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Pylak M, Oszust K, Panek J, Siegieda D, Cybulska J, Zdunek A, Orzeł A, Frąc M. Impact of microbial-based biopreparations on soil quality, plant health, and fruit chemistry in raspberry cultivation. Food Chem 2025; 462:140943. [PMID: 39217744 DOI: 10.1016/j.foodchem.2024.140943] [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: 05/12/2024] [Revised: 07/27/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024]
Abstract
Application of microbial-based biopreparations as a pre-harvest strategy offers a method to obtain sustainable agricultural practices and could be an important approach for advancing food science, promoting sustainability, and meeting global food market demands. The impact of a bacterial-fungal biopreparation mixture on soil-plant-microbe interactions, fruit chemical composition and yield of 7 raspberry clones was investigated by examining the structural and functional profiles of microbial communities within leaves, fruits, and soil. Biopreparation addition caused the enhancement of the microbiological utilization of specific compounds, such as d-mannitol, relevant in plant-pathogen interactions and overall plant health. The biopreparation treatment positively affected the nitrogen availability in soil (9-160%). The analysis of plant stress marker enzymes combined with the evaluation of fruit quality and chemical properties highlight changes inducted by the pre-harvest biopreparation application. Chemical analyses highlight biopreparations' role in soil and fruit quality improvement, promoting sustainable agriculture. This effect was dependent on tested clones, showing increase of soluble solid content in fruits, concentration of polyphenols or the sensory quality of the fruits. The results of the next-generation sequencing indicated increase in the effective number of bacterial species after biopreparation treatment. The network analysis showed stimulating effect of biopreparation on microbial communities by enhancing microbial interactions (increasing the number of network edges up to 260%) of and affecting the proportions of mutual relationships between both bacteria and fungi. These findings show the potential of microbial-based biopreparation in enhancing raspberry production whilst promoting sustainable practices and maintaining environmental homeostasis and giving inshght in holistic understanding of microbial-based approaches for advancing food science monitoring.
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Affiliation(s)
- Michał Pylak
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Karolina Oszust
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Jacek Panek
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Dominika Siegieda
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Justyna Cybulska
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Artur Zdunek
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
| | - Agnieszka Orzeł
- Dr. Berry Innowacje i Tradycja, Juraszowa 73, 33-386 Podegrodzie, Poland.
| | - Magdalena Frąc
- Institute of Agrophysics, Polish Academy of Sciences, Doświadczalna 4, 20-290 Lublin, Poland.
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2
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Yang Z, Cui X, Fan X, Ruan Y, Xiang Z, Ji L, Gao H, Zhang M, Shan S, Liu W. "Active carbon" is more advantageous to the bacterial community in the rice rhizosphere than "stable carbon". Comput Struct Biotechnol J 2024; 23:1288-1297. [PMID: 38560279 PMCID: PMC10978811 DOI: 10.1016/j.csbj.2024.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 03/01/2024] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
Carbon materials are commonly used for soil carbon sequestration and fertilization, which can also affect crop growth by manipulating the rhizosphere bacterial community. However, the comparison of the differences between active carbon (e.g., organic fertilizers) and stable carbon (e.g., biochar) on rhizosphere microdomains is still unclear. Hence, a trial was implemented to explore the influence of control (CK, no fertilizer; NPK, chemical fertilizer), organic fertilizer (CF-O, organic fertilizer; CF-BO, biochar-based organic fertilizer) and biochar material (CF-B, perishable garbage biochar; CF-PMB, pig manure biochar) on the diversity, composition, and interaction of rice rhizosphere bacterial community through 16 S rRNA gene high-throughput sequencing. Our results demonstrate that organic fertilizer increases bacterial alpha-diversity compared to no-carbon supply treatment to the extend, whereas biochar has the opposite effect. The rhizosphere bacterial community composition showed pronounced variations among the various fertilization treatments. The relative abundance in Firmicutes decreased with organic fertilizer application, whereas that in Chloroflexi and Actinobacteria decreased with biochar application. Bacterial network analysis demonstrate that organic fertilizer enhances the complexity and key taxa of bacterial interactions, while biochar exhibits an opposing trend. The findings of our study indicate that organic fertilizer may contribute to a positive and advantageous impact on bacterial diversity and interaction in rice rhizosphere, whereas the influence of biochar is not as favorable and constructive. This study lays the foundation for elucidating the fate of the rhizosphere bacterial community following different carbon material inputs in the context of sustainable agricultural development.
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Affiliation(s)
- Zongkun Yang
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Xin Cui
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Xiaoge Fan
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Yefeng Ruan
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Zhennan Xiang
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Lingfei Ji
- Department of Biology, University of York, York, UK
| | - Han Gao
- State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment of China, Nanjing, China
| | - Min Zhang
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Shengdao Shan
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
| | - Wenbo Liu
- Key Laboratory of Recycling and Eco-treatment of Waste Biomass of Zhejiang Province, School of Environmental and Natural Resources, Zhejiang University of Science and Technology, Hangzhou, China
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3
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Berdaguer R, van der Wielen N, Lorenzo ZC, Testerink C, Karlova R. The bryophyte rhizoid-sphere microbiome responds to water deficit. PLANT, CELL & ENVIRONMENT 2024; 47:4754-4767. [PMID: 39078220 DOI: 10.1111/pce.15063] [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: 12/20/2023] [Revised: 07/12/2024] [Accepted: 07/15/2024] [Indexed: 07/31/2024]
Abstract
The roots of vascular plants are colonised by a multitude of microbes, which play an important role in plant health and stress resilience. Drought stress in particular is devastating for crop yield and causes major shifts in the rhizosphere microbial communities. However, the microbiome associated to the rhizoids (hereafter termed rhizoid-sphere) of the nonvascular bryophytes remains largely unexplored. Here, we use amplicon sequencing to explore the rhizoid-sphere microbiome of three bryophyte species under drought and well-watered conditions. Comparing rhizoid-sphere microbial communities associated with the two liverworts Marchantia polymorpha and Marchantia paleacea and the moss Physcomitrium patens showed characteristic differences in composition between host species and both conserved and unique changes under drought. At phylum level, these changes were similar to changes in the rhizosphere of angiosperms under drought. Furthermore, we observed strong differences in rhizoid-sphere colonisation between bryophyte species for taxa known for nitrogen fixation and plant growth promotion. Interestingly, M. polymorpha prioritised the growth of belowground organs under osmotic stress, as is the case for angiosperms under drought. Taken together, our results show interesting parallels between bryophytes and angiosperms in the relation with their rhizo(id-)sphere, suggesting evolutionary conservation among land plants in their response to drought stress.
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Affiliation(s)
- Roland Berdaguer
- Laboratory of Plant Physiology, Wageningen University, Wageningen, Netherlands
| | | | - Zulema Carracedo Lorenzo
- Laboratory of Plant Physiology, Wageningen University, Wageningen, Netherlands
- Laboratory of Entomology, Wageningen University, Wageningen, Netherlands
| | - Christa Testerink
- Laboratory of Plant Physiology, Wageningen University, Wageningen, Netherlands
| | - Rumyana Karlova
- Laboratory of Plant Physiology, Wageningen University, Wageningen, Netherlands
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4
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Ding K, Lu M, Zhang Y, Liu Q, Zhang Y, Li Y, Yang Q, Shen Z, Tong Z, Zhang J. Depth-dependent effects of forest diversification on soil functionality and microbial community characteristics in subtropical forests. Microbiol Res 2024; 289:127931. [PMID: 39442466 DOI: 10.1016/j.micres.2024.127931] [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: 09/14/2024] [Revised: 10/06/2024] [Accepted: 10/08/2024] [Indexed: 10/25/2024]
Abstract
Soil microbes are critical to the maintenance of forest ecosystem function and stability. Forest diversification, such as monocultures versus mixed forests stands, can strongly influence microbial community patterns and processes, as well as their role in soil ecosystem multifunctionality, such as in subtropical forest ecosystems. However, less is known about these patterns and processes vary with soil depth. Here, we investigated the results of an eight-year forest diversification field experiment comparing the soil ecosystem multifunctionality, bacterial and fungal community assembly, and network patterns in mixed versus monoculture plantations along vertical profiles (0-80 cm depth) in a subtropical region. We found that the introduction of broadleaf trees in coniferous monocultures led to enhanced synergies between multiple functions, thus improving soil multifunctionality. The effects of mixed plantations on the functional potential in top soils were greater than in deep soils, especially for carbon degradation genes (apu, xylA, cex, and glx). Microbial community assembly in the top layer, particularly in mixed plantations, was dominated by stochastic processes, whereas deterministic were more important in the deep layer. Soil microbial network complexity and stability were higher in the top layer of mixed plantations, but in the deep layer was monoculture. Interestingly, the changes in microbial communities and multifunctionality in the top layer were mainly related to variation in nutrients, whereas those in the deep were more influenced by soil moisture. Overall, we reveal positive effects of mixed forest stands on soil microbial characteristics and functionality compared to that of monocultures. Our findings highlighted the importance of enhancing functional diversity through the promotion of tree species diversity, and managers can better develop forest management strategies to promote soil health under global change scenarios.
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Affiliation(s)
- Kai Ding
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Meng Lu
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Yuting Zhang
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Qiyan Liu
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Yiman Zhang
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Yinrong Li
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Qi Yang
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China
| | - Zhenming Shen
- Agricultural and Rural Bureau of Lin'an District, Hangzhou, Zhejiang 311300, PR China.
| | - Zaikang Tong
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China.
| | - Junhong Zhang
- State Key Laboratory of Subtropical Silviculture, College of Forestry & Bio-technology, Zhejiang A&F University, Lin'an, Hangzhou, Zhejiang 311300, PR China.
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Yu S, Sheng Q, Sahito ZA, Wang W, Xu S, Lian J, Du P, Tong W, Feng Y, Yang X. Harmonizing soil restoration and microbial diversity: Insights from a Two-Year field experiment with Sedum-Rice rotation systems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 951:175336. [PMID: 39134265 DOI: 10.1016/j.scitotenv.2024.175336] [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: 04/30/2024] [Revised: 08/03/2024] [Accepted: 08/04/2024] [Indexed: 08/17/2024]
Abstract
Phytoremediation coupled with agroproduction (PCA) model contributes to sustainable agriculture and environmental management. This study investigated the impact of continuous cropping early/late season rice (RR) and Sedum alfredii-rice rotation (SR) on soil physical and chemical properties, as well as their relationships with soil microbial community. In 2022, SR treatment significantly increased pH value and organic matter content by 7 % and 17 %, respectively, compared to the levels in 2020, while RR treatment showed no change. RR treatment resulted in a significant decrease in soil concentrations of Ca, Mg, and K by 18.42 %, 29.01 %, and 7.77 %, respectively. Furthermore, SR treatment saw reductions of 29.62 % in total Cd and 38.30 % in DTPA extractable Cd in the soil. Over the two years, both treatments notably influenced the diversity, structure, and network of the rhizosphere bacterial and fungal communities, which are crucial for nutrient cycling and plant health. Notably, SR treatment exhibited a more complex network compared to RR, suggesting a greater impact on the interconnected systems. Therefore, these findings highlight the potential of Sedum rotation system to rehabilitate contaminated soils while supporting agricultural practices, which is essential for food security and environmental sustainability. This research direction holds promise for future exploration and application in the fields of phytoremediation and agroecology.
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Affiliation(s)
- Song Yu
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Qi Sheng
- Shenergy Environmental Technology Co., Ltd, Room 506, Building 8, Xixi Octagon City, Wuchang Street, Zhejiang Province, People's Republic of China
| | - Zulfiqar Ali Sahito
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Wenkai Wang
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Shunan Xu
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Jiapan Lian
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Pengtao Du
- 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, Nanjing Agricultural University, Nanjing 210095, Jiangsu, People's Republic of China
| | - Wenbin Tong
- Agricultural Technology Promotion Center, Qujiang District, Quzhou City, Zhejiang Province, People's Republic of China.
| | - Ying Feng
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Xiaoe Yang
- Ministry of Education (MOE) Key Laboratory of Environmental Remediation and Ecosystem Health, College of Environmental and Resources Science, Zhejiang University, Hangzhou 310058, People's Republic of China.
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6
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Webster CF, Kim WJ, Reguera G, Friesen ML, Beyenal H. Review: can bioelectrochemical sensors be used to monitor soil microbiome activity and fertility? Curr Opin Biotechnol 2024; 90:103222. [PMID: 39504624 DOI: 10.1016/j.copbio.2024.103222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 08/16/2024] [Accepted: 10/07/2024] [Indexed: 11/08/2024]
Abstract
This review presents current knowledge on applying bioelectrochemical sensors to monitor soil fertility through microbial activity and discusses future perspectives. Soil microbial activity is considered an indicator of soil fertility due to the interconnected relationship between soil nutrient composition, microbiome, and plant productivity. Similarities between soils and bioelectrochemical reactors provide the foundation for the design of bioelectrochemical sensors driven by microorganisms enriched as electrochemically active biofilms on polarized electrodes. The biofilm can exchange electrons with electrodes and metabolites with the nearby microbiome to generate electrochemical signals that inform of microbiome functions and nutrient bioavailability. Such mechanisms can be harnessed as a bioelectrochemical sensor for proxy monitoring of soil fertility to address the need for real-time monitoring of soils.
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Affiliation(s)
- Christina F Webster
- School of Chemical Engineering and Bioengineering, Voiland College of Engineering and Architecture Washington State University, Pullman, WA, United States
| | - Won-Jun Kim
- School of Chemical Engineering and Bioengineering, Voiland College of Engineering and Architecture Washington State University, Pullman, WA, United States
| | - Gemma Reguera
- Department of Microbiology, Genetics and Immunology, Michigan State University, East Lansing, MI, United States
| | - Maren L Friesen
- Department of Plant Pathology, Washington State University, Pullman, WA, United States
| | - Haluk Beyenal
- School of Chemical Engineering and Bioengineering, Voiland College of Engineering and Architecture Washington State University, Pullman, WA, United States.
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Palos-Fernández R, Aguilar-Pontes MV, Puebla-Planas G, Berger H, Studt-Reinhold L, Strauss J, Di Pietro A, López-Berges MS. Copper acquisition is essential for plant colonization and virulence in a root-infecting vascular wilt fungus. PLoS Pathog 2024; 20:e1012671. [PMID: 39495784 DOI: 10.1371/journal.ppat.1012671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 10/15/2024] [Indexed: 11/06/2024] Open
Abstract
Plant pathogenic fungi provoke devastating agricultural losses and are difficult to control. How these organisms acquire micronutrients during growth in the host environment remains poorly understood. Here we show that efficient regulation of copper acquisition mechanisms is crucial for plant colonization and virulence in the soilborne ascomycete Fusarium oxysporum, the causal agent of vascular wilt disease in more than 150 different crops. Using a combination of RNA-seq and ChIP-seq, we establish a direct role of the transcriptional regulator Mac1 in activation of copper deficiency response genes, many of which are induced during plant infection. Loss of Mac1 impaired growth of F. oxysporum under low copper conditions and abolishes pathogenicity on tomato plants and on the invertebrate animal host Galleria mellonella. Importantly, overexpression of two Mac1 target genes encoding a copper reductase and a copper transporter was sufficient to restore virulence in the mac1 mutant background. Our results establish a previously unrecognized role of copper reduction and uptake in fungal infection of plants and reveal new ways to protect crops from phytopathogens.
