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Díaz-González S, González-Bodí S, González-Sanz C, Marín P, Brunner F, Sacristán S. Maize associated bacterial and fungal microbiomes show contrasting conformation patterns dependent on plant compartment and water availability. BMC PLANT BIOLOGY 2025; 25:448. [PMID: 40205544 PMCID: PMC11980124 DOI: 10.1186/s12870-025-06465-2] [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: 07/22/2024] [Accepted: 03/25/2025] [Indexed: 04/11/2025]
Abstract
Plant-associated microorganisms can help crops to alleviate stress and increase the resilience of agricultural ecosystems to climate change. However, we still lack knowledge on the dynamics of soil and plant microbiomes and their response to changing conditions. This information is essential for the development of microbiome-based solutions to improve crop resilience to stressors associated with climate change. In this work, we explored: (i) the conformation of the bacterial and fungal assemblages of different soil and plant compartments (bulk soil, rhizosphere, roots, leaves and grains) along the crop cycle of maize in an open field trial; and (ii) the effect of water restriction on the maize microbiome, comparing optimal irrigation with a 30% reduction of water supply. Our results show a dynamic compartment-driven recruitment of microorganisms with contrasting patterns for bacteria and fungi that were intensified towards the end of the plant cycle. Roots showed the most differentiated bacterial assemblage while fungi conformed a very distinct community in the leaves, suggesting a relevant contribution of aerial fungal propagules to the microbiome of this plant organ. Regarding the grain, bacterial communities looked closer to those in the leaves, while fungal communities were more like those in the root. Despite the reductions in plant growth and yield, the microbiome of limited-watered plants did not show severe alterations. Still, significant impacts were observed within compartments, being fungi more responsive to limited watering than bacteria, with hallmark fungal ASVs for each compartment and irrigation regime. Network analysis suggests that bacteria and fungi may play different roles in the shifts observed under water limitation. Our study highlights the importance of conducting multikingdom analyses for a holistic understanding of the dynamics and evolution of the microbial assemblages in the whole plant and their roles in plant response to environmental stressors.
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Affiliation(s)
- Sandra Díaz-González
- Centro de Biotecnología y Genómica de Plantas (CBGP), Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA/CSIC) Campus de Montegancedo UPM, Pozuelo de Alarcón, Madrid, 28223, Spain.
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Madrid, 28040, Spain.
- PlantResponse Biotech, S.L. (until 2020) Centro de Empresas, Campus de Montegancedo, Pozuelo de Alarcón, Madrid, 28223, Spain.
| | - Sara González-Bodí
- Centro de Biotecnología y Genómica de Plantas (CBGP), Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA/CSIC) Campus de Montegancedo UPM, Pozuelo de Alarcón, Madrid, 28223, Spain
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Madrid, 28040, Spain
| | - Carlos González-Sanz
- Centro de Biotecnología y Genómica de Plantas (CBGP), Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA/CSIC) Campus de Montegancedo UPM, Pozuelo de Alarcón, Madrid, 28223, Spain
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Madrid, 28040, Spain
| | - Patricia Marín
- PlantResponse Biotech, S.L. (until 2020) Centro de Empresas, Campus de Montegancedo, Pozuelo de Alarcón, Madrid, 28223, Spain
| | - Frédéric Brunner
- PlantResponse Biotech, S.L. (until 2020) Centro de Empresas, Campus de Montegancedo, Pozuelo de Alarcón, Madrid, 28223, Spain
| | - Soledad Sacristán
- Centro de Biotecnología y Genómica de Plantas (CBGP), Universidad Politécnica de Madrid (UPM)-Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA/CSIC) Campus de Montegancedo UPM, Pozuelo de Alarcón, Madrid, 28223, Spain.
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), Madrid, 28040, Spain.
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Pei Q, Jiang X, Li Z, Xu H, Xie M, Xiong T, Liu Z. Study on quality enhancement during cigar tobacco fermentation by Staphylococcus nepalensis: insights into microbial community, volatile substances and sensory evaluation. Front Microbiol 2025; 16:1526178. [PMID: 40008043 PMCID: PMC11850395 DOI: 10.3389/fmicb.2025.1526178] [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: 11/11/2024] [Accepted: 01/27/2025] [Indexed: 02/27/2025] Open
Abstract
Background The fermentation characteristics of cigar tobacco leaves are closely influenced by the bacterial strains present during the process. This study aims to explore the relationship between bacterial communities and flavor, as well as the impact of key bacterial species on the overall quality of cigars. Result The results showed that Staphylococcus nepalensis was the dominant bacteria during the fermentation process. Correlations between bacterial communities and flavor revealed that Staphylococcus nepalensis was positively correlated with carotenoid degradation products, indicating its potential role in promoting flavor formation. Compared to the control groups, those inoculated with Staphylococcus nepalensis showed a significant increase in volatile aroma compounds, particularly megastigmatrienone, and dihydroactinidiolide. Additionally, inoculation with Staphylococcus nepalensis resulted in higher consumption rates of reducing sugars and total nitrogen content. However, nicotine levels were lower in the cigars treated with Staphylococcus nepalensis compared to the controls. The sensory evaluation further revealed that fermentation with Staphylococcus nepalensis notably enhanced the cigars' aroma quality, reduced irritation, and improved both aftertaste and sweetness. Conclusion In summary, the study provides valuable bacteriological resources and a theoretical foundation for optimizing industrial production processes, making it useful for enhancing the quality of cigars in large-scale manufacturing.
