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Petkova M, Shilev S, Popova V, Neykova I, Minev N. Intercropping of Oats with Vetch Conducts to Improve Soil Bacteriome Diversity and Structure. Microorganisms 2025; 13:977. [PMID: 40431149 DOI: 10.3390/microorganisms13050977] [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: 03/25/2025] [Revised: 04/17/2025] [Accepted: 04/22/2025] [Indexed: 05/29/2025] Open
Abstract
Due to intensive crop cultivation, soil depletion has increased interest in intercropping, cover crops, and permanent land use. In our experiment, we investigated the effect of growing oats alone or together with vetch and green manure on the structure of the rhizosphere bacteriome. As a control, we used the bacteriome of bulk soil before sowing, during the growing season, and three months after green manure. The results revealed that its composition and structure change significantly due to the type of cultivation and the presence of plants. Plant roots had a significant impact by reducing pH and mobilizing nutrients. It was more evident in intercropping compared to the cultivation of oats alone. The rhizosphere bacteriome structure significantly differed from that of bulk soil. The different habitats in the rhizosphere and bulk soil led to a decrease in the representation of Proteobacteria and an increase in that of Actinobacteria. Intercropping contributed significantly to increased alpha diversity compared to the cultivation of oats alone and increased availability of nitrogen and potassium. The richness and inverse Simpson diversity index in the rhizosphere ranged from 7.361 to 8.015 across soils subjected to traditional oat cultivation or intercropping. However, the bacteriomes of the rhizosphere soil clustered together and were significantly different from those of the bulk soil. Our study provides a theoretical basis for understanding the influence of roots and cultivation type on bacteriome structure. It offers novel insights for soil management and plant health by reducing pathogens present in soil.
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Affiliation(s)
- Mariana Petkova
- Department of Microbiology and Environmental Biotechnologies, Agricultural University-Plovdiv, 4000 Plovdiv, Bulgaria
| | - Stefan Shilev
- Department of Microbiology and Environmental Biotechnologies, Agricultural University-Plovdiv, 4000 Plovdiv, Bulgaria
| | - Vanya Popova
- Department of Microbiology and Environmental Biotechnologies, Agricultural University-Plovdiv, 4000 Plovdiv, Bulgaria
| | - Ivelina Neykova
- Department of Microbiology and Environmental Biotechnologies, Agricultural University-Plovdiv, 4000 Plovdiv, Bulgaria
| | - Nikolay Minev
- Department of Agrochemistry and Soil Science, Agricultural University-Plovdiv, 4000 Plovdiv, Bulgaria
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Qin L, Ni B, Zou Y, Freeman C, Peng X, Yang L, Wang G, Jiang M. Deciphering soil environmental regulation on reassembly of the soil bacterial community during wetland restoration. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 954:176586. [PMID: 39349191 DOI: 10.1016/j.scitotenv.2024.176586] [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: 08/12/2024] [Revised: 09/17/2024] [Accepted: 09/26/2024] [Indexed: 10/02/2024]
Abstract
Soil bacteria are vital to regulate biogeochemical processes in wetlands, however, little is known about the patterns and mechanisms of soil bacterial re-organization during wetland restoration. Here, we used a space-for-time substitution approach and examined the ecological processes that drive soil bacterial assembly from cultivated to restored to natural wetlands. Results showed a decrease of soil bacterial α diversity and increase of bacterial community similarity and bacterial interaction (cooperation vs. competition) with years of restoration, which was dominantly influenced by deterministic processes. Identified bacterial keystone taxa (e.g. Variibacter, Acidibacter) with nutrient metabolism capacity exerted strong positive effect on bacterial interaction. Furthermore, changes of soil water condition and nutrient status showed dominantly direct positive effects on soil bacterial reassembly, while falling soil pH significantly promoted bacterial reassembly by increasing keystone taxa and bacterial interaction during wetland restoration. Overall, findings highlighted the crucial role of environmental filtering and its pathway in influencing keystone bacterial taxa that promotes the reassembly of bacterial community during wetland restoration. Our work thus provides a new crucial and timely insight for improving the management of soil bacterial community assembly within the plethora of current and future wetland restoration projects.
