PMCID: PMC11176670 DOI: 10.1016/j.fochx.2024.101508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/25/2024] [Accepted: 05/23/2024] [Indexed: 06/18/2024] Open
Abstract
Different spatial positions lead to inconsistent fermentation effects and flavors, however, the spatial heterogeneity of Qingxiangxing (QXX) Baijiu remains unknown. We investigated the microbes, flavors, and physicochemical properties of different layers in fermented grains of QXX Baijiu using Illumina HiSeq sequencing, two-dimensional gas chromatography-mass spectrometry (GC × GC-MS) and ultra-high performance liquid chromatography-mass (UHPLC-MS). A total of 79 volatiles, 1596 metabolites, 50 bacterial genera, and 52 fungal genera were identified. The contents distribution followed the order: upper layer > bottom layer > middle layer. Organic acids and derivatives were the main differential metabolites across the three layers. Starch, pH, and reducing sugar levels increased from the upper to bottom layer. Saccharomyces and Lactobacillus were dominant microbes. Pediococcus, the biomarker of upper layer, showed positive correlations with formic acid, ethyl lactate, acetic acid, ethyl linoleate, and ethyl oleate. These findings deepen our understanding of the fermentation and flavor formation mechanisms of QXX Baijiu.
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Affiliation(s)
- Lei Tian
- College of Food and Biological Engineering, Xihua University, Chengdu 610039, PR China
- Food Microbiology Key Laboratory of Sichuan Province, Chengdu 610039, PR China
| | - Pei Xu
- College of Food and Biological Engineering, Xihua University, Chengdu 610039, PR China
- Food Microbiology Key Laboratory of Sichuan Province, Chengdu 610039, PR China
| | - Junyu Chen
- College of Food and Biological Engineering, Xihua University, Chengdu 610039, PR China
- Food Microbiology Key Laboratory of Sichuan Province, Chengdu 610039, PR China
| | - Hang Chen
- College of Mechanical Engineering, Xihua University, Chengdu 610039, China
| | - Ji Qin
- Department of Civil, Environmental, and Geo-Engineering, University of Minnesota, Minneapolis, MN, USA
| | - Xiaotian Wu
- College of Food and Biological Engineering, Xihua University, Chengdu 610039, PR China
- Food Microbiology Key Laboratory of Sichuan Province, Chengdu 610039, PR China
| | - Chengzhe Liu
- Sichuan Tujiu Liquor Co., Ltd, Nanchong 637919, China
| | - Zongjun He
- Sichuan Tujiu Liquor Co., Ltd, Nanchong 637919, China
| | - Ying Liu
- College of Food and Biological Engineering, Xihua University, Chengdu 610039, PR China
- Food Microbiology Key Laboratory of Sichuan Province, Chengdu 610039, PR China
| | - Tongwei Guan
- College of Food and Biological Engineering, Xihua University, Chengdu 610039, PR China
- Food Microbiology Key Laboratory of Sichuan Province, Chengdu 610039, PR China
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11
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Li Y, Zhang R, Ma G, Shi M, Xi Y, Li X, Wang S, Zeng X, Jia Y. Bacterial community in the metal(loid)-contaminated marine vertical sediments of Jinzhou Bay: Impacts and adaptations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 923:171180. [PMID: 38402990 DOI: 10.1016/j.scitotenv.2024.171180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 02/19/2024] [Accepted: 02/20/2024] [Indexed: 02/27/2024]
Abstract
Metal(loid) discharge has led to severe coastal contamination; however, there remains a significant knowledge gap regarding its impact on sediment profiles and depth-resolved bacterial communities. In this study, geochemical measurements (pH, nutrient elements, total and bioavailable metal(loid) content) consistently revealed decreasing nitrogen, phosphorus, and metal(loid) levels with sediment depth, accompanied by reduced alpha diversity. Principal coordinate analysis indicated distinct community compositions with varying sediment depths, suggesting a geochemical influence on diversity. Ecological niche width expanded with depth, favoring specialists over generalists, but both groups decreased in abundance. Taxonomic shifts emerged, particularly in phyla and families, correlated with sediment depth. Microbe-microbe interactions displayed intricate dynamics, with keystone taxa varying by sediment layer. Zinc and arsenic emerged as key factors impacting community diversity and composition using random forest, network analysis, and Mantel tests. Functional predictions revealed shifts in potential phenotypes related to mobile elements, biofilm formation, pathogenicity, N/P/S cycles, and metal(loid) resistance along sediment profiles. Neutral and null models demonstrated a transition from deterministic to stochastic processes with sediment layers. This study provides insights into the interplay between sediment geochemistry and bacterial communities across sediment depths, illuminating the factors shaping these ecosystems.
