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Kithan-Lundquist R, McMillan HM, He SY, Sundin GW. Temporal fruit microbiome and immunity dynamics in postharvest apple ( Malus x domestica). HORTICULTURE RESEARCH 2025; 12:uhaf063. [PMID: 40291831 PMCID: PMC12023859 DOI: 10.1093/hr/uhaf063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 02/17/2025] [Indexed: 04/30/2025]
Abstract
The plant immune response plays a central role in maintaining a well-balanced and healthy microbiome for plant health. However, insights into how the fruit immune response and the fruit microbiome influence fruit health after harvest are limited. We investigated the temporal dynamics of the fruit microbiota and host defense gene expression patterns during postharvest storage of apple fruits at room temperature. Our results demonstrate a temporal dynamic shift in both bacterial and fungal community composition during postharvest storage that coincides with a steep-decline in host defense response gene expression associated with pattern-triggered immunity. We observed the gradual appearance of putative pathogenic/spoilage microbes belonging to genera Alternaria (fungi) and Gluconobacter and Acetobacter (bacteria) at the expense of Sporobolomyces and other genera, which have been suggested to be beneficial for plant hosts. Moreover, artificial induction of pattern-triggered immunity in apple fruit with the flg22 peptide delayed the onset of fruit rot caused by the fungal pathogen Penicillium expansum. Our results suggest that the fruit immune response helps to orchestrate a microbiome and that the collapse of the immunity results in the proliferation of spoilage microbes and fruit rot. These findings hold implications for the development of strategies to increase fruit quality and prolong shelf life in fruits and vegetables.
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Affiliation(s)
- Roselane Kithan-Lundquist
- Department of Microbiology, Genetics, and Immunology, Michigan State University, East Lansing, MI, USA
| | | | - Sheng-Yang He
- Department of Microbiology, Genetics, and Immunology, Michigan State University, East Lansing, MI, USA
- Department of Energy Plant Research Lab, Michigan State University, East Lansing, MI, USA
- Howard Hughes Medical Institute, Duke University, Durham, NC, USA
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI, USA
| | - George W Sundin
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI, USA
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2
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Hernandez-Ortiz S, Ok K, O’Halloran TV, Fiebig A, Crosson S. A co-conserved gene pair supports Caulobacter iron homeostasis during chelation stress. J Bacteriol 2025; 207:e0048424. [PMID: 40084995 PMCID: PMC12004947 DOI: 10.1128/jb.00484-24] [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: 11/12/2024] [Accepted: 12/21/2024] [Indexed: 03/16/2025] Open
Abstract
Synthetic metal chelators are widely used in industrial, clinical, and agricultural settings, leading to their accumulation in the environment. We measured the growth of Caulobacter crescentus, a soil and aquatic bacterium, in the presence of the ubiquitous chelator ethylenediaminetetraacetic acid (EDTA) and found that it restricts growth by lowering intracellular iron levels. Using barcoded transposon sequencing, we identified an operonic gene pair, cciT-cciO, that is required to maintain iron homeostasis in laboratory media during EDTA challenge. cciT encodes one of four TonB-dependent transporters that are regulated by the ferric uptake repressor (Fur) and stands out among this group of genes in its ability to support Caulobacter growth across diverse media conditions. The function of CciT strictly requires cciO, which encodes a cytoplasmic FeII dioxygenase-family protein. Our results thus define a functional partnership between an outer membrane iron receptor and a cytoplasmic dioxygenase that are broadly co-conserved in Proteobacteria. We expanded our analysis to natural environments by examining the growth of mutant strains in freshwater from two lakes, each with biochemical and geochemical profiles that differ markedly from standard laboratory media. In lake water, Caulobacter growth did not require cciT or cciO and was less affected by EDTA treatment. This result aligns with our observation that EDTA toxicity is influenced by common forms of biologically chelated iron and the spectrum of free cations present in the medium. Our study defines a conserved iron acquisition system in Proteobacteria and bridges laboratory-based physiology studies with real-world conditions.IMPORTANCEMetal-chelating chemicals are widely used across industries, including as preservatives in the food sector, but their full impact on microbial physiology is not well understood. We identified two genes, cciT and cciO, that function together to support Caulobacter crescentus iron balance when cells are exposed to the common synthetic chelator, EDTA. CciT is an outer membrane transporter and CciO is a dioxygenase-family protein that are mutually conserved in many bacteria, including human pathogens where mutations in cciT homologs are linked to clinical resistance to the siderophore antibiotic cefiderocol. This study identifies a conserved genetic system that supports iron homeostasis during chelation stress and illuminates the iron acquisition versatility and stress resilience of Caulobacter in freshwater environments.
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Affiliation(s)
- Sergio Hernandez-Ortiz
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, Michigan, USA
| | - Kiwon Ok
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, Michigan, USA
- Elemental Health Institute, Michigan State University, East Lansing, Michigan, USA
| | - Thomas V. O’Halloran
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, Michigan, USA
- Elemental Health Institute, Michigan State University, East Lansing, Michigan, USA
- Department of Chemistry, Michigan State University, East Lansing, Michigan, USA
| | - Aretha Fiebig
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, Michigan, USA
| | - Sean Crosson
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, Michigan, USA
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3
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Lartey I, Benucci GMN, Marsh TL, Bonito GM, Melakeberhan H. The Composition and Function of Bacterial Communities Associated with the Northern Root-Knot Nematode ( Meloidogyne hapla) Populations Showing Parasitic Variability. Microorganisms 2025; 13:487. [PMID: 40142380 PMCID: PMC11946340 DOI: 10.3390/microorganisms13030487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 02/17/2025] [Accepted: 02/18/2025] [Indexed: 03/28/2025] Open
Abstract
The co-existence of microbial communities and Meloidogyne hapla populations showing high, medium, and low levels of parasitic variability (PV) in mineral and muck soils with different soil health conditions in Michigan vegetable production fields is established. However, if PV relates or not to bacterial communities is unknown. This study characterized bacterial communities present on and in the body of nine M. hapla field and greenhouse sub-populations isolated from the mineral and muck fields. We utilized a high throughput sequencing of 16S rDNA. Results showed a variable composition (or abundance) of 65 genera in the field and 61 genera in the greenhouse isolates, with 12 genera of unknown and the rest belonging to 14 known functional groups. The medium- and low-PV populations shared more bacterial composition than either one with the high-PV population. Thus, laying a foundation for an in-depth understanding of if the observed associations have any role in cause-and-effect relationships with M. hapla PV.
