1
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Niu J, Li W, Du B, Wu Y, Lang Y, Sun B, Sun W, Li X. Temporal heterogeneity of microbial communities and flavor metabolism during storage of high-temperature Daqu. Food Chem 2025; 464:141577. [PMID: 39427619 DOI: 10.1016/j.foodchem.2024.141577] [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: 05/01/2024] [Revised: 09/28/2024] [Accepted: 10/06/2024] [Indexed: 10/22/2024]
Abstract
Storage is a crucial step in the production of Daqu, but the microbiological and flavor chemical kinetics of the storage process remain largely unknown and limit the quality control of Daqu. In this study, the microbial communities and volatile compounds were analyzed and compared during the storage of Daqu. Virgibacillus, Bacillus and Kroppenstedtia were the dominant bacterial genera, and Thermoascus, Thermomyces and Aspergillus were the dominant fungal genera. By LEfSe analysis, JW1 Daqu had more differential microbial markers. At the end of storage, the content of some compounds decreased significantly, such as esters, alcohols and ketones. In addition, PICRUSt2 predicted enzymes related to some important aroma production. These results indicated that microbial communities and volatiles changed significantly during storage of Daqu, which might be important for optimization of quality.
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Affiliation(s)
- Jialiang Niu
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510641, China; Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100816, China; Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 100048, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Weiwei Li
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100816, China; Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 100048, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Binghao Du
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100816, China; Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 100048, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Yanfang Wu
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100816, China; Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 100048, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Ying Lang
- Guizhou Wangmao Jiuqu Research Institute Co.Ltd, China
| | - Baoguo Sun
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100816, China; Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 100048, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Weizheng Sun
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510641, China.
| | - Xiuting Li
- Key Laboratory of Geriatric Nutrition and Health (Beijing Technology and Business University), Ministry of Education, Beijing 100816, China; Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 100048, China; Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China.
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2
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Zhao L, Zhang W, Niu Y, Chen X, Guo J, Wu Y, Li X, Gu S. Deciphering the fungal symphony: unveiling the fungal dynamics during the fermentation of traditional Chinese strong-flavor Daqu. Front Microbiol 2025; 16:1540118. [PMID: 39927264 PMCID: PMC11802508 DOI: 10.3389/fmicb.2025.1540118] [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: 12/05/2024] [Accepted: 01/07/2025] [Indexed: 02/11/2025] Open
Abstract
Daqu, a starter culture rich in microorganisms like bacteria and fungi, is central to vinification and liquor brewing, yet fungal contributions are often understudied. In this study, we used Illumina MiSeq sequencing to investigate the succession of fungal community during Chinese strong-flavor liquor fermentation. The results showed that the alpha and beta diversity of fungal community were significantly different during Daqu fermentation. The dominant phyla and genera are Ascomycota and Saccharomycopsis, respectively. Co-occurrence network analysis identified 10 keystone species during Daqu fermentation, displaying that the positive correlations (99.64%) dominated the fungal network. The redundancy analysis showed that moisture has the most significant influence on the Daqu fungal community. Concurrently, a robust association was observed between 10 keystone fungal genera and environmental parameters such as acidity and moisture. These findings not only elucidated the intricate dynamics of the fungal community succession and the interplays among fungi but also pinpointed the primary drivers of the fungal community and its keystone species during the Daqu fermentation process. Ultimately, this research presented novel perspectives for enhancing the quality and precision of liquor production by shedding light on the central role of keystone species in maintaining community stability and their adaptive responses to environmental stimuli.
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Affiliation(s)
- Lina Zhao
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
| | - Wenjing Zhang
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
| | - Yuting Niu
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
| | - Xiaohan Chen
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
| | - Jiuyang Guo
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
| | - Ying Wu
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
- Henan Engineering Research Center of Food Microbiology, Luoyang, China
| | - Xuan Li
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
| | - Shaobin Gu
- College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, China
- Henan Engineering Research Center of Food Microbiology, Luoyang, China
- National Demonstration Center for Experimental Food Processing and Safety Education, Luoyang, China
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3
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Wang SY, Li C, Li YJ, Liu GQ, Lu ZM, Chai LJ, Xu HY, Shi JS, Wang ST, Shen CH, Zhang XJ, Xu ZH. Evolution of aroma compounds in round soy sauce aroma type baijiu during aging and the effect of aging markers on the lasting aroma in finished glass. Food Chem X 2025; 25:102193. [PMID: 39906068 PMCID: PMC11791326 DOI: 10.1016/j.fochx.2025.102193] [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: 11/30/2024] [Revised: 01/06/2025] [Accepted: 01/14/2025] [Indexed: 02/06/2025] Open
Abstract
Soy sauce aroma type Baijiu (SSAB) is a complex blend of seven rounds of raw SSAB, each with distinct aroma profiles that evolve during maturation. Tracking the aging of individual rounds is crucial for understanding flavor development. The round 1-4 SSABs were analyzed by gas chromatography-mass spectrometry and an electronic tongue over one-year aging. Results showed that short/medium-chain esters decrease while long-chain esters, acids, aldehydes, pyrazines, ketones, and furans increase. Kinetic analysis showed that short/medium-chain ethyl esters reach equilibrium in the esterification-hydrolysis reactions, whereas long-chain ethyl esters favor esterification, with their reaction quotient (Qc) diverging from the equilibrium point. Linoleic acid ethyl ester, identified as a key aging marker, was found to reduce the volatilization rate of critical aroma compounds in the finished glass, thereby prolonged the duration of lingering aromas. These findings provide a foundation for improving SSAB blending and storage, highlighting aging's key role in enhancing Baijiu quality.
