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Ren C, Zhao M, Xue T, Geng T, Nie X, Han C, Wen Y, Jia L. Metagenomic and Physicochemical Analyses Reveal Microbial Community and Functional Differences Between Three Different Grades of Hongxin Low-Temperature Daqu. Foods 2025; 14:1104. [PMID: 40238191 PMCID: PMC11988444 DOI: 10.3390/foods14071104] [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: 02/15/2025] [Revised: 03/15/2025] [Accepted: 03/19/2025] [Indexed: 04/18/2025] Open
Abstract
Hongxin (HX) is an indispensable Daqu in the production of light-flavor Baijiu (LFB). However, the classification method of HX is highly subjective, and the classification and functional differences in microorganisms in different grades of HX are still unclear. In this study, metagenomics and physiochemical analysis were used to compare three grades of HX (top, first, second) and clarify their brewing functions in LFB. The results showed that a total of 1556 genera and 5367 species were detected in all samples. Bacteria and fungi are the main microorganisms in HX, and the relative abundance of bacteria and fungi is above 4.5:1. Kroppenstedtia (11.43%), Leuconostoc (10.52%), Fructilactobacillus (9.00%) were the top three genera in HX. Although the microbial community composition of the three grades of HX is highly similar, each HX has a specific microbial community structure and macrogene functional characteristics, indicating that they have different brewing functions. The dominant microorganisms in top-grade HX and first-grade HX were mainly positively correlated with energy metabolism and lipid metabolism, while the dominant microorganisms in second-grade HX were mainly positively correlated with carbohydrate metabolism and amino acid metabolism. This study revealed the different fermentation effects of different grades of HX in LFB and provided suggestions for the scientific classification and quality control of HX.
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Affiliation(s)
- Chao Ren
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Mengke Zhao
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Tinghui Xue
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Tianpei Geng
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Xiao Nie
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Chaoyue Han
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Yuge Wen
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
| | - Liyan Jia
- College of Food Science and Engineering, Shanxi Agricultural University, Jinzhong 030801, China; (C.R.); (M.Z.); (T.X.); (T.G.); (X.N.); (C.H.); (Y.W.)
- Graduate Education Innovation Center on Baijiu Bioengineering in Shanxi Province, Jinzhong 030801, China
- Industry Technology Innovation Strategic Alliance on Huangjiu in Shanxi Province, Jinzhong 030801, China
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Niu J, Yang Y, Zhao L, Cao N, Xiong X, Yun Z, Yang F, Xu Y, Tu H, Zhong K, Wang H, Gao H, Zhang Y, Qin Z, Wang L, Shi B. Sensory Lexicon Construction and Quantitative Descriptive Analysis of Jiang-Flavor Baijiu. Food Sci Nutr 2025; 13:e4652. [PMID: 39968211 PMCID: PMC11833230 DOI: 10.1002/fsn3.4652] [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: 09/28/2024] [Revised: 11/11/2024] [Accepted: 11/21/2024] [Indexed: 02/20/2025] Open
Abstract
Jiang-flavor Baijiu (JFB) is one of the most complex and representative types of traditional Chinese liquor, known for its unique flavor, which is popular among Chinese consumers. Previous studies primarily focused on detecting and identifying volatile compounds but lacked comprehensive descriptions and precise differentiation of their sensory qualities. To explore the sensory characteristics of JFB, this study collected widely recognized sensory descriptors from literature, standards, free descriptive questionnaires, and Pivot Profile experiments, which were then textually analyzed and merged to yield 88 sensory descriptors. M-value and multivariate statistical methods were then used to narrow these down to 35 sensory descriptors, for which corresponding definitions and physical references were established, forming a sensory lexicon for JFB. A quantitative descriptive analysis (QDA) was performed on JFB samples using the sensory lexicon. To ensure the reliability of the analysis, the panel's performance was also evaluated. Hierarchical cluster analysis (HCA), radar plots, and one-way analysis of variance (ANOVA) demonstrated that the established sensory lexicon accurately reflects the sensory profile of JFB and can be used to differentiate the sensory characteristics of samples from different price ranges or regions. This study opens new avenues for the standardization of quantitative descriptive analysis for JFB and provides a case study for constructing sensory lexicons for other types of Baijiu in China.
