Abstract
Quorum sensing, a bacterial signaling system that coordinates group behaviors as a function of cell density, plays an important role in regulating viral (phage) defense mechanisms in bacteria. The opportunistic pathogen Pseudomonas aeruginosa is a model system for the study of quorum sensing. P. aeruginosa is also frequently infected by Pf prophages that integrate into the host chromosome. Upon induction, Pf phages suppress host quorum sensing systems; however, the physiological relevance and mechanism of suppression are unknown. Here, we identify the Pf phage protein PfsE as an inhibitor of Pseudomonas Quinolone Signal (PQS) quorum sensing. PfsE binds to the host protein PqsA, which is essential for the biosynthesis of the PQS signaling molecule. Inhibition of PqsA increases the replication efficiency of Pf virions when infecting a new host and when the Pf prophage switches from lysogenic replication to active virion replication. In addition to inhibiting PQS signaling, our prior work demonstrates that PfsE also binds to PilC and inhibits type IV pili extension, protecting P. aeruginosa from infection by type IV pili-dependent phages. Overall, this work suggests that the simultaneous inhibition of PQS signaling and type IV pili by PfsE may be a viral strategy to suppress host defenses to promote Pf replication while at the same time protecting the susceptible host from competing phages.
Abbreviated summary
Quorum sensing regulates phage defense in Pseudomonas aeruginosa. The Pf phage protein PfsE inhibits PQS-mediated quorum sensing by binding to the host enzyme PqsA, while also protecting against type IV pili-dependent phage infection. This dual inhibition strategy promotes Pf replication and safeguards the host from competing phages.
Introduction
Quorum sensing is a cell-to-cell signaling system that allows bacteria to coordinate group behaviors (1). As bacterial populations grow, signaling molecules called autoinducers accumulate (2). At sufficiently high concentrations, autoinducers bind to and activate their cognate transcriptional regulators, allowing bacterial populations to coordinate group behaviors as a function of cell density (3).
Quorum sensing has been studied extensively in the opportunistic pathogen Pseudomonas aeruginosa (4). P. aeruginosa has three primary quorum sensing systems: Las, Rhl, and PQS. The Las and Rhl quorum sensing systems utilize the acyl-homoserine lactone autoinducer signals 3-oxo-C12-HSL and C4-HSL, respectively, while the PQS system uses the alkyl-quinolone (AQ) signals 4-hydroxy-2-heptylquinoline (HHQ) and 3,4-dihydroxy-2-heptylquinoline, also known as the Pseudomonas quinolone signal (PQS).
In P. aeruginosa, quorum sensing regulates behaviors related to biofilm formation (5) and the production of secreted virulence factors such as elastase, hydrogen cyanide, and pyocyanin (6). Quorum sensing also plays important roles in shaping the outcomes of encounters with bacteriophages through the regulation of phage defense behaviors. For example, quorum sensing downregulates expression of common cell surface receptors used by phages to infect cells (7, 8). Quorum sensing also regulates phage defense systems such as CRISPR-Cas (9, 10) and some phages encode genetic systems that are regulated by host quorum sensing and function to guide phage replication decisions (11–13).
P. aeruginosa strains are frequently lysogenized by filamentous Pf prophages that integrate into the bacterial chromosome (14–16). Deleting the Pf4 prophage from the P. aeruginosa PAO1 chromosome reduces bacterial virulence potential in mouse lung (17) and wound (18) infection models. In recent work, we made similar observations in a Caenorhabditis elegans nematode infection model—bacteria lacking the Pf4 prophage are less virulent compared to isogenic Pf lysogens (19). In this system, Pf4 modulates P. aeruginosa virulence potential by downregulating PQS signaling and reducing the production of the quorum-regulated virulence factor pyocyanin (19). However, how Pf4 suppresses PQS signaling and how PQS signaling may affect Pf4 replication is not known.
Here, we determine that the Pf4 protein PfsE (PA0721) binds to the anthranilate-coenzyme A ligase PqsA, inhibiting PQS production and thus PQS signaling. PfsE inhibition of PqsA increases Pf4 replication efficiency, consistent with a role for PQS signaling in regulating bacterial behaviors related to phage defense. Notably, PfsE has been previously characterized as an inner membrane protein that binds to the type IV pili protein PilC, which inhibits type IV pili extension and protects P. aeruginosa from superinfection by additional Pf4 virions or from infection by other type IV pili-dependent phages (19). We believe the simultaneous inhibition of PQS signaling and type IV pili by PfsE acts to suppress host defenses while at the same time protecting the susceptible host from competing phages.
Results
Pf4 replication and PQS quorum sensing are inversely regulated in P. aeruginosa
At sufficiently high multiplicities of infection (MOIs), Pf4 virions are capable of overcoming the superinfection exclusion mechanism encoded by endogenous Pf4 prophages (20). We noted that successful Pf4 superinfection of PAO1 (PAO1 + Pf4) was associated with reduced pyocyanin production (Fig 1A and B). Conversely, deleting the Pf4 prophage from the PAO1 chromosome (PAO1ΔPf4) enhances pyocyanin production (Fig 1B and C). Because the production of phenazines like pyocyanin is positively regulated by quorum sensing (21–23), these results suggest that Pf4 replication suppresses quorum sensing in P. aeruginosa. Consistently, RNA-seq revealed that numerous quorum sensing genes were significantly (false discovery rate, FDR<0.05) downregulated at least two-fold in Pf4-infected cells compared to uninfected cells (Fig 2A and B) (24). Accordingly, phenazine (pyocyanin) biosynthesis genes are also significantly (FDR<0.05) downregulated in Pf4-infected cells (Fig 2C).
