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Zhao C, Sinkkonen A, Jumpponen A, Hui N. Urban soils immobilize harmful microbes and antibiotic resistance genes. JOURNAL OF HAZARDOUS MATERIALS 2025; 488:137419. [PMID: 39884039 DOI: 10.1016/j.jhazmat.2025.137419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Revised: 01/07/2025] [Accepted: 01/25/2025] [Indexed: 02/01/2025]
Abstract
Exposure to harmful microbiomes and antibiotic resistance genes (ARGs) can negatively affect human health. However, the contribution of vegetation and soils to the airborne microbiota transferred indoors (AMTI) remains unclear. We used our newly-developed airborne microbial sampler (VenTube) to collect AMTI samples from 72 neighborhoods in Shanghai. The AMTI sampling coincided with simultaneous adjacent phyllosphere and soil microbes. We characterized the microbial communities using next-generation sequencing and quantitative PCR, and employed traceability analysis to identify the sources of AMTI. Our findings revealed that both bacterial and fungal communities in AMTI predominantly originated from phyllosphere, which was estimated to contribute up to 52.3 % and 67.2 % of the bacterial and fungal communities, respectively. Notably, there was extensive co-transfer of potential human pathogens (PHP) between phyllosphere microbes and AMTI. Surprisingly, although the soil harbored higher levels of PHP and respiratory diseases (RDs)-associated ARGs than AMTI, it contained fewer RDs-associated microbes overall. Furthermore, soil sulfur enrichment due to an increase in Ligustrum trees influenced the release of RDs-associated microorganisms from the soil. Collectively, our study emphasizes that the elevated levels of RDs-associated microbes in AMTI primarily derived from phyllosphere microbes. We also highlight that soils may limit the spread of RDs-associated microbes and ARGs.
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Affiliation(s)
- Chang Zhao
- School of Agriculture and Biology, Shanghai Jiao Tong University, 800 Dongchuan Rd., Shanghai 200240, China; Shanghai Yangtze River Delta Eco-Environmental Change and Management Observation and Research Station, Ministry of Science and Technology, Ministry of Education, 800 Dongchuan Rd., Shanghai 200240, China; Shanghai Urban Forest Ecosystem Research Station, National Forestry and Grassland Administration, 800 Dongchuan Rd., Shanghai 200240, China.
| | - Aki Sinkkonen
- Horticulture Technologies, Unit of Production Systems, Natural Resources Institute Finland, Turku, Finland.
| | - Ari Jumpponen
- Division of Biology, Kansas State University, Manhattan, KS, USA.
| | - Nan Hui
- School of Agriculture and Biology, Shanghai Jiao Tong University, 800 Dongchuan Rd., Shanghai 200240, China; Shanghai Yangtze River Delta Eco-Environmental Change and Management Observation and Research Station, Ministry of Science and Technology, Ministry of Education, 800 Dongchuan Rd., Shanghai 200240, China; Shanghai Urban Forest Ecosystem Research Station, National Forestry and Grassland Administration, 800 Dongchuan Rd., Shanghai 200240, China.