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Affiliation(s)
- Shi-Yi Wang
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
| | - Chen Li
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
| | - Yu-Jie Li
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
| | - Guang-Qian Liu
- Innovation Center for Advanced Brewing Science and Technology, College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, PR China
| | - Zhen-Ming Lu
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
- National Engineering Research Center of Cereal Fermentation and Food Biomanufacturing, Jiangnan University, Wuxi 214122, PR China
| | - Li-Juan Chai
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
- National Engineering Research Center of Cereal Fermentation and Food Biomanufacturing, Jiangnan University, Wuxi 214122, PR China
| | - Hong-Yu Xu
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
- National Engineering Research Center of Cereal Fermentation and Food Biomanufacturing, Jiangnan University, Wuxi 214122, PR China
| | - Jin-Song Shi
- School of Life Science and Health Engineering, Jiangnan University, Wuxi 214122, PR China
| | - Song-Tao Wang
- National Engineering Research Center of Solid-State Brewing, Luzhou 646000, PR China
| | - Cai-Hong Shen
- National Engineering Research Center of Solid-State Brewing, Luzhou 646000, PR China
| | - Xiao-Juan Zhang
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
- National Engineering Research Center of Cereal Fermentation and Food Biomanufacturing, Jiangnan University, Wuxi 214122, PR China
| | - Zheng-Hong Xu
- Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi 214122, PR China
- Innovation Center for Advanced Brewing Science and Technology, College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, PR China
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4
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Guan T, Wei X, Qiu X, Liu Y, Yu J, Hou R, Liu M, Mao Y, Liu Q, Tian L, He Z, Xiang S. Precipitation and temperature drive microbial community changes affecting flavor quality of Nongxiangxing Daqu. Food Chem X 2024; 24:102063. [PMID: 39717403 PMCID: PMC11665295 DOI: 10.1016/j.fochx.2024.102063] [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: 08/27/2024] [Revised: 11/24/2024] [Accepted: 11/29/2024] [Indexed: 12/25/2024] Open
Abstract
Nongxiangxing Baijiu is the most famous Baijiu flavor in China, and its characteristic style is closely related to Nongxiangxing Daqu used in fermentation. However, there are few reports about the difference of Daqu quality between seasonal variations. In this study, precipitation and temperature drove changes in microbial communities that resulted in differences in the flavor of Daqu produced in different seasons. For example, the average daily temperature in summer was as high as 27.29 ± 2.24 °C, which was significantly higher than other seasons (p < 0.01). Bacillus was abundant in the Daqu produced in this season, while tetramethylpyrazine flavor was more prominent, up to 1556.95 ± 153.92 μg/kg. Metabolomics studies identified major pathways associated with the weak flavor of spring_Daqu. In addition, LEFSe analysis revealed the marked microorganisms in different seasons. These results revealed the differences in seasonal Daqu, thus contributing to the scientific and rational use of Daqu.
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Affiliation(s)
- Tongwei Guan
- College of Food and Biological Engineering, Xihua University, Food Microbiology Key Laboratory of Sichuan Province,Chengdu 610039, China
| | - Xinyue Wei
- Sichuan Mianzhu Jiannanchun Liquor Co., Ltd, Mianzhu 618200, China
| | - Xianping Qiu
- Sichuan Quanxing of Liquor Co., Ltd., Chengdu 610000, China
| | - Ying Liu
- College of Food and Biological Engineering, Xihua University, Food Microbiology Key Laboratory of Sichuan Province,Chengdu 610039, China
| | - Jianshen Yu
- Sichuan Quanxing of Liquor Co., Ltd., Chengdu 610000, China
| | - Rui Hou
- Sichuan Mianzhu Jiannanchun Liquor Co., Ltd, Mianzhu 618200, China
| | - Maoke Liu
- Institute of Rice and Sorghum Sciences, Sichuan Academy of Agricultural Sciences, Deyang 618000, China
| | - Yichen Mao
- Xinjiang Kaiduhe Liquor Co., Ltd, Hejing 841302, China
| | - Qingru Liu
- College of Food and Biological Engineering, Xihua University, Food Microbiology Key Laboratory of Sichuan Province,Chengdu 610039, China
| | - Lei Tian
- College of Food and Biological Engineering, Xihua University, Food Microbiology Key Laboratory of Sichuan Province,Chengdu 610039, China
| | - Zongjun He
- Sichuan Tujiu Liquor Co., Ltd, Nanchong 637919, China
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5
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Lu Y, Yan Q, Zhang K, Zhang J, Zou W, Yang J, Li H. Generation of a synthetic autochthonous microbiota responsible for the essential flavors and brewing properties of Daqu. Food Res Int 2024; 197:115180. [PMID: 39593391 DOI: 10.1016/j.foodres.2024.115180] [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: 05/19/2024] [Revised: 09/25/2024] [Accepted: 09/29/2024] [Indexed: 11/28/2024]
Abstract
Based on the 26 strains of medium-high-temperature Daqu, seed microbial inocula and mature microbial inoculants were prepared and inoculated into crushed wheat to prepare cleaner medium-high-temperature Daqu (XQ). The physicochemical properties, flavor, and microbial profile of XQ were studied using traditional medium-high-temperature Daqu (CQ) or industry standards as controls. The results showed that the liquefaction ability, saccharification activity, esterification activity, and moisture content of XQ were better than those of Daqu industry standards. The results of GC-MS and E-nose analyses showed that the main flavor compounds in the two types of Daqu were esters, alcohols, acids, and aldehydes, which had similar flavor profiles. Microbial sequencing revealed that the most abundant fungi in XQ were Aspergillus subflavus, Wickerhamomyces anomalus, Rhizopus oryzae, and Candida tropicalis, whereas the most abundant bacteria were Lactobacillus curvatus, Weissella cibaria, and Bacillus subtilis. Both types of Daqu contained a high abundance of W. anomalus. In addition, the COG (Clusters of Orthologous Groups of Proteins) analyses displayed that the two types of Daqu had their dominant functions and generally had the pathways and functional characteristics of organism growth and metabolism. This study laid some experimental research bases for the preparation of cleaner Daqu and could provide insights for producing safer microbial fermented foods.