Fig 1. Pf4 replication and pyocyanin production are inversely regulated in P. aeruginosa.

(A) Representative images of PAO1 or PAO1 superinfected with Pf4 virions (PAO1+Pf4) after 18 hours of growth in LB broth. (B) The green pigment pyocyanin was measured in chloroform-acid extracts of bacterial supernatants by absorbance and normalized to bacterial density (OD600). After 18-hours of growth, supernatants were collected from wild-type PAO1, PAO1 superinfected with Pf4 virions (PAO1 + Pf4), and PAO1 where the Pf4 prophage was deleted (PAO1ΔPf4). Data are the mean ±SEM of nine replicate experiments, ***P<0.001, ****P<0.0001, Student’s unpaired t-test. (C) Representative images of PAO1 or PAO1ΔPf4 grown on LB agar for 18 hours.
Fig 2. Pf4 replication downregulates P. aeruginosa quorum sensing and phenazine biosynthesis genes.

RNAseq was performed on P. aeruginosa PAO1 infected with Pf4 compared to uninfected cultures in LB broth as described in reference (24). (A) Volcano plot showing differentially expressed genes in Pf4 infected verses uninfected P. aeruginosa. Dashed lines indicate differentially expressed genes that are log2[foldchange] > 1 and FDR<0.05 or log2[fold change] < −1 and FDR<0.05. Data are representative of triplicate experiments. (B and C) Heatmaps showing log2[counts per million] values for the indicated quorum sensing and phenazine biosynthesis genes are shown for each replicate.
To determine which quorum sensing systems may be affected by Pf4 infection, we used HPLC-MS and deuterated autoinducer standards to directly measure 3-oxo-C12-HSL, C4-HSL, HHQ, and PQS autoinducer levels in culture supernatants collected from PAO1, PAO1 infected by Pf4 virions (PAO1+Pf4), or PAO1ΔPf4 over time (Fig 3A). Levels of the Las autoinducer 3-oxo-C12-HSL were not significantly different over time in any condition (Fig 3B), which is consistent with the unchanged expression of the 3-oxo-C12-HSL autoinducer synthesis gene lasI (Fig 2A and B). Levels of the Rhl autoinducer C4-HSL were significantly (P<0.02) lower in Pf4-infected cells at the 12-hour time point (Fig 3C, red square), which is consistent with the downregulation of rhlI in Pf4-infected cells (Fig 2A and B). Collectively, these observations suggest that Pf4 replication does not drastically affect Las signaling but has a negative impact on Rhl signaling.
Fig 3. Pf4 suppresses C4-HSL, HHQ, and PQS biosynthesis.

(A) Growth of the indicated strains was measured by absorbance at OD600 at the indicated times, data are the mean of three experiments. (B-E) The indicated quorum sensing signals in bacterial supernatants were measured by HPLC-MS at the indicated times. Due to sample precipitation, C4-HSL measurements at 24 hours are not shown. Data are the mean ±SEM of three replicate experiments, *P<0.05, **P<0.02 compared to PAO1 at the indicated time points.
Levels of the AQ signaling molecules HHQ and PQS were comparable in uninfected and Pf4-infected PAO1 over time (Fig 3D and Fig 3E, compare squares and circles). In the PAO1ΔPf4 strain, however, HHQ levels spiked at 12 hours of growth followed by a steep decline from 12 to 24 hours (Fig 3D, blue triangles). The decline of HHQ was accompanied by an increase in PQS levels in PAO1ΔPf4 supernatants from 12 to 24 hours (Fig 3E, blue triangles). As HHQ is the direct precursor to the PQS signaling molecule (25), these observations are consistent with HHQ being produced by PAO1ΔPf4 during late exponential/early stationary phase followed by HHQ conversion into PQS during stationary phase growth. These results indicate that the Pf4 prophage inhibits HHQ and PQS biosynthesis in P. aeruginosa.
The Pf4 phage protein PfsE binds to PqsA
Pf4 replication suppresses the production of the quorum regulated phenazine pyocyanin (Fig 1A). To identify Pf4 proteins that may suppress pyocyanin production, and thus may also suppress host quorum sensing, we expressed each protein encoded by the core Pf4 genome (PA0717-PA0728) individually from an expression plasmid in P. aeruginosa PAO1ΔPf4 and measured the effects on pyocyanin production. The core Pf genome is conserved and encodes structural proteins and enzymes required for Pf4 to complete its lifecycle. We identified a single protein, PfsE (PA0721), that significantly (P<0.05) reduced pyocyanin production by PAO1ΔPf4 compared to the empty vector control (Fig 4A). In prior work, we discovered that PfsE mediates Pf superinfection exclusion by binding to the type IV pili protein PilC to inhibit pilus extension (20), which is used by Pf phages as a cell surface receptor (26).
