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Ramakrishnan DK, Jauernegger F, Hoefle D, Berg C, Berg G, Abdelfattah A. Unravelling the microbiome of wild flowering plants: a comparative study of leaves and flowers in alpine ecosystems. BMC Microbiol 2024; 24:417. [PMID: 39425049 PMCID: PMC11490174 DOI: 10.1186/s12866-024-03574-0] [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: 04/29/2024] [Accepted: 10/08/2024] [Indexed: 10/21/2024] Open
Abstract
BACKGROUND While substantial research has explored rhizosphere and phyllosphere microbiomes, knowledge on flower microbiome, particularly in wild plants remains limited. This study explores into the diversity, abundance, and composition of bacterial and fungal communities on leaves and flowers of wild flowering plants in their natural alpine habitat, considering the influence of environmental factors. METHODS We investigated 50 wild flowering plants representing 22 families across seven locations in Austria. Sampling sites encompassed varied soil types (carbonate/silicate) and altitudes (450-2760 m). Amplicon sequencing to characterize bacterial and fungal communities and quantitative PCR to assess microbial abundance was applied, and the influence of biotic and abiotic factors assessed. RESULTS Our study revealed distinct bacterial and fungal communities on leaves and flowers, with higher diversity and richness on leaves (228 fungal and 91 bacterial ASVs) than on flowers (163 fungal and 55 bacterial ASVs). In addition, Gammaproteobacteria on flowers and Alphaproteobacteria on leaves suggests niche specialization for plant compartments. Location significantly shaped both community composition and fungal diversity on both plant parts. Notably, soil type influenced community composition but not diversity. Altitude was associated with increased fungal species diversity on leaves and flowers. Furthermore, significant effects of plant family identity emerged within a subset of seven families, impacting bacterial and fungal abundance, fungal Shannon diversity, and bacterial species richness, particularly on flowers. CONCLUSION This study provides novel insights into the specific microbiome of wild flowering plants, highlighting adaptations to local environments and plant-microbe coevolution. The observed specificity indicates a potential role in plant health and resilience, which is crucial for predicting how microbiomes respond to changing environments, ultimately aiding in the conservation of natural ecosystems facing climate change pressures.
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Affiliation(s)
- Dinesh Kumar Ramakrishnan
- Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Max-Eyth Allee 100, 14469, Potsdam, Germany
- Institute for Biochemistry and Biology, University of Potsdam, 14476, Potsdam, Germany
| | - Franziska Jauernegger
- Institute of Environmental Biotechnology, Graz University of Technology, Petersgasse 12, 8010, Graz, Austria
| | - Daniel Hoefle
- Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Max-Eyth Allee 100, 14469, Potsdam, Germany
- Institute for Biochemistry and Biology, University of Potsdam, 14476, Potsdam, Germany
| | - Christian Berg
- Institute of Biology, Department of Plant Sciences, NAWI Graz, University of Graz, 8010, Graz, Austria
| | - Gabriele Berg
- Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Max-Eyth Allee 100, 14469, Potsdam, Germany
- Institute of Environmental Biotechnology, Graz University of Technology, Petersgasse 12, 8010, Graz, Austria
- Institute for Biochemistry and Biology, University of Potsdam, 14476, Potsdam, Germany
| | - Ahmed Abdelfattah
- Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Max-Eyth Allee 100, 14469, Potsdam, Germany.
