scholarly journals The Quorum-Sensing Molecules Farnesol/Homoserine Lactone and Dodecanol Operate via Distinct Modes of Action in Candida albicans

2011 ◽  
Vol 10 (8) ◽  
pp. 1034-1042 ◽  
Author(s):  
Rebecca A. Hall ◽  
Kara J. Turner ◽  
James Chaloupka ◽  
Fabien Cottier ◽  
Luisa De Sordi ◽  
...  
Keyword(s):  
Candida Albicans ◽  
Quorum Sensing ◽  
Signaling Pathway ◽  
Homoserine Lactone ◽  
Burkholderia Cenocepacia ◽  
Camp Signaling ◽  
Mammalian Host ◽  
Content Type ◽  
Hyphal Development ◽  
Natural Flora

ABSTRACTLiving as a commensal,Candida albicansmust adapt and respond to environmental cues generated by the mammalian host and by microbes comprising the natural flora. These signals have opposing effects onC. albicans, with host cues promoting the yeast-to-hyphal transition and bacteria-derived quorum-sensing molecules inhibiting hyphal development. Hyphal development is regulated through modulation of the cyclic AMP (cAMP)/protein kinase A (PKA) signaling pathway, and it has been postulated that quorum-sensing molecules can affect filamentation by inhibiting the cAMP pathway. Here, we show that both farnesol and 3-oxo-C12-homoserine lactone, a quorum-sensing molecule secreted byPseudomonas aeruginosa, block hyphal development by affecting cAMP signaling; they both directly inhibited the activity of theCandidaadenylyl cyclase, Cyr1p. In contrast, the 12-carbon alcohol dodecanol appeared to modulate hyphal development and the cAMP signaling pathway without directly affecting the activity of Cyr1p. Instead, we show that dodecanol exerted its effects through a mechanism involving theC. albicanshyphal repressor, Sfl1p. Deletion ofSFL1did not affect the response to farnesol but did interfere with the response to dodecanol. Therefore, quorum sensing inC. albicansis mediated via multiple mechanisms of action. Interestingly, our experiments raise the possibility that theBurkholderia cenocepaciadiffusible signal factor, BDSF, also mediates its effects via Sfl1p, suggesting that dodecanol's mode of action, but not farnesol or 3-oxo-C12-homoserine lactone, may be used by other quorum-sensing molecules.

scholarly journals Disruption of Quorum Sensing and Virulence inBurkholderia cenocepaciaby a Structural Analogue of thecis-2-Dodecenoic Acid Signal

2019 ◽  
Vol 85 (8) ◽  
Author(s):  
Chaoyu Cui ◽  
Shihao Song ◽  
Chunxi Yang ◽  
Xiuyun Sun ◽  
Yutong Huang ◽  
...  
Keyword(s):  
Quorum Sensing ◽  
Bacterial Infections ◽  
Opportunistic Pathogen ◽  
Homoserine Lactone ◽  
Burkholderia Cenocepacia ◽  
Enoic Acid ◽  
Acyl Homoserine Lactone ◽  
Structural Analogue ◽  
Content Type ◽  
Signal Production