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Affiliation(s)
- Qi Pei
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
| | - Xue Jiang
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
| | - Zhengqin Li
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
| | - Hong Xu
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
| | - Mingyong Xie
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
| | - Tao Xiong
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
| | - Zhanggen Liu
- State Key Laboratory of Food Science and Resources, Nanchang, China
- College of Food Science and Technology, Nanchang University, Nanchang, China
- International Institute of Food Innovation International, Nanchang University, Nanchang, China
- International Institute of Food Innovation Co., Ltd., Nanchang University, Nanchang, China
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Tao J, Chen S, Jiang Z, Wang C, Zhang E, Liang H, Xu Y, Cao P, Ding N, Zhang M, He W, Chen Q. Fermentation process of tobacco leaves drives the specific changes of microbial community. BMC Microbiol 2024; 24:534. [PMID: 39716094 DOI: 10.1186/s12866-024-03702-w] [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: 04/25/2024] [Accepted: 12/11/2024] [Indexed: 12/25/2024] Open
Abstract
BACKGROUND The changes of microbial community on tobacco leaves are affected by several factors during fermentation. However, the relative contribution of different factors in determining microbial community is not clear. This study investigated the effects of fermentation time (fermentation for 0, 3, 6, 9 and 12 months), leaf position (middle and top tobacco leaves) and fermentation site (Longyan and Xiamen warehouses) on bacterial community of tobacco leaves using 16 S rDNA sequencing. RESULTS The results demonstrated that fermentation time had a much stronger impact on bacterial diversity, composition, co-occurrence network and functional profiles than leaf position and fermentation site. With the fermentation progressed, the difference of bacterial community between middle and top tobacco leaves was gradually reduced or even disappeared. The bacterial community diversity and network complexity at three, six and nine months of fermentation were significantly lower than those at fermentation initiation. Specific bacterial genera with desired functions were recruited at different fermentation stages, such as Terribacillus, Pantoea and Franconibacter at three or six months of fermentation and Pseudomonas at nine months of fermentation. The recruited microorganisms would form biofilms on tobacco leaves and compete for polysaccharide or protein substances to accelerate the degradation of tobacco macromolecular substances. CONCLUSIONS In conclusion, fermentation time was an important factor in determining the composition and function of microbial community on tobacco leaves during the fermentation process.
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Affiliation(s)
- Jiemeng Tao
- China Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, 450001, China
- Beijing Life Science Academy, Beijing, 102200, China
| | - Shanyi Chen
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China
| | - Zhenkun Jiang
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China
| | - Chen Wang
- China Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, 450001, China
- Beijing Life Science Academy, Beijing, 102200, China
| | - Enren Zhang
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China
| | - Hui Liang
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China
| | - Yalong Xu
- China Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, 450001, China
- Beijing Life Science Academy, Beijing, 102200, China
| | - Peijian Cao
- China Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, 450001, China
- Beijing Life Science Academy, Beijing, 102200, China
| | - Ning Ding
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China
| | - Mingqian Zhang
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China
| | - Wei He
- Technology Center, China Tobacco Fujian Industrial Co., Ltd, Xiamen, 361000, China.
| | - Qiansi Chen
- China Tobacco Gene Research Center, Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, 450001, China.
- Beijing Life Science Academy, Beijing, 102200, China.
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Zhou J, Liu J, Wang D, Ruan Y, Gong S, Gou J, Zou X. Fungal communities are more sensitive to mildew than bacterial communities during tobacco storage processes. Appl Microbiol Biotechnol 2024; 108:88. [PMID: 38194134 DOI: 10.1007/s00253-023-12882-w] [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: 06/22/2023] [Revised: 12/09/2023] [Accepted: 12/14/2023] [Indexed: 01/10/2024]
Abstract
Mildew poses a significant threat to tobacco production; however, there is limited information on the structure of the abundant and rare microbial subcommunities in moldy tobacco leaves. In this study, we employed high-throughput sequencing technology to discern the disparities in the composition, diversity, and co-occurrence patterns of abundant and rare fungal and bacterial subcommunities between moldy and normal tobacco leaves collected from Guizhou, Shanghai, and Jilin provinces, China. Furthermore, we explored the correlation between microorganisms and metabolites by integrating the metabolic profiles of moldy and normal tobacco leaves. The results showed that the fungi are more sensitive to mildew than bacteria, and that the fungal abundant taxa exhibit greater resistance and environmental adaptability than the rare taxa. The loss of rare taxa results in irreversible changes in the diversity, richness, and composition of the fungal community. Moreover, rare fungal taxa and abundant bacterial taxa played crucial roles in maintaining the stability and functionality of the tobacco microecosystem. In moldy tobacco, however, the disappearance of rare taxa as key nodes resulted in reduced connectivity and stability within the fungal network. In addition, metabolomic analysis showed that the contents of indoles, pyridines, polyketones, phenols, and peptides were significantly enriched in the moldy tobacco leaves, while the contents of amino acids, carbohydrates, lipids, and other compounds were significantly reduced in these leaves. Most metabolites showed negative correlations with Dothideomycetes, Alphaproteobacteria, and Gammaproteobacteria, but showed positive correlations with Eurotiales and Bacilli. This study has demonstrated that abundant fungal taxa are the predominant biological agents responsible for tobacco mildew, while bacteria may indirectly contribute to this process through the production and degradation of metabolites. KEY POINTS: • Fungi exhibited greater sensitivity to mildew of tobacco leaf compared to bacteria • Rare fungal taxa underwent significant damage during the mildew process • Mildew may damage the defense system of the tobacco leaf microecosystem.
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Affiliation(s)
- Jiaxi Zhou
- Department of Ecology / Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China
- Postdoctoral Research Workstation of China Tobacco Guizhou Industrial Co. Ltd, Guiyang, China
- China Tobacco Guizhou Industrial Co. Ltd, Guiyang, China
| | - Jing Liu
- Guizhou Tobacco Company Zunyi Branch, Zunyi, China
| | - Dongfei Wang
- China Tobacco Guizhou Industrial Co. Ltd, Guiyang, China
| | - Yibin Ruan
- China Tobacco Guizhou Industrial Co. Ltd, Guiyang, China
| | - Shuang Gong
- China Tobacco Guizhou Industrial Co. Ltd, Guiyang, China
| | - Jianyu Gou
- Guizhou Tobacco Company Zunyi Branch, Zunyi, China
| | - Xiao Zou
- Department of Ecology / Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China.