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Duan Y, Siegenthaler A, Skidmore AK, Chariton AA, Laros I, Rousseau M, De Groot GA. Forest top canopy bacterial communities are influenced by elevation and host tree traits. ENVIRONMENTAL MICROBIOME 2024; 19:21. [PMID: 38581032 PMCID: PMC10998314 DOI: 10.1186/s40793-024-00565-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 03/26/2024] [Indexed: 04/07/2024]
Abstract
BACKGROUND The phyllosphere microbiome is crucial for plant health and ecosystem functioning. While host species play a determining role in shaping the phyllosphere microbiome, host trees of the same species that are subjected to different environmental conditions can still exhibit large degrees of variation in their microbiome diversity and composition. Whether these intra-specific variations in phyllosphere microbiome diversity and composition can be observed over the broader expanse of forest landscapes remains unclear. In this study, we aim to assess the variation in the top canopy phyllosphere bacterial communities between and within host tree species in the temperate European forests, focusing on Fagus sylvatica (European beech) and Picea abies (Norway spruce). RESULTS We profiled the bacterial diversity, composition, driving factors, and discriminant taxa in the top canopy phyllosphere of 211 trees in two temperate forests, Veluwe National Parks, the Netherlands and Bavarian Forest National Park, Germany. We found the bacterial communities were primarily shaped by host species, and large variation existed within beech and spruce. While we showed that there was a core microbiome in all tree species examined, community composition varied with elevation, tree diameter at breast height, and leaf-specific traits (e.g., chlorophyll and P content). These driving factors of bacterial community composition also correlated with the relative abundance of specific bacterial families. CONCLUSIONS While our results underscored the importance of host species, we demonstrated a substantial range of variation in phyllosphere bacterial diversity and composition within a host species. Drivers of these variations have implications at both the individual host tree level, where the bacterial communities differed based on tree traits, and at the broader forest landscape level, where drivers like certain highly plastic leaf traits can potentially link forest canopy bacterial community variations to forest ecosystem processes. We eventually showed close associations between forest canopy phyllosphere bacterial communities and host trees exist, and the consistent patterns emerging from these associations are critical for host plant functioning.
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Affiliation(s)
- Yiwei Duan
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Drienerlolaan 5, PO Box 217, 7500 AE, Enschede, The Netherlands.
| | - Andjin Siegenthaler
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Drienerlolaan 5, PO Box 217, 7500 AE, Enschede, The Netherlands
| | - Andrew K Skidmore
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Drienerlolaan 5, PO Box 217, 7500 AE, Enschede, The Netherlands
| | - Anthony A Chariton
- School of Natural Sciences, Macquarie University, Sydney, NSW, Australia
| | - Ivo Laros
- Wageningen Environmental Research, Wageningen UR, P.O. Box 46, 6700 AA, Wageningen, The Netherlands
| | - Mélody Rousseau
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Drienerlolaan 5, PO Box 217, 7500 AE, Enschede, The Netherlands
| | - G Arjen De Groot
- Wageningen Environmental Research, Wageningen UR, P.O. Box 46, 6700 AA, Wageningen, The Netherlands
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Wang W, Hu C, Chang Y, Wang L, Bi Q, Lu X, Zheng Z, Zheng X, Wu D, Niu B. Differentiated responses of the phyllosphere bacterial community of the yellowhorn tree to precipitation and temperature regimes across Northern China. FRONTIERS IN PLANT SCIENCE 2023; 14:1265362. [PMID: 37954985 PMCID: PMC10634255 DOI: 10.3389/fpls.2023.1265362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Accepted: 10/10/2023] [Indexed: 11/14/2023]
Abstract
Introduction As an ephemeral and oligotrophic environment, the phyllosphere harbors many highly diverse microorganisms. Importantly, it is known that their colonization of plant leaf surfaces is considerably influenced by a few abiotic factors related to climatic conditions. Yet how the dynamics of phyllosphere bacterial community assembly are shaped by detailed climatological elements, such as various bioclimatic variables, remains poorly understood. Methods Using high-throughput 16S rRNA gene amplicon sequencing technology, we analyzed the bacterial communities inhabiting the leaf surfaces of an oilseed tree, yellowhorn (Xanthoceras sorbifolium), grown at four sites (Yinchuan, Otogqianqi, Tongliao, and Zhangwu) whose climatic status differs in northern China. Results and Discussion We found that the yellowhorn phyllosphere's bacterial community was generally dominated by four phyla: Proteobacteria, Firmicutes, Actinobacteria, and Bacteroidetes. Nevertheless, bacterial community composition differed significantly among the four sampled site regions, indicating the possible impact of climatological factors upon the phyllosphere microbiome. Interestingly, we also noted that the α-diversities of phyllosphere microbiota showed strong positive or negative correlation with 13 bioclimatic factors (including 7 precipitation factors and 6 temperature factors). Furthermore, the relative abundances of 55 amplicon sequence variants (ASVs), including three ASVs representing two keystone taxa (the genera Curtobacterium and Streptomyces), exhibited significant yet contrary responses to the precipitation and temperature climatic variables. That pattern was consistent with all ASVs' trends of possessing opposite correlations to those two parameter classes. In addition, the total number of links and nodes, which conveys community network complexity, increased with rising values of most temperature variables. Besides that, remarkably positive relevance was found between average clustering coefficient and most precipitation variables. Altogether, these results suggest the yellowhorn phyllosphere bacterial community is capable of responding to variation in rainfall and temperature regimes in distinctive ways.