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Affiliation(s)
- Yujie Lu
- College of Bioengineering, Sichuan University of Science & Engineering, Yibin 644005, Sichuan, China
| | - Qin Yan
- College of Bioengineering, Sichuan University of Science & Engineering, Yibin 644005, Sichuan, China
| | - Kaizheng Zhang
- College of Bioengineering, Sichuan University of Science & Engineering, Yibin 644005, Sichuan, China.
| | - Jiabin Zhang
- College of Bioengineering, Sichuan University of Science & Engineering, Yibin 644005, Sichuan, China
| | - Wei Zou
- College of Bioengineering, Sichuan University of Science & Engineering, Yibin 644005, Sichuan, China
| | - Jiangang Yang
- Department of Biology and Food Engineering, Bozhou University, Bozhou 236800, Anhui, China.
| | - Hongmei Li
- College of Bioengineering, Sichuan University of Science & Engineering, Yibin 644005, Sichuan, China
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6
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Dai Y, Fan X, Yang Z, Wu L, Zhou X, Fang X, Ge X, Zhao L. Characteristics and correlation of flavor substances and hangover indexes in Chinese baijiu during storage. Curr Res Food Sci 2024; 9:100887. [PMID: 39498460 PMCID: PMC11533564 DOI: 10.1016/j.crfs.2024.100887] [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: 09/02/2024] [Revised: 10/08/2024] [Accepted: 10/13/2024] [Indexed: 11/07/2024] Open
Abstract
It is generally believed that there is a great relationship between hangover and the age of Baijiu. However, what factors make Baijiu (stored for a long time) feel better after drinking has not been well explained. In this study, ethanol metabolism, oxidation stress, inflammation and release of inhibitory neurotransmitter were selected as the indicator of hangover. The results showed that the longer the age of Baijiu, the higher the antioxidant and anti-inflammatory levels, the less damage to the liver of mice. In addition, we also found that the longer the age of Baijiu, the faster the ethanol metabolism rate, the smaller the impact on the brain. A correlation analysis on Baijiu ingredients and hangover related indicators was conducted. These results showed that ethyl acetate, n-butanol, n-hexanol, butyl acetate, ethyl octanoate, isovaleric acid, 2-hydroxypropionic acid had a great correlation with all hangover related indicators.
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Affiliation(s)
- Yuan Dai
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Yanghe Distillery Co. Ltd., Suqian, 223800, Jiangsu Province, China
| | - Xianyu Fan
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Yanghe Distillery Co. Ltd., Suqian, 223800, Jiangsu Province, China
| | - Zhiqing Yang
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, 210037, China
| | - Lulu Wu
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, 210037, China
- College of Chemical Engineering, Nanjing Forestry University, 159 Long Pan Road, Nanjing, 210037, China
| | - Xinhu Zhou
- Jiangsu Yanghe Distillery Co. Ltd., Suqian, 223800, Jiangsu Province, China
| | - Xianying Fang
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, 210037, China
- Jinpu Research Institute, Nanjing Forestry University, Nanjing, China
- College of Chemical Engineering, Nanjing Forestry University, 159 Long Pan Road, Nanjing, 210037, China
| | - Xiangyang Ge
- Jiangsu Yanghe Distillery Co. Ltd., Suqian, 223800, Jiangsu Province, China
| | - Linguo Zhao
- Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing, 210037, China
- Jinpu Research Institute, Nanjing Forestry University, Nanjing, China
- College of Chemical Engineering, Nanjing Forestry University, 159 Long Pan Road, Nanjing, 210037, China
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7
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Wu Y, Chen H, Sun Y, Huang H, Chen Y, Hong J, Liu X, Wei H, Tian W, Zhao D, Sun J, Huang M, Sun B. Integration of Chemometrics and Sensory Metabolomics to Validate Quality Factors of Aged Baijiu (Nianfen Baijiu) with Emphasis on Long-Chain Fatty Acid Ethyl Esters. Foods 2023; 12:3087. [PMID: 37628086 PMCID: PMC10453570 DOI: 10.3390/foods12163087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/14/2023] [Accepted: 08/14/2023] [Indexed: 08/27/2023] Open
Abstract
The storage process of Baijiu is an integral part of its production (the quality undergoes substantial changes during the aging process of Baijiu). As the storage time extends, the flavor compounds in Baijiu tend to undergo coordinated transformation, thereby enhancing the quality of Baijiu. Among them, long-chain fatty acid ethyl esters (LCFAEEs) were widely distributed in Baijiu and have been shown to have potential contributions to the quality of Baijiu. However, the current research on LCFAEEs in Baijiu predominantly focuses on the olfactory sensation aspect, while there is a lack of systematic investigation into their influence on taste and evaluation after drinking Baijiu during the aging process. In light of this, the present study investigates the distribution of LCFAEEs in Baijiu over different years. We have combined modern flavor sensory analysis with multivariate chemometrics to comprehensively and objectively explore the influence of LCFAEEs on Baijiu quality. The results demonstrate a significant positive correlation between the concentration of LCFAEEs and the fruity aroma (p < 0.05, r = 0.755) as well as the aged aroma (p < 0.05, r = 0.833) of Baijiu within a specific range; they can effectively reduce the off-flavors and spicy sensation of Baijiu. Furthermore, additional experiments utilizing a single variable suggest that LCFAEEs were crucial factors influencing the flavor of Baijiu, with Ethyl Palmitate (EP) being the most notable LCFAEE that merits further systematic investigation.
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Affiliation(s)
- Yashuai Wu
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Hao Chen
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Yue Sun
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - He Huang
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Yiyuan Chen
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Jiaxin Hong
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
- Department of Nutrition and Health, China Agriculture University, Beijing 100193, China
| | - Xinxin Liu
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Huayang Wei
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Wenjing Tian
- Department of Food and Bioengineering, Beijing Vocational College of Agriculture, Beijing 102442, China;
| | - Dongrui Zhao
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Jinyuan Sun
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Mingquan Huang
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
| | - Baoguo Sun
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China; (Y.W.); (H.C.); (Y.S.); (H.H.); (Y.C.); (J.H.); (X.L.); (H.W.); (J.S.); (M.H.); (B.S.)