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Affiliation(s)
- Isaac Lartey
- Agricultural Nematology Laboratory, Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA;
| | - Gian M. N. Benucci
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI 48824, USA; (G.M.N.B.); (G.M.B.)
| | - Terence L. Marsh
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA;
| | - Gregory M. Bonito
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI 48824, USA; (G.M.N.B.); (G.M.B.)
| | - Haddish Melakeberhan
- Agricultural Nematology Laboratory, Department of Horticulture, Michigan State University, East Lansing, MI 48824, USA;
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4
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Ortiz SH, Ok K, O’Halloran TV, Fiebig A, Crosson S. A co-conserved gene pair supports Caulobacter iron homeostasis during chelation stress. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.10.16.618771. [PMID: 40027609 PMCID: PMC11870441 DOI: 10.1101/2024.10.16.618771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Synthetic metal chelators are widely used in industrial, clinical, and agricultural settings, leading to their accumulation in the environment. We measured the growth of Caulobacter crescentus, a soil and aquatic bacterium, in the presence of the ubiquitous chelator ethylenediaminetetraacetic acid (EDTA) and found that it restricts growth by lowering intracellular iron levels. Using barcoded transposon sequencing, we identified an operonic gene pair, cciT-cciO, that is required to maintain iron homeostasis in laboratory media during EDTA challenge. cciT encodes one of four TonB-dependent transporters that are regulated by the ferric uptake repressor (Fur) and stands out among this group of genes in its ability to support Caulobacter growth across diverse media conditions. The function of CciT strictly requires cciO, which encodes a cytoplasmic FeII dioxygenase-family protein. Our results thus define a functional partnership between an outer membrane iron receptor and a cytoplasmic dioxygenase that are broadly co-conserved in Proteobacteria. We expanded our analysis to natural environments by examining the growth of mutant strains in freshwater from two lakes, each with biochemical and geochemical profiles that differ markedly from standard laboratory media. In lake water, Caulobacter growth did not require cciT or cciO and was less affected by EDTA treatment. This result aligns with our observation that EDTA toxicity is influenced by common forms of biologically chelated iron and the spectrum of free cations present in the medium. Our study defines a conserved iron acquisition system in Proteobacteria and bridges laboratory-based physiology studies with real-world conditions. IMPORTANCE Metal-chelating chemicals are widely used across industries, including as preservatives in the food sector, but their full impact on microbial physiology is not well understood. We identified two genes, cciT and cciO, that function together to support Caulobacter crescentus iron balance when cells are exposed to the common synthetic chelator, EDTA. CciT is an outer membrane transporter and CciO is a dioxygenase-family protein that are mutually conserved in many bacteria, including several human pathogens, where mutations in cciT homologs are linked to clinical resistance to the siderophore antibiotic, cefiderocol. This study identifies a conserved genetic system that supports iron homeostasis during chelation stress and illuminates the iron acquisition versatility and stress resilience of Caulobacter in freshwater environments.
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Affiliation(s)
- Sergio Hernandez Ortiz
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, MI, USA
| | - Kiwon Ok
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, MI, USA
- Elemental Health Institute, Michigan State University, East Lansing, MI, USA
| | - Thomas V. O’Halloran
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, MI, USA
- Elemental Health Institute, Michigan State University, East Lansing, MI, USA
- Department of Chemistry, Michigan State University, East Lansing, MI, USA
| | - Aretha Fiebig
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, MI, USA
| | - Sean Crosson
- Department of Microbiology, Genetics & Immunology, Michigan State University, East Lansing, MI, USA
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5
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O'Rourke JA, Vincent SA, Williams IEI, Gascoyne EL, Devlin PF. Phytochrome-mediated shade avoidance responses impact the structure and composition of the bacterial phyllosphere microbiome of Arabidopsis. ENVIRONMENTAL MICROBIOME 2025; 20:20. [PMID: 39915883 PMCID: PMC11800596 DOI: 10.1186/s40793-025-00679-5] [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: 08/27/2024] [Accepted: 01/28/2025] [Indexed: 02/09/2025]
Abstract
The shade avoidance response triggers a dramatic promotion of elongation growth, accompanied by a significant reprogramming of metabolic pathways as plants seek to prevent overtopping and adapt to vegetative shade. Here we demonstrate that simulated vegetative shade results in significant changes in the structure and composition of the phyllosphere bacterial microbiome. Our study uncovered significant shifts in the diversity, occurrence, abundance and activity of bacteria within the phyllosphere microbiome. A comparison of responses in both wild-type plants and phytochrome mutants, which inherently exhibit a shade-avoidance phenotype, revealed both indirect responses to host plant physiology and direct responses to light among the microbiota. Hierarchical clustering of response patterns further suggested that over a third of the taxa constituting the core phyllosphere microbiome in our assay show some degree of response to vegetative shade. Bacteria that increased in abundance on plants with a shade-avoidance phenotype corresponded to genera associated with beneficial traits such as enhanced disease resistance and growth promotion. Our findings suggests that plants manipulate their phyllosphere microbiome under shade conditions as a strategy to optimise fitness when competing for light. We discuss the implications of our findings in terms of furthering our understanding of plant-microbe signalling in the shaping of the phyllosphere microbiome and the possibility of manipulating the phyllosphere microbiome for plant health in an agricultural setting at high planting densities.
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Affiliation(s)
- James A O'Rourke
- Department of Biological Sciences, Royal Holloway University of London, Egham, UK
| | - Stacey A Vincent
- Department of Biological Sciences, Royal Holloway University of London, Egham, UK
| | - Isabel E I Williams
- Department of Biological Sciences, Royal Holloway University of London, Egham, UK
| | - Eleanor L Gascoyne
- Department of Biological Sciences, Royal Holloway University of London, Egham, UK
| | - Paul F Devlin
- Department of Biological Sciences, Royal Holloway University of London, Egham, UK.
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6
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Liu W, Zhang Z, Zhang B, Zhu Y, Zhu C, Chen C, Zhang F, Liu F, Ai J, Wang W, Kong W, Xiang H, Wang W, Gong D, Meng D, Zhu L. Role of bacterial pathogens in microbial ecological networks in hydroponic plants. FRONTIERS IN PLANT SCIENCE 2024; 15:1403226. [PMID: 39290732 PMCID: PMC11405252 DOI: 10.3389/fpls.2024.1403226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/15/2024] [Indexed: 09/19/2024]
Abstract
Plant-associated microbial communities are crucial for plant growth and health. However, assembly mechanisms of microbial communities and microbial interaction patterns remain elusive across vary degrees of pathogen-induced diseases. By using 16S rRNA high-throughput sequencing technology, we investigated the impact of wildfire disease on the microbial composition and interaction network in plant three different compartments. The results showed that pathogen infection significantly affect the phyllosphere and rhizosphere microbial community. We found that the primary sources of microbial communities in healthy and mildly infected plants were from the phyllosphere and hydroponic solution community. Mutual exchanges between phyllosphere and rhizosphere communities were observed, but microbial species migration from the leaf to the root was rarely observed in severely infected plants. Moreover, wildfire disease reduced the diversity and network complexity of plant microbial communities. Interactions among pathogenic bacterial members suggested that Caulobacter and Bosea might be crucial "pathogen antagonists" inhibiting the spread of wildfire disease. Our study provides deep insights into plant pathoecology, which is helpful for the development of novel strategies for phyllosphere disease prediction or prevention.