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Affiliation(s)
- Weixiong Wang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, China
- The Center for Basic Forestry Research, College of Forestry, Northeast Forestry University, Harbin, China
- College of Life Science, Northeast Forestry University, Harbin, China
| | - Congcong Hu
- Department of Mathematics, Shanghai Normal University, Shanghai, China
| | - Yu Chang
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, China
- College of Life Science, Northeast Forestry University, Harbin, China
| | - Libing Wang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
| | - Quanxin Bi
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China
| | - Xin Lu
- Chifeng Research Institute of Forestry Science, Chifeng, China
- National Forestry and Grassland Shiny-Leaved Yellowhorn Engineering and Technology Research Center, Chifeng, China
| | - Zhimin Zheng
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, China
- The Center for Basic Forestry Research, College of Forestry, Northeast Forestry University, Harbin, China
| | - Xiaoqi Zheng
- Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Di Wu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, China
- The Center for Basic Forestry Research, College of Forestry, Northeast Forestry University, Harbin, China
- College of Life Science, Northeast Forestry University, Harbin, China
| | - Ben Niu
- State Key Laboratory of Tree Genetics and Breeding, Northeast Forestry University, Harbin, China
- The Center for Basic Forestry Research, College of Forestry, Northeast Forestry University, Harbin, China
- College of Life Science, Northeast Forestry University, Harbin, China
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Chen J, Deng Z, Jiang Z, Sun J, Meng F, Zuo X, Wu L, Cao G, Cao S. Variations of rhizosphere and bulk soil microbial community in successive planting of Chinese fir ( Cunninghamia lanceolata). FRONTIERS IN PLANT SCIENCE 2022; 13:954777. [PMID: 36035716 PMCID: PMC9411970 DOI: 10.3389/fpls.2022.954777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 07/26/2022] [Indexed: 06/15/2023]
Abstract
Successive planting and monoculture, as common forest management methods, are widely used globally, especially in Chinese fir plantations in the subtropical areas of southern China. Although soil fertility depletion and productivity decline caused by successive planting have been widely reported, the underlying mechanism is still ambiguous. In this study, the composition and diversity of soil microorganisms (rhizosphere and bulk soils) in Chinese fir seedlings exposed to successive planting soils (first-generation Chinese fir seedings, FCP. second-generation Chinese fir seedings, SCP. third-generation Chinese fir seedings, TCP) and broadleaf tree species soil (Phoebe zhennan S. Lee et F. N. Wei, CK) were examined with high-throughput sequencing technology. Our findings revealed that the diversity and richness of bacterial and fungal communities were remarkably reduced in TCP than FCP and SCP, and were remarkably different between FCP and SCP. At the phylum level, the fungi with greatest relative abundance were Basidiomycota (5.74-32.88%) and Ascomycota (57.63-87.38%), while the bacteria with the greatest relative abundance were Acidobacteria (23.16-31.17%) and Proteobacteria (24.71-29.32%) for all treatments in both soil types. Additionally, the relative abundance of some pathogens (Penicillium and Burkholderia) was significantly higher in TCP than in FCP and SCP, suggesting that the presence of pathogens is an important factor in increasing the incidence of soil-borne sickness. Moreover, changes in fungal and bacterial communities were predominantly driven by soil dissolved organic carbon (DOC), DOC/DON ratio (DOCN), NO3 --N, microbial biomass carbon (MBC), and MBC/MBN ratio (MBCN). Overall, the long-term monoculture of Chinese fir promotes the microecological imbalance of rhizosphere and bulk soil, and remarkably reduced soil microbial community diversity. These results can provide a scientific support for the implementation of future management measures for fir plantations (e.g., fertilization, addition of microbial fungicides, and construction of mixed forests).
