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Klümper U, Gionchetta G, Catão E, Bellanger X, Dielacher I, Elena AX, Fang P, Galazka S, Goryluk-Salmonowicz A, Kneis D, Okoroafor U, Radu E, Szadziul M, Szekeres E, Teban-Man A, Coman C, Kreuzinger N, Popowska M, Vierheilig J, Walsh F, Woegerbauer M, Bürgmann H, Merlin C, Berendonk TU. Environmental microbiome diversity and stability is a barrier to antimicrobial resistance gene accumulation. Commun Biol 2024; 7:706. [PMID: 38851788 PMCID: PMC11162449 DOI: 10.1038/s42003-024-06338-8] [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: 05/25/2023] [Accepted: 05/15/2024] [Indexed: 06/10/2024] Open
Abstract
When antimicrobial resistant bacteria (ARB) and genes (ARGs) reach novel habitats, they can become part of the habitat's microbiome in the long term if they are able to overcome the habitat's biotic resilience towards immigration. This process should become more difficult with increasing biodiversity, as exploitable niches in a given habitat are reduced for immigrants when more diverse competitors are present. Consequently, microbial diversity could provide a natural barrier towards antimicrobial resistance by reducing the persistence time of immigrating ARB and ARG. To test this hypothesis, a pan-European sampling campaign was performed for structured forest soil and dynamic riverbed environments of low anthropogenic impact. In soils, higher diversity, evenness and richness were significantly negatively correlated with relative abundance of >85% of ARGs. Furthermore, the number of detected ARGs per sample were inversely correlated with diversity. However, no such effects were present in the more dynamic riverbeds. Hence, microbiome diversity can serve as a barrier towards antimicrobial resistance dissemination in stationary, structured environments, where long-term, diversity-based resilience against immigration can evolve.
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Affiliation(s)
- Uli Klümper
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Giulia Gionchetta
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Surface Waters - Research and Management, Kastanienbaum, Switzerland
| | - Elisa Catão
- Université de Lorraine, Villers-lès-Nancy, France
- Université de Toulon, Toulon, France
| | | | - Irina Dielacher
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
| | - Alan Xavier Elena
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Peiju Fang
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Sonia Galazka
- AGES - Austrian Agency for Health and Food Safety, Department for Integrative Risk Assessment, Division for Risk Assessment, Data and Statistics, Vienna, Austria
| | - Agata Goryluk-Salmonowicz
- University of Warsaw, Faculty of Biology, Institute of Microbiology, Department of Bacterial Physiology, Warsaw, Poland
- Warsaw University of Life Sciences, Institute of Biology, Department of Biochemistry and Microbiology, Warsaw, Poland
| | - David Kneis
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Uchechi Okoroafor
- Maynooth University, Department of Biology, Kathleen Lonsdale Institute for Human Health, Maynooth, Co. Kildare, Ireland
| | - Elena Radu
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
- Romanian Academy of Science, Institute of Virology Stefan S. Nicolau, Bucharest, Romania
| | - Mateusz Szadziul
- University of Warsaw, Faculty of Biology, Institute of Microbiology, Department of Bacterial Physiology, Warsaw, Poland
| | - Edina Szekeres
- NIRDBS, Institute of Biological Research Cluj-Napoca, Cluj-Napoca, Romania
| | - Adela Teban-Man
- NIRDBS, Institute of Biological Research Cluj-Napoca, Cluj-Napoca, Romania
| | - Cristian Coman
- NIRDBS, Institute of Biological Research Cluj-Napoca, Cluj-Napoca, Romania
| | - Norbert Kreuzinger
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
| | - Magdalena Popowska
- University of Warsaw, Faculty of Biology, Institute of Microbiology, Department of Bacterial Physiology, Warsaw, Poland
| | - Julia Vierheilig
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
- Interuniversity Cooperation Centre Water & Health, Vienna, Austria
| | - Fiona Walsh
- Maynooth University, Department of Biology, Kathleen Lonsdale Institute for Human Health, Maynooth, Co. Kildare, Ireland
| | - Markus Woegerbauer
- AGES - Austrian Agency for Health and Food Safety, Department for Integrative Risk Assessment, Division for Risk Assessment, Data and Statistics, Vienna, Austria
| | - Helmut Bürgmann
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Surface Waters - Research and Management, Kastanienbaum, Switzerland
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Kanishka AM, Blanchard W, Lavery TH, Robinson NM, Dexter N, Dickman CR, MacGregor C, Lindenmayer DB. Environmental variables influence patterns of mammal co-occurrence following introduced predator control. PLoS One 2023; 18:e0292919. [PMID: 38032980 PMCID: PMC10688647 DOI: 10.1371/journal.pone.0292919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 10/02/2023] [Indexed: 12/02/2023] Open
Abstract
