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Zhu M, Wang M, Gu J, Deng Z, Zhang W, Pan Z, Luo G, Wu R, Qin J, Gomi K. Machine learning-assisted aroma profile prediction in Jiang-flavor baijiu. Food Chem 2025; 478:143661. [PMID: 40058262 DOI: 10.1016/j.foodchem.2025.143661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Revised: 02/14/2025] [Accepted: 02/27/2025] [Indexed: 04/06/2025]
Abstract
The complex flavor of Jiang-flavor Baijiu (JFB) arises from the interaction of hundreds of compounds at both physicochemical and sensory levels, making accurate perception challenging. Modern machine learning techniques offer precise and scientific approaches for predicting sensory attributes. This study applied flavoromics and sensory profiling to 27 representative JFB samples from main regions in China, integrating five machine learning algorithms to establish a novel strategy for predicting global aroma characteristics. The results indicate that the neural network (NN) model outperformed others, effectively capturing the intricate interactions among flavor compounds. Model dissection identified 18 chemical parameters potentially influencing the overall aroma profile. The importance of these factors was further validated through spiking and omission tests, which notably enhanced the sensory experience of commercial liquor. This study demonstrates the potential of machine learning in JFB flavor research and offers valuable insights into the mechanisms underlying its flavor formation.
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Affiliation(s)
- Min Zhu
- College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Mingyao Wang
- College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Junfeng Gu
- School of Liquor-Brewing Engineering, Sichuan University of Jinjiang College, Meishan 620860, China
| | - Zhao Deng
- College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China
| | - Wenxue Zhang
- College of Biomass Science and Engineering, Sichuan University, Chengdu 610065, China; School of Liquor-Brewing Engineering, Sichuan University of Jinjiang College, Meishan 620860, China.
| | - Zhengfu Pan
- Danquan Guangxi Co., Ltd., Hechi 547000, China
| | - Guorong Luo
- Danquan Guangxi Co., Ltd., Hechi 547000, China
| | - Renfu Wu
- Danquan Guangxi Co., Ltd., Hechi 547000, China
| | | | - Katsuya Gomi
- Laboratory of Fermentation Microbiology, Graduate School of Agricultural Science, Tohoku University, Sendai 980-8572, Japan
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2
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Xu B, Liu Z, Shen Y, Cheng Y, Song P, Wang F, Chao Z. Comprehensive Analysis on Physicochemical Properties and Characteristic Compounds of Insect-Infested Ziziphi Spinosae Semen. Metabolites 2025; 15:188. [PMID: 40137152 PMCID: PMC11944026 DOI: 10.3390/metabo15030188] [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: 02/06/2025] [Revised: 03/03/2025] [Accepted: 03/05/2025] [Indexed: 03/27/2025] Open
Abstract
Objectives: Ziziphi spinosae semen (ZSS), an edible and medicinal substance, was easily infested by Plodia interpunctella (P. interpunctella) during storage. However, there was no identification method for insect-infested ZSS based on its chemical composition. Therefore, the characteristic compounds in ZSS before and after being infested by P. interpunctella were discovered based on the comparison of volatile organic compounds (VOCs), untargeted metabolomics, and other quality characters. Methods: Color, total flavonoid content (TFC), and main active compound content were measured to explore the change of physicochemical properties in ZSS after being infested by P. interpunctella. Non-targeted metabolomic techniques, including ultra-performance liquid chromatography-mass spectrometry (UPLC-MS) and headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS) were used to assess molecular-level alterations. Results: The color changed significantly. The TFC and main active compounds of spinosin, jujuboside A, jujuboside B, and betulinic acid were decreased significantly. A total of nine VOCs and twenty-one metabolites were screened out that could be used to identify whether ZSS was infested. And some metabolites, such as uric acid, gluconic acid, hypoxanthine, and xanthine, were discovered as characteristic compounds in ZSS after being infested by P. interpunctella. Conclusions: The study provided the basis and reference for the identification of insect-infested ZSS and offered an example for the identification of other insect-infested edible and medicinal materials.
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Affiliation(s)
- Bo Xu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China (P.S.)