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Affiliation(s)
- Rafael Palos-Fernández
- Departamento de Genética, Campus de Excelencia Internacional Agroalimentario ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - María Victoria Aguilar-Pontes
- Departamento de Genética, Campus de Excelencia Internacional Agroalimentario ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - Gema Puebla-Planas
- Departamento de Genética, Campus de Excelencia Internacional Agroalimentario ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - Harald Berger
- Department of Applied Genetics and Cell Biology, Institute of Microbial Genetics, BOKU University, Vienna, Austria
| | - Lena Studt-Reinhold
- Department of Applied Genetics and Cell Biology, Institute of Microbial Genetics, BOKU University, Vienna, Austria
| | - Joseph Strauss
- Department of Applied Genetics and Cell Biology, Institute of Microbial Genetics, BOKU University, Vienna, Austria
| | - Antonio Di Pietro
- Departamento de Genética, Campus de Excelencia Internacional Agroalimentario ceiA3, Universidad de Córdoba, Córdoba, Spain
| | - Manuel Sánchez López-Berges
- Departamento de Genética, Campus de Excelencia Internacional Agroalimentario ceiA3, Universidad de Córdoba, Córdoba, Spain
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8
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Fan X, Matsumoto H, Xu H, Fang H, Pan Q, Lv T, Zhan C, Feng X, Liu X, Su D, Fan M, Ma Z, Berg G, Li S, Cernava T, Wang M. Aspergillus cvjetkovicii protects against phytopathogens through interspecies chemical signalling in the phyllosphere. Nat Microbiol 2024; 9:2862-2876. [PMID: 39103572 DOI: 10.1038/s41564-024-01781-z] [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: 10/09/2023] [Accepted: 07/09/2024] [Indexed: 08/07/2024]
Abstract
Resident microbiota produces small molecules that influence the chemical microenvironments on leaves, but its signalling roles in pathogen defence are not yet well understood. Here we show that Aspergillus cvjetkovicii, enriched in rice leaf microbiota, subverts Rhizoctonia solani infections via small-molecule-mediated interspecies signalling. 2,4-Di-tert-butylphenol (2,4-DTBP), identified as a key signalling molecule within the Aspergillus-enriched microbiota, effectively neutralizes reactive oxygen species-dependent pathogenicity by switching off bZIP-activated AMT1 transcription in R. solani. Exogenous application of A. cvjetkovicii and 2,4-DTBP demonstrated varying degrees of protective effects against R. solani infection in diverse crops, including cucumber, maize, soybean and tomato. In rice field experiments, they reduced the R. solani-caused disease index to 19.7-32.2%, compared with 67.2-82.6% in the control group. Moreover, 2,4-DTBP showed activity against other rice phytopathogens, such as Fusarium fujikuroi. These findings reveal a defensive strategy against phytopathogens in the phyllosphere, highlighting the potential of symbiotic microbiota-driven neutralization of pathogenicity.
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Affiliation(s)
- Xiaoyan Fan
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
- Institute of Environmental Biotechnology, Graz University of Technology, Graz, Austria
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, China
| | - Haruna Matsumoto
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Haorong Xu
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Hongda Fang
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Qianqian Pan
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Tianxing Lv
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Chengfang Zhan
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Xiaoxiao Feng
- Agricultural Experiment Station, Zhejiang University, Hangzhou, China
| | - Xiaoyu Liu
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
- Australian Research Council Centre of Excellence in Plant Energy Biology, The University of Western Australia, Perth, Western Australia, Australia
| | - Danrui Su
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China
| | - Mengyuan Fan
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
| | - Zhonghua Ma
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China
| | - Gabriele Berg
- Institute of Environmental Biotechnology, Graz University of Technology, Graz, Austria
- Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Potsdam, Germany
- Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Shaojia Li
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China.
| | - Tomislav Cernava
- Institute of Environmental Biotechnology, Graz University of Technology, Graz, Austria.
- School of Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK.
| | - Mengcen Wang
- State Key Laboratory of Rice Biology and Breeding, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, China.
- Ministry of Agricultural and Rural Affairs Laboratory of Molecular Biology of Crop Pathogens and Insects, Zhejiang University, Hangzhou, China.
- Key Laboratory of Biology of Crop Pathogens and Insects of Zhejiang Province, Institute of Pesticide and Environmental Toxicology, Zhejiang University, Hangzhou, China.
- Global Education Program for AgriScience Frontiers, Graduate School of Agriculture, Hokkaido University, Sapporo, Japan.
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9
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Yu J, Zheng Y, Song C, Chen S. New insights into the roles of fungi and bacteria in the development of medicinal plant. J Adv Res 2024; 65:137-152. [PMID: 38092299 PMCID: PMC11518954 DOI: 10.1016/j.jare.2023.12.007] [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: 08/08/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 01/02/2024] Open
Abstract
BACKGROUND The interaction between microorganisms and medicinal plants is a popular topic. Previous studies consistently reported that microorganisms were mainly considered pathogens or contaminants. However, with the development of microbial detection technology, it has been demonstrated that fungi and bacteria affect beneficially the medicinal plant production chain. AIM OF REVIEW Microorganisms greatly affect medicinal plants, with microbial biosynthesis a high regarded topic in medicinal plant-microbial interactions. However, it lacks a systematic review discussing this relationship. Current microbial detection technologies also have certain advantages and disadvantages, it is essential to compare the characteristics of various technologies. KEY SCIENTIFIC CONCEPTS OF REVIEW This review first illustrates the role of fungi and bacteria in various medicinal plant production procedures, discusses the development of microbial detection and identification technologies in recent years, and concludes with microbial biosynthesis of natural products. The relationship between fungi, bacteria, and medicinal plants is discussed comprehensively. We also propose a future research model and direction for further studies.
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Affiliation(s)
- Jingsheng Yu
- Institute of Herbgenomics, Chengdu University of Traditional Chinese Medicine, Chengdu 611137 China; Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700 China
| | - Yixuan Zheng
- Institute of Herbgenomics, Chengdu University of Traditional Chinese Medicine, Chengdu 611137 China
| | - Chi Song
- Institute of Herbgenomics, Chengdu University of Traditional Chinese Medicine, Chengdu 611137 China
| | - Shilin Chen
- Institute of Herbgenomics, Chengdu University of Traditional Chinese Medicine, Chengdu 611137 China; Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing 100700 China.
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10
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Behera PR, Behera KK, Sethi G, Prabina BJ, Bai AT, Sipra BS, Adarsh V, Das S, Behera KC, Singh L, Mishra MK, Behera M. Enhancing Agricultural Sustainability Through Rhizomicrobiome: A Review. J Basic Microbiol 2024; 64:e2400100. [PMID: 38899609 DOI: 10.1002/jobm.202400100] [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: 03/03/2024] [Revised: 05/02/2024] [Accepted: 05/19/2024] [Indexed: 06/21/2024]
Abstract
Sustainable agriculture represents the responsible utilization of natural resources while safeguarding the well-being of the natural environment. It encompasses the objectives of preserving the environment, fostering economic growth, and promoting socioeconomic equality. To achieve sustainable development for humanity, it is imperative to prioritize sustainable agriculture. One significant approach to achieving this transition is the extensive utilization of microbes, which play a crucial role due to the genetic reliance of plants on the beneficial functions provided by symbiotic microbes. This review focuses on the significance of rhizospheric microbial communities, also known as the rhizomicrobiome (RM). It is a complex community of microorganisms that live in the rhizosphere and influence the plant's growth and health. It provides its host plant with various benefits related to plant growth, including biocontrol, biofertilization, phytostimulation, rhizoremediation, stress resistance, and other advantageous properties. Yet, the mechanisms by which the RM contributes to sustainable agriculture remain largely unknown. Investigating this microbial population presents a significant opportunity to advance toward sustainable agriculture. Hence, this study aims to provide an overview of the diversity and applications of RM in sustainable agriculture practices. Lately, there has been growing momentum in various areas related to rhizobiome research and its application in agriculture. This includes rhizosphere engineering, synthetic microbiome application, agent-based modeling of the rhizobiome, and metagenomic studies. So, developing bioformulations of these beneficial microorganisms that support plant growth could serve as a promising solution for future strategies aimed at achieving a new green revolution.
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Affiliation(s)
| | | | - Gangadhar Sethi
- Department of Botany, Shailabala Women's Autonomous College, Cuttack, Odisha, India
| | - B Jeberlin Prabina
- Department of Soil Science and Agricultural Chemistry, VOC AGRL College and Research Institute, Killikulam, India
| | - A Thoyajakshi Bai
- Department of Plant Pathology, College of Agriculture, Jawarharlal Nehru Krishi Vishwavidyalaya, Jabalpur, Madhya Pradesh, India
| | - B S Sipra
- Department of Botany, Ravenshaw University, Cuttack, Odisha, India
| | - Varanasi Adarsh
- School of Agriculture, GIET University, Rayagada, Odisha, India
| | - Sasmita Das
- Department of Botany, College of Basic Science and Humanities, Odisha University of Agriculture & Technology, Bhubaneswar, Odisha, India
| | | | - Lakshmi Singh
- Department of Botany, College of Basic Science and Humanities, Odisha University of Agriculture & Technology, Bhubaneswar, Odisha, India
| | - Mihir Kumar Mishra
- Department of Plant Pathology, College of Agriculture, Odisha University of Agriculture & Technology, Bhubaneswar, Odisha, India
| | - Maheswari Behera
- School of Agriculture, GIET University, Rayagada, Odisha, India
- Department of Botany, College of Basic Science and Humanities, Odisha University of Agriculture & Technology, Bhubaneswar, Odisha, India
- Department of Plant Pathology, College of Agriculture, Odisha University of Agriculture & Technology, Bhubaneswar, Odisha, India
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11
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Yang ZN, Wang Y, Luo SQ. Effect of pathogen Globisporangium ultimum on plant growth and colonizing bacterial communities. Microbiol Res 2024; 290:127937. [PMID: 39489136 DOI: 10.1016/j.micres.2024.127937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 07/26/2024] [Accepted: 10/20/2024] [Indexed: 11/05/2024]
Abstract
Plants recruit plant-associated microbes from soil to enhance their growth and mitigate the adverse effects of pathogen invasion on plant health. How pathogens impact the interactions of the plant-associated microbes and plant growth is poorly understood. We established S-microsystems (sterile soil inoculated with 101 bacteria isolated from humus soil with Artemisia annua, Oryza sativa or Houttuynia cordata), and N-microsystems (natural soil with these plants) to evaluate the effects of the fungus Globisporangium ultimum on plant growth and their colonizing bacterial communities (CBCs). S-microsystems and N-microsystems were inoculated with and without G. ultimum, respectively. Their seedling growth and CBCs were investigated. Plant height and root numbers in A. annua, O. sativa and H. cordata S-microsystems with G. ultimum were 34.5 % and 52.8 %, 23.1 % and 31.3 %, 102.1 % and 45.0 % higher than those without G. ultimum, respectively. The CBCs were diverse among S-microsystems of A. annua, O. sativa and H. cordata, and the CBC abundances in the three S-microsystems without G. ultimum were higher than those with G. ultimum. The relative abundances of bacterial genera Rhizobium, Pseudomonas, Brevundimonas and Cupriavidus were significantly positively related to plant growth. We determined that the CBCs in A. annua, O. sativa and H. cordata were selective and related to the plant species, and can mitigate disadvantageous influences of G. ultimum on seedling growth. The plants and their CBCs' abundance and composition were differentially affected by G. ultimum. Our results provide evidence that CBCs promote plant growth due to dynamic changes in the composition and abundance of CBC members, which were affected by plant species and biotic factors.
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Affiliation(s)
- Zhan-Nan Yang
- Guizhou Key Laboratory for Mountainous Environment Information and Ecological Protection, Guizhou Normal University, Guizhou, Guiyang 550001, China
| | - Yu Wang
- School of Life Sciences, Guizhou Normal University, Guizhou, Guiyang 550001, China
| | - Shi-Qiong Luo
- School of Life Sciences, Guizhou Normal University, Guizhou, Guiyang 550001, China.
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12
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Qian W, Stanley KG, Aziz Z, Aziz U, Siciliano SD. SPLANG-a synthetic poisson-lognormal-based abundance and network generative model for microbial interaction inference algorithms. Sci Rep 2024; 14:25099. [PMID: 39443578 PMCID: PMC11499831 DOI: 10.1038/s41598-024-76513-8] [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: 01/24/2024] [Accepted: 10/14/2024] [Indexed: 10/25/2024] Open
Abstract
Microbes are pervasive and their interaction with each other and the environment can impact fields as diverse as health and agriculture. While network inference and related algorithms that use abundance data from pyrosequencing can infer microbial interaction networks, the ambiguity surrounding the actual underlying networks hampers the validation of these algorithms. This study introduces a generative model to synthesize both the underlying interactive network and observable abundance data, serving as a test bed for the existing and future network inference algorithms. We tested our generative model with four typical network inference algorithms; our results suggest that none of these algorithms demonstrate adequate accuracy for inferring ecologies of non-commensalistic species, either mutualistic or competitive. We further explored the potential for predictability by combining existing algorithms with an oracle algorithm built by fusing the results of several existing algorithms. The oracle algorithm reveals promising improvements in predictability, although it falls short when applied to networks characterized by dense interspecies taxa interactions. Our work underscores the need for the continued development and validation of algorithms to unravel the intricacies of microbial interaction networks.
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Affiliation(s)
- Weicheng Qian
- Computer Science, University of Saskatchewan, S7N5C9, Saskatoon, Canada
| | - Kevin G Stanley
- Computer Science, University of Victoria, V8W282, Victoria, Canada.
| | - Zohaib Aziz
- Computer Science, University of Saskatchewan, S7N5C9, Saskatoon, Canada
| | - Umair Aziz
- Computer Science, University of Saskatchewan, S7N5C9, Saskatoon, Canada
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13
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Ma J, Chen J, Zhang Q, Dong Y, Li Z, Xie J, Yang D, Zhou L, Yan D, Zhou B, Liu T. Black shank-mediated alteration of the community assembly of rhizosphere soil bacteria in tobacco. Front Microbiol 2024; 15:1428284. [PMID: 39507341 PMCID: PMC11538049 DOI: 10.3389/fmicb.2024.1428284] [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: 05/07/2024] [Accepted: 10/02/2024] [Indexed: 11/08/2024] Open
Abstract
Introduction There is a close and complex interaction between the elements in the aboveground-underground ecosystem during the growth and development of plants. Specifically, when the aboveground part of plants is infected by pathogens, it induces the plant rhizosphere to synthesize specific root exudates. Consequently, a group of beneficial rhizosphere soil bacteria is recruited to help plants resist diseases. However, the changes in the rhizosphere soil bacterial community of plants under infection by oomycete pathogens remain unknown. Methods Three experimental treatments were set up in this experiment: soils inoculated with P. nicotianae, no-inoculation with P. nicotianae, and a control. The control treatment was composed of soils without transplanted tobacco plants, with the pathogen inoculated twice at an interval of eight days to ensure a successful P. nicotianae infection. P. nicotianae inoculation treatments were designed using the hyphal block inoculation method. In the non-inoculation treatment, tobacco plants were grown normally without pathogen inoculation. The tobacco plants were grown in a greenhouse. Results This study demonstrates that tobacco plants recruit microorganisms at the rhizosphere level as a defense mechanism against disease after infection by the oomycete pathogen Phytophthora nicotianae. Specific rhizosphere soil bacteria were screened in vitro to promote tobacco growth in a biofilm-forming manner, which induced the systemic resistance of the plants to P. nicotianae. The recruitment of rhizosphere soil bacteria to the inter-root zone of tobacco plants after infection by P. nicotianae can help subsequently cultivated tobacco plants in the same soil resist pathogen infestation. Discussion In conclusion, the present study confirms that infestation caused by oomycete pathogens alters the composition of the plant rhizosphere soil bacterial community and recruits a specific group of beneficial microorganisms that induce disease resistance and promote plant growth, thereby maximizing the protection of progeny grown in the same soil against the disease.
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Affiliation(s)
- Junchi Ma
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Jili Chen
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Qing Zhang
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Yumei Dong
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Zhihua Li
- Tobacco Leaf Quality Inspection Section, Raw Material Department, Hongyun Honghe Tobacco (Group) Co., Ltd., Kunming, China
| | - Junqiu Xie
- Tobacco Leaf Quality Inspection Section, Raw Material Department, Hongyun Honghe Tobacco (Group) Co., Ltd., Kunming, China
| | - Dongmei Yang
- Tobacco Leaf Quality Inspection Section, Raw Material Department, Hongyun Honghe Tobacco (Group) Co., Ltd., Kunming, China
| | - Lequn Zhou
- Tobacco Leaf Quality Inspection Section, Raw Material Department, Hongyun Honghe Tobacco (Group) Co., Ltd., Kunming, China
| | - Dahao Yan
- Pharmaron Beijing Co., Ltd., Beijing, China
| | - Bo Zhou
- Technology Center of China Tobacco Yunnan Industrial Co., Ltd., Kunming, China
| | - Tao Liu
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
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14
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Jiang Q, Wang Y, Yu J, Wang J, Guo S, Liu D, Yu X, Jiang L, Long G, Xi D, Chen S, Wang Y, Ding W. Using fungal-bacterial community analysis to explore potential microbiomes to manage Meloidogyne incongnita. Front Microbiol 2024; 15:1415700. [PMID: 39502417 PMCID: PMC11534710 DOI: 10.3389/fmicb.2024.1415700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 10/10/2024] [Indexed: 11/08/2024] Open
Abstract
Rhizosphere microbial communities strongly affect outbreaks of root-knot nematode (RKN) disease. However, little is known about the interactions among fungi, bacteria and RKN. The bacterial and fungal community compositions in the rhizospheres of four representative tobacco varieties, both resistant and susceptible to RKN, were characterized using 16S rRNA gene sequencing for bacteria and internal transcribed spacer gene sequencing for fungi. Our findings revealed that the fungi played crucial roles in facilitating the cross-kingdom and symbiotic fungal-bacterial interactions to suppress RKN. Moreover, our investigation suggested Microbacterium as a potential microbial antagonist against RKN based on its enhanced presence in RKN-resistant tobacco genotypes, and the relative abundance of Microbacterium was 34.49% greater in the rhizosphere of resistant tobacco than that of susceptible tobacco significantly. Notably, the richness of fungal community enhanced tobacco's microbe-associated resistance to RKN through the positive regulation of the richness and diversity of bacterial community and the relative abundance of Microbacterium. This study underscores the critical role of the fungus-dominated fungal-bacterial community in bolstering tobacco resistance against RKN. The potential antagonistic role of Microbacterium presents promising avenues for innovative RKN management strategies.
