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Hu B, Hu S, You L, Chen Z. Understanding arbuscular mycorrhizal fungi's contribution to hexabromocyclododecane metabolism: Pathways and ecological implications in contaminated environments. JOURNAL OF HAZARDOUS MATERIALS 2025; 488:137396. [PMID: 39893978 DOI: 10.1016/j.jhazmat.2025.137396] [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: 11/07/2024] [Revised: 01/20/2025] [Accepted: 01/24/2025] [Indexed: 02/04/2025]
Abstract
This study investigates the role of arbuscular mycorrhizal fungi (AMF) in the metabolism of hexabromocyclododecane (HBCD) and its ecological effects in contaminated environments. We focused on the symbiotic relationships between Iris pseudacorus L. and AMF (Rhizophagus irregularis) under HBCD exposure. Our results show that HBCD induces oxidative damage, which hinders plant growth. However, AMF significantly enhance the plant's antioxidant defenses, reducing oxidative damage and supporting better growth of I. pseudacorus. HBCD biodegradation patterns showed β- > γ- > α-HBCD, with AMF playing a key role in stabilizing rhizosphere microbial communities, particularly promoting Proteobacteria and potential bacterial degraders like Aeromonas and Trichococcus, which contributed to HBCD removal. Additionally, AMF appear to upregulate genes such as cypD_E, GST, dehH, dehA, dehM, Em3.8.1.2, and ligB, which are involved in debromination and hydroxylation reactions. This research highlights AMF's potential to enhance the phytoremediation of HBCD, providing valuable insights for environmental remediation strategies.
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Affiliation(s)
- Bo Hu
- College of Geography and Environmental Sciences, Zhejiang Normal University, Jinhua 321004, China
| | - Shanshan Hu
- College of Geography and Environmental Sciences, Zhejiang Normal University, Jinhua 321004, China.
| | - Lexing You
- College of Geography and Environmental Sciences, Zhejiang Normal University, Jinhua 321004, China
| | - Zhongbing Chen
- Department of Applied Ecology, Faculty of Environmental Sciences, Czech University of Life Sciences Prague, Kamýcká 129, Praha - Suchdol, Praha 16500, Czech Republic.
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2
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Liu S, Wu J, Cheng Z, Wang H, Jin Z, Zhang X, Zhang D, Xie J. Microbe-mediated stress resistance in plants: the roles played by core and stress-specific microbiota. MICROBIOME 2025; 13:111. [PMID: 40320520 PMCID: PMC12051278 DOI: 10.1186/s40168-025-02103-z] [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] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 03/31/2025] [Indexed: 05/08/2025]
Abstract
BACKGROUND Plants in natural surroundings frequently encounter diverse forms of stress, and microbes are known to play a crucial role in assisting plants to withstand these challenges. However, the mining and utilization of plant-associated stress-resistant microbial sub-communities from the complex microbiome remains largely elusive. RESULTS This study was based on the microbial communities over 13 weeks under four treatments (control, drought, salt, and disease) to define the shared core microbiota and stress-specific microbiota. Through co-occurrence network analysis, the dynamic change networks of microbial communities under the four treatments were constructed, revealing distinct change trajectories corresponding to different treatments. Moreover, by simulating species extinction, the impact of the selective removal of microbes on network robustness was quantitatively assessed. It was found that under varying environmental conditions, core microbiota made significant potential contributions to the maintenance of network stability. Our assessment utilizing null and neutral models indicated that the assembly of stress-specific microbiota was predominantly driven by deterministic processes, whereas the assembly of core microbiota was governed by stochastic processes. We also identified the microbiome features from functional perspectives: the shared microbiota tended to enhance the ability of organisms to withstand multiple types of environmental stresses and stress-specific microbial communities were associated with the diverse mechanisms of mitigating specific stresses. Using a culturomic approach, 781 bacterial strains were isolated, and nine strains were selected to construct different SynComs. These experiments confirmed that communities containing stress-specific microbes effectively assist plants in coping with environmental stresses. CONCLUSIONS Collectively, we not only systematically revealed the dynamics variation patterns of rhizosphere microbiome under various stresses, but also sought constancy from the changes, identified the potential contributions of core microbiota and stress-specific microbiota to plant stress tolerance, and ultimately aimed at the beneficial microbial inoculation strategies for plants. Our research provides novel insights into understanding the microbe-mediated stress resistance process in plants. Video Abstract.
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Grants
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2020132607 Forestry and Grassland Science and Technology Innovation Youth Top Talent Project of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 2022YFD2201600, 2022YFD2200602, 2023YFD2200203 Fundamental Research Funds for the National Key R&D Program of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- 32371906, 32022057 Project of the National Natural Science Foundation of China
- No. B20050 The 111 Project
- No. B20050 The 111 Project
- No. B20050 The 111 Project
- No. B20050 The 111 Project
- No. B20050 The 111 Project
- No. B20050 The 111 Project
- No. B20050 The 111 Project
- Fundamental Research Funds for the National Key R&D Program of China
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Affiliation(s)
- Sijia Liu
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Jiadong Wu
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Zhen Cheng
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Haofei Wang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Zhelun Jin
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Xiang Zhang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Deqiang Zhang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China
| | - Jianbo Xie
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China.
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, People's Republic of China.
- The Tree and Ornamental Plant Breeding and Biotechnology Laboratory of National Forestry and Grassland Administration, Beijing Forestry University, Beijing, China.
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3
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Rog I, Lerner D, Bender SF, van der Heijden MGA. The Increased Environmental Niche of Dual-Mycorrhizal Woody Species. Ecol Lett 2025; 28:e70132. [PMID: 40371533 DOI: 10.1111/ele.70132] [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: 10/22/2024] [Revised: 04/11/2025] [Accepted: 04/14/2025] [Indexed: 05/16/2025]
Abstract
The presence and distribution of mycorrhizal symbionts can influence plant distribution through specific host-mycorrhiza symbiosis interactions. However, generalist hosts also exist, such as dual-mycorrhizal plants that form symbiotic associations with both ectomycorrhizal fungi (EM) and arbuscular mycorrhizal fungi (AM). Little is known about the effect of dual mycorrhization status on the hosts' global distribution and acclimation to specific environments. This study investigates the potential advantage of dual associations of more than 400 woody genera spread at a global scale. We found that dual-host woody species occupy a broader geographical range and environmental niche space compared to those associating exclusively with either AM or EM. We show that the increased geographic range and expanded environmental niche space are independent of the phylogenetic architecture and evolutionary history of the woody genera. Our results highlight the advantage of generalist host-microbe symbioses between woody species and fungi to expand their range, and their potential role in colonising dry climates.