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Affiliation(s)
- Yongbin Li
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China.
| | - Rui Zhang
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Guoqing Ma
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Mingyi Shi
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Yimei Xi
- Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
| | - Xiaojun Li
- Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
| | - Shaofeng Wang
- Key Laboratory of Industrial Ecology and Environmental Engineering (Ministry of Education), School of Environmental Science and Technology, Dalian University of Technology, Dalian 116024, China
| | - Xiangfeng Zeng
- Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China.
| | - Yongfeng Jia
- Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
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12
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Qin H, Zhang S, Wang C, Pan Q, Dong Y, Cai X, Wang X, Huang M, Huang J, Zhou R. Revealing the influence of exogenously inoculated Bacillus spp. on the microbiota and metabolic potential of medium-temperature Daqu: A meta-omics analysis. Food Res Int 2024; 182:114152. [PMID: 38519180 DOI: 10.1016/j.foodres.2024.114152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 02/05/2024] [Accepted: 02/17/2024] [Indexed: 03/24/2024]
Abstract
To determine the unique contribution of the bioturbation to the properties of the medium-temperature Daqu, we investigated the differences in microbiota and metabolic composition using the meta-omics approach. Bioturbation increased the amounts of microbial specie and influenced the contribution of the core microbiota to the metabolome. Specifically, inoculated synthetic microbiota (MQB) enhanced the abundance of Bacillus amyloliquefaciens, while Bacillus licheniformis (MQH) increased the abundance of the two Aspergillus species and four species level of lactic acid bacteria. These changes of the microbial profiles significantly increased the potentials of carbohydrate metabolism, amino acid metabolism, and biosynthesis of ester compounds. Consequently, both patterns significantly increased the content of volatile compounds and free amino acids, which were 27.61% and 21.57% (MQB), as well as 15.14% and 17.83% (MQH), respectively. In addition, the contents of lactic acid in MQB and MQH decreased by 65.42% and 42.99%, respectively, closely related to the up- or down-regulation of the expression of their corresponding functional enzyme genes. These results suggested that bioturbation drove the assembly of the core microbiota, rather than becoming critical functional species. Overall, our study provides new insights into the functional role of exogenous isolates in the Daqu microecosystem.
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Affiliation(s)
- Hui Qin
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Suyi Zhang
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Chao Wang
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Qianglin Pan
- College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Yi Dong
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Xiaobo Cai
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Xiaojun Wang
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Mengyang Huang
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; Luzhou Laojiao Co., Ltd., Luzhou 646699, China
| | - Jun Huang
- College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Rongqing Zhou
- National Engineering Research Center of Solid-State Manufacturing, Luzhou 646000, China; College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China.
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13
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Qin Y, Xu H, Sun J, Cheng X, Lei J, Lian W, Han C, Huang W, Zhang M, Chen Y. Succession of microbiota and its influence on the dynamics of volatile compounds in the semi-artificial inoculation fermentation of mulberry wine. Food Chem X 2024; 21:101223. [PMID: 38384682 PMCID: PMC10878857 DOI: 10.1016/j.fochx.2024.101223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 02/02/2024] [Accepted: 02/09/2024] [Indexed: 02/23/2024] Open
Abstract
To improve the delightful flavor of mulberry wine through semi-artificial inoculation fermentation with Saccharomyces cerevisiae, we studied the dynamics change of microbiota, along with the physicochemical properties and metabolite profiles and their interaction relationship during the fermentation process. The abundance of lactic acid bacteria (Weissella, Lactobacillus, Fructobacillus, and Pediococcus) increased significantly during fermentation, while yeasts gradually established dominance. The inter-kingdom network of the dominant genera analysis further identified the following as core microbiota: Alternaria, Botrytis, Kazachstania, Acremonium, Mycosphaerella, Pediococcus, Gardnerella, and Schizothecium. Additionally, pH, alcohol, and total acid were significantly affected by microbiota variation. Fourteen of all identified volatile compounds with key different aromas were screened using PCA, OPLS-DA, and rOAV. The network of interconnected core microbiota with key different aromas revealed that Kazachstania and Pediococcus had stronger correlations with 1-butanol, 3-methyl-, propanoic acid, and 2-methyl-ethyl ester.
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Affiliation(s)
- Yanan Qin
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science & Technology, Xinjiang University, Urumqi 830046, China
| | - Haotian Xu
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science & Technology, Xinjiang University, Urumqi 830046, China
| | - Jinshuai Sun
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science & Technology, Xinjiang University, Urumqi 830046, China
| | - XiangYang Cheng
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science & Technology, Xinjiang University, Urumqi 830046, China
| | - Jing Lei
- Turpan Institute of Agricultural Sciences, Xinjiang Academy of Agricultural Sciences, Turpan 838000, China
| | - Weijia Lian
- Turpan Institute of Agricultural Sciences, Xinjiang Academy of Agricultural Sciences, Turpan 838000, China
| | - Chen Han
- Turpan Institute of Agricultural Sciences, Xinjiang Academy of Agricultural Sciences, Turpan 838000, China
| | - Wanting Huang
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science & Technology, Xinjiang University, Urumqi 830046, China
| | - Minwei Zhang
- Xinjiang Key Laboratory of Biological Resources and Genetic Engineering, College of Life Science & Technology, Xinjiang University, Urumqi 830046, China
| | - Ya Chen
- Turpan Institute of Agricultural Sciences, Xinjiang Academy of Agricultural Sciences, Turpan 838000, China
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14
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Li M, Lao F, Pan X, Yuan L, Zhang D, Wu J. Insights into the mechanisms driving microbial community succession during pepper fermentation: Roles of microbial interactions and endogenous environmental changes. Food Res Int 2024; 179:114033. [PMID: 38342553 DOI: 10.1016/j.foodres.2024.114033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/13/2024]
Abstract
Elucidating the driving mechanism of microbial community succession during pepper fermentation contributes to establishing efficient fermentation regulation strategies. This study utilized three-generation high-throughput sequencing technology, microbial co-occurrence network analysis, and random forest analysis to reveal microbial community succession processes and driving mechanisms during pepper fermentation. The results showed that more positive correlations than negative correlations were observed among microorganisms, with positive correlation proportions of 60 %, 51.03 %, and 71.43 % between bacteria and bacteria, fungi and fungi, and bacteria and fungi in sipingtou peppers, and 69.23 %, 54.93 %, and 79.44 % in zhudachang peppers, respectively. Microbial interactions, mainly among Weissella hellenica, Lactobacillus plantarum, Hanseniaspora opuntiae, and Kazachstania humillis, could drive bacterial and fungal community succession. Notably, the bacterial community successions during the fermentation of two peppers were similar, showing the transition from Leuconostoc pseudomesenteroides, Lactococcus lactis, Weissella ghanensis to Weissella hellenica and Lactobacillus plantarum. However, the fungal community successions in the two fermented peppers differed significantly, and the differential biomarkers were Dipodascus geotrichum and Kazachstania humillis. Differences in autochthonous microbial composition and inherent constituents brought by pepper varieties resulted in different endogenous environmental changes, mainly in fructose, malic acid, and citric acid. Furthermore, endogenous environmental factors could also drive microbial community succession, with succinic acid, lactic acid, and malic acid being the main potential drivers of bacterial community succession, whereas fructose, glucose, and succinic acid were the main drivers of fungal community succession. These results will provide insights into controlling fermentation processes by raw material combinations, optimization of environmental parameters, and microbial interactions.