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Affiliation(s)
- Qipeng Jiang
- College of Plant Protection, Southwest University, Chongqing, China
| | - Yong Wang
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Jiamin Yu
- Sichuan Branch of China Tobacco Corporation, Chengdu, China
| | - Jinfeng Wang
- College of Plant Protection, Southwest University, Chongqing, China
| | - Shiping Guo
- Sichuan Branch of China Tobacco Corporation, Chengdu, China
| | - Dongyang Liu
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Xiangwen Yu
- Sichuan Branch of China Tobacco Corporation, Chengdu, China
| | | | - Gang Long
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Daojiang Xi
- College of Plant Protection, Southwest University, Chongqing, China
| | - Shuhong Chen
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Yue Wang
- College of Plant Protection, Southwest University, Chongqing, China
| | - Wei Ding
- College of Plant Protection, Southwest University, Chongqing, China
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15
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Ginatt AA, Berihu M, Castel E, Medina S, Carmi G, Faigenboim-Doron A, Sharon I, Tal O, Droby S, Somera T, Mazzola M, Eizenberg H, Freilich S. A metabolic modeling-based framework for predicting trophic dependencies in native rhizobiomes of crop plants. eLife 2024; 13:RP94558. [PMID: 39417540 PMCID: PMC11486489 DOI: 10.7554/elife.94558] [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] [Indexed: 10/19/2024] Open
Abstract
The exchange of metabolites (i.e., metabolic interactions) between bacteria in the rhizosphere determines various plant-associated functions. Systematically understanding the metabolic interactions in the rhizosphere, as well as in other types of microbial communities, would open the door to the optimization of specific predefined functions of interest, and therefore to the harnessing of the functionality of various types of microbiomes. However, mechanistic knowledge regarding the gathering and interpretation of these interactions is limited. Here, we present a framework utilizing genomics and constraint-based modeling approaches, aiming to interpret the hierarchical trophic interactions in the soil environment. 243 genome scale metabolic models of bacteria associated with a specific disease-suppressive vs disease-conducive apple rhizospheres were drafted based on genome-resolved metagenomes, comprising an in silico native microbial community. Iteratively simulating microbial community members' growth in a metabolomics-based apple root-like environment produced novel data on potential trophic successions, used to form a network of communal trophic dependencies. Network-based analyses have characterized interactions associated with beneficial vs non-beneficial microbiome functioning, pinpointing specific compounds and microbial species as potential disease supporting and suppressing agents. This framework provides a means for capturing trophic interactions and formulating a range of testable hypotheses regarding the metabolic capabilities of microbial communities within their natural environment. Essentially, it can be applied to different environments and biological landscapes, elucidating the conditions for the targeted manipulation of various microbiomes, and the execution of countless predefined functions.
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Affiliation(s)
- Alon Avraham Ginatt
- Department of Natural Resources, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat IshayIsrael
- Department of Plant Pathology and Microbiology, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemRehovotIsrael
| | - Maria Berihu
- Department of Natural Resources, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat IshayIsrael
| | - Einam Castel
- Department of Natural Resources, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat IshayIsrael
| | - Shlomit Medina
- Department of Natural Resources, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat IshayIsrael
| | - Gon Carmi
- Bioinformatics Unit, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat YishayIsrael
| | - Adi Faigenboim-Doron
- Institute of Plant Sciences, Agricultural Research Organization (ARO), The Volcani CenterBeit DaganIsrael
| | - Itai Sharon
- Migal-Galilee Research InstituteKiryat ShmonaIsrael
- Faculty of Sciences and Technology, Tel-Hai Academic CollegeQiryat ShemonaIsrael
| | - Ofir Tal
- Kinneret Limnological Laboratory, Israel Oceanographic and Limnological ResearchMigdalIsrael
| | - Samir Droby
- Department of Postharvest Sciences, Agricultural Research Organization (ARO), The Volcani CenterRishon LeZionIsrael
| | - Tracey Somera
- United States Department of Agriculture-Agricultural Research Service Tree Fruits Research LabWenatcheeUnited States
| | - Mark Mazzola
- Department of Plant Pathology, Stellenbosch UniversityStellenboschSouth Africa
| | - Hanan Eizenberg
- Department of Natural Resources, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat IshayIsrael
| | - Shiri Freilich
- Department of Natural Resources, Newe Ya'ar Research Center, Agricultural Research Organization (Volcani Institute)Ramat IshayIsrael
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16
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Córdoba-Agudelo M, Arboleda-Rivera JC, Borrego-Muñoz DA, Ramírez-Cuartas CA, Pérez-Jaramillo JE. Key Chemical Soil Parameters for the Assembly of Rhizosphere Bacteria Associated with Avocado Cv Hass Grafted on Landrace Rootstocks. Curr Microbiol 2024; 81:412. [PMID: 39414630 PMCID: PMC11485190 DOI: 10.1007/s00284-024-03917-0] [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: 01/15/2024] [Accepted: 09/22/2024] [Indexed: 10/18/2024]
Abstract
Avocado cultivation holds significant economic importance in many countries, ranking Colombia as the fifth largest global producer. Particularly, the Hass cultivar plays a pivotal role in Colombia's avocado industry, especially in the Department of Antioquia, the primary export region. This cultivar is grown under diverse soil and climate conditions and exhibits considerable genetic polymorphism due to the hybridization of varieties of agronomic significance, leading to a diverse array of landrace rootstocks. However, the role of soil conditions and rootstock genotype in structuring rhizosphere bacterial communities is still lacking. In addressing this knowledge gap, we investigated the influence of two soil conditions on the structure of rhizosphere bacterial communities associated with two landrace genotypes of Persea americana cv. Hass, utilizing 16S rRNA sequencing. Notably, no significant differences related to genotypes were observed. This study reports that the rhizosphere bacterial microbiome remains consistent across avocado landrace rootstocks, while variations in key parameters such as phosphorus, pH, Mg, and Ca drive distinct rhizosphere effects. Our results reveal that despite the soils having similar management, increases in these crucial parameters can lead to bacterial communities with lower alpha diversity and a more complex co-occurrence network. In addition, we found substantial variations in beta diversity, bacterial composition, and metagenome predictions between the two farms, underscoring the role of soil variables in shaping the bacterial microbiome. These findings provide valuable insights into the factors influencing the bacterial communities that may play a role in the health and productivity of crops with agro-industrial potential, such as Hass avocado.
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Yao Z, Miao J, Wang B, Xu W, Wang Y, Lu Q, Zhang J. Comparative analysis of crop rotation systems: the impact of ginger ( Zingiber officinale) and sponge gourd ( Luffa aegyptiaca) residues on growth of Chinese cabbage ( Brassica rapa var. chinensis). FRONTIERS IN PLANT SCIENCE 2024; 15:1428943. [PMID: 39464282 PMCID: PMC11503195 DOI: 10.3389/fpls.2024.1428943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 09/13/2024] [Indexed: 10/29/2024]
Abstract
Continuous cropping in greenhouse cultivation often leads to increased pest and disease problems, reducing crop quality and yield. Crop rotation is a common strategy to address these issues. This study compared the growth of Chinese cabbage (Brassica rapa var. chinensis) following rotations with ginger (Zingiber officinale) and sponge gourd (Luffa aegyptiaca). The Chinese cabbage exhibited normal growth following ginger rotation but showed abnormal growth after sponge gourd rotation. The study investigated the underlying causes by analyzing soil physicochemical properties and rhizosphere microbial communities of Chinese cabbage using 16S rRNA and ITS sequencing. The results revealed that soil from ginger-Chinese cabbage rotation had higher levels of soil organic carbon (SOC) and available phosphorus (AP), but lower total nitrogen (TN) and available potassium (AK). Despite similar alpha-diversity for both bacterial and fungal communities, distinct bacterial and fungal community structures between two rotation cropping systems were observed. This suggests that even if the alpha-diversity does not change, the composition of the microbial community can shift in ways that might influence soil health and plant growth. Furthermore, redundancy analysis revealed a significant correlation between microbial community structures and soil physicochemical properties of two rotation cropping systems. The SOC and TN were revealed to be the most significant of the investigated soil physicochemical parameters with respect to the variation of both bacterial and fungal assemblages, respectively. The identified biomarkers in bacterial community composition further emphasize the potential for specific microbes to influence crop health positively or negatively. We found that the indicator genera of the bacterial community composition of the ginger-Chinese cabbage rotation system were Amycolatopsis (genus), Pseudonocardiales (order), Pseudonocardiaceae (family), and Amycolatopsis mediterranei, which are known as producers of secondary metabolites, such as antibiotics. These findings highlight the importance of crop selection in rotation strategies for optimizing agricultural outcomes.
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Affiliation(s)
- Zhangliang Yao
- Institute of Eco-Environmental Sciences, Jiaxing Academy of Agricultural Sciences, Jiaxing, China
| | | | - Baojun Wang
- Institute of Eco-Environmental Sciences, Jiaxing Academy of Agricultural Sciences, Jiaxing, China
| | - Weidong Xu
- Institute of Eco-Environmental Sciences, Jiaxing Academy of Agricultural Sciences, Jiaxing, China
| | - Yeqing Wang
- The Promotion Station of Plant Protection, Fertilizer Utilization and Rural Energy Technology of Jiaxing, Jiaxing, China
| | - Qiang Lu
- Institute of Eco-Environmental Sciences, Jiaxing Academy of Agricultural Sciences, Jiaxing, China
| | - Jidong Zhang
- Chongfu Zhang Jidong family farm, Jiaxing, China
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18
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Caravaca F, Torres P, Díaz G, Roldán A. Selective shifts in the rhizosphere microbiome during the drought season could explain the success of the invader Nicotiana glauca in semiarid ecosystems. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174444. [PMID: 38964394 DOI: 10.1016/j.scitotenv.2024.174444] [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: 03/21/2024] [Revised: 06/28/2024] [Accepted: 06/30/2024] [Indexed: 07/06/2024]
Abstract
The rhizosphere microbiome plays a crucial role in the ability of plants to colonize and thrive in stressful conditions such as drought, which could be decisive for the success of exotic plant invasion in the context of global climate change. The aim of this investigation was to examine differences in the composition, structure, and functional traits of the microbial community of the invader Nicotiana glauca R.C. Graham and native species growing at seven different Mediterranean semiarid locations under two distinct levels of water availability, corresponding to the wet and dry seasons. The results show that the phylum Actinobacteriota was an indicator phylum of the dry season as well as for the community of N. glauca. The dominant indicator bacterial families of the dry season were 67-14 (unclassified family), Pseudonocardiaceae, and Sphingomonadaceae, being relatively more abundant in the invasive rhizosphere. The relative abundances of the indicator fungal families Aspergillaceae (particularly the indicator genus Aspergillus), Glomeraceae, and Claroideoglomeraceae were higher in the invasive rhizosphere. The relative abundance of mycorrhizal fungi was higher in the invasive rhizosphere in the dry season (by about 40 % in comparison to that of native plants), without significant differences between invasive and native plants in the wet season. Bacterial potential functional traits related to energy and precursor metabolites production and also biosynthesis of cell wall, cofactors, vitamins, and amino acids as well as catabolic enzymes involved in the P cycle prevailed in the invasive rhizosphere under drought conditions. This study shows that the pronounced and beneficial shifts in the microbiome assembly and functions in the rhizosphere of N. glauca under conditions of low soil water availability can represent a clear advantage for its establishment.
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Affiliation(s)
- F Caravaca
- CSIC-Centro de Edafología y Biología Aplicada del Segura, Department of Soil and Water Conservation, P.O. Box 164, Campus de Espinardo 30100, Murcia, Spain.
| | - P Torres
- Universidad Miguel Hernández de Elche, Department of Applied Biology, Avda. Ferrocarril, s/n. Edf. Laboratorios-03202-Elche, Alicante, Spain
| | - G Díaz
- Universidad Miguel Hernández de Elche, Department of Applied Biology, Avda. Ferrocarril, s/n. Edf. Laboratorios-03202-Elche, Alicante, Spain
| | - A Roldán
- CSIC-Centro de Edafología y Biología Aplicada del Segura, Department of Soil and Water Conservation, P.O. Box 164, Campus de Espinardo 30100, Murcia, Spain
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Dang K, Ma Y, Liang H, Fan Z, Guo S, Li Z, Li H, Zhang S. Distinct planting patterns exert legacy effects on the networks and assembly of root-associated microbiomes in subsequent crops. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174276. [PMID: 38936715 DOI: 10.1016/j.scitotenv.2024.174276] [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: 04/20/2024] [Revised: 06/13/2024] [Accepted: 06/23/2024] [Indexed: 06/29/2024]
Abstract
Soil legacy effects from previous crops can significantly influence plant-soil interactions in crop rotations. However, the microbial mechanism underlying this effect in subsequent root-associated compartments remains unclear. We investigated the effects of planting patterns (four-year continuous maize [MM], three-year winter wheat and one-year maize rotation [WM], and three-year potato and one-year maize rotation [PM]) on the microbial composition and structure of root-associated compartments, the effect of distinct crops on subsequent microbial co-occurrence patterns, and the assembly mechanism by which the root-associated compartments (bulk soil, rhizosphere, and roots) in subsequent crops regulate the microbiome habitat. Compared with MM, the relative abundance of Acidobacteria in WM was 29.7 % lower, whereas that of Bacteroidota in PM was 37.9 % higher in all three compartments. The co-occurrence patterns of the microbial communities exhibited varied responses to different planting patterns. Indicator taxon analysis revealed less shared and specific species in the root bacterial and fungal networks. The planting pattern elicited specific responses from modules within bacterial and fungal co-occurrence networks in all three compartments. Moreover, the planting patterns and root-associated compartments collectively drove the assembly process of root-associated microorganisms. The neutral model showed that, compared with MM, the stochasticity of bacterial assembly decreased under WM and PM but increased for fungal assembly. WM and PM increased the relative effects of the homogenized dispersal of fungal assemblies in roots. We conclude that previous crops exhibit marked legacy effects in the root-associated microbiome. Therefore, soil heritage should not be ignored when discussing microbiome recruitment strategies and co-occurrence patterns in subsequent crops.
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Affiliation(s)
- Ke Dang
- The Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yifan Ma
- Dryland Agriculture Institute, Gansu Academy of Agricultural Sciences, Lanzhou, Gansu 730070, China
| | - Haofeng Liang
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Zihan Fan
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Shuqing Guo
- The Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhe Li
- College of Natural Resources and Environment, Northwest A&F University, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Hongbing Li
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China
| | - Suiqi Zhang
- The Research Center of Soil and Water Conservation and Ecological Environment, Chinese Academy of Sciences and Ministry of Education, Yangling, Shaanxi 712100, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Institute of Soil and Water Conservation, Chinese Academy of Sciences and Ministry of Water Resources, Yangling, Shaanxi 712100, China; University of Chinese Academy of Sciences, Beijing 100049, China; State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shaanxi 712100, China.