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Affiliation(s)
- Ido Rog
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
- Plant-Soil Interactions Group, Research Division Agroecology and Environment, Agroscope, Zurich, Switzerland
| | - David Lerner
- Department of Plant & Environmental Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - S Franz Bender
- Plant-Soil Interactions Group, Research Division Agroecology and Environment, Agroscope, Zurich, Switzerland
| | - Marcel G A van der Heijden
- Department of Plant and Microbial Biology, University of Zurich, Zurich, Switzerland
- Plant-Soil Interactions Group, Research Division Agroecology and Environment, Agroscope, Zurich, Switzerland
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4
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Gohar D, Põldmaa K, Pent M, Rahimlou S, Cerk K, Ng DY, Hildebrand F, Bahram M. Genomic evidence of symbiotic adaptations in fungus-associated bacteria. iScience 2025; 28:112253. [PMID: 40290873 PMCID: PMC12023794 DOI: 10.1016/j.isci.2025.112253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 07/18/2024] [Accepted: 03/17/2025] [Indexed: 04/30/2025] Open
Abstract
Fungi harbor diverse bacteria that engage in various relationships. While these relationships potentially influence fungal functioning, their underlying genetic mechanisms remain unexplored. Here, we aimed to elucidate the key genomic features of fungus-associated bacteria (FaB) by comparing 163 FaB genomes to 1,048 bacterial genomes from other hosts and habitats. Our analyses revealed several distinctive genomic features of FaB. We found that FaB are enriched in carbohydrate transport/metabolism- and motility-related genes, suggesting an adaptation for utilizing complex fungal carbon sources. They are also enriched in genes targeting fungal biomass, likely reflecting their role in recycling and rebuilding fungal structures. Additionally, FaB associated with plant-mutualistic fungi possess a wider array of carbon-acquisition enzymes specific to fungal and plant substrates compared to those residing with saprotrophic fungi. These unique genomic features highlight FaB' potential as key players in fungal nutrient acquisition and decomposition, ultimately influencing plant-fungal symbiosis and ecosystem functioning.
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Affiliation(s)
- Daniyal Gohar
- Institute of Ecology and Earth Sciences, University of Tartu, J. Liivi St. 2, 50409 Tartu, Estonia
- Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR 97331, USA
| | - Kadri Põldmaa
- Institute of Ecology and Earth Sciences, University of Tartu, J. Liivi St. 2, 50409 Tartu, Estonia
- Natural History Museum and Botanical Garden, University of Tartu, Vanemuise 46, 51003 Tartu, Estonia
| | - Mari Pent
- Institute of Ecology and Earth Sciences, University of Tartu, J. Liivi St. 2, 50409 Tartu, Estonia
| | - Saleh Rahimlou
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Klara Cerk
- Gut Microbes & Health, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ Norfolk, UK
- Earlham Institute, Norwich Research Park, Norwich, NR4 7UZ Norfolk, UK
| | - Duncan Y.K. Ng
- Gut Microbes & Health, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ Norfolk, UK
| | - Falk Hildebrand
- Gut Microbes & Health, Quadram Institute Bioscience, Norwich Research Park, Norwich, NR4 7UQ Norfolk, UK
- Earlham Institute, Norwich Research Park, Norwich, NR4 7UZ Norfolk, UK
| | - Mo Bahram
- Department of Agroecology, Aarhus University, Forsøgsvej 1, 4200 Slagelse, Denmark
- Department of Ecology, Swedish University of Agricultural Sciences, Ulls väg 16, 756 51 Uppsala, Sweden
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5
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Barnes CJ, Bahram M, Nicolaisen M, Gilbert MTP, Vestergård M. Microbiome selection and evolution within wild and domesticated plants. Trends Microbiol 2025; 33:447-458. [PMID: 39701859 DOI: 10.1016/j.tim.2024.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 11/22/2024] [Accepted: 11/25/2024] [Indexed: 12/21/2024]
Abstract
Microbes are ubiquitously found across plant surfaces and even within their cells, forming the plant microbiome. Many of these microbes contribute to the functioning of the host and consequently affect its fitness. Therefore, in many contexts, including microbiome effects enables a better understanding of the phenotype of the plant rather than considering the genome alone. Changes in the microbiome composition are also associated with changes in the functioning of the host, and there has been considerable focus on how environmental variables regulate plant microbiomes. More recently, studies suggest that the host genome also preconditions the microbiome to the environment of the plant, and the microbiome is therefore subject to evolutionary forces. Here, we outline how plant microbiomes are governed by both environmental variables and evolutionary processes and how they can regulate plant health together.
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Affiliation(s)
- Christopher James Barnes
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark; Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark.
| | - Mo Bahram
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark; Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Ulls väg 16, 756 51, Sweden; Institute of Ecology and Earth Sciences, University of Tartu, 40 Lai St., 51005, Tartu, Estonia
| | - Mogens Nicolaisen
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
| | - M Thomas P Gilbert
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark; University Museum, NTNU, Trondheim, Norway
| | - Mette Vestergård
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
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6
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Mondal A, Parvez SS, Majumder A, Sharma K, Das B, Bakshi U, Alam M, Banik A. Co-inoculation of Trichoderma and tea root-associated bacteria enhance flavonoid production and abundance of mycorrhizal colonization in tea (Camellia sinensis). Microbiol Res 2025; 293:128084. [PMID: 39903999 DOI: 10.1016/j.micres.2025.128084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2024] [Revised: 01/21/2025] [Accepted: 01/24/2025] [Indexed: 02/06/2025]
Abstract
Tea is one of the most popular nonalcoholic beverages, that contains several medicinally important flavonoids. Due to seasonal variation and various environmental stresses, the overall consistency of tea flavonoids affects the tea quality. To combat stress, plants stimulate symbiotic relationships with root-associated beneficial microbiomes that sustain nutrient allocation. Therefore, a study has been designed to understand the role of the tea root microbiome in sustaining tea leaf flavonoid production. To enumerate the microbiome, tea root and rhizoplane soil were collected from 3 years of healthy plants from Jalpaiguri district, West Bengal, India. A culture-independent approach was adopted to identify root and rhizosphere microbial diversity (BioSample: SAMN31404869; SRA: SRS15503027 [rhizosphere soil metagenome] BioSample: SAMN31404868;SRA:SRS15503030 [root metagenome]. In addition to diverse microbes, four mycorrhiza fungi, i.e., Glomus intraradices, Glomus irregulare, Paraglomus occultum and Scutellospora heterogama were predominant in collected root samples. A culture-dependent approach was also adopted to isolate several plant growth-promoting bacteria [Bacillus sp. D56, Bacillus sp. D42, Bacillus sp. DR15, Rhizobium sp. DR23 (NCBI Accession: OR821747-OR821750)] and one fungal [Trichoderma sp. AM6 (NCBI Accession:OM915414)] strain. A pot experiment was designed to assess the impact of that isolated microbiome on tea seedlings. After six months of microbiome inoculation, tea plants' physicochemical and transcriptional parameters were evaluated. The results confer that the microbiome-treated treatments [(T1-without any microbial inoculation; NCBI Accession: SAMN33591153), Trichoderma sp. AM6 (T2; NCBI Accession: SAMN33591155) and Trichoderma sp. AM6 +VAM containing tea root+synthetic microbial consortia (T5; NCBI Accession: SAMN33591154)] could enhance the total flavonoid content in tea seedlings by upregulating certain transcripts associated with the flavonoid biosynthesis pathway of tea.