Fig 4. The Pf4 phage protein PfsE binds to PqsA and inhibits pyocyanin production.

(A) The indicated Pf4 proteins were expressed from an inducible plasmid in PAO1ΔPf4. After 18 h, pyocyanin was extracted, quantified by absorbance, and normalized to bacterial density (OD600). Data are the mean +/− SEM of four experiments, *P<0.05. (B) Pyocyanin was extracted from PAO1ΔPf4 carrying an empty vector or a PfsE expression construct at the indicated times. Data are the mean +/− SEM of three experiments, ***P<0.001. (C) A bacterial two-hybrid assay was used to detect interactions between PfsE and the indicated bacterial proteins. Representative colonies are shown. EV = empty vector. (D) Pigmentation intensity of colonies expressing PfsE as bait and the indicated prey proteins was measured in image J. Data are the mean +/− SEM of three experiments, ***P<0.001. (E-H) His-tagged PqsA and S-tagged PfsE or His-tagged HRV-3c and S-tagged PfsE were expressed in E. coli. His-tagged proteins were purified from cell lysates by affinity chromatography and analyzed by SDS-PAGE and western blot using anti-His or anti-S-tag antibodies. Representative gels are shown. (I) PqsA catalyzes the conversion of anthranilate to anthraniloyl-CoA. (J) Anthranilate levels were measured fluorimetrically in culture supernatants over time from PAO1ΔPf4 carrying either an empty expression vector or PAO1ΔPf4 expressing PfsE. Data are the mean +/− SEM of four experiments, *P<0.05, **P<0.01, ***P<0.001.
Time course experiments confirm that expressing PfsE in PAO1ΔPf4 significantly (P<0.001) decreases pyocyanin production compared to PAO1ΔPf4 carrying an empty expression vector (Fig 4B). Note the pfsE gene is the fifth most highly upregulated gene in Pf4-infected cultures (Fig 2A).
To determine if PfsE interacts directly with bacterial proteins involved in PQS or other quorum sensing pathways, we used a bacterial two-hybrid (BACTH) assay (27) to measure protein-protein interactions between bait (PfsE) and prey (bacterial proteins). Positive interactions are detected as red pigmentation in E. coli reporter colonies after 48 hours growth on MacConkey agar. PfsE is known to strongly bind the type IV pilus protein PilC (20), providing a positive control. Colony pigmentation was observed when PfsE was expressed with PilC and PqsA (Fig 4C and D), suggesting that in addition to PilC, PfsE also binds to PqsA.
To confirm the results from the BATCH assay, we expressed His-tagged PqsA and S-tagged PfsE in E. coli and purified His-tagged protein complexes by affinity chromatography (Fig 4E). A His-tagged HRV-3c protease (47.8 kDa) expressed in E. coli with PfsE was included as non-specific control. Isolated proteins were analyzed by western blot using anti-His and anti-S-tag antibodies. Blotting without a primary antibody shows no background staining (Fig 4F). Anti-His antibodies recognize HRV-3c and proteins isolated by affinity chromatography that range in size from ~53–46 kDa (Fig 4G), indicating that His-tagged PqsA is present in the purified proteins. His-tagged PqsA has a calculated molecular weight of ~56 kDa; however, PqsA is highly hydrophobic, which can cause it to run faster on SDS-PAGE than predicted (28), which may explain the observed reactivity in the ~53–46 kDa bands. The multiple bands could also be the result of PqsA proteolysis. S-tagged PfsE (3.2 kDa) was not detected in the HRV-3c sample but was detected towards the bottom of the gel in the sample containing PqsA (Fig 4H), suggesting that PfsE disassociates from PqsA under denaturing conditions.
PqsA catalyzes the conversion of anthranilate to anthraniloyl-CoA (Fig 4I) as a first step in HHQ and PQS biosynthesis (28). We hypothesized that PfsE binding to PqsA would cause anthranilate levels to accumulate in P. aeruginosa culture supernatants. To test this hypothesis, anthranilate levels were measured fluorometrically (29) in culture supernatants over time. In PAO1ΔPf4 cells expressing PsfE, anthranilate concentrations were significantly higher at the 12-, 18-, and 24-hour time points compared to cells carrying an empty expression vector (Fig 4J). The spike in anthranilate levels at the 12-hour time point in cells carrying the empty expression vector is consistent with prior observations in liquid cultures of P. aeruginosa PAO1 (30). Collectively, these results suggest that PfsE binds to PqsA and inhibits its enzymatic activity.
PfsE downregulates pqsA transcription.