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing 100048, China
- Beijing Laboratory of Food Quality and Safety, Beijing Technology and Business University, Beijing 100048, China
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8
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Fan Z, Jia W. Extracellular proteolytic enzyme-mediated amino exposure and β-oxidation drive the raspberry aroma and creamy flavor formation. Food Chem 2023; 424:136442. [PMID: 37236078 DOI: 10.1016/j.foodchem.2023.136442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/17/2023] [Accepted: 05/19/2023] [Indexed: 05/28/2023]
Abstract
The fermentation-driving ability of Daqu has been widely reported, while the potential influence of substances in Daqu on Baijiu flavor formation has attracted increasing interest. Pseudo-targeted metabolomics integrated proteomics combined with sensory evaluation strategy was applied to investigate the correlation between flavor characteristics and metabolic profiling of Daqu, and the mechanism of flavor formation was also elucidated. The 4-hydroxy-2,5-dimethylfuran-3-one (3.5 mg kg-1) and 2,3-dihydro-1 h-inden-5-ol (894.3 μg kg-1) were identified as the unique substances in qingcha qu, which were vital for raspberry flavor formation and associated with the up-regulation of amino acid metabolism. The dec-9-enoic acid (37.4 mg kg-1) was screened out as the substance related to the formation of cream flavor in hongxin qu produced through the shortening of fatty acid carbon chains and unsaturated modification of long chain fatty and acceleration of carbon metabolism in hongxin qu mediated by filamentous Aspergillus spp. was related to the smoky aroma enhancement.
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Affiliation(s)
- Zibian Fan
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an 710021, China
| | - Wei Jia
- School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an 710021, China; Shaanxi Research Institute of Agricultural Products Processing Technology, Xi'an 710021, China.
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9
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Yu Y, Yu W, Jin Y. Peptidomics analysis of Jiang-Flavor Daqu from high-temperature fermentation to mature and in different preparation season. J Proteomics 2023; 273:104804. [PMID: 36587731 DOI: 10.1016/j.jprot.2022.104804] [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: 09/16/2022] [Revised: 11/23/2022] [Accepted: 12/15/2022] [Indexed: 12/31/2022]
Abstract
Jiang-Flavor Daqu (JFDQ) is a grain-type fermented starter for brewing Chinese liquor. Peptides, the metabolites of proteins in JFDQ, are important for the quality and flavor of JFDQ or even the liquor. The peptide variations in the progress of JFDQ preparation were investigated using RPLC-MS/MS. The JFDQ after high-temperature fermenting (HTF_SU) and after ripening (M_SU), as well as the mature JFDQ prepared in spring (M_SP) and in summer (M_SU), were compared respectively. These two groups were investigated from peptides, precursor proteins, abundance, interactions, and potential antimicrobial peptides (pAMPs). A total of 177, 158, and 262 peptides from HTF_SU, M_SP, and M_SU were identified, respectively. Significant differences (P < 0.01) in the abundance of shared peptides were found in different fermentation stage group (HTF_M), and stronger positive correlations were observed in different preparation season group (MSP_MSU). The interactions of the shared peptides in HTF_M and in MSP_MSU were investigated respectively. In addition, 8 pAMPs in HTF_SU, 5 in M_SP, and 22 in M_SU were predicted using CAMPR3, and their core functional regions were analyzed. This systematic study demonstrated the influences of fermentation stage and preparation season on the peptide profiles in JFDQ, which would provide theoretical guidance and be helpful for JFDQ production. SIGNIFICANCE: Peptidomics analysis showed that the peptide profiles of JFDQ varied in different fermentation stages and different preparation seasons, which mainly resulted from the peptides with high abundance, high interaction degrees, and potential antimicrobial activity, as well as the important precursor proteins such as glutens. This systematic study would benefit for the insufficiency of peptide research of JFDQ till now, and provide theoretical guidance for JFDQ production.
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Affiliation(s)
- Yang Yu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China
| | - Wenhao Yu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China
| | - Yan Jin
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China.
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10
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Liu QR, Zhang XJ, Zheng L, Meng LJ, Liu GQ, Yang T, Lu ZM, Chai LJ, Wang ST, Shi JS, Shen CH, Xu ZH. Machine learning based age-authentication assisted by chemo-kinetics: Case study of strong-flavor Chinese Baijiu. Food Res Int 2023; 167:112594. [PMID: 37087223 DOI: 10.1016/j.foodres.2023.112594] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 01/02/2023] [Accepted: 02/14/2023] [Indexed: 02/18/2023]
Abstract
The aged Chinese liquor, Baijiu, is highly valued for its superior organoleptic qualities. However, since age-authentication method and aging-mechanism elucidation of Baijiu is still in the exploratory stage, high-quality aged Baijiu is often replaced by lower-quality, less-aged product with fraudulent mislabeling. Authentic high-quality strong-flavor Baijiu was analyzed by gas chromatography-mass spectrometry. Total esters decreased with aging, while acids, alcohols, aldehydes, ketones, terpenes, pyrazines increased. Although concentrations of partial compounds showed non-monotonic profiling during aging, a close positive linear correlation (R2 = 0.7012) of Baijiu Evenness index (0.55-0.59) with aging time was observed, indicating a more balanced composition in aged Baijiu. The reaction quotient (Qc) of each esterification, calculated by the corresponding reactant and product concentration, approached to the corresponding thermodynamic equilibrium constant Kc. This result demonstrated that the spontaneous transformation driven by thermodynamics explained part of the aging compositional profiling. Furthermore, an aging-related feature selection and an age-authentication method were established based on three models combined with five ranking algorithms. Forty-one key features, including thirty-six compound concentrations, four esterification Qc values and the Evenness index were selected out. The age-authentication based on neural network using forty-one input features accurately predicted the age group of Baijiu samples (F1 = 100 %). These findings have deepened understanding of the Baijiu aging mechanism and provided a novel, effective approach for age-authentication of Baijiu and other liquors.
