Transcriptomics and Metabolomics Reveal the Antagonistic Mechanism of Bacillus velezensis 20507 Fermentation Broth Against Fusarium Head Blight Pathogen
Abstract
1. Introduction
2. Materials and Methods
2.1. Fungal Strains and Culture Conditions
2.2. Dual-Culture Antagonism Test In Vitro
2.3. Time-Course Assessment of Antifungal Metabolite Production
2.4. Plant Inoculation Assay and Sample Collection for Transcriptome Analysis
2.5. RNA Extraction, Library Construction, and Sequencing
2.6. Bioinformatics Analysis of RNA-Seq Data
2.7. Quantitative Real-Time PCR (qRT-PCR) Validation
2.8. Isolation and Identification of Antifungal Metabolites from the Fermentation Broth
3. Results
3.1. B. velezensis 20507 Fermentation Broth Inhibits F. graminearum Mycelial Growth In Vitro
3.2. Fermentation Broth of B. velezensis 20507 Alleviates Disease Symptoms in Wheat Seedlings
3.3. Antifungal Activity of B. velezensis 20507 Fermentation Broth Is Time-Dependent
3.4. RNA Sequencing and Mapping Efficiency
3.5. B. velezensis 20507 Fermentation Broth Directly Inhibits Pathogen Growth and Disrupts Its Core Metabolism
3.6. Global Transcriptomic Alterations in Wheat Reveal Pathogen-Induced Suppression and Biocontrol Agent-Mediated Modulation
3.7. Transcriptional and Metabolic Reprogramming in Wheat in Response to Pathogen Infection and B. velezensis 20507 Biocounteraction
3.8. Molecular Basis of Defense Priming and Amplified Response by B. velezensis 20507
3.9. qRT-PCR Validation of RNA-Seq Data
| Gene | Annotation | Species |
|---|---|---|
| gene3304 (FGSG_03147) | Isocitrate lyase | F. graminearum |
| gene422 (FGSG_10694) | Hypothetical protein—Function unknown | F. graminearum |
| gene4561 (FGSG_04451) | Malate synthase | F. graminearum |
| gene226 (FGSG_00026) | Cystathionine beta-lyase | F. graminearum |
| gene1629 (FGSG_01373) | Hypothetical protein—Function unknown | F. graminearum |
| gene2332 (FPSE_05743) | Hypothetical protein—Function unknown | F. graminearum |
| gene2676 (FGSG_02597) | Copper amine oxidase 1 | F. graminearum |
| gene4685 (FGSG_08596) | Hypothetical protein—Function unknown | F. graminearum |
| gene10081 (FGSG_13878) | Hypothetical protein—Function unknown | F. graminearum |
| gene4057 (FGSG_13783) | Hypothetical protein—Function unknown | F. graminearum |
| TraesCS7D03G0362800 | Pathogenesis-related protein PRB1-3 | T. aestivum |
| TraesCS5B03G1089600 | Unnamed protein product—Function unknown | T. aestivum |
| TraesCSU03G0385100 | Pathogenesis-related protein 1-8—A marker protein for plant defense responses | T. aestivum |
| TraesCS3A03G0316700 | Phosphoenolpyruvate carboxylase 1-like | T. aestivum |
| TraesCS2D03G0128900 | Ribulose bisphosphate carboxylase small chain | T. aestivum |
| TraesCS7B03G0245800 | Unnamed protein product—Function unknown | T. aestivum |
| TraesCS1A03G0880600 | Endoglucanase 3 | T. aestivum |
| TraesCS4A03G0706400 | Putative non-cyanogenic beta-glucosidase | T. aestivum |
| TraesCS3B03G0303400 | Unnamed protein product—Function unknown | T. aestivum |
| TraesCS6B03G0811700 | Beta-D-xylosidase 3-like | T. aestivum |
3.10. Bioassay-Guided Identification of Key Antifungal Metabolites in the Fermentation Broth of B. velezensis 20507