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Ahmed A, Liu Y, He P, He P, Wu Y, Munir S, He Y. Bacillus quorum quenching shapes the citrus mycobiome through interkingdom signaling. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 956:177074. [PMID: 39454793 DOI: 10.1016/j.scitotenv.2024.177074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 09/23/2024] [Accepted: 10/17/2024] [Indexed: 10/28/2024]
Abstract
Microbiomes are sustained through infinite yet mutually interacting microbial communities, with bacteria and fungi serving as the major constituents. In recent times, microbial interventions have become popular for microbiome manipulation to achieve sustainable goals. Whether and how the introduced biocontrol agent drives fungal microbial assemblages (mycobiome) and the role of interkingdom signaling in shaping the microbiome structure and function remain poorly understood. Here, we implemented wild-type (WT) Bacillus subtilis L1-21 and its quorum quenching (QQ) mutants (L1-21Δytnp, and L1-21Δyxel) individually and as consortia to explore the enrichment patterns of key mycobiome members in Huanglongbing (HLB) infected citrus compartments including leaf endosphere, root endosphere, and rhizosphere soil. The application of WT and its QQ mutants produced differential mycobiome enrichment across citrus compartments. Our findings reveal that application of WT B. subtilis enriched beneficial fungi such as Trichoderma (15.82 %) in leaf endosphere. In contrast, pathogenic fungi Fusarium (47.5 %) and Gibberella (0.47 %) involved in citrus root decline were adundant in the L1-21Δytnp treated root endosphere while Nigrospora (11 %) was predominant in L1-21Δyxel treated leaf endosphere, affirming the role of bacterial quorum sensing (QS) molecules in shaping the fungal community composition. In general, based on the fungal functional prediction, fungal pathogens were highly abundant in mutant-treated plants, particularly in leaf endosphere (L1-21Δytnp: 25 %; L1-21Δyxel: 36.35 %) compared to WT (20.93%). Additionally, some fungal members exhibited strong compartment specificity and both mutants induced distinct mycobiome shifts in rhizosphere soil, leaf, and root endopshere. In conclusion, B. subtilis QQ modifies bacterial QS networks facilitating beneficial fungi to establish, while loss of QQ leads to enrichment of pathogenic fungal groups. Our study provides a direct link of perception and regulation of mycobiome through bacterial-based QS and QQ system, and its association with disease outcomes.
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Affiliation(s)
- Ayesha Ahmed
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China
| | - Yinglong Liu
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China
| | - Pengbo He
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China
| | - Pengfei He
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China
| | - Yixin Wu
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China
| | - Shahzad Munir
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
| | - Yueqiu He
- State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan Agricultural University, Kunming, China.
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Ramírez C, Cardozo M, López Gastón M, Galdeano E, Collavino M. Plant growth promoting activities of endophytic bacteria from Melia azedarach (Meliaceae) and their influence on plant growth under gnotobiotic conditions. Heliyon 2024; 10:e35814. [PMID: 39170558 PMCID: PMC11337034 DOI: 10.1016/j.heliyon.2024.e35814] [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: 10/05/2023] [Revised: 08/01/2024] [Accepted: 08/05/2024] [Indexed: 08/23/2024] Open
Abstract
Bacteria that live asymptomatically within plant tissues are known as endophytes. Because of the close relation with the plant host, they have been a matter of interest for application as plant growth promoters. Melia azedarach is a widely distributed medicinal tree with proven insecticidal, antimicrobial, and antiviral activity. The aim of this study was to isolate and characterize endophytic bacteria from M. azedarach and analyze their plant growth promoting activities for the potential application as biological products. Bacteria were isolated from roots and leaves of trees growing in two locations of Northeastern Argentina. The isolates were characterized by repetitive extragenic palindromic sequence PCR and 16S rDNA sequence analysis. The plant growth-promoting activities were assayed in vitro, improvement of plant growth of selected isolates was tested on M. azedarach plantlets, and the effect of selected ACC deaminase producing isolates was tested on tomato seedlings under salt-stress conditions. The highest endophytic bacterial abundance and diversity were obtained from the roots. All isolates had at least one of the assayed plant growth-promoting activities and 80 % of them had antagonistic activity. The most efficient bacteria were Pseudomonas monteilii, Pseudomonas farsensis, Burkholderia sp. and Cupriavidus sp. for phosphate solubilization (2064 μg P ml-1), IAA production (94.7 μg ml-1), siderophore production index (5.5) and ACC deaminase activity (1294 nmol α-ketobutyrate mg-1 h-1). M. azedarach inoculation assays revealed the bacterial growth promotion potential, with Pseudomonas monteilii, Pseudomonas farsensis and Cupriavidus sp. standing out for their effect on leaf area, leaf dry weight, specific leaf area, and total Chl, Mg and N content, with increases of up to 149 %, 58 %, 65 %, 178 %, 76 % and 97.7 %, respectively, compared to NI plants. Efficient ACC deaminase-producing isolates increased stress tolerance of tomato plants under saline condition. Overall, these findings indicate the potential of the endophytic isolates as biostimulant and biocontrol agents.