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Affiliation(s)
- Junjie Niu
- School of Life Sciences Shanghai University Shanghai China
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Yubo Yang
- Maotai Distillery Co. Ltd. Renhuai China
| | - Lei Zhao
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Nian Cao
- Maotai Distillery Co. Ltd. Renhuai China
| | | | - Zhenyu Yun
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Fan Yang
- Maotai Distillery Co. Ltd. Renhuai China
| | - Yang Xu
- Maotai Distillery Co. Ltd. Renhuai China
| | - Huabin Tu
- Maotai Distillery Co. Ltd. Renhuai China
| | - Kui Zhong
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Houyin Wang
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Haiyan Gao
- School of Life Sciences Shanghai University Shanghai China
| | - Yao Zhang
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Zhen Qin
- School of Life Sciences Shanghai University Shanghai China
| | - Li Wang
- Key Laboratory of Food Sensory Analysis State Administration for Market Regulation Beijing China
| | - Bolin Shi
- Maotai Distillery Co. Ltd. Renhuai China
- Institute of Agri-food Standardization China National Institute of Standardization Beijing China
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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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Dong W, Zhang J, Zou M, Chen L, Zhu L, Zhang L, Zhang G, Tang J, Yang Q, Hu Y, Chen S. High-Throughput Sequencing Analysis of Microbiota and Enzyme Activities in Xiaoqu from Seven Provinces in Southern China. J Microbiol Biotechnol 2024; 34:2290-2300. [PMID: 39317683 PMCID: PMC11637830 DOI: 10.4014/jmb.2405.05029] [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: 05/26/2024] [Revised: 08/12/2024] [Accepted: 08/27/2024] [Indexed: 09/26/2024]
Abstract
Xiaoqu, a pivotal starter in baijiu fermentation, provides the most microflora and enzymes to initiate and maintain baijiu brewing. This study aims to explore the differences in microbiota and enzyme activities among Xiaoqu samples from seven provinces in southern China using high-throughput sequencing, plate isolation, and activity detection. The analyses revealed significant differences in bacterial and fungal communities across the samples. A total of 22 bacterial species and 17 target fungal species were isolated and identified. Predominant bacteria included Bacillus (Bacillus subtilis) and lactic acid bacteria (LABs), while the fungal communities were primarily composed of yeasts (Saccharomyces cerevisiae) and various molds. The activities of α-amylase and glucoamylase varied significantly among the samples, and samples from HN1 and GZ2 exhibited the highest activities. Correlation analyses highlighted the pivotal role of LABs in maintaining acidity and the importance of molds and yeasts in the saccharification and fermentation processes. These findings shed light on the microbial composition and diversity of Xiaoqu and the critical role of microbes in baijiu production. Moreover, they suggested potential microbial resources for developing artificial Xiaoqu via synthetic microbial community in the future, enhancing baijiu fermentation efficiency and overall product quality.
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Affiliation(s)
- Weiwei Dong
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi 435002, P.R. China
| | - Jingjing Zhang
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Menglin Zou
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi 435002, P.R. China
| | - Liang Chen
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Liping Zhu
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Long Zhang
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Gang Zhang
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Jie Tang
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Qiang Yang
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
| | - Yuanliang Hu
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi 435002, P.R. China
| | - Shenxi Chen
- Hubei key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, Hubei 435100, P.R. China
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi 435002, P.R. China
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Yang Y, Niu J, Shi B, Yang F, Cao N, Wang H, Xiong X, Zhao L, Xu Y, Zhong K, Zhang Y, Gao H, Wang L, Yun Z. Study on the differentiation of sensory quality of mainstream Jiang-flavor baijiu in the Chinese market based on Pivot Profile. J Food Sci 2024; 89:7958-7975. [PMID: 39363247 DOI: 10.1111/1750-3841.17383] [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: 05/25/2024] [Revised: 08/21/2024] [Accepted: 08/26/2024] [Indexed: 10/05/2024]
Abstract
Jiang-flavor baijiu (JFB) is a prominent type of Chinese baijiu, known for its unique flavor attributes, sensory experience, and high tasting value. Previous research has mainly focused on the detection and identification of its flavor substances, but in-depth studies on the precise sensory description and differentiation of its flavor qualities are still lacking. In this study, a rapid sensory analysis method, Pivot Profile (PP), was applied to 30 mainstream JFBs in the Chinese market, generating 91 sensory attributes with independent definitions, from which 29 main sensory attributes were established that were easy to perceive and descriptive, as well as convenient for transmitting their sensory qualities and distinguishing differences in price and production region, including color (one descriptor), aroma (21 descriptors), taste, and mouthfeel (seven descriptors). The nine key sensory attributes that distinguish JFB quality are as follows: Jiang, Grain, Chen, Qu, Rancid, Acid, Sweet, Fullness, and Harmony. It was found that price was positively correlated with sensory quality, with greater variation in the quality of samples within the medium price range (RMB 500-1000). All samples from MTCQ1 (the core production area of Maotai Town) performed better in sensory quality. In addition, salted vegetable showed a high degree of regional characteristics, concentrated in most of the production regions of Guizhou Province. Aroma attributes were more suitable than taste and mouthfeel as sensory indicators for distinguishing production regions. This study has opened the direction of systematic construction of sensory description of JFB and provided a successful case for the evaluation of Chinese baijiu using novel sensory analysis techniques.
