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Zhang M, Guo D, Wu G, Han P, Shi Y, Zheng T, He X, Zhao E, Zhang H, Li X. Analysis of volatile compound metabolic profiles during the fermentation of filler tobacco leaves through integrated E-nose, GC-MS, GC-IMS, and sensory evaluation. J Chromatogr A 2024; 1737:465472. [PMID: 39467511 DOI: 10.1016/j.chroma.2024.465472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 10/21/2024] [Accepted: 10/23/2024] [Indexed: 10/30/2024]
Abstract
Tobacco is an agricultural commodity with great economic significance. Producers recognize that the flavor characteristics of filler tobacco clear-out (FTLs) affect the quality of cigar tobacco items. To identify the major volatile organic compounds (VOCs) responsible for differences in FTLs, E-nose, HS-SPME-GC-MS, and HS-GC-IMS were employed for multi-dimensional analysis of nine groups of FTLs at various fermentation stages. The E-nose results indicated a progressive increase in nitrogen-oxygen compounds during fermentation. Coupled with these findings, HS-SPME-GC-MS identified 56 VOCs, and HS-GC-IMS revealed 55 VOCs in the FTLs. Principal component analysis (PCA) suggested that FTLs from various fermentation stages of the Yunxue No 39 tobacco plant exhibit significant differences. Partial least squares discriminant analysis (PLS-DA), along with the variable importance in projection (VIP) method for feature selection, pinpointed 12 VOCs as the essential unmistakable metabolites embroiled within the agrarian fermenting prepare of matured FTLs. During the fermentation process, these crucial metabolites are predominantly enriched in pathways including pyruvate metabolism, phenylalanine metabolism, as well as nicotinate and nicotinamide metabolism. The study provides insights into the differences and diversity of FTLs at agricultural fermentation stages. It offers valuable information for optimizing the quality of agricultural fermentation and guiding the directional fermentation of tobacco leaves.
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Affiliation(s)
- Mingzhu Zhang
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Dongfeng Guo
- China Tobacco Anhui Industrial Co., Ltd., Hefei, Anhui, China
| | - Guanglong Wu
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Ping Han
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Yaqi Shi
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China; China Tobacco Anhui Industrial Co., Ltd., Hefei, Anhui, China
| | - Tianfei Zheng
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China; China Tobacco Anhui Industrial Co., Ltd., Hefei, Anhui, China
| | - Xiaohui He
- Ganzhuang Cigar Tobacco Fermentation Center, Yunnan Spice Tobacco Co., Ltd, Yuxi, Yunnan, China
| | - Eryong Zhao
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China
| | - Hui Zhang
- China Rural Technology Development Center, Beijing, China
| | - Xingjiang Li
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China.
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Mai J, Zhu MJ, Hu BB, Zhang H, Liu ZH, Sun JF, Hu Y, Zhao L. Effects of Phaffia rhodozyma on microbial community dynamics and tobacco quality during tobacco fermentation. Front Microbiol 2024; 15:1451582. [PMID: 39355430 PMCID: PMC11442207 DOI: 10.3389/fmicb.2024.1451582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 09/02/2024] [Indexed: 10/03/2024] Open
Abstract
Introduction Carotenoids are important precursors of various aroma components in tobacco and play an important role in the sensory quality of tobacco. Phaffia rhodozyma is a species of Xanthophyllomyces capable of synthesizing a highly valuable carotenoid-astaxanthin, but has not yet been used in improving tobacco quality. Methods The dynamic changes of microbial community and metabolites during tobacco fermentation were analyzed in combination with microbiome and metabolome, and the quality of tobacco after fermentation was evaluated by sensory scores. Results P. rhodozyma could grow and produce carotenoids in tobacco extract, with a maximum biomass of 6.50 g/L and a maximum carotenoid production of 36.13 mg/L at 100 g/L tobacco extract. Meanwhile, the correlation analysis combined with microbiome and metabolomics showed that P. rhodozyma was significantly positively correlated with 11 metabolites such as 6-hydroxyluteolin and quercetin. Furthermore, the contents of alcohols, ketones and esters, which were important aromatic components in fermented tobacco, reached 77.57 μg/g, 58.28 μg/g and 73.51 μg/g, increasing 37.39%, 265.39% and 266.27% compared to the control group, respectively. Therefore, the aroma and flavor, and taste scores of fermented tobacco increased by 0.5 and 1.0 points respectively. Discussion This study confirmed that P. rhodozyma fermentation could effectively improve the sensory evaluation of tobacco, and provided a novel microbial fermentation method to improve tobacco quality.