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Cawood GL, Ton J. Decoding resilience: ecology, regulation, and evolution of biosynthetic gene clusters. TRENDS IN PLANT SCIENCE 2024:S1360-1385(24)00241-3. [PMID: 39393973 DOI: 10.1016/j.tplants.2024.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 08/28/2024] [Accepted: 09/13/2024] [Indexed: 10/13/2024]
Abstract
Secondary metabolism is crucial for plant survival and can generate chemistry with nutritional, therapeutic, and industrial value. Biosynthetic genes of selected secondary metabolites cluster within localised chromosomal regions. The arrangement of these biosynthetic gene clusters (BGCs) challenges the long-held model of random gene order in eukaryotes, raising questions about their regulation, ecological significance, and evolution. In this review, we address these questions by exploring the contribution of BGCs to ecologically relevant plant-biotic interactions, while also evaluating the molecular-(epi)genetic mechanisms controlling their coordinated stress- and tissue-specific expression. Based on evidence that BGCs have distinct chromatin signatures and are enriched with transposable elements (TEs), we integrate emerging hypotheses into an updated evolutionary model emphasising how stress-induced epigenetic processes have shaped BGC formation.
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Affiliation(s)
- George Lister Cawood
- Plants, Photosynthesis and Soil, School of Biosciences, The University of Sheffield, Western Bank, Sheffield, S10 2TN, UK.
| | - Jurriaan Ton
- Plants, Photosynthesis and Soil, School of Biosciences, The University of Sheffield, Western Bank, Sheffield, S10 2TN, UK.
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Chen S, Jiang K, Xiang N, Hu J, Liu J, Cheng Y. A holistic field experimental inquiry into cadmium's migration and translocation dynamics across the entire growth spectrum of five Japonica rice cultivars. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 954:176744. [PMID: 39389135 DOI: 10.1016/j.scitotenv.2024.176744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 10/12/2024]
Abstract
The contamination of farmland soils with cadmium (Cd) poses a substantial threat to agricultural productivity, food security and safety, and ultimately human health. However, little research has been done on the Cd transport mechanisms in highly Cd polluted soil via field experiment. This study, from a field-scale perspective, examines the migration and transformation features of Cd throughout the growth cycle of five (C1, C2, C3, C4, H1) Japonica rice cultivars in Jiangsu Province, China. Analysis of pH, SOM, total Cd, DTPA-Cd, and microbial communities were conducted. C1 ~ C3 were classified as High Cd-accumulating rice (HC), while C4 and H1 were considered as low Cd-accumulating rice (LC) based on the Cd levels in their brown rice. Phloem was confirmed as the main pathway for Cd into rice grains in high-Cd soil. For the HC group, the Cd concentration in brown and polished rice was positively correlated with the Cd concentration in the leaves and spikes; while for the LC group, they were significantly positively correlated with the Cd concentration in both stem and spike (p < 0.05). The husks of the LC group were more effective in intercepting and sequestering Cd. It was revealed that 6 % ~ 9.09 % of the Cd content detected in the rice grains could be attributed to the internal translocation processes occurring within the plant itself, and approximately 90.91 % ~ 93.84 % of the Cd was traced back to the roots' absorption during grouting. Rice polishing decreased the Cd content from the level in the brown rice by 18 % ~ 47 %. Distinct microbial profiles separated rice rhizosphere from bulk soil, with the former favouring copiotrophs in nutrient-rich zones and the latter oligotrophs in lean conditions. This study delivers crucial data support from a field perspective for a deeper understanding and control of Cd migration and transformation processes in highly Cd-contaminated soil.
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Affiliation(s)
- Siyan Chen
- School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, China
| | - Kunwu Jiang
- School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, China
| | - Nuoyu Xiang
- School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, China
| | - Jie Hu
- School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, China
| | - Jinming Liu
- School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, China
| | - Yuanyuan Cheng
- School of Environmental Science and Engineering, Suzhou University of Science and Technology, Suzhou, China.
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22
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Zhang S, Sha Y, Tang Y, Li L, Wang F, Dong J, Li X, Gao Y, Gao X, Yuan H, Zhang J. Laboratory-Simulated Inhibitory Effects of the Floating-Bed Plants on Microcystis aeruginosa and Their Microbial Communities' Responses to Microcystins. Microorganisms 2024; 12:2035. [PMID: 39458344 PMCID: PMC11510027 DOI: 10.3390/microorganisms12102035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 10/04/2024] [Accepted: 10/05/2024] [Indexed: 10/28/2024] Open
Abstract
Three common floating bed plants, Eichhornia crassipes, Pistia stratiotes, and Ipomoea aquatica, were selected in the present study to investigate their inhibitory effects on toxic Microcystis aeruginosa. The results showed that all three types of floating-bed plants could considerably inhibit the growth of M. aeruginosa and effectively remove the microcystins (MCs) from water systems, among which, E. crassipes and P. stratiotes were more effective in resisting M. aeruginosa, and the removal rate of the intracellular MCs could be up to 100%. In addition, the roots and leaves of the three plants were enriched with a large number of MCs and demonstrated significant antioxidant responses, as evidenced by the increase in the content of catalase (CAT), glutathione peroxidase (GSH-PX), superoxide dismutase (SOD), and malondialdehyde (MDA) in the roots, stems, and leaves of the plants. Furthermore, this study also showed that Proteobacteria, Bacteroidota, Myxococcota, Verrucomicrobiota, and Actinobacteriota dominated the root microorganisms of the three plants. Moreover, a variety of MC-degrading bacteria, including Sphingomonas, Acinetobacter, Novosphingobium, and Pseudomonas, were found at the genus level, which further provides important basic data for the regulation of eutrophic water bodies and the removal of MCs.
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Affiliation(s)
- Shuwen Zhang
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Yuanpu Sha
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Yuanyuan Tang
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Longjie Li
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Feihu Wang
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Jing Dong
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Xuejun Li
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Yunni Gao
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Xiaofei Gao
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Huatao Yuan
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
| | - Jingxiao Zhang
- College of Fisheries, Henan Normal University, Jianshe Road, Xinxiang 453007, China; (S.Z.)
- Observation and Research Station on Water Ecosystem in Danjiangkou Reservoir of Henan Province, Nanyang 474450, China
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Sun H, Wang L, Chen F, Meng X, Zheng W, Peng H, Hao H, Chen H, Wang KJ. The modulation of intestinal commensal bacteria possibly contributes to the growth and immunity promotion in Epinephelus akaara after feeding the antimicrobial peptide Scy-hepc. Anim Microbiome 2024; 6:54. [PMID: 39380116 PMCID: PMC11459891 DOI: 10.1186/s42523-024-00342-3] [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: 07/17/2024] [Accepted: 10/02/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Our previous study revealed that feeding the antimicrobial peptide (AMP) product Scy-hepc significantly enhances the growth of mariculture fish through the activation of the GH-Jak2-STAT5-IGF1 axis. However, the contribution of gut microbiota to this growth enhancement remains unclear. This study aimed to elucidate the potential mechanism involved in intestinal absorption and modulation of gut microbiota in Epinephelus akaara following Scy-hepc feeding. RESULTS The results showed that a 35 day regimen of Scy-hpec markedly promoted the growth of E. akaara compared to groups supplemented with either florfenicol, B. subtilis, or a vector. The growth enhancement is likely attributed to alterations in microbiota colonization in the foregut and midgut, characterized by an increasing abundance of potential probiotics (Rhizobiaceae and Lysobacter) and a decreased abundance of opportunistic pathogens (Psychrobacter and Brevundimonas) as determined by 16S rRNA analysis. Additionally, similar to the effect of florfenicol feeding, Scy-hepc significantly improved host survival rate by over 20% in response to a lethal dose challenge with Edwardsiella tarda. Further investigations demonstrated that Scy-hepc is absorbed by the fish foregut (20-40 min) and midgut (20-30 min) as confirmed by Western blot, ELISA, and Immunofluorescence. The absorption of Scy-hepc affected the swimming, swarming and surfing motility of Vibrio harveyi and Bacillus thuringiensis isolated from E. akaara's gut. Moreover, Scy-hepc induced the downregulation of 40 assembly genes and the upregulation expression of 5, with the most significant divergence in gene expression between opportunistic pathogens and probiotics concentrated in their motility genes (PomA/B, MotA/B). CONCLUSIONS In summary, this study shows that feeding AMP Scy-hepc can promote growth and bolster immunity in E. akaara. These beneficial effects are likely due to the absorption of Scy-hepc in the fish's foregut and midgut, which modulates the colonization and motility of commensal bacteria, leading to favorable changes in the composition of the foregut and midgut microbiota. Therefore, a profound understanding of the mechanisms by which antimicrobial peptides affect host gut microbiota will contribute to a comprehensive assessment of their advantages and potential application prospects as substitutes for antibiotics in fish health and improving aquaculture practices.
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Affiliation(s)
- Hang Sun
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
| | - Luxi Wang
- Department of Physiology, School of Basic Medical Sciences, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Fangyi Chen
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
- State-Province Joint Engineering Laboratory of Marine Bioproducts and Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
- Fujian Innovation Research Institute for Marine Biological Antimicrobial Peptide Industrial Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
| | - Xiangyu Meng
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
| | - Wenbin Zheng
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
| | - Hui Peng
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
- State-Province Joint Engineering Laboratory of Marine Bioproducts and Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
- Fujian Innovation Research Institute for Marine Biological Antimicrobial Peptide Industrial Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
| | - Hua Hao
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
- State-Province Joint Engineering Laboratory of Marine Bioproducts and Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
- Fujian Innovation Research Institute for Marine Biological Antimicrobial Peptide Industrial Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
| | - Huiyun Chen
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China
- State-Province Joint Engineering Laboratory of Marine Bioproducts and Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
- Fujian Innovation Research Institute for Marine Biological Antimicrobial Peptide Industrial Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China
| | - Ke-Jian Wang
- State Key Laboratory of Marine Environmental Science, College of Ocean and Earth Sciences, Xiamen University, Xiang'an South Road, Xiamen, 361102, Fujian, China.
- State-Province Joint Engineering Laboratory of Marine Bioproducts and Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China.
- Fujian Innovation Research Institute for Marine Biological Antimicrobial Peptide Industrial Technology, College of Ocean and Earth Sciences, Xiamen University, Xiamen, Fujian, China.
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Gupta K, Tian Y, Eudes A, Scheller HV, Singh AK, Adams PD, Andeer PF, Northen TR. EcoFAB 3.0: a sterile system for studying sorghum that replicates previous field and greenhouse observations. FRONTIERS IN PLANT SCIENCE 2024; 15:1440728. [PMID: 39435021 PMCID: PMC11491363 DOI: 10.3389/fpls.2024.1440728] [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: 05/29/2024] [Accepted: 09/12/2024] [Indexed: 10/23/2024]
Abstract
Introduction Studying plant-microbe interactions is one of the key elements in understanding the path to sustainable agricultural practices. These interactions play a crucial role in ensuring survival of healthy plants, soil and microbial communities. Many platforms have been developed over the years to isolate these highly complex interactions however, these are designed for small model plants. This creates a need for complementary devices for larger plants, such as sorghum. Methods This work introduces a novel platform, EcoFAB 3.0, which is designed to enable studying bioenergy plants such as sorghum for up to 4 weeks in a controlled sterile environment. Several other advantages of this platform such as dark root chambers and user-friendly assembly are also discussed in this work. Results and discussion EcoFAB 3.0 was found to replicate previous greenhouse and field observations when comparing an engineered sorghum line overproducing 4-hydroxybenzoic acid (4-HBA) and wildtype (variety BTx430). Consistent with greenhouse and field observations, it was found that the engineered line of sorghum grown in EcoFAB 3.0 had a higher 4-HBA content and a lower dry biomass.
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Affiliation(s)
- Kshitiz Gupta
- Technology Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Yang Tian
- Feedstocks Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Aymerick Eudes
- Feedstocks Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Henrik V. Scheller
- Feedstocks Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Anup K. Singh
- Technology Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Engineering Directorate, Lawrence Livermore National Laboratory, Livermore, CA, United States
| | - Paul D. Adams
- Technology Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Peter F. Andeer
- Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Trent R. Northen
- Technology Division, Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
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Cheng X, Jiang L, Zhao X, Wang S, Li J, Luo C, Zhang G. Synergism of endophytic microbiota and plants promotes the removal of polycyclic aromatic hydrocarbons from the Alfalfa rhizosphere. JOURNAL OF HAZARDOUS MATERIALS 2024; 478:135513. [PMID: 39178770 DOI: 10.1016/j.jhazmat.2024.135513] [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: 05/15/2024] [Revised: 07/12/2024] [Accepted: 08/12/2024] [Indexed: 08/26/2024]
Abstract
Endophytic bacteria can promote plant growth and accelerate pollutant degradation. However, it is unclear whether endophytic consortia (Consortium_E) can stabilize colonisation and degradation. We inoculated Consortium_E into the rhizosphere to enhance endophytic bacteria survival and promote pollutant degradation. Rhizosphere-inoculated Consortium_E enhanced polycyclic aromatic hydrocarbon (PAH) degradation rates by 11.5-13.1 % compared with sole bioaugmentation and plant treatments. Stable-isotope-probing (SIP) showed that the rhizosphere-inoculated Consortium_E had the largest number of degraders (8 amplicon sequence variants). Furthermore, only microbes from Consortium_E were identified among the degraders in bioaugmentation treatments, indicating that directly participated in phenanthrene metabolism. Interestingly, Consortium_E reshaped the community structure of degraders without significantly altering the rhizosphere community structure, and strengthened the core position of degraders in the network, facilitating close interactions between degraders and non-degraders in the rhizosphere, which were crucial for ensuring stable functionality. The synergistic effect between plants and Consortium_E significantly enhanced the upregulation of aromatic hydrocarbon degradation and auxiliary degradation pathways in the rhizosphere. These pathways showed a non-significant increasing trend in the uninoculated rhizosphere compared with the control, indicating that Consortium_E primarily promotes rhizosphere effects. Our results explore the Consortium_E bioaugmentation mechanism, providing a theoretical basis for the ecological restoration of contaminated soils.
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Affiliation(s)
- Xianghui Cheng
- State Key Laboratory of Organic Geochemistry and Guangdong-Hong Kong-Macao Joint Laboratory for Environmental Pollution and Control, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; University of Chinese Academy of Sciences, Beijing 100039, China
| | - Longfei Jiang
- State Key Laboratory of Organic Geochemistry and Guangdong-Hong Kong-Macao Joint Laboratory for Environmental Pollution and Control, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; University of Chinese Academy of Sciences, Beijing 100039, China.
| | - Xuan Zhao
- College of Architecture and Civil Engineering, Kunming University, Kunming 650214, China
| | - Shuang Wang
- School of Materials and Environmental Engineering, Chengdu Technological University, Chengdu 610000, China
| | - Jibing Li
- State Key Laboratory of Organic Geochemistry and Guangdong-Hong Kong-Macao Joint Laboratory for Environmental Pollution and Control, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; University of Chinese Academy of Sciences, Beijing 100039, China
| | - Chunling Luo
- State Key Laboratory of Organic Geochemistry and Guangdong-Hong Kong-Macao Joint Laboratory for Environmental Pollution and Control, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; University of Chinese Academy of Sciences, Beijing 100039, China.
| | - Gan Zhang
- State Key Laboratory of Organic Geochemistry and Guangdong-Hong Kong-Macao Joint Laboratory for Environmental Pollution and Control, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China; University of Chinese Academy of Sciences, Beijing 100039, China
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Wu N, Shi W, Zhang L, Wang H, Liu W, Ren Y, Li X, Gao Z, Wang X. Dynamic alterations and ecological implications of rice rhizosphere bacterial communities induced by an insect-transmitted reovirus across space and time. MICROBIOME 2024; 12:189. [PMID: 39363340 PMCID: PMC11448278 DOI: 10.1186/s40168-024-01910-0] [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: 09/14/2023] [Accepted: 08/17/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND Cereal diseases caused by insect-transmitted viruses are challenging to forecast and control because of their intermittent outbreak patterns, which are usually attributed to increased population densities of vector insects due to cereal crop rotations and indiscriminate use of pesticides, and lack of resistance in commercial varieties. Root microbiomes are known to significantly affect plant health, but there are significant knowledge gaps concerning epidemics of cereal virus diseases at the microbiome-wide scale under a variety of environmental and biological factors. RESULTS Here, we characterize the diversity and composition of rice (Oryza sativa) root-associated bacterial communities after infection by an insect-transmitted reovirus, rice black-streaked dwarf virus (RBSDV, genus Fijivirus, family Spinareoviridae), by sequencing the bacterial 16S rRNA gene amplified fragments from 1240 samples collected at a consecutive 3-year field experiment. The disease incidences gradually decreased from 2017 to 2019 in both Langfang (LF) and Kaifeng (KF). BRSDV infection significantly impacted the bacterial community in the rice rhizosphere, but this effect was highly susceptible to both the rice-intrinsic and external conditions. A greater correlation between the bacterial community in the rice rhizosphere and those in the root endosphere was found after virus infection, implying a potential relationship between the rice-intrinsic conditions and the rhizosphere bacterial community. The discrepant metabolites in rhizosphere soil were strongly and significantly correlated with the variation of rhizosphere bacterial communities. Glycerophosphates, amino acids, steroid esters, and triterpenoids were the metabolites most closely associated with the bacterial communities, and they mainly linked to the taxa of Proteobacteria, especially Rhodocyclaceae, Burkholderiaceae, and Xanthomonadales. In addition, the greenhouse pot experiments demonstrated that bulk soil microbiota significantly influenced the rhizosphere and endosphere communities and also regulated the RBSDV-mediated variation of rhizosphere bacterial communities. CONCLUSIONS Overall, this study reveals unprecedented spatiotemporal dynamics in rhizosphere bacterial communities triggered by RBSDV infection with potential implications for disease intermittent outbreaks. The finding has promising implications for future studies exploring virus-mediated plant-microbiome interactions. Video Abstract.