4. Discussion
4.1. Direct Antagonism: Disrupting Fungal Core Metabolism
4.2. Host Modulation: From Priming to Amplified Defense
4.3. Chemical Basis of Antagonism and Integration of Mechanisms
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Moonjely, S.; Ebert, M.; Paton-Glassbrook, D.; Noel, Z.A.; Roze, L.; Shay, R.; Watkins, T.; Trail, F. Update on the state of research to manage Fusarium head blight. Fungal Genet. Biol. 2023, 169, 103829. [Google Scholar] [CrossRef]
- Khan, M.K.; Pandey, A.; Athar, T.; Choudhary, S.; Deval, R.; Gezgin, S.; Hamurcu, M.; Topal, A.; Atmaca, E.; Santos, P.A.; et al. Fusarium head blight in wheat: Contemporary status and molecular approaches. 3 Biotech 2020, 10, 172. [Google Scholar] [CrossRef] [PubMed]
- Merhej, J.; Richard-Forget, F.; Barreau, C. Regulation of trichothecene biosynthesis in Fusarium: Recent advances and new insights. Appl. Microbiol. Biotechnol. 2011, 91, 519–528. [Google Scholar] [CrossRef]
- Khan, R.; Anwar, F.; Ghazali, F.M. A comprehensive review of mycotoxins: Toxicology, detection, and effective mitigation approaches. Heliyon 2024, 10, e28361. [Google Scholar] [CrossRef]
- Johns, L.E.; Bebber, D.P.; Gurr, S.J.; Brown, N.A. Emerging health threat and cost of Fusarium mycotoxins in European wheat. Nat. Food 2022, 3, 1014–1019. [Google Scholar] [CrossRef] [PubMed]
- Zhang, L.; Jia, X.; Chen, C.; Zhou, M. Characterization of carbendazim sensitivity and trichothecene chemotypes of Fusarium graminearum in Jiangsu Province of China. Physiol. Mol. Plant Pathol. 2013, 84, 53–60. [Google Scholar] [CrossRef]
- Tang, G.; Chen, Y.; Xu, J.R.; Kistler, H.C.; Ma, Z. The fungal myosin I is essential for Fusarium toxisome formation. PLoS Pathog. 2018, 14, e1006827. [Google Scholar] [CrossRef]
- Audenaert, K.; Callewaert, E.; Höfte, M.; De Saeger, S.; Haesaert, G. Hydrogen peroxide induced by the fungicide prothioconazole triggers deoxynivalenol (DON) production by Fusarium graminearum. BMC Microbiol. 2010, 10, 112. [Google Scholar] [CrossRef]
- Marques, L.N.; Pizzutti, I.R.; Balardin, R.S.; Dos Santos, I.D.; Dias, J.V.; Stefanello, M.T.; Serafini, P.T. Occurrence of mycotoxins in wheat grains exposed to fungicides on Fusarium head blight control in southern Brazil. J. Environ. Sci. Health Part B 2017, 52, 244–250. [Google Scholar] [CrossRef]
- Figueroa, M.; Hammond-Kosack, K.E.; Solomon, P.S. A review of wheat diseases-a field perspective. Mol. Plant Pathol. 2018, 19, 1523–1536. [Google Scholar] [CrossRef] [PubMed]
- Legrand, F.; Picot, A.; Cobo-Díaz, J.F.; Chen, W.; Le Floch, G. Challenges facing the biological control strategies for the management of Fusarium Head Blight of cereals caused by F. graminearum. Biol. Control 2017, 113, 26–38. [Google Scholar] [CrossRef]
- Chen, Y.; Kistler, H.C.; Ma, Z. Fusarium graminearum Trichothecene Mycotoxins: Biosynthesis, Regulation, and Management. Annu. Rev. Phytopathol. 2019, 57, 15–39. [Google Scholar] [CrossRef]
- Bencheikh, A.; Belabed, I.; Rouag, N. Fusarium head blight of wheat: Current knowledge on associated species and their mycotoxins, pathogenicity diversity, and management strategies. Australas. Plant Pathol. 2024, 53, 457–471. [Google Scholar] [CrossRef]