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Affiliation(s)
- Yubo Yang
- Maotai Distillery Co. Ltd., Renhuai, China
| | - Junjie Niu
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- School of Life Sciences, Shanghai University, Shanghai, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
| | - Bolin Shi
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
| | - Fan Yang
- Maotai Distillery Co. Ltd., Renhuai, China
| | - Nian Cao
- Maotai Distillery Co. Ltd., Renhuai, China
| | - Houyin Wang
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
| | | | - Lei Zhao
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
| | - Yang Xu
- Maotai Distillery Co. Ltd., Renhuai, China
| | - Kui Zhong
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
| | - Yao Zhang
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
| | - Haiyan Gao
- School of Life Sciences, Shanghai University, Shanghai, China
| | - Li Wang
- Maotai Distillery Co. Ltd., Renhuai, China
| | - Zhenyu Yun
- Key Laboratory of Food Sensory Analysis for State Market Regulation, Beijing, China
- Institute of Agri-food Standardization, China National Institute of Standardization, Beijing, China
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Duan ZF, Han MY, Niu JL, Zhao JR, Li WW, Zhu LN, Ma HF, Wu YF, Li XT, Sun BG. Evolution of fermented grain yeast communities in strong-flavored baijiu and functional validation of yeasts that produce superior-flavored substances. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2024; 104:5973-5981. [PMID: 38436499 DOI: 10.1002/jsfa.13423] [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: 10/21/2023] [Revised: 01/24/2024] [Accepted: 02/27/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND Baijiu is a well-known alcoholic beverage in China and the quality is determined by various microorganisms during the fermentation process. Yeast is one of the most important microorganisms in the fermentation of baijiu. It has a strong esterification capacity and also affects the aroma. RESULTS High-throughput sequencing results showed that the fermented grains (jiupei) during baijiu production were mainly composed of eight highly abundant yeast species. The species and abundance of yeasts changed significantly with the fermentation process. The flavor of 30 yeast strains in the jiupei was determined by a sniffing test and gas chromatography-mass spectrometry (GC-MS). The strain with the highest flavor substance content (2.34 mg L-1), named YX3205, was identified as Clavispora lusitaniae. Tolerance results showed that C. lusitaniae YX3205 can tolerate up to 15% (v v-1) ethanol. In a solid-state simulated fermentation experiment, the content of 24 flavor substances was significantly increased in the fortified group, and the total ester content reached 4240.73 μg kg-1, which was 2.8 times higher than that of the control group. CONCLUSION The present study demonstrated the potential of C. lusitaniae YX3205 to enhance the flavor of baijiu, thereby serving as a valuable strain for the improvement of the flavor quality of baijiu. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Zhong-Fu Duan
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Mei-Yue Han
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Jia-Liang Niu
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Jing-Rong Zhao
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Wei-Wei Li
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Li-Ning Zhu
- Hebei Fenglaiyi Distillery Co., Ltd, Hebei, China
| | - Hui-Feng Ma
- Hebei Fenglaiyi Distillery Co., Ltd, Hebei, China
| | - Yan-Fang Wu
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Xiu-Ting Li
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
| | - Bao-Guo Sun
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing, China
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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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Liu Y, Li H, Liu W, Ren K, Li X, Zhang Z, Huang R, Han S, Hou J, Pan C. Bioturbation analysis of microbial communities and flavor metabolism in a high-yielding cellulase Bacillus subtilis biofortified Daqu. Food Chem X 2024; 22:101382. [PMID: 38665634 PMCID: PMC11043814 DOI: 10.1016/j.fochx.2024.101382] [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: 02/05/2024] [Revised: 04/08/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
In this study, a fortified Daqu (FF Daqu) was prepared using high cellulase-producing Bacillus subtilis, and the effects of in situ fortification on the physicochemical properties, flavor, active microbial community and metabolism of Daqu were analyzed. The saccharification power, liquefaction power, and cellulase activity of the FF Daqu were significantly increased compared with that of the traditional Daqu (CT Daqu). The overall differences in flavor components and their contents were not significant, but the higher alcohols were lower in FF Daqu. The relative abundance of dominant active species in FF Daqu was 85.08% of the total active microbiota higher than 63.42% in CT Daqu, and the biomarkers were Paecilomyces variotii and Aspergillus cristatus, respectively. The enzymes related to starch and sucrose metabolic pathways were up-regulated and expressed in FF Daqu. In the laboratory level simulation of baijiu brewing, the yield of baijiu was increased by 3.36% using FF Daqu.
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Affiliation(s)
- Yanbo Liu
- College of Food and Biological Engineering (Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Province Brewing Special Grain Development and Application Engineering Research Center, Zhengzhou 450046, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
| | - Haideng Li
- College of Food and Biological Engineering (Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Wenxi Liu
- College of Food and Biological Engineering (Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Province Brewing Special Grain Development and Application Engineering Research Center, Zhengzhou 450046, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
| | - Kejin Ren
- College of Food and Biological Engineering (Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Province Brewing Special Grain Development and Application Engineering Research Center, Zhengzhou 450046, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
| | - Xuehan Li