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Yang Y, Pan G, Guo J, Miao C, Xu Q, Zhang Y, Yang M, Xue C, Hu L, Hu Z. The effect of flue-curing and redrying on the diversity of fungal communities in tobacco leaves. BMC Microbiol 2024; 24:494. [PMID: 39580418 PMCID: PMC11585231 DOI: 10.1186/s12866-024-03635-4] [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: 04/20/2023] [Accepted: 11/06/2024] [Indexed: 11/25/2024] Open
Abstract
Flue-curing and redrying are important processing stages before tobacco fermentation, closely linked to microbial actions that influence the fermentation process. It is necessary to investigate the effects of flue-curing and redrying on diversity and succession of tobacco fungal communities. It was shown that a total of 9 phyla, 33 classes, 94 orders, 266 families, 646 genera, and 6,396 amplicon sequence variants (ASVs) were identified in the fungi communities of 36 samples from different processing stages (before flue-curing, after flue-curing, before redrying and after redrying) based on high-throughput sequencing technology. Dominant genera shared by tobacco leaves at different stages were Alternaria and Sampaiozyma. About 80% of fungi in stored tobacco leaves after redrying originated from fresh tobacco leaves before flue-curing, while the rest were primarily enriched in the post-harvest processing environment. After flue-curing, major molds like Aspergillus and Penicillium were notably enriched. The distribution of fungal communities suggested that the flue-curing and redrying had a significant impact on fungal composition. Functional annotation of fungal communities at the guild level exhibited differences during processing stages. Main fungal functional groups were identified. In summary, our study elucidated dynamic changes in the composition of fungal communities and highlighted key stages in mold enrichment during tobacco leaf processing, laying groundwork for mildew prevention and control during tobacco leaf fermentation.
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Affiliation(s)
- Yue Yang
- China Tobacco Jiangsu Industrial Co., Ltd, Nanjing, Jiangsu, 210000, China
| | - Gaowei Pan
- China Tobacco Jiangsu Industrial Co., Ltd, Nanjing, Jiangsu, 210000, China
| | - Jianhua Guo
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, Henan, Henan, 450001, China
| | - Chenlin Miao
- China Tobacco Jiangsu Industrial Co., Ltd, Nanjing, Jiangsu, 210000, China
| | - Qiang Xu
- China Tobacco Jiangsu Industrial Co., Ltd, Nanjing, Jiangsu, 210000, China
| | - Yifan Zhang
- China Tobacco Jiangsu Industrial Co., Ltd, Nanjing, Jiangsu, 210000, China
| | - Mengmeng Yang
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, Henan, Henan, 450001, China
| | - Chaoqun Xue
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, Henan, Henan, 450001, China
| | - Liwei Hu
- Zhengzhou Tobacco Research Institute of CNTC, Zhengzhou, Henan, Henan, 450001, China.
| | - Zongyu Hu
- China Tobacco Jiangsu Industrial Co., Ltd, Nanjing, Jiangsu, 210000, China.
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Sajid M, Sharma U, Srivastava S, Yadav RK, Bharadwaj M. Microbial community and functions involved in smokeless tobacco product: a metagenomic approach. Appl Microbiol Biotechnol 2024; 108:395. [PMID: 38918238 PMCID: PMC11199310 DOI: 10.1007/s00253-024-13156-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 04/14/2024] [Accepted: 04/19/2024] [Indexed: 06/27/2024]
Abstract
Smokeless tobacco products (STPs) are attributed to oral cancer and oral pathologies in their users. STP-associated cancer induction is driven by carcinogenic compounds including tobacco-specific nitrosamines (TSNAs). The TSNAs synthesis could enhanced due to the metabolic activity (nitrate metabolism) of the microbial populations residing in STPs, but identifying microbial functions linked to the TSNAs synthesis remains unexplored. Here, we rendered the first report of shotgun metagenomic sequencing to comprehensively determine the genes of all microorganisms residing in the Indian STPs belonging to two commercial (Moist-snuff and Qiwam) and three loose (Mainpuri Kapoori, Dohra, and Gudakhu) STPs, specifically consumed in India. Further, the level of nicotine, TSNAs, mycotoxins, and toxic metals were determined to relate their presence with microbial activity. The microbial population majorly belongs to bacteria with three dominant phyla including Actinobacteria, Proteobacteria, and Firmicutes. Furthermore, the STP-linked microbiome displayed several functional genes associated with nitrogen metabolism and antibiotic resistance. The chemical analysis revealed that the Mainpuri Kapoori product contained a high concentration of ochratoxins-A whereas TSNAs and Zink (Zn) quantities were high in the Moist-snuff, Mainpuri Kapoori, and Gudakhu products. Hence, our observations will help in attributing the functional potential of STP-associated microbiome and in the implementation of cessation strategies against STPs. KEY POINTS: •Smokeless tobacco contains microbes that can assist TSNA synthesis. •Antibiotic resistance genes present in smokeless tobacco-associated bacteria. •Pathogens in STPs can cause infections in smokeless tobacco users.
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Affiliation(s)
- Mohammad Sajid
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Upma Sharma
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Sonal Srivastava
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Ravi Kumar Yadav
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Mausumi Bharadwaj
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, India.