The data in Figure 2 show that Pf4 infection downregulates pqsA expression (24). The expression of pqsA is regulated by the LysR-type regulator PqsR (also named MvfR), which binds directly to the pqsABCDE promoter upon binding with its cognate ligand PQS (31). We hypothesized that PfsE inhibition of PqsA and the subsequent reduction of PQS levels would downregulate pqsA transcription. In order to test this, we needed a mutant Pf4 prophage that lacks psfE. In prior work, our attempts to delete pfsE from the Pf4 prophage were lethal to P. aeruginosa, presumably due to unregulated Pf4 replication (20). However, we were successful in deleting pfsE from the Pf4 integrase mutant ΔintF4 (which cannot excise from the chromosome), producing a ΔintF/pfsE double mutant (20). We then measured pqsA transcriptional reporter activity over time using a fluorescent pqsA transcriptional reporter (32) in PAO1 compared to PAO1ΔPf4 and in ΔintF4 compared to ΔintF4/pfsE. We found that the transcription of pqsA was significantly (P<0.01) downregulated in PAO1 compared to PAO1ΔPf4 (Fig 5A), consistent with RNAseq results (Fig 2A and B). pqsA transcription was also downregulated at comparable levels in ΔintF4 cells relative to ΔintF4/pfsE cells (Fig 5A). Furthermore, PfsE expression significantly (P<0.01) downregulated pqsA transcription after 18 hours of growth in PAO1ΔPf4 and in ΔintF4/pfsE (Fig 5B). Collectively, these observations indicate that PfsE negatively regulates pqsA transcription.
Fig 5. PfsE negatively regulates pqsA transcription.

(A) The activity of a fluorescent PpqsA-gfp transcriptional reporter was measured in the indicated strains grown in lysogeny broth at 37°C. For each measurement, GFP fluorescence was corrected for by bacterial growth (OD600) and normalized to PAO1. Data are the mean of four experiments. **P<0.01, two-way ANOVA comparing PAO1 to PAO1ΔPf4 or ΔintF4 to ΔintF4/pfsE. Error bars are omitted for clarity. (B) pqsA reporter activity was measured 18 hours post induction of expression vectors and normalized to bacterial growth (OD600) in the indicated strains. Data are the mean +/− SEM of four experiments, *P<0.02, **P<0.01.
Disabling PQS signaling enhances Pf4 replication efficiency
PqsA catalyzes the first step in PQS biosynthesis (28) and PQS signaling is implicated in regulating phage defense behaviors in P. aeruginosa (33–37). Thus, we hypothesized that inhibiting PQS signaling would increase P. aeruginosa susceptibility to Pf4 infection. To test this, we deleted pqsA from the PAO1ΔPf4 background (PAO1ΔPf4/ΔpqsA) and infected with wild-type or mutant Pf4 virions at a low multiplicity of infection (MOI) of 0.01 (one virus per 100 cells) (Fig 6A). Under these conditions using wild-type Pf4 virions, we did not detect any infectious virions in the supernatants of PAO1ΔPf4 cultures, suggesting that either PAO1ΔPf4 suppressed Pf4 replication or Pf4 lysogenized PAO1ΔPf4, converting it back into the PAO1 genotype. By contrast, infection of PAO1ΔPf4/ΔpqsA with Pf4 resulted in the production of ~4×103 PFU/mL (Fig 6B), showing that when PQS signaling is disabled, Pf4 replication is enhanced. When PAO1ΔPf4 or PAO1ΔPf4/ΔpqsA were infected with Pf4ΔintF4 virions, plaque forming units increased by several orders of magnitude to 1×105 PFU/mL or 2×108 PFU/mL, respectively (Fig 6C). Pf4ΔintF4 virions lacking the intF4 integrase are unable to lysogenize the host and may remain in an active replication state, producing higher titers compared to wild-type Pf4. When P. aeruginosa PAO1ΔPf4 was infected with Pf4 virions lacking both the intF4 and pfsE genes (Pf4ΔintF4/pfsE), phages were unable to replicate whereas Pf4ΔintF4/pfsE virion titers were ~4.3×108 PFU/mL in the supernatants of PAO1ΔPf4/ΔpqsA cultures (Fig 6D). These results indicate that inhibition of PQS signaling (by PfsE or through genetic manipulation) enhances the ability of Pf4 virions to infect a naïve P. aeruginosa host not already infected by a Pf4 prophage.
Figure 6. Disabling PQS signaling promotes Pf4 replication.

(A) Liquid cultures of P. aeruginosa PAO1ΔPf4 or PAO1ΔPf4/ΔpqsA were infected with wild-type Pf4, Pf4ΔintF4, or Pf4ΔintF4/pfsE virions (MOI 0.01). (B-D) After 18 hours at 37°C, Pf4 plaque forming units (PFUs) in cell culture supernatants were enumerated on lawns of P. aeruginosa PAO1ΔPf4. Data are the mean +/− SEM of 3–6 experiments, *P<0.05. (E) P. aeruginosa PAO1, PAO1ΔPf4, ΔpqsA, or PAO1ΔPf4/ΔpqsA carrying an empty expression vector or an expression vector with an inducible copy of PfsE were grown for 18 hours in LB broth at 37°C. (F) Pf4 PFUs in culture supernatants were then enumerated on lawns of P. aeruginosa PAO1ΔPf4. Data are the mean +/− SEM of 4 experiments, **P<0.01. Limit of detection for the assay is 333 PFU/mL.
