Abstract
Volatile organic compounds (VOCs), produced by a variety of microbial species and used as biological agents, have been demonstrated to play a significant role in controlling phytopathogens. In continuation of our previous studies, we aim to elucidate the underlying mechanisms and pathways involved in interactions between pathogens and microbial VOCs. In the current study, we tested how VOCs produced by Bacillus velezensis FZB42 affect the growth of Ralstonia solanacearum TBBS1 in vitro.Query The result showed that the colony growth of R. solanacearum was reduced with an inhibition rate of 0.83 ± 0.043 as compared to the control 1.7 ± 0.076, respectively. The number of viable cells of R. solanacearum was significantly decreased to 7.68 CFU/mL as compared to the control (9.02 CFU/mL). In addition, transcriptomic analysis of R. solanacearum in response to VOCs produced by FZB42 was performed to better understand the effect of VOCs on R. solanacearum. The transcriptional response of R. solanacearum to FZB42-VOCs was determined using an Illumina RNA-seq approach. The results revealed significant changes in the expression of 2094 R. solanacearum genes, including 593 upregulated and 1501 downregulated genes. To validate the RNA-seq results, the expression of 10 genes was quantified using RT-qPCR. Furthermore, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases were used to functionally annotate differentially expressed genes. Significant changes were observed in genes directly or indirectly related to virulence, including those related to bacterial invasion, motility, chemotaxis, and secretion systems. Overall, RNA-seq profiling provides new insights into the possible fundamental molecular mechanisms that are responsible for the reduction in growth and virulence of R. solanacearum upon application of FZB42-VOC.
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References
Ahmed W et al (2022a) Ralstonia solanacearum, a deadly pathogen: Revisiting the bacterial wilt biocontrol practices in tobacco and other Solanaceae. Rhizosphere 1:100479
Ahmed W et al (2022b) Bacillus amyloliquefaciens WS-10 as a potential plant growth-promoter and biocontrol agent for bacterial wilt disease of flue-cured tobacco. Egypt J Biol Pest Control 32(1):1–14
Annadurai RS et al (2012) Next generation sequencing and de novo transcriptome analysis of Costus pictus D. Don, a non-model plant with potent anti-diabetic properties. BMC Genomics 13(1):1–15
Asolkar T, Ramesh R (2020) The involvement of the Type Six Secretion System (T6SS) in the virulence of Ralstonia solanacearum on brinjal. 3 Biotech 10(7):324
Benjamini Y, Yekutieli D (2001) The control of the false discovery rate in multiple testing under dependency. Ann Stat 1:1165–1188
Chen K et al (2020) Bacillus species as potential biocontrol agents against citrus diseases. Biol Control 151:104419
Chen M et al (2022) A CysB regulator positively regulates cysteine synthesis, expression of type III secretion system genes, and pathogenicity in Ralstonia solanacearum. Mol Plant Pathol 23(5):679–692
Conesa A, Götz S (2008) Blast2GO: a comprehensive suite for functional analysis in plant genomics. Int J Plant Genom 2008:1
Cornelis GR, Van Gijsegem F (2000) Assembly and function of type III secretory systems. Annu Rev Microbiol 54(1):735–774
Cornelis GR et al (2006) Length control of extended protein structures in bacteria and bacteriophages. Curr Opin Microbiol 9(2):201–206
Corral J et al (2020) Twitching and swimming motility play a role in Ralstonia solanacearum pathogenicity. Msphere 5(2):e00740-e1719
Coutinho T (2005) Introduction and prospectus on the survival of R. solanacearum. Bacterial Wilt Disease Ralstonia Solanacearum Species Complex 1:29–38
Digonnet C et al (2012) Deciphering the route of Ralstonia solanacearum colonization in Arabidopsis thaliana roots during a compatible interaction: focus at the plant cell wall. Planta 236:1419–1431
Elsayed TR et al (2020) Biocontrol of bacterial wilt disease through complex interaction between tomato plant, antagonists, the indigenous rhizosphere microbiota, and Ralstonia solanacearum. Front Microbiol 10:2835