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Affiliation(s)
- Nan Wu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, P. R. China
| | - Wenchong Shi
- State Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, P. R. China
| | - Lu Zhang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, P. R. China
| | - Hui Wang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, P. R. China
| | - Wenwen Liu
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, P. R. China
| | - Yingdang Ren
- Institute of Plant Protection, Henan Academy of Agricultural Sciences, Zhengzhou, 450002, P. R. China.
| | - Xiangdong Li
- State Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, P. R. China
| | - Zheng Gao
- State Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Tai'an, 271018, P. R. China.
| | - Xifeng Wang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, 100193, P. R. China.
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Luo X, Yan G, Wang Q, Xing Y. Community structure, diversity and function of endophytic and soil microorganisms in boreal forest. Front Microbiol 2024; 15:1410901. [PMID: 39417072 PMCID: PMC11480031 DOI: 10.3389/fmicb.2024.1410901] [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: 04/02/2024] [Accepted: 09/23/2024] [Indexed: 10/19/2024] Open
Abstract
Introduction Despite extensive studies on soil microbial community structure and functions, the significance of plant-associated microorganisms, especially endophytes, has been overlooked. To comprehensively anticipate future changes in forest ecosystem function under future climate change scenarios, it is imperative to gain a thorough understanding of the community structure, diversity, and function of both plant-associated microorganisms and soil microorganisms. Methods In our study, we aimed to elucidate the structure, diversity, and function of leaf endophytes, root endophytes, rhizosphere, and soil microbial communities in boreal forest. The microbial structure and composition were determined by high-throughput sequencing. FAPROTAX and FUNGuild were used to analyze the microbial functional groups. Results Our findings revealed significant differences in the community structure and diversity of fungi and bacteria across leaves, roots, rhizosphere, and soil. Notably, we observed that the endophytic fungal or bacterial communities associated with plants comprised many species distinct from those found in the soil microbial communities, challenging the assumption that most of endophytic fungal or bacterial species in plants originate from the soil. Furthermore, our results indicated noteworthy differences in the composition functional groups of bacteria or fungi in leaf endophytes, root endophytes, rhizosphere, and soil, suggesting distinct roles played by microbial communities in plants and soil. Discussion These findings underscore the importance of recognizing the diverse functions performed by microbial communities in both plant and soil environments. In conclusion, our study emphasizes the necessity of a comprehensive understanding of the structure and function microbial communities in both plants and soil for assessing the functions of boreal forest ecosystems.
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Affiliation(s)
- Xi Luo
- School of Life Sciences, Qufu Normal University, Qufu, China
- Library, Qufu Normal University, Qufu, China
| | - Guoyong Yan
- School of Life Sciences, Qufu Normal University, Qufu, China
| | - Qinggui Wang
- School of Life Sciences, Qufu Normal University, Qufu, China
| | - Yajuan Xing
- School of Life Sciences, Qufu Normal University, Qufu, China
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Cui Y, Pan D, Feng J, Zhao D, Liu M, Dong Z, Liu S, Wang S. Untargeted Metabolomics and Soil Community Metagenomics Analyses Combined with Machine Learning Evaluation Uncover Geographic Differences in Ginseng from Different Locations. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:21922-21934. [PMID: 39302083 DOI: 10.1021/acs.jafc.4c04708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2024]
Abstract
Panax ginseng C.A. Meyer, known as the "King of Herbs," has been used as a nutritional supplement for both food and medicine with the functions of relieving fatigue and improving immunity for thousands of years in China. In agricultural planting, soil environments of different geographical origins lead to obvious differences in the quality of ginseng, but the potential mechanism of the differences remains unclear. In this study, 20 key differential metabolites, including ginsenoside Rb1, glucose 6-phosphate, etc., were found in ginseng from 10 locations in China using an ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS)-untargeted metabolomics approach. The soil properties were analyzed and combined with metagenomics technology to explore the possible relationships among microbial elements in planting soil. Through Spearman correlation analysis, it was found that the top 10 microbial colonies with the highest abundance in the soil were significantly correlated with key metabolites. In addition, the relationship model established by the random forest algorithm and the quantitative relationship between soil microbial abundance and ginseng metabolites were successfully predicted. The XGboost model was used to determine 20(R)-ginseng Rg2 and 2'(R)-ginseng Rg3 as feature labeled metabolites, and the optimal ginseng production area was discovered. These results prove that the accumulation of metabolites in ginseng was influenced by microorganisms in the planting soil, which led to geographical differences in ginseng quality.
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Affiliation(s)
- Yuan Cui
- Northeast Asia Research Institute of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Daian Pan
- Northeast Asia Research Institute of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
- Research Center of Traditional Chinese Medicine, The Affiliated Hospital to Changchun University of Chinese Medicine, Changchun 130021, China
| | - Jiabao Feng
- Northeast Asia Research Institute of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Daqing Zhao
- Northeast Asia Research Institute of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Meichen Liu
- Northeast Asia Research Institute of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Zhengqi Dong
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Chinese Academy of Medical Sciences & Peking Union Medical College, Institute of Medicinal Plant Development, Beijing 100193, China
| | - Shichao Liu
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
- College of Pharmacy, Changchun University of Chinese Medicine, Changchun, 130117, China
| | - Siming Wang
- Northeast Asia Research Institute of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun 130117, China
- Key Laboratory of Ginseng Efficacy Substance Base and Biological Mechanism Research, Ministry of Education, Changchun University of Chinese Medicine, Changchun 130117, China
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Miao S, Liang J, Xu Y, Yu G, Shao M. Bacillaene, sharp objects consist in the arsenal of antibiotics produced by Bacillus. J Cell Physiol 2024; 239:e30974. [PMID: 36790954 DOI: 10.1002/jcp.30974] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 01/05/2023] [Accepted: 01/31/2023] [Indexed: 02/16/2023]
Abstract
Bacillus species act as plant growth-promoting rhizobacteria (PGPR) that can produce a large number of bioactive metabolites. Bacillaene, a linear polyketide/nonribosomal peptide produced by Bacillus strains, is synthesized by the trans-acyltransferase polyketide synthetase. The complexity of the chemical structure, particularity of biosynthesis, potent bioactivity, and the important role of competition make Bacillus an ideal antibiotic weapon to resist other microbes and maintain the optimal rhizosphere environment. This review provides an updated view of the structural features, biological activity, biosynthetic regulators of biosynthetic pathways, and the important competitive role of bacillaene during Bacillus survival.
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Affiliation(s)
- Shuang Miao
- Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou, China
- Innovative Institute for Plant Health, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
| | - Jianhao Liang
- Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou, China
- Innovative Institute for Plant Health, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
| | - Yuan Xu
- College of Pharmaceutical Engineering, XinYang College Of Agriculture And Forestry, Xinyang, P.R. China
| | - Guohui Yu
- Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou, China
- Innovative Institute for Plant Health, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
| | - Mingwei Shao
- Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou, China
- Innovative Institute for Plant Health, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
- College of Agriculture and Biology, Zhongkai University of Agriculture and Engineering, Guangzhou, P.R. China
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Liu X, Du C, Tan Y, Yue C, Fan H. Interplant communication increases aphid resistance and alters rhizospheric microbes in neighboring plants of aphid-infested cucumbers. PEST MANAGEMENT SCIENCE 2024; 80:5005-5013. [PMID: 38845469 DOI: 10.1002/ps.8222] [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: 09/13/2023] [Revised: 04/11/2024] [Accepted: 05/20/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND Aphis gossypii Glover is a prevalent phytophagous insect that inflicts significant damage on cucumber plants. Recent studies have provided insights into plant communication and signal transduction within conspecifics. However, understanding of the effect of these communication mechanisms on adjacent cucumbers and their resident aphids, especially in the context of an aphid infestation, is still in its early stages. RESULTS Utilizing a partitioned root configuration, a tendency for aphids to gather on nearby cucumber leaves of non-infested plants was observed. Furthermore, neighboring plants near aphid-infested cucumber plants showed a reduction in aphid reproduction rates. Concurrently, these plants exhibited a significant increase in reactive oxygen species (ROS) levels, along with enhanced defensive and antioxidant enzymatic responses. Analysis of the microbial community in the rhizosphere showed significant differences in species composition among the samples. Among these, the bacterial families Microbacteriaceae and Rhizobiaceae, along with the fungal species Leucocoprinus ianthinus and Mortierella globalpina, exhibited increases in their relative abundance in cucumber seedlings located near aphid-infested plants. Significantly, this study unveiled robust correlations between dominant microbial phyla and physiological indicators, primarily associated with aphid resistance mechanisms in plants. CONCLUSION The results show that aphid-infested cucumber plants trigger oxidative stress responses in adjacent seedlings through complex interplant communication mechanisms. In addition, these plants cause changes in the composition of the rhizospheric microbial community and the physiological activity of neighboring plants, consequently boosting their natural resistance to aphids. This study provides essential theoretical foundations to guide the development of sustainable strategies for managing cucumber aphids. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Xingchen Liu
- Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
| | - Changxia Du
- Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
| | - Yinqing Tan
- Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
| | - Cong Yue
- Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
| | - Huaifu Fan
- Collaborative Innovation Center for Efficient and Green Production of Agriculture in Mountainous Areas of Zhejiang Province, College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
- Key Laboratory of Quality and Safety Control for Subtropical Fruit and Vegetable, Ministry of Agriculture and Rural Affairs, College of Horticulture Science, Zhejiang A&F University, Hangzhou, China
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Li J, Wu L, Zhou Y, Xie Y, Lu F, Chang F, Yang X, Han X, Cheng M. Kobresia humilis via root-released flavonoids recruit Bacillus for promoted growth. Microbiol Res 2024; 287:127866. [PMID: 39111018 DOI: 10.1016/j.micres.2024.127866] [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: 06/05/2024] [Revised: 07/15/2024] [Accepted: 08/02/2024] [Indexed: 08/22/2024]
Abstract
Alpine meadows, which are critical for biodiversity and ecosystem services, are increasingly degrading, necessitating effective restoration strategies. This study explored the mechanism by which Kobresia humilis, an alpine meadow-constructive species, modulates the rhizosphere microbiome via root exudates to enhance growth. Field investigations revealed that the plant height of K. humilis in a severely degraded (SD) alpine meadow was significantly higher than that in other K. humilis populations. Consequently, we analysed the differences between this plot and other K. humilis samples with different degrees of degradation to explore the reasons underlying the phenotypic differences in K. humilis. 16 S rRNA amplicon sequencing results showed that the SD plots were significantly enriched with more Bacillus, altering the composition of the rhizosphere microbial community of K. humilis. The collection and analysis of root exudates from various K. humilis locations revealed distinct differences. Procrustes analysis indicated a strong correlation between the root exudates and the rhizosphere microbiome composition of K. humilis. Model-based integration of metabolite observations, species abundance 2 (MIMOSA2), and Spearman's rank correlation coefficient analysis were used to identify the root exudates potentially related to the enrichment and recruitment of Bacillus. Bacillus from SD samples was isolated and screened, and the representative strain D334 was found to be differentially enriched compared to other samples. A series of in vitro experiments with the screened root exudates and strain D334 demonstrated that K. humilis could recruit Bacillus and promote its colonisation by releasing flavonoids, particularly baicalin. Additionally, K. humilis can release sucrose and riboflavin, which promote strain growth. Finally, soil microbiome transplantation experiments confirmed that different K. humilis phenotypes were closely related to the functions of the rhizosphere microbiome, especially in root morphological shaping. Moreover, the effects of Bacillus inoculation and the microbiome on the plant phenotypes were consistent. In summary, this study revealed a new mechanism by which K. humilis recruits rhizosphere growth-promoting bacteria and enhances soil nutrient utilisation, thereby promoting plant growth. These findings provide a theoretical basis for ecological restoration using soil microbial communities and clarify the relationship between plant metabolites and microbial community assembly.
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Affiliation(s)
- Junxi Li
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Lingling Wu
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Yizhi Zhou
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Yongli Xie
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China; State Key Laboratory of Plateau Ecology and Agriculture of Qinghai University, Xining 810016, China; Key Laboratory of Use of Forage Germplasm Resources on Tibetan Plateau of Qinghai Province, Xining 810016, China.
| | - Fuwei Lu
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Feifei Chang
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
| | - Xue Yang
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China; State Key Laboratory of Plateau Ecology and Agriculture of Qinghai University, Xining 810016, China
| | - Xianzhong Han
- Menyuan County Grassland Station, Menyuan 810399, China
| | - Mingxuan Cheng
- College of Agriculture and Animal Husbandry, Qinghai University, Xining 810016, China
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Li P, Dini-Andreote F, Jiang J. Exploiting microbial competition to promote plant health. TRENDS IN PLANT SCIENCE 2024; 29:1056-1058. [PMID: 38760241 DOI: 10.1016/j.tplants.2024.05.003] [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: 03/17/2024] [Revised: 05/02/2024] [Accepted: 05/08/2024] [Indexed: 05/19/2024]
Abstract
The host-associated microbiota can promote colonization resistance against pathogens via a mechanism termed 'nutrient blocking', as highlighted in a recent article by Spragge et al. This implies that greater metabolic overlap between commensal taxa and pathogens leads to disease suppression. Here, we discuss future avenues for how this principle can be exploited in the rhizosphere microbiota to promote plant health.
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Affiliation(s)
- Pengfa Li
- Department of Microbiology, College of Life Sciences, Nanjing Agricultural University, Key Laboratory of Agricultural and Environmental Microbiology, Ministry of Agriculture and Rural Affairs, Nanjing, China
| | - Francisco Dini-Andreote
- Department of Plant Science and Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USA; The One Health Microbiome Center, Huck Institutes of the Life Sciences, The Pennsylvania State University, University Park, PA, USA
| | - Jiandong Jiang
- Department of Microbiology, College of Life Sciences, Nanjing Agricultural University, Key Laboratory of Agricultural and Environmental Microbiology, Ministry of Agriculture and Rural Affairs, Nanjing, China.
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Cao Y, Shen Z, Zhang N, Deng X, Thomashow LS, Lidbury I, Liu H, Li R, Shen Q, Kowalchuk GA. Phosphorus availability influences disease-suppressive soil microbiome through plant-microbe interactions. MICROBIOME 2024; 12:185. [PMID: 39342390 PMCID: PMC11439275 DOI: 10.1186/s40168-024-01906-w] [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: 05/14/2024] [Accepted: 08/13/2024] [Indexed: 10/01/2024]
Abstract
BACKGROUND Soil nutrient status and soil-borne diseases are pivotal factors impacting modern intensive agricultural production. The interplay among plants, soil microbiome, and nutrient regimes in agroecosystems is essential for developing effective disease management. However, the influence of nutrient availability on soil-borne disease suppression and associated plant-microbe interactions remains to be fully explored. T his study aims to elucidate the mechanistic understanding of nutrient impacts on disease suppression, using phosphorous as a target nutrient. RESULTS A 6-year field trial involving monocropping of tomatoes with varied fertilizer manipulations demonstrated that phosphorus availability is a key factor driving the control of bacterial wilt disease caused by Ralstonia solanacearum. Subsequent greenhouse experiments were then conducted to delve into the underlying mechanisms of this phenomenon by varying phosphorus availability for tomatoes challenged with the pathogen. Results showed that the alleviation of phosphorus stress promoted the disease-suppressive capacity of the rhizosphere microbiome, but not that of the bulk soil microbiome. This appears to be an extension of the plant trade-off between investment in disease defense mechanisms versus phosphorus acquisition. Adequate phosphorus levels were associated with elevated secretion of root metabolites such as L-tryptophan, methoxyindoleacetic acid, O-phosphorylethanolamine, or mangiferin, increasing the relative density of microbial biocontrol populations such as Chryseobacterium in the rhizosphere. On the other hand, phosphorus deficiency triggered an alternate defense strategy, via root metabolites like blumenol A or quercetin to form symbiosis with arbuscular mycorrhizal fungi, which facilitated phosphorus acquisition as well. CONCLUSION Overall, our study shows how phosphorus availability can influence the disease suppression capability of the soil microbiome through plant-microbial interactions. These findings highlight the importance of optimizing nutrient regimes to enhance disease suppression, facilitating targeted crop management and boosting agricultural productivity. Video Abstract.