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Affiliation(s)
- Jing Mai
- Yunnan Academy of Tobacco Agricultural Sciences, Kunming, China
- School of Biology and Biological Engineering, Guangdong Key Laboratory of Fermentation and Enzyme Engineering, Guangzhou Higher Education Mega Center, South China University of Technology, Guangzhou, China
| | - Ming-Jun Zhu
- School of Biology and Biological Engineering, Guangdong Key Laboratory of Fermentation and Enzyme Engineering, Guangzhou Higher Education Mega Center, South China University of Technology, Guangzhou, China
| | - Bin-Bin Hu
- Yunnan Academy of Tobacco Agricultural Sciences, Kunming, China
| | - Hong Zhang
- Yunnan Tobacco Monopoly Bureau, Kunming, China
| | | | | | - Yang Hu
- Chuxiong State Tobacco Monopoly Bureau, Chuxiong, China
| | - Lu Zhao
- Yunnan Academy of Tobacco Agricultural Sciences, Kunming, China
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Fang X, Qin Y, Liu T, Guo S, Wu C, Zhang R, Zhong Q, Lei Y, Shi H, Zhou R, Zeng S, Jin Y. Roles of cigar microbes in flavor formation during roasted-rice leachate fermentation. Appl Microbiol Biotechnol 2024; 108:457. [PMID: 39222255 PMCID: PMC11368999 DOI: 10.1007/s00253-024-13289-x] [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: 04/09/2024] [Revised: 08/13/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
Roasted-rice leachate fermentation, a distinctive local tobacco fermentation method in Sichuan, imparts a mellow flavor and glossy texture to tobacco leaves, along with a roasted rice aroma. In order to find out the impact of roasted-rice leachate on cigar tobacco leaves, the physicochemical properties, volatile flavor profile, and microbial community were investigated. The content of protein significantly decreased after fermentation. The volatile flavor compounds increased following roasted-rice leachate fermentation, including aldehydes, alcohols, acids, and esters. High-throughput sequencing identified Staphylococcus, Pseudomonas, Pantoea, Oceanobacillus, Delftia, Corynebacterium, Sphingomonas, Aspergillus, Weissella, and Debaryomyces as the primary genera. Network and correlation analysis showed Debaryomyces played a crucial role in roasted-rice leachate fermentation, due to its numerous connections with other microbes and positive relationships with linoelaidic acid, aromandendrene, and benzaldehyde. This study is useful for gaining insight into the relationship between flavor compounds and microorganisms and provides references regarding the effect of extra nutrients on traditional fermentation products. KEY POINTS: • Volatile flavor compounds increased following roasted-rice leachate fermentation • Staphylococcus was the primary genera in fermented cigar • Debaryomyces may improve the quality of tobacco leaves.
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Affiliation(s)
- Xin Fang
- College of Biomass Science and Engineering, Sichuan University, Chengdu, 610065, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, 610065, China
| | - Yanqing Qin
- Sichuan Provincial Branch of China National Tobacco Crop Tobacco Science Institute, Chengdu, China
| | - Tiantian Liu
- College of Biomass Science and Engineering, Sichuan University, Chengdu, 610065, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, 610065, China
| | - Shiping Guo
- Sichuan Provincial Branch of China National Tobacco Crop Tobacco Science Institute, Chengdu, China
| | - Chongde Wu
- College of Biomass Science and Engineering, Sichuan University, Chengdu, 610065, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, 610065, China
| | - Ruina Zhang
- Deyang Tobacco Company of Sichuan Province, Deyang, 618400, Sichuan, China
| | - Qiu Zhong
- Deyang Tobacco Company of Sichuan Province, Deyang, 618400, Sichuan, China
| | - Yunkang Lei
- Deyang Tobacco Company of Sichuan Province, Deyang, 618400, Sichuan, China
| | - Hongzhi Shi
- College of Tobacco, Henan Agricultural University, Zhengzhou, 450002, China
| | - Rongqing Zhou
- College of Biomass Science and Engineering, Sichuan University, Chengdu, 610065, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, 610065, China
| | - Shuhua Zeng
- College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yao Jin
- College of Biomass Science and Engineering, Sichuan University, Chengdu, 610065, China.