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Zhang M, Guo D, Wang H, Wu G, Shi Y, Zhou J, Zhao E, Zheng T, Li X. Analyzing microbial community and volatile compound profiles in the fermentation of cigar tobacco leaves. Appl Microbiol Biotechnol 2024; 108:243. [PMID: 38421433 PMCID: PMC10904427 DOI: 10.1007/s00253-024-13043-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/21/2023] [Accepted: 01/28/2024] [Indexed: 03/02/2024]
Abstract
Variations in industrial fermentation techniques have a significant impact on the fermentation of cigar tobacco leaves (CTLs), consequently influencing the aromatic attributes of the resulting cigars. The entire fermentation process of CTLs can be categorized into three distinct phases: phase 1 (CTLs prior to moisture regain), phase 2 (CTLs post-moisture regain and pile fermentation), and phase 3 (CTLs after fermentation and drying). These phases were determined based on the dynamic changes in microbial community diversity. During phase 2, there was a rapid increase in moisture and total acid content, which facilitated the proliferation of Aerococcus, a bacterial genus capable of utilizing reducing sugars, malic acid, and citric acid present in tobacco leaves. In contrast, fungal microorganisms exhibited a relatively stable response to changes in moisture and total acid, with Aspergillus, Alternaria, and Cladosporium being the dominant fungal groups throughout the fermentation stages. Bacterial genera were found to be more closely associated with variations in volatile compounds during fermentation compared to fungal microorganisms. This association ultimately resulted in higher levels of aroma components in CTLs, thereby improving the overall quality of the cigars. These findings reinforce the significance of industrial fermentation in shaping CTL quality and provide valuable insights for future efforts in the artificial regulation of secondary fermentation in CTLs. KEY POINTS: • Industrial fermentation processes impact CTLs microbial communities. • Moisture and total acid content influence microbial community succession in fermentation. • Bacterial microorganisms strongly influence CTLs' aldehyde and ketone flavors over fungi.
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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, 230601, Anhui, China
| | - Dongfeng Guo
- Anhui China Tobacco Anhui Industry Co., Ltd., Huangshan Road 606#, Hefei, 230088, Anhui, China.
| | - Haiqing Wang
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei, 230601, Anhui, China
| | - Guanglong Wu
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei, 230601, Anhui, China
| | - Yaqi Shi
- Anhui China Tobacco Anhui Industry Co., Ltd., Huangshan Road 606#, Hefei, 230088, Anhui, China
| | - Jinlong Zhou
- Anhui China Tobacco Anhui Industry Co., Ltd., Huangshan Road 606#, Hefei, 230088, Anhui, China
| | - Eryong Zhao
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei, 230601, Anhui, China
| | - Tianfei Zheng
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei, 230601, Anhui, China
- Anhui China Tobacco Anhui Industry Co., Ltd., Huangshan Road 606#, Hefei, 230088, Anhui, China
| | - Xingjiang Li
- Key Laboratory for Agricultural Products Processing, School of Food and Biological Engineering, Hefei University of Technology, Danxia Road 485#, Hefei, 230601, Anhui, China.
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8
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Rangel LI, Leveau JHJ. Applied microbiology of the phyllosphere. Appl Microbiol Biotechnol 2024; 108:211. [PMID: 38358509 PMCID: PMC10869387 DOI: 10.1007/s00253-024-13042-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/24/2024] [Accepted: 01/29/2024] [Indexed: 02/16/2024]
Abstract
The phyllosphere, or plant leaf surface, represents a microbial ecosystem of considerable size, holding extraordinary biodiversity and enormous potential for the discovery of new products, tools, and applications in biotechnology, agriculture, medicine, and elsewhere. This mini-review highlights the applied microbiology of the phyllosphere as an original field of study concerning itself with the genes, gene products, natural compounds, and traits that underlie phyllosphere-specific adaptations and services that have commercial and economic value for current or future innovation. Examples include plant-growth-promoting and disease-suppressive phyllobacteria, probiotics and fermented foods that support human health, as well as microbials that remedy foliar contamination with airborne pollutants, residual pesticides, or plastics. Phyllosphere microbes promote plant biomass conversion into compost, renewable energy, animal feed, or fiber. They produce foodstuffs such as thickening agents and sugar substitutes, industrial-grade biosurfactants, novel antibiotics and cancer drugs, as well as enzymes used as food additives or freezing agents. Furthermore, new developments in DNA sequence-based profiling of leaf-associated microbial communities allow for surveillance approaches in the context of food safety and security, for example, to detect enteric human pathogens on leafy greens, predict plant disease outbreaks, and intercept plant pathogens and pests on internationally traded goods. KEY POINTS: • Applied phyllosphere microbiology concerns leaf-specific adaptations for economic value • Phyllobioprospecting searches the phyllosphere microbiome for product development • Phyllobiomonitoring tracks phyllosphere microbial profiles for early risk detection.
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Affiliation(s)
- Lorena I Rangel
- Cell & Molecular Sciences, The James Hutton Institute, Dundee, Scotland, UK.
- Department of Plant Pathology, University of California, Davis, CA, USA.
| | - Johan H J Leveau
- Department of Plant Pathology, University of California, Davis, CA, USA.
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Ma L, Wang Y, Wang X, Lü X. Solid-State Fermentation Improves Tobacco Leaves Quality via the Screened Bacillus subtilis of Simultaneously Degrading Starch and Protein Ability. Appl Biochem Biotechnol 2024; 196:506-521. [PMID: 37148443 DOI: 10.1007/s12010-023-04486-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/11/2023] [Indexed: 05/08/2023]
Abstract
The process of tobacco aging plays a significant role in enhancing the smoking experience by improving the flavor and quality of tobacco leaves. During natural aging, the metabolic activity of the microbes on the surface of tobacco leaves will be greatly changed. Besides, starch and protein are two of the main macromolecular compounds causing the poor smoking quality of tobacco leaves which to be degraded for better tobacco quality. In this study, a bacterium with the simultaneously degrading ability of starch (degradation rate of 33.87%) and protein (degradation rate of 20%) has been screened out from high-class tobacco leaf and then inoculated into low-class tobacco leaf by solid-state fermentation for quality improvement. The changes in components related to carbon and nitrogen showed that the strain had an obvious effect on the quality improvement of tobacco leaves. After that, GC-MS analyses displayed the volatile flavor compounds which become rich and the flavor has been improved. It has been proved that inoculation solid-state fermentation by dominant strain could improve tobacco quality, as well as instead of the traditional natural aging process which greatly shortens the aging process. The work also offers a helpful strategy for solid-state products for deep fermentation.