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Affiliation(s)
- Wenyi Liu
- College of Environment and Ecology, Hunan Agricultural University, Changsha, China
- School of Minerals Processing and Bioengineering, Central South University, Changsha, China
| | - Zhihua Zhang
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Bin Zhang
- College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou, China
| | - Yi Zhu
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Chongwen Zhu
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Chaoyong Chen
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Fangxu Zhang
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Feng Liu
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Jixiang Ai
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Wei Wang
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Wuyuan Kong
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Haoming Xiang
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Weifeng Wang
- Changde Tobacco Company of Hunan Province, Changde, China
| | - Daoxin Gong
- College of Environment and Ecology, Hunan Agricultural University, Changsha, China
| | - Delong Meng
- College of Chemistry and Bioengineering, Hunan University of Science and Engineering, Yongzhou, China
| | - Li Zhu
- Changde Tobacco Company of Hunan Province, Changde, China
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7
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Tuong HM, Méndez SG, Vandecasteele M, Willems A, Iancheva A, Ngoc PB, Phat DT, Ha CH, Goormachtig S. A novel Microbacterium strain SRS2 promotes the growth of Arabidopsis and MicroTom (S. lycopersicum) under normal and salt stress conditions. PLANTA 2024; 260:79. [PMID: 39182196 DOI: 10.1007/s00425-024-04510-2] [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: 04/24/2024] [Accepted: 08/14/2024] [Indexed: 08/27/2024]
Abstract
MAIN CONCLUSION Microbacterium strain SRS2 promotes growth and induces salt stress resistance in Arabidopsis and MicroTom in various growth substrates via the induction of the ABA pathway. Soil salinity reduces plant growth and development and thereby decreases the value and productivity of soils. Plant growth-promoting rhizobacteria (PGPR) have been shown to support plant growth such as in salt stress conditions. Here, Microbacterium strain SRS2, isolated from the root endosphere of tomato, was tested for its capability to help plants cope with salt stress. In a salt tolerance assay, SRS2 grew well up to medium levels of NaCl, but the growth was inhibited at high salt concentrations. SRS2 inoculation led to increased biomass of Arabidopsis and MicroTom tomato in various growth substrates, in the presence and in the absence of high NaCl concentrations. Whole-genome analysis revealed that the strain contains several genes involved in osmoregulation and reactive oxygen species (ROS) scavenging, which could potentially explain the observed growth promotion. Additionally, we also investigated via qRT-PCR, promoter::GUS and mutant analyses whether the abscisic acid (ABA)-dependent or -independent pathways for tolerance against salt stress were involved in the model plant, Arabidopsis. Especially in salt stress conditions, the plant growth-promotion effect of SRS2 was lost in aba1, abi4-102, abi3, and abi5-1 mutant lines. Furthermore, ABA genes related to salt stress in SRS2-inoculated plants were transiently upregulated compared to mock under salt stress conditions. Additionally, SRS2-inoculated ABI4::GUS and ABI5::GUS plants were slightly more activated compared to the uninoculated control under salt stress conditions. Together, these assays show that SRS2 promotes growth in normal and in salt stress conditions, the latter possibly via the induction of ABA-dependent and -independent pathways.
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Affiliation(s)
- Ho Manh Tuong
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium
- Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, CauGiay, Hanoi, 100000, Vietnam
| | - Sonia García Méndez
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium
- Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, 9000, Ghent, Belgium
| | - Michiel Vandecasteele
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium
| | - Anne Willems
- Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, 9000, Ghent, Belgium
| | - Anelia Iancheva
- AgroBioInstitute, Agricultural Academy, 1164, Sofia, Bulgaria
| | - Pham Bich Ngoc
- Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, CauGiay, Hanoi, 100000, Vietnam
| | - Do Tien Phat
- Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, CauGiay, Hanoi, 100000, Vietnam
| | - Chu Hoang Ha
- Institute of Biotechnology, Vietnam Academy of Science and Technology, 18 Hoang Quoc Viet, CauGiay, Hanoi, 100000, Vietnam
| | - Sofie Goormachtig
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052, Ghent, Belgium.
- Center for Plant Systems Biology, VIB, 9052, Ghent, Belgium.
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Wang XL, Si ZQ, Yu H, Qi L, Liu W, Shi J, Song P. Unveiling the dual role of heterotrophic ammonia-oxidizing bacteria: enhancing plant regrowth through modulating cytokinin delivery. Front Microbiol 2023; 14:1268442. [PMID: 37808285 PMCID: PMC10557131 DOI: 10.3389/fmicb.2023.1268442] [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: 07/28/2023] [Accepted: 09/06/2023] [Indexed: 10/10/2023] Open
Abstract
This study aims to investigate the dual impacts of heterotrophic ammonia-oxidizing bacteria (HAOB) strains on the regrowth of Italian ryegrass by studying cytokinin delivery from roots to leaves. The dual impacts encompass both the "soil-inside-role" and "soil-outside-role," which refer to the HAOB operating inside and outside the rhizosphere soil within the rhizosphere microenvironment. The experimental design consisted of two sets of experiments, Exp-1 and Exp-2, involving different treatments. In Exp-1, various concentrations of NO3- were added to the roots to observe the soil-inside-role on cytokinin delivery from roots to leaves. In Exp-2, NO3- addition was combined with HAOB inoculation to observe the combined effects of the root-outside-role and root-inside-role on cytokinin synthesis and transport. The results indicated that NO3- concentrations ranging from 30 to 40 mmol L-1 had the most optimal effect on increasing leaf cytokinin content and delivery from roots to leaves, consequently promoting greater leaf regrowth biomass. When inoculated, the HAOB strain significantly increased rhizosphere soil nitrification rates under the soil-inside-role, leading to increased NO3- release from the soil and a subsequent boost in cytokinin delivery from roots to leaves. Additionally, the HAOB strain independently enhanced cytokinin delivery from roots to leaves outside the rhizosphere soil within the rhizosphere microenvironment, demonstrating its soil-outside-role. The combined effects of the soil-inside-role and soil-outside-role substantially increased leaf cytokinin content, playing a crucial role in promoting Italian ryegrass regrowth. The study's findings shed light on the mechanisms through which HAOB can enhance plant growth by performing dual roles in the rhizosphere, offering potential applications in agriculture. Understanding the interaction between HAOB, cytokinins, and plant growth could lead to more effective strategies for improving crop productivity and promoting sustainable agriculture.