ABSTRACTQuorum sensing (QS) signals are widely used by bacterial pathogens to control biological functions and virulence in response to changes in cell population densities.Burkholderia cenocepaciaemploys a molecular mechanism in which thecis-2-dodecenoic acid (namedBurkholderiadiffusiblesignalfactor [BDSF]) QS system regulatesN-acyl homoserine lactone (AHL) signal production and virulence by modulating intracellular levels of cyclic diguanosine monophosphate (c-di-GMP). Thus, inhibition of BDSF signaling may offer a non-antibiotic-based therapeutic strategy against BDSF-regulated bacterial infections. In this study, we report the synthesis of small-molecule mimics of the BDSF signal and evaluate their ability to inhibit BDSF QS signaling inB. cenocepacia. A novel structural analogue of BDSF, 14-Me-C16:Δ2(cis-14-methylpentadec-2-enoic acid), was observed to inhibit BDSF production and impair BDSF-regulated phenotypes inB. cenocepacia, including motility, biofilm formation, and virulence, while it did not inhibit the growth rate of this pathogen. 14-Me-C16:Δ2also reduced AHL signal production. Genetic and biochemical analyses showed that 14-Me-C16:Δ2inhibited the production of the BDSF and AHL signals by decreasing the expression of their synthase-encoding genes. Notably, 14-Me-C16:Δ2attenuated BDSF-regulated phenotypes in variousBurkholderiaspecies. These findings suggest that 14-Me-C16:Δ2could potentially be developed as a new therapeutic agent against pathogenicBurkholderiaspecies by interfering with their QS signaling.IMPORTANCEBurkholderia cenocepaciais an important opportunistic pathogen which can cause life-threatening infections in susceptible individuals, particularly in cystic fibrosis and immunocompromised patients. It usually employs two types of quorum sensing (QS) systems, including thecis-2-dodecenoic acid (BDSF) system andN-acyl homoserine lactone (AHL) system, to regulate virulence. In this study, we have designed and identified an unsaturated fatty acid compound (cis-14-methylpentadec-2-enoic acid [14-Me-C16:Δ2]) that is capable of interfering withB. cenocepaciaQS signaling and virulence. We demonstrate that 14-Me-C16:Δ2reduced BDSF and AHL signal production inB. cenocepacia. It also impaired QS-regulated phenotypes in variousBurkholderiaspecies. These results suggest that 14-Me-C16:Δ2could interfere with QS signaling in manyBurkholderiaspecies and might be developed as a new antibacterial agent.

scholarly journals Candida albicans Czf1 and Efg1 Coordinate the Response to Farnesol during Quorum Sensing, White-Opaque Thermal Dimorphism, and Cell Death

2013 ◽  
Vol 12 (9) ◽  
pp. 1281-1292 ◽  
Author(s):  
Melanie L. Langford ◽  
Jessica C. Hargarten ◽  
Krista D. Patefield ◽  
Elizabeth Marta ◽  
Jill R. Blankenship ◽  
...  
Keyword(s):  
Cell Death ◽  
Transcription Factor ◽  
Candida Albicans ◽  
Quorum Sensing ◽  
Cyclic Amp ◽  
Signaling Pathway ◽  
Clear Understanding ◽  
Morphological Response ◽  
Content Type ◽  
Cyclic Amp Signaling

ABSTRACTQuorum sensing by farnesol inCandida albicansinhibits filamentation and may be directly related to its ability to cause both mucosal and systemic diseases. The Ras1-cyclic AMP signaling pathway is a target for farnesol inhibition. However, a clear understanding of the downstream effectors of the morphological farnesol response has yet to be unraveled. To address this issue, we screened a library for mutants that fail to respond to farnesol. Six mutants were identified, and theczf1Δ/czf1Δ mutant was selected for further characterization. Czf1 is a transcription factor that regulates filamentation in embedded agar and also white-to-opaque switching. We found that Czf1 is required for filament inhibition by farnesol under at least three distinct environmental conditions: on agar surfaces, in liquid medium, and when embedded in a semisolid agar matrix. Since Efg1 is a transcription factor of the Ras1-cyclic AMP signaling pathway that interacts with and regulates Czf1, anefg1Δ/efg1Δczf1Δ/czf1Δ mutant was tested for filament inhibition by farnesol. It exhibited an opaque-cell-like temperature-dependent morphology, and it was killed by low farnesol levels that are sublethal to wild-type cells and bothefg1Δ/efg1Δ andczf1Δ/czf1Δ single mutants. These results highlight a new role for Czf1 as a downstream effector of the morphological response to farnesol, and along with Efg1, Czf1 is involved in the control of farnesol-mediated cell death inC. albicans.

scholarly journals CO2 Signaling through the Ptc2-Ssn3 Axis Governs Sustained Hyphal Development of Candida albicans by Reducing Ume6 Phosphorylation and Degradation

mBio ◽  
2019 ◽  
Vol 10 (1) ◽  
Author(s):  
Yang Lu ◽  
Chang Su ◽  
Shatarupa Ray ◽  
Yuncong Yuan ◽  
Haoping Liu
Keyword(s):  
Carbon Dioxide ◽  
Candida Albicans ◽  
Signaling Pathway ◽  
Fungal Infections ◽  
Pathogenic Fungus ◽  
Hyphal Growth ◽  
Dependent Manner ◽  
Content Type ◽  
Hyphal Development ◽  
Carbon Dioxide Levels