We next tested if PQS signaling affects the transition of Pf4 from lysogeny to lytic replication. When the Pf4 prophage found in strain PAO1 is induced, it is excised from the chromosome and assumes an ~12 kb circular double stranded DNA molecule called the replicative form (16). We hypothesized that inhibition of PQS signaling by PfsE at this critical time would be important for Pf4 to complete its lifecycle. To test this hypothesis, we expressed PfsE from an inducible plasmid in PAO1, ΔpqsA, PAO1ΔPf4, and PAO1ΔPf4/ΔpqsA and measured phage Pf4 titers in bacterial supernatants after 18 hours of growth (Fig 6E). In PAO1 carrying an empty expression vector, Pf4 is spontaneously produced at around 1×103 PFU/mL (Fig 6F). In PAO1 expressing PfsE, Pf4 titers are approximetely six orders of magnitude higher at ~1×109 PFU/mL (Fig 6F). In ΔpqsA cells, Pf4 titers were comparable to those observed in PAO1 culture supernatants at ~1×103 PFU/mL and expressing PfsE in ΔpqsA cells did not affect Pf4 titers (Fig 6F), indicating inhibition of PQS signaling by PfsE is required to increase Pf4 titers. As expected, plaques were not observed under any condition where PAO1ΔPf4 or PAO1ΔPf4/ΔpqsA strains were used (Fig 6F). These results suggest that inhibition of PQS signaling by PfsE increases the spontaneous transition of Pf4 from lysogeny to active virion replication.
Discussion
In prior work, we identified PfsE as a small, highly conserved Pf phage protein that binds to the type IV pili protein PilC to inhibit pilus extension, protecting P. aeruginosa from infection by competing phages (20). In this study, we characterize an additional role for PfsE—binding to PqsA and inhibiting PQS signaling (Fig 7). Our results indicate that inhibiting PQS signaling enhances the ability of Pf4 to infect a new host and increases Pf4 replication fidelity after the Pf4 prophage has been induced.
Fig 7. Proposed model:

PfsE simultaneously inhibits PQS signaling and type IV pili extension by binding to PqsA or PilC, respectively. We propose that disabling PQS signaling promotes Pf4 replication and at the same time, protects the susceptible P. aeruginosa host from superinfection by Pf4 virions or infection by competing phages.
Our results are consistent with prior work indicating that PQS signaling regulates P. aeruginosa processes that interfere with phage replication. For example, in populations where PQS signaling is active, phage resistant isolates emerge at higher frequencies compared to populations where PQS signaling is disrupted (36). In phage infected cells, the pqsABCDE operon is upregulated (35) and levels of HHQ, PQS, and related metabolites are elevated (34). Furthermore, when PQS molecules are released by phage-infected cells they induce phage avoidance behavior in nearby cells (37).
P. aeruginosa phages have acquired mechanisms to manipulate host PQS signaling—phage JBD44 encodes genes that restore PQS signaling in quorum sensing mutants (38) while phage LUZ19 encodes a protein that binds to the PQS biosynthesis enzyme PqsD (39). These observations indicate that PQS signaling is a target in the evolutionary arms race between phages and bacteria. It is currently not known whether these other phage-encoded proteins also modulate expression of type IV pili or other cell surface receptors.
Quorum sensing regulates biofilm formation in P. aeruginosa (40) and Pf4 is known to be induced in P. aeruginosa biofilms (17, 41–46). In this study, we measured Pf4 replication primarily in liquid culture. It is possible biofilm growth could affect results. Indeed, a recent study found that Pf4 replication is induced in response to HHQ accumulation, resulting in colony biofilm autolysis (47). However, the autolysis phenotype was only observed during surface-associated growth and not in liquid culture. Our results indicate that HHQ and PQS biosynthesis is inhibited by Pf4 in liquid culture. Additional studies are required to define the relationship between PQS signaling and Pf4 replication in P. aeruginosa biofilms.
Of note, deleting the pqsA gene does not automatically induce Pf4 replication. This result indicates that PfsE activity, specifically, is critical to most of the phenotypes investigated here and eliminating quinolones by deleting the pqsA gene does not automatically translate to an increase in Pf4 replication.
Our results are analogous to the Aqs1 protein encoded by the temperate P. aeruginosa phage DMS3. Aqs1 is a multifunctional protein that binds to and inhibits PilB and LasR to simultaneously inhibit type IV pili and disrupt P. aeruginosa Las quorum sensing, respectively (33). Taking our results into consideration, these observations indicate that the simultaneous inhibition of quorum sensing and type IV pili extension provides a fitness advantage to phages. However, the specific quorum sensing system that is inactivated is variable between viruses.
Overall, this study provides further insight into how Pf phages manipulate P. aeruginosa by inhibiting PQS signaling. Our results highlight the potential for phage-encoded proteins to influence quorum-regulated virulence and phage defense phenotypes, which has implications for therapeutic applications. For example, therapeutic phages could be engineered that encode PfsE or other phage proteins such as Aqs1 that target quorum sensing pathways to simultaneously reduce pathogen virulence potential and disrupt bacterial phage defense systems, which could increase phage therapy treatment efficacy.