Fialho MB et al (2010) Volatile organic compounds produced by Saccharomyces cerevisiae inhibit the in vitro development of Guignardia citricarpa, the causal agent of citrus black spot. World J Microbiol Biotechnol 26:925–932
Guo Q et al (2014) Complete genome sequence of Bacillus subtilis BAB-1, a biocontrol agent for suppression of tomato gray mold. Genome Announc 2(4):e00744-e1714
Jiang G et al (2016) Modeling and experimental determination of infection bottleneck and within-host dynamics of a soil-borne bacterial plant pathogen. bioRxiv 1:061408
Jinal NH, Amaresan N (2020) Evaluation of biocontrol Bacillus species on plant growth promotion and systemic-induced resistant potential against bacterial and fungal wilt-causing pathogens. Arch Microbiol 202(7):1785–1794
Kim B-S et al (2016) Bacterial wilt disease: Host resistance and pathogen virulence mechanisms. Physiol Mol Plant Pathol 95:37–43
Lahlali R et al (2022) Biological control of plant pathogens: A global perspective. Microorganisms 10(3):596
Lee B et al (2012) Induced resistance by a long-chain bacterial volatile: elicitation of plant systemic defense by a C13 volatile produced by Paenibacillus polymyxa. PLoS ONE 7(11):e48744
Leiman PG et al (2009) Type VI secretion apparatus and phage tail-associated protein complexes share a common evolutionary origin. Proc Natl Acad Sci 106(11):4154–4159
Lemfack MC et al (2014) mVOC: a database of microbial volatiles. Nucleic Acids Res 42(D1):D744–D748
Li R et al (2009) SOAP2: an improved ultrafast tool for short read alignment. Bioinformatics 25(15):1966–1967
Liu H et al (2005) Pyramiding unmarked deletions in Ralstonia solanacearum shows that secreted proteins in addition to plant cell-wall-degrading enzymes contribute to virulence. Mol Plant Microbe Interact 18(12):1296–1305
Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the \(2^{-\Delta \Delta {\rm C}_{\text{T}}}\) method. Methods 25(4):402–408. https://doi.org/10.1006/meth.2001.1262
Lowe-Power TM et al (2018) Metabolomics of tomato xylem sap during bacterial wilt reveals Ralstonia solanacearum produces abundant putrescine, a metabolite that accelerates wilt disease. Environ Microbiol 20(4):1330–1349
Maji S, Chakrabartty P (2014) Biocontrol of bacterial wilt of tomato caused by’Ralstonia solanacearum’by isolates of plant growth promoting rhizobacteria. Aust J Crop Sci 8(2):208–214
Mansfield J et al (2012) Top 10 plant pathogenic bacteria in molecular plant pathology. Mol Plant Pathol 13(6):614–629
Massawe VC et al (2018) Volatile compounds of endophytic Bacillus spp. have biocontrol activity against Sclerotinia sclerotiorum. Phytopathology 108(12):1373–1385
Meyer E, Aglyamova GV, Wang S, Buchanan-Carter J, Abrego D, Colbourne JK, Willis BL, Matz MV (2009) Sequencing and de novo analysis of a coral larval transcriptome using 454 GSFlx. BMC Genom 10:219
Mitchell AM et al (2009) Volatile antimicrobials from Muscodor crispans, a novel endophytic fungus. Microbiology 156(1):270–277
Mohamed BF et al (2020) Approving the biocontrol method of potato wilt caused by Ralstonia solanacearum (Smith) using Enterobacter cloacae PS14 and Trichoderma asperellum T34. Egypt J Biol Pest Control 30:1–13
Mortazavi A et al (2008) Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 5(7):621–662
Poueymiro M et al (2009) Two type III secretion system effectors from Ralstonia solanacearum GMI1000 determine host-range specificity on tobacco. Mol Plant Microbe Interact 22(5):538–550
Rajer FU et al (2017) Volatile organic compounds produced by a soil-isolate, Bacillus subtilis FA26 induce adverse ultra-structural changes to the cells of Clavibacter michiganensis ssp. sepedonicus, the causal agent of bacterial ring rot of potato. Microbiology 163(4):523–530
Ray SK et al (2015) rpoN1, but not rpoN2, is required for twitching motility, natural competence, growth on nitrate, and virulence of Ralstonia solanacearum. Front Microbiol 6:229
Raza W et al (2016a) Volatile organic compounds produced by Pseudomonas fluorescens WR-1 restrict the growth and virulence traits of Ralstonia solanacearum. Microbiol Res 192:103–113
Raza W et al (2016b) Response of tomato wilt pathogen Ralstonia solanacearum to the volatile organic compounds produced by a biocontrol strain Bacillus amyloliquefaciens SQR-9. Sci Rep 6(1):1–13