Co-occurring species often overlap in their use of resources and can interact in complex ways. However, shifts in environmental conditions or resource availability can lead to changes in patterns of species co-occurrence, which may be exacerbated by global escalation of human disturbances to ecosystems, including conservation-directed interventions. We investigated the relative abundance and co-occurrence of two naturally sympatric mammal species following two forms of environmental disturbance: wildfire and introduced predator control. Using 14 years of abundance data from repeat surveys at long-term monitoring sites in south-eastern Australia, we examined the association between a marsupial, the common brushtail possum Trichosurus vulpecula, and a co-occurring native rodent, the bush rat Rattus fuscipes. We asked: In a fox-controlled environment, are the abundances of common brushtail possums and bush rats affected by environmental disturbance and each other's presence? Using Bayesian regression models, we tested hypotheses that the abundance of each species would vary with changes in environmental and disturbance variables, and that the negative association between bush rats and common brushtail possums was stronger than the association between bush rats and disturbance. Our analyses revealed that bush rat abundance varied greatly in relation to environmental and disturbance variables, whereas common brushtail possums showed relatively limited variation in response to the same variables. There was a negative association between common brushtail possums and bush rats, but this association was weaker than the initial decline and subsequent recovery of bush rats in response to wildfires. Using co-occurrence analysis, we can infer negative relationships in abundance between co-occurring species, but to understand the impacts of such associations, and plan appropriate conservation measures, we require more information on interactions between the species and environmental variables. Co-occurrence can be a powerful and novel method to diagnose threats to communities and understand changes in ecosystem dynamics.
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Affiliation(s)
- Aurelie M. Kanishka
- Fenner School of Environment and Society, The Australian National University, Canberra, ACT, Australia
| | - Wade Blanchard
- Fenner School of Environment and Society, The Australian National University, Canberra, ACT, Australia
| | - Tyrone H. Lavery
- Fenner School of Environment and Society, The Australian National University, Canberra, ACT, Australia
- School of BioSciences, The University of Melbourne, Melbourne, Australia
| | - Natasha M. Robinson
- Fenner School of Environment and Society, The Australian National University, Canberra, ACT, Australia
- Conservation and Restoration Science Branch, Science, Economics and Insights Division, NSW Department of Planning and Environment, Australia
| | - Nick Dexter
- Booderee National Park, Jervis Bay Territory, Australia
| | - Chris R. Dickman
- School of Life and Environmental Sciences, The University of Sydney, Camperdown, NSW, Australia
| | - Christopher MacGregor
- Fenner School of Environment and Society, The Australian National University, Canberra, ACT, Australia
| | - David B. Lindenmayer
- Fenner School of Environment and Society, The Australian National University, Canberra, ACT, Australia
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Chen X, Qi X, Ren G, Chang R, Qin X, Liu G, Zhuang G, Ma A. Niche-mediated bacterial community composition in continental glacier alluvial valleys under cold and arid environments. Front Microbiol 2023; 14:1120151. [PMID: 36970702 PMCID: PMC10033870 DOI: 10.3389/fmicb.2023.1120151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 02/14/2023] [Indexed: 03/11/2023] Open
Abstract
Introduction Bacteria are an essential component of glacier-fed ecosystems and play a dominant role in driving elemental cycling in the hydrosphere and pedosphere. However, studies of bacterial community composition mechanisms and their potential ecological functions from the alluvial valley of mountain glaciers are extremely scarce under cold and arid environments. Methods Here, we analyzed the effects of major physicochemical parameters related to soil on the bacterial community compositions in an alluvial valley of the Laohugou Glacier No. 12 from the perspective of core, other, and unique taxa and explored their functional composition characteristics. Results and discussion The different characteristics of core, other, and unique taxa highlighted the conservation and difference in bacterial community composition. The bacterial community structure of the glacial alluvial valley was mainly affected by the above sea level, soil organic carbon, and water holding capacity. In addition, the most common and active carbon metabolic pathways and their spatial distribution patterns along the glacial alluvial valley were revealed by FAPTOTAX. Collectively, this study provides new insights into the comprehensive assessment of glacier-fed ecosystems in glacial meltwater ceasing or glacier disappearance.