Materials and methods
Strains, plasmids, and growth conditions
Strains, plasmids, and their sources are listed in Table 1. Unless otherwise indicated, bacteria were grown in lysogeny broth (LB) at 37°C with 230 rpm shaking and supplemented with antibiotics (Sigma). Unless otherwise noted, gentamicin was used at 10 or 30 μg ml–1 and tetracycline at 100 μg ml–1.
Table 1.
Bacterial strains, phage, and plasmids used in this study.
| Bacterial Strains | Description | Source |
|---|---|---|
| Escherichia coli | ||
| DH5α | Routine cloning | New England Biolabs |
| BL21(DE3) | Protein expression | New England Biolabs |
| P. aeruginosa | ||
| PAO1 | Wild type | (17) |
| PAO1ΔPf4 | Deletion of the Pf4 prophage from PAO1 | (17) |
| ΔpqsA | Clean deletion of pqsA from PAO1 | This study |
| PAO1ΔPf4/ΔpqsA | Clean deletion of Pf4 from ΔpqsA | This study |
| ΔintF4 | Clean deletion of intF4 from the Pf4 prophage in PAO1 | (20) |
| ΔintF4/pfsE | Clean deletion of pfsE from ΔintF4 | (20) |
| Bacteriophage Strains | ||
| Pf4 | Wild type | (20) |
| Pf4ΔintF4 | Clean deletion of intF4 | (20) |
| Pf4ΔintF/psfE | Clean deletion of pfsE from Pf4ΔintF4 | (20) |
| Plasmids | ||
| CP53 pBBR1-MCS5 pqsA-gfp | GFP pqsA transcriptional reporter | (48) |
| CP1 pBBR-MCS5- Blank | GFP empty vector control | (49) |
| Mini-CTX pqsA::lux | Luminescent pqsA reporter | (32) |
| pHERD30T | GmR, expression vector with araC-PBAD promoter | (50) |
| pHERD30T-PA0717 | pBAD::PA0717 | (20) |
| pHERD30T-PA0718 | pBAD::PA0718 | (20) |
| pHERD30T-PA0719 | pBAD::PA0719 | (20) |
| pHERD30T-PA0720 | pBAD::PA0720 | (20) |
| pHERD30T-pfsE | pBAD::pfsE | (20) |
| pHERD30T-PA0722 | pBAD::PA0722 | (20) |
| pHERD30T-PA0723 | pBAD::PA0723 | (20) |
| pHERD30T-PA0724 | pBAD::PA0724 | (20) |
| pHERD30T-PA0725 | pBAD::PA0725 | (20) |
| pHERD30T-PA0726 | pBAD::PA0726 | (20) |
| pHERD30T-PA0727 | pBAD::PA0727 | (20) |
| pHERD30T-intF4 | pBAD::intF4 | (20) |
| pENTRpEX18-Gm-ΔpqsA | Deletion construct | Gift from Ajai Dandekar |
| pENTRpEX18-Gm-ΔpfiT | Deletion construct | (20) |
| pENTRpEX18-Gm-ΔPf4 | Deletion construct | (20) |
Construction of P. aeruginosa mutants
All deletion strains were produced by allelic exchange (51), producing clean and unmarked deletions. All plasmids and primers used for strain construction are given in Table 1 and Table 2, respectively. Briefly, using E. coli S17λpir, we mobilized deletion constructs into recipient strains via biparental mating. Merodiploid P. aeruginosa was selected on Vogel-Bonner minimal medium (VBMM) agar containing 60 μg ml−1 gentamicin, followed by recovery of deletion mutants on no-salt LB (NSLB) medium containing 10% sucrose. Candidate mutants were confirmed by PCR and sequencing.
Table 2.
Primers used in this study. Lower case letters indicate att sites.
| Purpose/Name | Sequence (5’−3’) |
|---|---|
| Cloning | |
| ΔpqsA primers: | |
| attB1-pqsA-UpF | ggggacaagtttgtacaaaaaagcaggcttcCTACGAAGCCCGTGG |
| attB2-pqsA- DownR | ggggaccactttgtacaagaaagctgggtaCCGAGGACCTTCTGCAAC |
| PAO1ΔPf4 primers: | |
| PfiT-DownF | TGATGGCTTTCTACTCCTGA |
| attB2-PfiT-DownR | ggggaccactttgtacaagaaagctgggtaAGCCGCTCAACCCGATCTA |
| PfiT seq F | CCACACGTTCGCCAGTCACTT |
| PfiT seq R | AATGCCGGCCACTTCATCGAC |
| Pf4-UpF-GWL | tacaaaaaagcaggctTCTGGGAATACGACGGGGGC |
| Pf4-UpR-GM | tcagagcgcttttgaagctaattcgGATCCCAATGCAAAAGCCCC |
| Pf4-DnF-GM | aggaacttcaagatccccaattcgCGTCATGAGCTTGGGAAGCT |
| Pf4-DnR-GWR | tacaagaaagctgggtTGGCAGCAGACCCAGGACGC |
| pf4-out F | AGTGGCGGTTATCGGATGAC |
| pf4-out R | TCATTGGGAGGCGCTTTCAT |
| qPCR primers: | |
| AttR-F | taggcatttcaggggcttgg |
| AttL-R | gagctacggagtaagacgcc |
| Pf4-RF gBlock | GGGGACAAGTTTGTACAAAAAAGCAGGCTTCTAGGCATTTCAGGGGCTTGGCAGGGTGATTTGGAGCGGGCGAAGGGAATCGAACCCTCGTCATGAGCTTGGGAAGCTCAGGTAATGCTAAAATAGGGTTTTGAAGCGTTCCTATACATTCTAATGCCACTGCCTTCGATTTTTAGGCGTCTTACTCCGTAGCTCTACCCAGCTTTCTTGTACAAAGTGGTCCCC |
Plaque assays
Plaque assays were performed using PAO1ΔPf4 as the indicator strain grown on LB plates. Phage in filtered supernatants were serially diluted 10x in PBS and spotted onto lawns of PAO1ΔPf4. Plaques were quantified after 18h of growth at 37°C.
