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Wani AK, Qadir F, Elboughdiri N, Rahayu F, Saefudin, Pranowo D, Martasari C, Kosmiatin M, Suhara C, Sudaryono T, Prayogo Y, Yadav KK, Muzammil K, Eltayeb LB, Alreshidi MA, Singh R. Metagenomics and plant-microbe symbioses: Microbial community dynamics, functional roles in carbon sequestration, nitrogen transformation, sulfur and phosphorus mobilization for sustainable soil health. Biotechnol Adv 2025; 82:108580. [PMID: 40246210 DOI: 10.1016/j.biotechadv.2025.108580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 03/19/2025] [Accepted: 04/13/2025] [Indexed: 04/19/2025]
Abstract
Biogeochemical cycles are fundamental processes that regulate the flow of essential elements such as carbon, nitrogen, and phosphorus, sustaining ecosystem productivity and global biogeochemical equilibrium. These cycles are intricately influenced by plant-microbe symbioses, which facilitate nutrient acquisition, organic matter decomposition, and the transformation of soil nutrients. Through mutualistic interactions, plants and microbes co-regulate nutrient availability and promote ecosystem resilience, especially under environmental stress. Metagenomics has emerged as a transformative tool for deciphering the complex microbial communities and functional genes driving these cycles. By enabling the high-throughput sequencing and annotation of microbial genomes, metagenomics provides unparalleled insights into the taxonomic diversity, metabolic potential, and functional pathways underlying microbial contributions to biogeochemical processes. Unlike previous reviews, this work integrates recent advancements in metagenomics with complementary omics approaches to provide a comprehensive perspective on how plant-microbe interactions modulate biogeochemical cycles at molecular, genetic, and ecosystem levels. By highlighting novel microbial processes and potential biotechnological applications, this review aims to guide future research in leveraging plant-microbe symbioses for sustainable agriculture, ecosystem restoration, and climate change mitigation.
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Affiliation(s)
- Atif Khurshid Wani
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, Punjab, India.
| | - Fayzan Qadir
- Department of Civil Engineering, Engineering & Technology, Jamia Millia Islamia-Jamia Nagar, New Delhi 110025, India
| | - Noureddine Elboughdiri
- Chemical Engineering Department, College of Engineering, University of Ha'il, P.O. Box 2440, Ha'il 81441, Saudi Arabia
| | - Farida Rahayu
- Research Center for Genetic Engineering, National Research and Innovation Agency, Bogor 16911, Indonesia
| | - Saefudin
- Research Center for Estate Crop, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Dibyo Pranowo
- Research Center for Estate Crop, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Chaireni Martasari
- Research Center for Horticulture, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Mia Kosmiatin
- Research Center for Horticulture, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Cece Suhara
- Research Center for Estate Crop, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Tri Sudaryono
- Research Center for Horticulture, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Yusmani Prayogo
- Food Crops Research Center, National Research and Innovation Agency, Bogor 16111, Indonesia
| | - Krishna Kumar Yadav
- Department of VLSI Microelectronics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai -602105, Tamil Nadu, India; Environmental and Atmospheric Sciences Research Group, Scientific Research Center, Al-Ayen University, Nasiriyah, Thi-Qar, Iraq
| | - Khursheed Muzammil
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushait, King Khalid University, Abha 62561, Saudi Arabia
| | - Lienda Bashier Eltayeb
- Department of Medical Laboratory Sciences, College of Applied Medical Sciences, Prince Sattam Bin AbdulAziz University- Al-Kharj, 11942 Riyadh, Saudi Arabia
| | - Maha Awjan Alreshidi
- Department of Chemistry, College of Science, University of Ha'il, Ha'il 81441, Saudi Arabia
| | - Reena Singh
- School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar 144411, Punjab, India
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Jiang X, Peng Z, Liu H, Zhang L, Zhang J. Assembly of a lignocellulose-degrading synthetic community from the strong-flavor Daqu by a stepwise method. Food Res Int 2025; 205:115986. [PMID: 40032477 DOI: 10.1016/j.foodres.2025.115986] [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: 08/17/2024] [Revised: 01/28/2025] [Accepted: 02/08/2025] [Indexed: 03/05/2025]
Abstract
The lignocellulose in Daqu plays an important role during the Baijiu fermentation, such as providing energy for microbial metabolism and precursors for flavor compounds. However, due to the complexity of the Daqu microbial community and the fermentation environment, the regulation of lignocellulose degradation efficiency is limited. In such cases, artificial intervention can be achieved through the application of synthetic communities. Here, we studied the structure of the lignocellulose-degrading microbial communities in Daqu. Based on the characteristics of lignocellulose composition, we developed three high-throughput screening methods and used a stepwise assembly approach to construct a synthetic community composed of Bacillus stercori, Bacillus paramycoides, Klebsiella pneumoniae, and Cyberlindnera fabianii. After fermentation, 54.71 % of the bran was degraded and 11 substances were uniquely produced. 4-vinylguaiacol and 2-ethyl-3,5(6)-dimethylpyrazine were considered to be the key aroma compounds of the synthetic community. This synthetic community offers a new approach to control Daqu fermentation.