ABSTRACT Candida albicans is the most common cause of invasive fungal infections in humans. Its ability to sense and adapt to changing carbon dioxide levels is crucial for its pathogenesis. Carbon dioxide promotes hyphal development. The hypha-specific transcription factor Ume6 is rapidly degraded in air, but is stable under physiological CO2 and hypoxia to sustain hyphal elongation. Here, we show that Ume6 stability is regulated by two parallel E3 ubiquitin ligases, SCFGrr1 and Ubr1, in response to CO2 and O2, respectively. To uncover the CO2 signaling pathway that regulates Ume6 stability, we performed genetic screens for mutants unable to respond to CO2 for sustained filamentation. We find that the type 2C protein phosphatase Ptc2 is specifically required for CO2-induced stabilization of Ume6 and hyphal elongation. In contrast, the cyclin-dependent kinase Ssn3 is found to be required for Ume6 phosphorylation and degradation in atmospheric CO2. Furthermore, we find that Ssn3 is dephosphorylated in 5% CO2 in a Ptc2-dependent manner, whereas deletion of PTC2 has no effect on Ssn3 phosphorylation in air. Our study uncovers the Ptc2-Ssn3 axis as a new CO2 signaling pathway that controls hyphal elongation by regulating Ume6 stability in C. albicans. IMPORTANCE The capacity to sense and adapt to changing carbon dioxide levels is crucial for all organisms. In fungi, CO2 is a key determinant involved in fundamental biological processes, including growth, morphology, and virulence. In the pathogenic fungus Candida albicans, high CO2 is directly sensed by adenylyl cyclase to promote hyphal growth. However, little is known about the mechanism by which hyphal development is maintained in response to physiological levels of CO2. Here we report that a signal transduction system mediated by a phosphatase-kinase pair controls CO2-responsive Ume6 phosphorylation and stability that in turn dictate hyphal elongation. Our results unravel a new regulatory mechanism of CO2 signaling in fungi.

scholarly journals LuxR- and LuxI-Type Quorum-Sensing Circuits Are Prevalent in Members of the Populus deltoides Microbiome

2013 ◽  
Vol 79 (18) ◽  
pp. 5745-5752 ◽  
Author(s):  
Amy L. Schaefer ◽  
Colin R. Lappala ◽  
Ryan P. Morlen ◽  
Dale A. Pelletier ◽  
Tse-Yuan S. Lu ◽  
...  
Keyword(s):  
Quorum Sensing ◽  
Populus Deltoides ◽  
Cell Communication ◽  
Homoserine Lactone ◽  
Bacterial Isolates ◽  
Content Type ◽  
Eastern Cottonwood ◽  
Bacterial Signaling ◽  
Signal Production ◽  
Plant Signals

ABSTRACTWe are interested in the root microbiome of the fast-growing Eastern cottonwood tree,Populus deltoides. There is a large bank of bacterial isolates fromP. deltoides, and there are 44 draft genomes of bacterial endophyte and rhizosphere isolates. As a first step in efforts to understand the roles of bacterial communication and plant-bacterial signaling inP. deltoides, we focused on the prevalence of acyl-homoserine lactone (AHL) quorum-sensing-signal production and reception in members of theP. deltoidesmicrobiome. We screened 129 bacterial isolates for AHL production using a broad-spectrum bioassay that responds to many but not all AHLs, and we queried the available genome sequences of microbiome isolates for homologs of AHL synthase and receptor genes. AHL signal production was detected in 40% of 129 strains tested. Positive isolates included members of theAlpha-,Beta-, andGammaproteobacteria. Members of theluxIfamily of AHL synthases were identified in 18 of 39 proteobacterial genomes, including genomes of some isolates that tested negative in the bioassay. Members of theluxRfamily of transcription factors, which includes AHL-responsive factors, were more abundant thanluxIhomologs. There were 72 in the 39 proteobacterial genomes. Some of theluxRhomologs appear to be members of a subfamily of LuxRs that respond to as-yet-unknown plant signals rather than bacterial AHLs. Apparently, there is a substantial capacity for AHL cell-to-cell communication in proteobacteria of theP. deltoidesmicrobiota, and there are alsoProteobacteriawith LuxR homologs of the type hypothesized to respond to plant signals or cues.