Pf4 phage virion enumeration by qPCR
Pf4 virion copy number was measured using qPCR as previously described (52). Briefly, filtered supernatants were treated with DNase I (10 μL of a 10mg/ml stock per mL supernatant) followed by incubation at 95°C for 10 minutes to inactivate the DNase. Ten μL reaction volumes containing 5 μl SYBR Select Master Mix (Life Technologies, Grand Island, NY), 400 nM of primer attR-F and attL-R (Table 2), and 1 μl supernatant. Primers attR-F and attL-R amplify the re-circularization sequence of the Pf4 replicative form (Pf4-RF) and thus, do not amplify linear Pf4 prophage sequences that may be present in contaminating chromosomal DNA. Cycling conditions were as follows: 98°C 3 min, (95°C 10 sec, 61.5°C 30 sec) × 40 cycles. A standard curve was constructed using a Pf4-RF gBlock (Table 2) containing the template sequence at a known copy number per mL. Pf4 copy numbers were then calculated by fitting Ct values of the unknown samples to the standard curve.
Growth Curves
Overnight cultures were diluted to an OD600 of 0.01 in 96-well plates containing LB and if necessary, the appropriate antibiotics. Over the course of 24h, OD600 was measured in a CLARIOstar (BMG Labtech) plate reader every 15 minutes at 37°C with orbital shaking at 300 rpm for 2 minutes prior to each measurement.
Pyocyanin extraction and quantitation
Pyocyanin was measured as described elsewhere (53, 54). Briefly, chloroform was added to culture supernatants at 50% of the total culture volume. Samples were vortexed vigorously and the different phases given time to separate (20 minutes). After the aqueous top-layer was discarded, 20% the volume of chloroform of 0.1 N HCl was added and the mixture vortexed vigorously. Once separated, the aqueous fraction was removed and absorbance at 520 nm measured. The concentration of pyocyanin in the culture supernatant, expressed as μg/ml, was obtained by multiplying the optical density at 520 nm by 17.072 (54).
Quantification of autoinducer signalling molecules
For quantifications of AHLs and HAQs, whole cultures were spiked with 5,6,7,8-tetradeutero-4-hydroxy-2-heptylquinoline (HHQ-d4) as an internal standard and thrice extracted with equal parts ethyl acetate (25, 55). The solvent was evaporated by Savant rotorvap (Thermo RVTS10S) and residues were solubilized in acetonitrile to be analyzed by LC/MS/MS, as described (56). Briefly, samples were injected using an HPLC Waters 2795 (Mississauga, ON, Canada) on a Kinetex C18 column (Phenomenex) with an acetonitrile-water gradient containing 1% acetic acid. The detector was a tandem quadrupole mass spectrometer (Quattro premier XE; Waters) equipped with a Z-spray interface using electrospray ionization in positive mode (ESI+). Nitrogen was used as a nebulizing and drying gas at flow rates of 15 and 100 ml · min−1, respectively. In multiple reactions monitoring (MRM) mode, the following transitions were monitored for: HHQ 244 → 159; HHQ-d4 248→163; and PQS 260→175. The pressure of the collision gas (argon) was set at 2 × 10–3 mTorr and the collision energy at 30 V. For AHLs, the following transitions were monitored: C4-HSL 172→102; 3-oxo-C12-HSL 298→102 with a collision energy of 15 V.
Anthranilate extraction and quantitation
Anthranilate was quantified as previously described (29). Briefly, fluorescence spectra (λex/λem 340 nm/365–600 nm) of sterile filtered culture supernatants were obtained on a CLARIOstar BMG LABTECH plate-reader. Standards were prepared by adding the indicated concentrations of anthranilic acid (Sigma) to sterile LB broth at room temperature.