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Affiliation(s)
- Anupam Mondal
- Laboratory of Microbial Interaction, Institute of Health Sciences, Presidency University, Canal Bank Road, DG Block (Newtown), Action Area 1D, Newtown, Kolkata, West Bengal 700156, India; Microbial Ecology and Physiology Lab, Department of Biological Sciences, Aliah University, IIA/27 New Town, Kolkata, West Bengal 700160, India
| | - Sk Soyal Parvez
- Laboratory of Microbial Interaction, Institute of Health Sciences, Presidency University, Canal Bank Road, DG Block (Newtown), Action Area 1D, Newtown, Kolkata, West Bengal 700156, India
| | - Anusha Majumder
- Laboratory of Microbial Interaction, Institute of Health Sciences, Presidency University, Canal Bank Road, DG Block (Newtown), Action Area 1D, Newtown, Kolkata, West Bengal 700156, India
| | - Kalpna Sharma
- R&D Centre, Danguajhar Tea Garden, Goodricke Group Ltd., Jalpaiguri, West Bengal, India
| | - Bimal Das
- Department of Genetics and Plant Breeding College of Agriculture, (Extended Campus) Uttar Banga Krishi Viswavidyalaya, Majhian, Dakshin Dinajpur, West Bengal 733133, India
| | - Utpal Bakshi
- Institute of Health Sciences, Presidency University, Canal Bank Road, DG Block (Newtown), Action Area 1D, Newtown, Kolkata, West Bengal 700156, India
| | - Masrure Alam
- Microbial Ecology and Physiology Lab, Department of Biological Sciences, Aliah University, IIA/27 New Town, Kolkata, West Bengal 700160, India.
| | - Avishek Banik
- Laboratory of Microbial Interaction, Institute of Health Sciences, Presidency University, Canal Bank Road, DG Block (Newtown), Action Area 1D, Newtown, Kolkata, West Bengal 700156, India.
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Jin Z, Duan S, Declerck S, Zhang L. Bacterial community in the hyphosphere of an arbuscular mycorrhizal fungus differs from that in the surrounding environment and is influenced by hyphal disruption. MYCORRHIZA 2025; 35:10. [PMID: 39954130 DOI: 10.1007/s00572-025-01186-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 02/05/2025] [Indexed: 02/17/2025]
Abstract
Bacterial composition and functions in the hyphosphere of arbuscular mycorrhizal (AM) fungi are complex because AM fungal hyphae transport carbon compounds from plant photosynthesis which feed bacteria and act as signaling molecules. This function is lost when hyphae separate from roots, a common occurrence in soil. However, the impact of such disturbances on hyphal surface bacteria remains unclear. We used in vitro bi-compartmented Petri plates with carrot roots and the AM fungus Rhizophagus irregularis MUCL 43194, separating root and hyphal compartments. Treatments included hyphae connected to roots (+ AM), no hyphae (-AM), and hyphae cut at different times (C3D and C0D, where C3D indicates hyphae cut 3 days before inoculation and C0D indicates hyphae cut on the day of inoculation) subjected to a bacterial suspension extracted from a field soil. Thirteen bacterial phyla were identified, with Streptomyces, Pseudomonas, Rhodococcus, and Cellulomonas dominating. Hyphae increased bacterial ASV relative abundance, notably enriching Actinobacteria ASVs. After 14 days, α-diversity decreased from -AM to C3D, C0D, and + AM, with fewer Bacteroidetes species in + AM compared to -AM. Root-connected hyphae led to deterministic bacterial assembly, while cut hyphae resulted in stochastic assembly. Our findings show that physical disruption of hyphae significantly affects bacterial diversity and may influence ecological functions.
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Affiliation(s)
- Zexing Jin
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China
| | - Shilong Duan
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China
- Earth and Life Institute, Université catholique de Louvain, Applied microbiology, Croix du sud 2, bte L7.05.06, Mycology, Louvain-la-Neuve, B-1348, Belgium
| | - Stéphane Declerck
- Earth and Life Institute, Université catholique de Louvain, Applied microbiology, Croix du sud 2, bte L7.05.06, Mycology, Louvain-la-Neuve, B-1348, Belgium
| | - Lin Zhang
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China.
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Rog I, van der Heijden MGA, Bender F, Boussageon R, Lambach A, Schlaeppi K, Bodenhausen N, Lutz S. Mycorrhizal inoculation success depends on soil health and crop productivity. FEMS Microbiol Lett 2025; 372:fnaf031. [PMID: 40074548 PMCID: PMC11934917 DOI: 10.1093/femsle/fnaf031] [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: 01/07/2025] [Revised: 02/12/2025] [Accepted: 03/11/2025] [Indexed: 03/14/2025] Open
Abstract
As the human population grows, so does the demand for higher agricultural yields. As a result, agricultural intensification practices are increasing while soil health is often declining. Integrating the benefits of microorganisms into agricultural management systems can reduce the need for external resource inputs. One particular group of plant symbionts that can help plants to acquire additional nutrients and promote plant growth are arbuscular mycorrhizal fungi (AMF). The application of AMF in agricultural practice has been hampered by the variability in the success of mycorrhizal inoculation and the lack of consistency in different fields. Here, we tested whether it is possible to predict mycorrhizal inoculation success based on soil health and productivity. We hypothesized higher inoculation success on fields with poor soil health because in such fields, mycorrhiza can improve nutrient uptake and biotic resistance to pathogens. We calculated a soil health index by aggregating six biotic and abiotic variables from 54 maize fields and tested its correlation with the mycorrhizal growth response (MGR). The MGR was linked to soil health and significantly higher in less healthy soils and less productive fields. This implies that soil inoculation with AMF has most potential in fields with poor soil health and low productivity. Based on these findings, we propose a soil health framework that highlights the potential benefits of AMF field inoculation.