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Affiliation(s)
- C. Ramírez
- Instituto de Botánica del Nordeste (IBONE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste-CONICET, Corrientes, Argentina
| | - M. Cardozo
- Instituto de Botánica del Nordeste (IBONE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste-CONICET, Corrientes, Argentina
| | - M. López Gastón
- Instituto de Botánica del Nordeste (IBONE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste-CONICET, Corrientes, Argentina
| | - E. Galdeano
- Instituto de Botánica del Nordeste (IBONE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste-CONICET, Corrientes, Argentina
| | - M.M. Collavino
- Instituto de Botánica del Nordeste (IBONE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste-CONICET, Corrientes, Argentina
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Zhou Y, Liu D, Li F, Dong Y, Jin Z, Liao Y, Li X, Peng S, Delgado-Baquerizo M, Li X. Superiority of native soil core microbiomes in supporting plant growth. Nat Commun 2024; 15:6599. [PMID: 39097606 PMCID: PMC11297980 DOI: 10.1038/s41467-024-50685-3] [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: 12/13/2023] [Accepted: 07/18/2024] [Indexed: 08/05/2024] Open
Abstract
Native core microbiomes represent a unique opportunity to support food provision and plant-based industries. Yet, these microbiomes are often neglected when developing synthetic communities (SynComs) to support plant health and growth. Here, we study the contribution of native core, native non-core and non-native microorganisms to support plant production. We construct four alternative SynComs based on the excellent growth promoting ability of individual stain and paired non-antagonistic action. One of microbiome based SynCom (SC2) shows a high niche breadth and low average variation degree in-vitro interaction. The promoting-growth effect of SC2 can be transferred to non-sterile environment, attributing to the colonization of native core microorganisms and the improvement of rhizosphere promoting-growth function including nitrogen fixation, IAA production, and dissolved phosphorus. Further, microbial fertilizer based on SC2 and composite carrier (rapeseed cake fertilizer + rice husk carbon) increase the net biomass of plant by 129%. Our results highlight the fundamental importance of native core microorganisms to boost plant production.
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Affiliation(s)
- Yanyan Zhou
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing, 210037, China
| | - Donghui Liu
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing, 210037, China
| | - Fengqiao Li
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing, 210037, China
| | - Yuanhua Dong
- Key Laboratory of Soil Environment and Pollution Remediation, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China
| | - Zhili Jin
- Yongzhou Company of Hunan Tobacco Company, Yongzhou, 425000, China
| | - Yangwenke Liao
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing, 210037, China
| | - Xiaohui Li
- Yongzhou Company of Hunan Tobacco Company, Yongzhou, 425000, China
| | - Shuguang Peng
- Hunan Province Company of China Tobacco Corporation, Changsha, 410004, China.
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Sevilla, Spain
| | - Xiaogang Li
- State Key Laboratory of Tree Genetics and Breeding, Nanjing Forestry University, Nanjing, 210037, China.