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Affiliation(s)
- Meilun Li
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; National Engineering Research Center for Fruit & Vegetable Processing, Beijing 100083, China; Key Laboratory of Fruit & Vegetable Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, China; Beijing Key Laboratory for Food Non-thermal Processing, Beijing 100083, China
| | - Fei Lao
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; National Engineering Research Center for Fruit & Vegetable Processing, Beijing 100083, China; Key Laboratory of Fruit & Vegetable Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, China; Beijing Key Laboratory for Food Non-thermal Processing, Beijing 100083, China
| | - Xin Pan
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; National Engineering Research Center for Fruit & Vegetable Processing, Beijing 100083, China; Key Laboratory of Fruit & Vegetable Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, China; Beijing Key Laboratory for Food Non-thermal Processing, Beijing 100083, China
| | - Lin Yuan
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; National Engineering Research Center for Fruit & Vegetable Processing, Beijing 100083, China; Key Laboratory of Fruit & Vegetable Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, China; Beijing Key Laboratory for Food Non-thermal Processing, Beijing 100083, China
| | - Donghao Zhang
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; National Engineering Research Center for Fruit & Vegetable Processing, Beijing 100083, China; Key Laboratory of Fruit & Vegetable Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, China; Beijing Key Laboratory for Food Non-thermal Processing, Beijing 100083, China
| | - Jihong Wu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; National Engineering Research Center for Fruit & Vegetable Processing, Beijing 100083, China; Key Laboratory of Fruit & Vegetable Processing, Ministry of Agriculture and Rural Affairs, Beijing 100083, China; Beijing Key Laboratory for Food Non-thermal Processing, Beijing 100083, China.
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15
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Xiong S, Xu X, Zhang L, Du T, Huang T, Huang J, Ren H, Xiong T, Xie M. Integrated metatranscriptomics and metabolomics reveal microbial succession and flavor formation mechanisms during the spontaneous fermentation of Laotan Suancai. Food Res Int 2024; 177:113865. [PMID: 38225131 DOI: 10.1016/j.foodres.2023.113865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2023] [Revised: 12/04/2023] [Accepted: 12/14/2023] [Indexed: 01/17/2024]
Abstract
Laotan Suancai, a Chinese traditional fermented vegetable, possesses a unique flavor that depends on the fermentative microbiota. However, the drivers of microbial succession and the correlation between flavor and active microbiota remain unclear. A total of 21 characteristic flavor metabolites were identified in Laotan Suancai by metabolomics, including 8 sulfides, 6 terpenes, 3 organic acids, 2 isothiocyanates, 1 ester, and 1 pyrazine. Metatranscriptome analysis revealed variations in the active microbiota at different stages of fermentation, and further analysis indicated that organic acids were the primary drivers of microbial succession. Additionally, we reconstructed the metabolic network responsible for the formation of characteristic flavor compounds and identified Companilactobacillus alimentarius, Weissella cibaria, Lactiplantibacillus plantarum, and Loigolactobacillus coryniformis as the core functional microbes involved in flavor development. This study contributed to profoundly understanding the relationship between the active microbiota and flavor quality formation, as well as the targeted selection of starters with flavor regulation abilities.
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Affiliation(s)
- Shijin Xiong
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China
| | - Xiaoyan Xu
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China
| | - Linli Zhang
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China
| | - Tonghao Du
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China
| | - Tao Huang
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China; International Institute of Food Innovation, Nanchang University, Jiangxi, 330200, PR China
| | - Jinqing Huang
- Institute of Agricultural Products Processing, Jiangxi Academy of Agricultural Sciences, Nanchang, Jiangxi 330200, PR China
| | - Hongbing Ren
- Yunnan Key Laboratory of Fermented Vegetables, Honghe, Yunnan, 661100, PR China
| | - Tao Xiong
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China.