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Affiliation(s)
- Xiao-Ling Wang
- College of Agriculture, Henan University of Science and Technology, Luoyang, Henan, China
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9
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Sharma M, Jabaji S. Transcriptional landscape of Brachypodium distachyon roots during interaction with Bacillus velezensis strain B26. Genomics 2023; 115:110583. [PMID: 36804269 DOI: 10.1016/j.ygeno.2023.110583] [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: 07/19/2022] [Revised: 02/02/2023] [Accepted: 02/11/2023] [Indexed: 02/17/2023]
Abstract
Plant growth promoting rhizobacteria (PGPR) communicate with plants through roots. The molecular mechanism by which plants and PGPR respond to each other is not very well known. In the current study, we did RNA sequence analysis of Brachypodium distachyon Bd21-3 roots inoculated with PGPR, Bacillus velezensis strain B26. From our list of differentially expressed genes, we concentrated on transcripts that have a high possibility of participating in plant-PGPR interaction. Transcripts associated to the hormone signalling pathway were differentially expressed. We identified the upregulation of various transcripts linked to ion transporters. Reduction in expression of defense signalling genes indicated that B26 suppresses the plant defense mechanisms to begin successful interaction with roots. Transcripts associated with lignin branch of the phenylpropanoid pathway were upregulated as well, leading to more accumulation of lignin in the cell wall which enhances mechanical strength of plants. Overall, this study is an excellent resource for investigating associations between plant-PGPR interactions.
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Affiliation(s)
- Meha Sharma
- Department of Plant Science, Macdonald Campus of McGill University, 21,111 Lakeshore Rd., Ste-Anne de Bellevue, H9X 3V9 Quebec, Canada.
| | - Suha Jabaji
- Department of Plant Science, Macdonald Campus of McGill University, 21,111 Lakeshore Rd., Ste-Anne de Bellevue, H9X 3V9 Quebec, Canada.
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10
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Ikeda S, Okazaki K, Takahashi H, Tsurumaru H, Minamisawa K. Seasonal Shifts in Bacterial Community Structures in the Lateral Root of Sugar Beet Grown in an Andosol Field in Japan. Microbes Environ 2023; 38. [PMID: 36754423 PMCID: PMC10037095 DOI: 10.1264/jsme2.me22071] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
Abstract
To investigate functional plant growth-promoting rhizobacteria in sugar beet, seasonal shifts in bacterial community structures in the lateral roots of sugar beet were examined using amplicon sequencing ana-lyses of the 16S rRNA gene. Shannon and Simpson indexes significantly increased between June and July, but did not significantly differ between July and subsequent months (August and September). A weighted UniFrac principal coordinate ana-lysis grouped bacterial samples into four clusters along with PC1 (43.8%), corresponding to the four sampling months in the order of sampling dates. Taxonomic ana-lyses revealed that bacterial diversity in the lateral roots was exclusively dominated by three phyla (Actinobacteria, Bacteroidetes, and Proteobacteria) in all samples examined. At the lower taxonomic levels, the dominant taxa were roughly classified into three groups. Therefore, the relative abundances of seven dominant genera (Janthinobacterium, Kribbella, Pedobacter, Rhodanobacter, Sphingobium, Sphingopyxis, and Streptomyces) were the highest in June and gradually decreased as sugar beet grew. The relative abundances of eight taxa (Bradyrhizobiaceae, Caulobacteraceae, Chitinophagaceae, Novosphingobium, Phyllobacteriaceae, Pseudomonas, Rhizobiaceae, and Sphingomonas) were mainly high in July and/or August. The relative abundances of six taxa (unclassified Comamonadaceae, Cytophagaceae, unclassified Gammaproteobacteria, Haliangiaceae, unclassified Myxococcales, and Sinobacteraceae) were the highest in September. Among the dominant taxa, 12 genera (Amycolatopsis, Bradyrhizobium, Caulobacter, Devosia, Flavobacterium, Janthinobacterium, Kribbella, Kutzneria, Pedobacter, Rhizobium, Rhodanobacter, and Steroidobacter) were considered to be candidate groups of plant growth-promoting bacteria based on their previously reported beneficial traits as biopesticides and/or biofertilizers.
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Affiliation(s)
- Seishi Ikeda
- Memuro Research Station, Hokkaido Agricultural Research Center, National Agriculture and Food Research Organization
| | - Kazuyuki Okazaki
- Memuro Research Station, Hokkaido Agricultural Research Center, National Agriculture and Food Research Organization
| | - Hiroyuki Takahashi
- Memuro Research Station, Hokkaido Agricultural Research Center, National Agriculture and Food Research Organization
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11
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Jara-Servin A, Silva A, Barajas H, Cruz-Ortega R, Tinoco-Ojanguren C, Alcaraz LD. Root microbiome diversity and structure of the Sonoran desert buffelgrass (Pennisetum ciliare L.). PLoS One 2023; 18:e0285978. [PMID: 37205698 DOI: 10.1371/journal.pone.0285978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 04/28/2023] [Indexed: 05/21/2023] Open
Abstract
Buffelgrass (Pennisetum ciliare) is an invasive plant introduced into Mexico's Sonoran desert for cattle grazing and has converted large areas of native thorn scrub. One of the invasion mechanisms buffelgrass uses to invade is allelopathy, which consists of the production and secretion of allelochemicals that exert adverse effects on other plants' growth. The plant microbiome also plays a vital role in establishing invasive plants and host growth and development. However, little is known about the buffelgrass root-associated bacteria and the effects of allelochemicals on the microbiome. We used 16S rRNA gene amplicon sequencing to obtain the microbiome of buffelgrass and compare it between samples treated with root exacknudates and aqueous leachates as allelochemical exposure and samples without allelopathic exposure in two different periods. The Shannon diversity values were between H' = 5.1811-5.5709, with 2,164 reported bacterial Amplicon Sequence Variants (ASVs). A total of 24 phyla were found in the buffelgrass microbiome, predominantly Actinobacteria, Proteobacteria, and Acidobacteria. At the genus level, 30 different genera comprised the buffelgrass core microbiome. Our results show that buffelgrass recruits microorganisms capable of thriving under allelochemical conditions and may be able to metabolize them (e.g., Planctomicrobium, Aurantimonas, and Tellurimicrobium). We also found that the community composition of the microbiome changes depending on the developmental state of buffelgrass (p = 0.0366; ANOSIM). These findings provide new insights into the role of the microbiome in the establishment of invasive plant species and offer potential targets for developing strategies to control buffelgrass invasion.
