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Kudjordjie EN, Santos SS, Topalović O, Vestergård M. Distinct changes in tomato-associated multi-kingdom microbiomes during Meloidogyne incognita parasitism. ENVIRONMENTAL MICROBIOME 2024; 19:53. [PMID: 39068487 DOI: 10.1186/s40793-024-00597-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 07/17/2024] [Indexed: 07/30/2024]
Abstract
BACKGROUND The interplay between root-knot nematode (RKN) parasitism and the complex web of host-associated microbiota has been recognized as pivotal for effective management of the pest. However, studies assessing this relationship have focussed on the bacterial and fungal communities, neglecting the unicellular eukaryotic members. Here, we employed amplicon sequencing analysis of the bacterial 16S rRNA, fungal ITS and eukaryotic 18S rRNA genes, and comprehensively examined how the microbiome composition, diversity and networking developed with time in the rhizospheres and roots of RKN-inoculated and non-inoculated tomato plants. RESULTS As expected, infection with the RKN Meloidogyne incognita decreased plant growth. At individual timepoints, we found distinct bacterial, fungal and eukaryote community structures in the RKN-inoculated and non-inoculated rhizospheres and roots, and RKN inoculation affected several taxa in the root-associated microbiome differentially. Correlation analysis revealed several bacterial and fungal and few protist taxa that correlated negatively or positively with M. incognita. Moreover, network analysis using bacterial, fungal and eukaryotic data revealed more dynamic networks with higher robustness to disturbances in the RKN-inoculated than in the non-inoculated rhizospheres/roots. Hub taxa displayed a noticeable successional pattern that coincided with different phases of M. incognita parasitism. We found that fungal hubs had strong negative correlations with bacteria and eukaryotes, while positive correlations characterized hub members within individual kingdoms. CONCLUSION Our results reveal dynamic tomato-associated microbiomes that develop along different trajectories in plants suffering M. incognita infestation and non-infested plants. Overall, the results identify stronger associations between RKN and bacterial and fungal taxa than between eukaryotic taxa and RKN, suggesting that fungal and bacterial communities could play a larger role in the regulation of RKN. The study identifies several putative RKN-antagonistic bacterial and fungal taxa and confirms the antagonistic potential previously identified in other taxa.
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Affiliation(s)
- Enoch Narh Kudjordjie
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
| | - Susana S Santos
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
| | - Olivera Topalović
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark
- Department of Biology, Section of Terrestrial Ecology, University of Copenhagen, Copenhagen, 2100, Denmark
| | - Mette Vestergård
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Slagelse, 4200, Denmark.
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2
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Guo S, Geisen S, Mo Y, Yan X, Huang R, Liu H, Gao Z, Tao C, Deng X, Xiong W, Shen Q, Kowalchuk GA, Li R. Predatory protists impact plant performance by promoting plant growth-promoting rhizobacterial consortia. THE ISME JOURNAL 2024; 18:wrae180. [PMID: 39312488 PMCID: PMC11459550 DOI: 10.1093/ismejo/wrae180] [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: 04/15/2024] [Revised: 07/22/2024] [Accepted: 09/20/2024] [Indexed: 09/25/2024]
Abstract
Plant performance is impacted by rhizosphere bacteria. These bacteria are subjected to both bottom-up control by root exudates as well as top-down control by predators, particularly protists. Protists stimulate plant growth-promoting microbes resulting in improved plant performance. However, knowledge of the mechanisms that determine the interconnections within such tripartite protist-bacteria-plant interactions remains limited. We conducted experiments examining the effects of different densities of the predatory protist Cercomonas lenta on rhizosphere bacterial communities, specifically zooming on interactions between Cercomonas lenta and key bacterial taxa, as well as interactions among key bacterial taxa. We tracked rhizosphere bacterial community composition, potential microbial interactions, and plant performance. We found that Cercomonas lenta inoculation led to an average increase in plant biomass of 92.0%. This effect was linked to an increase in plant growth-promoting rhizobacteria (Pseudomonas and Sphingomonas) and a decrease in bacteria (Chitinophaga) that negatively impact on plant growth-promoting rhizobacteria. We also found evidence for cooperative enhancements in biofilm formation within the plant growth-promoting rhizobacterial consortium. Cercomonas lenta enhanced a plant growth-promoting rhizobacterial consortium colonization by promoting its cooperative biofilm formation in the rhizosphere, leading to a 14.5% increase in phosphate solubilization that benefits plant growth. Taken together, we provide mechanistic insights into how the predatory protist Cercomonas lenta impacts plant growth, namely by stimulating plant beneficial microbes and enhancing their interactive activities such as biofilm formation. Predatory protists may therefore represent promising biological agents that can contribute to sustainable agricultural practices by promoting interactions between the plant and its microbiome.