- Department of Pharmacy, Beijing Health Vocational College, Beijing 101101, China
| | - Zhenying Liu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China (P.S.)
- Graduate School of China Academy of Chinese Medical Science, Beijing 101101, China
| | - Yanzhen Shen
- Yunnan Botanee Bio-Technology Group Co., Ltd., Kunming 650106, China (F.W.)
| | - Yunxia Cheng
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China (P.S.)
| | - Pingping Song
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China (P.S.)
| | - Feifei Wang
- Yunnan Botanee Bio-Technology Group Co., Ltd., Kunming 650106, China (F.W.)
| | - Zhimao Chao
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700, China (P.S.)
- Yunnan Botanee Bio-Technology Group Co., Ltd., Kunming 650106, China (F.W.)
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3
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Wang L, Han Y, Zhang X, Gao X, Xu Y, Wu Q, Tang K. Characterization of Key Aroma Compounds of Zhuyeqing by Aroma Extract Dilution Analysis, Quantitative Measurements, Aroma Recombination, and Omission Studies. Foods 2025; 14:344. [PMID: 39941938 PMCID: PMC11817035 DOI: 10.3390/foods14030344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 01/14/2025] [Accepted: 01/17/2025] [Indexed: 02/16/2025] Open
Abstract
Zhuyeqing is a flavored liquor with a unique flavor blended with Qingxiangxing Baijiu (Fenjiu) and botanical extracts. The aroma characteristics of Zhuyeqing were investigated using a sensomics approach. Ninety-three odorants, among them 64 odorants with flavor dilution (FD) ≥ 32, were confirmed in Zhuyeqing by gas chromatography-mass spectrometry/olfactometry (GC-MS/O) analysis. Quantitative analysis revealed that 22 odorants with odor activity values (OAVs) ≥ 1. Aroma recombination tests showed that 22 odorants with OAV ≥ 1 can recombine the aroma characteristics of Zhuyeqing; omission tests revealed that ethyl cinnamate, ethyl octanoate, ethyl acetate, β-damascenone, and eugenol with OAV ≥ 10 had significant effects on Zhuyeqing.
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Affiliation(s)
- Lihua Wang
- Laboratory of Brewing Microbiology and Applied Enzymology, State Key Laboratory of Food Science & Technology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave, Wuxi 214122, China; (L.W.); (Y.X.)
- Laboratory of Analytical, Quality Inspection Center, Key Laboratory of Plant Extraction and Health of Chinese Lujiu (Shanxi), Shanxi Xinghuacun Fenjiu Distillery Co., Ltd., Fenyang 032205, China (X.G.)
| | - Ying Han
- Laboratory of Analytical, Quality Inspection Center, Key Laboratory of Plant Extraction and Health of Chinese Lujiu (Shanxi), Shanxi Xinghuacun Fenjiu Distillery Co., Ltd., Fenyang 032205, China (X.G.)
| | - Xing Zhang
- Laboratory of Analytical, Quality Inspection Center, Key Laboratory of Plant Extraction and Health of Chinese Lujiu (Shanxi), Shanxi Xinghuacun Fenjiu Distillery Co., Ltd., Fenyang 032205, China (X.G.)
| | - Xiaojuan Gao
- Laboratory of Analytical, Quality Inspection Center, Key Laboratory of Plant Extraction and Health of Chinese Lujiu (Shanxi), Shanxi Xinghuacun Fenjiu Distillery Co., Ltd., Fenyang 032205, China (X.G.)
| | - Yan Xu
- Laboratory of Brewing Microbiology and Applied Enzymology, State Key Laboratory of Food Science & Technology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave, Wuxi 214122, China; (L.W.); (Y.X.)
| | - Qun Wu
- Laboratory of Brewing Microbiology and Applied Enzymology, State Key Laboratory of Food Science & Technology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave, Wuxi 214122, China; (L.W.); (Y.X.)
| | - Ke Tang
- Laboratory of Brewing Microbiology and Applied Enzymology, State Key Laboratory of Food Science & Technology, Key Laboratory of Industrial Biotechnology of Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Ave, Wuxi 214122, China; (L.W.); (Y.X.)