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, 610065, China.
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Zhang W, Deng Q, Zhu B, Xiao D, Chen Q, Pan H, Chen J. Improving the Quality of Low-grade Tobacco by Enzymatic Treatment and Co-fermentation with Yeast and Lactic Acid Bacteria. Appl Biochem Biotechnol 2024:10.1007/s12010-024-05007-0. [PMID: 39207681 DOI: 10.1007/s12010-024-05007-0] [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] [Accepted: 07/23/2024] [Indexed: 09/04/2024]
Abstract
Enzymatic treatment is a promising method to modulate the chemical composition, flavoring substances and to enhance the sensory quality of cigarettes. This study investigates the feasibility of enzymatic treatment in conjunction with co-fermentation with yeast and lactic acid bacteria to improve the quality of low-quality cigarettes. Amylase, flavourzyme, glucoamylase, protease, and their combinations were used for the enzymatic treatment of tobacco-sorghum by using the liquid-state fermentation method. The biochemical components and flavor substances of the fermented products were analyzed. The findings show that amylase and glucoamylase can effectively degrade starch into fermentable reducing sugars, facilitate microbial growth and proliferation, and significantly enhance the levels of flavoring alcohols and esters. Flavourzyme and glucoamylase, either individually or combined with amylase, achieved a more balanced distribution of flavor substances in the products. Additionally, flavourzyme was capable of increasing the content of guaiacol, solanesol, and 2-acetylpyrrole in the fermented products, thereby improving the richness and depth of the cigarette flavor. While the protease treatment group showed fewer flavor substances and higher nicotine content, which was detrimental to the quality of cigarettes. When integrating the fermentation products into low-quality cigarettes, flavourzyme and glucoamylase combined with amylase treatment received higher scores in sensory quality evaluations. This study provides a beneficial strategy for effectively improving the quality of low-quality cigarettes.
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Affiliation(s)
- Wei Zhang
- Technology Center, China , Tobacco Yunnan Industrial Co., Ltd, Kunming, 650202, People's Republic of China
| | - Qian Deng
- School of Food Science and Technology, Jiangnan University, Wuxi, 214122, People's Republic of China
| | - Baokun Zhu
- Technology Center, China , Tobacco Yunnan Industrial Co., Ltd, Kunming, 650202, People's Republic of China
| | - Dong Xiao
- Technology Center, China , Tobacco Yunnan Industrial Co., Ltd, Kunming, 650202, People's Republic of China
| | - Qiuming Chen
- School of Food Science and Technology, Jiangnan University, Wuxi, 214122, People's Republic of China
| | - Hongyang Pan
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, People's Republic of China.
| | - Jie Chen
- School of Food Science and Technology, Jiangnan University, Wuxi, 214122, People's Republic of China.
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi, 214122, People's Republic of China.