- Wegulo, S.N.; Baenziger, P.S.; Hernandez Nopsa, J.; Bockus, W.W.; Hallen-Adams, H. Management of Fusarium head blight of wheat and barley. Crop Prot. 2015, 73, 100–107. [Google Scholar] [CrossRef]
- Mutlu, A.; Kaspar, C.; Becker, N.; Bischofs, I.B. A spore quality-quantity trade off favors diverse sporulation strategies in Bacillus subtilis. ISME J. 2020, 14, 2703–2714. [Google Scholar] [CrossRef]
- Piggot, P.J.; Hilbert, D.W. Sporulation of Bacillus subtilis. Curr. Opin. Microbiol. 2004, 7, 579–586. [Google Scholar] [CrossRef]
- Ntushelo, K.; Ledwaba, L.K.; Rauwane, M.E.; Adebo, O.A.; Njobeh, P.B. The mode of action of Bacillus species against Fusarium graminearum, tools for investigation, and future prospects. Toxins 2019, 11, 606. [Google Scholar] [CrossRef] [PubMed]
- Yi, Y.; Luan, P.; Fan, M.; Wu, X.; Sun, Z.; Shang, Z.; Yang, Y.; Li, C. Antifungal efficacy of Bacillus amyloliquefaciensZK-9 against Fusarium graminearum and analysis of the potential mechanism of its lipopeptides. Int. J. Food Microbiol. 2024, 422, 110821. [Google Scholar] [CrossRef] [PubMed]
- Yu, C.; Liu, X.; Zhang, X.; Zhang, M.; Gu, Y.; Ali, Q.; Mohamed, M.S.R.; Xu, J.; Shi, J.; Gao, X.; et al. Mycosubtilin produced by Bacillus subtilis ATCC6633 inhibits growth and mycotoxin biosynthesis of Fusarium graminearum and Fusarium verticillioides. Toxins 2021, 13, 791. [Google Scholar] [CrossRef]
- Zhao, Y.; Selvaraj, J.N.; Xing, F.; Zhou, L.; Wang, Y.; Song, H.; Tan, X.; Sun, L.; Sangare, L.; Folly, Y.M.; et al. Antagonistic action of Bacillus subtilis strain SG6 on Fusarium graminearum. PLoS ONE 2014, 9, e92486. [Google Scholar] [CrossRef]
- Kim, K.; Lee, Y.; Ha, A.; Kim, J.I.; Park, A.R.; Yu, N.H.; Son, H.; Choi, G.J.; Park, H.W.; Lee, C.W.; et al. Chemosensitization of Fusarium graminearum to chemical fungicides using cyclic lipopeptides produced by Bacillus amyloliquefaciens strain JCK-12. Front. Plant Sci. 2017, 8, 2010. [Google Scholar] [CrossRef]
- Palazzini, J.; Reynoso, A.; Yerkovich, N.; Zachetti, V.; Ramírez, M.; Chulze, S. Combination of Bacillus velezensis RC218 and chitosan to control Fusarium head blight on bread and durum wheat under greenhouse and field conditions. Toxins 2022, 14, 499. [Google Scholar] [CrossRef] [PubMed]
- Cheng, Y.; Lou, H.; He, H.; He, X.; Wang, Z.; Gao, X.; Liu, J. Genomic and biological control of Sclerotinia sclerotiorum using an extracellular extract from Bacillus velezensis 20507. Front. Microbiol. 2024, 15, 1385067. [Google Scholar] [CrossRef]
- Chen, S.; Zhou, Y.; Chen, Y.; Gu, J. fastp: An ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 2018, 34, i884–i890. [Google Scholar] [CrossRef] [PubMed]
- Kan, L.; Liao, Q.; Chen, Z.; Wang, S.; Ma, Y.; Su, Z.; Zhang, L. Dynamic transcriptomic and metabolomic analyses of Madhuca pasquieri (Dubard) H. J. Lam during the post-germination stages. Front. Plant Sci. 2021, 12, 731203. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Y.; Song, L.; Hou, L.; Cao, Z.; Vongsangnak, W.; Zhu, G.; Xu, Q.; Chen, G. Dual transcriptomic analyses unveil host-pathogen interactions between Salmonella enterica serovar Enteritidis and laying ducks (Anas platyrhynchos). Front. Microbiol. 2021, 12, 705712. [Google Scholar] [CrossRef]