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Zhang Y, Xu J, Jiang Y, Niu J, Chen X, Han BZ. Microbial characteristics and metabolite profiles of high-temperature Daqu in different maturation stages. World J Microbiol Biotechnol 2022; 38:234. [PMID: 36222911 DOI: 10.1007/s11274-022-03428-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/30/2022] [Indexed: 11/24/2022]
Abstract
The maturation period of high-temperature Daqu (HTD) is usually 3-6 months, and the characteristics of HTD at different maturation stages were different. In this study, the microbial characteristics and metabolite profiles of HTD at different maturation stages were revealed with the combination of physicochemical detection, the third generation Pacific Biosciences (PacBio) single-molecule, real-time (SMRT) sequencing technology, gas chromatography-mass spectrometry (GC-MS), and gas chromatography-ion mobility spectrometry (GC-IMS). Results showed that HTD matured for 6 months (Mix_m6) had higher saccharification power but less culturable thermotolerant bacteria and fungi than HTD matured for 3 months (Mix_m3). The average relative abundances of Thermoactinomyces, Paenibacillus, and Rasamsonia in Mix_m3 were higher than that in Mix_m6, while the average relative abundances of Bacillus, Pseudomonas, Thermoascus increased obviously with the prolongation of the maturation period. Streptomyces and Thermoactinomyces were biomarkers in Mix_m3, while Burkholderia and Pseudomonas were regarded as biomarkers in Mix_m6. Differences in microbiota structure led to different enrichment of metabolic pathways in HTD at different maturation stages, resulting in different flavor profiles, especially in ethyl acetate, 1-octen-3-one, (E)-3-Hexen-1, 2,3,5-trimethy-6-ethylpyrazine, pyrazine, tetramethyl content. The microbiota and metabolite characteristics of HTD comprehensively reflected the HTD quality in different maturation stages, which provided a reference for determining the optimal maturation time.
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Affiliation(s)
- Yuandi Zhang
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, No.17 Qinghua Donglu, Haidian District, Beijing, 100083, China
| | - Jingguo Xu
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, No.17 Qinghua Donglu, Haidian District, Beijing, 100083, China
| | | | - Jiao Niu
- Sichuan Langjiu Co., Ltd., Luzhou, China
| | - Xiaoxue Chen
- Key Laboratory of Precision Nutrition and Food Quality, Key Laboratory of Functional Dairy, Ministry of Education, Department of Nutrition and Health, China Agricultural University, Beijing, 100083, China
| | - Bei-Zhong Han
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, No.17 Qinghua Donglu, Haidian District, Beijing, 100083, China.
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12
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Liu Y, Li X, Li H, Zhang H, Shen X, Zhang L, Han S, Pan C. Taorong-type Baijiu starter: Analysis of fungal community and metabolic characteristics of middle-temperature Daqu and high-temperature Daqu. PLoS One 2022; 17:e0274881. [PMID: 36194604 PMCID: PMC9531834 DOI: 10.1371/journal.pone.0274881] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 09/06/2022] [Indexed: 11/19/2022] Open
Abstract
To study the difference between the fungal community compositional and fragrance components in medium- and high-Temperature Taorong-type Baijiu Daqu. The microbial communities and fragrance components of Taorong-type Baijiu Daqu were analyzed using high-throughput sequencing (HTS) and headspace-solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS). With an abundance at the phylum and genus levels ≥0.01% as the threshold, 3 phyla, Mucoromycota, Ascomycota, and Basidiomycota, were found in both medium- and high-temperature Daqu, but their abundances differed. At the genus level, 15 and 13 genera were recognized. Rhizopus (72.40%) and Thermomyces (53.32%) accounted for the most significant proportions in medium-temperature and high-temperature Daqu, respectively. Medium-temperature Daqu and high-temperature Daqu were found to have 40 and 29 fragrance components, respectively and contained the highest proportions of pyrazines (53.12%) and acids (32.68%). Correlation analyses between microbes and fragrance components showed that Aspergillus, Hyphopichia, Trichosporon, Alternaria were all highly and positively correlated with pyrazines, but the dominant fungal communities were highly correlated with only a few individual acid compounds but not with acid compounds overall. The unique Daqu -making process and environment lead to these differences.
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Affiliation(s)
- Yanbo Liu
- College of Food and Biological Engineering(Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Postdoctoral Programme, Henan Yangshao Distillery Co., Ltd., Mianchi, China
- School of Life Sciences, Henan University, Kaifeng, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou, China
| | - Xin Li
- College of Food and Biological Engineering(Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou, China
| | - Haideng Li
- College of Food and Biological Engineering(Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou, China
- College of Biological Engineering, Henan University of Technology, Zhengzhou, China
| | - Huimin Zhang
- College of Food and Biological Engineering(Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou, China
| | - Xiangkun Shen
- Henan Food Industry Science Research Institute Co., Ltd., Zhengzhou, China
| | - Lixin Zhang
- School of Life Sciences, Henan University, Kaifeng, China
| | - Suna Han
- Postdoctoral Programme, Henan Yangshao Distillery Co., Ltd., Mianchi, China
| | - Chunmei Pan
- College of Food and Biological Engineering(Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou, China
- * E-mail:
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13
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Hou X, Hui M, Sun Z, Li X, Shi X, Xiao R, Wang J, Pan C, Li R. Comparative analysis of the microbiotas and physicochemical properties inside and outside medium-temperature Daqu during the fermentation and storage. Front Microbiol 2022; 13:934696. [PMID: 35966713 PMCID: PMC9363831 DOI: 10.3389/fmicb.2022.934696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 06/30/2022] [Indexed: 11/13/2022] Open
Abstract
Medium-temperature Daqu (MT-Daqu), a saccharification-fermentation agent and aroma-producing agent, is used to produce Chinese strong-flavor Baijiu. Many related studies have been published; however, less is known about microbial community and quality properties inside and outside the MT-Daqu from fermentation to storage. Here, along with determining the physicochemical index, the microbial community of MT-Daqu was investigated using both culture-dependent and culture-independent methods during 31 days of fermentation and 4 months of storage. Volatile compounds of mature MT-Daqu were analyzed using headspace solid-phase microextraction (HS-SPME) combined with gas chromatography-mass spectrometry (GC–MS). The results indicated obvious variation in the microbial community due to the changes in environmental conditions, and the physicochemical indices shifted from fluctuations in the fermentation period to relative stability after storage for 3 months. Moreover, the microbial counts and physicochemical indices of the inner layers of MT-Daqu differed from those of the outer layers. The dominant communities, including the bacterial phyla Firmicutes, Proteobacteria, and Actinobacteria and the fungal phyla Ascomycota and Mucoromycota, showed different abundances in the two parts of the mature MT-Daqu, and different microbial communities were enriched in both parts. Additionally, pyrazines and alcohols were the most abundant volatile aroma compounds in the mature MT-Daqu.