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Xiao G, Ding J, Shao S, Wang L, Gao L, Luo X, Wei Z, Tan X, Guo J, Qian J, Xiao A, Wang J. Revealing alcoholization-related volatile compounds and determining alcoholization indices in tobacco using GC-IMS coupled with chemometrics. Heliyon 2024; 10:e35178. [PMID: 39157313 PMCID: PMC11328026 DOI: 10.1016/j.heliyon.2024.e35178] [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: 07/20/2024] [Accepted: 07/24/2024] [Indexed: 08/20/2024] Open
Abstract
Alcoholization is an integral part of tobacco processing and volatile compounds are key to assessing tobacco alcoholization. In this study, a total of 154 volatiles from nine categories were determined by gas chromatography-ion mobility spectrometry (GC-IMS) from four grades of tobacco, of which 114 were better identified. And then, the dynamic trends of volatile compounds with significant changes in tobacco alcoholization were analyzed. The relevant volatiles with the alcoholization indices (AIs) (R > 0.8) were screened as indicators of tobacco alcoholization. Cinnamyl isobutyrate, linolenic acid alcohol, propanoic acid-M and propanoic acid-D in all tobacco samples were highly correlated with the AIs and tended to increase during the alcoholization process. In addition, linear discriminant analysis (LDA), back-propagation neural network (BPNN) and random forest (RF) classifiers were constructed for discrimination of tobacco AIs. Three classifiers trained with a combination of 20 volatiles achieved satisfactory results with area under the curve (AUC) of 0.95 (LDA), 0.94 (BPNN) and 0.97 (RF), respectively. The RF classifier gained optimal accuracy of 100 % and 96.1 % for the training and test sets, respectively. The study confirmed that GC-IMS can be used to characterize the changes of volatile compounds in tobacco during alcoholization and combined with machine learning to achieve the determination of AIs. The results of the study may provide a new means for the tobacco industry to monitor the alcoholization process and determine the degree of alcoholization.
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Affiliation(s)
- Guangwei Xiao
- China Tobacco Hubei Industrial Co., Ltd, Wuhan 430000, Hubei, China
| | - Jianyu Ding
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, China
| | - Shizhou Shao
- China Tobacco Hubei Industrial Co., Ltd, Wuhan 430000, Hubei, China
| | - Lin Wang
- China Tobacco Hubei Industrial Co., Ltd, Wuhan 430000, Hubei, China
| | - Lei Gao
- China Tobacco Hubei Industrial Co., Ltd, Wuhan 430000, Hubei, China
| | - Xiaohua Luo
- China Tobacco Hubei Industrial Co., Ltd, Wuhan 430000, Hubei, China
| | - Zhaozhao Wei
- China Tobacco Hubei Industrial Co., Ltd, Wuhan 430000, Hubei, China
| | - Xiaohong Tan
- Hubei Tobacco Gold Leaf Compound Roasting CO., Ltd, Enshi Compound Roasting Plant, Enshi 445000, Hubei, China
| | - Jie Guo
- Hubei Tobacco Gold Leaf Compound Roasting CO., Ltd, Enshi Compound Roasting Plant, Enshi 445000, Hubei, China
| | - Jiangjin Qian
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, China
| | - Anhong Xiao
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, China
| | - Jiahua Wang
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan 430023, Hubei, China
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Shen K, Xia L, Jiao K, Pan F, Xiang B, Zhou W, Shou Y, Gao X, Hu S, Fang H, Xia C, Jiang X, Gao X, Li C, Sun P, Lu G, Fan H, Sun T. Characterization techniques for tobacco and its derivatives: a systematic review. Front Chem 2024; 12:1402502. [PMID: 39036657 PMCID: PMC11257895 DOI: 10.3389/fchem.2024.1402502] [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: 03/17/2024] [Accepted: 06/04/2024] [Indexed: 07/23/2024] Open
Abstract
Biomass and its derivatives have broad applications in the fields of bio-catalysis, energy storage, environmental remediation. The structure and components of biomass, which are vital parameters affecting corresponding performances of derived products, need to be fully understood for further regulating the biomass and its derivatives. Herein, tobacco is taken as an example of biomass to introduce the typical characterization techniques in unraveling the structural information, chemical components, and properties of biomass and its derivatives. Firstly, the structural information, chemical components and application for biomass are summarized. Then the characterization techniques together with the resultant structural information and chemical components are introduced. Finally, to promote a wide and deep study in this field, the perspectives and challenges concerning structure and composition charaterization in biomass and its derivatives are put forward.