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Affiliation(s)
- Ido Rog
- Plant–Soil Interactions, Agroecology and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Marcel G A van der Heijden
- Plant–Soil Interactions, Agroecology and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Franz Bender
- Plant–Soil Interactions, Agroecology and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Raphaël Boussageon
- Plant–Soil Interactions, Agroecology and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Antonin Lambach
- Plant–Soil Interactions, Agroecology and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
| | - Klaus Schlaeppi
- Plant Microbe Interactions, Department of Environmental Sciences, University of Basel, 4056 Basel, Switzerland
| | - Natacha Bodenhausen
- Department of Soil Sciences, Research Institute of Organic Agriculture (FiBL), 5070 Frick, Switzerland
| | - Stefanie Lutz
- Plant–Soil Interactions, Agroecology and Environment, Agroscope, Reckenholzstrasse 191, 8046 Zurich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, 8008 Zurich, Switzerland
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Duan S, Jin Z, Zhang L, Declerck S. Mechanisms of cooperation in the plants-arbuscular mycorrhizal fungi-bacteria continuum. THE ISME JOURNAL 2025; 19:wraf023. [PMID: 39921668 PMCID: PMC11879240 DOI: 10.1093/ismejo/wraf023] [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] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 02/04/2025] [Accepted: 02/05/2025] [Indexed: 02/10/2025]
Abstract
In nature, cooperation is an essential way for species, whether they belong to the same kingdom or to different kingdoms, to overcome the scarcity of resources and improve their fitness. Arbuscular mycorrhizal fungi are symbiotic microorganisms whose origin date back 400 million years. They form symbiotic associations with the vast majority of terrestrial plants, helping them to obtain nutrients from the soil in exchange for carbon. At the more complex level, soil bacteria participate in the symbiosis between arbuscular mycorrhizal fungi and plants: they obtain carbon from the exudation of hyphae connected to the roots and compensate for the limited saprophytic capacity of arbuscular mycorrhizal fungi by mineralizing organic compounds. Therefore, plants, arbuscular mycorrhizal fungi and soil bacteria constitute a continuum that may be accompanied by multiple forms of cooperation. In this review, we first analyzed the functional complementarities and differences between plants and arbuscular mycorrhizal fungi in arbuscular mycorrhizal symbiosis. Secondly, we discussed the resource exchange relationship between plants and arbuscular mycorrhizal fungi from the perspective of biological market theory and "surplus carbon" hypothesis. Finally, on the basis of mechanisms for maintaining cooperation, direct and indirect reciprocity in the hyphosphere, induced by the availability of external resource and species fitness, were examined. Exploring these reciprocal cooperations will provide a better understanding of the intricate ecological relationships between plants, arbuscular mycorrhizal fungi and soil bacteria as well as their evolutionary implications.
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Affiliation(s)
- Shilong Duan
- Université catholique de Louvain, Earth and Life Institute, Applied microbiology, Mycology, Croix du sud 2, bte L7.05.06, Louvain-la-Neuve B-1348, Belgium
- State Key Laboratory of Nutrient Use and Management; College of Resources and Environmental Sciences; Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Zexing Jin
- State Key Laboratory of Nutrient Use and Management; College of Resources and Environmental Sciences; Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Lin Zhang
- State Key Laboratory of Nutrient Use and Management; College of Resources and Environmental Sciences; Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing 100193, China
| | - Stéphane Declerck
- Université catholique de Louvain, Earth and Life Institute, Applied microbiology, Mycology, Croix du sud 2, bte L7.05.06, Louvain-la-Neuve B-1348, Belgium
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10
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Mazzarella T, Chialva M, de Souza LP, Wang JY, Votta C, Tiozon R, Vaccino P, Salvioli di Fossalunga A, Sreenivasulu N, Asami T, Fernie AR, Al-Babili S, Lanfranco L, Fiorilli V. Effect of exogenous treatment with zaxinone and its mimics on rice root microbiota across different growth stages. Sci Rep 2024; 14:31374. [PMID: 39732893 PMCID: PMC11682185 DOI: 10.1038/s41598-024-82833-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 12/09/2024] [Indexed: 12/30/2024] Open
Abstract
Enhancing crops productivity to ensure food security is one of the major challenges encountering agriculture today. A promising solution is the use of biostimulants, which encompass molecules that enhance plant fitness, growth, and productivity. The regulatory metabolite zaxinone and its mimics (MiZax3 and MiZax5) showed promising results in improving the growth and yield of several crops. Here, the impact of their exogenous application on soil and rice root microbiota was investigated. Plants grown in native paddy soil were treated with zaxinone, MiZax3, and MiZax5 and the composition of bacterial and fungal communities in soil, rhizosphere, and endosphere at the tillering and the milky stage was assessed. Furthermore, shoot metabolome profile and nutrient content of the seeds were evaluated. Results show that treatment with zaxinone and its mimics predominantly influenced the root endosphere prokaryotic community, causing a partial depletion of plant-beneficial microbes at the tillering stage, followed by a recovery of the prokaryotic community structure during the milky stage. Our study provides new insights into the role of zaxinone and MiZax in the interplay between rice and its root-associated microbiota and paves the way for their practical application in the field as ecologically friendly biostimulants to enhance crop productivity.
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Affiliation(s)
- Teresa Mazzarella
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, Turin, 10125, Turin, Italy
| | - Matteo Chialva
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, Turin, 10125, Turin, Italy
| | - Leonardo Perez de Souza
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Jian You Wang
- The BioActives Lab, Center for Desert Agriculture (CDA), Biological and Environment Science and Engineering (BESE), King Abdullah University of Science and Technology, Thuwal, 23955-6900, Saudi Arabia
| | - Cristina Votta
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, Turin, 10125, Turin, Italy
| | - Rhowell Tiozon
- Consumer-driven Grain Quality and Nutrition, Rice Breeding Innovation Department, International Rice Research Institute, Los Baños, Philippines
| | - Patrizia Vaccino
- Council for Agricultural Research and Economics CREA-CI,-Research Centre for Cereal and Industrial Crops, s.s. 11 to Torino, km 2.5, Vercelli, 13100, VC, Italy
| | | | - Nese Sreenivasulu
- Consumer-driven Grain Quality and Nutrition, Rice Breeding Innovation Department, International Rice Research Institute, Los Baños, Philippines
| | - Tadao Asami
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo, 113-8657, Japan
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Salim Al-Babili
- Division of Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology (KAUST), Thuwal, 4700, 23955-6900, Kingdom of Saudi Arabia.
- Centre of Excellence for Sustainable Food Security, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia.
| | - Luisa Lanfranco
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, Turin, 10125, Turin, Italy
| | - Valentina Fiorilli
- Department of Life Sciences and Systems Biology, University of Turin, Viale Mattioli 25, Turin, 10125, Turin, Italy.