- College of Food and Biological Engineering (Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Province Brewing Special Grain Development and Application Engineering Research Center, Zhengzhou 450046, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
| | - Zhenke Zhang
- Henan Yangshao Distillery Co., Ltd., Mianchi 472400, China
| | - Runna Huang
- Henan Yangshao Distillery Co., Ltd., Mianchi 472400, China
| | - Suna Han
- Henan Yangshao Distillery Co., Ltd., Mianchi 472400, China
| | - Jianguang Hou
- Henan Yangshao Distillery Co., Ltd., Mianchi 472400, China
| | - Chunmei Pan
- College of Food and Biological Engineering (Liquor College), Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Liquor Style Engineering Technology Research Center, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
- Henan Province Brewing Special Grain Development and Application Engineering Research Center, Zhengzhou 450046, China
- Zhengzhou Key Laboratory of Liquor Brewing Microbial Technology, Henan University of Animal Husbandry and Economy, Zhengzhou 450046, China
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9
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Xiang F, Cai W, Guo Z, Shan C. Comparative analysis of sensory features, microbial diversity, and their correlations in light-flavor Daqu from different regions. Food Sci Nutr 2024; 12:3391-3404. [PMID: 38726416 PMCID: PMC11077209 DOI: 10.1002/fsn3.4004] [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: 10/08/2023] [Revised: 12/28/2023] [Accepted: 01/23/2024] [Indexed: 05/12/2024] Open
Abstract
This study performed a comparative analysis of the sensory and microbial profiles of light-flavor Bijou (LFD) from Taiyuan (Shanxi Province) and Suizhou (Hubei Province) in China. The results of the electronic nose showed that the aromatic substances of the LFD from Taiyuan (TLFD) were significantly higher (p < .05), while alcohol and aldehyde substances were significantly lower (p < .05) compared with the LFD from Suizhou (SLFD). The average response values of sensors W1C (sensitive to aromatic hydrocarbons), W3C (sensitive to amine and aromatic components), W5C (sensitive to olefins, aromatics, and polar molecules), and W2S (sensitive to alcohol and aldehyde compounds) to TLFD were 0.26, 0.33, 0.34, and 7.72, whereas the response values to SLFD were 0.25, 0.32, 0.33, and 8.04, respectively. The electronic tongue results showed that the aftertaste A (bitter aftertaste) and aftertaste B (astringent aftertaste) of the TLFD were significantly higher (p < .05) and umami was significantly lower (p < .05) as compared to the SLFD. The relative intensities of the aftertaste A, aftertaste B, and umami indicators of TLFD were 0.10, -0.008, and -0.22, respectively, while those of SLFD were -0.23, -0.36, and 0.835, respectively. MiSeq high-throughput sequencing results showed that TLFD exhibited lower fungal richness and diversity compared to SLFD. The dominant bacterial genera were mainly Bacillus (58.12%), Kroppenstedtia (10.11%), and Weissella (6.26%), and the dominant fungal genera were Saccharomycopsis (67.53%), Rasamsonia (9.90%), and Thermoascus (7.10%). Streptomyces and Staphylococcus were identified as the key characteristic microorganisms in TLFD, while Kroppenstedtia, Rasamsonia, and Thermoascus were the key characteristic microorganisms in SLFD. Correlation analysis indicated a stronger correlation between microorganisms and sensory characteristics in SLFD samples. This study provides valuable insights into the sensory and microbiological characteristics of LFD from different regions and offers a new perspective for understanding the production of differently flavored light-flavor Baijiu.
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Affiliation(s)
- Fanshu Xiang
- School of Food Science Shihezi University Shihezi Xinjiang Autonomous Region China
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients Hubei University of Arts and Science Xiangyang Hubei China
- Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center Xiangyang Hubei China
| | - Wenchao Cai
- School of Food Science Shihezi University Shihezi Xinjiang Autonomous Region China
| | - Zhuang Guo
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients Hubei University of Arts and Science Xiangyang Hubei China
- Xiangyang Liquor Brewing Biotechnology and Application Enterprise-University Joint Innovation Center Xiangyang Hubei China
| | - Chunhui Shan
- School of Food Science Shihezi University Shihezi Xinjiang Autonomous Region China
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10
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Dong W, Yu X, Wang L, Zou M, Ma J, Liu J, Feng Y, Zhao S, Yang Q, Hu Y, Chen S. Unveiling the microbiota of sauce-flavor Daqu and its relationships with flavors and color during maturation. Front Microbiol 2024; 15:1345772. [PMID: 38328433 PMCID: PMC10848165 DOI: 10.3389/fmicb.2024.1345772] [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: 11/28/2023] [Accepted: 01/11/2024] [Indexed: 02/09/2024] Open
Abstract
This study investigated the microbial community in three-color sauce-flavor Daqu (black, yellow, and white) throughout their maturation processes, together with their physicochemical factors, culturable microbes, flavor components, and fermenting vitalities. Results from high-throughput sequencing revealed distinct microbial diversity, with more pronounced variations in bacterial community than in fungal community. Firmicutes and Ascomycota emerged as the most dominant bacterial and fungal phyla, respectively, during maturation. Genus-level analysis identified Kroppenstedia, Virgibacillus, and Bacillus as dominant bacteria in black Daqu, yellow Daqu, and white Daqu, severally, while Thermoascus was shared as the core dominant fungi for these Daqu. Physicochemical factors, particularly acidity, were found to exert a significant impact on microbial community. Kroppenstedtia was the key bacteria influencing the color formation of these Daqu. Furthermore, correlations between dominant microbes and flavor compounds highlighted their role in Daqu quality. Molds (Aspergillus, Rhizomucor, and Rhizopus), excepting Bacillus, played a crucial role in the formation of pyrazine compounds. Consequently, this study offers innovative insights into the microbial perspectives on color and pyrazine formation, establishing a groundwork for future mechanized Daqu production and quality control of sauce-flavor baijiu.