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Affiliation(s)
- Xinyi Jiang
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China; Science Center for Future Foods, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China
| | - Zheng Peng
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China; Science Center for Future Foods, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China.
| | - Haili Liu
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China
| | - Linpei Zhang
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China
| | - Juan Zhang
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China; Science Center for Future Foods, Jiangnan University, 1800 Lihu Road, Wuxi 214122 China.
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Detain J, Besaury L. Degradation of lignocellulose by different bacterial and fungal co-cultures. CURRENT RESEARCH IN MICROBIAL SCIENCES 2024; 7:100271. [PMID: 39291138 PMCID: PMC11406349 DOI: 10.1016/j.crmicr.2024.100271] [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] [Indexed: 09/19/2024] Open
Abstract
Long seen as non-valorisable waste, agricultural co-products are increasingly used in biorefinery processes. Co-culture appears as new trend for to improve the degradation of lignocellulose and improve the production of bioproducts. The goal of the study was to setup inter-domain co-cultures with high capabilities of lignocellulose degradation using a pluridisciplinary approach combining bioinformatics, enzymology, transcriptomics. Different individual lignocellulolytic strains: Trichoderma reesei QM6a and three bacteria (Streptomyces coelicolor A3(2), Rhizobium sp.XylPr11 and Sphingobacterium prati AraPr2 affiliated from different phyla) were used in that study . Synergic activities have been observed and quantified in co-culture conditions, particularly for xylanases and peroxidases activities. The enzymatic activities for the co-cultures in the most interesting co-culture (T. reesei QM6a/S. coelicolor A3(2)) reached more up to 2 IU/mL and 430 IU/mL respectively for the xylanase and peroxidase. Furthermore, ATR-FTIR analysis showed a real impact of co-culture condition on the substrate compared to the monoculture specially for hemicellulose degradation. Transcriptomics of S. coelicolor A3(2) either in mono or co-culture showed a relative similar pattern profile whatever the condition analysed with a specific overexpression of certain CAZyme genes involved in glycolysis due to the hydrolytic role played by the fungal partner. This work provided the proof of concept for technological feasibility, pertinence and usefulness of interdomain co-culture.
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Affiliation(s)
- Julian Detain
- Université de Reims Champagne Ardennes, INRAE, FARE, UMR A 614, Chaire AFERE, 51097 Reims, France
| | - Ludovic Besaury
- Université de Reims Champagne Ardennes, INRAE, FARE, UMR A 614, Chaire AFERE, 51097 Reims, France
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Bohm K, Taylor W, Gyawali P, Pattis I, Gutiérrez Ginés MJ. Black soldier fly-based bioconversion of biosolids: Microbial community dynamics and fate of antibiotic resistance genes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 930:172823. [PMID: 38679091 DOI: 10.1016/j.scitotenv.2024.172823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/07/2024] [Accepted: 04/25/2024] [Indexed: 05/01/2024]
Abstract
Biosolids as by-products of wastewater treatment can contain a large spectrum of pathogens and antibiotic resistance genes (ARGs). Insect-based bioconversion using black soldier fly larvae (BSFL) is an emerging technology that has shown to reduce significant amounts of biosolids quickly and produce larvae biomass containing low heavy metal concentrations. However, to the best of our knowledge, this is the first study investigating the transfer of pathogens and ARGs from biosolids into the process' end-products, BSFL and frass. We hypothesized that BSF-based bioconversion can decrease the abundance of pathogenic bacteria and ARGs in biosolids. In this study, we performed BSFL feeding trials with biosolids blended or not blended with wheat bran, and wheat bran alone as a low bioburden diet (control). We conducted 16S rRNA amplicon sequencing to monitor changes of the BSFL-associated microbial community and the fate of biosolids-associated pathogens. A diverse set of ARGs (ermB, intl1, sul1, tetA, tetQ, tetW, and blaCTX-M-32) were quantified by qPCR and were linked to changes in substrate- and BSFL-associated microbiomes. BSF-based bioconversion of biosolids-containing substrates led to a significant reduction of the microbial diversity, the abundance of several pathogenic bacteria and the investigated ARGs (< 99 %). Feeding with a high bioburden biosolid diet resulted in a higher microbial diversity, and the accumulation of pathogenic bacteria and ARGs in the BSFL. Results of this study demonstrated that BSF-based bioconversion can be a suitable waste management technology to (1) reduce significant amounts of biosolids and (2) reduce the presence of pathogens and ARGs. However, the resulting larvae biomass would need to undergo further post-treatment to reduce the pathogenic load to allow them as animal feed.