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Affiliation(s)
- Sai Guo
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Stefan Geisen
- Laboratory of Nematology, Wageningen University, Wageningen 6700 AA, the Netherlands
| | - Yani Mo
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Xinyue Yan
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Ruoling Huang
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Hongjun Liu
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Zhilei Gao
- Department of Research and Innovation, EUROstyle BV, Ecomunitypark 1, Oosterwolde 8431 SM, the Netherlands
- Ecology and Biodiversity Group, Department of Biology, Institute of Environmental Biology, Utrecht University, Padualaan 8, Utrecht 3584 CH, the Netherlands
| | - Chengyuan Tao
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Xuhui Deng
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Wu Xiong
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - Qirong Shen
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
| | - George A Kowalchuk
- Ecology and Biodiversity Group, Department of Biology, Institute of Environmental Biology, Utrecht University, Padualaan 8, Utrecht 3584 CH, the Netherlands
| | - Rong Li
- The Sanya Institute of the Nanjing Agricultural University, Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-saving fertilizers, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing, Jiangsu Provice 210095, P. R. China
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3
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Acosta E, Fincke V, Nitsche F, Arndt H. Novel cercozoan and heterolobosean protists from the rhizosphere and phyllosphere of two endemic cacti from the Atacama Desert. Eur J Protistol 2023; 91:126034. [PMID: 38006640 DOI: 10.1016/j.ejop.2023.126034] [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: 08/04/2023] [Revised: 11/08/2023] [Accepted: 11/11/2023] [Indexed: 11/27/2023]
Abstract
Cercozoans and heterolobose amoebae are found across terrestrial habitats where they feed on other unicellular microbes, including bacteria, fungi and microalgae. They constitute a significant fraction of soil ecosystems and are integral members of plant microbiota. Here, we present the results on the isolation of protozoans from the rhizosphere and phyllosphere of Browningia candelaris (Meyen) in the Andean Altiplano and Eulychnia taltalensis (F. Ritter) from the Coastal Cordillera of the Atacama Desert, both endemic to this ancient desert. We identified a new heterolobose amoeba species of the genus Allovahlkampfia isolated from cactus soil, three new species of the different glissomonad genera Allapsa, Neoheteromita, Neocercomonas and one new thecofilosean amoeba of the genus Rhogostoma isolated from the phyllosphere of one studied cactus. In addition, one bacterivorous flagellate was isolated from cactus spines and identified as a member of the non-scaled imbricatean family Spongomonadidae (Spongomonas). The isolation of protists from cactus spines extends the knowledge on the habitat ranges of taxa typically found on plant leaves or soils. The molecular data presented here is a prerequisite for further investigations on the ecology and diversity of protists including next-generation sequencing of microhabitats in plants and the rhizosphere, allowing for deeper taxonomic classification.
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Affiliation(s)
- Eduardo Acosta
- University of Cologne, Institute of Zoology, General Ecology, 50674 Cologne, Germany
| | - Victoria Fincke
- University of Cologne, Institute of Zoology, General Ecology, 50674 Cologne, Germany
| | - Frank Nitsche
- University of Cologne, Institute of Zoology, General Ecology, 50674 Cologne, Germany
| | - Hartmut Arndt
- University of Cologne, Institute of Zoology, General Ecology, 50674 Cologne, Germany.
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4
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Lin C, Li LJ, Ren K, Zhou SYD, Isabwe A, Yang LY, Neilson R, Yang XR, Cytryn E, Zhu YG. Phagotrophic protists preserve antibiotic-resistant opportunistic human pathogens in the vegetable phyllosphere. ISME COMMUNICATIONS 2023; 3:94. [PMID: 37660098 PMCID: PMC10475086 DOI: 10.1038/s43705-023-00302-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 08/21/2023] [Accepted: 08/23/2023] [Indexed: 09/04/2023]
Abstract
Food safety of leafy greens is an emerging public health issue as they can harbor opportunistic human pathogens (OHPs) and expose OHPs to consumers. Protists are an integral part of phyllosphere microbial ecosystems. However, our understanding of protist-pathogen associations in the phyllosphere and their consequences on public health remains poor. Here, we examined phyllosphere protists, human pathogen marker genes (HPMGs), and protist endosymbionts from four species of leafy greens from major supermarkets in Xiamen, China. Our results showed that Staphylococcus aureus and Klebsiella pneumoniae were the dominant human pathogens in the vegetable phyllosphere. The distribution of HPMGs and protistan communities differed between vegetable species, of which Chinese chive possessed the most diverse protists and highest abundance of HPMGs. HPMGs abundance positively correlated with the diversity and relative abundance of phagotrophic protists. Whole genome sequencing further uncovered that most isolated phyllosphere protists harbored multiple OHPs which carried antibiotic resistance genes, virulence factors, and metal resistance genes and had the potential to HGT. Colpoda were identified as key phagotrophic protists which positively linked to OHPs and carried diverse resistance and virulence potential endosymbiont OHPs including Pseudomonas nitroreducens, Achromobacter xylosoxidans, and Stenotrophomonas maltophilia. We highlight that phyllosphere protists contribute to the transmission of resistant OHPs through internalization and thus pose risks to the food safety of leafy greens and human health. Our study provides insights into the protist-OHP interactions in the phyllosphere, which will help in food safety surveillance and human health.