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Affiliation(s)
- Xiaoge Hou
- School of Biological Engineering, Henan University of Technology, Zhengzhou, China
| | - Ming Hui
- School of Biological Engineering, Henan University of Technology, Zhengzhou, China
| | - Zhongke Sun
- School of Biological Engineering, Henan University of Technology, Zhengzhou, China
| | - Xuesi Li
- School of Food and Biological Engineering, Henan University of Animal Husbandry and Economy, Zhengzhou, China
| | - Xin Shi
- School of Biological Engineering, Henan University of Technology, Zhengzhou, China
| | - Ran Xiao
- School of Biological Engineering, Henan University of Technology, Zhengzhou, China
| | - Junfei Wang
- College of Science, Henan University of Technology, Zhengzhou, China
| | - Chunmei Pan
- School of Food and Biological Engineering, Henan University of Animal Husbandry and Economy, Zhengzhou, China
| | - Ruifang Li
- School of Biological Engineering, Henan University of Technology, Zhengzhou, China
- Key Laboratory of Functional Molecules for Biomedical Research, Henan University of Technology, Zhengzhou, China
- *Correspondence: Ruifang Li,
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14
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A High-Throughput Absolute Abundance Quantification Method for the Characterisation of Daqu Core Fungal Communities. FERMENTATION-BASEL 2022. [DOI: 10.3390/fermentation8080345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
An inherent issue in high-throughput sequencing applications is that they provide compositional data for relative abundance. This often obscures the true biomass and potential functions of fungi in the community. Therefore, we presented a high-throughput absolute quantification (HAQ) method to quantitatively estimate the fungal abundance in Daqu. In this study, five internal standard plasmids (ISPs) were designed for the fungal ITS2 subregion with high length variations. Five ISPs were then utilised to establish standard curves with a quantitative concentration range of 103–107 cells/g, and this was used to quantify the core fungi, including Basidiomycota, Ascomycota, and Mucoromycota. Using three types of mature Daqu from different regions, we demonstrated that the HAQ method yielded community profiles substantially different from those derived using relative abundances. Then, the HAQ method was applied to the Daqu during fermentation. The initial formation of the Daqu surface occurred in the fourth stage, which was mainly driven by moisture. The key fungi that caused the initial formation of the Daqu surface included Hyphopichia burtonii, Saccharomycopsis fibuligera, and Pichia kudriavzevii. The initial formation of the Daqu core occurred in the fifth stage, which was mainly affected by moisture and reducing the sugar content. The key fungi that cause the initial formation of the Daqu core included S. fibuligera and Paecilomyces verrucosus. We conclude that the HAQ method, when applied to ITS2 gene fungal community profiling, is quantitative and that its use will greatly improve our understanding of the fungal ecosystem in Daqu.
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15
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Zhang Y, Xu J, Ding F, Deng W, Wang X, Xue Y, Chen X, Han BZ. Multidimensional profiling indicates the shifts and functionality of wheat-origin microbiota during high-temperature Daqu incubation. Food Res Int 2022; 156:111191. [DOI: 10.1016/j.foodres.2022.111191] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2021] [Revised: 03/22/2022] [Accepted: 03/24/2022] [Indexed: 02/07/2023]
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16
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Cai W, Wang Y, Ni H, Liu Z, Liu J, Zhong J, Hou Q, Shan C, Yang X, Guo Z. Diversity of microbiota, microbial functions, and flavor in different types of low-temperature Daqu. Food Res Int 2021; 150:110734. [PMID: 34865753 DOI: 10.1016/j.foodres.2021.110734] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 09/06/2021] [Accepted: 09/28/2021] [Indexed: 02/01/2023]
Abstract
Light-flavor Baijiu is made from grain materials using a combination of three types of low-temperature Daqu (Hongxin, Houhuo, and Qingcha). This study comprehensively examined the microbial structure, microbial functions, and flavor characteristics of the three types of low-temperature Daqu using high-throughput sequencing and electronic senses, and it further clarified the relationship between the microbiota and flavor in low-temperature Daqu. The results showed that Hongxin had the highest bacterial richness and diversity, while Houhuo had the lowest. Both fungal richness and diversity were significantly higher in Qingcha than in Hongxin and Houhuo. The differences in peak temperature during Daqu-making led to significant differences in the structure of microbial communities, microbial functions, and flavor quality in the three types of low-temperature Daqu, and could be leveraged for screening and enriching functional microorganisms for Baijiu-making. Co-exclusion patterns between lactic acid bacteria and Bacillus in low-temperature Daqu resulted in a negative correlation between amino acid transport metabolism and carbohydrate transport metabolism. The different types of low-temperature Daqu had distinct flavor profiles, and the differences in the taste profiles were more significant. Dominated by Thermoactinomyces and Lactobacillus, and together with Saccharopolyspora, Bacillus, Streptomyces, Saccharomycopsis, and Thermoascus, they formed the core microbiota that influencing the flavor of low-temperature Daqu. The bacteria mainly influenced the taste of low-temperature Daqu, whereas the fungi mainly influenced the aroma. Each type of low-temperature Daqu contributed to the flavor of light-flavor Baijiu: Hongxin could elevate the levels of aromatic compounds, Houhuo could regulate the bitterness and sourness, and Qingcha could inhibit the generation of sulfur organic compounds. The results of the present study enrich and refine our knowledge of low-temperature Daqu, promoting the further evolution of traditional brewing methods.