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Guo J, Ning H, Li Y, Xu Q, Shen Q, Ling N, Guo S. Assemblages of rhizospheric and root endospheric mycobiota and their ecological associations with functional traits of rice. mBio 2024; 15:e0273323. [PMID: 38319112 PMCID: PMC10936437 DOI: 10.1128/mbio.02733-23] [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: 10/18/2023] [Accepted: 01/09/2024] [Indexed: 02/07/2024] Open
Abstract
The soil-root interface harbors complex fungal communities that play vital roles in the fitness of host plants. However, little is known about the assembly rules and potential functions of rhizospheric and endospheric mycobiota. A greenhouse experiment was conducted to explore the fungal communities inhabiting the rhizosphere and roots of 87 rice cultivars at the tillering stage via amplicon sequencing of the fungal internal transcribed spacer 1 region. The potential relationships between these communities and host plant functional traits were also investigated using Procrustes analysis, generalized additive model fitting, and correlation analysis. The fungal microbiota exhibited greater richness, higher diversity, and lower structural variability in the rhizosphere than in the root endosphere. Compared with the root endosphere, the rhizosphere supported a larger coabundance network, with greater connectivity and stronger cohesion. Null model-based analyses revealed that dispersal limitation was primarily responsible for rhizosphere fungal community assembly, while ecological drift was the dominant process in the root endosphere. The community composition of fungi in the rhizosphere was shown to be more related to plant functional traits, such as the root/whole plant biomass, root:shoot biomass ratio, root/shoot nitrogen (N) content, and root/shoot/whole plant N accumulation, than to that in the root endosphere. Overall, at the early stage of rice growth, diverse and complex rhizospheric fungal communities are shaped by stochastic-based processes and exhibit stronger associations with plant functional traits. IMPORTANCE The assembly processes and functions of root-associated mycobiota are among the most fascinating yet elusive topics in microbial ecology. Our results revealed that stochastic forces (dispersal limitation or ecological drift) act on fungal community assembly in both the rice rhizosphere and root endosphere at the early stage of plant growth. In addition, high covariations between the rhizosphere fungal community compositions and plant functional trait profiles were clearly demonstrated in the present study. This work provides empirical evidence of the root-associated fungal assembly principles and ecological relationships of plant functional traits with rhizospheric and root endospheric mycobiota, thereby potentially providing novel perspectives for enhancing plant performance.
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Affiliation(s)
- Junjie Guo
- State Key Lab of Biocontrol, School of Agriculture, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, Guangdong, China
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Huiling Ning
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Yong Li
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, Hubei, China
| | - Qicheng Xu
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Qirong Shen
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Ning Ling
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Shiwei Guo
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
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Liang J, Wei C, Song X, Wang R, Shi H, Tan J, Cheng D, Wang W, Wang X. Bacterial wilt affects the structure and assembly of microbial communities along the soil-root continuum. ENVIRONMENTAL MICROBIOME 2024; 19:6. [PMID: 38229154 PMCID: PMC10792853 DOI: 10.1186/s40793-024-00548-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 01/02/2024] [Indexed: 01/18/2024]
Abstract
BACKGROUND Beneficial root-associated microbiomes play crucial roles in enhancing plant growth and suppressing pathogenic threats, and their application for defending against pathogens has garnered increasing attention. Nonetheless, the dynamics of microbiome assembly and defense mechanisms during pathogen invasion remain largely unknown. In this study, we aimed to investigate the diversity and assembly of microbial communities within four niches (bulk soils, rhizosphere, rhizoplane, and endosphere) under the influence of the bacterial plant pathogen Ralstonia solanacearum. RESULTS Our results revealed that healthy tobacco plants exhibited more diverse community compositions and more robust co-occurrence networks in root-associated niches compared to diseased tobacco plants. Stochastic processes (dispersal limitation and drift), rather than determinism, dominated the assembly processes, with a higher impact of drift observed in diseased plants than in healthy ones. Furthermore, during the invasion of R. solanacearum, the abundance of Fusarium genera, a known potential pathogen of Fusarium wilt, significantly increased in diseased plants. Moreover, the response strategies of the microbiomes to pathogens in diseased and healthy plants diverged. Diseased microbiomes recruited beneficial microbial taxa, such as Streptomyces and Bacilli, to mount defenses against pathogens, with an increased presence of microbial taxa negatively correlated with the pathogen. Conversely, the potential defense strategies varied across niches in healthy plants, with significant enrichments of functional genes related to biofilm formation in the rhizoplane and antibiotic biosynthesis in the endosphere. CONCLUSION Our study revealed the varied community composition and assembly mechanism of microbial communities between healthy and diseased tobacco plants along the soil-root continuum, providing new insights into niche-specific defense mechanisms against pathogen invasions. These findings may underscore the potential utilization of different functional prebiotics to enhance plants' ability to fend off pathogens.