| | - Mingyong Xie
- State Key Laboratory of Food Science & Resources, Nanchang University, Jiangxi 330047, PR China; School of Food Science & Technology, Nanchang University, Jiangxi 330006, PR China
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16
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Román-Camacho JJ, Mauricio JC, Santos-Dueñas IM, García-Martínez T, García-García I. Recent advances in applying omic technologies for studying acetic acid bacteria in industrial vinegar production: A comprehensive review. Biotechnol J 2024; 19:e2300566. [PMID: 38403443 DOI: 10.1002/biot.202300566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 12/22/2023] [Accepted: 12/28/2023] [Indexed: 02/27/2024]
Abstract
Vinegar and related bioproducts containing acetic acid as the main component are among the most appreciated fermented foodstuffs in numerous European and Asian countries because of their exceptional organoleptic and bio-healthy properties. Regarding the acetification process and obtaining of final products, there is still a lack of knowledge on fundamental aspects, especially those related to the study of biodiversity and metabolism of the present microbiota. In this context, omic technologies currently allow for the massive analysis of macromolecules and metabolites for the identification and characterization of these microorganisms working in their natural media without the need for isolation. This review approaches comprehensive research on the application of omic tools for the identification of vinegar microbiota, mainly acetic acid bacteria, with subsequent emphasis on the study of the microbial diversity, behavior, and key molecular strategies used by the predominant groups throughout acetification. The current omics tools are enabling both the finding of new vinegar microbiota members and exploring underlying strategies during the elaboration process. The species Komagataeibacter europaeus may be a model organism for present and future research in this industry; moreover, the development of integrated meta-omic analysis may facilitate the achievement of numerous of the proposed milestones. This work might provide useful guidance for the vinegar industry establishing the first steps towards the improvement of the acetification conditions and the development of new products with sensory and bio-healthy profiles adapted to the agri-food market.
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Affiliation(s)
- Juan J Román-Camacho
- Department of Agricultural Chemistry, Edaphology, and Microbiology (Microbiology area), Severo Ochoa building (C6), Agrifood Campus of International Excellence ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - Juan C Mauricio
- Department of Agricultural Chemistry, Edaphology, and Microbiology (Microbiology area), Severo Ochoa building (C6), Agrifood Campus of International Excellence ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - Inés María Santos-Dueñas
- Department of Inorganic Chemistry and Chemical Engineering (Chemical Engineering area), Instituto Químico Para la Energía y el Medioambiente (IQUEMA), Marie Curie building (C3), Agrifood Campus of International Excellence ceiA3, Nano Chemistry Institute (IUNAN), Universidad de Córdoba, Córdoba, Spain
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology, and Microbiology (Microbiology area), Severo Ochoa building (C6), Agrifood Campus of International Excellence ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - Isidoro García-García
- Department of Inorganic Chemistry and Chemical Engineering (Chemical Engineering area), Instituto Químico Para la Energía y el Medioambiente (IQUEMA), Marie Curie building (C3), Agrifood Campus of International Excellence ceiA3, Nano Chemistry Institute (IUNAN), Universidad de Córdoba, Córdoba, Spain
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17
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Si H, Cui B, Liu F, Zhao M. Microbial community and chemical composition of cigar tobacco ( Nicotiana tabacum L.) leaves altered by tobacco wildfire disease. PLANT DIRECT 2023; 7:e551. [PMID: 38099080 PMCID: PMC10719477 DOI: 10.1002/pld3.551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 11/08/2023] [Accepted: 11/16/2023] [Indexed: 12/17/2023]
Abstract
Tobacco wildfire disease caused by Pseudomonas syringae pv. tabaci is one of the most destructive foliar bacterial diseases occurring worldwide. However, the effect of wildfire disease on cigar tobacco leaves has not been clarified in detail. In this study, the differences in microbiota and chemical factors between wildfire disease-infected leaves and healthy leaves were characterized using high-throughput Illumina sequencing and a continuous-flow analytical system, respectively. The results demonstrated significant alterations in the structure of the phyllosphere microbial community in response to wildfire disease, and the infection of P. syringae pv. tabaci led to a decrease in bacterial richness and diversity. Furthermore, the content of nicotine, protein, total nitrogen, and Cl- in diseased leaves significantly increased by 47.86%, 17.46%, 20.08%, and 72.77% in comparison to healthy leaves, while the levels of total sugar and reducing sugar decreased by 59.59% and 70.0%, respectively. Notably, the wildfire disease had little effect on the content of starch and K+. Redundancy analysis revealed that Pseudomonas, Staphylococcus, Cladosporium, and Wallemia displayed positive correlations with nicotine, protein, total nitrogen, Cl- and K+ contents, while Pantoea, Erwinia, Sphingomonas, Terrisporobacter, Aspergillus, Alternaria, Sampaiozyma, and Didymella displayed positive correlations with total sugar and reducing sugar contents. Brevibacterium, Brachybacterium, and Janibacter were found to be enriched in diseased leaves, suggesting their potential role in disease suppression. Co-occurrence network analysis indicated that positive correlations were prevalent in microbial networks, and the bacterial network of healthy tobacco leaves exhibited greater complexity compared to diseased tobacco leaves. This study revealed the impact of wildfire disease on the microbial community and chemical compositions of tobacco leaves and provides new insights for the biological control of tobacco wildfire disease.