scholarly journals Three Related Enzymes in Candida albicans Achieve Arginine- and Agmatine-Dependent Metabolism That Is Essential for Growth and Fungal Virulence

mBio ◽  
2020 ◽  
Vol 11 (4) ◽  
Author(s):  
Katja Schaefer ◽  
Jeanette Wagener ◽  
Ryan M. Ames ◽  
Stella Christou ◽  
Donna M. MacCallum ◽  
...  
Keyword(s):  
Candida Albicans ◽  
Amino Acid ◽  
Galleria Mellonella ◽  
Fungal Growth ◽  
Open Reading Frames ◽  
Mammalian Host ◽  
No Production ◽  
Triple Mutant ◽  
Fungal Virulence ◽  
Content Type

ABSTRACT Amino acid metabolism is crucial for fungal growth and development. Ureohydrolases produce amines when acting on l-arginine, agmatine, and guanidinobutyrate (GB), and these enzymes generate ornithine (by arginase), putrescine (by agmatinase), or GABA (by 4-guanidinobutyrase or GBase). Candida albicans can metabolize and grow on arginine, agmatine, or guanidinobutyrate as the sole nitrogen source. Three related C. albicans genes whose sequences suggested that they were putative arginase or arginase-like genes were examined for their role in these metabolic pathways. Of these, Car1 encoded the only bona fide arginase, whereas we provide evidence that the other two open reading frames, orf19.5862 and orf19.3418, encode agmatinase and guanidinobutyrase (Gbase), respectively. Analysis of strains with single and multiple mutations suggested the presence of arginase-dependent and arginase-independent routes for polyamine production. CAR1 played a role in hyphal morphogenesis in response to arginine, and the virulence of a triple mutant was reduced in both Galleria mellonella and Mus musculus infection models. In the bloodstream, arginine is an essential amino acid that is required by phagocytes to synthesize nitric oxide (NO). However, none of the single or multiple mutants affected host NO production, suggesting that they did not influence the oxidative burst of phagocytes. IMPORTANCE We show that the C. albicans ureohydrolases arginase (Car1), agmatinase (Agt1), and guanidinobutyrase (Gbu1) can orchestrate an arginase-independent route for polyamine production and that this is important for C. albicans growth and survival in microenvironments of the mammalian host.

scholarly journals Candida albicans Impacts Staphylococcus aureus Alpha-Toxin Production via Extracellular Alkalinization

mSphere ◽  
2019 ◽  
Vol 4 (6) ◽  
Author(s):  
Olivia A. Todd ◽  
Mairi C. Noverr ◽  
Brian M. Peters
Keyword(s):  
Staphylococcus Aureus ◽  
Candida Albicans ◽  
Quorum Sensing ◽  
Bacterial Pathogen ◽  
Toxin Production ◽  
Extracellular Ph ◽  
Morbidity And Mortality ◽  
Alpha Toxin ◽  
Content Type

ABSTRACT Candida albicans and Staphylococcus aureus are common causes of nosocomial infections with severe morbidity and mortality. Murine polymicrobial intra-abdominal infection (IAI) with C. albicans and S. aureus results in acute mortality dependent on the secreted cytolytic effector alpha-toxin. Here, we confirmed that alpha-toxin is elevated during polymicrobial growth compared to monomicrobial growth in vitro. Therefore, this study sought to unravel the mechanism by which C. albicans drives enhanced staphylococcal alpha-toxin production. Using a combination of functional and genetic approaches, we determined that an intact agr quorum sensing regulon is necessary for enhanced alpha-toxin production during coculture and that a secreted candidal factor likely is not implicated in elevating agr activation. As the agr system is pH sensitive, we observed that C. albicans raises the pH during polymicrobial growth and that this correlates with increased agr activity and alpha-toxin production. Modulation of the pH could predictably attenuate or activate agr activity during coculture. By using a C. albicans mutant deficient in alkalinization (stp2Δ/Δ), we confirmed that modulation of the extracellular pH by C. albicans can drive agr expression and toxin production. Additionally, the use of various Candida species (C. glabrata, C. dubliniensis, C. tropicalis, C. parapsilosis, and C. krusei) demonstrated that those capable of raising the extracellular pH correlated with elevated agr activity and alpha-toxin production during coculture. Overall, we demonstrate that alkalinization of the extracellular pH by the Candida species leads to sustained activation of the staphylococcal agr system. IMPORTANCE Candida albicans and Staphylococcus aureus are commonly coisolated from central venous catheters and deep-seated infections, including intra-abdominal sepsis. Thus, they represent a significant cause of nosocomial morbidity and mortality. Yet how these organisms behave in the context of polymicrobial growth remains poorly understood. In this work, we set out to determine the mechanism by which activation of the staphylococcal agr quorum sensing system and production of its major virulence effector alpha-toxin is enhanced during coculture with C. albicans. Surprisingly, we likely ruled out that a secreted candidal factor drives this process. Instead, we demonstrated that alkalinization of the extracellular milieu by C. albicans and other Candida species correlated with elevated agr activity. Thus, we propose a mechanism where modulation of the extracellular pH by fungal opportunists can indirectly alter virulence of a bacterial pathogen. Uncovering molecular events that drive interkingdom pathogenicity mechanisms may enhance surveillance and treatment for devastating polymicrobial infections.