Raza W et al (2016c) Effects of volatile organic compounds produced by Bacillus amyloliquefaciens on the growth and virulence traits of tomato bacterial wilt pathogen Ralstonia solanacearum. Appl Microbiol Biotechnol 100:7639–7650
Suresh P et al (2022) Pseudomonas fluorescens VSMKU3054 mediated induced systemic resistance in tomato against Ralstonia solanacearum. Physiol Mol Plant Pathol 119:101836
Swanson JK et al (2005) Behavior of Ralstonia solanacearum race 3 biovar 2 during latent and active infection of geranium. Phytopathology 95(2):136–143
Tahir HA et al (2017a) Plant growth promotion by volatile organic compounds produced by Bacillus subtilis SYST2. Front Microbiol 8:171
Tahir HAS et al (2017b) Bacillus volatiles adversely affect the physiology and ultra-structure of Ralstonia solanacearum and induce systemic resistance in tobacco against bacterial wilt. Sci Rep 7(1):40481
Tans-Kersten J et al (2004) Swimming motility, a virulence trait of Ralstonia solanacearum, is regulated by FlhDC and the plant host environment. Mol Plant Microbe Interact 17(6):686–695
Trapnell C et al (2009) TopHat: discovering splice junctions with RNA-Seq. Bioinformatics 25(9):1105–1111
Wang N et al (2019) Plant root exudates are involved in Bacillus cereus AR156 mediated biocontrol against Ralstonia solanacearum. Front Microbiol 10:98
Wei Z et al (2018) Ralstonia solanacearum pathogen disrupts bacterial rhizosphere microbiome during an invasion. Soil Biol Biochem 118:8–17
Weisskopf L (2013) The potential of bacterial volatiles for crop protection against phytophathogenic fungi. Microbial Pathogens Strategies Combat Them: Sci, Technol Educ 2:1352–1363
Xie S et al (2018) Antibacterial effects of volatiles produced by Bacillus strain D13 against Xanthomonas oryzae pv. oryzae. Mol Plant Pathol 19(1):49–58
Xue H et al (2020) Insights into the root invasion by the plant pathogenic bacterium Ralstonia solanacearum. Plants 9(4):516
Yanti Y et al (2018) Characterizations of endophytic Bacillus strains from tomato roots as growth promoter and biocontrol of Ralstonia solanacearum. Biodiversitas J Biol Divers 19(3):906–911
Yao J, Allen C (2006) Chemotaxis is required for virulence and competitive fitness of the bacterial wilt pathogen Ralstonia solanacearum. J Bacteriol 188(10):3697–3708
Yousefvand M et al (2023) Volatile compounds produced by endophytic bacteria adversely affect the virulence traits of Ralstonia solanacearum. Biol Control 178:105145
Yuan X et al (2020) Innovation and application of the type III secretion system inhibitors in plant pathogenic bacteria. Microorganisms 8(12):1956
Zhang L et al (2012) TssM is essential for virulence and required for type VI secretion in Ralstonia solanacearum. J Plant Dis Prot 119:125–134
Zhang C et al (2017) Overexpression of a novel peanut NBS-LRR gene A h RRS 5 enhances disease resistance to R alstonia solanacearum in tobacco. Plant Biotechnol J 15(1):39–55
Funding
This work was supported by National Key R&D Plan Intergovernmental International Science and Technology Innovation Cooperation Project (2022YFE0121800), National Natural Science Foundation of China (31972325, 32172490), and Natural Science Foundation for Excellent Youth Scholars of Jiangsu Province, China (BK20200078).
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H.W. and H.A.S.T. planned and designed this research; H.A.S.T. and Q.A performed research, methodology, and writing and editing. F.U.R., W.G., H.M.A.T., and R.B. helped with the analysis and compiled the results and data of the manuscript; F.U.R., Q.S., A.R.K., and Q.A. helped with the experiments and improved the writing. Q.G., X.G., and H.W. contributed to the critical revision of the manuscript. All the authors have read and agreed to the published version of the manuscript.
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Tahir, H.A.S., Ali, Q., Rajer, F.U. et al. Transcriptomic analysis of Ralstonia solanacearum in response to antibacterial volatiles of Bacillus velezensis FZB42. Arch Microbiol 205, 358 (2023). https://doi.org/10.1007/s00203-023-03697-4
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DOI: https://doi.org/10.1007/s00203-023-03697-4