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Affiliation(s)
- Jinchang Liang
- Key Laboratory of Tobacco Pest Monitoring & Integrated Management, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, 266101, Qingdao, China
| | - Chengjian Wei
- Key Laboratory of Tobacco Pest Monitoring & Integrated Management, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, 266101, Qingdao, China
- College of Agriculture, Guangxi University, 530004, Nanning, China
| | - Xueru Song
- Engineering Center for Biological Control of Diseases and Pests in Tobacco Industry, 653100, Yuxi, China
| | - Rui Wang
- Enshi Tobacco Science and Technology Center, 445000, Enshi, China
| | - Heli Shi
- Enshi Tobacco Science and Technology Center, 445000, Enshi, China
| | - Jun Tan
- Enshi Tobacco Science and Technology Center, 445000, Enshi, China
| | - Dejie Cheng
- College of Agriculture, Guangxi University, 530004, Nanning, China
| | - Wenjing Wang
- Key Laboratory of Tobacco Pest Monitoring & Integrated Management, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, 266101, Qingdao, China
| | - Xiaoqiang Wang
- Key Laboratory of Tobacco Pest Monitoring & Integrated Management, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, 266101, Qingdao, China.
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Xi DD, Gao L, Miao LM, Ge LA, Zhang DY, Zhang ZH, Li XF, Zhu YY, Shen HB, Zhu HF. Changes in Diversity and Composition of Rhizosphere Bacterial and Fungal Community between Resistant and Susceptible Pakchoi under Plasmodiophora brassicae. Int J Mol Sci 2023; 24:16779. [PMID: 38069101 PMCID: PMC10706474 DOI: 10.3390/ijms242316779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 11/23/2023] [Accepted: 11/24/2023] [Indexed: 12/18/2023] Open
Abstract
Plasmodiophora brassicae (P. brassicae) is a soil-born pathogen worldwide and can infect most cruciferous plants, which causes great yield decline and economic losses. It is not well known how microbial diversity and community composition change during P. brassicae infecting plant roots. Here, we employed a resistant and a susceptible pakchoi cultivar with and without inoculation with P. brassicae to analyze bacterial and fungal diversity using 16S rRNA V3-V4 and ITS_V1 regions, respectively. 16S rRNA V3-V4 and ITS_V1 regions were amplified and sequenced separately. Results revealed that both fungal and bacterial diversity increased, and composition was changed in the rhizosphere soil of the susceptible pakchoi compared with the resistant cultivar. In the four groups of R_mock, S_mock, R_10d, and S_10d, the most relatively abundant bacterium and fungus was Proteobacteria, accounting for 61.92%, 58.17%, 48.64%, and 50.00%, respectively, and Ascomycota, accounting for 75.11%, 63.69%, 72.10%, and 90.31%, respectively. A total of 9488 and 11,914 bacteria were observed uniquely in the rhizosphere soil of resistant and susceptible pakchoi, respectively, while only 80 and 103 fungi were observed uniquely in the correlated soil. LefSe analysis showed that 107 and 49 differentially abundant taxa were observed in bacteria and fungi. Overall, we concluded that different pakchoi cultivars affect microbial diversity and community composition, and microorganisms prefer to gather around the rhizosphere of susceptible pakchoi. These findings provide a new insight into plant-microorganism interactions.