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Affiliation(s)
- Yifan Cao
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China
| | - Zongzhuan Shen
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China.
| | - Na Zhang
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China
| | - Xuhui Deng
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China
| | - Linda S Thomashow
- Wheat Health, Genetics and Quality Research Unit, Washington State University, Pullman, WA, 99164, USA
| | - Ian Lidbury
- Molecular Microbiology, School of Biosciences, University of Sheffield, Sheffield, S10 2TN, UK
| | - Hongjun Liu
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China
| | - Rong Li
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China.
| | - Qirong Shen
- The Sanya Institute of the Nanjing Agricultural University, Key Lab of Organic-Based Fertilizers of China, Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center of Solid Organic Wastes, Educational Ministry Engineering Center of Resource-Saving Fertilizers, Nanjing Agricultural University, Nanjing, Jiangsu, 210095, China
| | - George A Kowalchuk
- Ecology and Biodiversity Group, Department of Biology, Institute of Environmental Biology, Utrecht University, Padualaan 8, Utrecht, 3584 CH, the Netherlands
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Shi Q, Fu Q, Zhang J, Hao G, Liang C, Duan F, Ma J, Zhao H, Song W. Paenibacillus polymyxa J2-4 induces cucumber to enrich rhizospheric Pseudomonas and contributes to Meloidogyne incognita management under field conditions. PEST MANAGEMENT SCIENCE 2024. [PMID: 39319624 DOI: 10.1002/ps.8429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 08/22/2024] [Accepted: 09/06/2024] [Indexed: 09/26/2024]
Abstract
BACKGROUND Root knot nematodes (RKNs) pose a great threat to agricultural production worldwide. The bacterial nematocides have received increasing attention due to their safe and efficient control against RKNs. Here, we investigated the biocontrol efficacy of Paenibacillus polymyxa J2-4 against Meloidogyne incognita in the field and analyzed the rhizosphere microbiome of cucumber under nematode infection after application of the J2-4 strain. Furthermore, a biomarker strain of Pseudomonas spp. was isolated from the J2-4-inoculated rhizosphere soil, and its nematocidal activity and growth-promoting effect on host plants were determined. In addition, chemotaxis assay of P. fluroescens ZJ5 toward root exudates was carried out. RESULTS The field experiment demonstrated that P. polymyxa J2-4 could effectively suppressed gall formation in cucumber plants, with the galling index reduced by 67.63% in 2022 and 65.50% in 2023, respectively, compared with controls. Meanwhile, plant height and yield were significantly increased in J2-4 treated plants compared with controls. Metagenomic analysis indicated that J2-4 altered the rhizosphere microbial communities. The relative abundance of Pseudomonas spp. was notably enhanced in the J2-4 group, which was consistent with Linear discriminant analysis Effect Size results that Pseudomonas was determined as one of the biomarkers in the J2-4 group. Furthermore, the ZJ5 strain, one of the biomarker Pseudomonas strains, was isolated from the J2-4-inoculated rhizosphere soil and was identified as Pseudomonas fluorescens. In addition, P. fluorescens ZJ5 exhibited high nematicidal activity in vitro and in vivo, with 99.20% of the mortality rate of M. incognita at 24 h and 69.75% of gall index reduction. The biocontrol efficiency of the synthetic community of ZJ5 plus J2-4 was superior to that of any other single bacteria against M. incognita. Additionally, ZJ5 exhibited great chemotaxis ability toward root exudates inoculated with J2-4. CONCLUSION Paenibacillus polymyxa J2-4 has good potential in the biological control against M. incognita under field conditions. Enrichment of the beneficial bacteria Pseudomonas fluorescens ZJ5 in the J2-4-inoculated rhizosphere soil contributes to M. incognita management. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Qianqian Shi
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Qi Fu
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Jie Zhang
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Guangyang Hao
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Chen Liang
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Fangmeng Duan
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Juan Ma
- Plant Protection Institute, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of IPM on Crops in Northern Region of North China, MARA China/Hebei IPM Innovation Center/International Science and Technology Joint Research Center on IPM of Hebei Province, Baoding, China
| | - Honghai Zhao
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
| | - Wenwen Song
- Shandong Engineering Research Center for Environment-Friendly Agricultural Pest Management, College of Plant Health and Medicine, Qingdao Agricultural University, Qingdao, China
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Xie G, Yin Z, Zhang Z, Wang X, Sun C. Microbial diversity and potential functional dynamics within the rhizocompartments of Dendrobium huoshanense. FRONTIERS IN PLANT SCIENCE 2024; 15:1450716. [PMID: 39372857 PMCID: PMC11449778 DOI: 10.3389/fpls.2024.1450716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 09/02/2024] [Indexed: 10/08/2024]
Abstract
Introduction Understanding the microbial diversity and potential functional dynamics within the rhizocompartments of Dendrobium huoshanense is crucial for unraveling the plant-microbe interactions that influence its medicinal properties. Methods This study is the first to characterize the microbiome associated with the rhizocompartments of D. huoshanense, including its cultivation medium, rhizosphere, rhizoplane, and root endosphere, using high-throughput sequencing and subsequent bioinformatic analysis. Results Bacterial phylogenetic diversity was significantly higher in the endosphere than in the rhizosphere, while fungal α-diversity significantly decreased from the cultivation medium to the endosphere. Both bacterial and fungal niche widths decreased from the cultivation medium to the endosphere. β-Diversity analysis revealed distinct spatial patterns in both bacterial and fungal communities across the rhizocompartments, with the most pronounced differences between the cultivation medium and the endosphere. Taxonomically, Proteobacteria and Ascomycota were predominant in the endosphere for bacterial and fungal communities, respectively. Functional predictions showed significant enrichment of pathways related to xenobiotics biodegradation, lipid metabolism, and nitrogen fixation in the endosphere, while functions associated with plant pathogens and saprotrophs were significantly reduced. Discussion The results indicate a shift from generalist to specialist microbes from the cultivation medium to the endosphere, suggesting that D. huoshanense exerts strong selective pressure for endophytic fungi. Interestingly, a high proportion of fungi with unknown functions were found in the endosphere, highlighting an area for further research regarding the medicinal efficacy of D. huoshanense. Overall, this study provides foundational data for understanding the adaptive evolution of these microbial communities in response to specific microhabitats.
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Affiliation(s)
- Guijuan Xie
- College of Biology and Pharmaceutical Engineering, West Anhui University, Lu’an, China
- Anhui Province Key Laboratory for Quality Evaluation and Improvement of Traditional Chinese Medicine, Lu’an, China
- Anhui Engineering Technology Center for Conservation and Utilization of Traditional Chinese Medicine Resource, Lu’an, China
| | - Zhichao Yin
- College of Biology and Pharmaceutical Engineering, West Anhui University, Lu’an, China
| | - Zhenlin Zhang
- College of Biology and Pharmaceutical Engineering, West Anhui University, Lu’an, China
| | - Xinyu Wang
- College of Biology and Pharmaceutical Engineering, West Anhui University, Lu’an, China
| | - Chuanbo Sun
- College of Biology and Pharmaceutical Engineering, West Anhui University, Lu’an, China
- Anhui Province Key Laboratory for Quality Evaluation and Improvement of Traditional Chinese Medicine, Lu’an, China
- Anhui Engineering Technology Center for Conservation and Utilization of Traditional Chinese Medicine Resource, Lu’an, China
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Wu D, He X, Jiang L, Li W, Wang H, Lv G. Root exudates facilitate the regulation of soil microbial community function in the genus Haloxylon. FRONTIERS IN PLANT SCIENCE 2024; 15:1461893. [PMID: 39363923 PMCID: PMC11446799 DOI: 10.3389/fpls.2024.1461893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 09/02/2024] [Indexed: 10/05/2024]
Abstract
Introduction Root exudates act as the "language" of plant-soil communication, facilitating crucial interactions, information exchange, and energy transfer between plants and soil. The interactions facilitated by root exudates between plants and microorganisms in the rhizosphere are crucial for nutrient uptake and stress resilience in plants. However, the mechanism underlying the interaction between root exudates and rhizosphere microorganisms in desert plants under drought conditions remains unclear, especially among closely related species. Methods To reveal the ecological strategies employed by the genus Haloxylon in different habitats. Using DNA extraction and sequencing and UPLC-Q-Tof/MS methods, we studied root exudates and soil microorganisms from two closely related species, Haloxylon ammodendron (HA) and Haloxylon persicum (HP), to assess differences in their root exudates, soil microbial composition, and interactions. Results Significant differences were found in soil properties and root traits between the two species, among which soil water content (SWC) and soil organic carbon (SOC) in rhizosphere and bulk soils (P < 0.05). While the metabolite classification of root exudates was similar, their components varied, with terpenoids being the main differential metabolites. Soil microbial structure and diversity also exhibited significant differences, with distinct key species in the network and differential functional processes mainly related to nitrogen and carbon cycles. Strong correlations were observed between root exudate-mediated root traits, soil microorganisms, and soil properties, although the complex interactions differed between the two closely relative species. The primary metabolites found in the network of HA include sugars and fatty acids, while HP relies on secondary metabolites, steroids and terpenoids. Discussion These findings suggest that root exudates are key in shaping rhizosphere microbial communities, increasing microbial functionality, fostering symbiotic relationships with hosts, and bolstering the resilience of plants to environmental stress.
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Affiliation(s)
- Deyan Wu
- College of Ecology and Environment, Xinjiang University, Urumqi, Xinjiang, China
- Key Laboratory of Oasis Ecology of Ministry of Education, Xinjiang University, Urumqi, Xinjiang, China
| | - Xuemin He
- College of Ecology and Environment, Xinjiang University, Urumqi, Xinjiang, China
- Key Laboratory of Oasis Ecology of Ministry of Education, Xinjiang University, Urumqi, Xinjiang, China
| | - Lamei Jiang
- College of Life Science, Xinjiang Agricultural University, Urumqi, Xinjiang, China
- Key Laboratory for Ecological Adaptation and Evolution of Extreme Environment Biology, Xinjiang Agricultural University, Urumqi, Xinjiang, China
| | - Wenjing Li
- College of Ecology and Environment, Xinjiang University, Urumqi, Xinjiang, China
- Key Laboratory of Oasis Ecology of Ministry of Education, Xinjiang University, Urumqi, Xinjiang, China
| | - Hengfang Wang
- College of Ecology and Environment, Xinjiang University, Urumqi, Xinjiang, China
- Key Laboratory of Oasis Ecology of Ministry of Education, Xinjiang University, Urumqi, Xinjiang, China
| | - Guanghui Lv
- College of Ecology and Environment, Xinjiang University, Urumqi, Xinjiang, China
- Key Laboratory of Oasis Ecology of Ministry of Education, Xinjiang University, Urumqi, Xinjiang, China
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Ma Y, Shen Y, Zhou X, Ma H, Lan J, Fu B, Xue Q. Biological Decline of Alfalfa Is Accompanied by Negative Succession of Rhizosphere Soil Microbial Communities. PLANTS (BASEL, SWITZERLAND) 2024; 13:2589. [PMID: 39339564 PMCID: PMC11434760 DOI: 10.3390/plants13182589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 09/11/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024]
Abstract
The growth and biological decline of alfalfa may be linked to the rhizosphere microbiome. However, plant-microbe interactions in the rhizosphere of alfalfa and associated microbial community variations with stand age remain elusive. This study explored the successional pattern of rhizosphere microbial communities across different aged alfalfa stands and its relationship with alfalfa decline. Rhizosphere soils were collected from 2- and 6-year-old alfalfa stands. Control soils were collected from interspaces between alfalfa plants in the same stands. Soil bacterial and fungal communities were characterized by 16S and ITS rRNA gene sequencing, respectively. Specific microbial taxa colonized the rhizosphere soils, but not the control soils. The rhizosphere-specific taxa mainly included potentially beneficial genera (e.g., Dechloromonas, Verrucomicrobium) in the young stand and harmful genera (e.g., Peziza, Campylocarpon) in the old stand. Alfalfa roots regulated soil microbial communities by selective promotion or inhibition of distinct taxa. The majority of time-enriched taxa were reported as harmful fungi, whose relative abundances were negatively correlated with plant traits. Time-depleted taxa were mostly known as beneficial bacteria, which had relative abundances positively correlated with plant traits. The relative abundances of functional bacterial genes associated with vancomycin biosynthesis, zeatin biosynthesis, and amino acid metabolism trended lower in rhizosphere soils from the old stand. An upward trend was observed for fungal pathogens and wood saprotrophs with increasing stand age. The results suggest that root activity drives the negative succession of rhizosphere microbial communities during alfalfa decline in old stands.
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Affiliation(s)
- Yuanyuan Ma
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China; (Y.M.); (H.M.); (J.L.); (B.F.)
- Ningxia Rural Science and Technology Development Center, Yinchuan 750001, China;
| | - Yan Shen
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China; (Y.M.); (H.M.); (J.L.); (B.F.)
| | - Xiaoping Zhou
- Ningxia Rural Science and Technology Development Center, Yinchuan 750001, China;
| | - Hongbin Ma
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China; (Y.M.); (H.M.); (J.L.); (B.F.)
| | - Jian Lan
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China; (Y.M.); (H.M.); (J.L.); (B.F.)
| | - Bingzhe Fu
- College of Forestry and Prataculture, Ningxia University, Yinchuan 750021, China; (Y.M.); (H.M.); (J.L.); (B.F.)
| | - Quanhong Xue
- College of Natural Resources and Environment, Northwest A&F University, Yangling 712100, China;
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Li F, Sun A, Jiao X, Yu DT, Ren P, Wu BX, He P, Bi L, He JZ, Hu HW. Nitrogenous fertilizer plays a more important role than cultivars in shaping sorghum-associated microbiomes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 943:173831. [PMID: 38866152 DOI: 10.1016/j.scitotenv.2024.173831] [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: 04/02/2024] [Revised: 05/25/2024] [Accepted: 06/05/2024] [Indexed: 06/14/2024]
Abstract
The plant microbiome plays a crucial role in facilitating plant growth through enhancing nutrient cycling, acquisition and transport, as well as alleviating stresses induced by nutrient limitations. Despite its significance, the relative importance of common agronomic practices, such as nitrogenous fertilizer, in shaping the plant microbiome across different cultivars remains unclear. This study investigated the dynamics of bacterial and fungal communities in leaf, root, rhizosphere, and bulk soil in response to nitrogenous fertilizer across ten sorghum varieties, using 16S rRNA and ITS gene amplicon sequencing, respectively. Our results revealed that nitrogen addition had a greater impact on sorghum-associated microbial communities compared to cultivar. Nitrogen addition significantly reduced bacterial diversity in all compartments except for the root endophytes. However, N addition significantly increased fungal diversity in both rhizosphere and bulk soils, while significantly reducing fungal diversity in the root endophytes. Furthermore, N addition significantly altered the community composition of bacteria and fungi in all four compartments, while cultivars only affected the community composition of root endosphere bacteria and fungi. Network analysis revealed that fertilization significantly reduced microbial network complexity and increased fungal-related network complexity. Collectively, this study provides empirical evidence that sorghum-associated microbiomes are predominantly shaped by nitrogenous fertilizer rather than by cultivars, suggesting that consistent application of nitrogenous fertilizer will ultimately alter plant-associated microbiomes regardless of cultivar selection.