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11
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Ali S, Akhtar MS, Siraj M, Zaman W. Molecular Communication of Microbial Plant Biostimulants in the Rhizosphere Under Abiotic Stress Conditions. Int J Mol Sci 2024; 25:12424. [PMID: 39596488 PMCID: PMC11595105 DOI: 10.3390/ijms252212424] [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: 10/30/2024] [Revised: 11/18/2024] [Accepted: 11/18/2024] [Indexed: 11/28/2024] Open
Abstract
Microbial plant biostimulants offer a promising, sustainable solution for enhancing plant growth and resilience, particularly under abiotic stress conditions such as drought, salinity, extreme temperatures, and heavy metal toxicity. These biostimulants, including plant growth-promoting rhizobacteria, mycorrhizal fungi, and nitrogen-fixing bacteria, enhance plant tolerance through mechanisms such as phytohormone production, nutrient solubilization, osmotic adjustment, and antioxidant enzyme activation. Advances in genomics, metagenomics, transcriptomics, and proteomics have significantly expanded our understanding of plant-microbe molecular communication in the rhizosphere, revealing mechanisms underlying these interactions that promote stress resilience. However, challenges such as inconsistent field performance, knowledge gaps in stress-related molecular signaling, and regulatory hurdles continue to limit broader biostimulant adoption. Despite these challenges, microbial biostimulants hold significant potential for advancing agricultural sustainability, particularly amid climate change-induced stresses. Future studies and innovation, including Clustered Regularly Interspaced Short Palindromic Repeats and other molecular editing tools, should optimize biostimulant formulations and their application for diverse agro-ecological systems. This review aims to underscore current advances, challenges, and future directions in the field, advocating for a multidisciplinary approach to fully harness the potential of biostimulants in modern agriculture.
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Affiliation(s)
- Sajid Ali
- Department of Horticulture and Life Science, Yeungnam University, Gyeongsan 38541, Republic of Korea;
| | | | - Muhammad Siraj
- Department of Biotechnology, Jeonbuk National University, Specialized Campus, Iksan 54896, Republic of Korea;
| | - Wajid Zaman
- Department of Life Sciences, Yeungnam University, Gyeongsan 38541, Republic of Korea
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12
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Zhang C, Geisen S, Berendsen RL, van der Heijden MGA. Specialized protist communities on mycorrhizal fungal hyphae. MYCORRHIZA 2024; 34:517-524. [PMID: 39249534 PMCID: PMC11604758 DOI: 10.1007/s00572-024-01167-3] [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: 04/13/2024] [Accepted: 08/27/2024] [Indexed: 09/10/2024]
Abstract
Arbuscular mycorrhizal (AM) fungi not only play a crucial role in acquiring nutrients for plants but also serve as a habitat for soil microbes. Recent studies observed that AM fungal hyphae are colonized by specific bacterial communities. However, so far it has not been explored whether fungal hyphae and mycorrhizal networks also harbor specific communities of protists, a key group of microbes in the soil microbiome. Here, we characterized protist communities in soil in a compartment with plant roots and on hyphae collected from hyphal compartments without plant roots. We detected specific protist communities on fungal hyphae. Fourteen protistan amplicon sequences variants (ASVs) were significantly associated with fungal hyphae, half of which belonged to the Cercozoa group. This research, for the first-time detected specific protist ASVs directly associated with abundant AM fungus hyphae, highlighting the complexity of the hyphal food web.
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Affiliation(s)
- Changfeng Zhang
- Plant-Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, Utrecht, 3584 CH, The Netherlands
- Plant Soil Interactions, Division Agroecology and Environment, Reckenholzstrasse 191, Agroscope, Zürich, CH- 8046, Switzerland
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Stefan Geisen
- Laboratory of Nematology, Department of Plant Sciences, Wageningen University & Research, Wageningen, The Netherlands
| | - Roeland L Berendsen
- Plant-Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, Utrecht, 3584 CH, The Netherlands
| | - Marcel G A van der Heijden
- Plant-Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, Utrecht, 3584 CH, The Netherlands.
- Plant Soil Interactions, Division Agroecology and Environment, Reckenholzstrasse 191, Agroscope, Zürich, CH- 8046, Switzerland.
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, Zurich, CH-8008, Switzerland.
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13
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Yang M, Song Y, Ma H, Li Z, Ding J, Yin T, Niu K, Sun S, Qi J, Lu G, Fazal A, Yang Y, Wen Z. Unveiling the hidden world: How arbuscular mycorrhizal fungi and its regulated core fungi modify the composition and metabolism of soybean rhizosphere microbiome. ENVIRONMENTAL MICROBIOME 2024; 19:78. [PMID: 39439005 PMCID: PMC11494790 DOI: 10.1186/s40793-024-00624-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 10/15/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND The symbiosis between arbuscular mycorrhizal fungi (AMF) and plants often stimulates plant growth, increases agricultural yield, reduces costs, thereby providing significant economic benefits. AMF can also benefit plants through affecting the rhizosphere microbial community, but the underlying mechanisms remain unclear. Using Rhizophagus intraradices as a model AMF species, we assessed how AMF influences the bacterial composition and functional diversity through 16 S rRNA gene sequencing and non-targeted metabolomics analysis in the rhizosphere of aluminum-sensitive soybean that were inoculated with pathogenic fungus Nigrospora oryzae and phosphorus-solubilizing fungus Talaromyces verruculosus in an acidic soil. RESULTS The inoculation of R. intraradices, N. oryzae and T. verruculosus didn't have a significant influence on the levels of soil C, N, and P, or various plant characteristics such as seed weight, crude fat and protein content. However, their inoculation affected the structure, function and nutrient dynamics of the resident bacterial community. The co-inoculation of T. verruculosus and R. intraradices increased the relative abundance of Pseudomonas psychrotolerans, which was capable of N-fixing and was related to cry-for-help theory (plants signal for beneficial microbes when under stress), within the rhizosphere. R. intraradices increased the expression of metabolic pathways associated with the synthesis of unsaturated fatty acids, which was known to enhance plant resistance under adverse environmental conditions. The inoculation of N. oryzae stimulated the stress response inside the soil environment by enriching the polyene macrolide antifungal antibiotic-producing bacterial genus Streptomyces in the root endosphere and upregulating two antibacterial activity metabolic pathways associated with steroid biosynthesis pathways in the rhizosphere. Although inoculation of pathogenic fungus N. oryzae enriched Bradyrhizobium and increased soil urease activity, it had no significant effects on biomass and N content of soybean. Lastly, the host niches exhibited differences in the composition of the bacterial community, with most N-fixing bacteria accumulating in the endosphere and Rhizobium vallis only detected in the endosphere. CONCLUSIONS Our findings demonstrate that intricate interactions between AMF, associated core fungi, and the soybean root-associated ecological niches co-mediate the regulation of soybean growth, the dynamics of rhizosphere soil nutrients, and the composition, function, and metabolisms of the root-associated microbiome in an acidic soil.
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Affiliation(s)
- Minkai Yang
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Yuhang Song
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Hanke Ma
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Zhenghua Li
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Jiawei Ding
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Tongming Yin
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Kechang Niu
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Shucun Sun
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
| | - Jinliang Qi
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
| | - Guihua Lu
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China
- School of Life Sciences, Huaiyin Normal University, Huaian, 223300, China
| | - Aliya Fazal
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China.