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Affiliation(s)
- Weiwei Dong
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
- Hubei Key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, China
| | - Xiang Yu
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Luyao Wang
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Menglin Zou
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Jiyuan Ma
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Jun Liu
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Yanli Feng
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Shumiao Zhao
- State Key Laboratory of Agricultural Microbiology and College of Life Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Qiang Yang
- Hubei Key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, China
| | - Yuanliang Hu
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences, Hubei Normal University, Huangshi, China
| | - Shenxi Chen
- Hubei Key Laboratory of Quality and Safety of Traditional Chinese Medicine Health Food, Jing Brand Co., Ltd., Daye, China
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11
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Xu Y, Qiao X, He L, Wan W, Xu Z, Shu X, Yang C, Tang Y. Airborne microbes in five important regions of Chinese traditional distilled liquor ( Baijiu) brewing: regional and seasonal variations. Front Microbiol 2024; 14:1324722. [PMID: 38264484 PMCID: PMC10803494 DOI: 10.3389/fmicb.2023.1324722] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/26/2023] [Indexed: 01/25/2024] Open
Abstract
Baijiu is one of the six primary distilled spirits in the world. It is produced through the solid-state fermentation of grains in the open environment, so high-quality Baijiu brewing largely depends on terrior. Environmental microbes are one of the most important factors affecting the quality, quantity, and flavors of Baijiu. As atmosphere is a pool and transport pathway for microbes from the ambient environment to Baijiu brewing ecosystems, we explored the functional microbes of Baijiu brewing in five important regions. The regions fell into two topographical types, namely, plain and river-valley. In total, 41 functional microbes were identified rich (relative abundance >0.1%) in at least one of the regions, such as the fungi of Aspergillus, Candida, Cladosporium, Debaryomyces, Penicillium, Pichia, Rhizopus, Saccharomyces, and Wickerhamomyces and the bacteria of Acetobacter, Bacillus, Clostridium, Enterobacter, Lactobacillus, Methanosarcina, Methanobacterium, Methanobrevibacter, and Pseudomonas. However, some functional bacteria (e.g., Clostridia, Gluconacetobacter, and Weissella) and fungi (e.g., Dekkera, Eurotium, Issatchenkia, Mucor, and Phoma) were not rich or were not detected in the atmosphere. Airborne microbiomes and the Phylogenetic Diversity (PD) index were significantly different between the main brewing season (winter) and the summer break in each region, except for the fungi in one region. In winter, airborne microbiomes were significantly different among almost all the regions. The relative abundance of bacterial fermentation function in each region increased from summer to winter. The relative abundances of fungal yeast function were higher in winter for the plain regions but were higher in summer for the river-valley regions. In sum, our results suggested that: (1) atmosphere was one but not the sole important source of functional microbes for Baijiu brewing and (2) microbiomes in different regions might be quite different but they could share some major functions related to Baijiu brewing.
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Affiliation(s)
- Yan Xu
- College of Architecture and Environment, Sichuan University, Chengdu, China
| | - Xue Qiao
- Institute of New Energy and Low-carbon Technology, Sichuan University, Chengdu, China
- School of Carbon Neutrality Future Technology, Sichuan University, Chengdu, China
| | - Lei He
- College of Life Sciences, Sichuan Normal University, Chengdu, China
| | - Wujie Wan
- College of Life Sciences, Sichuan Normal University, Chengdu, China
| | - Zhongjun Xu
- Institute of New Energy and Low-carbon Technology, Sichuan University, Chengdu, China
| | - Xi Shu
- Institute of New Energy and Low-carbon Technology, Sichuan University, Chengdu, China
| | - Cheng Yang
- Institute of New Energy and Low-carbon Technology, Sichuan University, Chengdu, China
| | - Ya Tang
- College of Architecture and Environment, Sichuan University, Chengdu, China
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12
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Cheng W, Chen X, Xue X, Lan W, Zeng H, Li R, Pan T, Li N, Gong Z, Yang H. Comparison of the Correlations of Microbial Community and Volatile Compounds between Pit-Mud and Fermented Grains of Compound-Flavor Baijiu. Foods 2024; 13:203. [PMID: 38254504 PMCID: PMC10814010 DOI: 10.3390/foods13020203] [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: 12/07/2023] [Revised: 12/25/2023] [Accepted: 12/29/2023] [Indexed: 01/24/2024] Open
Abstract
The microbial composition and volatile components of fermented grains (FG) and pit mud (PM) are crucial for the quality and flavor of compound-flavor baijiu (CFB). The physicochemical indices, culturable microorganisms, microbial communities, and volatile components of FG and PM were analyzed and correlated in our research. Considering FG and PM, amplicon sequencing was used to analyze the microbial community and the volatile components were detected by headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME). For FG, redundancy analysis and correlation perfume Circos were used to clarify the correlations between the dominant microbial community and volatile components. The results showed that Aspergillus, Pichia, and Rhizopus were the main fungal microflora in FG and PM, whereas Lactobacillus and Bacillus were the dominant bacteria in FG, and Methanosarcina and Clostridium sensu stricto 12 were the dominant bacteria in the PM. The microbial community and volatile compounds in the CB sampled from the bottom layers of the FG were greatly affected by those in the PM. There were 32 common volatile components in CB and PM. For FG, most of the volatile components were highly correlated with Lactobacillus, Bacillus, Aspergillus, Pichia, and Monascus, which includes alcohols, acids and esters. This study reveals correlations between microbial composition, volatile components, and the interplay of FG and PM, which are conducive to optimizing the fermentation process and improving the quality of CFB base.