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Affiliation(s)
- Hongyang Si
- Flavors and Fragrance Engineering and Technology Research Center of Henan Province, College of Tobacco ScienceHenan Agricultural UniversityZhengzhouHenanChina
| | - Bing Cui
- Flavors and Fragrance Engineering and Technology Research Center of Henan Province, College of Tobacco ScienceHenan Agricultural UniversityZhengzhouHenanChina
| | - Fang Liu
- Flavors and Fragrance Engineering and Technology Research Center of Henan Province, College of Tobacco ScienceHenan Agricultural UniversityZhengzhouHenanChina
| | - Mingqin Zhao
- Flavors and Fragrance Engineering and Technology Research Center of Henan Province, College of Tobacco ScienceHenan Agricultural UniversityZhengzhouHenanChina
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18
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Pan F, Qiu S, Lv Y, Li D. Exploring the controllability of the Baijiu fermentation process with microbiota orientation. Food Res Int 2023; 173:113249. [PMID: 37803561 DOI: 10.1016/j.foodres.2023.113249] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 10/08/2023]
Abstract
Product quality and stability improvement is important for development of the Baijiu industry. Generally, Baijiu brewing is carried out in a spontaneous fermentation system mediated by microbiota. Thus, complexity and instability are major features. Due to the insufficient understanding of the mechanism for producing Baijiu, the precise control of the fermentation progress has still not been realized, ultimately affecting product quality and stability. The flavor of Baijiu is the most important factor in determining its quality and is formed by microbiota under the driving force of various physicochemical parameters, such as moisture, acidity, and temperature. Therefore, exploring the association among microbiota (core), physicochemical factors (reference) and flavor compounds (target) has become a key point to clarify the formation mechanism for the flavor quality of Baijiu. Daqu fermentation and liquor fermentation are the two major stages of Baijiu brewing. Daqu, distillers' grains, and pit mud, as the most important fermentation substrates of the microbiota respectively, provide a large number of functional microorganisms related to the flavor components. To this end, we reviewed the relevant research progress of microbiota diversity in different fermentation substrates and the interaction mechanisms among microbiota, physicochemical parameters, and flavor components in this paper. Moreover, a research hypothesis of precise control of the Baijiu fermentation process by building fermentation models based on this is proposed. The key point for this idea is the identification of core microbiota closely associated with the formation of key flavor components by multi-omics technology and the acquisition of culturable strains. With this foundation, fermentation models suitable for different brewing environments will be established by constructing synthetic microbiota, designing mathematical models, and determining key fermentation model parameters. The ultimate goal will be to effectively improve the quality and stability of Baijiu products through model regulation.
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Affiliation(s)
- Fengshuang Pan
- Province Key Laboratory of Fermentation Engineering and Biological Pharmacy, Guizhou University, Guiyang 550025, China; College of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Shuyi Qiu
- Province Key Laboratory of Fermentation Engineering and Biological Pharmacy, Guizhou University, Guiyang 550025, China; College of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Yiyi Lv
- Province Key Laboratory of Fermentation Engineering and Biological Pharmacy, Guizhou University, Guiyang 550025, China; College of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Dounan Li
- Province Key Laboratory of Fermentation Engineering and Biological Pharmacy, Guizhou University, Guiyang 550025, China; College of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China; Liquor Making Biological Technology and Application of key laboratory of Sichuan Province, Yibin 644000, China.
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19
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Si H, Zhou K, Zhao T, Cui B, Liu F, Zhao M. The bacterial succession and its role in flavor compounds formation during the fermentation of cigar tobacco leaves. BIORESOUR BIOPROCESS 2023; 10:74. [PMID: 38647588 PMCID: PMC10992852 DOI: 10.1186/s40643-023-00694-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/03/2023] [Indexed: 04/25/2024] Open
Abstract
Fermentation is the key process required for developing the characteristic properties of cigar tobacco leaves, complex microorganisms are involved in this process. However, the microbial fermentation mechanisms during the fermentation process have not been well-characterized. This study investigated the dynamic changes in conventional chemical composition, flavor compounds, and bacterial community during the fermentation of cigar tobacco leaves from Hainan and Sichuan provinces in China, as well as the potential roles of bacteria. Fermentation resulted in a reduction of conventional chemical components in tobacco leaves, with the exception of a noteworthy increase in insoluble protein content. Furthermore, the levels of 10 organic acids and 19 amino acids showed a significant decrease, whereas the concentration of 30 aromatic substances exhibited a unimodal trend. Before fermentation, the bacterial community structures and dominant bacteria in Hainan and Sichuan tobacco leaves differed significantly. As fermentation progressed, the community structures in the two regions became relatively similar, with Delftia, Ochrobactrum, Rhodococcus, and Stenotrophomonas being dominant. Furthermore, a total of 12 functional bacterial genera were identified in Hainan and Sichuan tobacco leaves using bidirectional orthogonal partial least squares (O2PLS) analysis. Delftia, Ochrobactrum, and Rhodococcus demonstrated a significant negative correlation with oleic acid and linoleic acid, while Stenotrophomonas and Delftia showed a significant negative correlation with undesirable amino acids, such as Ala and Glu. In addition, Bacillus showed a positive correlation with benzaldehyde, while Kocuria displayed a positive correlation with 2-acetylfuran, isophorone, 2, 6-nonadienal, and β-damascenone. The co-occurrence network analysis of microorganisms revealed a prevalence of positive correlations within the bacterial network, with non-abundant bacteria potentially contributing to the stabilization of the bacterial community. These findings can improve the overall tobacco quality and provide a novel perspective on the utilization of microorganisms in the fermentation of cigar tobacco leaves.
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Affiliation(s)
- Hongyang Si
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Kun Zhou
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Tingyi Zhao
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Bing Cui
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China.
| | - Fang Liu
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Mingqin Zhao
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China.