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Affiliation(s)
- Angélica Jara-Servin
- Laboratorio de Genómica Ambiental, Departamento de Biología Celular, Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Posgrado en Ciencias Bioquímicas, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Adán Silva
- Departamento de Ecología de la Biodiversidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Hermosillo, Sonora, Mexico
| | - Hugo Barajas
- Laboratorio de Genómica Ambiental, Departamento de Biología Celular, Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Rocío Cruz-Ortega
- Departamento de Ecología Funcional, Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Clara Tinoco-Ojanguren
- Departamento de Ecología de la Biodiversidad, Instituto de Ecología, Universidad Nacional Autónoma de México, Hermosillo, Sonora, Mexico
| | - Luis D Alcaraz
- Laboratorio de Genómica Ambiental, Departamento de Biología Celular, Facultad de Ciencias, Universidad Nacional Autónoma de México, Mexico City, Mexico
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12
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Dastogeer KMG, Yasuda M, Okazaki S. Microbiome and pathobiome analyses reveal changes in community structure by foliar pathogen infection in rice. Front Microbiol 2022; 13:949152. [PMID: 35983324 PMCID: PMC9379101 DOI: 10.3389/fmicb.2022.949152] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 07/12/2022] [Indexed: 12/11/2022] Open
Abstract
Increasing evidence suggests that the plant rhizosphere may recruit beneficial microbes to suppress soil-borne pathogens, but microbiome assembly due to foliar pathogen infection and ecological mechanisms that govern microbiome assembly and functions in the diseased host are not fully understood. To provide a comprehensive view of the rice-associated microbiome, we compared bacterial and fungal communities of healthy rice and those infected with Magnaporthe oryzae, the causal agent of blast disease. We found that the soil had a greater diversity of bacterial and fungal communities than plant endospheric communities. There was no significant dysbiosis of bacterial and fungal microbiome diversity due to disease, but it caused a substantial alteration of bacterial community structure in the root and rhizosphere compartments. The pathobiome analysis showed that the microbiome community structure of leaf and grain tissues was changed markedly at the pathogen infection site, although the alpha diversity did not change. Correspondingly, the relative abundances of some bacteria and fungi were clearly altered in symptomatic tissues. We noted an increase in Rhizobium bacteria and a decline of Tylospora, Clohesyomyces, and Penicillium fungi in the symptomatic leaf and grain tissues from both locations. According to the inferred microbial network, several direct interactions between M. oryzae and other microbes were identified. The majority of edges in the interaction network were positive in diseased samples; contrastingly, the number of edges was much lower in the healthy samples. With source tracking analysis, we observed a sharp contrast in the source of root endosphere bacteria due to Magnaporthe infection. Whereas the majority (71%) of healthy root bacteria could be tracked from the soil, only a very small portion (17%) could be tracked from the soil for diseased samples. These results advanced our understanding and provided potential ideas and a theoretical basis for studying pathobiome and exploiting the microbiome for sustainable agriculture.
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Affiliation(s)
- Khondoker M. G. Dastogeer
- Plant Microbiology Laboratory, Tokyo University of Agriculture and Technology, Tokyo, Japan
- Department of Plant Pathology, Bangladesh Agricultural University, Mymensingh, Bangladesh
- *Correspondence: Khondoker M. G. Dastogeer
| | - Michiko Yasuda
- Plant Microbiology Laboratory, Tokyo University of Agriculture and Technology, Tokyo, Japan
| | - Shin Okazaki
- Plant Microbiology Laboratory, Tokyo University of Agriculture and Technology, Tokyo, Japan
- Shin Okazaki
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13
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Ikeda S, Okazaki K, Tsurumaru H, Suzuki T, Hirafuji M. Effects of Different Types of Additional Fertilizers on Root-associated Microbes of Napa Cabbage Grown in an Andosol Field in Japan. Microbes Environ 2022; 37. [PMID: 35650110 PMCID: PMC9530736 DOI: 10.1264/jsme2.me22013] [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] [Indexed: 11/12/2022] Open
Abstract
The effects of different types of additional fertilizations (a compound fertilizer and Chiyoda-kasei) on the root-associated microbes of napa cabbage grown in an Andosol field were investigated by molecular community ana-lyses. Most of the closest known species of the bacterial sequences whose relative abundance significantly differed among fertilizers were sensitive to nitrogen fertilization and/or related to the geochemical cycles of nitrogen. The fungal community on the roots of napa cabbage was dominated by two genera, Bipolaris and Olpidium. The relative abundance of these two genera was affected by the types of fertilizers to some extent and showed a strong negative correlation.
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Affiliation(s)
- Seishi Ikeda
- Memuro Research Station, Hokkaido Agricultural Research Center, National Agriculture and Food Research Organization
| | - Kazuyuki Okazaki
- Memuro Research Station, Hokkaido Agricultural Research Center, National Agriculture and Food Research Organization
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14
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Han G, Mannaa M, Jeon H, Jung H, Kim JC, Park AR, Seo YS. Dysbiosis in the Rhizosphere Microbiome of Standing Dead Korean Fir ( Abies koreana). PLANTS (BASEL, SWITZERLAND) 2022; 11:990. [PMID: 35406970 PMCID: PMC9002731 DOI: 10.3390/plants11070990] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 03/31/2022] [Accepted: 04/03/2022] [Indexed: 11/25/2022]
Abstract
The Korean fir (Abies koreana), a native coniferous tree species mainly found on Mt. Halla in Jeju, South Korea, is suffering from continuous population decline and has been declared an endangered species. Research efforts have focused on the possible abiotic causes behind this worrying decline. However, the potential link between tree vitality and the rhizosphere microbiome remains unclear. In this study, a comparative metagenomic 16S rRNA sequence analysis was used to investigate the composition of the rhizosphere microbiota of samples collected from healthy and die-back-affected trees on Mt. Halla. The results indicated a significant reduction in the richness and diversity of microbiota in the rhizosphere of die-back-affected trees. Moreover, the relative abundance of Proteobacteria, Actinobacteria, and Bacteroidetes were significantly higher in healthy trees than in standing dead trees. Many bacterial genera were significantly more abundant in the rhizosphere of healthy trees, including those known for promoting plant growth and tolerance to biotic and abiotic stresses (e.g., Bradyrhizobium, Rhizomicrobium, Caulobacter, Nitrosospira, Rhizobacter, Paraburkholderia, Rhizobium, Devosia, Caballeronia, Niveispirillum, Dyella, Herbaspirillum, Frankia, Streptomyces, Actinoallomurus, Lysobacter, Luteibacter, Mucilaginibacter, and Variovorax). To our knowledge, this is the first report on rhizosphere bacterial microbiome dysbiosis in die-back-affected Korean fir trees, suggesting that the influence of rhizosphere microbiota should be considered to save this endangered species by investigating possible intervention strategies in future work.
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Affiliation(s)
- Gil Han
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Korea; (G.H.); (M.M.); (H.J.)
| | - Mohamed Mannaa
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Korea; (G.H.); (M.M.); (H.J.)