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Affiliation(s)
- Chenshuo Lin
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
- University of Chinese Academy of Sciences, 19A Yuquan Road, 100049, Beijing, China
| | - Li-Juan Li
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
- University of Chinese Academy of Sciences, 19A Yuquan Road, 100049, Beijing, China
| | - Kexin Ren
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
| | - Shu-Yi-Dan Zhou
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, Xingke Road 723, Tianhe District, Guangzhou, 510650, China
| | - Alain Isabwe
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
| | - Le-Yang Yang
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
- University of Chinese Academy of Sciences, 19A Yuquan Road, 100049, Beijing, China
| | - Roy Neilson
- Ecological Sciences, The James Hutton Institute, Dundee, DD2 5DA, Scotland, UK
| | - Xiao-Ru Yang
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China
| | - Eddie Cytryn
- Department of Soil Chemistry, Plant Nutrition and Microbiology, Institute of Soil, Water and Environmental Sciences, The Volcani Institute, Agriculture Research Organization, 7528809, Rishon Lezion, Israel
| | - Yong-Guan Zhu
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, 1799 Jimei Road, Xiamen, 361021, China.
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 100085, Beijing, China.
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5
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Nguyen BT, Dumack K, Trivedi P, Islam Z, Hu H. Plant associated protists-Untapped promising candidates for agrifood tools. Environ Microbiol 2023; 25:229-240. [PMID: 36482161 PMCID: PMC10108267 DOI: 10.1111/1462-2920.16303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 12/05/2022] [Indexed: 12/14/2022]
Abstract
The importance of host-associated microorganisms and their biotic interactions for plant health and performance has been increasingly acknowledged. Protists, main predators and regulators of bacteria and fungi, are abundant and ubiquitous eukaryotes in terrestrial ecosystems. Protists are considered to benefit plant health and performance, but the community structure and functions of plant-associated protists remain surprisingly underexplored. Harnessing plant-associated protists and other microbes can potentially enhance plant health and productivity and sustain healthy food and agriculture systems. In this review, we summarize the knowledge of multifunctionality of protists and their interactions with other microbes in plant hosts, and propose a future framework to study plant-associated protists and utilize protists as agrifood tools for benefiting agricultural production.
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Affiliation(s)
- Bao‐Anh Thi Nguyen
- School of Agriculture and Food, Faculty of Veterinary and Agricultural SciencesThe University of MelbourneParkvilleVictoriaAustralia
| | - Kenneth Dumack
- Terrestrial EcologyInstitute of Zoology, University of CologneKölnGermany
| | - Pankaj Trivedi
- Microbiome Network and Department of Agricultural BiologyColorado State UniversityFort CollinsColoradoUSA
| | - Zahra Islam
- School of Agriculture and Food, Faculty of Veterinary and Agricultural SciencesThe University of MelbourneParkvilleVictoriaAustralia
- ARC Hub for Smart FertilisersThe University of MelbourneParkvilleVictoriaAustralia
| | - Hang‐Wei Hu
- School of Agriculture and Food, Faculty of Veterinary and Agricultural SciencesThe University of MelbourneParkvilleVictoriaAustralia
- ARC Hub for Smart FertilisersThe University of MelbourneParkvilleVictoriaAustralia
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6
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Bhatt K, Suyal DC, Kumar S, Singh K, Goswami P. New insights into engineered plant-microbe interactions for pesticide removal. CHEMOSPHERE 2022; 309:136635. [PMID: 36183882 DOI: 10.1016/j.chemosphere.2022.136635] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 09/21/2022] [Accepted: 09/25/2022] [Indexed: 06/16/2023]
Abstract
Over the past decades, rapid industrialization along with the overutilization of organic pollutants/pesticides has altered the environmental circumstances. Moreover, various anthropogenic, xenobiotics and natural activities also affected plants, soil, and human health, in both direct and indirect ways. To counter this, several conventional methods are currently practiced, but are uneconomical, noxious, and is yet inefficient for large-scale application. Plant-microbe interactions are mediated naturally in an ecosystem and are practiced in several areas. Plant growth promoting rhizobacteria (PGPR) possess certain attributes affecting plant and soil consequently performing decontamination activity via a direct and indirect mechanism. PGPR also harbors indispensable genes stimulating the mineralization of several organic and inorganic compounds. This makes microbes potential candidates for contributing to sustainably remediating the harmful pesticide contaminants. There is a limited piece of information about the plant-microbe interaction pertaining predict and understand the overall interaction concerning a sustainable environment. Therefore, this review focuses on the plant-microbe interaction in the rhizosphere and inside the plant's tissues, along with the utilization augmenting the crop productivity, reduction in plant stress along with decontamination of pesticides/organic pollutants in soil for sustainable environmental management.