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Affiliation(s)
- Jiachen Chen
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou, China
- Chinese Fir Engineering Technology Research Center of the State Forestry and Grassland Administration, Fuzhou, China
- Key Laboratory of Forest Stress Physiology, Ecology and Molecular Biology, Fuzhou, China
| | - Zhifang Deng
- College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Zheng Jiang
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Jin Sun
- College of Agriculture, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Fangfang Meng
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou, China
- Chinese Fir Engineering Technology Research Center of the State Forestry and Grassland Administration, Fuzhou, China
- Key Laboratory of Forest Stress Physiology, Ecology and Molecular Biology, Fuzhou, China
| | - Xiaodong Zuo
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou, China
- Chinese Fir Engineering Technology Research Center of the State Forestry and Grassland Administration, Fuzhou, China
- Key Laboratory of Forest Stress Physiology, Ecology and Molecular Biology, Fuzhou, China
| | - Linkun Wu
- College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Guangqiu Cao
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou, China
- Chinese Fir Engineering Technology Research Center of the State Forestry and Grassland Administration, Fuzhou, China
- Key Laboratory of Forest Stress Physiology, Ecology and Molecular Biology, Fuzhou, China
| | - Shijiang Cao
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou, China
- Chinese Fir Engineering Technology Research Center of the State Forestry and Grassland Administration, Fuzhou, China
- Key Laboratory of Forest Stress Physiology, Ecology and Molecular Biology, Fuzhou, China
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Abadi VAJM, Sepehri M, Rahmani HA, Dolatabad HK, Shamshiripour M, Khatabi B. Diversity and abundance of culturable nitrogen-fixing bacteria in the phyllosphere of maize. J Appl Microbiol 2021; 131:898-912. [PMID: 33331107 DOI: 10.1111/jam.14975] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 12/09/2020] [Accepted: 12/11/2020] [Indexed: 01/15/2023]
Abstract
AIMS The present study aimed at gaining an insight into the abundance and genetic diversity of culturable N-fixing epiphyte bacteria on the phyllosphere of maize in arid and semi-arid regions of Iran. METHODS AND RESULTS Leaf samples of the maize variety, 'single cross 704' (Zea mays L.) were collected from different locations in Iran. The community of culturable N-fixing epiphyte bacteria present was examined by 16S rRNA sequencing, BOXAIR-polymerase chain reaction (PCR) and restricted fragment length polymorphisms analysis of 16S rRNA gene (16S-RFLP). Approximately, 31·82% of the 242 isolates were identified as N-fixers by cultivation of bacteria in Rennie medium and detection of their nifH gene. The N-fixers were affiliated with four bacterial phyla: Firmicutes, Proteobacteria, Actinobacteria and Bacteroidetes. 16S rRNA sequencing detected 16 genera and 24 different species in the identified phyla. The most dominant genus was Bacillus and the species identified were B. pumilus, B. amyloliquefaciens, B. subtilis, B. paralicheniformis, B. licheniformis, B. niabensis and B. megaterium. In total, 22 RFLP groups were present among the isolates originally identified as N-fixing bacteria. BOXAIR-PCR showed that there was a low similarity level among the N-fixing bacteria isolates, and genetic differentiation of individual strains was relatively great. CONCLUSIONS Our findings suggest that nitrogen-fixing epiphyte bacteria on the phyllosphere of maize may provide significant nitrogen input into arid and semi-arid ecosystem. SIGNIFICANCE AND IMPACT OF THE STUDY This research implies that phyllosphere epiphyte diazotrophs have much to offer in sustainable agriculture and can be an alternative to chemical N-fertilizers for providing nitrogen to crops arid and semi-arid regions.