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Affiliation(s)
- Fangfang Li
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Anqi Sun
- Key Laboratory of Urban Environment and Health, Ningbo Urban Environment Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, China
| | - Xiaoyan Jiao
- College of Resources and Environment, Shanxi Agricultural University, Taiyuan 030031, China
| | - Dan-Ting Yu
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China.
| | - Peixin Ren
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Bing-Xue Wu
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Peng He
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, School of Geographical Sciences, Fujian Normal University, Fuzhou, China
| | - Li Bi
- School of Agriculture, Food and Ecosystem Sciences, Faculty of Science, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Ji-Zheng He
- School of Agriculture, Food and Ecosystem Sciences, Faculty of Science, The University of Melbourne, Parkville, Victoria 3010, Australia
| | - Hang-Wei Hu
- School of Agriculture, Food and Ecosystem Sciences, Faculty of Science, The University of Melbourne, Parkville, Victoria 3010, Australia.
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Liu X, Fernandes HP, Ossowicki A, Vrieling K, Lommen STE, Bezemer TM. Dissecting negative effects of two root-associated bacteria on the growth of an invasive weed. FEMS Microbiol Ecol 2024; 100:fiae116. [PMID: 39174482 DOI: 10.1093/femsec/fiae116] [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: 05/28/2024] [Revised: 07/12/2024] [Accepted: 08/21/2024] [Indexed: 08/24/2024] Open
Abstract
Plant-associated microorganisms can negatively influence plant growth, which makes them potential biocontrol agents for weeds. Two Gammaproteobacteria, Serratia plymuthica and Pseudomonas brassicacearum, isolated from roots of Jacobaea vulgaris, an invasive weed, negatively affect its root growth. We examined whether the effects of S. plymuthica and P. brassicacearum on J. vulgaris through root inoculation are concentration-dependent and investigated if these effects were mediated by metabolites in bacterial suspensions. We also tested whether the two bacteria negatively affected seed germination and seedling growth through volatile emissions. Lastly, we investigated the host specificity of these two bacteria on nine other plant species. Both bacteria significantly reduced J. vulgaris root growth after root inoculation, with S. plymuthica showing a concentration-dependent pattern in vitro. The cell-free supernatants of both bacteria did not affect J. vulgaris root growth. Both bacteria inhibited J. vulgaris seed germination and seedling growth via volatiles, displaying distinct volatile profiles. However, these negative effects were not specific to J. vulgaris. Both bacteria negatively affect J. vulgaris through root inoculation via the activity of bacterial cells, while also producing volatiles that hinder J. vulgaris germination and seedling growth. However, their negative effects extend to other plant species, limiting their potential for weed control.
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Affiliation(s)
- Xiangyu Liu
- Above-Belowground Interactions Group, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
| | - Hocelayne Paulino Fernandes
- Above-Belowground Interactions Group, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
- Natural Products Laboratory, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
| | - Adam Ossowicki
- Above-Belowground Interactions Group, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
- Departamento de Microbiología, Instituto de Hortofruticultura Subtropical y Mediterránea 'La Mayora', Universidad de Málaga-Consejo Superior de Investigaciones Científicas (IHSM-UMA-CSIC), Universidad de Málaga, 29010 Málaga, Spain
| | - Klaas Vrieling
- Above-Belowground Interactions Group, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
| | - Suzanne T E Lommen
- Above-Belowground Interactions Group, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
| | - Thiemo Martijn Bezemer
- Above-Belowground Interactions Group, Institute of Biology, Leiden University, P.O. Box 9505, 2300 RA Leiden, The Netherlands
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Jia M, Liu Z, Wei J, Li Q, Hou Z, Sun L, Yu H, Yu J, Lu S. Rhizobacterial diversity, community composition, and the influence of keystone taxa on O'Neal blueberry ( Vaccinium corymbosum). Front Microbiol 2024; 15:1460067. [PMID: 39345258 PMCID: PMC11427291 DOI: 10.3389/fmicb.2024.1460067] [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: 07/07/2024] [Accepted: 09/02/2024] [Indexed: 10/01/2024] Open
Abstract
Rhizosphere microbiotas play vital roles in resisting environmental stress, transforming soil nutrients, and promoting plant health, growth, and productivity. The effects of rhizosphere microbial community shaping and the characteristics and functions of keystone taxa on blueberries were comprehensively studied by examining the rhizobacteria of healthy old trees (O), young seedlings (OG), and poorly growing seedlings (OB) of O'Neal blueberries. Our results showed that rhizobacterial diversity followed the order OB > > OG > O, and the microbial community of OG was similar to that of O, while that of OB was distinctly different. The predominant rhizobacteria identified included Actinobacteria, Proteobacteria, Firmicutes, Chloroflexi, and Acidobacteria. Firmicutes were highly enriched in healthy blueberries, with Bacillus identified as a key genus that significantly enhanced blueberry growth when inoculated. Bradyrhizobium and Gaiellales were common core bacteria in the blueberry rhizosphere. In contrast, Acidobacteria were the predominant phylum in poorly growing OB, with the specific Vicinamibacterales-related and Latescibacterota-related genera acting as keystone taxa that shaped the microbial community. In addition, bacterial species in Vicinamibacterales might act as a potential pathogen predicted by BugBase. Taken together, these findings provide fundamental insights into the development of the blueberry rhizosphere microbial community and highlight the role of beneficial rhizobacteria, such as Bacillus, in enhancing blueberry growth. This knowledge could contribute to the exploitation of beneficial rhizobacteria and the prevention of pathogens in modern agriculture.
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Affiliation(s)
- Mingyun Jia
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Zhuangzhuang Liu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Jiguang Wei
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Qi Li
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Zhaoqi Hou
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Ling Sun
- College of Resources and Environmental Sciences, Nanjing Forestry University, Nanjing, China
| | - Hong Yu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Jinping Yu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
| | - Shipeng Lu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing, China
- Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
- Nanjing Botanical Garden Mem. Sun Yat-Sen, Nanjing, China
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Ta Y, Fu S, Liu H, Zhang C, He M, Yu H, Ren Y, Han Y, Hu W, Yan Z, Wang Y. Evaluation of Bacillus velezensis F9 for Cucumber Growth Promotion and Suppression of Fusarium wilt Disease. Microorganisms 2024; 12:1882. [PMID: 39338556 PMCID: PMC11434287 DOI: 10.3390/microorganisms12091882] [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: 08/24/2024] [Revised: 09/08/2024] [Accepted: 09/10/2024] [Indexed: 09/30/2024] Open
Abstract
Cucumber wilt, caused by Fusarium oxysporum f. sp. cucumerinum (FOC), is a soilborne disease that poses a significant threat to cucumber production, resulting in substantial yield losses. This study aimed to evaluate the biocontrol and growth-promoting effects of Bacillus velezensis, a highly active bacterial strain. In vitro assays revealed that B. velezensis F9 exhibited broad-spectrum antifungal activity against eight plant pathogenic fungi, with inhibition ratio ranging from 62.66% to 88.18%. Additionally, the strain displayed the ability to produce IAA (5.97 ± 1.75 µg/mL), fix nitrogen, produce siderophores, and form biofilms. In vitro growth promotion assays demonstrated that different concentrations of B. velezensis F9 significantly promoted cucumber seedling growth. Furthermore, two pot experiments revealed that the strain exhibited biocontrol efficacy against cucumber wilt, with disease control rates ranging from 42.86% to 67.78%. Notably, the strain significantly increased the plant height, fresh weight, and dry weight, with increases ranging from 20.67% to 60.04%, 40.27% to 75.51%, and 22.07% to 52.54%, respectively. Two field trials confirmed the efficacy of B. velezensis F9 in controlling cucumber wilt, with disease control rates of 44.95% and 33.99%, respectively. The strain effectively alleviated the dwarfing and wilting symptoms caused by the pathogen. Compared with the FOC treatment, the F9 + FOC treatment significantly increased the plant height, fresh weight, and dry weight, with increases of 43.85% and 56.28%, 49.49% and 23.70%, and 36.25% and 73.63%, respectively. Enzyme activity assays indicated that inoculation significantly increased SOD activity in cucumber leaves and neutral phosphatase, sucrase, and urease activity in rhizosphere soil. Correlation analysis revealed a negative correlation between the disease index and plant height, fresh weight, dry weight, and peroxidase activity, with correlation coefficients of -0.53, -0.60, -0.38, and -0.45, respectively. These findings suggest that plant height, fresh weight, and dry weight are significantly negatively correlated with the cucumber disease index, highlighting their importance as indicators for evaluating the biocontrol efficacy of B. velezensis F9. In conclusion, B. velezensis F9 is a highly effective plant growth-promoting rhizobacterium with excellent biocontrol potential, showcasing promising applications in agricultural production.
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Affiliation(s)
- Yongquan Ta
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Shaowei Fu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Hui Liu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Caiyun Zhang
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Mengru He
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Hang Yu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Yihua Ren
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Yunfei Han
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Wenqiong Hu
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Zhiqiang Yan
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
| | - Yonghong Wang
- Key Laboratory of Plant Protection Resources and Pest Management of Ministry of Education, Key Laboratory of Integrated Pest Management on the Loess Plateau of Ministry of Agriculture and Rural Affairs, College of Plant Protection, Northwest A&F University, Yangling 712100, China; (Y.T.); (S.F.); (H.L.); (C.Z.); (M.H.); (H.Y.); (Y.R.); (Y.H.); (W.H.); (Z.Y.)
- Provincial Center for Bio-Pesticide Engineering, Northwest A&F University, Yangling 712100, China
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Zádrapová D, Chakraborty A, Žáček P, Korecký J, Bhar A, Roy A. Exploring the Rhizospheric Microbial Communities under Long-Term Precipitation Regime in Norway Spruce Seed Orchard. Int J Mol Sci 2024; 25:9658. [PMID: 39273604 PMCID: PMC11395193 DOI: 10.3390/ijms25179658] [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: 07/19/2024] [Revised: 08/26/2024] [Accepted: 09/02/2024] [Indexed: 09/15/2024] Open
Abstract
The rhizosphere is the hotspot for microbial enzyme activities and contributes to carbon cycling. Precipitation is an important component of global climate change that can profoundly alter belowground microbial communities. However, the impact of precipitation on conifer rhizospheric microbial populations has not been investigated in detail. In the present study, using high-throughput amplicon sequencing, we investigated the impact of precipitation on the rhizospheric soil microbial communities in two Norway Spruce clonal seed orchards, Lipová Lhota (L-site) and Prenet (P-site). P-site has received nearly double the precipitation than L-site for the last three decades. P-site documented higher soil water content with a significantly higher abundance of Aluminium (Al), Iron (Fe), Phosphorous (P), and Sulphur (S) than L-site. Rhizospheric soil metabolite profiling revealed an increased abundance of acids, carbohydrates, fatty acids, and alcohols in P-site. There was variance in the relative abundance of distinct microbiomes between the sites. A higher abundance of Proteobacteria, Acidobacteriota, Ascomycota, and Mortiellomycota was observed in P-site receiving high precipitation, while Bacteroidota, Actinobacteria, Chloroflexi, Firmicutes, Gemmatimonadota, and Basidiomycota were prevalent in L-site. The higher clustering coefficient of the microbial network in P-site suggested that the microbial community structure is highly interconnected and tends to cluster closely. The current study unveils the impact of precipitation variations on the spruce rhizospheric microbial association and opens new avenues for understanding the impact of global change on conifer rizospheric microbial associations.
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Affiliation(s)
- Dagmar Zádrapová
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 129, Suchdol, 165 21 Prague, Czech Republic
| | - Amrita Chakraborty
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 129, Suchdol, 165 21 Prague, Czech Republic
| | - Petr Žáček
- Faculty of Science, Charles University in Prague, BIOCEV, Průmyslová 595, Vestec, 252 42 Prague, Czech Republic
| | - Jiří Korecký
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 129, Suchdol, 165 21 Prague, Czech Republic
| | - Anirban Bhar
- Molecular Plant and Microbiology Laboratory (MPML), Post Graduate Department of Botany, Ramakrishna Mission Vivekananda Centenary College, Rahara, Kolkata 700118, India
| | - Amit Roy
- Faculty of Forestry and Wood Sciences, Czech University of Life Sciences, Kamýcká 129, Suchdol, 165 21 Prague, Czech Republic
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Xu H, Zou Z, Jin Y, Kuzyakov Y, Huang X, Wu X, Zhu F. Assembly processes and co-occurrence of bacterial communities in tree rhizosphere under Pb-Zn contamination. JOURNAL OF HAZARDOUS MATERIALS 2024; 476:135135. [PMID: 38986409 DOI: 10.1016/j.jhazmat.2024.135135] [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: 03/25/2024] [Revised: 07/01/2024] [Accepted: 07/05/2024] [Indexed: 07/12/2024]
Abstract
Rhizosphere bacteria are critical for supporting plant performance in stressful environments. Understanding the assembly and co-occurrence of rhizosphere bacterial communities contributes significantly to both plant growth and heavy metal accumulation. In this study, Ligustrum lucidum and Melia azedarach were planted in soils with simulated varying levels of Pb-Zn contamination. The Rhizosphere bacterial communities were investigated by using 16S rRNA gene sequencing. The impacts of Pb-Zn contamination on the diversity and structure of the rhizosphere bacterial community were found to be greater than those of both tree species. The variation in bacterial community structure in both trees was mainly driven by the combinations of Pb-Zn and soil properties. Deterministic processes (non-planted, 82 %; L. lucidum, 73 %; M. azedarach, 55 %) proved to be the most important assembly processes for soil bacterial communities, but both trees increased the importance of stochastic processes (18 %, 27 %, 45 %). The rhizosphere co-occurrence networks exhibited greater stability compared to the non-planted soil networks. Rare taxa played a dominant role in maintaining the stability of rhizosphere networks, as most of the keystone taxa within rhizosphere networks belonged to rare taxa. Dissimilarities in the structure and network complexity of rhizosphere bacterial communities were significantly associated with differences in tree biomass and metal accumulation. These variations in response varied between both trees, with L. lucidum exhibiting greater potential for phytoremediation in its rhizosphere compared to M. azedarach. Our results offer valuable insights for designing effective microbe-assisted phytoremediation systems.
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Affiliation(s)
- Hongyang Xu
- College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Ziying Zou
- School of Geographical Sciences, Hunan Normal University, Changsha 410081, China
| | - Yuke Jin
- College of Landscape Architecture and Art Design, Hunan Agricultural University, Changsha 410125, China
| | - Yakov Kuzyakov
- Department of Soil Science of Temperate Ecosystems, Department of Agricultural Soil Science, University of Göttingen, Göttingen 37077, Germany; Peoples Friendship University of Russia (RUDN University), Moscow 117198, Russia
| | - Xinhao Huang
- College of Landscape Architecture and Art Design, Hunan Agricultural University, Changsha 410125, China
| | - Xiaohong Wu
- College of Life Science and Technology, Central South University of Forestry and Technology, Changsha 410004, China
| | - Fan Zhu
- College of Landscape Architecture and Art Design, Hunan Agricultural University, Changsha 410125, China.
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Addison SL, Rúa MA, Smaill SJ, Singh BK, Wakelin SA. Partner or perish: tree microbiomes and climate change. TRENDS IN PLANT SCIENCE 2024; 29:1029-1040. [PMID: 38641475 DOI: 10.1016/j.tplants.2024.03.008] [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: 10/25/2023] [Revised: 03/03/2024] [Accepted: 03/08/2024] [Indexed: 04/21/2024]
Abstract
Understanding the complex relationships between plants, their microbiomes, and environmental changes is crucial for improving growth and survival, especially for long-lived tree species. Trees, like other plants, maintain close associations with a multitude of microorganisms on and within their tissues, forming a 'holobiont'. However, a comprehensive framework for detailed tree-microbiome dynamics, and the implications for climate adaptation, is currently lacking. This review identifies gaps in the existing literature, emphasizing the need for more research to explore the coevolution of the holobiont and the full extent of climate change impact on tree growth and survival. Advancing our knowledge of plant-microbial interactions presents opportunities to enhance tree adaptability and mitigate adverse impacts of climate changes on trees.