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Affiliation(s)
- Kristin Bohm
- Institute of Environmental Science and Research Ltd., Porirua 5022, New Zealand
| | - Will Taylor
- Institute of Environmental Science and Research Ltd., Christchurch 8041, New Zealand
| | - Pradip Gyawali
- Food Standards Australia New Zealand, Wellington 6011, New Zealand
| | - Isabelle Pattis
- Institute of Environmental Science and Research Ltd., Christchurch 8041, New Zealand
| | - María J Gutiérrez Ginés
- Institute of Environmental Science and Research Ltd., Christchurch 8041, New Zealand; School of Earth and Environment, University of Canterbury, Christchurch 8041, New Zealand.
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Zhang J, Wang Q, Yu H, Lin L, Zhang Z, Song Y. Metagenomic insights into protein degradation mechanisms in natural fermentation of cassava leaves. BIORESOURCE TECHNOLOGY 2024; 396:130433. [PMID: 38342281 DOI: 10.1016/j.biortech.2024.130433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 02/05/2024] [Accepted: 02/06/2024] [Indexed: 02/13/2024]
Abstract
Cassava (Manihot esculenta Crantz) leaves, the primary by-product of cassava processing, constitute a significant protein source, accounting for 18 to 38 percent on a dry weight basis. Despite their nutritional value, a substantial portion of these leaves is often discarded post-harvest, resulting in notable resource waste. This study employs metagenomic technology to investigate the protein degradation mechanism in cassava leaves, aiming to provide a technical reference for value-added of this by-product. Following a 36-hour period of natural fermentation, the protein degradation rate reached 58%, a phenomenon intricately linked to both the microbial community structure and its functional properties. Notably, Lactococcus and Enterobacter, recognized for their abundant protease activity, were predominant. Metagenomically assembled genomes further revealed Lactococcus's substantial role in producing flavors and active compounds, including amino acids and peptides. This study offers novel perspectives to the foodization and high-value utilization of cassava by-products, emphasizing the sustainable exploitation of biomass resources.
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Affiliation(s)
- Jinquan Zhang
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Hainan Province, Haikou 571101, China; College of Horticulture, Hunan Agricultural University, Hunan Province, Changsha 410000, China
| | - Qinfei Wang
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Hainan Province, Haikou 571101, China
| | - Houmei Yu
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Hainan Province, Haikou 571101, China
| | - Liming Lin
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Hainan Province, Haikou 571101, China
| | - Zhenwen Zhang
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Hainan Province, Haikou 571101, China.
| | - Yong Song
- College of Horticulture, Hunan Agricultural University, Hunan Province, Changsha 410000, China.
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Zhu YG, Peng J, Chen C, Xiong C, Li S, Ge A, Wang E, Liesack W. Harnessing biological nitrogen fixation in plant leaves. TRENDS IN PLANT SCIENCE 2023; 28:1391-1405. [PMID: 37270352 DOI: 10.1016/j.tplants.2023.05.009] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 05/11/2023] [Accepted: 05/15/2023] [Indexed: 06/05/2023]
Abstract
The importance of biological nitrogen fixation (BNF) in securing food production for the growing world population with minimal environmental cost has been increasingly acknowledged. Leaf surfaces are one of the biggest microbial habitats on Earth, harboring diverse free-living N2-fixers. These microbes inhabit the epiphytic and endophytic phyllosphere and contribute significantly to plant N supply and growth. Here, we summarize the contribution of phyllosphere-BNF to global N cycling, evaluate the diversity of leaf-associated N2-fixers across plant hosts and ecosystems, illustrate the ecological adaptation of N2-fixers to the phyllosphere, and identify the environmental factors driving BNF. Finally, we discuss potential BNF engineering strategies to improve the nitrogen uptake in plant leaves and thus sustainable food production.