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Affiliation(s)
- Kalpana Bhatt
- Department of Food Science, Purdue University, West Lafayette, IN, 47907, USA.
| | - Deep Chandra Suyal
- Department of Microbiology, Akal College of Basic Sciences, Eternal University, Baru Sahib, Sirmour, Himachal Pradesh, India.
| | - Saurabh Kumar
- ICAR-Research Complex for Eastern Region, Patna, 800014, Bihar, India
| | - Kuldeep Singh
- Department of Microbiology, Chaudhary Charan Singh Haryana Agricultural University, Hisar, 125004, India
| | - Priya Goswami
- Department of Biotechnology, Mangalayatan University, Uttar Pradesh, India
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7
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Li K, Cheng K, Wang H, Zhang Q, Yang Y, Jin Y, He X, Wu R. Disentangling leaf-microbiome interactions in Arabidopsis thaliana by network mapping. FRONTIERS IN PLANT SCIENCE 2022; 13:996121. [PMID: 36275601 PMCID: PMC9583167 DOI: 10.3389/fpls.2022.996121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 08/26/2022] [Indexed: 06/16/2023]
Abstract
The leaf microbiota plays a key role in plant development, but a detailed mechanism of microbe-plant relationships remains elusive. Many genome-wide association studies (GWAS) have begun to map leaf microbes, but few have systematically characterized the genetics of how microbes act and interact. Previously, we integrated behavioral ecology and game theory to define four types of microbial interactions - mutualism, antagonism, aggression, and altruism, in a microbial community assembly. Here, we apply network mapping to identify specific plant genes that mediate the topological architecture of microbial networks. Analyzing leaf microbiome data from an Arabidopsis GWAS, we identify several heritable hub microbes for leaf microbial communities and detect 140-728 SNPs (Single nucleotide polymorphisms) responsible for emergent properties of microbial network. We reconstruct Bayesian genetic networks from which to identify 22-43 hub genes found to code molecular pathways related to leaf growth, abiotic stress responses, disease resistance and nutrition uptake. A further path analysis visualizes how genetic variants of Arabidopsis affect its fecundity through the internal workings of the leaf microbiome. We find that microbial networks and their genetic control vary along spatiotemporal gradients. Our study provides a new avenue to reveal the "endophenotype" role of microbial networks in linking genotype to end-point phenotypes in plants. Our integrative theory model provides a powerful tool to understand the mechanistic basis of structural-functional relationships within the leaf microbiome and supports the need for future research on plant breeding and synthetic microbial consortia with a specific function.
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Affiliation(s)
- Kaihang Li
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
| | - Kexin Cheng
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
| | - Haochen Wang
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
| | - Qi Zhang
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
| | - Yan Yang
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
| | - Yi Jin
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
| | - Xiaoqing He
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, Beijing, China
| | - Rongling Wu
- College of Biological Sciences and Technology, Beijing Forestry University, Beijing, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, Beijing Forestry University, Beijing, China
- Departments of Public Health Sciences and Statistics, Center for Statistical Genetics, The Pennsylvania State University, Hershey, PA, United States
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8
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Roy J, Mazel F, Dumack K, Bonkowski M, Rillig MC. Hierarchical phylogenetic community assembly of soil protists in a temperate agricultural field. Environ Microbiol 2022; 24:5498-5508. [PMID: 35837871 DOI: 10.1111/1462-2920.16134] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 06/27/2022] [Accepted: 07/09/2022] [Indexed: 11/27/2022]
Abstract
Protists are abundant, diverse and perform essential functions in soils. Protistan community structure and its change across time or space are traditionally studied at the species-level but the relative importance of the processes shaping these patterns depends on the taxon phylogenetic resolution. Using 18S rDNA amplicon data of the Cercozoa, a group of dominant soil protists, from an agricultural field in western Germany, we observed a turnover of relatively closely related taxa (from sequence variants to genus-level clades) across soil depth; while across soil habitats (rhizosphere, bulk soil, drilosphere) we observed turnover of relatively distantly related taxa, confirming Paracercomonadidae as a rhizosphere-associated clade. We extended our approach to show that closely related Cercozoa encounter divergent AM fungi across soil depth and that distantly related Cercozoa encounter closely related AM fungi across soil compartments. This study suggests that soil Cercozoa community assembly at the field-scale is driven by niche-based processes shaped by evolutionary legacy of adaptation to conditions primarily related to soil compartment, followed by soil layer, giving a deeper understanding on the selection pressures that shaped their evolution.