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4
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Juárez-Aragón MC, Moreno-Ramírez YDR, Torres-Acosta RI, Torres-Castillo JA. Article biodiversity inside bottles: animals, fungi, and plants in traditional alcoholic drinks. Front Nutr 2024; 11:1368110. [PMID: 38711529 PMCID: PMC11073491 DOI: 10.3389/fnut.2024.1368110] [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: 01/09/2024] [Accepted: 04/09/2024] [Indexed: 05/08/2024] Open
Abstract
The use of animals, fungi, and plants as a source of bioactive compounds has been widely practiced in diverse cultures throughout the world, particularly in alcoholic drinks. The nature of the biological material, method of preparation and alcohol concentration play a predominant role in the extraction of bioactive compounds and the achievement of desired results. However, certain aspects must be considered to guarantee the innocuity of these drinks and reduce the risk of intoxication, infections and allergic reactions, aspects which are sometimes overlooked. In addition, the implications of using threatened or protected species must be considered to reduce the negative impact on their populations. The authors recommend the establishment of production systems which guarantee products with adequate quality controls and ensure the benefits to the consumer.
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Affiliation(s)
- María Cruz Juárez-Aragón
- Unidad Académica de Trabajo Social y Ciencias para el Desarrollo Humano, Universidad Autónoma de Tamaulipas, Ciudad Victoria, Tamaulipas, Mexico
| | | | - Reyna Ivonne Torres-Acosta
- Unidad Académica Multidisciplinaria Mante Centro, Universidad Autónoma de Tamaulipas, Ciudad Mante, Tamaulipas, Mexico
| | - Jorge Ariel Torres-Castillo
- Unidad Académica Multidisciplinaria Mante Centro, Universidad Autónoma de Tamaulipas, Ciudad Mante, Tamaulipas, Mexico
- Instituto de Ecología Aplicada, Universidad Autónoma de Tamaulipas, Ciudad Victoria, Tamaulipas, Mexico
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5
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Ji J, Zhang Y, Wang D, Wang Y. Efficient removal of PAHs from peanut oil using coconut shell-based activated charcoal decorated by cationic (CTAB), anionic (SDS), non-ionic surfactant (Triton X-100). Food Chem 2024; 438:137962. [PMID: 37976872 DOI: 10.1016/j.foodchem.2023.137962] [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: 07/11/2023] [Revised: 10/30/2023] [Accepted: 11/08/2023] [Indexed: 11/19/2023]
Abstract
The coconut shell-based activated charcoal was decorated by three different electronegativities of surfactants (CTAB, SDS, and Triton X-100) through the impregnation method, and the decorated activated charcoal adsorbents were used for the removal of PAHs from peanut oil, respectively. The influence of surfactant decoration on the adsorption and detoxification effect of coconut shell-based activated charcoal was discussed. The thermodynamic and kinetic behaviors of PAHs adsorption on the surfactant-modified activated charcoal were investigated, and the adsorption mechanism was analyzed in-depth. Notably, the prepared modified coconut shell activated charcoal could not only remove more than 90% of PAHs from the peanut oil but also keep the cytotoxicity of the treated peanut oil low. Meanwhile, the detoxification procedure has little effect on the nutritional quality and flavor of the peanut oil. The results of this fundamental study demonstrate that the low-cost surfactant-modified coconut shell-based activated charcoal was effective and feasible.
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Affiliation(s)
- Junmin Ji
- College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China.