scholarly journals Role of Retrograde Trafficking in Stress Response, Host Cell Interactions, and Virulence of Candida albicans

2013 ◽  
Vol 13 (2) ◽  
pp. 279-287 ◽  
Author(s):  
Yaoping Liu ◽  
Norma V. Solis ◽  
Clemens J. Heilmann ◽  
Quynh T. Phan ◽  
Aaron P. Mitchell ◽  
...  
Keyword(s):  
Candida Albicans ◽  
Host Cell ◽  
Signaling Pathway ◽  
Stress Resistance ◽  
Cell Interactions ◽  
Content Type ◽  
Retrograde Trafficking ◽  
Host Cell Interactions ◽  
Vacuolar Protein ◽  
Calcineurin Signaling

ABSTRACTInSaccharomyces cerevisiae, the vacuolar protein sorting complexes Vps51/52/53/54 and Vps15/30/34/38 are essential for efficient endosome-to-Golgi complex retrograde transport. Here we investigated the function of Vps15 and Vps51, representative members of these complexes, in the stress resistance, host cell interactions, and virulence ofCandida albicans. We found thatC. albicansvps15Δ/Δ andvps51Δ/Δ mutants had abnormal vacuolar morphology, impaired retrograde protein trafficking, and dramatically increased susceptibility to a variety of stressors. These mutants also had reduced capacity to invade and damage oral epithelial cellsin vitroand attenuated virulence in the mouse model of oropharyngeal candidiasis. Proteomic analysis of the cell wall of thevps51Δ/Δ mutant revealed increased levels of the Crh11 and Utr2 transglycosylases, which are targets of the calcineurin signaling pathway. The transcript levels of the calcineurin pathway membersCHR11,UTR2,CRZ1,CNA1, andCNA2were elevated in thevps15Δ/Δ andvps51Δ/Δ mutants. Furthermore, these strains were highly sensitive to the calcineurin-specific inhibitor FK506. Also, deletion ofCHR11andUTR2further increased the stress susceptibility of these mutants. In contrast, overexpression ofCRH11andUTR2partially rescued their defects in stress resistance, but not host cell interactions. Therefore, intact retrograde trafficking inC. albicansis essential for stress resistance, host cell interactions, and virulence. Aberrant retrograde trafficking stimulates the calcineurin signaling pathway, leading to the increased expression of Chr11 and Utr2, which enablesC. albicansto withstand environmental stress.

scholarly journals Alginate Oligosaccharide-Induced Modification of the lasI-lasR and rhlI-rhlR Quorum-Sensing Systems in Pseudomonas aeruginosa

2018 ◽  
Vol 62 (5) ◽  
Author(s):  
Alison A. Jack ◽  
Saira Khan ◽  
Lydia C. Powell ◽  
Manon F. Pritchard ◽  
Konrad Beck ◽  
...  
Keyword(s):  
Pseudomonas Aeruginosa ◽  
Quorum Sensing ◽  
Laser Scanning ◽  
Homoserine Lactone ◽  
Laser Scanning Microscopy ◽  
Extracellular Dna ◽  
Mass Spectrometry Analysis ◽  
Confocal Laser ◽  
Steric Interaction ◽  
Content Type

