ArticlePloS one2019
Gene networks underlying the early regulation of Paraburkholderia phytofirmans PsJN induced systemic resistance in Arabidopsis.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- From Microbial Dynamics to Functionality in the Rhizosphere: A Systematic Review of the Opportunities With Synthetic Microbial Communities.Frontiers in plant science · 2021Pooled it
- Identifying phenotypic and genetic traits for assessing pathogenic potential and biocontrol capacity in Burkholderia sensu lato strains.The ISME journal · 2026Article
- Biocontrol ofFrontiers in plant science · 2026Article
- Synthetic rhizosphere bacterial communities induce systemic resistance to barley powdery mildew without major shifts in the native bacterial community.Frontiers in microbiology · 2026Article
- Microbial Metabolites: A Sustainable Approach to Combat Plant Pests.Metabolites · 2025Review
- Article
- Transcriptome analysis unravels the biocontrol mechanism of Serratia plymuthica A30 against potato soft rot caused by Dickeya solani.PloS one · 2024Article
- Mechanisms of systemic resistance to pathogen infection in plants and their potential application in forestry.BMC plant biology · 2023Review
- Paraburkholderia phytofirmans PsJN colonization of rice endosphere triggers an atypical transcriptomic response compared to rice native Burkholderia s.l. endophytes.Scientific reports · 2023Article
- The Arabidopsis holobiont: a (re)source of insights to understand the amazing world of plant-microbe interactions.Environmental microbiome · 2023Review
- The BananaGenes · 2022Article
- Delineation of mechanistic approaches of rhizosphere microorganisms facilitated plant health and resilience under challenging conditions.3 Biotech · 2022Review
- Plant-growth promotion by proteobacterial strains depends on the availability of phosphorus and iron inFrontiers in microbiology · 2022Article
- Boolean modelling in plant biology.Quantitative plant biology · 2022Review
- Down-regulation of Fra a 1.02 in strawberry fruits causes transcriptomic and metabolic changes compatible with an altered defense response.Horticulture research · 2021Article
- Transcriptome and Coexpression Network Analyses Reveal Hub Genes in Chinese Cabbage (Frontiers in plant science · 2021Article
- Arabidopsis FAR-RED ELONGATED HYPOCOTYL3 Integrates Age and Light Signals to Negatively Regulate Leaf Senescence.The Plant cell · 2020Article
- Reconstruction of a gene regulatory network of the induced systemic resistance defense response in Arabidopsis using boolean networks.BMC bioinformatics · 2020Article
- Article
- Humic Acid Enhances the Growth of Tomato Promoted by Endophytic Bacterial Strains Through the Activation of Hormone-, Growth-, and Transcription-Related Processes.Frontiers in plant science · 2020Article
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6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Plant defense responses to biotic stresses are complex biological processes, all governed by sophisticated molecular regulations. Induced systemic resistance (ISR) is one of these defense mechanisms where beneficial bacteria or fungi prime plants to resist pathogens or pest attacks. In ISR, the defense arsenal in plants remains dormant and it is only triggered by an infection, allowing a better allocation of plant resources. Our group recently described that the well-known beneficial bacterium Paraburkholderia phytofirmans PsJN is able to induce Arabidopsis thaliana resistance to Pseudomonas syringae pv. tomato (Pst) DC3000 through ISR, and that ethylene, jasmonate and salicylic acid are involved in this protection. Nevertheless, the molecular networks governing this beneficial interaction remain unknown. To tackle this issue, we analyzed the temporal changes in the transcriptome of PsJN-inoculated plants before and after being infected with Pst DC3000. These data were used to perform a gene network analysis to identify highly connected transcription factors. Before the pathogen challenge, the strain PsJN regulated 405 genes (corresponding to 1.8% of the analyzed genome). PsJN-inoculated plants presented a faster and stronger transcriptional response at 1-hour post infection (hpi) compared with the non-inoculated plants, which presented the highest transcriptional changes at 24 hpi. A principal component analysis showed that PsJN-induced plant responses to the pathogen could be differentiated from those induced by the pathogen itself. Forty-eight transcription factors were regulated by PsJN at 1 hpi, and a system biology analysis revealed a network with four clusters. Within these clusters LHY, WRKY28, MYB31 and RRTF1 are highly connected transcription factors, which could act as hub regulators in this interaction. Concordantly with our previous results, these clusters are related to jasmonate, ethylene, salicylic, acid and ROS pathways. These results indicate that a rapid and specific response of PsJN-inoculated plants to the virulent DC3000 strain could be the pivotal element in the protection mechanism.
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