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Affiliation(s)
- Wei Cheng
- School of Food Science and Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
- Technology Center of Enterprise, Anhui Jinzhongzi Distillery Co., Ltd., Fuyang 236023, China; (X.X.); (T.P.); (N.L.); (Z.G.); (H.Y.)
| | - Xuefeng Chen
- School of Food Science and Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
| | - Xijia Xue
- Technology Center of Enterprise, Anhui Jinzhongzi Distillery Co., Ltd., Fuyang 236023, China; (X.X.); (T.P.); (N.L.); (Z.G.); (H.Y.)
| | - Wei Lan
- School of Biology and Food Engineering, Fuyang Normal University, Fuyang 236037, China;
| | - Huawei Zeng
- School of Life Sciences, Huaibei Normal University, Huaibei 235000, China;
| | - Ruilong Li
- School of Biology and Food Engineering, Fuyang Normal University, Fuyang 236037, China;
| | - Tianquan Pan
- Technology Center of Enterprise, Anhui Jinzhongzi Distillery Co., Ltd., Fuyang 236023, China; (X.X.); (T.P.); (N.L.); (Z.G.); (H.Y.)
| | - Na Li
- Technology Center of Enterprise, Anhui Jinzhongzi Distillery Co., Ltd., Fuyang 236023, China; (X.X.); (T.P.); (N.L.); (Z.G.); (H.Y.)
| | - Zilu Gong
- Technology Center of Enterprise, Anhui Jinzhongzi Distillery Co., Ltd., Fuyang 236023, China; (X.X.); (T.P.); (N.L.); (Z.G.); (H.Y.)
| | - Hongwen Yang
- Technology Center of Enterprise, Anhui Jinzhongzi Distillery Co., Ltd., Fuyang 236023, China; (X.X.); (T.P.); (N.L.); (Z.G.); (H.Y.)
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13
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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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14
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Zhou Z, Liu Z, Wen S, Ouyang G, Shen Y, Yang Q, Ren C, Xu Y. Rare short- and medium-chain fatty acid-producing anaerobes from raw soil play vital roles in formation of diverse flavour compounds of Jiangxiangxing Baijiu. Food Microbiol 2023; 112:104247. [PMID: 36906311 DOI: 10.1016/j.fm.2023.104247] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 01/17/2023] [Accepted: 02/23/2023] [Indexed: 02/27/2023]
Abstract
Pit mud is an essential habitat for diverse anaerobes, however, how pit mud of Jiangxiangxing Baijiu contributes to flavour is still unclear. The correlation between pit mud anaerobes and flavour compounds formation was investigated by analyzing flavour compounds and prokaryotic community of pit mud as well as fermented grains. Then scaling-down fermentation and culture-dependent approach were used to verify the effects of pit mud anaerobes on flavour compound formation. We found that short- and medium-chain fatty acids and alcohols, e.g., propionate, butyrate, caproate, 1-butanol, 1-hexanol, and 1-heptanol, were the vital flavour compounds produced by pit mud anaerobes. Pit mud anaerobes hardly migrated into fermented grains because of the low pH and low moisture of fermented grains. Therefore, the flavour compounds produced by pit mud anaerobes might enter fermented grains via volatilization. Moreover, enrichment culturing proved that raw soil was one of the sources for pit mud anaerobes, e.g., Clostridiumtyrobutyricum, Ruminococcaceae bacterium BL-4 and Caproicibacteriumamylolyticum. These rare short- and medium-chain fatty acid-producing anaerobes in raw soil can be enriched during Jiangxiangxing Baijiu fermentation. These findings clarified the role of pit mud during Jiangxiangxing Baijiu fermentation and revealed the key species involved in short- and medium-chain fatty acid-producing production.
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Affiliation(s)
- Zihan Zhou
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave., Wuxi, 214122, Jiangsu, China
| | - Zhihao Liu
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave., Wuxi, 214122, Jiangsu, China
| | - Shangyu Wen
- Jingpai Maotai Town Liquor Co., Ltd., Zunyi, 564501, Guizhou, China
| | - Gaowei Ouyang
- Jingpai Maotai Town Liquor Co., Ltd., Zunyi, 564501, Guizhou, China
| | - Yongxiang Shen
- Jingpai Maotai Town Liquor Co., Ltd., Zunyi, 564501, Guizhou, China
| | - Qiang Yang
- Jing Brand Research Institute, Jing Brand Co., Ltd., Daye, 435100, Hubei, China
| | - Cong Ren
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave., Wuxi, 214122, Jiangsu, China.
| | - Yan Xu
- Laboratory of Brewing Microbiology and Applied Enzymology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave., Wuxi, 214122, Jiangsu, China.