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Affiliation(s)
- Lei Qin
- State Key Laboratory of Black Soils Conservation and Utilization, Key Laboratory of Wetland Ecology and Environment, Heilongjiang Xingkai Lake Wetland Ecosystem National Observation and Research Station, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
| | - Bingbo Ni
- State Key Laboratory of Black Soils Conservation and Utilization, Key Laboratory of Wetland Ecology and Environment, Heilongjiang Xingkai Lake Wetland Ecosystem National Observation and Research Station, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yuanchun Zou
- State Key Laboratory of Black Soils Conservation and Utilization, Key Laboratory of Wetland Ecology and Environment, Heilongjiang Xingkai Lake Wetland Ecosystem National Observation and Research Station, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
| | - Chris Freeman
- School of Natural Sciences, Bangor University, Bangor LL57 2UW, UK
| | - Xiaojun Peng
- Heilongjiang Provincial Hydrology and Water Resources Center, Jixi 158100, China
| | - Liang Yang
- State Key Laboratory of Black Soils Conservation and Utilization, Key Laboratory of Wetland Ecology and Environment, Heilongjiang Xingkai Lake Wetland Ecosystem National Observation and Research Station, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
| | - Guodong Wang
- State Key Laboratory of Black Soils Conservation and Utilization, Key Laboratory of Wetland Ecology and Environment, Heilongjiang Xingkai Lake Wetland Ecosystem National Observation and Research Station, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China.
| | - Ming Jiang
- State Key Laboratory of Black Soils Conservation and Utilization, Key Laboratory of Wetland Ecology and Environment, Heilongjiang Xingkai Lake Wetland Ecosystem National Observation and Research Station, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China.
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Wang Y, Xue W, Lyu J, Yue M, Mao Z, Shen X, Wang X, Li Y, Li Q. Biotic Interactions Shape Soil Bacterial Beta Diversity Patterns along an Altitudinal Gradient during Invasion. Microorganisms 2024; 12:1972. [PMID: 39458281 PMCID: PMC11509125 DOI: 10.3390/microorganisms12101972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 09/20/2024] [Accepted: 09/26/2024] [Indexed: 10/28/2024] Open
Abstract
Invasive plants have already been observed in the understory of mountain forests, which are often considered a safe shelter for most native plants. Microorganisms might be drivers of plant invasions. Nevertheless, the mechanisms determining variations in microbial community composition (beta diversity) during invasion along altitudinal gradients remain to be elucidated. Here, the elevational patterns and the driving ecological processes (e.g., environmental filtering, co-occurrence patterns, and community assembly processes) of soil bacterial beta diversity were compared between invasive and native plants on the Qinling Mountains. The species turnover dominated bacterial compositional dissimilarities in both invasive and native communities, and its contribution to total beta diversity decreased during invasion. Total soil bacterial dissimilarities and turnover exhibited significant binominal patterns over an altitudinal gradient, with a tipping point of 1413 m. Further analysis showed that the contributions of assembly processes decreased in parallel with an increase in contributions of co-occurrence patterns during the invasion process, indicating that species interdependence rather than niche partitioning is strongly correlated with the bacterial biogeography of invasive communities. Plant invasion affects the relative contributions of stochastic processes and co-occurrence interactions through the regulation of the physiochemical characteristics of soil, and ultimately determines compositional dissimilarities and the components of the bacterial community along altitudinal gradients.
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Affiliation(s)
- Yuchao Wang
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
- Xi’an Ecological Monitoring and Restoration Engineering Technology Research Center, Xi’an 710061, China
- Shaanxi Key Laboratory of Qinling Ecological Security, Shaanxi Institute of Zoology, Xi’an 710061, China
| | - Wenyan Xue
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
| | - Jinlin Lyu
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
| | - Ming Yue
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
- Xi’an Ecological Monitoring and Restoration Engineering Technology Research Center, Xi’an 710061, China
- School of Life Sciences, Northwest University, Xi’an 710069, China
| | - Zhuxin Mao
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
| | - Xuejian Shen
- Forest Disease and Pest Control and Quarantine Station of Shangluo, Shangluo 726000, China
| | - Xue Wang
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- School of Life Sciences, Northwest University, Xi’an 710069, China
| | - Yang Li
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
| | - Qian Li
- Xi’an Botanical Garden of Shaanxi Province (Institute of Botany of Shaanxi Province), Xi’an 710061, China
- Shaanxi Engineering Research Centre for Conservation and Utilization of Botanical Resources, Xi’an 710061, China
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Schwob G, Almendras K, Veas-Mattheos K, Pezoa M, Orlando J. Host specialization and spatial divergence of bacteria associated with Peltigera lichens promote landscape gamma diversity. ENVIRONMENTAL MICROBIOME 2024; 19:57. [PMID: 39103916 DOI: 10.1186/s40793-024-00598-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 07/21/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND Lichens are micro-ecosystems relying on diverse microorganisms for nutrient cycling, environmental adaptation, and structural support. We investigated the spatial-scale dependency of factors shaping the ecological processes that govern lichen-associated bacteria. We hypothesize that lichens function as island-like habitats hosting divergent microbiomes and promoting landscape gamma-diversity. Three microenvironments -thalli, substrates, and neighboring soils- were sampled from four geographically overlapping species of Peltigera cyanolichens, spanning three bioclimatic zones in the Chilean Patagonia, to determine how bacterial diversity, assembly processes, ecological drivers, interaction patterns, and niche breadth vary among Peltigera microenvironments on a broad geographical scale. RESULTS The hosts' phylogeny, especially that of the cyanobiont, alongside climate as a secondary factor, impose a strong ecological filtering of bacterial communities within Peltigera thalli. This results in deterministically assembled, low diverse, and phylogenetically convergent yet structurally divergent bacterial communities. Host evolutionary and geographic distances accentuate the divergence in bacterial community composition of Peltigera thalli. Compared to soil and substrate, Peltigera thalli harbor specialized and locally adapted bacterial taxa, conforming sparse and weak ecological networks. CONCLUSIONS The findings suggest that Petigera thalli create fragmented habitats that foster landscape bacterial gamma-diversity. This underscores the importance of preserving lichens for maintaining a potential reservoir of specialized bacteria.