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Affiliation(s)
- Yong-Guan Zhu
- State Key Laboratory of Urban and Regional Ecology, Research Centre for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China.
| | - Jingjing Peng
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, National Academy of Agriculture Green Development, China Agricultural University, Beijing, 100193, China
| | - Cai Chen
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China
| | - Chao Xiong
- College of Urban and Environmental Sciences, Peking University, Beijing, 100871, China
| | - Shule Li
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China
| | - Anhui Ge
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, SIBS, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Ertao Wang
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, SIBS, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Werner Liesack
- Max Planck Institute for Terrestrial Microbiology, Marburg, 35043, Germany
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Hakobyan A, Velte S, Sickel W, Quandt D, Stoll A, Knief C. Tillandsia landbeckii phyllosphere and laimosphere as refugia for bacterial life in a hyperarid desert environment. MICROBIOME 2023; 11:246. [PMID: 37936139 PMCID: PMC10631034 DOI: 10.1186/s40168-023-01684-x] [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: 06/15/2023] [Accepted: 09/28/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND The lack of water is a major constraint for microbial life in hyperarid deserts. Consequently, the abundance and diversity of microorganisms in common habitats such as soil are strongly reduced, and colonization occurs primarily by specifically adapted microorganisms that thrive in particular refugia to escape the harsh conditions that prevail in these deserts. We suggest that plants provide another refugium for microbial life in hyperarid deserts. We studied the bacterial colonization of Tillandsia landbeckii (Bromeliaceae) plants, which occur in the hyperarid regions of the Atacama Desert in Chile, one of the driest and oldest deserts on Earth. RESULTS We detected clear differences between the bacterial communities being plant associated to those of the bare soil surface (PERMANOVA, R2 = 0.187, p = 0.001), indicating that Tillandsia plants host a specific bacterial community, not only dust-deposited cells. Moreover, the bacterial communities in the phyllosphere were distinct from those in the laimosphere, i.e., on buried shoots (R2 = 0.108, p = 0.001), indicating further habitat differentiation within plant individuals. The bacterial taxa detected in the phyllosphere are partly well-known phyllosphere colonizers, but in addition, some rather unusual taxa (subgroup2 Acidobacteriae, Acidiphilum) and insect endosymbionts (Wolbachia, "Candidatus Uzinura") were found. The laimosphere hosted phyllosphere-associated as well as soil-derived taxa. The phyllosphere bacterial communities showed biogeographic patterns across the desert (R2 = 0.331, p = 0.001). These patterns were different and even more pronounced in the laimosphere (R2 = 0.467, p = 0.001), indicating that different factors determine community assembly in the two plant compartments. Furthermore, the phyllosphere microbiota underwent temporal changes (R2 = 0.064, p = 0.001). CONCLUSIONS Our data demonstrate that T. landbeckii plants host specific bacterial communities in the phyllosphere as well as in the laimosphere. Therewith, these plants provide compartment-specific refugia for microbial life in hyperarid desert environments. The bacterial communities show biogeographic patterns and temporal variation, as known from other plant microbiomes, demonstrating environmental responsiveness and suggesting that bacteria inhabit these plants as viable microorganisms. Video Abstract.
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Affiliation(s)
- Anna Hakobyan
- Molecular Biology of the Rhizosphere, Institute for Crop Science and Resource Conservation (INRES), University of Bonn, 53115, Bonn, Germany
| | - Stefanie Velte
- Molecular Biology of the Rhizosphere, Institute for Crop Science and Resource Conservation (INRES), University of Bonn, 53115, Bonn, Germany
| | - Wiebke Sickel
- Molecular Biology of the Rhizosphere, Institute for Crop Science and Resource Conservation (INRES), University of Bonn, 53115, Bonn, Germany
- Institute of Biodiversity, Johann Heinrich Von Thünen Institute, Brunswick, Germany
| | - Dietmar Quandt
- Nees Institute for Biodiversity of Plants, University of Bonn, Bonn, Germany
| | - Alexandra Stoll
- Centro de Estudios Avanzados en Zonas Áridas Ceaza, La Serena, Chile
- Instituto de Investigación Multidisciplinar en Ciencia y Tecnología, Universidad de La Serena, La Serena, Chile
| | - Claudia Knief
- Molecular Biology of the Rhizosphere, Institute for Crop Science and Resource Conservation (INRES), University of Bonn, 53115, Bonn, Germany.