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20
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Román-Camacho JJ, García-García I, Santos-Dueñas IM, García-Martínez T, Mauricio JC. Latest Trends in Industrial Vinegar Production and the Role of Acetic Acid Bacteria: Classification, Metabolism, and Applications-A Comprehensive Review. Foods 2023; 12:3705. [PMID: 37835358 PMCID: PMC10572879 DOI: 10.3390/foods12193705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/03/2023] [Accepted: 10/06/2023] [Indexed: 10/15/2023] Open
Abstract
Vinegar is one of the most appreciated fermented foods in European and Asian countries. In industry, its elaboration depends on numerous factors, including the nature of starter culture and raw material, as well as the production system and operational conditions. Furthermore, vinegar is obtained by the action of acetic acid bacteria (AAB) on an alcoholic medium in which ethanol is transformed into acetic acid. Besides the highlighted oxidative metabolism of AAB, their versatility and metabolic adaptability make them a taxonomic group with several biotechnological uses. Due to new and rapid advances in this field, this review attempts to approach the current state of knowledge by firstly discussing fundamental aspects related to industrial vinegar production and then exploring aspects related to AAB: classification, metabolism, and applications. Emphasis has been placed on an exhaustive taxonomic review considering the progressive increase in the number of new AAB species and genera, especially those with recognized biotechnological potential.
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Affiliation(s)
- Juan J. Román-Camacho
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.J.R.-C.); (T.G.-M.); (J.C.M.)
| | - Isidoro García-García
- Department of Inorganic Chemistry and Chemical Engineering, Agrifood Campus of International Excellence ceiA3, Nano Chemistry Institute (IUNAN), University of Córdoba, 14014 Córdoba, Spain;
| | - Inés M. Santos-Dueñas
- Department of Inorganic Chemistry and Chemical Engineering, Agrifood Campus of International Excellence ceiA3, Nano Chemistry Institute (IUNAN), University of Córdoba, 14014 Córdoba, Spain;
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.J.R.-C.); (T.G.-M.); (J.C.M.)
| | - Juan C. Mauricio
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.J.R.-C.); (T.G.-M.); (J.C.M.)
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21
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Sun D, Li W, Luo L. Deciphering the brewing process of Cantonese-style rice vinegar: Main flavors, key physicochemical factors, and important microorganisms. Food Res Int 2023; 171:113068. [PMID: 37330828 DOI: 10.1016/j.foodres.2023.113068] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 06/19/2023]
Abstract
Cantonese-style rice vinegar is one of the most important Chinese rice vinegars and is quite popular all over the southeast coast of China, especially in Guangdong. This study identified 31 volatile compounds, including 11 esters, 6 alcohols, 3 aldehydes, 3 acids, 2 ketones, 1 phenol, and 5 alkanes, using headspace solid-phase microextraction-gas chromatography-mass spectrometry. Six organic acids were detected by high performance liquid chromatography. The ethanol content was detected by gas chromatography. During acetic acid fermentation, physicochemical analysis showed that the initial concentrations of reducing sugar and ethanol were 0.0079 g/L and 23.81 g/L, respectively, and the final value of total acid was 46.5 g/L, and the pH value was stable at 3.89. High-throughput sequencing was used to identify the microorganisms, and Acetobacter, Komagataeibacter, and Ralstonia were the top three bacterial genera. Quantitative real-time polymerase chain reaction revealed patterns that were different from those of high-throughput sequencing. The co-occurrence network of microorganisms and the correlation analysis between microorganisms and flavor substances indicate that Acetobacter and Ameyamaea played crucial roles as the main functional AAB, and the failure of Cantonese-style rice vinegar fermentation can be attributed to the abnormal increase in Komagataeibacter. Microbial co-occurrence network analysis indicated that Oscillibacter, Parasutterella, and Alistipes were the top three microorganisms. Redundancy analysis disclosed that total acid and ethanol were the key environmental factors influencing the microbial community. Fifteen microorganisms closely related to the metabolites were identified using the bidirectional orthogonal partial least squares model. Correlation analysis showed that these microorganisms were strongly associated with flavor metabolites and environmental factors. The findings of this study deepen our understanding of the fermentation of traditional Cantonese-style rice vinegar.
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Affiliation(s)
- Dongdong Sun
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, PR China; Guangdong Key Laboratory of Fermentation and Enzyme Engineering, South China University of Technology, Guangzhou 510006, PR China
| | - Weixin Li
- Guangdong Heshan Donggu Flavoring Food Co. Ltd, Heshan 529700, PR China
| | - Lixin Luo
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, PR China; Guangdong Key Laboratory of Fermentation and Enzyme Engineering, South China University of Technology, Guangzhou 510006, PR China.
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22
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Dong K, Li W, Xu Q, Hong Z, Zhang S, Zhang B, Wu Y, Zuo H, Liu J, Yan Z, Pei X. Exploring the correlation of metabolites changes and microbial succession in solid-state fermentation of Sichuan Sun-dried vinegar. BMC Microbiol 2023; 23:197. [PMID: 37488503 PMCID: PMC10364395 DOI: 10.1186/s12866-023-02947-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 07/17/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND The traditional Sichuan Sun-dried vinegar (SSV) with unique flavor and taste is believed to be generated by the solid-state fermentation craft. However, how microorganisms and their metabolites change along with fermentation has not yet been explored. RESULTS In this study, our results demonstrated that the middle and late stages of SSV fermentation were the periods showing the largest accumulation of organic acids and amino acids. Furthermore, in the bacterial community, the highest average relative abundance was Lactobacillus (ranging from 37.55 to 92.50%) in all fermentation stages, while Acetobacters ranked second position (ranging from 20.15 to 0.55%). The number of culturable lactic acid bacteria is also increased during fermentation process (ranging from 3.93 to 8.31 CFU/g). In fungal community, Alternaria (29.42%), Issatchenkia (37.56%) and Zygosaccharomyces (69.24%) were most abundant in different fermentation stages, respectively. Interestingly, Zygosaccharomyces, Schwanniomyces and Issatchenkia were first noticed as the dominant yeast genera in vinegar fermentation process. Additionally, spearman correlation coefficients exhibited that Lactobacillus, Zygosaccharomyces and Schwanniomyces were significant correlation with most metabolites during the fermentation, implying that these microorganisms might make a significant contribution to the flavor formation of SSV. CONCLUSION The unique flavor of SSV is mainly produced by the core microorganisms (Lactobacillus, Zygosaccharomyces and Schwanniomyces) during fermentation. This study will provide detailed information related to the structure of microorganism and correlation between changes in metabolites and microbial succession in SSV. And it will be very helpful for proposing a potential approach to monitor the traditional fermentation process.