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15
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Xu Y, Wu M, Zhao D, Zheng J, Dai M, Li X, Li W, Zhang C, Sun B. Simulated Fermentation of Strong-Flavor Baijiu through Functional Microbial Combination to Realize the Stable Synthesis of Important Flavor Chemicals. Foods 2023; 12:foods12030644. [PMID: 36766173 PMCID: PMC9913964 DOI: 10.3390/foods12030644] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 01/19/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
The solid-state fermentation of Baijiu is complicated by the co-fermentation of many microorganisms. The instability of the composition and abundance of the microorganisms in the fermentation process leads to fluctuations of product quality, which is one of the bottleneck problems faced by the Strong-flavor Baijiu industry. In this study, we established a combination of functional microorganisms for the stable fermentation of the main flavor compounds of Baijiu, including medium and long-chain fatty acid ethyl esters such as hexanoic acid, ethyl ester; butanoic acid, ethyl ester; octanoic acid, ethyl ester; acetic acid, ethyl ester; 9,12-octadecadienoic acid, ethyl ester; and decanoic acid, ethyl ester in the fermented grains. Our study investigated the effects of microbial combinations on the fermentation from three aspects: microbial composition, microbial interactions, and microbial association with flavor compounds. The results showed that the added functional microorganisms (Lactobacillus, Clostridium, Caproiciproducens, Saccharomyces, and Aspergillus) became the dominant species in the fermentation system and formed positive interactions with other microorganisms, while the negative interactions between microorganisms were significantly reduced in the fermentation systems that contained both Daqu and functional microorganisms. The redundancy analysis showed that the functional microorganisms (Lactobacillus, Saccharomyces, Clostridium, Cloacibacterium, Chaenothecopsis, Anaerosporobacter, and Sporolactobacillus) showed strong positive correlations with the main flavor compounds (hexanoic acid, ethyl ester; lactic acid, ethyl ester; butanoic acid, ethyl ester; acetic acid, ethyl ester; and octanoic acid, ethyl ester). These results indicated that it was feasible to produce Baijiu with a functional microbial combination, and that this could promote stable Baijiu production.
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Affiliation(s)
- Youqiang Xu
- School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
- Correspondence: (Y.X.); (X.L.)
| | - Mengqin Wu
- School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
| | - Dong Zhao
- Wuliangye Yibin Co., Ltd., Yibin 644000, China
| | - Jia Zheng
- Wuliangye Yibin Co., Ltd., Yibin 644000, China
| | - Mengqi Dai
- School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
| | - Xiuting Li
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 102401, China
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University (BTBU), Beijing 100048, China
- Correspondence: (Y.X.); (X.L.)
| | - Weiwei Li
- School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
| | - Chengnan Zhang
- School of Food and Health, Beijing Technology and Business University (BTBU), Beijing 100048, China
| | - Baoguo Sun
- Key Laboratory of Brewing Microbiome and Enzymatic Molecular Engineering, China General Chamber of Commerce, Beijing 102401, China
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology and Business University (BTBU), Beijing 100048, China
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16
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Li Y, Qiao H, Zhang R, Zhang W, Wen P. Microbial Diversity and Volatile Flavor Compounds in Tibetan Flavor Daqu. Foods 2023; 12:foods12020324. [PMID: 36673416 PMCID: PMC9858000 DOI: 10.3390/foods12020324] [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: 11/13/2022] [Revised: 12/27/2022] [Accepted: 01/03/2023] [Indexed: 01/12/2023] Open
Abstract
In this study, the microbial diversity in Tibetan flavor Daqu was analyzed based on single molecule real-time sequencing (SMRT). The volatile flavor compounds in Daqu were detected using the headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS). In addition, the correlation between various microbes and volatile flavor compounds was explored. Our studies indicated that the dominant bacterial genera in Tibetan flavor Daqu were Oceanobacillus, Kroppenstedtia, Virgibacillus, Enterococcus, Pediococcus, Streptomyces, Saccharopolyspora, Leuconostoc, uncultured_bacterium_f_Lachnospiraceae and Lactobacillus. The dominant fungal genera were Wickerhamomyces, Monascus, Aspergillus and Rhizomucor. 101 volatile compounds were detected in the Daqu samples, including alcohols, acids, esters, aldehydes, hydrocarbons, ketones, ethers, aromatics and pyrazines, and 10 key flavor compounds were identified using the relative odor activity value (ROAV). The results of our correlation analysis showed that Enterococcus was mainly associated with the synthesis of aldehydes such as trans-2-octenal, and uncultured_bacterium_f_lachnospiraceae was associated with the synthesis of most aldehydes. This paper has systematically investigated the physicochemical indices, microbial community structure and flavor compounds of Tibetan flavor Daqu, which is helpful in gaining a deeper understanding of the characteristics of Tibetan flavor Daqu.
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Affiliation(s)
- Yaping Li
- College of Food Science and Engineering, Gansu Agricultural University, Lanzhou 730070, China
| | - Haijun Qiao
- College of Science, Gansu Agricultural University, Lanzhou 730070, China
| | - Rui Zhang
- College of Food Science and Engineering, Gansu Agricultural University, Lanzhou 730070, China
| | - Weibing Zhang
- College of Food Science and Engineering, Gansu Agricultural University, Lanzhou 730070, China
- Correspondence: (W.Z.); (P.W.)
| | - Pengcheng Wen
- Functional Dairy Product Engineering Lab of Gansu Province, Yingmen Village, Anning, Lanzhou 730070, China
- Correspondence: (W.Z.); (P.W.)
