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Wainwright BJ, Leon J, Vilela E, Hickman KJE, Caldwell J, Aimone B, Bischoff P, Ohran M, Morelli MW, Arlyza IS, Marwayana ON, Zahn G. Wallace's line structures seagrass microbiota and is a potential barrier to the dispersal of marine bacteria. ENVIRONMENTAL MICROBIOME 2024; 19:23. [PMID: 38637894 PMCID: PMC11027274 DOI: 10.1186/s40793-024-00568-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/08/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND The processes that shape microbial biogeography are not well understood, and concepts that apply to macroorganisms, like dispersal barriers, may not affect microorganisms in the same predictable ways. To better understand how known macro-scale biogeographic processes can be applied at micro-scales, we examined seagrass associated microbiota on either side of Wallace's line to determine the influence of this cryptic dispersal boundary on the community structure of microorganisms. Communities were examined from twelve locations throughout Indonesia on either side of this theoretical line. RESULTS We found significant differences in microbial community structure on either side of this boundary (R2 = 0.09; P = 0.001), and identified seven microbial genera as differentially abundant on either side of the line, six of these were more abundant in the West, with the other more strongly associated with the East. Genera found to be differentially abundant had significantly smaller minimum cell dimensions (GLM: t923 = 59.50, P < 0.001) than the overall community. CONCLUSION Despite the assumed excellent dispersal ability of microbes, we were able to detect significant differences in community structure on either side of this cryptic biogeographic boundary. Samples from the two closest islands on opposite sides of the line, Bali and Komodo, were more different from each other than either was to its most distant island on the same side. We suggest that limited dispersal across this barrier coupled with habitat differences are primarily responsible for the patterns observed. The cryptic processes that drive macroorganism community divergence across this region may also play a role in the bigeographic patterns of microbiota.
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Affiliation(s)
- Benjamin J Wainwright
- Yale-NUS College, National University of Singapore, 16 College Avenue West, Singapore, 138527, Singapore.
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
| | - Josh Leon
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - Ernie Vilela
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - K J E Hickman
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
- Department of Biology, Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - Jensen Caldwell
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - Behlee Aimone
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - Porter Bischoff
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - Marissa Ohran
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - Magnolia W Morelli
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
| | - Irma S Arlyza
- Research Center for Oceanography, National Research and Innovation Agency (BRIN), Jl. Pasir Putih I, Ancol Timur, Jakarta, 14430, Indonesia
| | - Onny N Marwayana
- Research Center for Ecology and Ethnobiology, National Research and Innovation Agency (BRIN), Jl. Raya Jakarta-Bogor KM 46, Cibinong, Bogor, 16911, Indonesia
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles (UCLA), 610 Charles E. Young Drive South, Los Angeles, CA, 90095, USA
| | - Geoffrey Zahn
- Biology Department, Utah Valley University, 800 W University Parkway, Orem, UT, 84058, USA
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Chao H, Cai A, Heimburger B, Wu Y, Zhao D, Sun M, Hu F. Keystone taxa enhance the stability of soil bacterial communities and multifunctionality under steelworks disturbance. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 356:120664. [PMID: 38508006 DOI: 10.1016/j.jenvman.2024.120664] [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: 12/04/2023] [Revised: 02/19/2024] [Accepted: 03/11/2024] [Indexed: 03/22/2024]
Abstract
Continuous discharge of wastewater, emissions, and solid wastes from steelworks poses environmental risks to ecosystems. However, the role of keystone taxa in maintaining multifunctional stability during environmental disturbances remains poorly understood. To address this, we investigated the community diversity, assembly mechanisms, and soil multifunctionality of soils collected from within the steelworks (I), within 2.5 km radius from the steelworks (E), and from an undisturbed area (CK) in Jiangsu Province, China, via 16 S rRNA sequencing. Significant differences were found in the Chao1 and the richness indexes of the total taxa (p < 0.05), while the diversity of keystone taxa was not significant at each site (p > 0.05). The deterministic processes for total taxa were 42.9%, 61.9% and 47.7% in CK, E, and I, respectively. Steelworks stress increased the deterministicity of keystone taxa from 52.3% in CK to 61.9% in E and I soils. The average multifunctionality indices were 0.518, 0.506 and 0.513 for CK, E and I, respectively. Although the soil multifunctionality was positive correlated with α diversity of both the total and keystone taxa, the average degree of keystone taxa in functional network increased significantly (79.96 and 65.58, respectively), while the average degree of total taxa decreased (44.59 and 51.25, respectively) in the E and I. This suggests keystone taxa contribute to promoting the stability of ecosystems. With increasing disturbance, keystone taxa shift their function from basic metabolism (ribosome biogenesis) to detoxification (xenobiotics biodegradation, metabolism, and benzoate degradation). Here we show that keystone taxa are the most important factor in maintaining stable microbial communities and functions, providing new insights for mitigating pollution stress and soil health protection.
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Affiliation(s)
- Huizhen Chao
- Soil Ecology Lab, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization & Jiangsu Key Laboratory for Solid Organic Waste Utilization, Nanjing Agricultural University, Nanjing, 210095, China; J.F. Blumenbach Institute of Zoology and Anthropology, University of Gottingen, Untere Karspule 2, 37073, Gottingen, Germany
| | - Anjuan Cai
- Jiangsu Provincial Academy of Environmental Science, 210019, China
| | - Bastian Heimburger
- J.F. Blumenbach Institute of Zoology and Anthropology, University of Gottingen, Untere Karspule 2, 37073, Gottingen, Germany
| | - Yunling Wu
- Soil Ecology Lab, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization & Jiangsu Key Laboratory for Solid Organic Waste Utilization, Nanjing Agricultural University, Nanjing, 210095, China
| | - Duokai Zhao
- Soil Ecology Lab, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization & Jiangsu Key Laboratory for Solid Organic Waste Utilization, Nanjing Agricultural University, Nanjing, 210095, China
| | - Mingming Sun
- Soil Ecology Lab, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization & Jiangsu Key Laboratory for Solid Organic Waste Utilization, Nanjing Agricultural University, Nanjing, 210095, China.
| | - Feng Hu
- Soil Ecology Lab, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization & Jiangsu Key Laboratory for Solid Organic Waste Utilization, Nanjing Agricultural University, Nanjing, 210095, China
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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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