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Affiliation(s)
- Lingling Ma
- Laboratory of Bioresources, College of Food Science and Engineering, Northwest A&F University, Shaanxi Province, 712100, Yangling, China
- Science Center for Future Foods, Jiangnan University, 1800 Lihu Road, Wuxi, Jiangsu Province, 214122, China
| | - Ying Wang
- Laboratory of Bioresources, College of Food Science and Engineering, Northwest A&F University, Shaanxi Province, 712100, Yangling, China
- Technology Center, China Tobacco Shaanxi Industrial Co., Ltd., Baoji, 721013, Shaanxi Province, China
| | - Xin Wang
- Laboratory of Bioresources, College of Food Science and Engineering, Northwest A&F University, Shaanxi Province, 712100, Yangling, China
| | - Xin Lü
- Laboratory of Bioresources, College of Food Science and Engineering, Northwest A&F University, Shaanxi Province, 712100, Yangling, China.
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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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11
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Yao L, Ding J, Zhang T, Jia Y, Dai J, Zheng X, Yu J, Yang C, Chen X. Heterogeneity changes of active bacterial community on cigar filler leaves after fermentation based on metagenome. Biosci Biotechnol Biochem 2023; 87:1056-1067. [PMID: 37279907 DOI: 10.1093/bbb/zbad071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 05/16/2023] [Indexed: 06/08/2023]
Abstract
Microorganisms play an important role in cigar fermentation. To further explore the dynamic changes of bacterial community composition, the changes of surface bacterial diversity of cigar filler leaves were investigated in the present study by high-throughput sequencing technology. It was found that the surface bacterial richness was declined after fermentation, and the dominant microorganisms on the surface of cigar filler leaves evolved from Pseudomonas spp. and Sphingomonas spp. before fermentation to Staphylococcus spp. after fermentation. The chemical composition and sensory quality evaluation of cigar filler leaves were closely related to the changes of surface bacterial community. The changes of the dominant surface bacterial community led to the differences of metabolic functions, among which the metabolic pathways such as the synthesis of secondary metabolites, carbon metabolism, and amino acid biosynthesis were significantly different. The results provide a basis for clarifying the roles of bacteria in fermentation of cigar filler leaves.
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Affiliation(s)
- Lan Yao
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
| | - Jingyi Ding
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
| | - Tongtong Zhang
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
| | - Youpiao Jia
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
| | - Jun Dai
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
| | - Xueyun Zheng
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
| | - Jun Yu
- Tobacco Research Institute of Hubei Province, Wuhan, China
| | - Chunlei Yang
- Tobacco Research Institute of Hubei Province, Wuhan, China
| | - Xiong Chen
- Key Laboratory of Fermentation Engineering (Ministry of Education), Cooperative Innovation Center of Industrial Fermentation (Ministry of Education & Hubei Province), College of Bioengineering, Hubei University of Technology, 28th of Nanli Road, Wuhan, China
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12
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Wu Q, Peng Z, Pan Y, Liu L, Li L, Zhang J, Wang J. Interaction analysis of tobacco leaf microbial community structure and volatiles flavor compounds during cigar stacking fermentation. Front Microbiol 2023; 14:1168122. [PMID: 37637131 PMCID: PMC10457113 DOI: 10.3389/fmicb.2023.1168122] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 07/26/2023] [Indexed: 08/29/2023] Open
Abstract
Introduction Cigar stacking fermentation is a key step in tobacco aroma enhancement and miscellaneous gas reduction, which both have a great influence on increasing cigar flavor and improving industrial availability. Methods To analyze the effect of cigar tobacco leaf (CTLs) microbial community on volatiles flavor compounds (VFCs), this study used multi-omics technology to reveal the changes in microbial community structure and VFCs of different cigar varieties during stacking fermentation, in addition to exploring the interaction mechanism of microbiome and VFCs. Results The results showed that the dominant microbial compositions of different CTL varieties during stacking fermentation were similar, which included Staphylococcus, Corynebacterium 1, Aerococcus, and Aspergillus. These dominant microbes mainly affected the microbial community structure and characteristic microorganisms of CTLs through microbial interactions, thereby influencing the transformation of VFCs. Characteristic microorganisms of different CTLs varieties such as Trichothecium, Trichosporon, Thioalkalicoccus and Jeotgalicoccus, were found to positively correlate with characteristic VFCs like megastigmatrienone 4, pyrazine, tetramethyl-, geranyl acetone, and 2-undecanone, 6,10-dimethyl-, respectively. This in turn affected the aroma and sensory quality of the CTLs. Discussion This study provides theoretical support for the analysis of the mechanism of microorganisms on VFCs and aroma, and development of microbial agents during cigar stacking fermentation.
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Affiliation(s)
- Qiaoyin Wu
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- School of Biotechnology, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Zheng Peng
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Yong Pan
- China Tobacco Hubei Industrial Co., Ltd, Wuhan, China
| | - Liping Liu
- China Tobacco Hubei Industrial Co., Ltd, Wuhan, China
| | - Linlin Li
- China Tobacco Hubei Industrial Co., Ltd, Wuhan, China
| | - Juan Zhang
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi, China
- School of Biotechnology, Jiangnan University, Wuxi, China
- Science Center for Future Foods, Jiangnan University, Wuxi, China
| | - Jian Wang
- China Tobacco Hubei Industrial Co., Ltd, Wuhan, China
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Shu M, Yang Y, Pan F, Bian T, Li Q, Liao F, He W, Li S, Xu J, Hu T, Qiao P, Zhong W. Effects of the multi-stress-resistant strain Zygosaccharomyces parabailii MC-5K3 bioaugmentation on microbial communities and metabolomics in tobacco waste extract. Arch Microbiol 2023; 205:299. [PMID: 37525014 DOI: 10.1007/s00203-023-03628-3] [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: 05/15/2023] [Revised: 06/25/2023] [Accepted: 07/09/2023] [Indexed: 08/02/2023]
Abstract
Industrial tobacco waste was mainly treated via a reconstituted tobacco process using the paper-making method, which involves aqueous concentrated tobacco waste extract (cTWE) fermentation (aging). The fermentation was done to improve the quality of reconstituted tobacco. However, cTWE is a multi-stress environment that is characterized by low pH (about 4), as well as high sugar (above 150 g/L) and nicotine (above 15 g/L) content. In this study, a specific selection strategy was used to successfully isolate multi-stress-resistant bacterial or fungal strains, that exhibited positive effects on cTWE fermentation, thereby improving the quality of final products. A potential strain Zygosaccharomyces parabailii MC-5K3 was used for the bioaugmentation of cTWE fermentation and it significantly influenced the microbial diversity of the fermented cTWE. Zygosaccharomyces was observed to be the only dominant fungal genus instead of some pathogenic bacterial genera, with an abundance of over 95% after four days, and still more than 80% after a week. Meanwhile, metabolomics profiling showed significant concentration decrease with regard to some flavor-improving relative metabolites, such as 3-hydroxybenzoic acid (log2FC = - 5.25) and sorbitol (log2FC = - 5.54). This finding is extrapolated to be the key influence factor on the quality of the fermented cTWE. The correlation analysis also showed that the alterations in microbial diversity in the fermented cTWE led to some important differential metabolite changes, which finally improved various properties of tobacco products.