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Affiliation(s)
- Ke Dong
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Weizhou Li
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Qiuhong Xu
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Zehui Hong
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Shirong Zhang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Baochao Zhang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Yating Wu
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Haojiang Zuo
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China
| | - Jiazhen Liu
- Zigong Qiantian Baiwei Food Co., Ltd, Zigong, 643200, PR China
| | - Ziwen Yan
- Zigong Qiantian Baiwei Food Co., Ltd, Zigong, 643200, PR China
| | - Xiaofang Pei
- West China School of Public Health and West China Fourth Hospital, Sichuan University, 16#, Section 3, Renmin Nan Road, Chengdu, 610041, PR China.
- Food Safety Monitoring and Risk Assessment Key Laboratory of Sichuan Province, Department of Public Health Laboratory Sciences, West China School of Public Health, Sichuan University, Chengdu, 610041, PR China.
- West China-PUMC C. C. Chen Institute of Health, Sichuan University, Chengdu, 610041, PR China.
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23
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Ye X, Yu Y, Liu J, Zhu Y, Yu Z, Liu P, Wang Y, Wang K. Inoculation strategies affect the physicochemical properties and flavor of Zhenjiang aromatic vinegar. Front Microbiol 2023; 14:1126238. [PMID: 36970705 PMCID: PMC10033837 DOI: 10.3389/fmicb.2023.1126238] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 02/15/2023] [Indexed: 03/11/2023] Open
Abstract
Inoculation strategy is a significant determinant of the flavor quality of Zhenjiang aromatic vinegar. Herein, the comparative analyses of the effects of various inoculation strategies on the physicochemical properties, microbial community structure, and flavoring characteristics of Zhenjiang aromatic vinegar were performed. The results showed that the contents of total acid (6.91 g/100 g), organic acid (2099.63 ± 4.13 mg/100 g) and amino acid (3666.18 ± 14.40 mg/100 g) in the direct inoculation strategy were higher than those in the traditional inoculation strategy (6.21 ± 0.02 g/100 g, 1939.66 ± 4.16 mg/100 g and 3301.46 ± 13.41 mg/100 g). At the same time, it can effectively promote the production of acetoin. The diversity of strains under the traditional inoculation strategy was higher than that under the direct inoculation strategy, and the relative abundance of major microbial genera in the fermentation process was lower than that under the direct inoculation strategy. In addition, for two different inoculation strategies, pH was proved to be an important environmental factor affecting the microbial community structure during acetic acid fermentation. The correlation between main microbial species, organic acids, non-volatile acids, and volatile flavor compounds is more consistent. Therefore, this study may help to develop direct injection composite microbial inoculants to replace traditional starter cultures in future research.
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24
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Chen L, Wang G, Teng M, Wang L, Yang F, Jin G, Du H, Xu Y. Non-gene-editing microbiome engineering of spontaneous food fermentation microbiota-Limitation control, design control, and integration. Compr Rev Food Sci Food Saf 2023; 22:1902-1932. [PMID: 36880579 DOI: 10.1111/1541-4337.13135] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/01/2023] [Accepted: 02/17/2023] [Indexed: 03/08/2023]
Abstract
Non-gene-editing microbiome engineering (NgeME) is the rational design and control of natural microbial consortia to perform desired functions. Traditional NgeME approaches use selected environmental variables to force natural microbial consortia to perform the desired functions. Spontaneous food fermentation, the oldest kind of traditional NgeME, transforms foods into various fermented products using natural microbial networks. In traditional NgeME, spontaneous food fermentation microbiotas (SFFMs) are typically formed and controlled manually by the establishment of limiting factors in small batches with little mechanization. However, limitation control generally leads to trade-offs between efficiency and the quality of fermentation. Modern NgeME approaches based on synthetic microbial ecology have been developed using designed microbial communities to explore assembly mechanisms and target functional enhancement of SFFMs. This has greatly improved our understanding of microbiota control, but such approaches still have shortcomings compared to traditional NgeME. Here, we comprehensively describe research on mechanisms and control strategies for SFFMs based on traditional and modern NgeME. We discuss the ecological and engineering principles of the two approaches to enhance the understanding of how best to control SFFM. We also review recent applied and theoretical research on modern NgeME and propose an integrated in vitro synthetic microbiota model to bridge gaps between limitation control and design control for SFFM.