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Affiliation(s)
- Wenchao Cai
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, Hubei Province, PR China; School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, PR China; Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China
| | - Yurong Wang
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, Hubei Province, PR China; Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China
| | - Hui Ni
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, Hubei Province, PR China; School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, PR China; Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China
| | - Zhongjun Liu
- Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China; Xiangyang Fen-flavor Baijiu Biotechnology Key Laboratory, Xiangyang, Hubei Province, PR China
| | - Jiming Liu
- Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China; Xiangyang Fen-flavor Baijiu Biotechnology Key Laboratory, Xiangyang, Hubei Province, PR China
| | - Ji'an Zhong
- Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China; Xiangyang Fen-flavor Baijiu Biotechnology Key Laboratory, Xiangyang, Hubei Province, PR China
| | - Qiangchuan Hou
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, Hubei Province, PR China; Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China
| | - Chunhui Shan
- School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, PR China
| | - Xinquan Yang
- School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, PR China
| | - Zhuang Guo
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, Hubei Province, PR China; Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, PR China.
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Tang J, Liu Y, Lin B, Zhu H, Jiang W, Yang Q, Chen S. Effects of ultra-long fermentation time on the microbial community and flavor components of light-flavor Xiaoqu Baijiu based on fermentation tanks. World J Microbiol Biotechnol 2021; 38:3. [PMID: 34817705 PMCID: PMC8611178 DOI: 10.1007/s11274-021-03183-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/29/2021] [Indexed: 01/19/2023]
Abstract
Microbial structure and succession of fermented grains play a significant role in Baijiu's flavor and quality. In this study, high-throughput sequencing (HTS) coupled with headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS) were used to analyze the microbial community structures and flavor components in the fermented grains at the end of fermentation from different fermentation time of light-flavor Xiaoqu Baijiu. HTS results showed that Lactobacillus acetotolerans, Lactobacillus helveticus, Lactobacillus buchneri, Wickerhamomyces, Saccharomyces, and Condenascus were identified as the dominant microbes, but Lactobacillus (96.28%) exhibited obvious advantages at the end of ultra-long fermentation time (day 98). HS-SPME-GC-MS analysis revealed that esters and alcohols had the most abundance in fermented grains of day 98, containing high concentrations of ethyl acetate, diethyl succinate, phenylethyl alcohol, isoamyl alcohol, and n-propanol, which were related to the succession of Lactobacillus and yeast communities. Interestingly, the content of n-propanol in the ultra-long fermentation time samples (day 98) was 6 times of that in normal fermented grains (day 14), which may be caused by higher abundance of Lactobacillus in day 98 samples. Monte Carlo permutation test showed residual starch, acidity, and amino nitrogen (p < 0.05) were important factors affecting the microbial community. Together, these results shed light on the physicochemical changes, microbial dynamics, and key flavor components of fermented grains at the end of fermentation from different fermentation time and provide a strategy for further improvement of Baijiu quality.
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Affiliation(s)
- Jie Tang
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China
| | - Yuancai Liu
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China
| | - Bin Lin
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China
| | - Hao Zhu
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China
| | - Wei Jiang
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China
| | - Qiang Yang
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China.
| | - Shenxi Chen
- Hubei Provincial Key Lab for Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, People's Republic of China.
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18
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Wu X, Jiang Q, Wang Z, Xu Y, Chen W, Sun J, Liu Y. Diversity, enzyme production and antibacterial activity of Bacillus strains isolated from sesame-flavored liquor Daqu. Arch Microbiol 2021; 203:5831-5839. [PMID: 34491390 DOI: 10.1007/s00203-021-02552-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 08/17/2021] [Accepted: 08/22/2021] [Indexed: 02/07/2023]
Abstract
Daqu provides enzymes and precursors for liquor fermentation, and is the core of liquor fermentation. In this study, 11 Bacillus strains were isolated from sesame-flavored liquor Daqu, which can not only produce protease and amylase, but also have antagonistic effects on common pathogens Escherichia coli and Staphylococcus aureus. According to the gyrA gene phylogeny analysis, these 11 Bacillus strains belong to three species, B1, Y14, Y15, and YPDW9 belong to Bacillus mojavensis, W7, W13, YPDW6, and YPDW12 belong to Bacillus subtilis, and W14, Y5, and YPDW1 belong to Bacillus velezensis. According to the results of random amplified polymorphic DNA (RAPD) typing, there are three strains in Bacillus mojavensis, among which Y14 and Y15 are the same ones. All four Bacillus subtilis strains and three Bacillus velezensis strains are different. The specific primers were used to randomly amplify the biological control genes expressing lipopeptide antibiotics (bioA, bmyB, ituC, fenD, srfAA, srfAB, yngG,and yndJ), and the results showed that antagonistic genes other than fenD gene were amplified in four Bacillus mojavensis strains; Bacillus subtilis amplification was significantly different, but srfAA, bmyB and yndJ genes were all present; All genes were amplified in Bacillus velezensis except YPDW1 without ituC. This research provides new ideas for strengthening Daqu and lays a foundation for improving the quality of liquor.
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Affiliation(s)
- Xianyu Wu
- School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing, 100083, China
| | - Qianer Jiang
- School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing, 100083, China
| | - Zhishan Wang
- School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing, 100083, China
| | - Youqiang Xu
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing, 100048, China
| | - Wenhao Chen
- Solid-State Fermentation Resource Utilization Key Laboratory of Sichuan Province, Yibin University, Yibin, 644000, Sichuan, China
| | - Jinyuan Sun
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University, Beijing, 100048, China.
| | - Yang Liu
- School of Chemistry and Biological Engineering, University of Science and Technology Beijing, Beijing, 100083, China.
