ArticlePLoS computational biology2015
Integration of Metabolic and Quorum Sensing Signals Governing the Decision to Cooperate in a Bacterial Social Trait.
Article in PLoS computational biology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed.
- A global stress alarmone couples nutrient limitation to suppression of social signaling in bacteria.iScience · 2026Article
- Beyond antibiotics: a new anti-virulence strategy combating ESBL-producing Klebsiella pneumoniae by targeting periplasmic trehalase.BMC microbiology · 2026Article
- Toroidal displacement ofmBio · 2025Article
- The role of bacterial metabolism in antimicrobial resistance.Nature reviews. Microbiology · 2025Review
- Swarming bacteria exhibit developmental phase transitions to establish scattered colonies in new regions.The ISME journal · 2025Article
- The collapse of cooperation during range expansion of Pseudomonas aeruginosa.Nature microbiology · 2024Article
- Swarming ofBiophysics reviews · 2023Review
- Nur77 Serves as a Potential Prognostic Biomarker That Correlates with Immune Infiltration and May Act as a Good Target for Prostate adenocarcinoma.Molecules (Basel, Switzerland) · 2023Article
- Article
- Cheater suppression and stochastic clearance through quorum sensing.PLoS computational biology · 2022Article
- Resistance Is Not Futile: The Role of Quorum Sensing Plasticity inMicroorganisms · 2022Review
- Spatial-temporal dynamics of a microbial cooperative behavior resistant to cheating.Nature communications · 2022Article
- Article
- Engineering anaerobic digestion via optimizing microbial community: effects of bactericidal agents, quorum sensing inhibitors, and inorganic materials.Applied microbiology and biotechnology · 2021Review
- Evidence for biosurfactant-induced flow in corners and bacterial spreading in unsaturated porous media.Proceedings of the National Academy of Sciences of the United States of America · 2021Article
- Cooperative metabolic resource allocation in spatially-structured systems.Journal of mathematical biology · 2021Article
- Article
- Quorum Sensing Regulates the Hydrolytic Enzyme Production and Community Composition of Heterotrophic Bacteria in Coastal Waters.Frontiers in microbiology · 2021Article
- Article
- The Ultimate Guide to Bacterial Swarming: An Experimental Model to Study the Evolution of Cooperative Behavior.Annual review of microbiology · 2019Review
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Many unicellular organisms live in multicellular communities that rely on cooperation between cells. However, cooperative traits are vulnerable to exploitation by non-cooperators (cheaters). We expand our understanding of the molecular mechanisms that allow multicellular systems to remain robust in the face of cheating by dissecting the dynamic regulation of cooperative rhamnolipids required for swarming in Pseudomonas aeruginosa. We combine mathematical modeling and experiments to quantitatively characterize the integration of metabolic and population density signals (quorum sensing) governing expression of the rhamnolipid synthesis operon rhlAB. The combined computational/experimental analysis reveals that when nutrients are abundant, rhlAB promoter activity increases gradually in a density dependent way. When growth slows down due to nutrient limitation, rhlAB promoter activity can stop abruptly, decrease gradually or even increase depending on whether the growth-limiting nutrient is the carbon source, nitrogen source or iron. Starvation by specific nutrients drives growth on intracellular nutrient pools as well as the qualitative rhlAB promoter response, which itself is modulated by quorum sensing. Our quantitative analysis suggests a supply-driven activation that integrates metabolic prudence with quorum sensing in a non-digital manner and allows P. aeruginosa cells to invest in cooperation only when the population size is large enough (quorum sensing) and individual cells have enough metabolic resources to do so (metabolic prudence). Thus, the quantitative description of rhlAB regulatory dynamics brings a greater understating to the regulation required to make swarming cooperation stable.
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Registered trials
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