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Affiliation(s)
- Guillaume Schwob
- Instituto Milenio Biodiversidad de Ecosistemas Antárticos y Subantárticos (BASE), Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
- Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
| | - Katerin Almendras
- Instituto Milenio Biodiversidad de Ecosistemas Antárticos y Subantárticos (BASE), Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
- Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
| | - Karla Veas-Mattheos
- Instituto Milenio Biodiversidad de Ecosistemas Antárticos y Subantárticos (BASE), Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
- Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
| | - Matías Pezoa
- Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile
| | - Julieta Orlando
- Instituto Milenio Biodiversidad de Ecosistemas Antárticos y Subantárticos (BASE), Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile.
- Departamento de Ciencias Ecológicas, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago, 7800003, Chile.
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Mészárošová L, Kuťáková E, Kohout P, Münzbergová Z, Baldrian P. Plant effects on microbiome composition are constrained by environmental conditions in a successional grassland. ENVIRONMENTAL MICROBIOME 2024; 19:8. [PMID: 38268048 PMCID: PMC10809484 DOI: 10.1186/s40793-024-00550-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Accepted: 01/12/2024] [Indexed: 01/26/2024]
Abstract
BACKGROUND Below-ground microbes mediate key ecosystem processes and play a vital role in plant nutrition and health. Understanding the composition of the belowground microbiome is therefore important for maintaining ecosystem stability. The structure of the belowground microbiome is largely determined by individual plants, but it is not clear how far their influence extends and, conversely, what the influence of other plants growing nearby is. RESULTS To determine the extent to which a focal host plant influences its soil and root microbiome when growing in a diverse community, we sampled the belowground bacterial and fungal communities of three plant species across a primary successional grassland sequence. The magnitude of the host effect on its belowground microbiome varied among microbial groups, soil and root habitats, and successional stages characterized by different levels of diversity of plant neighbours. Soil microbial communities were most strongly structured by sampling site and showed significant spatial patterns that were partially driven by soil chemistry. The influence of focal plant on soil microbiome was low but tended to increase with succession and increasing plant diversity. In contrast, root communities, particularly bacterial, were strongly structured by the focal plant species. Importantly, we also detected a significant effect of neighbouring plant community composition on bacteria and fungi associating with roots of the focal plants. The host influence on root microbiome varied across the successional grassland sequence and was highest in the most diverse site. CONCLUSIONS Our results show that in a species rich natural grassland, focal plant influence on the belowground microbiome depends on environmental context and is modulated by surrounding plant community. The influence of plant neighbours is particularly pronounced in root communities which may have multiple consequences for plant community productivity and stability, stressing the importance of plant diversity for ecosystem functioning.
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Affiliation(s)
- Lenka Mészárošová
- Institute of Microbiology of the CAS, v. v. i., Vídeňská 1083, Prague 4, 142 20, Czech Republic.