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Affiliation(s)
- Julien Roy
- Institut für Biologie, Ökologie der Pflanzen, Freie Universität Berlin, Berlin, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany
| | - Florent Mazel
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Kennet Dumack
- Terrestrial Ecology Group, Institute of Zoology, University of Cologne, Cologne, Germany
| | - Michael Bonkowski
- Terrestrial Ecology Group, Institute of Zoology, University of Cologne, Cologne, Germany
| | - Matthias C Rillig
- Institut für Biologie, Ökologie der Pflanzen, Freie Universität Berlin, Berlin, Germany.,Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), Berlin, Germany
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9
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Bashir I, War AF, Rafiq I, Reshi ZA, Rashid I, Shouche YS. Phyllosphere microbiome: Diversity and functions. Microbiol Res 2021; 254:126888. [PMID: 34700185 DOI: 10.1016/j.micres.2021.126888] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 09/15/2021] [Accepted: 09/30/2021] [Indexed: 12/28/2022]
Abstract
Phyllosphere or aerial surface of plants represents the globally largest and peculiar microbial habitat that inhabits diverse and rich communities of bacteria, fungi, viruses, cyanobacteria, actinobacteria, nematodes, and protozoans. These hyperdiverse microbial communities are related to the host's specific functional traits and influence the host's physiology and the ecosystem's functioning. In the last few years, significant advances have been made in unravelling several aspects of phyllosphere microbiology, including diversity and microbial community composition, dynamics, and functional interactions. This review highlights the current knowledge about the assembly, structure, and composition of phyllosphere microbial communities across spatio-temporal scales, besides functional significance of different microbial communities to the plant host and the surrounding environment. The knowledge will help develop strategies for modelling and manipulating these highly beneficial microbial consortia for furthering scientific inquiry into their interactions with the host plants and also for their useful and economic utilization.
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Affiliation(s)
- Iqra Bashir
- Department of Botany, University of Kashmir, Srinagar, 190006, Jammu and Kashmir, India.
| | - Aadil Farooq War
- Department of Botany, University of Kashmir, Srinagar, 190006, Jammu and Kashmir, India
| | - Iflah Rafiq
- Department of Botany, University of Kashmir, Srinagar, 190006, Jammu and Kashmir, India
| | - Zafar A Reshi
- Department of Botany, University of Kashmir, Srinagar, 190006, Jammu and Kashmir, India
| | - Irfan Rashid
- Department of Botany, University of Kashmir, Srinagar, 190006, Jammu and Kashmir, India
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10
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Walden S, Jauss RT, Feng K, Fiore-Donno AM, Dumack K, Schaffer S, Wolf R, Schlegel M, Bonkowski M. On the phenology of protists: recurrent patterns reveal seasonal variation of protistan (Rhizaria: Cercozoa and Endomyxa) communities in tree canopies. FEMS Microbiol Ecol 2021; 97:fiab081. [PMID: 34117748 PMCID: PMC8213970 DOI: 10.1093/femsec/fiab081] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 06/10/2021] [Indexed: 11/23/2022] Open
Abstract
Tree canopies are colonized by billions of highly specialized microorganisms that are well adapted to the highly variable microclimatic conditions, caused by diurnal fluctuations and seasonal changes. In this study, we investigated seasonality patterns of protists in the tree canopies of a temperate floodplain forest via high-throughput sequencing with group-specific primers for the phyla Cercozoa and Endomyxa. We observed consistent seasonality, and identified divergent spring and autumn taxa. Tree crowns were characterized by a dominance of bacterivores and omnivores, while eukaryvores gained a distinctly larger share in litter and soil communities on the ground. In the canopy seasonality was largest among communities detected on the foliar surface: In spring, higher variance within alpha diversity of foliar samples indicated greater heterogeneity during initial colonization. However, communities underwent compositional changes during the aging of leaves in autumn, highly reflecting recurring phenological changes during protistan colonization. Surprisingly, endomyxan root pathogens appeared to be exceptionally abundant across tree canopies during autumn, demonstrating a potential role of the canopy surface as a physical filter for air-dispersed propagules. Overall, about 80% of detected OTUs could not be assigned to known species-representing dozens of microeukaryotic taxa whose canopy inhabitants are waiting to be discovered.