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Coluccia M, Besaury L. Acidobacteria members harbour an abundant and diverse carbohydrate-active enzymes (cazyme) and secreted proteasome repertoire, key factors for potential efficient biomass degradation. Mol Genet Genomics 2023:10.1007/s00438-023-02045-x. [PMID: 37335345 DOI: 10.1007/s00438-023-02045-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 06/05/2023] [Indexed: 06/21/2023]
Abstract
The Acidobacteria phylum is a very abundant group (20-30% of microbial communities in soil ecosystems); however, little is known about these microorganisms and their ability to degrade the biomass and lignocellulose due to the difficulty of culturing them. We, therefore, bioinformatically studied the content of lignocellulolytic enzymes (total and predicted secreted enzymes) and secreted peptidases in an in silico library containing 41 Acidobacteria genomes. The results showed a high abundance and diversity of total and secreted Carbohydrate-Active enzymes (cazyme) families among the Acidobacteria compared to known previous degraders. Indeed, the relative abundance of cazymes in some genomes represented more than 6% of the gene coding proteins with at least 300 cazymes. The same observation was made with the predicted secreted peptidases with several families of secreted peptidases, which represented at least 1.5% of the gene coding proteins in several genomes. These results allowed us to highlight the lignocellulolytic potential of the Acidobacteria phylum in the degradation of lignocellulosic biomass, which could explain its high abundance in the environment.
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Affiliation(s)
- Marion Coluccia
- Université de Reims Champagne Ardenne, INRAE, FARE, UMR A 614, Chaire AFERE, 51097, Reims, France
| | - Ludovic Besaury
- Université de Reims Champagne Ardenne, INRAE, FARE, UMR A 614, Chaire AFERE, 51097, Reims, France.
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Yuan T, Qazi IH, Yang P, Zhang X, Li J, Liu J. Analysis of endophytic bacterial flora of mulberry cultivars susceptible and resistant to bacterial wilt using metagenomic sequencing and culture-dependent approach. World J Microbiol Biotechnol 2023; 39:163. [PMID: 37067654 DOI: 10.1007/s11274-023-03599-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 03/30/2023] [Indexed: 04/18/2023]
Abstract
Endophytes have a wide range of potential in maintaining plant health and sustainable agricultural environmental conditions. In this study, we analysed the diversity of endophytic bacteria in four mulberry cultivars with different resistance capacity against bacterial wilt using metagenomic sequencing and culture-dependent approaches. We further assessed the role of 11 shared genera in the control of bacterial wilt of mulberry. The results of the present study showed that Actinobacteria, Firmicutes, and Proteobacteria were the three dominant phyla in all communities, with the representative genera Acinetobacter and Pseudomonas. The diversity analysis showed that the communities of the highly and moderately resistant varieties were more diverse compared to those of the weakly resistant and susceptible varieties. The control tests of mulberry bacterial wilt showed that Pantoea, Atlantibacter, Stenotrophomonas, and Acinetobacter were effective, with a control rate of over 80%. Microbacterium and Kosakonia were moderately effective, with a control rate between 50 and 80%. At the same time, Escherichia, Lysinibacillus, Pseudomonas, and Rhizobium were found to be less effective, with a control rate of less than 40%. In conclusion, this study provides a reasonable experimental reference data for the control of bacterial wilt of mulberry.