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Affiliation(s)
- S L Addison
- Scion, Rotorua 3010, New Zealand; Western Sydney University, Richmond, New South Wales 2753, Australia.
| | - M A Rúa
- Wright State University, Dayton, OH 45435-0001, USA
| | | | - B K Singh
- Western Sydney University, Richmond, New South Wales 2753, Australia
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Kim Y, Sung H, Kim YB, Song HS, Jung MJ, Lee J, Lee MJ, Lee SH, Roh SW, Bae JW, Whon TW. Effects of gnotobiotic fermentation on global gene expression of germ-free vegetables. PHYSIOLOGIA PLANTARUM 2024; 176:e14502. [PMID: 39238133 DOI: 10.1111/ppl.14502] [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: 05/19/2024] [Revised: 08/08/2024] [Accepted: 08/14/2024] [Indexed: 09/07/2024]
Abstract
Existing research has underscored the vital interplay between host organisms and their associated microbiomes, which affects health and function. In both plants and animals, host factors critically shape microbial communities and influence growth, health, and immunity. Post-harvest plants, such as those used in kimchi, a traditional Korean dish, offer a unique avenue for exploring host-microbe dynamics during fermentation. Despite the emphasis on lactic acid bacteria (LAB) in fermentation studies, the roles of host factors remain unclear. This study aimed to investigate the influence of these factors on plant transcriptomes during kimchi fermentation. We individually inoculated nine LAB strains into germ-free kimchi to generate LAB-mono-associated gnotobiotic kimchi and performed RNA-sequencing analysis for the host vegetables during fermentation. The transcriptomes of post-harvest vegetables in kimchi change over time, and microbes affect the transcriptome profiles of vegetables. Differentially expressed gene analyses revealed that microbes affected the temporal expression profiles of several genes in the plant transcriptomes in unique directions depending on the introduced LAB strains. Cluster analysis with other publicly available transcriptomes of post-harvest vegetables and fruits further revealed that the plant transcriptome is more profoundly influenced by the environment harboring the host than by host phylogeny. Our results bridge the gap in understanding the bidirectional relationship between host vegetables and microbes during food fermentation, illuminating the complex interplay between vegetable transcriptomes, fermentative microbes, and the fermentation process in food production. The different transcriptomic responses elicited by specific LAB strains suggest the possibility of microbial manipulation to achieve the desired fermentation outcomes.
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Affiliation(s)
- Yujin Kim
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Hojun Sung
- Department of Life and Nanopharmaceutical Sciences and Department of Biology, Kyung Hee University, Seoul, Republic of Korea
| | - Yeon Bee Kim
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Hye Seon Song
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Mi-Ja Jung
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Jisu Lee
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Min Ji Lee
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Se Hee Lee
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Seong Woon Roh
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
| | - Jin-Woo Bae
- Department of Life and Nanopharmaceutical Sciences and Department of Biology, Kyung Hee University, Seoul, Republic of Korea
| | - Tae Woong Whon
- Kimchi Functionality Research Group, World Institute of Kimchi, Gwangju, Republic of Korea
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46
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Sun K, Zhang W, Wang X, Dai CC. Decoding the microbiome for sustainable agriculture. ABIOTECH 2024; 5:408-412. [PMID: 39279853 PMCID: PMC11399370 DOI: 10.1007/s42994-024-00162-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 04/16/2024] [Indexed: 09/18/2024]
Abstract
Root-associated microbiota profoundly affect crop health and productivity. Plants can selectively recruit beneficial microbes from the soil and actively balance microbe-triggered plant-growth promotion and stress tolerance enhancement. The cost associated with this is the root-mediated support of a certain number of specific microbes under nutrient limitation. Thus, it is important to consider the dynamic changes in microbial quantity when it comes to nutrient condition-induced root microbiome reassembly. Quantitative microbiome profiling (QMP) has recently emerged as a means to estimate the specific microbial load variation of a root microbiome (instead of the traditional approach quantifying relative microbial abundances) and data from the QMP approach can be more closely correlated with plant development and/or function. However, due to a lack of detailed-QMP data, how soil nutrient conditions affect quantitative changes in microbial assembly of the root-associated microbiome remains poorly understood. A recent study quantified the dynamics of the soybean root microbiome, under unbalanced fertilization, using QMP and provided data on the use of specific synthetic communities (SynComs) for sustaining crop productivity. In this editorial, we explore potential opportunities for utilizing QMP to decode the microbiome for sustainable agriculture.
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Affiliation(s)
- Kai Sun
- Jiangsu Key Laboratory for Pathogens and Ecosystems, Jiangsu Engineering and Technology Research Center for Industrialization of Microbial Resources, College of Life Sciences, Nanjing Normal University, Nanjing, 210023 China
| | - Wei Zhang
- Jiangsu Key Laboratory for Pathogens and Ecosystems, Jiangsu Engineering and Technology Research Center for Industrialization of Microbial Resources, College of Life Sciences, Nanjing Normal University, Nanjing, 210023 China
| | - Xiaolin Wang
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, 510642 China
| | - Chuan-Chao Dai
- Jiangsu Key Laboratory for Pathogens and Ecosystems, Jiangsu Engineering and Technology Research Center for Industrialization of Microbial Resources, College of Life Sciences, Nanjing Normal University, Nanjing, 210023 China
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Pan J, Dong Q, Wen H, Liu Y, Wang X, Liu Y, Zhang X, Shi C, Zhao D, Lu X. Composition and Diversity of Endophytic Rhizosphere Microbiota in Apple Tree with Different Ages. Mol Biotechnol 2024; 66:2219-2229. [PMID: 37523021 DOI: 10.1007/s12033-023-00794-z] [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: 12/06/2022] [Accepted: 06/14/2023] [Indexed: 08/01/2023]
Abstract
In order to determine the underlying mechanism of the senescence occurring in older apple trees, the effects of tree age on the community structure and dominant genus of endophytic rhizosphere bacteria in apple were investigated. The diversity and structure of the bacterial communities and corresponding changes in the dominant genera of endophytic rhizosphere bacteria of apple at different ages (2, 8, 16, 22 years) were compared based on 16S rRNA high-throughput sequencing technology. The results revealed that the longer the tree age, the less the number of ASV in the endophytic bacteria. Moreover, the number of ASV in the endophytic bacteria gradually decreased as the tree age increased, however no significant changes were observed in the alpha diversity. At the phyla level, the relative abundance of Actinobacteria increased, while that of Proteobateria decreased. At the genus level, the relative abundance of Mycobacterium, Chujaibacter, and other genera increased, while the relative abundance of Aquabacterium, Ralstonia, Streptomyces, Asticcacaulis, Hyphomicrobium, Pseudomonas, and Sphingomonas decreased. The reduced relative abundance of endophytic rhizosphere bacteria associated with plant growth and disease resistance may thus be the cause of tree senescence. This work acts as a reference to increases the understanding of plant-microbe interactions.
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Affiliation(s)
- Jiyuan Pan
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China
| | - Qinglong Dong
- College of Forestry, Hebei Agricultural University, Baoding, Hebei, China
| | - Haibin Wen
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China
| | - Yang Liu
- College of Forestry, Hebei Agricultural University, Baoding, Hebei, China
| | - Xiaojie Wang
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China
| | - Yanan Liu
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China
| | - Xuemei Zhang
- College of Forestry, Hebei Agricultural University, Baoding, Hebei, China
- Hebei Walnut Technical Engineering Research Center, Lincheng, 054300, Hebei, China
| | - Chengmin Shi
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China
| | - Dan Zhao
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China.
| | - Xiujun Lu
- College of Plant Protection, Hebei Agricultural University, No. 289 Lingyusi Street, Baoding, Hebei, China.
- Hebei Walnut Technical Engineering Research Center, Lincheng, 054300, Hebei, China.
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Ping X, Khan RAA, Chen S, Jiao Y, Zhuang X, Jiang L, Song L, Yang Y, Zhao J, Li Y, Mao Z, Xie B, Ling J. Deciphering the role of rhizosphere microbiota in modulating disease resistance in cabbage varieties. MICROBIOME 2024; 12:160. [PMID: 39215347 PMCID: PMC11363401 DOI: 10.1186/s40168-024-01883-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 07/27/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Cabbage Fusarium wilt (CFW) is a devastating disease caused by the soil-borne fungus Fusarium oxysporum f. sp. conglutinans (Foc). One of the optimal measures for managing CFW is the employment of tolerant/resistant cabbage varieties. However, the interplay between plant genotypes and the pathogen Foc in shaping the rhizosphere microbial community, and the consequent influence of these microbial assemblages on biological resistance, remains inadequately understood. RESULTS Based on amplicon metabarcoding data, we observed distinct differences in the fungal alpha diversity index (Shannon index) and beta diversity index (unweighted Bray-Curtis dissimilarity) within the rhizosphere of the YR (resistant to Foc) and ZG (susceptible to Foc) cabbage varieties, irrespective of Foc inoculation. Notably, the Shannon diversity shifts in the resistant YR variety were more pronounced following Foc inoculation. Disease-resistant plant variety demonstrate a higher propensity for harboring beneficial microorganisms, such as Pseudomonas, and exhibit superior capabilities in evading harmful microorganisms, in contrast to their disease-susceptible counterparts. Furthermore, the network analysis was performed on rhizosphere-associated microorganisms, including both bacteria and fungi. The networks of association recovered from YR exhibited greater complexity, robustness, and density, regardless of Foc inoculation. Following Foc infection in the YR rhizosphere, there was a notable increase in the dominant bacterium NA13, which is also a hub taxon in the microbial network. Reintroducing NA13 into the soil significantly improved disease resistance in the susceptible ZG variety, by directly inhibiting Foc and triggering defense mechanisms in the roots. CONCLUSIONS The rhizosphere microbial communities of these two cabbage varieties are markedly distinct, with the introduction of the pathogen eliciting significant alterations in their microbial networks which is correlated with susceptibility or resistance to soil-borne pathogens. Furthermore, we identified a rhizobacteria species that significantly boosts disease resistance in susceptible cabbages. Our results indicated that the induction of resistance genes leading to varied responses in microbial communities to pathogens may partly explain the differing susceptibilities of the cabbage varieties tested to CFW. Video Abstract.
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Affiliation(s)
- Xingxing Ping
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Department of Microbiology, College of Life Sciences, Nankai University, Tianjin, 300071, China
| | - Raja Asad Ali Khan
- School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Hainan University, YaZhou, 572024, China
| | - Shumin Chen
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yang Jiao
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Xia Zhuang
- School of Life Sciences, National Navel Orange Engineering Research Center, Gannan Normal University, Ganzhou, China
| | - Lijun Jiang
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Liqun Song
- Microbial Research Institute of Liaoning Province, Liaoning Academy of Agricultural Sciences, Chaoyang, China
| | - Yuhong Yang
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Jianlong Zhao
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Yan Li
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Zhenchuan Mao
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
| | - Bingyan Xie
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
| | - Jian Ling
- State Key Laboratory of Vegetable Biobreeding, Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
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Barnes CJ, Bünner MS, Ramírez-Flores MR, Nielsen IB, Ramos-Madrigal J, Zharikova D, McLaughlin CM, Gilbert MT, Sawers RJH. The ancestral environment of teosinte populations shapes their root microbiome. ENVIRONMENTAL MICROBIOME 2024; 19:64. [PMID: 39210412 PMCID: PMC11363609 DOI: 10.1186/s40793-024-00606-0] [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: 01/15/2024] [Accepted: 08/17/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND The composition of the root microbiome affects the host's growth, with variation in the host genome associated with microbiome variation. However, it is not known whether this intra-specific variation of root microbiomes is a consequence of plants performing targeted manipulations of them to adapt to their local environment or varying passively with other traits. To explore the relationship between the genome, environment and microbiome, we sampled seeds from teosinte populations across its native range in Mexico. We then grew teosinte accessions alongside two modern maize lines in a common garden experiment. Metabarcoding was performed using universal bacterial and fungal primers to profile their root microbiomes. RESULTS The root microbiome varied between the two modern maize lines and the teosinte accessions. We further found that variation of the teosinte genome, the ancestral environment (temperature/elevation) and root microbiome were all correlated. Multiple microbial groups significantly varied in relative abundance with temperature/elevation, with an increased abundance of bacteria associated with cold tolerance found in teosinte accessions taken from high elevations. CONCLUSIONS Our results suggest that variation in the root microbiome is pre-conditioned by the genome for the local environment (i.e. non-random). Ultimately, these claims would be strengthened by confirming that these differences in the root microbiome impact host phenotype, for example, by confirming that the root microbiomes of high-elevation teosinte populations enhance cold tolerance.
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Affiliation(s)
- Christopher J Barnes
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Forsøgsvej 1, Slagelse, 4200, Denmark.
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark.
- The Globe Institute, Øster Voldgade 5 -7, Copenhagen K, 1350, Denmark.
| | - Maria Sophie Bünner
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark
| | - M Rosario Ramírez-Flores
- Departamento de Biotecnología y Bioquímica, Centro de Investigación y de Estudios Avanzados (CINVESTAV-IPN), Irapuato, Guanajuato, 36821, México
- Bioscience Division, Oak Ridge National Laboratory, 1 Bethel Valley Rd, Oak Ridge, TN, 37830, USA
| | - Ida Broman Nielsen
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark
| | - Jazmin Ramos-Madrigal
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark
| | - Daria Zharikova
- Department of Agroecology, Faculty of Technical Sciences, Aarhus University, Forsøgsvej 1, Slagelse, 4200, Denmark
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark
| | - Chloee M McLaughlin
- Department of Plant Science, The Pennsylvania State University, State College, University Park, PA, USA
| | - M Thomas Gilbert
- Centre for Evolutionary Hologenomics, The Globe Institute, Faculty of Health, University of Copenhagen, Copenhagen, Denmark
- University Museum, NTNU, Trondheim, Norway
| | - Ruairidh J H Sawers
- Department of Plant Science, The Pennsylvania State University, State College, University Park, PA, USA
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50
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Li X, Zhang Y, Zhou C, Li X, Zou X, Ou L, Tao Y. The changes of rhizosphere microbial communities in pepper varieties with different capsaicinoids. Front Microbiol 2024; 15:1430682. [PMID: 39252840 PMCID: PMC11381285 DOI: 10.3389/fmicb.2024.1430682] [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: 05/10/2024] [Accepted: 08/12/2024] [Indexed: 09/11/2024] Open
Abstract
Capsaicinoids are produced uniquely in pepper fruits, and its level determines the commercial quality and health-promoting properties of pepper. So, it is particularly important to increase capsaicinoids content in pepper. Rhizosphere microbiota is critical to plant growth and performance, and affected by plant varieties. However, the impact of pepper varieties with different capsaicinoids yields on the rhizosphere microbiota is poorly understood. Using high-throughput sequencing of the 16S rRNA and internal transcribed spacer (ITS) region, we investigated the rhizosphere microbial community among five pepper varieties containing different capsaicinoids. Our results demonstrated that pepper variety significantly influenced the diversity and structure of rhizosphere microbial community. Bacterial diversity in varieties with high capsaicinoids content was significantly higher than in varieties with low capsaicinoids content, while fungal diversity was opposite to bacterial diversity. The correlation analysis revealed that 19 dominant bacterial genera (e.g., Chujaibacter, Rhodanobacter, and Gemmatimonas) were significantly correlated with capsaicinoids content, and nine of them were also significantly associated with soil nutrients, whereas only one fungal genus (Podospora) was significantly correlated with capsaicinoids content. Additionally, almost all genera which significantly correlated to capsaicinoids content were biomarkers of the five pepper varieties and the correlation was well corresponding to the capsaicinoids content. Overall, our results confirmed that the variety of pepper significantly affected the rhizosphere microbial community in the fields, and bacteria and fungi responded differently to capsaicinoids, which may affect the biosynthesis of capsaicinoids and contribute to further improvement of capsaicinoids production in pepper fruits.
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Affiliation(s)
- Xin Li
- Institute of Vegetable, Hunan Academy of Agricultural Sciences, Changsha, Hunan, China
| | - Yan Zhang
- Institute of Vegetable, Hunan Academy of Agricultural Sciences, Changsha, Hunan, China
| | - Chi Zhou
- Institute of Vegetable, Hunan Academy of Agricultural Sciences, Changsha, Hunan, China
| | - Xuefeng Li
- Institute of Vegetable, Hunan Academy of Agricultural Sciences, Changsha, Hunan, China
| | - Xuexiao Zou
- Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha, Hunan, China
| | - Lijun Ou
- Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha, Hunan, China
| | - Yu Tao
- Institute of Vegetable, Hunan Academy of Agricultural Sciences, Changsha, Hunan, China
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