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Affiliation(s)
- Xianke Chen
- Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
- Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China
- Sino-Danish Center for Education and Research, Beijing, China
| | - Xiangning Qi
- Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Ge Ren
- National Institute of Metrology, Beijing, China
| | - Ruiying Chang
- Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu, China
| | - Xiang Qin
- Qilian Shan Station of Glaciology and Eco-Environment, State Key Laboratory of Cryospheric Science, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou, China
| | - Guohua Liu
- Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Guoqiang Zhuang
- Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Anzhou Ma
- Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
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Chen Y, Wu Y, Dong Y, Li Y, Ge Z, George O, Feng G, Mao L. Extinction risk of Chinese angiosperms varies between woody and herbaceous species. DIVERS DISTRIB 2022. [DOI: 10.1111/ddi.13655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Affiliation(s)
- Yuheng Chen
- Co‐Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment Nanjing Forestry University Nanjing China
| | - Yongbin Wu
- College of Forestry and Landscape Architecture South China Agricultural University Guangzhou China
| | - Yuran Dong
- Co‐Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment Nanjing Forestry University Nanjing China
| | - Yao Li
- Co‐Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment Nanjing Forestry University Nanjing China
| | - Zhiwei Ge
- Co‐Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment Nanjing Forestry University Nanjing China
| | - Oduro George
- Co‐Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment Nanjing Forestry University Nanjing China
| | - Gang Feng
- School of Ecology and Environment Inner Mongolia University Hohhot China
| | - Lingfeng Mao
- Co‐Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment Nanjing Forestry University Nanjing China
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Liu J, Wang X, Liu J, Liu X, Zhang XH, Liu J. Comparison of assembly process and co-occurrence pattern between planktonic and benthic microbial communities in the Bohai Sea. Front Microbiol 2022; 13:1003623. [PMID: 36386657 PMCID: PMC9641972 DOI: 10.3389/fmicb.2022.1003623] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 09/05/2022] [Indexed: 10/10/2023] Open
Abstract
Unraveling the mechanisms structuring microbial community is a central goal in microbial ecology, but a detailed understanding of how community assembly processes relate to living habitats is still lacking. Here, via 16S rRNA gene amplicon sequencing, we investigated the assembly process of microbial communities in different habitats [water verse sediment, free-living (FL) verse particle-associated (PA)] and their impacts on the inter-taxa association patterns in the coastal Bohai Sea, China. The results showed clear differences in the composition and diversity of microbial communities among habitats, with greater dissimilarities between water column and sediment than between FL and PA communities. The microbial community assembly was dominated by dispersal limitation, ecological drift, and homogeneous selection, but their relative importance varied in different habitats. The planktonic communities were mainly shaped by dispersal limitation and ecological drift, whereas homogeneous selection played a more important role in structuring the benthic communities. Furthermore, the assembly mechanisms differed between FL and PA communities, especially in the bottom water with a greater effect of ecological drift and dispersal limitation on the FL and PA fractions, respectively. Linking assembly process to co-occurrence pattern showed that the relative contribution of deterministic processes (mainly homogeneous selection) increased under closer co-occurrence relationships. By contrast, stochastic processes exerted a higher effect when there were less inter-taxa connections. Overall, our findings demonstrate contrasting ecological processes underpinning microbial community distribution in different habitats including different lifestyles, which indicate complex microbial dynamic patterns in coastal systems with high anthropogenic perturbations.