- Martínez-Padrón, H.Y.; Herrera-Mayorga, V.; Paredes-Sánchez, F.A.; Lara-Ramírez, E.E.; Torres-Castillo, J.A.; Rodríguez-Herrera, R.; López-Santillán, J.A.; Osorio-Hernández, E. In vitro evaluation of the antagonistic activity of native strains of Trichoderma spp. against Fusarium spp. J. Environ. Sci. Health Part B 2023, 58, 195–202. [Google Scholar] [CrossRef] [PubMed]
- Yassin, M.T.; Mostafa, A.A.F.; Al-Askar, A.A. In vitro antagonistic activity of Trichoderma harzianum and T. viride strains compared to carbendazim fungicide against the fungal phytopathogens of Sorghum bicolor(L.) Moench. Egypt. J. Biol. Pest. Control 2021, 31, 118. [Google Scholar] [CrossRef]
- Kim, D.; Langmead, B.; Salzberg, S.L. HISAT: A fast spliced aligner with low memory requirements. Nat. Methods 2015, 12, 357–360. [Google Scholar] [CrossRef]
- Pertea, M.; Pertea, G.M.; Antonescu, C.M.; Chang, T.C.; Mendell, J.T.; Salzberg, S.L. StringTie enables improved reconstruction of a transcriptome from RNA-seq reads. Nat. Biotechnol. 2015, 33, 290–295. [Google Scholar] [CrossRef]
- Shumate, A.; Wong, B.; Pertea, G.; Pertea, M. Improved transcriptome assembly using a hybrid of long and short reads with StringTie. PLoS Comput. Biol. 2022, 18, e1009730. [Google Scholar] [CrossRef]
- Liu, S.; Wang, Z.; Zhu, R.; Wang, F.; Cheng, Y.; Liu, Y. Three differential expression analysis methods for RNA sequencing: Limma, EdgeR, DESeq2. J. Vis. Exp. 2021, 175, e62528. [Google Scholar] [CrossRef]
- Xu, S.; Hu, E.; Cai, Y.; Xie, Z.; Luo, X.; Zhan, L.; Tang, W.; Wang, Q.; Liu, B.; Wang, R.; et al. Using cluster Profiler to characterize multiomics data. Nat. Protoc. 2024, 19, 3292–3320. [Google Scholar] [CrossRef]
- Yu, G. Thirteen years of cluster Profiler. Innovation 2024, 5, 100722. [Google Scholar] [CrossRef]
- Schmittgen, T.D.; Livak, K.J. Analyzing real-time PCR data by the comparative C(T) method. Nat. Protoc. 2008, 3, 1101–1108. [Google Scholar] [CrossRef]
- Köhl, J.; Kolnaar, R.; Ravensberg, W.J. Mode of action of microbial biological control agents against plant diseases: Relevance beyond efficacy. Front. Plant Sci. 2019, 10, 845. [Google Scholar] [CrossRef]
- Matarese, F.; Sarrocco, S.; Gruber, S.; Seidl-Seiboth, V.; Vannacci, G. Biocontrol of Fusarium head blight: Interactions between Trichoderma and mycotoxigenic Fusarium. Microbiology 2012, 158, 98–106. [Google Scholar] [CrossRef] [PubMed]
- Huang, Y.; Zhang, X.; Xu, H.; Zhang, F.; Zhang, X.; Yan, Y.; He, L.; Liu, J. Isolation of lipopeptide antibiotics from Bacillus siamensis: A potential biocontrol agent for Fusarium graminearum. Can. J. Microbiol. 2022, 68, 403–411. [Google Scholar] [CrossRef]
- Dunlap, C.A.; Schisler, D.A.; Price, N.P.; Vaughn, S.F. Cyclic lipopeptide profile of three Bacillus subtilis strains; antagonists of Fusarium head blight. J. Microbiol. 2011, 49, 603–609. [Google Scholar] [CrossRef] [PubMed]
- Yeo, Y.J.; Park, A.R.; Vuong, B.S.; Kim, J.C. Biocontrol of Fusarium head blight in rice using Bacillus velezensis JCK-7158. Front. Microbiol. 2024, 15, 1358689. [Google Scholar] [CrossRef] [PubMed]