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Affiliation(s)
- Ming Shu
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Yang Yang
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Fanda Pan
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Tengfei Bian
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Qi Li
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Fu Liao
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Wenmiao He
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Shitou Li
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China
| | - Jian Xu
- China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, 310024, Zhejiang, People's Republic of China.
| | - Tong Hu
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310032, Zhejiang, People's Republic of China
| | - Pei Qiao
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310032, Zhejiang, People's Republic of China
| | - Weihong Zhong
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310032, Zhejiang, People's Republic of China.
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14
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Xue F, Yang J, Luo C, Li D, Shi G, Song G, Li Y. Metagenomic insight into the biodegradation of biomass and alkaloids in the aging process of cigar. BIORESOUR BIOPROCESS 2023; 10:45. [PMID: 38647787 PMCID: PMC10992288 DOI: 10.1186/s40643-023-00667-y] [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: 05/05/2023] [Accepted: 07/16/2023] [Indexed: 04/25/2024] Open
Abstract
A significant distinction between cigar production and tobacco lies in the necessary aging process, where intricate microbial growth, metabolic activities, enzymatic catalysis, and chemical reactions interact. Despite its crucial role in determining the final quality of cigars, our comprehension of the underlying chemical and biological mechanisms within this process remains insufficient. Biomass and alkaloids are the primary constituents that influence the flavor of cigars. Consequently, investigating the entire aging process could begin by exploring the involvement of microbes and enzymes in their biodegradation. In this study, handmade cigars were aged under different conditions. Metagenomic sequencing was employed to identify the microbes and enzymes responsible for the degradation of biomass and alkaloids derived from tobacco leaves. The results revealed that various environmental factors, including temperature, humidity, duration time, and turning frequency, yielded varying contents of total sugar and alkaloids in the cigars. Significant correlations were observed between microbial communities and starch, reducing sugars, total sugars, and alkaloids. Key species involved in the breakdown of biomass constituents, such as starch (Bacillus pumilus, Pseudomonas sp. 286, and Aspergillus cristatus), reducing sugars and total sugars (Aspergillus cristatus and Nitrolancea hollandica), were identified. Furthermore, Corynespora cassiicola and Pseudomonas fulva were found to potentially contribute to the degradation of alkaloid compounds, specifically nornicotine and neonicotinoid. Our work contributes to a deeper understanding of the microbial roles in the aging of cigars. Moreover, the selection of specific microbial strains or starter cultures can be employed to control and manipulate the aging process, thereby further refining the flavor development in cigar products.
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Affiliation(s)
- Fang Xue
- Key Laboratory of Chinese Cigar Fermentation, Cigar Technology Innovation Center of China Tobacco, China Tobacco Sichuan Industrial Co., Ltd, Chengdu, 610000, China
| | - Juan Yang
- National Engineering Research Center for Cereal Fermentation and Food Biomanufacturing, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, Jiangsu, People's Republic of China
- Jiangsu Provincial Engineering Research Center for Bioactive Product Processing, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, Jiangsu, People's Republic of China
| | - Cheng Luo
- Key Laboratory of Chinese Cigar Fermentation, Cigar Technology Innovation Center of China Tobacco, China Tobacco Sichuan Industrial Co., Ltd, Chengdu, 610000, China
| | - Dongliang Li
- Key Laboratory of Chinese Cigar Fermentation, Cigar Technology Innovation Center of China Tobacco, China Tobacco Sichuan Industrial Co., Ltd, Chengdu, 610000, China
| | - Guiyang Shi
- National Engineering Research Center for Cereal Fermentation and Food Biomanufacturing, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, Jiangsu, People's Republic of China
- Jiangsu Provincial Engineering Research Center for Bioactive Product Processing, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, Jiangsu, People's Republic of China
| | - Guangfu Song
- Key Laboratory of Chinese Cigar Fermentation, Cigar Technology Innovation Center of China Tobacco, China Tobacco Sichuan Industrial Co., Ltd, Chengdu, 610000, China
| | - Youran Li
- National Engineering Research Center for Cereal Fermentation and Food Biomanufacturing, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, Jiangsu, People's Republic of China.
- Jiangsu Provincial Engineering Research Center for Bioactive Product Processing, Jiangnan University, 1800 Lihu Avenue, Wuxi, 214122, Jiangsu, People's Republic of China.