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China.
| | - Yonghua Yang
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China.
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China.
| | - Zhongling Wen
- State Key Laboratory of Pharmaceutical Biotechnology, Institute for Plant Molecular Biology, School of Life Sciences, Nanjing University, Nanjing, 210023, China.
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, 210037, China.
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14
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Gao C, Bezemer TM, de Vries FT, van Bodegom PM. Trade-offs in soil microbial functions and soil health in agroecosystems. Trends Ecol Evol 2024; 39:895-903. [PMID: 38910081 DOI: 10.1016/j.tree.2024.05.013] [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: 01/31/2024] [Revised: 04/24/2024] [Accepted: 05/31/2024] [Indexed: 06/25/2024]
Abstract
Soil microbial communities play pivotal roles in maintaining soil health in agroecosystems. However, how the delivery of multiple microbial functions in agroecosystems is maintained remains poorly understood. This may put us at risk of incurring unexpected trade-offs between soil functions. We elucidate how interactions between soil microbes can lead to trade-offs in the functioning of agricultural soils. Interactions within soil microbial communities can result in not only positive but also neutral and negative relationships among soil functions. Altering soil conditions through soil health-improving agricultural management can alleviate these functional trade-offs by promoting the diversity and interrelationships of soil microbes, which can help to achieve more productive and sustainable agroecosystems.
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Affiliation(s)
- Chenguang Gao
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, The Netherlands.
| | - Thiemo Martijn Bezemer
- Institute of Biology, Above-Belowground Interactions Group, Leiden University, Sylviusweg 72, 2333 BE Leiden, The Netherlands
| | - Franciska T de Vries
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Science Park 904, 1090 GE Amsterdam, The Netherlands
| | - Peter M van Bodegom
- Environmental Biology, Institute of Environmental Sciences, Leiden University, Einsteinweg 2, 2333 CC Leiden, The Netherlands
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15
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Liu-Xu L, Ma L, Farvardin A, García-Agustín P, Llorens E. Exploring the impact of plant genotype and fungicide treatment on endophytic communities in tomato stems. Front Microbiol 2024; 15:1453699. [PMID: 39397796 PMCID: PMC11469548 DOI: 10.3389/fmicb.2024.1453699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 09/10/2024] [Indexed: 10/15/2024] Open
Abstract
This study examines how plant genotype can influence the microbiome by comparing six tomato genotypes (Solanum lycopersicum) based on their traditional vs. commercial backgrounds. Using Illumina-based sequencing of the V6-V8 regions of 16S and ITS2 rRNA genes, we analyzed and compared the endophytic bacterial and fungal communities in stems to understand how microbiota can differ and be altered in plant genotypes and the relation to human manipulation. Our results reflect that traditional genotypes harbor significantly more exclusive microbial taxa and a broader phylogenetic background than the commercial ones. Traditional genotypes were significantly richer in Eurotiomycetes and Sordariomycetes fungi, while Lasiosphaeriaceae was more prevalent in commercial genotypes. TH-30 exhibited the highest bacterial abundance, significantly more than commercial genotypes, particularly in Actinomycetia, Bacteroidia, and Gammaproteobacteria. Additionally, traditional genotypes had higher bacterial diversity, notably in orders like Cytophagales, Xanthomonadales, and Burkholderiales. Moreover, we performed an evaluation of the impact of a systemic fungicide (tebuconazole-dichlofluanide) to simulate a common agronomic practice and determined that a single fungicide treatment altered the stem endophytic microbiota. Control plants had a higher prevalence of fungal orders Pleosporales, Helotiales, and Glomerellales, while treated plants were dominated by Sordariomycetes and Laboulbeniomycetes. Fungal community diversity significantly decreased, but no significant impact was observed on bacterial diversity. Our study provides evidence that the background of the tomato variety impacts the fungal and bacterial stem endophytes. Furthermore, these findings suggest the potential benefits of using of traditional genotypes as a source of novel beneficial microbiota that may prove highly valuable in unpredicted challenges and the advancement in sustainable agriculture.
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Affiliation(s)
- Luisa Liu-Xu
- Biochemistry and Biotechnology Group, Department of Biology, Biochemistry and Natural Sciences, Jaume I University, Castellón de la Plana, Spain
| | - Liang Ma
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang A&F University, Hangzhou, China
| | - Atefeh Farvardin
- Biochemistry and Biotechnology Group, Department of Biology, Biochemistry and Natural Sciences, Jaume I University, Castellón de la Plana, Spain
| | - Pilar García-Agustín
- Biochemistry and Biotechnology Group, Department of Biology, Biochemistry and Natural Sciences, Jaume I University, Castellón de la Plana, Spain
| | - Eugenio Llorens
- Biochemistry and Biotechnology Group, Department of Biology, Biochemistry and Natural Sciences, Jaume I University, Castellón de la Plana, Spain
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16
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Zhang Y, Du Y, Zhang Z, Islam W, Zeng F. Variation in Root-Associated Microbial Communities among Three Different Plant Species in Natural Desert Ecosystem. PLANTS (BASEL, SWITZERLAND) 2024; 13:2468. [PMID: 39273952 PMCID: PMC11396838 DOI: 10.3390/plants13172468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/21/2024] [Accepted: 09/02/2024] [Indexed: 09/15/2024]
Abstract
The process and function that underlie the assembly of root-associated microbiomes may be strongly linked to the survival strategy of plants. However, the assembly and functional changes of root-associated microbial communities in different desert plants in natural desert ecosystems are still unclear. Thus, we studied the microbial communities and diversity of root endosphere (RE), rhizosphere soil (RS), and bulk soil (BS) among three representative desert plants (Alhagi sparsifolia, Tamarix ramosissima, and Calligonum caput-medusae) in three Xinjiang desert regions {Taklimakan (CL), Gurbantünggüt (MSW), and Kumtag (TLF)} in China. This study found that the soil properties {electrical conductivity (EC), soil organic carbon (SOC), total nitrogen (TN) and phosphorus (TP), available nitrogen (AN) and phosphorus (AP)} of C. caput-medusae were significantly lower than those of A. sparsifolia and T. ramosissima, while the root nutrients (TN and TP) of A. sparsifolia were significantly higher compared to C. caput-medusae and T. ramosissima. The beta diversity of bacteria and fungi (RE) among the three desert plants was significantly different. The common OTU numbers of bacteria and fungi in three compartments (RE, RS, and BS) of the three desert plants were ranked as RS > BS > RE. The bacterial and fungal (RE) Shannon and Simpson indexes of C. caput-medusae were significantly lower as compared to those of A. sparsifolia and T. ramosissima. Additionally, bacterial and fungal (RE and RS) node numbers and average degree of C. caput-medusae were lower than those found in A. sparsifolia and T. ramosissima. Root and soil nutrients collectively contributed to the composition of root-associated bacterial (RE, 12.4%; RS, 10.6%; BS, 16.6%) and fungal communities (RE, 34.3%; RS, 1.5%; BS, 17.7%). These findings demonstrate variations in the bacterial and fungal populations across different plant species with distinct compartments (RE, RS, and BS) in arid environments. More importantly, the study highlights how much soil and plant nutrients contribute to root-associated microbial communities.