| | - Yaxin Zhang
- College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China
| | - Dan Wang
- College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China
| | - Yan Wang
- College of Food Science and Engineering, Henan University of Technology, Zhengzhou 450001, PR China
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6
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Zhang Y, Liang Y, Zhang W, Ren Y, Bao X. Evaluation of fifteen processing methods of hellgrammites based on the flavor characteristics. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2024; 61:651-674. [PMID: 38410265 PMCID: PMC10894185 DOI: 10.1007/s13197-023-05850-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 09/05/2023] [Accepted: 09/12/2023] [Indexed: 02/28/2024]
Abstract
To investigate suitable processing methods for improve the flavor while maintaining quality, hellgrammites were subjected to fifteen different processing methods. The samples were tested by sensory evaluation and were analyzed using HS-SPME-GC-MS. The sensory evaluation revealed that five methods for head and chest removal, three wine-fried methods, and three vinegar-roasting methods significantly reduced the levels of hexanal (3129.05 ± 45.77 μg/kg) and heptanal (436.72 ± 7.42 μg/kg), compounds responsible for fishy and earthy flavors, compared to raw samples. The latter two methods exhibited increased aroma flavor. PCA and OPLS-DA analyses suggested that acids, alcohols, and esters played a crucial role in flavor modification. Notably, vinegar-roasting methods demonstrated the highest acid content and had a substantial impact on volatile compounds. Additionally, boiling methods effectively reduced the levels of hazardous compounds, such as toluene and 1,3-Dimethyl-benzene. However, other methods did not exhibit similar efficacy in reducing hazardous compounds. The accumulation of hazardous compounds showed a decreasing trend in the whole insect, head removal, and head and chest removal groups. Moreover, the relative odor activity value consistently identified aldehyde compounds, including hexanal and heptanal, as the main contributors to aroma. Overall, boiling and head and chest removal procedures were suggested as precautionary measures during the initial processing of hellgrammites-based food products. The vinegar-roasting and wine-fried methods could be employed to impart desired flavors, aligning with consumers' preferences. These findings lay the foundation for standardizing processing techniques and ensuring the quality control of products derived from hellgrammites.
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Affiliation(s)
- Yunying Zhang
- Pharmacy College, Southwest Minzu University, Chengdu, 610063 China
| | - Yupeng Liang
- Pharmacy College, Southwest Minzu University, Chengdu, 610063 China
| | - Wenming Zhang
- Pharmacy College, Southwest Minzu University, Chengdu, 610063 China
| | - Yan Ren
- Pharmacy College, Southwest Minzu University, Chengdu, 610063 China
| | - Xiaoming Bao
- Shimadzu (China) Co., Ltd, Chengdu, 610063 China
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7
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Gong J, Ma Y, Li L, Cheng Y, Huang Y. Comparative characterization and contribution of key aroma compounds in the typical base liquor of Jiang-flavor Baijiu from different distributions in the Chinese Chishui River basin. Food Chem X 2023; 20:100932. [PMID: 37868367 PMCID: PMC10589752 DOI: 10.1016/j.fochx.2023.100932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 09/18/2023] [Accepted: 10/06/2023] [Indexed: 10/24/2023] Open
Abstract
The characteristic of typical base liquor is crucial in controlling ultimate quality of Jiang-flavor Baijiu. This study investigates the flavor compounds of three typical base liquors (Jiangxiang, Chuntian, and Jiaodixiang) by LLE/LLME/HS-SPME, gas chromatography-mass spectrometry (GC-MS), gas chromatography-flame ionization detection (GC-FID), sensory analysis, and odor activity value (OAV). Of the 201 main volatile compounds identified, 37 significant compounds distinguished the three typical base liquors. Acid (441.72 ± 0.17 mg/L), alcohol (5388.88 ± 0.55 mg/L), and ester compounds (8181.64 ± 0.15 mg/L) were respectively marked in Jiangxiang, Chuntian, and Jiaodixiang typical base liquors. Orthogonal partial least squares discriminant analysis (OPLS-DA), correlation analysis, and aroma recombination showed that butyric acid (OAV: 102.23), butyl 2-methylbutyrate (OAV: 6045.59), and ethyl caproate (OAV: 418.37) were significantly correlated with sweet, fruity, pit mud, jiang, and ethanol aromas. It identifies the primary constituents that affect flavor variations in the three typical base liquors and provides guidance for investigations on the flavor formation of Jiang-flavor Baijiu.