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15
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Sajid M, Srivastava S, Yadav RK, Joshi L, Bharadwaj M. Fungal Community Composition and Function Associated with Loose Smokeless Tobacco Products. Curr Microbiol 2023; 80:131. [PMID: 36894760 DOI: 10.1007/s00284-023-03237-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 02/20/2023] [Indexed: 03/11/2023]
Abstract
Smokeless tobacco products (STPs) contain several microbial communities which are responsible for the formation of carcinogens, like tobacco-specific nitrosamine (TSNAs). A majority of STPs are sold in loose/unpackaged form which can be loaded with a diverse microbial population. Here, the fungal population and mycotoxins level of three popular Indian loose STPs, Dohra, Mainpuri Kapoori (MK), and loose leaf-chewing tobacco (LCT) was examined using metagenomic sequencing of ITS1 DNA segment of the fungal genome and LC-MS/MS, respectively. We observed that Ascomycota was the most abundant phylum and Sterigmatomyces and Pichia were the predominant fungal genera in loose STPs. MK displayed the highest α-diversity being enriched with pathogenic fungi Apiotrichum, Aspergillus, Candida, Fusarium, Trichosporon, and Wallemia. Further, FUNGuild analysis revealed an abundance of saprotrophs in MK, while pathogen-saprotroph-symbiotroph were abundant in Dohra and LCT. The level of a fungal toxin (ochratoxins A) was high in the MK product. This study caution that loose STPs harbor various harmful fungi that can infect their users and deliver fungal toxins or disrupt the oral microbiome of SLT users which can contribute to several oral pathologies.
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Affiliation(s)
- Mohammad Sajid
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Sonal Srivastava
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Ravi K Yadav
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Lata Joshi
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Mausumi Bharadwaj
- Division of Molecular Genetics and Biochemistry, Molecular Biology Group, ICMR-National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India.
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16
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Liu T, Guo S, Wu C, Zhang R, Zhong Q, Shi H, Zhou R, Qin Y, Jin Y. Phyllosphere microbial community of cigar tobacco and its corresponding metabolites. Front Microbiol 2022; 13:1025881. [PMID: 36439836 PMCID: PMC9691965 DOI: 10.3389/fmicb.2022.1025881] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 10/17/2022] [Indexed: 08/29/2023] Open
Abstract
Cigar is made of a typical fermented tobacco where the microbiota inhabits within an alkaline environment. Our current understanding on cigar fermentation is far from thorough. This work employed both high-throughput sequencing and chromatography-mass spectrometric technologies to provide new scientific reference for this specific fermented system. Typical cigar samples from different regions (the Caribbeans, South America, East Asia, and Southeast Asia) were investigated. The results show that Firmicutes, Actinobacteria, Proteobacteria, Ascomycota, and Basidiomycota were the predominant phyla in the cigar samples. Rather than the fungal community, it was the bacterial community structures that played vital roles to differentiate the cigar from different regions: Staphylococcus was the dominant genus in the Americas; Bacillus was the dominant genus in Southeast Asia; while in East Asia, there was no dominant genus. Such differences in community structure then affected the microflora metabolism. The correlation between microbiota and metabolites revealed that Aspergillaceae, Cercospora, and Staphylococcus were significantly correlated with sclareolide; Bacillus were positively associated with isophorone. Alcaligenaceae was significantly and positively correlated with L-nicotine and hexadecanoic acid, methyl ester. GRAPHICAL ABSTRACT.
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Affiliation(s)
- Tiantian Liu
- College of Biomass Science and Engineering, Sichuan University, Chengdu, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, China
| | - Shiping Guo
- R&D Department, Sichuan Provincial Branch of China National Tobacco Crop Tobacco Science Institute, Chengdu, China
| | - Chongde Wu
- College of Biomass Science and Engineering, Sichuan University, Chengdu, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, China
| | - Ruina Zhang
- R&D Department, Deyang Tobacco Company of Sichuan Province, Sichuan, Deyang, China
| | - Qiu Zhong
- R&D Department, Deyang Tobacco Company of Sichuan Province, Sichuan, Deyang, China
| | - Hongzhi Shi
- College of Tobacco Science, Henan Agricultural University, Zhengzhou, China
| | - Rongqing Zhou
- College of Biomass Science and Engineering, Sichuan University, Chengdu, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, China
| | - Yanqing Qin
- R&D Department, Sichuan Provincial Branch of China National Tobacco Crop Tobacco Science Institute, Chengdu, China
| | - Yao Jin
- College of Biomass Science and Engineering, Sichuan University, Chengdu, China
- Key Laboratory of Leather Chemistry and Engineering, Ministry of Education, Sichuan University, Chengdu, China
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17
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Kaushal M, Kolombia Y, Alakonya AE, Kuate AF, Ortega-Beltran A, Amah D, Masso C. Subterranean Microbiome Affiliations of Plantain (Musa spp.) Under Diverse Agroecologies of Western and Central Africa. MICROBIAL ECOLOGY 2022; 84:580-593. [PMID: 34585290 PMCID: PMC9436888 DOI: 10.1007/s00248-021-01873-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 09/13/2021] [Indexed: 06/13/2023]
Abstract
Plantain (Musa spp.) is a staple food crop and an important source of income for millions of smallholder farmers in sub-Saharan Africa (SSA). However, there is a paucity of knowledge on soil microbial diversity in agroecologies where plantains are grown. Microbial diversity that increases plant performance with multi-trophic interactions involving resiliency to environmental constraints is greatly needed. For this purpose, the bacterial and fungal communities of plantain fields in high rainfall forests (HR) and derived savannas (SV) were studied using Illumina MiSeq for 16S rDNA and ITS amplicon deep sequencing. Microbial richness (α- and β-diversity), operational taxonomic units, and Simpson and Shannon-Wiener indexes (observed species (Sobs), Chao, ACE; P < 0.05) suggested that there were significant differences between HR and SV agroecologies among the most abundant bacterial communities, and some specific dynamic response observed from fungal communities. Proteobacteria formed the predominant bacterial phylum (43.7%) succeeded by Firmicutes (24.7%), and Bacteroidetes (17.6%). Ascomycota, Basidiomycota, and Zygomycota were the three most dominant fungal phyla in both agroecologies. The results also revealed an immense array of beneficial microbes in the roots and rhizosphere of plantain, including Acinetobacter, Bacillus, and Pseudomonas spp. COG and KEGG Orthology database depicted significant variations in the functional attributes of microbes found in the rhizosphere to roots. This result indicates that the different agroecologies and host habitats differentially support the dynamic microbial profile and that helps in altering the structure in the rhizosphere zone for the sake of promoting synergistic host-microbe interactions particularly under resource-poor conditions of SSA.