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Affiliation(s)
- Susanne Walden
- Institute of Zoology, Terrestrial Ecology, University of Cologne, Zülpicher Str. 47b, 50674 Köln, Germany
| | - Robin-Tobias Jauss
- Institute of Biology, Biodiversity and Evolution, University of Leipzig, Talstraße 33, 04103 Leipzig, Germany
| | - Kai Feng
- CAS Key Laboratory for Environmental Biotechnology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, No. 18 Shuangqing Road, 100085 Beijing, China
- College of Resources and Environment, University of Chinese Academy of Sciences, No. 19(A) Yuquan Road, 100049 Beijing, China
| | - Anna Maria Fiore-Donno
- Institute of Zoology, Terrestrial Ecology, University of Cologne, Zülpicher Str. 47b, 50674 Köln, Germany
| | - Kenneth Dumack
- Institute of Zoology, Terrestrial Ecology, University of Cologne, Zülpicher Str. 47b, 50674 Köln, Germany
| | - Stefan Schaffer
- Institute of Biology, Molecular Evolution and Animal Systematics, University of Leipzig, Talstraße 33, 04103 Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle Jena Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Ronny Wolf
- Institute of Biology, Molecular Evolution and Animal Systematics, University of Leipzig, Talstraße 33, 04103 Leipzig, Germany
| | - Martin Schlegel
- Institute of Biology, Biodiversity and Evolution, University of Leipzig, Talstraße 33, 04103 Leipzig, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle Jena Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Michael Bonkowski
- Institute of Zoology, Terrestrial Ecology, University of Cologne, Zülpicher Str. 47b, 50674 Köln, Germany
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11
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Høyer AK, Hodkinson TR. Hidden Fungi: Combining Culture-Dependent and -Independent DNA Barcoding Reveals Inter-Plant Variation in Species Richness of Endophytic Root Fungi in Elymus repens. J Fungi (Basel) 2021; 7:jof7060466. [PMID: 34207673 PMCID: PMC8226481 DOI: 10.3390/jof7060466] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 05/27/2021] [Accepted: 06/01/2021] [Indexed: 01/04/2023] Open
Abstract
The root endophyte community of the grass species Elymus repens was investigated using both a culture-dependent approach and a direct amplicon sequencing method across five sites and from individual plants. There was much heterogeneity across the five sites and among individual plants. Focusing on one site, 349 OTUs were identified by direct amplicon sequencing but only 66 OTUs were cultured. The two approaches shared ten OTUs and the majority of cultured endophytes do not overlap with the amplicon dataset. Media influenced the cultured species richness and without the inclusion of 2% MEA and full-strength MEA, approximately half of the unique OTUs would not have been isolated using only PDA. Combining both culture-dependent and -independent methods for the most accurate determination of root fungal species richness is therefore recommended. High inter-plant variation in fungal species richness was demonstrated, which highlights the need to rethink the scale at which we describe endophyte communities.
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12
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Jauss RT, Nowack A, Walden S, Wolf R, Schaffer S, Schellbach B, Bonkowski M, Schlegel M. To the canopy and beyond: Air dispersal as a mechanism of ubiquitous protistan pathogen assembly in tree canopies. Eur J Protistol 2021; 80:125805. [PMID: 34090087 DOI: 10.1016/j.ejop.2021.125805] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 05/07/2021] [Accepted: 05/11/2021] [Indexed: 01/19/2023]
Abstract
Cercozoa and Oomycota contain a huge biodiversity and important pathogens of forest trees and other vegetation. We analyzed air dispersal of these protistan phyla with an air sampler near-ground (~2 m) and in tree crowns (~25 m) of three tree species (oak, linden and ash) in a temperate floodplain forest in March (before leafing) and May (after leaf unfolding) 2019 with a cultivation-independent high-throughput metabarcoding approach. We found a high diversity of Cercozoa and Oomycota in air samples with 122 and 81 OTUs, respectively. Especially oomycetes showed a significant difference in community composition between both sampling dates. Differences in community composition between air samples in tree canopies and close to the ground were however negligible, and also tree species identity did not affect communities in air samples, indicating that the distribution of protistan propagules through the air was not spatially restricted in the forest ecosystem. OTUs of plant pathogens, whose host species did not occur in the forest, demonstrate dispersal of propagules from outside the forest biome. Overall, our results lead to a better understanding of the stochastic processes of air dispersal of protists and protistan pathogens, a prerequisite to understand the mechanisms of their community assembly in forest ecosystems.