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Affiliation(s)
- Yulin Zhang
- College of Ecology and Environmental, Xinjiang University, Urumqi 830046, China
- Xinjiang Key Laboratory of Desert Plant Roots Ecology and Vegetation Restoration, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- State Key Laboratory of Desert and Oasis Ecology, Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- Cele National Station of Observation and Research for Desert-Grassland Ecosystems, Cele 848300, China
| | - Yi Du
- Xinjiang Key Laboratory of Desert Plant Roots Ecology and Vegetation Restoration, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- State Key Laboratory of Desert and Oasis Ecology, Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- Cele National Station of Observation and Research for Desert-Grassland Ecosystems, Cele 848300, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhihao Zhang
- Xinjiang Key Laboratory of Desert Plant Roots Ecology and Vegetation Restoration, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- State Key Laboratory of Desert and Oasis Ecology, Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- Cele National Station of Observation and Research for Desert-Grassland Ecosystems, Cele 848300, China
| | - Waqar Islam
- Xinjiang Key Laboratory of Desert Plant Roots Ecology and Vegetation Restoration, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- State Key Laboratory of Desert and Oasis Ecology, Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- Cele National Station of Observation and Research for Desert-Grassland Ecosystems, Cele 848300, China
| | - Fanjiang Zeng
- College of Ecology and Environmental, Xinjiang University, Urumqi 830046, China
- Xinjiang Key Laboratory of Desert Plant Roots Ecology and Vegetation Restoration, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- State Key Laboratory of Desert and Oasis Ecology, Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
- Cele National Station of Observation and Research for Desert-Grassland Ecosystems, Cele 848300, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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17
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Akata I, Edis G, Kumru E, Sahin E. Identification and full-length genome characterization of a novel mitovirus hosted by the truffle species Tuber rufum. Virusdisease 2024; 35:531-536. [PMID: 39464734 PMCID: PMC11502633 DOI: 10.1007/s13337-024-00887-6] [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: 05/16/2024] [Accepted: 07/21/2024] [Indexed: 10/29/2024] Open
Abstract
Studying the diversity of viruses found in uncultivated fungi, including those forming mycorrhizal relationships, is essential. It's equally important to explore viral communities in fungi that cause plant diseases or are economically significant. This dual approach helps us grasp the full scope of mycovirus diversity and evolution. Mycorrhizal fungi, in particular, host a wide range of viruses, shedding light on viral diversity and evolution. In this study, we present the discovery and complete genome characterization of a novel mitovirus infecting the hypogeous mycorrhizal fungus Tuber rufum. This virus, denominated "Tuber rufum mitovirus 1" (TrMV1) has a genome size of 2864 nucleotides with a G + C content of 37.53%. It contains a single open reading frame (ORF) responsible for encoding RNA dependent RNA polymerase (RdRp). Comparative analysis using BLASTp reveals that the protein encoded by TrMV1 shares significant sequence similarities with those found in the Triamitovirus genus. Specifically, TrMV1 shows the closest resemblance (43.35% identity) to Sopawar virus, a mitovirus previously detected in soil environments through metatranscriptomic analyses. Phylogenetic examination categorizes TrMV1 as a member of the Triamitovirus genus within the Mitoviridae family. This finding marks the first identification of a mitovirus within the hypogeous mycorrhizal fungus Tuber rufum. The discovery of TrMV1 expands our knowledge of Mitoviridae family diversity and evolution, contributing to the growing repository of mycovirus sequences. Supplementary Information The online version contains supplementary material available at 10.1007/s13337-024-00887-6.
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Affiliation(s)
- Ilgaz Akata
- Faculty of Science Department of Biology, Ankara University, Tandogan, Ankara, 06100 Turkey
| | - Gulce Edis
- Graduate School of Natural and Applied Sciences, Ankara University, Diskapi, Ankara, 06110 Turkey
| | - Eda Kumru
- Graduate School of Natural and Applied Sciences, Ankara University, Diskapi, Ankara, 06110 Turkey
| | - Ergin Sahin
- Faculty of Science, Department of Biology, Dokuz Eylul University, Buca, Izmir, 35390 Turkey
- Fauna and Flora Research and Application Center, Dokuz Eylul University, Buca, Izmir, 35390 Turkey
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Kelliher JM, Johnson LYD, Robinson AJ, Longley R, Hanson BT, Cailleau G, Bindschedler S, Junier P, Chain PSG. Fabricated devices for performing bacterial-fungal interaction experiments across scales. Front Microbiol 2024; 15:1380199. [PMID: 39171270 PMCID: PMC11335632 DOI: 10.3389/fmicb.2024.1380199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 07/25/2024] [Indexed: 08/23/2024] Open
Abstract
Diverse and complex microbiomes are found in virtually every environment on Earth. Bacteria and fungi often co-dominate environmental microbiomes, and there is growing recognition that bacterial-fungal interactions (BFI) have significant impacts on the functioning of their associated microbiomes, environments, and hosts. Investigating BFI in vitro remains a challenge, particularly when attempting to examine interactions at multiple scales of system complexity. Fabricated devices can provide control over both biotic composition and abiotic factors within an experiment to enable the characterization of diverse BFI phenotypes such as modulation of growth rate, production of biomolecules, and alterations to physical movements. Engineered devices ranging from microfluidic chips to simulated rhizosphere systems have been and will continue to be invaluable to BFI research, and it is anticipated that such devices will continue to be developed for diverse applications in the field. This will allow researchers to address specific questions regarding the nature of BFI and how they impact larger microbiome and environmental processes such as biogeochemical cycles, plant productivity, and overall ecosystem resilience. Devices that are currently used for experimental investigations of bacteria, fungi, and BFI are discussed herein along with some of the associated challenges and several recommendations for future device design and applications.