ABSTRACT Pseudomonas aeruginosa plays a major role in many chronic infections. Its ability to readily form biofilms contributes to its success as an opportunistic pathogen and its resistance/tolerance to antimicrobial/antibiotic therapy. A low-molecular-weight alginate oligomer (OligoG CF-5/20) derived from marine algae has previously been shown to impair motility in P. aeruginosa biofilms and disrupt pseudomonal biofilm assembly. As these bacterial phenotypes are regulated by quorum sensing (QS), we hypothesized that OligoG CF-5/20 may induce alterations in QS signaling in P. aeruginosa . QS regulation was studied by using Chromobacterium violaceum CV026 biosensor assays that showed a significant reduction in acyl homoserine lactone (AHL) production following OligoG CF-5/20 treatment (≥2%; P < 0.05). This effect was confirmed by liquid chromatography-mass spectrometry analysis of C 4 -AHL and 3-oxo-C 12 -AHL production (≥2%; P < 0.05). Moreover, quantitative PCR showed that reduced expression of both the las and rhl systems was induced following 24 h of treatment with OligoG CF-5/20 (≥0.2%; P < 0.05). Circular dichroism spectroscopy indicated that these alterations were not due to steric interaction between the AHL and OligoG CF-5/20. Confocal laser scanning microscopy (CLSM) and COMSTAT image analysis demonstrated that OligoG CF-5/20-treated biofilms had a dose-dependent decrease in biomass that was associated with inhibition of extracellular DNA synthesis (≥0.5%; P < 0.05). These changes correlated with alterations in the extracellular production of the pseudomonal virulence factors pyocyanin, rhamnolipids, elastase, and total protease ( P < 0.05). The ability of OligoG CF-5/20 to modify QS signaling in P. aeruginosa PAO1 may influence critical downstream functions such as virulence factor production and biofilm formation.

scholarly journals Quorum Sensing Signal Selectivity and the Potential for Interspecies Cross Talk

mBio ◽  
2019 ◽  
Vol 10 (2) ◽  
Author(s):  
Samantha Wellington ◽  
E. Peter Greenberg
Keyword(s):  
Quorum Sensing ◽  
Cell Signaling ◽  
Cross Talk ◽  
Homoserine Lactone ◽  
Interspecies Interactions ◽  
Interspecies Competition ◽  
Content Type ◽  
E Coli ◽  
Competition And Cooperation ◽  
Wide Range

ABSTRACTMany species of proteobacteria communicate with kin and coordinate group behaviors through a form of cell-cell signaling called acyl-homoserine lactone (AHL) quorum sensing (QS). Most AHL receptors are thought to be specific for their cognate signal, ensuring that bacteria cooperate and share resources only with closely related kin cells. Although specificity is considered fundamental to QS, there are reports of “promiscuous” receptors that respond broadly to nonself signals. These promiscuous responses expand the function of QS systems to include interspecies interactions and have been implicated in both interspecies competition and cooperation. Because bacteria are frequently members of polymicrobial communities, AHL cross talk between species could have profound impacts. To better understand the prevalence of QS promiscuity, we measured the activity of seven QS receptors in their native host organisms. To facilitate comparison of our results to previous studies, we also measured receptor activity using heterologous expression inEscherichia coli. We found that the standardE. colimethods consistently overestimate receptor promiscuity and sensitivity and that overexpression of the receptors is sufficient to account for the discrepancy between native andE. colireporters. Additionally, receptor overexpression resulted in AHL-independent activity inPseudomonas aeruginosa. Using our activation data, we developed a quantitative score of receptor selectivity. We find that the receptors display a wide range of selectivity and that most receptors respond sensitively and strongly to at least one nonself signal, suggesting a broad potential for cross talk between QS systems.IMPORTANCESpecific recognition of cognate signals is considered fundamental to cell signaling circuits as it creates fidelity in the communication system. In bacterial quorum sensing (QS), receptor specificity ensures that bacteria cooperate only with kin. There are examples, however, of QS receptors that respond promiscuously to multiple signals. “Eavesdropping” by these promiscuous receptors can be beneficial in both interspecies competition and cooperation. Despite their potential significance, we know little about the prevalence of promiscuous QS receptors. Further, many studies rely on methods requiring receptor overexpression, which is known to increase apparent promiscuity. By systematically studying QS receptors in their natural parent strains, we find that the receptors display a wide range of selectivity and that there is potential for significant cross talk between QS systems. Our results provide a basis for hypotheses about the evolution and function of promiscuous signal receptors and for predictions about interspecies interactions in complex microbial communities.

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