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Affiliation(s)
- Jiaxin Gong
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
- Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guiyang, Guizhou 550025, China
| | - Yu Ma
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
| | - Lili Li
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
| | - Yuxin Cheng
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
- Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guiyang, Guizhou 550025, China
| | - Yongguang Huang
- College of Liquor and Food Engineering, Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guizhou University, Guiyang, Guizhou 550025, China
- Key Laboratory of Fermentation Engineering and Biological Pharmacy of Guizhou Province, Guiyang, Guizhou 550025, China
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8
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Chemistry behind quality - The usability of herbs and spices essential oils analysis in light of sensory studies. Food Chem 2023; 411:135537. [PMID: 36701917 DOI: 10.1016/j.foodchem.2023.135537] [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: 06/27/2022] [Revised: 01/09/2023] [Accepted: 01/19/2023] [Indexed: 01/22/2023]
Abstract
The common protocols for the quality determination of medicinal and aromatic plants (MAPs), including herbs and spices (HSs), are the yield and composition of essential oils (EOs). Meanwhile, studies on the sensory quality of HSs showed that EOs composition does not translate to the profile of volatiles emitted from plants; therefore, they do not provide a background for sensory quality assessment. Thus, in this study, the differences in the composition of the EOs and the patterns of emission of unlimited (pure EOs) or limited (presence of a plant matrix) volatiles by headspace were measured for three chemotypes of mint, namely menthol, carvone, and linalool ones. The results have demonstrated that the presence of a plant matrix may change the contribution of main volatiles even up to 47 percentage points, what allows suggesting that EOs chemical analysis is not a reliable method for the determination of sensory quality of HSs.
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9
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Han C, Qu F, Wang X, Zhai X, Li J, Yu K, Zhao Y. Terahertz Spectroscopy and Imaging Techniques for Herbal Medicinal Plants Detection: A Comprehensive Review. Crit Rev Anal Chem 2023; 54:2485-2499. [PMID: 36856792 DOI: 10.1080/10408347.2023.2183077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
Herbal medicine (HM), derived from various therapeutic plants, has garnered considerable attention for its remarkable effectiveness in treating diseases. However, numerous issues including improved varieties selection, hazardous residue detection, and concoction management affect herb quality throughout the manufacturing process. Therefore, a practical, rapid, nondestructive detection technology is necessary. Terahertz (THz) spectroscopy, with low energy, penetration, and fingerprint features, becomes preferable method for herb quality appraisal. There are three parts in our review. THz techniques, data processing, and modeling methods were introduced in Part I. Three primary applications (authenticity, composition and active ingredients, and origin detection) of THz in medicinal plants quality detection in industrial processing and marketing were detailed in Part II. A thorough investigation and outlook on the well-known applications and advancements of this field were presented in Part III. This review aims to bring new enlightenment to the in-depth THz application research in herbal medicinal plants.
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Affiliation(s)
- Chaoyue Han
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Fangfang Qu
- College of Mechanical and Electrical Engineering, Fujian Agriculture and Forestry University, Fuzhou, Fujian 350000, China
| | - Xiaohui Wang
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Xuedong Zhai
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Junmeng Li
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Keqiang Yu
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, Shaanxi 712100, China
- Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, Shaanxi 712100, China
| | - Yanru Zhao
- College of Mechanical and Electronic Engineering, Northwest A&F University, Yangling, Shaanxi 712100, China
- Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture and Rural Affairs, Yangling, Shaanxi 712100, China
- Shaanxi Key Laboratory of Agricultural Information Perception and Intelligent Service, Yangling, Shaanxi 712100, China
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Analysis of the Microbial Community Structure and Volatile Metabolites of JIUYAO in Fangxian, China. FERMENTATION-BASEL 2022. [DOI: 10.3390/fermentation8120754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
JIUYAO is an important saccharification starter in the production of huangjiu and is also an important source of flavor. In this study, the microbial community structure of JIUYAO from Fangxian was studied by high-throughput sequencing (HTS) technology for the first time. The volatile flavor compounds of the JIUYAO metabolites were also analyzed by headspace solid-phase microextraction combined with full two-dimensional gas chromatography-mass spectrometry (HS-SPME-GC×GC/MS) for the first time. The results showed that there were 15 dominant bacterial genera, including Weissella, Pediococcus, unclasssified_k_norank_d_Bacteria, Lactobacillus, Leuconostoc, etc. Thirteen species of dominant fungi included Wickerhamomyces, Saccharomycopsis, Rhizopus, etc. The different samples of JIUYAO were similar in their microbial species, but the number of species was significantly different. A total of 191 volatile flavor compounds (VFCs) were detected, among which esters, alcohols, acids, and alkenes were the main flavor compounds, and 21 terpenoids were also detected. In addition, the functional prediction of micro-organisms in JIUYAO revealed that global and overview maps, amino acid metabolism, and carbohydrate metabolism were the dominant categories. Through correlation analysis, 538 potential correlations between the dominant micro-organisms and the different flavor compounds were obtained. This study revealed the interactions between the micro-organisms and the volatile metabolites in JIUYAO, which provided reliable data for the analysis of the microbial community structure of Fangxian JIUYAO and provided theoretical support for the quality evaluation of JIUYAO.