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Affiliation(s)
- Manoj Kaushal
- International Institute of Tropical Agriculture (IITA), Mikocheni B, Dar es Salaam, Tanzania.
| | - Yao Kolombia
- International Institute of Tropical Agriculture (IITA), Oyo Road, PMB 5320, Ibadan, 200001, Nigeria
| | - Amos Emitati Alakonya
- International Maize and Wheat Improvement Center (CIMMYT), México-Veracruz, El Batán Km. 45, 56237, Texcoco, Mexico
| | - Apollin Fotso Kuate
- International Institute of Tropical Agriculture (IITA), BP 2008 (Messa), Yaounde, Cameroon
| | - Alejandro Ortega-Beltran
- International Institute of Tropical Agriculture (IITA), Oyo Road, PMB 5320, Ibadan, 200001, Nigeria
| | - Delphine Amah
- International Institute of Tropical Agriculture (IITA), Oyo Road, PMB 5320, Ibadan, 200001, Nigeria
| | - Cargele Masso
- International Institute of Tropical Agriculture (IITA), BP 2008 (Messa), Yaounde, Cameroon
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18
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Zhou J, Cheng Y, Yu L, Zhang J, Zou X. Characteristics of fungal communities and the sources of mold contamination in mildewed tobacco leaves stored under different climatic conditions. Appl Microbiol Biotechnol 2022; 106:131-144. [PMID: 34850278 DOI: 10.1007/s00253-021-11703-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 11/14/2021] [Accepted: 11/15/2021] [Indexed: 01/16/2023]
Abstract
Tobacco mildew is a common postharvest problem caused by fungal growth. It can directly decrease product quality and cause serious economic loss in the tobacco industry. However, the fungal community characteristics of mildewed tobacco leaves and the related influencing factors remain unknown. Here, next-generation sequencing was used to characterize the fungal communities present in mildewed and healthy tobacco leaves stored under three different climatic conditions. Mildewed leaves showed a higher pH and total nitrogen content as well as a lower carbon nitrogen ratio than healthy leaves. Fungal diversity and richness were significantly lower in the mildewed tobacco leaves than in healthy tobacco leaves, with saprophytic fungi such as Xeromyces, Aspergillus, and Wallemia being the dominant molds. Network analysis showed that the complexity, connectivity, and stability of the fungal network were significantly poorer in heavy mildew tobacco leaves than in healthy leaves. NMDS and PERMANOVA analysis showed that the distribution of fungal communities in warehoused tobacco leaves differed significantly across different regions, and temperature and humidity were the key factors affecting these differences. Mildew-causing fungi were significantly enriched in tobacco leaf samples collected in the period between the completion of flue-curing and the start of pre-re-curing. This study demonstrated that mildew is an irreversible process that destroys the balance of the tobacco ecosystem, and that environmental factors play important roles in shaping fungal communities in tobacco leaves.Key points• The diversity and composition of the fungal communities in mildewed tobacco leaves were significantly different from those in healthy tobacco leaves.• Climatic factors may play an important role in shaping fungal communities in tobacco leaves.• Tobacco leaves were most vulnerable to mold contamination between the post-flue-curing and pre-re-curing period.
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Affiliation(s)
- Jiaxi Zhou
- Department of Ecology/Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China
| | - Yu Cheng
- Department of Ecology/Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China
| | - Lifei Yu
- Department of Ecology/Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China
- The Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Collaborative Innovation Center for Mountain Ecology & Agro-Bioengineering (CICMEAB), Guizhou University, Guiyang, China
| | - Jian Zhang
- Department of Ecology/Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China
| | - Xiao Zou
- Department of Ecology/Institute of Fungus Resources, College of Life Sciences, Guizhou University, Guiyang, China.
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Rivera AJ, Tyx RE. Microbiology of the American Smokeless Tobacco. Appl Microbiol Biotechnol 2021; 105:4843-4853. [PMID: 34110473 PMCID: PMC8190171 DOI: 10.1007/s00253-021-11382-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 05/17/2021] [Accepted: 05/28/2021] [Indexed: 12/23/2022]
Abstract
Smokeless tobacco products (STP) contain diverse microbial communities that contribute to the formation of harmful chemical byproducts. This is concerning since 300 million individuals around the globe are users of smokeless tobacco. Significant evidence has shown that microbial metabolic activities mediate the formation of carcinogens during manufacturing. In recent years, studies have revealed a series of additional health impacts that include lesions and inflammation of the oral mucosa and the gastrointestinal tract, as well as alterations of the endogenous microbiota. These findings are due to recent developments in molecular technologies that allowed researchers to better examine the microbial component of these products. This new information illustrates the scale of the STP microbiota and its diversity in the finished product that is sold for consumption. Additionally, the application of metagenomics and metatranscriptomics has provided the tools to look at phylogenies across bacterial, viral, and eukaryotic groups, their functional capacities, and viability. Here we present key examples of tobacco microbiology research that utilizes newer approaches and strategies to define the microbial component of smokeless tobacco products. We also highlight challenges in these approaches, the knowledge gaps being filled, and those gaps that warrant further study. A better understanding of the microbiology of STP brings vast public health benefits. It will provide important information for the product consumer, impact manufacturing practices, and provide support for the development of attainable and more meaningful regulatory goals. KEY POINTS: Newer technologies allowed quicker and more comprehensive identification of microbes in tobacco samples, encapsulating microorganisms difficult or impossible to culture. Current research in smokeless tobacco microbiology is filling knowledge gaps previously unfilled due to the lack of suitable approaches. The microbial ecology of smokeless tobacco presents a clearer picture of diversity and variability not considered before.
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Affiliation(s)
- A J Rivera
- Centers for Disease Control and Prevention, 4770 Buford Highway, NE M.S. S110-03, Atlanta, GA, 30341-3717, USA.
| | - R E Tyx
- Centers for Disease Control and Prevention, 4770 Buford Highway, NE M.S. S110-03, Atlanta, GA, 30341-3717, USA
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