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19
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Zhang Y, Shen Y, Cheng W, Wang X, Xue Y, Chen X, Han BZ. Understanding the Shifts of Microbial Community and Metabolite Profile From Wheat to Mature Daqu. Front Microbiol 2021; 12:714726. [PMID: 34322112 PMCID: PMC8312246 DOI: 10.3389/fmicb.2021.714726] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 06/14/2021] [Indexed: 01/14/2023] Open
Abstract
Wheat-originated microbes play an important role in shaping the quality of high-temperature Daqu which is commonly used as a starter for producing sauce-flavor Baijiu. However, the shifts of microbiota from raw material to fresh Daqu and then to mature Daqu remain unclear. Hence, in the present study, the inner and outer of fresh and mature Daqu were collected to explore the correlation between microbiota and metabolites as well as the source of the microbiota in Daqu. Results indicated that the activities of amylase and protease between the inner and outer of fresh Daqu varied significantly while both parts became similar after maturation. The predominant bacteria shifted from Saccharopolyspora (outer) and Staphylococcus (inner) to Kroppenstedtia (both outer and inner), while the predominant fungi shifted from Thermoascus (both outer and inner) to Byssochlamys (outer) and Fusarium (inner). A combining analysis of headspace solid-phase micro extraction-gas chromatography-mass spectrometry, headspace gas chromatography-ion mobility spectrometry, and nuclear magnetic resonance was employed to detect the metabolites. The network analysis was conducted to perform the relationships between microbes and metabolites. The results showed that the bacteria, especially Saccharopolyspora, Bacillus, and Acinetobacter, had a strong correlation with the productions of esters, amino acids and their derivatives, and sugars and their derivatives, while most fungi such as Thermoascus, were negatively correlated with the phenylalanine, trimethylamine n-oxide, and isovalerate. SourceTracker analysis indicated that wheat was the important source of the Daqu microbiota, especially, the microorganisms in the inner of Daqu might be the drivers of the microbial succession during maturation. This study provided a comprehensive exploration to understand the microbial sources and shifts in high-temperature Daqu during maturation.
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Affiliation(s)
- Yuandi Zhang
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Yi Shen
- Sichuan Langjiu Co., Ltd., Luzhou, China
| | - Wei Cheng
- Sichuan Langjiu Co., Ltd., Luzhou, China
| | - Xi Wang
- Sichuan Langjiu Co., Ltd., Luzhou, China
| | - Yansong Xue
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Xiaoxue Chen
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Bei-Zhong Han
- Beijing Laboratory for Food Quality and Safety, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
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20
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Fan G, Liu P, Chang X, Yin H, Cheng L, Teng C, Gong Y, Li X. Isolation and Identification of a High-Yield Ethyl Caproate-Producing Yeast From Daqu and Optimization of Its Fermentation. Front Microbiol 2021; 12:663744. [PMID: 34135875 PMCID: PMC8200637 DOI: 10.3389/fmicb.2021.663744] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Accepted: 04/30/2021] [Indexed: 12/21/2022] Open
Abstract
Baijiu is an important fermented product in China. A yeast named YX3307 that is capable of producing a large amount of ethyl caproate (EC) was isolated from Daqu, a crude fermentation starter for Baijiu. This yeast was identified as Clavispora lusitaniae on the basis of its morphological properties, physiological and biochemical characteristics, and 26S rDNA sequence. Single-factor experiments were conducted to obtain the optimum fermentation conditions for EC production by YX3307. The highest EC yield (62.0 mg/L) from YX3307 was obtained with the following culture conditions: inoculum size 7.5% (v/v), seed cell age 30 h, sorghum hydrolysate medium (SHM) with a sugar content of 10 Brix and an initial pH of 6.0; incubation at 28°C with shaking at 180 rpm for 32 h; addition of 10% (v/v) anhydrous ethanol and 0.04% (v/v) caproic acid at 32 and 40 h, respectively, static culture at 20°C until 72 h. YX3307 synthesized more EC than ethyl acetate, ethyl lactate, ethyl butyrate, and ethyl octanoate. An intracellular enzyme or cell membrane enzyme was responsible for EC synthesis. YX3307 can produce many flavor compounds that are important for high-quality Baijiu. Thus, it has potential applications in improving the flavor and quality of Baijiu.
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Affiliation(s)
- Guangsen Fan
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
| | - Pengxiao Liu
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
| | - Xu Chang
- Institute of Brewing and Bioenergy, Angel Yeast Co., Ltd., Hubei, China
| | - Huan Yin
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
| | - Liujie Cheng
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
| | - Chao Teng
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
| | - Yi Gong
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
| | - Xiuting Li
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing, China.,School of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China
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21
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Deng Y, Xiong A, Zhao K, Hu Y, Kuang B, Xiong X, Yang Z, Yu Y, Zheng Q. Mechanisms of the regulation of ester balance between oxidation and esterification in aged Baijiu. Sci Rep 2020; 10:17169. [PMID: 33051575 PMCID: PMC7555894 DOI: 10.1038/s41598-020-74423-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 10/01/2020] [Indexed: 11/24/2022] Open
Abstract
The influence of oxidation and esterification on the ester balance of aged Baijiu and methodology for the rational design of liquor flavors to optimize the practice of Baijiu production are not completely understood. We investigated the influence of ester balance on the flavor compounds of aged Baijiu by conducting constituent analysis of Baijiu from different aging times (0, 1, 2, 3, 4, 5, and 10 years). The changes of the main flavor compounds in the aging process were determined, and the correlations among different chemical reactions, such as oxidation, hydrolysis, and esterification, were systematically expounded. Furthermore, cluster analysis of the heat map indicated significant differences between aged Baijiu and new Baijiu and recommended a suitable aging time of 2–3 years.
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Affiliation(s)
- Yonghui Deng
- School of Food and Chemical Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Ayuan Xiong
- School of Food and Chemical Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Kun Zhao
- School of Food and Chemical Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Yaru Hu
- School of Food and Chemical Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Bisheng Kuang
- Xiangjiao Institute for Liquor Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Xiang Xiong
- Xiangjiao Institute for Liquor Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Zhilong Yang
- Xiangjiao Institute for Liquor Engineering, Shaoyang University, Shaoyang, 422000, China
| | - Yougui Yu
- School of Food and Chemical Engineering, Shaoyang University, Shaoyang, 422000, China. .,Xiangjiao Institute for Liquor Engineering, Shaoyang University, Shaoyang, 422000, China. .,Hunan Province Key Laboratory of New Technology and Application of Ecological Baijiu Production, Shaoyang University, Shaoyang, 422000, China.
| | - Qing Zheng
- School of Food and Chemical Engineering, Shaoyang University, Shaoyang, 422000, China. .,Xiangjiao Institute for Liquor Engineering, Shaoyang University, Shaoyang, 422000, China. .,Hunan Province Key Laboratory of New Technology and Application of Ecological Baijiu Production, Shaoyang University, Shaoyang, 422000, China.
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