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Affiliation(s)
- Julia M. Kelliher
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Leah Y. D. Johnson
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Aaron J. Robinson
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Reid Longley
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Buck T. Hanson
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Guillaume Cailleau
- Laboratory of Microbiology, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Saskia Bindschedler
- Laboratory of Microbiology, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Pilar Junier
- Laboratory of Microbiology, Institute of Biology, University of Neuchâtel, Neuchâtel, Switzerland
| | - Patrick S. G. Chain
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM, United States
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Jin Z, Jiang F, Wang L, Declerck S, Feng G, Zhang L. Arbuscular mycorrhizal fungi and Streptomyces: brothers in arms to shape the structure and function of the hyphosphere microbiome in the early stage of interaction. MICROBIOME 2024; 12:83. [PMID: 38725008 PMCID: PMC11080229 DOI: 10.1186/s40168-024-01811-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 04/07/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Fungi and bacteria coexist in a wide variety of environments, and their interactions are now recognized as the norm in most agroecosystems. These microbial communities harbor keystone taxa, which facilitate connectivity between fungal and bacterial communities, influencing their composition and functions. The roots of most plants are associated with arbuscular mycorrhizal (AM) fungi, which develop dense networks of hyphae in the soil. The surface of these hyphae (called the hyphosphere) is the region where multiple interactions with microbial communities can occur, e.g., exchanging or responding to each other's metabolites. However, the presence and importance of keystone taxa in the AM fungal hyphosphere remain largely unknown. RESULTS Here, we used in vitro and pot cultivation systems of AM fungi to investigate whether certain keystone bacteria were able to shape the microbial communities growing in the hyphosphere and potentially improved the fitness of the AM fungal host. Based on various AM fungi, soil leachates, and synthetic microbial communities, we found that under organic phosphorus (P) conditions, AM fungi could selectively recruit bacteria that enhanced their P nutrition and competed with less P-mobilizing bacteria. Specifically, we observed a privileged interaction between the isolate Streptomyces sp. D1 and AM fungi of the genus Rhizophagus, where (1) the carbon compounds exuded by the fungus were acquired by the bacterium which could mineralize organic P and (2) the in vitro culturable bacterial community residing on the surface of hyphae was in part regulated by Streptomyces sp. D1, primarily by inhibiting the bacteria with weak P-mineralizing ability, thereby enhancing AM fungi to acquire P. CONCLUSIONS This work highlights the multi-functionality of the keystone bacteria Streptomyces sp. D1 in fungal-bacteria and bacterial-bacterial interactions at the hyphal surface of AM fungi. Video Abstract.
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Affiliation(s)
- Zexing Jin
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China
| | - Feiyan Jiang
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China
| | - Letian Wang
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China
| | - Stéphane Declerck
- Applied Microbiology, Mycology, Earth and Life Institute, Université Catholique de Louvain, Croix du Sud 2, Bte L7.05.06, Louvain-La-Neuve, B-1348, Belgium
| | - Gu Feng
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China
| | - Lin Zhang
- State Key Laboratory of Nutrient Use and Management, College of Resources and Environmental Sciences, Key Laboratory of Plant-Soil Interactions, Ministry of Education, China Agricultural University, Beijing, 100193, China.
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20
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Alshareef SA. Metabolic analysis of the CAZy class glycosyltransferases in rhizospheric soil fungiome of the plant species Moringa oleifera. Saudi J Biol Sci 2024; 31:103956. [PMID: 38404538 PMCID: PMC10891331 DOI: 10.1016/j.sjbs.2024.103956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 02/03/2024] [Accepted: 02/10/2024] [Indexed: 02/27/2024] Open
Abstract
The target of the present work is to study the most abundant carbohydrate-active enzymes (CAZymes) of glycosyltransferase (GT) class, which are encoded by fungiome genes present in the rhizospheric soil of the plant species Moringa oleifera. The datasets of this CAZy class were recovered using metagenomic whole shotgun genome sequencing approach, and the resultant CAZymes were searched against the KEGG pathway database to identify function. High emphasis was given to the two GT families, GT4 and GT2, which were the highest within GT class in the number and abundance of gene queries in this soil compartment. These two GT families harbor CAZymes playing crucial roles in cell membrane and cell wall processes. These CAZymes are responsible for synthesizing essential structural components such as cellulose and chitin, which contribute to the integrity of cell walls in plants and fungi. The CAZyme beta-1,3-glucan synthase of GT2 family accumulates 1,3-β-glucan, which provides elasticity as well as tensile strength to the fungal cell wall. Other GT CAZymes contribute to the biosynthesis of several compounds crucial for cell membrane and wall integrity, including lipopolysaccharide, e.g., lipopolysaccharide N-acetylglucosaminyltransferase, cell wall teichoic acid, e.g., alpha-glucosyltransferase, and cellulose, e.g., cellulose synthase. These compounds also play pivotal roles in ion homeostasis, organic carbon mineralization, and osmoprotection against abiotic stresses in plants. This study emphasizes the major roles of these two CAZy GT families in connecting the structure and function of cell membranes and cell walls of fungal and plant cells. The study also sheds light on the potential occurrence of tripartite symbiotic relationships involving the plant, rhizospheric bacteriome, and fungiome via the action of CAZymes of GT4 and GT2 families. These findings provide valuable insights towards the generation of innovative agricultural practices to enhance the performance of crop plants in the future.
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Affiliation(s)
- Sahar A. Alshareef
- Department of Biology, College of Science and Arts at Khulis, University of Jeddah, Jeddah, Saudi Arabia
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21
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Zhang C, van der Heijden MGA, Dodds BK, Nguyen TB, Spooren J, Valzano-Held A, Cosme M, Berendsen RL. Correction: A tripartite bacterial-fungal-plant symbiosis in the mycorrhiza-shaped microbiome drives plant growth and mycorrhization. MICROBIOME 2024; 12:30. [PMID: 38374276 PMCID: PMC10875889 DOI: 10.1186/s40168-024-01776-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Affiliation(s)
- Changfeng Zhang
- Plant‑Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
- Plant Soil Interactions, Division Agroecology and Environment, Agroscope, Reckenholzstrasse 191, CH‑8046, Zürich, Switzerland
| | - Marcel G A van der Heijden
- Plant‑Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
- Plant Soil Interactions, Division Agroecology and Environment, Agroscope, Reckenholzstrasse 191, CH‑8046, Zürich, Switzerland
- Department of Plant and Microbial Biology, University of Zurich, Zollikerstrasse 107, CH‑8008, Zurich, Switzerland
| | - Bethany K Dodds
- Plant‑Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
| | - Thi Bich Nguyen
- Plant‑Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
| | - Jelle Spooren
- Plant‑Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands
| | - Alain Valzano-Held
- Plant Soil Interactions, Division Agroecology and Environment, Agroscope, Reckenholzstrasse 191, CH‑8046, Zürich, Switzerland
| | - Marco Cosme
- Mycology, Earth and Life Institute, Université Catholique de Louvain, Louvain‑La‑Neuve, Belgium
- Plants and Ecosystems, Biology Department, University of Antwerp, Antwerp, Belgium
| | - Roeland L Berendsen
- Plant‑Microbe Interactions, Department of Biology, Faculty of Science, Utrecht University, Padualaan 8, 3584 CH, Utrecht, the Netherlands.
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