- University of Chemistry and Technology, Technická 5, Praha 6, 166 28, Czech Republic.
| | - Eliška Kuťáková
- Institute of Botany of the CAS, v. v. i., Zámek 1, Průhonice, 252 43, Czech Republic
- Department of Botany, Faculty of Science, Charles University in Prague, Benátská 2, Prague 2, 128 01, Czech Republic
- Department of Forest Ecology and Management, Swedish University of Agricultural Sciences, Skogsmarksgränd 17, Umeå, 901 83, Sweden
| | - Petr Kohout
- Institute of Microbiology of the CAS, v. v. i., Vídeňská 1083, Prague 4, 142 20, Czech Republic
| | - Zuzana Münzbergová
- Institute of Botany of the CAS, v. v. i., Zámek 1, Průhonice, 252 43, Czech Republic
- Department of Botany, Faculty of Science, Charles University in Prague, Benátská 2, Prague 2, 128 01, Czech Republic
| | - Petr Baldrian
- Institute of Microbiology of the CAS, v. v. i., Vídeňská 1083, Prague 4, 142 20, Czech Republic
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Qu W, Zuo Y, Zhang Y, Wang J. Structure and assembly process of fungal communities in the Yangtze River Estuary. Front Microbiol 2024; 14:1220239. [PMID: 38260888 PMCID: PMC10800840 DOI: 10.3389/fmicb.2023.1220239] [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: 05/10/2023] [Accepted: 12/11/2023] [Indexed: 01/24/2024] Open
Abstract
Marine fungi are essential for the ecological function of estuarine ecosystems. However, limited studies have reported on the structure and assembly pattern of the fungal communities in estuaries. The purpose of this study is to reveal the structure and the ecological process of the fungal community in the Yangtze River Estuary (YRE) by using the amplicon sequencing method. Phyla of Ascomycota, Basidiomycota, and Chytridiomycota were dominant in the seawater and sediment samples from YRE. The null model analysis, community-neutral community model (NCM), and phylogenetic normalized stochasticity ratio (pNST) showed that the stochastic process dominated the assembly of fungal communities in YRE. Drift and homogeneous dispersal were the predominant stochastic processes for the fungal community assembly in seawater and sediment samples, respectively. The co-occurrence network analysis showed that fungal communities were more complex and closely connected in the sediment than in the seawater samples. Phyla Ascomycota, Basidiomycota, and Mucoromycota were the potential keystone taxa in the network. These findings demonstrated the importance of stochastic processes for the fungal community assembly, thereby widening our knowledge of the community structure and dynamics of fungi for future study and utilization in the YRE ecosystem.
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Affiliation(s)
| | | | | | - Jianxin Wang
- Marine Science and Technology College, Zhejiang Ocean University, Zhoushan, China
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Masumoto S, Kitagawa R, Kaneko R, Nishizawa K, Matsuoka S, Uchida M, Mori AS. Discrepancies of fungi and plants in the pattern of beta-diversity with environmental gradient imply a comprehensive community assembly rule. FEMS Microbiol Ecol 2023; 99:6965348. [PMID: 36581318 DOI: 10.1093/femsec/fiac157] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 10/24/2022] [Accepted: 12/28/2022] [Indexed: 12/31/2022] Open
Abstract
Beta-diversity partitioning has shown that the nestedness component is developed with environmental stress in a variety of taxa. However, soil fungal community may maintain its turnover components in contrast to the development of plants' nestedness component, and the potential causes remain unclear. To investigate the process of species turnover of soil fungi along a stress gradient in the Arctic, we divided species turnover component into sub-components: βsim_hete and βsim_homo representing species turnover with and without a change in the guilds, respectively. The results indicate that fungal communities maintain their turnover components, unlike plant communities; however, their βsim_hete increased under stressful conditions. Additionally, GDM analysis showed that βsim_hete was mainly explained by stress gradient and plant nestedness, suggesting that the functionality of soil fungi was ecologically filtered by environmental stress and plant community structure. The discordant trend of beta-diversity values between plant and fungi (i.e. development of plant nestedness and maintenance of fungal turnover) is possibly not caused by different assembly rules working in parallel on the two taxa, but according to an ecological rule that reflects plant-fungal interaction.
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Affiliation(s)
- Shota Masumoto
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba, Ibaraki 305-8572, Japan
| | - Ryo Kitagawa
- Kansai Research Center, Forestry and Forest Products Research Institute, Fushimi, Kyoto 612-0855, Japan
| | - Ryo Kaneko
- National Institute of Polar Research, Tachikawa, Tokyo 190-8518, Japan
| | - Keita Nishizawa
- Research Center for Advanced Science and Technology, the University of Tokyo, Meguro, Tokyo 153-8904, Japan
| | - Shunsuke Matsuoka
- Field Science Education and Research Center, Kyoto University, Nantan, Kyoto 601-0703, Japan
| | - Masaki Uchida
- National Institute of Polar Research, Tachikawa, Tokyo 190-8518, Japan.,School of Multidisciplinary Sciences, The Graduate University for Advanced Studies, Tachikawa, Tokyo 190-8518, Japan
| | - Akira S Mori
- Research Center for Advanced Science and Technology, the University of Tokyo, Meguro, Tokyo 153-8904, Japan
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