- Department of Plant Pathology, Cairo University, Giza 12613, Egypt
| | - Hyoseong Jeon
- Division of Applied Bioscience and Biotechnology, Chonnam National University, Gwangju 61186, Korea; (H.J.); (J.-C.K.); (A.R.P.)
| | - Hyejung Jung
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Korea; (G.H.); (M.M.); (H.J.)
| | - Jin-Cheol Kim
- Division of Applied Bioscience and Biotechnology, Chonnam National University, Gwangju 61186, Korea; (H.J.); (J.-C.K.); (A.R.P.)
| | - Ae Ran Park
- Division of Applied Bioscience and Biotechnology, Chonnam National University, Gwangju 61186, Korea; (H.J.); (J.-C.K.); (A.R.P.)
| | - Young-Su Seo
- Department of Integrated Biological Science, Pusan National University, Busan 46241, Korea; (G.H.); (M.M.); (H.J.)
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15
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Berrios L. The genus Caulobacter and its role in plant microbiomes. World J Microbiol Biotechnol 2022; 38:43. [PMID: 35064419 DOI: 10.1007/s11274-022-03237-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 01/17/2022] [Indexed: 11/27/2022]
Abstract
Recent omics approaches have revealed the prevalent microbial taxa that constitute the microbiome of various plant species. Across global scales and environmental conditions, strains belonging to the bacterial genus Caulobacter have consistently been found in association with various plant species. Aligned with agroecological relevance and biotechnological advances, many scientific communications have demonstrated that several Caulobacter strains (spanning several Caulobacter species) harbor the potential to enhance plant biomass for various plant species ranging from Arabidopsis to Citrullus and Zea mays. In the past several years, co-occurrence data have driven mechanistically resolved communications about select Caulobacter-plant interactions. Given the long-standing history of Caulobacter as a model organism for cell cycle regulation, genetic studies, and the prevalence of Caulobacter species in various plant microbiomes, the genus Caulobacter offers researchers a unique opportunity to leverage for investigating plant-microbe interactions and realizing targeted biotechnological applications. In this review, recent developments regarding Caulobacter-plant interactions are presented in terms of model utility for future biotechnological investigations.
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Affiliation(s)
- Louis Berrios
- Department of Biology, Stanford University, Stanford, CA, USA.
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16
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Shen Y, Zhang J, Nie J, Zhang H, Bacha SAS. Apple microbial communities and differences between two main Chinese producing regions. FOOD QUALITY AND SAFETY 2022. [DOI: 10.1093/fqsafe/fyab033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Abstract
Microbes on fresh apples are closely associated with fruit disease, preservation and quality control. Investigation into the microbial communities on apples from different producing regions could reveal the microbial specificity and help disease prevention and quality control. In this paper, the apple surface microbes of forty-four samples from two main Chinese apple-producing regions, Bohai Bay (BHB) and the Loess Plateau (LP), were investigated by sequencing fungal internal transcribed spacer (ITS) and bacterial 16S rRNA hypervariable sequences. BHB and LP apples contained significantly different bacterial and fungal communities. BHB apples had a higher fungal diversity than LP apples. A total of 102 different fungal and bacterial taxonomies were obtained between apples from the two regions, in which 24 genera were predominant. BHB apples had higher phytopathogenic fungal genera, such as Tilletiopsis, Acremonium, Candida and Phoma, indicating the higher phytopathogenic risks of apples from the humid climate of the BHB region. LP apples contained more bacterial genera identified as gut microbes, indicating the potential risks of contaminating apples with foodborne pathogens in the arid environment of the LP. This study highlighted the environment-oriented microbial specificity on apples from two main apple-producing regions, and provided a basis for further investigation.
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Affiliation(s)
| | | | | | | | - Syed Asim Shah Bacha
- Institute of Pomology, Chinese Academy of Agricultural Sciences/Laboratory of Quality & Safety Risk Assessment for Fruit (Xingcheng), Ministry of Agriculture and Rural Affairs/Quality Inspection and Test Center for Fruit and Nursery Stocks (Xingcheng), Ministry of Agriculture and Rural Affairs, Xingcheng, China
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17
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Plant-growth-promoting Caulobacter strains isolated from distinct plant hosts share conserved genetic factors involved in beneficial plant-bacteria interactions. Arch Microbiol 2021; 204:43. [PMID: 34932160 DOI: 10.1007/s00203-021-02702-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 10/11/2021] [Accepted: 10/22/2021] [Indexed: 10/19/2022]
Abstract
The genus Caulobacter encompasses several strains that can enhance the biomass of several plant species. However, for many plant-growth-promoting (PGP) Caulobacter strains, their genomic factors that facilitate positive interactions with their plant hosts remain unknown. Given that leveraging comparative genomics analyses can establish a framework to understand these plant-bacteria interactions, the genomes of three PGP Caulobacter strains that were isolated from distinct geographical locations and have been shown to associate with distinct plant species were compared. Using previously reported analyses to contextualize the genomic patterns among PGP Caulobacter strains, each of these PGP Caulobacter strains (CBR1, RHG1, and RHGG3) was observed harboring similar metabolic potentials and previously reported PGP genetic factors in their genomes. Together, these findings reinforce previous analyses that identify the cyo operon as a general PGP factor for Caulobacter strains while establishing a framework for further investigations that seek to uncover the mechanistic details that govern interactions between Caulobacter strains and diverse plant species.
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18
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Jiang L, Lee MH, Kim CY, Kim SW, Kim PI, Min SR, Lee J. Plant Growth Promotion by Two Volatile Organic Compounds Emitted From the Fungus Cladosporium halotolerans NGPF1. FRONTIERS IN PLANT SCIENCE 2021; 12:794349. [PMID: 34925431 PMCID: PMC8678569 DOI: 10.3389/fpls.2021.794349] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 11/09/2021] [Indexed: 06/14/2023]
Abstract
Microbial volatiles have beneficial roles in the agricultural ecological system, enhancing plant growth and inducing systemic resistance against plant pathogens without being hazardous to the environment. The interactions of plant and fungal volatiles have been extensively studied, but there is limited research specifically elucidating the effects of distinct volatile organic compounds (VOCs) on plant growth promotion. The current study was conducted to investigate the impact of VOCs from Cladosporium halotolerans NGPF1 on plant growth, and to elucidate the mechanisms for the plant growth-promoting (PGP) activity of these VOCs. The VOCs from C. halotolerans NGPF1 significantly promoted plant growth compared with the control, and this PGP activity of the VOCs was culture medium-dependent. Headspace solid-phase microextraction (HS-SPME) coupled with gas chromatography-mass spectrometry (GC-MS) identified two VOC structures with profiles that differed depending on the culture medium. The two compounds that were only produced in potato dextrose (PD) medium were identified as 2-methyl-butanal and 3-methyl-butanal, and both modulated plant growth promotion and root system development. The PGP effects of the identified synthetic compounds were analyzed individually and in blends using N. benthamiana plants. A blend of the two VOCs enhanced growth promotion and root system development compared with the individual compounds. Furthermore, real-time PCR revealed markedly increased expression of genes involved in auxin, expansin, and gibberellin biosynthesis and metabolism in plant leaves exposed to the two volatile blends, while cytokinin and ethylene expression levels were decreased or similar in comparison with the control. These findings demonstrate that naturally occurring fungal VOCs can induce plant growth promotion and provide new insights into the mechanism of PGP activity. The application of stimulatory volatiles for growth enhancement could be used in the agricultural industry to increase crop yield.