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17
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Guo Q, Jin L, Guan MC, Xu S, Wang CX, Liu MW, Liu HM. Investigations on color and flavor formed by roasting sesame polysaccharide-protein mixtures. Food Res Int 2023; 163:112118. [PMID: 36596087 DOI: 10.1016/j.foodres.2022.112118] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 10/23/2022] [Accepted: 11/06/2022] [Indexed: 11/11/2022]
Abstract
Roasting is an important operation to produce attractive colors and distinctive flavors during the production of sesame oil. To investigate the contributions of macromolecules to the color and flavor during roasting sesame seeds, water-soluble polysaccharides (WSP) and chelator-soluble polysaccharides (CSP) sequentially extracted from sesame hull were mixed with sesame protein isolate (SPI) at different ratios (1:1, 1:2, and 2:1, w/w), then the mixtures were roasted at 180 °C for 35 min. Results showed that WSP, CSP, and SPI degraded approximately at 150 °C and SPI had the highest thermal stability. According to monosaccharide/amino acid analysis, glucose and galacturonic acid showed the highest reduction rates, as well as lysine and arginine. CSP + SPI mixtures showed greater reactivity than WSP + SPI mixtures, resulting in a darker color and many more Maillard reaction products. The predominant volatiles of roasted WSP/CSP + SPI mixtures were aldehydes and heterocyclic compounds identified by headspace solid-phase microextraction coupled with gas chromatography-mass spectrometry (HS-SPME/GC-MS). This work provides some new information about flavor and color development during roasting sesame seeds.
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Affiliation(s)
- Qing Guo
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Lei Jin
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Meng-Chao Guan
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Shuai Xu
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Chen-Xu Wang
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Ming-Wei Liu
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China
| | - Hua-Min Liu
- College of Food Science and Engineering & Institute of Special Oilseed Processing and Technology, Henan University of Technology, Zhengzhou 450001, China.
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18
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Volatile Compound Abundance Correlations Provide a New Insight into Odor Balances in Sauce-Aroma Baijiu. Foods 2022; 11:foods11233916. [PMID: 36496724 PMCID: PMC9739518 DOI: 10.3390/foods11233916] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/23/2022] [Accepted: 11/27/2022] [Indexed: 12/12/2022] Open
Abstract
Sauce-aroma Baijiu (SAB) is one of the most famous Baijius in China; SAB has more than 500 aroma compounds in it. However, the key aroma compound in SAB flavor remains unclear. Volatiles play an important role in SAB aroma and are highly correlated to SAB quality. In the present study, 63 volatile compounds were quantified among 66 SAB samples using gas chromatography with flame ionization detector (GC-FID). The authors analyzed odor contributions and volatile compound correlations in two quality groups of SAB samples. Moreover, an odor activity value (OAV) ratio-based random forest classifier was used to explain the volatile compound relationship differentiations between the two quality groups. Our results proved higher quality SABs had richer aromas and indicated a set of fruity-like ethyl valerate, green- and malt-like isobutyraldehyde and malt-like 3-methylbutyraldehyde and sweet-like furfural, had closer co-abundance correlations in higher quality SABs. These results indicated that the aroma and contributions of volatile compounds in SABs should be analyzed not only with compound odor activity values, but also the correlations between different aroma compounds.
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19
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Hu L, Qiu S, Dai Y, Tian L, Wei C. Determination of 2-Pentanol Enantiomers via Chiral GC-MS and Its Sensory Evaluation in Baijiu. Foods 2022; 11:2584. [PMID: 36076771 PMCID: PMC9455680 DOI: 10.3390/foods11172584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/18/2022] [Accepted: 08/23/2022] [Indexed: 11/16/2022] Open
Abstract
The enantiomeric contents of 2-pentanol of Baijiu were analyzed by liquid-liquid extraction (LLE) coupled with gas chromatography-mass spectrometry (GC-MS) using β-cyclodextrin as a chiral stationary phase. In this study, the average enantiomeric ratios R:S were 72:28, 64:36, and 94:6 in soy sauce aroma-type Baijiu (SSB), strong aroma-type Baijiu (STB), and light aroma-type Baijiu (LTB), respectively, and only (R)- configuration was found in rice aroma-type Baijiu (RTB). The highest enantiomeric concentration of 2-pentanol was found in STB. (R)-2-pentanol dominated in 48 Baijiu studied, and the concentration of (R)-2-pentanol was higher than that of the (S)-configuration. The results showed that the enantiomers of 2-pentanol were discrepant in different aroma types of Baijiu, and it may be the result of differences in raw materials, environment, and production processes. The 2-pentanol enantiomers had different odor characteristics, with different olfactory thresholds in pure water and 46% ethanol solutions by sensory analysis. (R)-2-pentanol was described as paint, rubber, grease, while the (S)-form had mint, plastic, and pungent notes. The olfactory thresholds of (R)- and (S)-form were 163.30 mg/L and 78.58 mg/L in 46% ethanol and 12.62 mg/L and 3.03 mg/L in pure water, respectively. The different enantiomeric distribution and aroma characteristics of the 2-pentanol enantiomers in Baijiu could be a potential marker for determining adulteration.
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Affiliation(s)
- Lisha Hu
- Guizhou Province Key Laboratory of Fermentation Engineering and Biopharmacy, School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Shuyi Qiu
- Guizhou Province Key Laboratory of Fermentation Engineering and Biopharmacy, School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Yifeng Dai
- Guizhou Province Key Laboratory of Fermentation Engineering and Biopharmacy, School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing Technology and Business University, Beijing 100048, China
| | - Luqin Tian
- Guizhou Province Key Laboratory of Fermentation Engineering and Biopharmacy, School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
| | - Chaoyang Wei
- Guizhou Province Key Laboratory of Fermentation Engineering and Biopharmacy, School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
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