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Affiliation(s)
- Robin-Tobias Jauss
- University of Leipzig, Institute of Biology, Biodiversity and Evolution, Talstraße 33, 04103 Leipzig, Germany.
| | - Anne Nowack
- University of Leipzig, Institute of Biology, Biodiversity and Evolution, Talstraße 33, 04103 Leipzig, Germany
| | - Susanne Walden
- University of Cologne, Institute of Zoology, Terrestrial Ecology, Zülpicher Straße 47b, 50674 Köln, Germany
| | - Ronny Wolf
- University of Leipzig, Institute of Biology, Molecular Evolution & Animal Systematics, Talstraße 33, 04103 Leipzig, Germany
| | - Stefan Schaffer
- University of Leipzig, Institute of Biology, Molecular Evolution & Animal Systematics, Talstraße 33, 04103 Leipzig, Germany; German Centre for Integrative Biodiversity Research (iDiv) Halle Jena Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany
| | - Barbara Schellbach
- Max Planck Institute for Evolutionary Anthropology, Department of Evolutionary Genetics, Deutscher Platz 6, 04103 Leipzig, Germany
| | - Michael Bonkowski
- University of Cologne, Institute of Zoology, Terrestrial Ecology, Zülpicher Straße 47b, 50674 Köln, Germany
| | - Martin Schlegel
- University of Leipzig, Institute of Biology, Biodiversity and Evolution, Talstraße 33, 04103 Leipzig, Germany; German Centre for Integrative Biodiversity Research (iDiv) Halle Jena Leipzig, Deutscher Platz 5e, 04103 Leipzig, Germany.
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13
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Abstract
Protists are mostly unicellular eukaryotes. Some protists are beneficial for plants, while others live as endosymbionts and can cause severe plant diseases. More detailed studies on plant-protist interactions exist only for plant pathogens and parasites. A number of protists live as inconspicuous endophytes and cause no visible disease symptoms, while others appear closely associated with the rhizosphere or phyllosphere of plants, but we still have only a vague understanding on their identities and functions. Here, we provide a protocol on how to assess the plant-associated protist community via Illumina-sequencing of ribosomal marker-amplicons and describe how to assign taxonomic affiliation to the obtained sequences.
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Affiliation(s)
- Kenneth Dumack
- Cluster of Excellence on Plant Sciences (CEPLAS), Terrestrial Ecology Group, Institute of Zoology, University of Cologne, Köln, Germany.
| | - Michael Bonkowski
- Cluster of Excellence on Plant Sciences (CEPLAS), Terrestrial Ecology Group, Institute of Zoology, University of Cologne, Köln, Germany
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14
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Rossmann M, Pérez-Jaramillo JE, Kavamura VN, Chiaramonte JB, Dumack K, Fiore-Donno AM, Mendes LW, Ferreira MMC, Bonkowski M, Raaijmakers JM, Mauchline TH, Mendes R. Multitrophic interactions in the rhizosphere microbiome of wheat: from bacteria and fungi to protists. FEMS Microbiol Ecol 2020; 96:5775476. [PMID: 32124916 DOI: 10.1093/femsec/fiaa032] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 02/28/2020] [Indexed: 11/14/2022] Open
Abstract
Plants modulate the soil microbiota by root exudation assembling a complex rhizosphere microbiome with organisms spanning different trophic levels. Here, we assessed the diversity of bacterial, fungal and cercozoan communities in landraces and modern varieties of wheat. The dominant taxa within each group were the bacterial phyla Proteobacteria, Actinobacteria and Acidobacteria; the fungi phyla Ascomycota, Chytridiomycota and Basidiomycota; and the Cercozoa classes Sarcomonadea, Thecofilosea and Imbricatea. We showed that microbial networks of the wheat landraces formed a more intricate network topology than that of modern wheat cultivars, suggesting that breeding selection resulted in a reduced ability to recruit specific microbes in the rhizosphere. The high connectedness of certain cercozoan taxa to bacteria and fungi indicated trophic network hierarchies where certain predators gain predominance over others. Positive correlations between protists and bacteria in landraces were preserved as a subset in cultivars as was the case for the Sarcomonadea class with Actinobacteria. The correlations between the microbiome structure and plant genotype observed in our results suggest the importance of top-down control by organisms of higher trophic levels as a key factor for understanding the drivers of microbiome community assembly in the rhizosphere.