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Affiliation(s)
- Lingmin Jiang
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology, Jeongeup, South Korea
| | - Myoung Hui Lee
- Wheat Research team, National Institute of Crop Science, Rural Development Administration, Wanju, South Korea
| | - Cha Young Kim
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology, Jeongeup, South Korea
| | - Suk Weon Kim
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology, Jeongeup, South Korea
| | - Pyoung Il Kim
- Center for Industrialization of Agricultural and Livestock Microorganisms (CIALM), Jeongeup, South Korea
| | - Sung Ran Min
- Plant Systems Engineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, South Korea
| | - Jiyoung Lee
- Biological Resource Center, Korea Research Institute of Bioscience and Biotechnology, Jeongeup, South Korea
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19
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Persistent microbiome members in the common bean rhizosphere: an integrated analysis of space, time, and plant genotype. THE ISME JOURNAL 2021; 15:2708-2722. [PMID: 33772106 PMCID: PMC8397763 DOI: 10.1038/s41396-021-00955-5] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Revised: 02/12/2021] [Accepted: 03/01/2021] [Indexed: 02/01/2023]
Abstract
The full potential of managing microbial communities to support plant health is yet-unrealized, in part because it remains difficult to ascertain which members are most important for the plant. However, microbes that consistently associate with a plant species across varied field conditions and over plant development likely engage with the host or host environment. Here, we applied abundance-occupancy concepts from macroecology to quantify the core membership of bacterial/archaeal and fungal communities in the rhizosphere of the common bean (Phaseolus vulgaris). Our study investigated the microbiome membership that persisted over multiple dimensions important for plant agriculture, including major U.S. growing regions (Michigan, Nebraska, Colorado, and Washington), plant development, annual plantings, and divergent genotypes, and also included re-analysis of public data from beans grown in Colombia. We found 48 core bacterial taxa that were consistently detected in all samples, inclusive of all datasets and dimensions. This suggests reliable enrichment of these taxa to the plant environment and time-independence of their association with the plant. More generally, the breadth of ecologically important dimensions included in this work (space, time, host genotype, and management) provides an example of how to systematically identify the most stably-associated microbiome members, and can be applied to other hosts or systems.
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20
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Sweet Sorghum Genotypes Tolerant and Sensitive to Nitrogen Stress Select Distinct Root Endosphere and Rhizosphere Bacterial Communities. Microorganisms 2021; 9:microorganisms9061329. [PMID: 34207412 PMCID: PMC8234256 DOI: 10.3390/microorganisms9061329] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 06/14/2021] [Accepted: 06/15/2021] [Indexed: 12/17/2022] Open
Abstract
The belowground microbiomes have many beneficial functions that assist plant growth, including nutrient cycling, acquisition and transport, as well as alleviation of stresses caused by nutrient limitations such as nitrogen (N). Here we analyzed the root endosphere, rhizosphere and soil bacterial communities of seven sweet sorghum genotypes differing in sensitivity to N-stress. Sorghum genotypes were grown in fields with no (low-N) or sufficient (high-N) N. The dry shoot weight ratio (low-N/high-N) was used to determine N-stress sensitivity. Our hypothesis was that genotypes tolerant and sensitive to N-stress select distinct bacterial communities. The endosphere and rhizosphere bacterial community structure were significantly different between the N-stress sensitive and tolerant genotypes in the high-N field, but not in the low-N field. However, significant changes in the relative abundance of specific bacterial taxa were observed in both fields. Streptomyces, a bacterial genus known to alleviate plant abiotic stresses, was enriched in the endosphere and rhizosphere of the tolerant genotypes in the low-N field. Our study indicates that sweet sorghum genotypes tolerant to N-stress select taxa that can potentially mitigate the N-stress, suggesting that the interactions between N-stress tolerant lines and the root-associated microbiome might be vital for coping with N-stress.
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21
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Ely B. Evolutionary history of Caulobacter toxin-antitoxin systems. Curr Microbiol 2021; 78:2899-2904. [PMID: 34047829 DOI: 10.1007/s00284-021-02549-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/21/2021] [Indexed: 11/29/2022]
Abstract
Toxin-antitoxin (TA) systems have been studied in many bacterial genera, but a clear understanding of the evolutionary trajectory of TA operons has not emerged. To address this issue, I identified 42 distinct TA operons in three genomes that represent the three branches of the Caulobacter phylogenetic tree. The location of each operon was then examined to determine if the operon was present in eight additional Caulobacter genomes. Most of the 42 TA operons were present at the same chromosomal location in genomes that represent at least two different branches of the Caulobacter phylogenetic tree. This result indicates that the chromosomal location of TA operons is conserved over evolutionary time scales. One the other hand, there were 177 instances where a TA operon was not present at an expected chromosomal location and four instances where only the antitoxin gene was present. Thus, the variable number of TA operons found in each genome appears to be due primarily to the loss of TA operons, and the addition of new TA operons to a genome was relatively rare. An additional feature of the TA operons was that they seemed to accumulate mutations faster than the adjacent genes.
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Affiliation(s)
- Bert Ely
- Department of Biological Sciences, University of South Carolina, Columbia, SC, 29208, USA.
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22
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Berrios L. Complete Genome Sequence of the Plant-Growth-Promoting Bacterium Caulobacter segnis CBR1. Curr Microbiol 2021; 78:2935-2942. [PMID: 34047832 DOI: 10.1007/s00284-021-02548-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 05/21/2021] [Indexed: 11/29/2022]
Abstract
Genomic sequencing has vastly expedited our understanding of bacterial functions. However, the genomes of many plant-growth-promoting bacteria (PGPB) have yet to be sequenced and contextualized. To this end, I report the sequenced genome of a PGPB-Caulobacter segnis CBR1-and contextualize its genomic features with the genomic features of sequenced Caulobacter strains. Moreover, I demonstrate that the CBR1 genome harbors genomic features that have been shown to be necessary for select Caulobacter strains to enhance the growth and development of Arabidopsis plants. Together, these findings will help guide future investigations that seek to understand the molecular factors undergirding the positive interactions between plants and microbes.
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Affiliation(s)
- Louis Berrios
- Department of Biological Sciences, University of South Carolina, Columbia, SC, 29208, USA.