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Affiliation(s)
- Liangqiang Chen
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China.,Kweichow Moutai Distillery Co., Ltd., Zunyi, China
| | | | | | - Li Wang
- Kweichow Moutai Distillery Co., Ltd., Zunyi, China
| | - Fan Yang
- Kweichow Moutai Distillery Co., Ltd., Zunyi, China
| | - Guangyuan Jin
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
| | - Hai Du
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
| | - Yan Xu
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, China
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25
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Jiang X, Peng Z, Zhu Q, Zheng T, Liu X, Yang J, Zhang J, Li J. Exploration of seasonal fermentation differences and the possibility of flavor substances as regulatory factors in Daqu. Food Res Int 2023; 168:112686. [PMID: 37120185 DOI: 10.1016/j.foodres.2023.112686] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 02/23/2023] [Accepted: 03/09/2023] [Indexed: 03/16/2023]
Abstract
Medium-high temperature Daqu is a characteristic starter for Chinese strong-flavor Baijiu fermentation, and its final quality determines the character and type of Baijiu. Nonetheless, its formation is affected by the interaction of physical and chemical, environmental and microbial interaction, and the differences in seasonal fermentation performance emerge. Here, the differences in the two seasons' Daqu fermentation properties were revealed by the detection of the enzyme activity. The respective dominant enzyme in summer Daqu (SUD) was protease and amylase, while cellulase and glucoamylase in spring Daqu (SPD). The underlying causes of this phenomenon were then investigated through an evaluation of nonbiological variables and microbial community structure. A greater absolute number of microorganisms, particularly Thermoactinomyces, were created in the SPD as a result of the superior growth environment (higher water activity). Additionally, the correlation network and discriminant analysis hypothesized that the volatile organic compound (VOC) guaiacol, which had a different content between SUD and SPD, may be a contributing element to the microbial composition. In contrast to SUD, the enzyme system activity related to guaiacol production in SPD was significantly higher. To support this notion that the volatile flavor chemicals mediate microbial interactions in Daqu, the growth effect of guaiacol on several bacteria isolated from the Daqu was examined in both a contact and non-contact manner. This study emphasized that VOCs not only have the basic characteristics of flavor compounds but also have ecological significance. Because the strains' varied structures and enzyme activities affected how the microorganisms interacted, the VOCs produced in this way ultimately had a synergistic effect on the various effects of Daqu fermentation.
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Zhao L, Wang Y, Xing J, Gu S, Wu Y, Li X, Ma J, Mao J. Distinct succession of abundant and rare fungi in fermented grains during Chinese strong-flavor liquor fermentation. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2022.113502] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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27
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Román-Camacho JJ, Mauricio JC, Santos-Dueñas IM, García-Martínez T, García-García I. Unraveling the Role of Acetic Acid Bacteria Comparing Two Acetification Profiles From Natural Raw Materials: A Quantitative Approach in Komagataeibacter europaeus. Front Microbiol 2022; 13:840119. [PMID: 35572698 PMCID: PMC9100681 DOI: 10.3389/fmicb.2022.840119] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 02/25/2022] [Indexed: 11/13/2022] Open
Abstract
The industrial production of vinegar is carried out by the activity of a complex microbiota of acetic acid bacteria (AAB) working, mainly, within bioreactors providing a quite specific and hard environment. The “omics” sciences can facilitate the identification and characterization analyses of these microbial communities, most of which are difficult to cultivate by traditional methods, outside their natural medium. In this work, two acetification profiles coming from the same AAB starter culture but using two natural raw materials of different alcoholic origins (fine wine and craft beer), were characterized and compared and the emphasis of this study is the effect of these raw materials. For this purpose, the composition and natural behavior of the microbiota present throughout these profiles were analyzed by metaproteomics focusing, mainly, on the quantitative protein profile of Komagataeibacter europaeus. This species provided a protein fraction significantly higher (73.5%) than the others. A submerged culture system and semi-continuous operating mode were employed for the acetification profiles and liquid chromatography with tandem mass spectrometry (LC-MS/MS) for the protein analyses. The results showed that neither of two raw materials barely modified the microbiota composition of the profiles, however, they had an effect on the protein expression changes in different biological process. A molecular strategy in which K. europaeus would prevail over other species by taking advantage of the different features offered by each raw material has been suggested. First, by assimilating the excess of inner acetic acid through the TCA cycle and supplying biosynthetic precursors to replenish the cellular material losses; second, by a previous assimilation of the excess of available glucose, mainly in the beer medium, through the glycolysis and the pentose phosphate pathway (PPP); and third, by triggering membrane mechanisms dependent on proton motive force to detoxify the cell at the final moments of acetification. This study could complement the current knowledge of these bacteria as well as to expand the use of diverse raw materials and optimize operating conditions to obtain quality vinegars.
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Affiliation(s)
- Juan J. Román-Camacho
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Córdoba, Córdoba, Spain
| | - Juan C. Mauricio
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Córdoba, Córdoba, Spain
- *Correspondence: Juan C. Mauricio,
| | - Inés M. Santos-Dueñas
- Department of Inorganic Chemistry and Chemical Engineering, Institute of Nanochemistry (IUNAN), University of Córdoba, Córdoba, Spain
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Córdoba, Córdoba, Spain
| | - Isidoro García-García
- Department of Inorganic Chemistry and Chemical Engineering, Institute of Nanochemistry (IUNAN), University of Córdoba, Córdoba, Spain
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28
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Wang D, Wang M, Cao L, Wang X, Sun J, Yuan J, Gu S. Changes and correlation of microorganism and flavor substances during persimmon vinegar fermentation. FOOD BIOSCI 2022. [DOI: 10.1016/j.fbio.2022.101565] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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