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11
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Research progress in comprehensive two-dimensional gas chromatography-mass spectrometry and its combination with olfactometry systems in the flavor analysis field. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2022.104790] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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12
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Yang J, Yao L, Gong K, Li K, Sun L, Cai W. Identification and Quantification of Chlorogenic Acids from the Root Bark of Acanthopanax gracilistylus by UHPLC-Q-Exactive Orbitrap Mass Spectrometry. ACS OMEGA 2022; 7:25675-25685. [PMID: 35910160 PMCID: PMC9330223 DOI: 10.1021/acsomega.2c02899] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The purpose of this study is to identify and quantify the chlorogenic acids (CGAs) from the root bark of Acanthopanax gracilistylus, which is conventionally regarded as a tonic in folk Chinese Traditional medicine. The effective methods for identification and quantification analysis of CGAs were developed based on ultra high performance liquid chromatography-Q-exactive orbitrap mass spectrometry (UHPLC-Q-Orbitrap MS) in parallel reaction monitoring (PRM) and selected reaction monitoring (SIM), which showed high sensitivity and resolution for screening and quantifying compounds. The root bark of A. gracilistylus was extracted under ultrasonication with 70% methanol. Ultimately, a for total of 70 CGAs, 64 of these were tentatively identified for the first time. Moreover, a methodological study of seven kinds of CGAs was carried out. The proposed procedure was optimized and validated in terms of selectivity, linearity of analytical curves (r 2 > 0.990), accuracy (recovery range from 96.7 to 105%), and repeatability (relative standard deviation <5%). Then it was applied to determine the content of the CGAs in A. gracilistylus roots from 66 of different batches. The total CGAs was quantified in a range between 2.150 and 33.51 mg/g, which could be considered as excellent source of natural bioactive compound. The result was extremely useful for understanding the bioactive substance and quality control of A. gracilistylus in depth.
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Affiliation(s)
- Jianbo Yang
- Institute
for Control of Chinese Traditional Medicine and Ethnic Medicine &
National Institutes for Food and Drug Control, Beijing 100050, P.R. China
| | - Lingwen Yao
- Institute
for Control of Chinese Traditional Medicine and Ethnic Medicine &
National Institutes for Food and Drug Control, Beijing 100050, P.R. China
| | - Kaiyan Gong
- School
of Pharmaceutical Sciences & Hunan University of Medicine, Huaihua 418000, P.R. China
| | - Kailin Li
- School
of Pharmaceutical Sciences & Hunan University of Medicine, Huaihua 418000, P.R. China
| | - Lei Sun
- Institute
for Control of Chinese Traditional Medicine and Ethnic Medicine &
National Institutes for Food and Drug Control, Beijing 100050, P.R. China
| | - Wei Cai
- School
of Pharmaceutical Sciences & Hunan University of Medicine, Huaihua 418000, P.R. China
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13
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Cai W, Wang Y, Wang W, Shu N, Hou Q, Tang F, Shan C, Yang X, Guo Z. Insights into the Aroma Profile of Sauce-Flavor Baijiu by GC-IMS Combined with Multivariate Statistical Analysis. JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY 2022; 2022:4614330. [PMID: 35392280 PMCID: PMC8983223 DOI: 10.1155/2022/4614330] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 01/20/2022] [Accepted: 03/12/2022] [Indexed: 06/14/2023]
Abstract