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23
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Berrios L, Ely B. Genes related to redox and cell curvature facilitate interactions between Caulobacter strains and Arabidopsis. PLoS One 2021; 16:e0249227. [PMID: 33793620 PMCID: PMC8016251 DOI: 10.1371/journal.pone.0249227] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 03/12/2021] [Indexed: 12/28/2022] Open
Abstract
Bacteria play an integral role in shaping plant growth and development. However, the genetic factors that facilitate plant-bacteria interactions remain largely unknown. Here, we demonstrated the importance of two bacterial genetic factors that facilitate the interactions between plant-growth-promoting (PGP) bacteria in the genus Caulobacter and the host plant Arabidopsis. Using homologous recombination, we disrupted the cytochrome ubiquinol oxidase (cyo) operon in both C. vibrioides CB13 and C. segnis TK0059 by knocking out the expression of cyoB (critical subunit of the cyo operon) and showed that the mutant strains were unable to enhance the growth of Arabidopsis. In addition, disruption of the cyo operon, metabolomic reconstructions, and pH measurements suggested that both elevated cyoB expression and acid production by strain CB13 contribute to the previously observed inhibition of Arabidopsis seed germination. We also showed that the crescent shape of the PGP bacterial strain C. crescentus CB15 contributes to its ability to enhance plant growth. Thus, we have identified specific genetic factors that explain how select Caulobacter strains interact with Arabidopsis plants.
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Affiliation(s)
- Louis Berrios
- Department of Biological Sciences, University of South Carolina, Columbia, SC, United State of America
- * E-mail:
| | - Bert Ely
- Department of Biological Sciences, University of South Carolina, Columbia, SC, United State of America
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Kavamura VN, Mendes R, Bargaz A, Mauchline TH. Defining the wheat microbiome: Towards microbiome-facilitated crop production. Comput Struct Biotechnol J 2021; 19:1200-1213. [PMID: 33680361 PMCID: PMC7902804 DOI: 10.1016/j.csbj.2021.01.045] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 01/29/2021] [Accepted: 01/30/2021] [Indexed: 12/17/2022] Open
Abstract
Wheat is one of the world's most important crops, but its production relies heavily on agrochemical inputs which can be harmful to the environment when used excessively. It is well known that a multitude of microbes interact with eukaryotic organisms, including plants, and the sum of microbes and their functions associated with a given host is termed the microbiome. Plant-microbe interactions can be beneficial, neutral or harmful to the host plant. Over the last decade, with the development of next generation DNA sequencing technology, our understanding of the plant microbiome structure has dramatically increased. Considering that defining the wheat microbiome is key to leverage crop production in a sustainable way, here we describe how different factors drive microbiome assembly in wheat, including crop management, edaphic-environmental conditions and host selection. In addition, we highlight the benefits to take a multidisciplinary approach to define and explore the wheat core microbiome to generate solutions based on microbial (synthetic) communities or single inoculants. Advances in plant microbiome research will facilitate the development of microbial strategies to guarantee a sustainable intensification of crop production.
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Affiliation(s)
- Vanessa N. Kavamura
- Sustainable Agriculture Sciences, Rothamsted Research, Harpenden, Hertfordshire, UK
| | - Rodrigo Mendes
- Laboratory of Environmental Microbiology, Embrapa Environment, Jaguariúna, SP, Brazil
| | - Adnane Bargaz
- Agrobiosciences, Mohammed VI Polytechnic University, Benguerir, Morocco
| | - Tim H. Mauchline
- Sustainable Agriculture Sciences, Rothamsted Research, Harpenden, Hertfordshire, UK
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25
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Khatoon Z, Huang S, Rafique M, Fakhar A, Kamran MA, Santoyo G. Unlocking the potential of plant growth-promoting rhizobacteria on soil health and the sustainability of agricultural systems. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2020; 273:111118. [PMID: 32741760 DOI: 10.1016/j.jenvman.2020.111118] [Citation(s) in RCA: 103] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Revised: 07/13/2020] [Accepted: 07/19/2020] [Indexed: 05/06/2023]
Abstract
The concept of soil health refers to specific soil properties and the ability to support and sustain crop growth and productivity, while maintaining long-term environmental quality. The key components of healthy soil are high populations of organisms that promote plant growth, such as the plant growth promoting rhizobacteria (PGPR). PGPR plays multiple beneficial and ecological roles in the rhizosphere soil. Among the roles of PGPR in agroecosystems are the nutrient cycling and uptake, inhibition of potential phytopathogens growth, stimulation of plant innate immunity, and direct enhancement of plant growth by producing phytohormones or other metabolites. Other important roles of PGPR are their environmental cleanup capacities (soil bioremediation). In this work, we review recent literature concerning the diverse mechanisms of PGPR in maintaining healthy conditions of agricultural soils, thus reducing (or eliminating) the toxic agrochemicals dependence. In conclusion, this review provides comprehensive knowledge on the current PGPR basic mechanisms and applications as biocontrol agents, plant growth stimulators and soil rhizoremediators, with the final goal of having more agroecological practices for sustainable agriculture.
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Affiliation(s)
- Zobia Khatoon
- Key Laboratory of Pollution Processes and Environmental Criteria of the Ministry of Education, Key Laboratory of Urban Ecological Environment Rehabilitation and Pollution Control of Tianjin, Numerical Stimulation Group for Water Environment, College of Environmental Science and Engineering Nankai University, Tianjin, 300350, China
| | - Suiliang Huang
- Key Laboratory of Pollution Processes and Environmental Criteria of the Ministry of Education, Key Laboratory of Urban Ecological Environment Rehabilitation and Pollution Control of Tianjin, Numerical Stimulation Group for Water Environment, College of Environmental Science and Engineering Nankai University, Tianjin, 300350, China
| | - Mazhar Rafique
- Department of Soil Science, The University of Haripur, 22630, KPK, Pakistan
| | - Ali Fakhar
- Department of Soil Science, Sindh Agricultural University, Tandojam, Pakistan
| | | | - Gustavo Santoyo
- Genomic Diversity Laboratory, Institute of Biological and Chemical Research, Universidad Michoacana de San Nicolas de Hidalgo, 58030, Morelia, Mexico.
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Insights from the Complete Genome Sequence of Bacillus circulans GN03, a Plant Growth-Promoting Bacterium Isolated from Pak Choi Cabbage (Brassica chinensis L.) Root Surface. Microbiol Resour Announc 2020; 9:9/34/e00581-20. [PMID: 32816972 PMCID: PMC7441230 DOI: 10.1128/mra.00581-20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
A plant growth-promoting rhizobacterium, Bacillus circulans GN03, was isolated from the root surface of pak choi cabbage. Here, we report the whole-genome sequence of the GN03 strain, which includes a circular chromosome (5,217,129 bp; GC content, 35.64%) and a plasmid (181,705 bp; GC content, 31.62%). A plant growth-promoting rhizobacterium, Bacillus circulans GN03, was isolated from the root surface of pak choi cabbage. Here, we report the whole-genome sequence of the GN03 strain, which includes a circular chromosome (5,217,129 bp; GC content, 35.64%) and a plasmid (181,705 bp; GC content, 31.62%).
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