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Affiliation(s)
- Kai Shen
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Liwei Xia
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
| | - Kaixuan Jiao
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Fanda Pan
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Boka Xiang
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Wei Zhou
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Yuedian Shou
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Xuefeng Gao
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Shihao Hu
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Haoyu Fang
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Chen Xia
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Xinru Jiang
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
| | - Xiaoyuan Gao
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
| | - Cuiyu Li
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
| | - Ping Sun
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
| | - Guangzheng Lu
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
| | - Hu Fan
- Technology Center, China Tobacco Zhejiang Industrial Co. Ltd., Hangzhou, Zhejiang, China
| | - Tulai Sun
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, China
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7
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Han Z, Ye C, Dong X, Chen C, Zou D, Huang K, Wei X. Genetic identification and expression optimization of a novel protease HapR from Bacillus velezensis. Front Bioeng Biotechnol 2024; 12:1383083. [PMID: 38544979 PMCID: PMC10966715 DOI: 10.3389/fbioe.2024.1383083] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 02/26/2024] [Indexed: 11/11/2024] Open
Abstract
Due to the broad application and substantial market demand for proteases, it was vital to explore the novel and efficient protease resources. The aim of this study was to identify the novel protease for tobacco protein degradation and optimize the expression levels. Firstly, the tobacco protein was used as the sole nitrogen resource for isolation of protease-producing strains, and a strain with high protease production ability was obtained, identified as Bacillus velezensis WH-7. Then, the whole genome sequencing was conducted on the strain B. velezensis WH-7, and 7 proteases genes were mined by gene annotation analysis. By further heterologous expression of the 7 protease genes, the key protease HapR was identified with the highest protease activity (144.19 U/mL). Moreover, the catalysis mechanism of HapR was explained by amino acid sequence analysis. The expression levels of protease HapR were further improved through optimization of promoter, signal peptide and host strain, and the maximum protease activity reaced 384.27 U/mL in WX-02/pHY-P43-SPyfkD-hapR, increased by 167% than that of initial recombinant strain HZ/pHY-P43-SPhapR-hapR. This study identified a novel protease HapR and the expression level was significantly improved, which provided an important enzyme resource for the development of enzyme preparations in tobacco protein degradation.
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Affiliation(s)
- Zhenying Han
- State Key Laboratory of Agricultural Microbiology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Changwen Ye
- Zhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China
| | - Xinyu Dong
- State Key Laboratory of Agricultural Microbiology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Chenchen Chen
- State Key Laboratory of Agricultural Microbiology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Dian Zou
- State Key Laboratory of Agricultural Microbiology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Kuo Huang
- State Key Laboratory of Agricultural Microbiology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
- Zhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China
| | - Xuetuan Wei
- State Key Laboratory of Agricultural Microbiology, College of Food Science and Technology, Huazhong Agricultural University, Wuhan, China
- Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China
- Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
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8
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Zhang M, Guo D, Wang H, Wu G, Ding N, Shi Y, Zhou J, Zhao E, Li X. Integrated characterization of filler tobacco leaves: HS-SPME-GC-MS, E-nose, and microbiome analysis across different origins. BIORESOUR BIOPROCESS 2024; 11:11. [PMID: 38647645 PMCID: PMC10992047 DOI: 10.1186/s40643-024-00728-w] [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: 11/01/2023] [Accepted: 01/04/2024] [Indexed: 04/25/2024] Open
Abstract
This study delves into the aroma characteristics and microbial composition of filler tobacco leaves (FTLs) sourced from six distinct cigar-growing regions within Yunnan, China, following standardized fermentation. An integrated approach using gas chromatography-mass spectrometry (GC-MS), electronic nose (E-nose), and microbiome analysis was employed for comprehensive profiling. Results derived from Linear Discriminant Analysis (LDA) using E-nose data confirmed the presence of notable variability in flavor substance profiles among the FTLs from six regions. Additionally, GC-MS was used to discern disparities in volatile organic compound (VOC) distribution across FTLs from these regions, identifying 92, 81, 79, 58, 69, and 92 VOCs within each respective sample set. Significantly, 24 VOCs emerged as pivotal determinants contributing to the heterogeneity of flavor profiles among FTLs from diverse origins, as indicated by Variable Importance for the Projection (VIP) analysis. Furthermore, distinctions in free amino acid content and chemical constituents were observed across FTLs. Of noteworthy significance, solanone, isophorone, durene, (-)-alpha-terpineol, and 2,3'-bipyridine exhibited the strongest correlations with microbiome data, with fungal microorganisms exerting a more pronounced influence on metabolites, as elucidated through two-way orthogonal partial least-squares (O2PLS) modeling. These findings provide a theoretical and technical basis for accurately evaluating the synchronization of FTLs in aromas and fermentation processes, and they will enhance the quality of fermented FTLs and foster the growth of the domestic cigar tobacco industry ultimately.