Aroma is among the principal quality indicators for evaluating Baijiu. The aroma profiles of sauce-flavor Baijiu produced by 10 different manufacturers were determined by GC-IMS. The results showed that GC-IMS could effectively separate the volatile compounds in Baijiu, and a total of 80 consensus volatile compounds were rapidly detected from all samples, among which 29 volatile compounds were identified, including 5 alcohols, 14 esters, 2 acids, 2 ketones, 5 aldehydes, and 1 furan. According to the differences in aroma profile found by multivariate statistical analysis, these sauce-flavor Baijiu produced by 10 different manufacturers can be further divided into three types. The relative odor activity value of the identified volatile compounds indicated that seven volatile compounds contributed most to the aroma of sauce-flavor Baijiu in order of aroma contribution rate, and they were ethyl hexanoate, ethyl pentanoate, ethyl 2-methylbutanoate, ethyl octanoate (also known as octanoic acid ethyl ester), ethyl 3-methylbutanoate, ethyl butanoate, and ethyl isobutyrate. Correspondingly, the main aromas of these sauce-flavor Baijiu produced by 10 different manufacturers were sweet, fruity, alcoholic, etheral, cognac, rummy, and winey. On the one hand, this study proved that GC-IMS is well adapted to the detection of characteristic volatile aroma compounds and trace compounds in Baijiu, which is of positive significance for improving the aroma fingerprint and database of sauce-flavor Baijiu. On the other hand, it also enriched our knowledge of Baijiu and provided references for the evaluation and regulation of the flavor quality of sauce-flavor Baijiu.
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Affiliation(s)
- Wenchao Cai
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Sciences, Xiangyang, Hubei Province, China
- School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, China
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, China
| | - Yurong Wang
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Sciences, Xiangyang, Hubei Province, China
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, China
| | - Wenping Wang
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, China
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Key Laboratory, Xiangyang, Hubei Province, China
| | - Na Shu
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, China
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Key Laboratory, Xiangyang, Hubei Province, China
| | - Qiangchuan Hou
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Sciences, Xiangyang, Hubei Province, China
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Key Laboratory, Xiangyang, Hubei Province, China
| | - Fengxian Tang
- School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, China
| | - Chunhui Shan
- School of Food Science, Shihezi University, Shihezi, Xinjiang Autonomous Region, China
| | - Xinquan Yang
- 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 Sciences, Xiangyang, Hubei Province, China
- Xiangyang Maotai-Flavor Baijiu Solid-State Fermentation Enterprise-University Joint Innovation Center, Xiangyang, Hubei Province, China
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14
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Ma L, Meng Q, Chen F, Gao W. SAFE and SBSE combined with GC-MS and GC-O for characterization of flavor compounds in Zhizhonghe Wujiapi medicinal liquor. J Food Sci 2022; 87:939-956. [PMID: 35122437 DOI: 10.1111/1750-3841.16031] [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: 05/06/2021] [Revised: 11/28/2021] [Accepted: 12/13/2021] [Indexed: 11/29/2022]
Abstract
Volatile compounds in Chinese Zhizhonghe Wujiapi (WJP) medicinal liquor were extracted by solvent-assisted flavor evaporation extraction (SAFE) and stir bar sorptive extraction (SBSE), respectively, and identified by gas chromatography-mass spectrometry. Results showed that a total of 123 volatile compounds (i.e., 108 by SAFE, 50 by SBSE, and 34 by both) including esters, alcohols, acids, aldehydes, ketones, heterocycles, terpenes and terpenoids, alkenes, phenols, and other compounds were identified, and 67 of them were confirmed as aroma-active compounds by the application of the aroma extract dilution analysis coupled with gas chromatography-olfactometry. After making a simulated reconstitute by mixing 41 characterized aroma-active compounds (odor activity values ≥1) based on their concentrations, the aroma profile of the reconstitute showed good similarity to that of the original WJP liquor. Omission test further corroborated 34 key aroma-active compounds in the WJP liquor. The study of WJP liquor is expected to provide some insights into the characterization of special volatile components in traditional Chinese medicine liquors for the purpose of quality improvement and aroma optimization.