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Affiliation(s)
- Jinmei Liu
- Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life Sciences, Ocean University of China, Qingdao, China
| | - Xiaolei Wang
- Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life Sciences, Ocean University of China, Qingdao, China
| | - Jiao Liu
- Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life Sciences, Ocean University of China, Qingdao, China
| | - Xiaoyue Liu
- Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life Sciences, Ocean University of China, Qingdao, China
| | - Xiao-Hua Zhang
- Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life Sciences, Ocean University of China, Qingdao, China
- Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
- Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
| | - Jiwen Liu
- Frontiers Science Center for Deep Ocean Multispheres and Earth System and College of Marine Life Sciences, Ocean University of China, Qingdao, China
- Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
- Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China
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Jiang LM, Sattar K, Lü GH, Hu D, Zhang J, Yang XD. Different contributions of plant diversity and soil properties to the community stability in the arid desert ecosystem. FRONTIERS IN PLANT SCIENCE 2022; 13:969852. [PMID: 36092411 PMCID: PMC9453452 DOI: 10.3389/fpls.2022.969852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 07/29/2022] [Indexed: 06/15/2023]
Abstract
As a one of the focuses of ecological research, understanding the regulation of plant diversity on community stability is helpful to reveal the adaption of plant to environmental changes. However, the relationship between plant diversity and community stability is still controversial due to the scale effect of its influencing factors. In this study, we compared the changes in community stability and different plant diversity (i.e., species, functional, and phylogenetic diversities) between three communities (i.e., riparian forest, ecotone community, and desert shrubs), and across three spatial scales (i.e., 100, 400, and 2500 m2), and then quantified the contribution of soil properties and plant diversity to community stability by using structural equation model (SEM) in the Ebinur Lake Basin Nature Reserve of the Xinjiang Uygur Autonomous Region in the NW China. The results showed that: (1) community stability differed among three communities (ecotone community > desert shrubs > riparian forest). The stability of three communities all decreased with the increase of spatial scale (2) species diversity, phylogenetic richness and the mean pairwise phylogenetic distance were higher in ecotone community than that in desert shrubs and riparian forest, while the mean nearest taxa distance showed as riparian forest > ecotone community > desert shrubs. (3) Soil ammonium nitrogen and total phosphorus had the significant direct negative and positive effects on the community stability, respectively. Soil ammonium nitrogen and total phosphorus also indirectly affected community stability by adjusting plant diversity. The interaction among species, functional and phylogenetic diversities also regulated the variation of community stability across the spatial scales. Our results suggested that the effect of plant diversities on community stability were greater than that of soil factors. The asynchronous effect caused by the changes in species composition and functional traits among communities had a positive impact on the stability. Our study provided a theoretical support for the conservation and management of biodiversity and community functions in desert areas.
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Affiliation(s)
- La-Mei Jiang
- College of Ecology and Environment, Xinjiang University, Ürümqi, China
- Key Laboratory of Oasis Ecology of Education Ministry, Xinjiang University, Ürümqi, China
- Xinjiang Jinghe Observation and Research Station of Temperate Desert Ecosystem, Ministry of Education, Jinghe, China
| | - Kunduz Sattar
- Xinjiang Uygur Autonomous Region Forestry Planning Institute, Ürümqi, China
| | - Guang-Hui Lü
- College of Ecology and Environment, Xinjiang University, Ürümqi, China
- Key Laboratory of Oasis Ecology of Education Ministry, Xinjiang University, Ürümqi, China
- Xinjiang Jinghe Observation and Research Station of Temperate Desert Ecosystem, Ministry of Education, Jinghe, China
| | - Dong Hu
- College of Life Science, Northwest University, Xi’an, China
| | - Jie Zhang
- College of Ecology and Environment, Xinjiang University, Ürümqi, China
- Key Laboratory of Oasis Ecology of Education Ministry, Xinjiang University, Ürümqi, China
- Xinjiang Jinghe Observation and Research Station of Temperate Desert Ecosystem, Ministry of Education, Jinghe, China
| | - Xiao-Dong Yang
- College of Geography and Tourism Culture, Ningbo University, Ningbo, China
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