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Affiliation(s)
- Maike Rossmann
- Laboratory of Environmental Microbiology, Embrapa Environment, Rodovia SP 340 km 125.5, 13918-110, Jaguariúna SP, Brazil
| | - Juan E Pérez-Jaramillo
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW); Institute of Biology, Leiden University, Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
| | - Vanessa N Kavamura
- Sustainable Agriculture Sciences, West Common, AL5 2JQ, Harpenden, Rothamsted Research, UK
| | - Josiane B Chiaramonte
- Laboratory of Environmental Microbiology, Embrapa Environment, Rodovia SP 340 km 125.5, 13918-110, Jaguariúna SP, Brazil
| | - Kenneth Dumack
- Institute of Zoology & Cluster of Excellence on Plant Sciences (CEPLAS), University of Cologne, Zülpicher Straße 47b, 50674 Köln, Germany
| | - Anna Maria Fiore-Donno
- Institute of Zoology & Cluster of Excellence on Plant Sciences (CEPLAS), University of Cologne, Zülpicher Straße 47b, 50674 Köln, Germany
| | - Lucas W Mendes
- Cell and Molecular Biology Laboratory, Center for Nuclear Energy in Agriculture CENA, University of Sao Paulo, Av. Centenário, 303, 13416-000, Piracicaba SP, Brazil
| | - Márcia M C Ferreira
- Laboratory of Theoretical and Applied Chemometrics, Department of Chemistry, State University of Campinas (UNICAMP), Rua Josué de Castro, s/n, 13083-970, Campinas SP, Brazil
| | - Michael Bonkowski
- Institute of Zoology & Cluster of Excellence on Plant Sciences (CEPLAS), University of Cologne, Zülpicher Straße 47b, 50674 Köln, Germany
| | - Jos M Raaijmakers
- Department of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW); Institute of Biology, Leiden University, Droevendaalsesteeg 10, 6708 PB, Wageningen, The Netherlands
| | - Tim H Mauchline
- Sustainable Agriculture Sciences, West Common, AL5 2JQ, Harpenden, Rothamsted Research, UK
| | - Rodrigo Mendes
- Laboratory of Environmental Microbiology, Embrapa Environment, Rodovia SP 340 km 125.5, 13918-110, Jaguariúna SP, Brazil
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15
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Botnen SS, Thoen E, Eidesen PB, Krabberød AK, Kauserud H. Community composition of arctic root-associated fungi mirrors host plant phylogeny. FEMS Microbiol Ecol 2020; 96:fiaa185. [PMID: 32918451 PMCID: PMC7840110 DOI: 10.1093/femsec/fiaa185] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 09/08/2020] [Indexed: 12/15/2022] Open
Abstract
The number of plant species regarded as non-mycorrhizal increases at higher latitudes, and several plant species in the High-Arctic Archipelago Svalbard have been reported as non-mycorrhizal. We used the rRNA ITS2 and 18S gene markers to survey which fungi, as well as other micro-eukaryotes, were associated with roots of 31 arctic plant species not usually regarded as mycorrhizal in Svalbard. We assessed to what degree the root-associated fungi showed any host preference and whether the phylogeny of the plant hosts may mirror the composition of root-associated fungi. Fungal communities were largely structured according to host plant identity and to a less extent by environmental factors. We observed a positive relationship between the phylogenetic distance of host plants and the distance of fungal community composition between samples, indicating that the evolutionary history of the host plants plays a major role for which fungi colonize the plant roots. In contrast to the ITS2 marker, the 18S rRNA gene marker showed that chytrid fungi were prevalently associated with plant roots, together with a wide spectrum of amoeba-like protists and nematodes. Our study confirms that arbuscular mycorrhizal (AM) fungi are present also in arctic environments in low abundance.
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Affiliation(s)
- S S Botnen
- Section for Genetics and Evolutionary Biology (EVOGENE), Department of Biosciences, University of Oslo, PO Box 1066 Blindern, NO-0316 Oslo, Norway
- The University Centre in Svalbard, PO Box 156, NO-9171 Longyearbyen, Norway
- Oslo Metropolitan University, PO Box 4 St. Olavs plass, NO-0130 Oslo, Norway
| | - E Thoen
- Section for Genetics and Evolutionary Biology (EVOGENE), Department of Biosciences, University of Oslo, PO Box 1066 Blindern, NO-0316 Oslo, Norway
| | - P B Eidesen
- The University Centre in Svalbard, PO Box 156, NO-9171 Longyearbyen, Norway
| | - A K Krabberød
- Section for Genetics and Evolutionary Biology (EVOGENE), Department of Biosciences, University of Oslo, PO Box 1066 Blindern, NO-0316 Oslo, Norway
| | - H Kauserud
- Section for Genetics and Evolutionary Biology (EVOGENE), Department of Biosciences, University of Oslo, PO Box 1066 Blindern, NO-0316 Oslo, Norway
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16
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Leveau JH. A brief from the leaf: latest research to inform our understanding of the phyllosphere microbiome. Curr Opin Microbiol 2019; 49:41-49. [PMID: 31707206 DOI: 10.1016/j.mib.2019.10.002] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 10/03/2019] [Accepted: 10/04/2019] [Indexed: 01/05/2023]
Abstract
The plant leaf surface, or phyllosphere, represents a unique and challenging microbial biome with a diverse and dynamic community of commensal, parasitic, and mutualistic agents of microscopic proportions. This mini-review offers a digest of recently published research dedicated to the study of phyllosphere microbiota, framed in the context of processes and outcomes of microbial community assembly, structure, and (inter)activity in the phyllosphere, with particular focus on the contributions of environment, plant, and microbe, and on the potential benefits of interrogating those contributions at finer resolutions.
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Affiliation(s)
- Johan Hj Leveau
- Department of Plant Pathology, University of California, Davis, CA 95616, USA.
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