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Affiliation(s)
- Mingzhu Zhang
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei City, 230601, Anhui Province, China
| | - Dongfeng Guo
- China Tobacco Anhui Industrial Co., Ltd., Huangshan Road 606#, Hefei City, 230088, Anhui Province, China.
| | - Haiqing Wang
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei City, 230601, Anhui Province, China
| | - Guanglong Wu
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei City, 230601, Anhui Province, China
| | - Naihong Ding
- China Tobacco Anhui Industrial Co., Ltd., Huangshan Road 606#, Hefei City, 230088, Anhui Province, China
| | - Yaqi Shi
- China Tobacco Anhui Industrial Co., Ltd., Huangshan Road 606#, Hefei City, 230088, Anhui Province, China
| | - Jinlong Zhou
- China Tobacco Anhui Industrial Co., Ltd., Huangshan Road 606#, Hefei City, 230088, Anhui Province, China
| | - Eryong Zhao
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei City, 230601, Anhui Province, China
| | - Xingjiang Li
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei City, 230601, Anhui Province, China.
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9
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Si H, Zhou K, Zhao T, Cui B, Liu F, Zhao M. The bacterial succession and its role in flavor compounds formation during the fermentation of cigar tobacco leaves. BIORESOUR BIOPROCESS 2023; 10:74. [PMID: 38647588 PMCID: PMC10992852 DOI: 10.1186/s40643-023-00694-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/03/2023] [Indexed: 04/25/2024] Open
Abstract
Fermentation is the key process required for developing the characteristic properties of cigar tobacco leaves, complex microorganisms are involved in this process. However, the microbial fermentation mechanisms during the fermentation process have not been well-characterized. This study investigated the dynamic changes in conventional chemical composition, flavor compounds, and bacterial community during the fermentation of cigar tobacco leaves from Hainan and Sichuan provinces in China, as well as the potential roles of bacteria. Fermentation resulted in a reduction of conventional chemical components in tobacco leaves, with the exception of a noteworthy increase in insoluble protein content. Furthermore, the levels of 10 organic acids and 19 amino acids showed a significant decrease, whereas the concentration of 30 aromatic substances exhibited a unimodal trend. Before fermentation, the bacterial community structures and dominant bacteria in Hainan and Sichuan tobacco leaves differed significantly. As fermentation progressed, the community structures in the two regions became relatively similar, with Delftia, Ochrobactrum, Rhodococcus, and Stenotrophomonas being dominant. Furthermore, a total of 12 functional bacterial genera were identified in Hainan and Sichuan tobacco leaves using bidirectional orthogonal partial least squares (O2PLS) analysis. Delftia, Ochrobactrum, and Rhodococcus demonstrated a significant negative correlation with oleic acid and linoleic acid, while Stenotrophomonas and Delftia showed a significant negative correlation with undesirable amino acids, such as Ala and Glu. In addition, Bacillus showed a positive correlation with benzaldehyde, while Kocuria displayed a positive correlation with 2-acetylfuran, isophorone, 2, 6-nonadienal, and β-damascenone. The co-occurrence network analysis of microorganisms revealed a prevalence of positive correlations within the bacterial network, with non-abundant bacteria potentially contributing to the stabilization of the bacterial community. These findings can improve the overall tobacco quality and provide a novel perspective on the utilization of microorganisms in the fermentation of cigar tobacco leaves.
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Affiliation(s)
- Hongyang Si
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Kun Zhou
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Tingyi Zhao
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Bing Cui
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China.
| | - Fang Liu
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China
| | - Mingqin Zhao
- College of Tobacco Science, Flavors and Fragrance Engineering & Technology Research Center of Henan Province, Henan Agricultural University, No.218 Ping An Avenue, Zhengdong New District, Zhengzhou, 450046, Henan, China.
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