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Affiliation(s)
- Ting Yuan
- College of Animal Science, Regional Sericulture Training Center For Asia-Pacific, South China Agriculture University, Wushan Road, Guangzhou, 510642, Guangdong, China
| | - Izhar Hyder Qazi
- College of Animal Science, Regional Sericulture Training Center For Asia-Pacific, South China Agriculture University, Wushan Road, Guangzhou, 510642, Guangdong, China
- Shaheed Benazir Bhutto University of Veterinary and Animal Sciences, Sakrand, 67210, Pakistan
| | - Peijia Yang
- College of Animal Science, Regional Sericulture Training Center For Asia-Pacific, South China Agriculture University, Wushan Road, Guangzhou, 510642, Guangdong, China
| | - Xueyin Zhang
- College of Animal Science, Regional Sericulture Training Center For Asia-Pacific, South China Agriculture University, Wushan Road, Guangzhou, 510642, Guangdong, China
| | - Jinhao Li
- College of Animal Science, Regional Sericulture Training Center For Asia-Pacific, South China Agriculture University, Wushan Road, Guangzhou, 510642, Guangdong, China
| | - Jiping Liu
- College of Animal Science, Regional Sericulture Training Center For Asia-Pacific, South China Agriculture University, Wushan Road, Guangzhou, 510642, Guangdong, China.
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Gorrasi S, Pasqualetti M, Muñoz-Palazon B, Novello G, Mazzucato A, Campiglia E, Fenice M. Comparison of the Peel-Associated Epiphytic Bacteria of Anthocyanin-Rich "Sun Black" and Wild-Type Tomatoes under Organic and Conventional Farming. Microorganisms 2022; 10:2240. [PMID: 36422310 PMCID: PMC9694333 DOI: 10.3390/microorganisms10112240] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 07/30/2023] Open
Abstract
Tomatoes are among the most consumed vegetables worldwide and represent a source of health-beneficial substances. Our study represents the first investigating the peel-associated epiphytic bacteria of red and purple (anthocyanin-rich) tomatoes subjected to organic and conventional farming systems. Proteobacteria was the dominant phylum (relative abundances 79-91%) in all experimental conditions. Enterobacteriaceae represented a large fraction (39.3-47.5%) of the communities, with Buttiauxella and Atlantibacter as the most represented genera. The core microbiota was composed of 59 operational taxonomic units (OTUs), including the majority of the most abundant ones. The occurrence of the most abundant OTUs differed among the experimental conditions. OTU 1 (Buttiauxella), OTU 2 (Enterobacteriales), and OTU 6 (Bacillales) were higher in red and purple tomatoes grown under organic farming. OTU 5 (Acinetobacter) had the highest abundance in red tomatoes subjected to organic farming. OTU 3 (Atlantibacter) was among the major OTUs in red tomatoes under both farming conditions. OTU 7 (Clavibacter) and OTU 8 (Enterobacteriaceae) had abundances ≥1% only in red tomatoes grown under conventional farming. PCA and clustering analysis highlighted a high similarity between the bacterial communities of red and purple tomatoes grown under organic farming. Furthermore, the bacterial communities of purple tomatoes grown under organic farming showed the lowest diversity and evenness. This work paves the way to understand the role of nutritional superior tomato genotypes, combined with organic farming, to modulate the presence of beneficial/harmful bacteria and supply healthier foods within a sustainable agriculture.
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Affiliation(s)
- Susanna Gorrasi
- Department of Ecological and Biological Sciences (DEB), University of Tuscia, Largo Università snc, 01100 Viterbo, Italy
| | - Marcella Pasqualetti
- Department of Ecological and Biological Sciences (DEB), University of Tuscia, Largo Università snc, 01100 Viterbo, Italy
- Laboratory of Ecology of Marine Fungi, CoNISMa, Department of Ecological and Biological Sciences, University of Tuscia, Largo Università snc, 01100 Viterbo, Italy
| | - Barbara Muñoz-Palazon
- Department of Ecological and Biological Sciences (DEB), University of Tuscia, Largo Università snc, 01100 Viterbo, Italy
- Institute of Water Research, University of Granada, 18071 Granada, Spain
| | - Giorgia Novello
- Department of Science, Technology and Innovation (DISIT), Università del Piemonte Orientale, Viale Teresa Michel, 11, 15121 Alessandria, Italy
| | - Andrea Mazzucato
- Department of Agricultural and Forest Sciences (DAFNE), University of Tuscia, Via San Camillo de Lellis snc, 01100 Viterbo, Italy
| | - Enio Campiglia
- Department of Agricultural and Forest Sciences (DAFNE), University of Tuscia, Via San Camillo de Lellis snc, 01100 Viterbo, Italy
| | - Massimiliano Fenice
- Department of Ecological and Biological Sciences (DEB), University of Tuscia, Largo Università snc, 01100 Viterbo, Italy
- Laboratory of Applied Marine Microbiology, CoNISMa, University of Tuscia, Largo Università snc, 01100 Viterbo, Italy
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