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Affiliation(s)
- V A J M Abadi
- Department of Soil Science, School of Agriculture, Shiraz University, Shiraz, Iran
| | - M Sepehri
- Department of Soil Science, School of Agriculture, Shiraz University, Shiraz, Iran
| | - H A Rahmani
- Soil and Water Research Institute, Agriculture Research, Education and Extension Organization, Karaj, Iran
| | - H K Dolatabad
- Soil and Water Research Institute, Agriculture Research, Education and Extension Organization, Karaj, Iran
| | - M Shamshiripour
- Soil and Water Research Institute, Agriculture Research, Education and Extension Organization, Karaj, Iran
| | - B Khatabi
- Department of Agriculture, Food and Resource Sciences, University of Maryland Eastern Shore, Princess Anne, MD, USA
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Wu Y, Qu M, Pu X, Lin J, Shu B. Distinct microbial communities among different tissues of citrus tree Citrus reticulata cv. Chachiensis. Sci Rep 2020; 10:6068. [PMID: 32269258 PMCID: PMC7142118 DOI: 10.1038/s41598-020-62991-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 03/18/2020] [Indexed: 11/17/2022] Open
Abstract
Plant microbiota colonize all organs of a plant and play crucial roles including supplying nutrients to plants, stimulating seed germination, promoting plant growth, and defending plants against biotic and abiotic stress. Because of the economic importance, interactions between citrus and microbes have been studied relatively extensively, especially citrus-pathogen interactions. However, the spatial distribution of microbial taxa in citrus trees remains under-studied. In this study, Citrus reticulata cv. Chachiensis was examined for the spatial distribution of microbes by sequencing 16S rRNA genes. More than 2.5 million sequences were obtained from 60 samples collected from soil, roots, leaves, and phloem. The dominant microbial phyla from all samples were Proteobacteria, Actinobacteria and Acidobacteria. The composition and structure of microbial communities in different samples were analyzed by PCoA, CAP, Anosim and MRPP methods. Variation in microbial species between samples were analyzed and the indicator microbes of each sample group were identified. Our results suggested that the microbial communities from different tissues varied significantly and the microenvironments of tree tissues could affect the composition of its microbial community.
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Affiliation(s)
- Yongxian Wu
- Guangzhou City Key Laboratory of Subtropical Fruit Trees Outbreak Control, Zhongkai University of Agriculture and Engineering, Guangzhou, China
| | - Mengqiu Qu
- Guangzhou City Key Laboratory of Subtropical Fruit Trees Outbreak Control, Zhongkai University of Agriculture and Engineering, Guangzhou, China
| | - Xinhua Pu
- Guangzhou City Key Laboratory of Subtropical Fruit Trees Outbreak Control, Zhongkai University of Agriculture and Engineering, Guangzhou, China
| | - Jintian Lin
- Guangzhou City Key Laboratory of Subtropical Fruit Trees Outbreak Control, Zhongkai University of Agriculture and Engineering, Guangzhou, China.
| | - Benshui Shu
- Guangzhou City Key Laboratory of Subtropical Fruit Trees Outbreak Control, Zhongkai University of Agriculture and Engineering, Guangzhou, China.
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