- Yu, Y.; Gui, Y.; Li, Z.; Jiang, C.; Guo, J.; Niu, D. Induced systemic resistance for improving plant immunity by beneficial microbes. Plants 2022, 11, 386. [Google Scholar] [CrossRef]
- Conrath, U.; Beckers, G.J.; Langenbach, C.J.; Jaskiewicz, M.R. Priming for enhanced defense. Annu. Rev. Phytopathol. 2015, 53, 97–119. [Google Scholar] [CrossRef]
- Meziane, H.; van der Sluis, I.; van Loon, L.C.; Höfte, M.; Bakker, P.A. Determinants of Pseudomonas putida WCS358 involved in inducing systemic resistance in plants. Mol. Plant Pathol. 2005, 6, 177–185. [Google Scholar] [CrossRef]
- Zhang, N.; Wang, Z.; Shao, J.; Xu, Z.; Liu, Y.; Xun, W.; Miao, Y.; Shen, Q.; Zhang, R. Biocontrol mechanisms of Bacillus: Improving the efficiency of green agriculture. Microb. Biotechnol. 2023, 16, 2250–2263. [Google Scholar] [CrossRef]
- Pan, Y.; Liu, Z.; Rocheleau, H.; Fauteux, F.; Wang, Y.; McCartney, C.; Ouellet, T. Transcriptome dynamics associated with resistance and susceptibility against Fusarium head blight in four wheat genotypes. BMC Genom. 2018, 19, 642. [Google Scholar] [CrossRef] [PubMed]
- Schisler, D.A.; Core, A.B.; Boehm, M.J.; Horst, L.; Krause, C.; Dunlap, C.A.; Rooney, A.P. Population dynamics of the Fusarium head blight biocontrol agent Cryptococcus flavescens OH 182.9 on wheat anthers and heads. Biol. Control 2014, 70, 17–27. [Google Scholar] [CrossRef]
- Khondker, A.; Bider, R.-C.; Passos-Gastaldo, I.; Wright, G.D.; Rheinstädter, M.C. Membrane interactions of non-membrane targeting antibiotics: The case of aminoglycosides, macrolides, and fluoroquinolones. Biochim. Biophys. Acta (BBA)—Biomembr. 2021, 1863, 183448. [Google Scholar] [CrossRef]
- Krawczyk, S.J.; Leśniczak-Staszak, M.; Gowin, E.; Szaflarski, W. Mechanistic Insights into Clinically Relevant Ribo-some-Targeting Antibiotics. Biomolecules 2024, 14, 1263. [Google Scholar] [CrossRef] [PubMed]
- Shen, J. The future of macrolide antibiotics: Modification and new discoveries. Theor. Nat. Sci. 2025, 78, 264–271. [Google Scholar] [CrossRef]









Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Yang, S.; Yang, Y.; Feng, S.; Liu, J.; Cheng, Y. Transcriptomics and Metabolomics Reveal the Antagonistic Mechanism of Bacillus velezensis 20507 Fermentation Broth Against Fusarium Head Blight Pathogen. Microorganisms 2026, 14, 1039. https://doi.org/10.3390/microorganisms14051039
Yang S, Yang Y, Feng S, Liu J, Cheng Y. Transcriptomics and Metabolomics Reveal the Antagonistic Mechanism of Bacillus velezensis 20507 Fermentation Broth Against Fusarium Head Blight Pathogen. Microorganisms. 2026; 14(5):1039. https://doi.org/10.3390/microorganisms14051039
Chicago/Turabian StyleYang, Siqi, Ying Yang, Shihan Feng, Jianfeng Liu, and Yunqing Cheng. 2026. "Transcriptomics and Metabolomics Reveal the Antagonistic Mechanism of Bacillus velezensis 20507 Fermentation Broth Against Fusarium Head Blight Pathogen" Microorganisms 14, no. 5: 1039. https://doi.org/10.3390/microorganisms14051039
APA StyleYang, S., Yang, Y., Feng, S., Liu, J., & Cheng, Y. (2026). Transcriptomics and Metabolomics Reveal the Antagonistic Mechanism of Bacillus velezensis 20507 Fermentation Broth Against Fusarium Head Blight Pathogen. Microorganisms, 14(5), 1039. https://doi.org/10.3390/microorganisms14051039