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Affiliation(s)
- Dan-Dan Xi
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Lu Gao
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Li-Ming Miao
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Li-Ao Ge
- Jinshan Agricultural Technology Extension Center, Shanghai 201599, China;
| | - Ding-Yu Zhang
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Zhao-Hui Zhang
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Xiao-Feng Li
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Yu-Ying Zhu
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Hai-Bin Shen
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
| | - Hong-Fang Zhu
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Zhuanghang Comprehensive Experiment Station, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (D.-D.X.); (L.G.); (L.-M.M.); (D.-Y.Z.); (Z.-H.Z.); (X.-F.L.); (Y.-Y.Z.); (H.-B.S.)
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Liu K, Wang Q, Sun M, Gao S, Liu Q, Shan L, Guo J, Bian J. Soil bacterial communities of paddy are dependent on root compartment niches but independent of growth stages from Mollisols of Northeast China. Front Microbiol 2023; 14:1170611. [PMID: 37125155 PMCID: PMC10140518 DOI: 10.3389/fmicb.2023.1170611] [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: 02/21/2023] [Accepted: 03/27/2023] [Indexed: 05/02/2023] Open
Abstract
Introduction Deep insights into adhering soil of root zones (rhizosphere and rhizoplane) microbial community could provide a better understanding of the plant-microbe relationship. To better understand the dynamics of these microbial assemblies over the plant life cycle in rhizodeposition along rice roots. Methods Here, we investigated bacterial distribution in bulk, rhizosphere, and rhizoplane soils at tillering, heading, and mature stage, from rice (Oryza sativa) fields of the Northeast China. Results and Discussion Our results revealed that soil bacterial α-diversity and community composition were significantly affected by root compartment niches but not by temporal change. Compared to rhizoplane soils in the same period, bulk in the heading and rhizosphere in the mature had the largest increase in Shannon's index, with 11.02 and 14.49% increases, respectively. Proteobacteria, Chloroflexi, Bacteroidetes, and Acidobacteria are predominant across all soil samples, bulk soil had more phyla increased across the growing season than that of root related-compartments. Deterministic mechanisms had a stronger impact on the bacterial community in the compartments connected to the roots, with the relative importance of the bulk soil, rhizoplane and rhizosphere at 83, 100, and 56%, respectively. Because of ecological niche drivers, the bacterial networks in bulk soils exhibit more complex networks than rhizosphere and rhizoplane soils, reflected by more nodes, edges, and connections. More module hub and connector were observed in bulk (6) and rhizoplane (5) networks than in rhizosphere (2). We also detected shifts from bulk to rhizoplane soils in some functional guilds of bacteria, which changed from sulfur and nitrogen utilization to more carbon and iron cycling processes. Taken together, our results suggest distinct bacterial network structure and distribution patterns among rhizosphere, rhizoplane, and bulk soils, which could possibly result in potential functional differentiation. And the potential functional differentiation may be influenced by plant root secretions, which still needs to be further explored.
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Affiliation(s)
- Kai Liu
- Heilongjiang Academy of Agricultural Sciences, Harbin, China
| | - Qiuju Wang
- Heilongjiang Academy of Black Soil Conservation and Utilization, Harbin, China
| | - Minglong Sun
- Crop Resources Institute, Heilongjiang Academy of Agricultural Sciences, Harbin, China
| | - Shiwei Gao
- Suihua Branch of Heilongjiang Academy of Agricultural Sciences, Suihua, China
| | - Qing Liu
- Suihua Branch of Heilongjiang Academy of Agricultural Sciences, Suihua, China
| | - Lili Shan
- Rice Research Institute of Heilongjiang Academy of Agricultural Sciences, Jiamusi, China
| | - Junxiang Guo
- Rice Research Institute of Heilongjiang Academy of Agricultural Sciences, Jiamusi, China
| | - Jingyang Bian
- Daqing Branches of Heilongjiang Academy of Agricultural Sciences, Daqing, China
- *Correspondence: Jingyang Bian,
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