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Affiliation(s)
- Longhua Ma
- Collaborative Innovation Center of Fragrance Flavour and Cosmetics, School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai, P. R. China
| | - Qingran Meng
- Collaborative Innovation Center of Fragrance Flavour and Cosmetics, School of Perfume and Aroma Technology, Shanghai Institute of Technology, Shanghai, P. R. China
| | - Feng Chen
- Department of Food, Nutrition, and Packaging Sciences, Clemson University, Clemson, South Carolina, USA
| | - Wenjie Gao
- Department of Ecological Technology and Engineering, Shanghai Institute of Technology, Shanghai, P. R. China
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15
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Characteristic Aroma Compound in Cinnamon Bark Extract Using Soybean Oil and/or Water. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12031284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The effects of soybean oil (20%, v/w) and extraction time (30, 60, or 90 min) on volatile compounds in cinnamon bark extract were investigated. The relative content and odor activity values (OAVs) of volatile compounds were measured by Gas Chromatography-Mass Spectrometer (GC-MS). The results showed that a total of 26 and 27 volatile compounds were detected in the water extract and the aqueous phase of the water/oil extraction, respectively. Hexanal, nonanal, cinnamaldehyde, D-limonene, 1-octen-3-ol, linalool, and anethole were the major aroma-active compounds, accounting for 85% of the total substance content. Cinnamaldehyde had the highest contribution rate to the aroma of the water extract (26%), whereas anethole has the highest contribution rate to the aroma of the oil/water extract (30%). Whether or not the extraction medium contained soybean oil, the relative content of aroma-active compounds in the aqueous phase decreased with increased extraction time, and the relative content of these compounds in the aqueous phase further decreased when soybean oil was present. This should be due to the high hydrophobicity of these compounds, which were prone to dissolving in the oil layer during the extraction process, resulting in a decrease in the relative content of aroma-active compounds in the aqueous phase.
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16
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Hou L, Chen L, Song P, Zhang Y, Wang X. Comparative assessment of the effect of pretreatment with microwave and roast heating on the quality of black sesame pastes. J Food Sci 2021; 86:5353-5374. [PMID: 34888858 DOI: 10.1111/1750-3841.15976] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 10/12/2021] [Accepted: 10/19/2021] [Indexed: 01/13/2023]
Abstract
Heating is a key procedure in producing sesame paste. The effects of microwave heating and conventional roasting on the physicochemical features, protein profiles, and volatile compounds of black sesame pastes made of black sesame seeds from Burma and China were evaluated in this study. All heating treatments decreased the moisture contents of black sesame pastes, and roasting yielded lower moisture levels, although with similar chroma (p < 0.05). The samples subjected to microwave heating had remarkably lower peroxide values than those heated with roasting (p < 0.05). Chinese microwave-heated samples had a higher nitrogen solubility index than roasting (p < 0.05). Both microwave and roasting increased the contents of the volatiles notably. SDS-PAGE showed that the intensity of the 2-15 kDa band decreased markedly after heating and nearly diminished for roasting samples, suggesting that roasting was more remarkable for the promotion to the protein aggregation. The results indicated that the quality traits of black sesame paste not only depend on the heating methods, but also the heating power/temperature and duration, and the source of the materials.
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Affiliation(s)
- Lixia Hou
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
| | - Liyan Chen
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
| | - Pinqing Song
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
| | - Yujin Zhang
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
| | - Xuede Wang
- College of Food Science and Technology, Henan University of Technology, Zhengzhou, China
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17
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Han Y, Du J, Song Z. Effects of the yeast endogenous β-glucosidase on hawthorn (Crataegus pinnatifida Bunge) wine ethyl carbamate and volatile compounds. J Food Compost Anal 2021. [DOI: 10.1016/j.jfca.2021.104084] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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