Quorum sensing transcriptional reporters
Competent P. aeruginosa PAO1, ΔintF, ΔintF/pfsE, and PAO1ΔPf4 were prepared by washing overnight cultures in 300 mM sucrose followed by transformation by electroporation (57) with the plasmids CP1 Blank-PBBR-MCS5 and CP53 PBBR1-MCS5 pqsA-gfp, listed in Table 1. Transformants were selected for by plating on the appropriate antibiotic selection media. The indicated strains were grown in buffered LB containing 50 mM MOPS and 100 μg ml–1 gentamicin for 18 hours. Cultures were then sub-cultured 1:100 into fresh LB MOPS buffer and grown to an OD600 of 0.3. To measure reporter fluorescence, each strain was added to a 96-well plate containing 200 μL LB MOPS with a final bacterial density of OD600 0.01 and incubated at 37°C in a CLARIOstar BMG LABTECH plate-reader. Prior to each measurement, plates were shaken at 300 rpm for a duration of two minutes. A measurement was taken every 15 minutes for both growth (OD600) or fluorescence (excitation at 485–15 nm and emission at 535–15 nm).
pHERD30T::Empty and pHERD30T::pfsE were transformed into cells carrying the Mini-CTX pqsA::lux reporter via the same protocol as above. Strains were maintained in LB containing 100 μg ml–1 gentamicin and 125 μg ml–1 tetracycline. Cultures were then sub-cultured 1:100 into fresh LB containing 100 μg ml–1 gentamicin and 125 μg ml–1 tetracycline and grown to an OD600 of 0.3. To measure reporter luminescence, 200 μl aliquots were removed and luminescence was measured on a CLARIOstar BMG LABTECH plate-reader. CFU was determined using these same aliquots by 10x serial dilution and drop plating on LB agar plates with the appropriate antibiotics.
RNA-seq data analysis
RNA-seq reads were downloaded from GEO accession no. GSE201738 (24). RNA-seq reads were then aligned to the reference P. aeruginosa PAO1 genome (GenBank: GCA_000006765.1), mapped to genomic features, and counted using Rsubread package v2.12.3 (58).Count tables produced with Rsubread were normalized and tested for differential expression using edgeR v3.40.2 (59).Genes with ≥ two-fold expression change and a false discovery rate (FDR) below 0.05 were considered significantly differential. RNA-seq analysis results were plotted with ggplot2 v3.4.1 and pheatmap v1.0.12 packages using R v4.2.3 in RStudio v2023.3.0.386, and GraphPad Prism v9.5.1 (60, 61).
Anti His-tag and anti-S-tag Western blot protocol
Samples were resolved on 4–15% TGX gel. 10μg of total protein was loaded per lane. The gel was transferred to nitrocellulose and stained with Sypro Ruby (Invitrogen S11791) according to the manufacturer’s instructions. After 3 × 5minute washes with TBST (0.02M Tris Base, 0.15M NaCl, 0.05% Tween 20, pH 7.6), the membrane was blocked in TBST + 5% non-fat dry milk overnight at 4°C. The following day, the blot was washed 3 × 5minute in TBST. The blot was cut apart and the lanes with the ladders and no primary antibody were initially left in TBST. Lanes reacted with anti-His antibody were incubated for 1.5 hours in mouse anti 6X His antibody (Invitrogen MA1–21315, 1:500 in TBST) and lanes reacted with S-tag antibody were incubated in rabbit anti-mouse S-tag antibody (Invitrogen PIPA 581631, 1:500 in TBST). Blots were washed 8 × 5 minutes in TBST and then ladder lanes were reacted with Precision Plus Strep Tactin HRP Conjugate (BioRad 1610380) diluted 1:10,000 in TBST, the anti-His lanes were reacted with HRP Goat anti Mouse IgG (Abcam 6789, 1:10,000) and the S-tag lanes were reacted with HRP Goat anti Rabbit IgG (Abcam 6721, 1:25,000) for 1.5hr. The no primary antibody lanes were reacted with both HRP Goat anti Mouse and HRP Goat anti Rabbit secondary antibodies at the concentrations specified above. Blot sections were washed 5 × 5minutes in TBST and signal was detected using Clarity Western ECL Substrate (BioRad 170 5060). Images were captured on a BioRad Chemi Doc XRS+ imager.
Statistical analyses
Unless otherwise noted, differences between data sets were evaluated with a Student’s t‐test (unpaired, two‐tailed) where appropriate. P values of < 0.05 were considered statistically significant. GraphPad Prism version 5.0 (GraphPad Software, San Diego, CA) was used for all analyses.
Acknowledgments
This work was supported by NIH grants R01AI138981 and P20GM103546 to PRS. Research on the PQS system in the ED Laboratory is supported by Canadian Institutes of Health Research (CIHR) operating grant MOP-142466. DRF was supported by NSF GRFP grant 366502. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The authors report no conflicts of interest.
REFERENCES
- 1.Miller MB, Bassler BL. 2001. Quorum sensing in bacteria. Annu Rev Microbiol 55:165–99. [DOI] [PubMed] [Google Scholar]
- 2.Schuster M, Greenberg EP. 2006. A network of networks: quorum-sensing gene regulation in Pseudomonas aeruginosa. International journal of medical microbiology : IJMM 296:73–81. [DOI] [PubMed] [Google Scholar]
- 3.McCready AR, Paczkowski JE, Henke BR, Bassler BL. 2019. Structural determinants driving homoserine lactone ligand selection in the Pseudomonas aeruginosa LasR quorum-sensing receptor. Proc Natl Acad Sci U S A 116:245–254. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Parsek MR, Greenberg EP. 2000. Acyl-homoserine lactone quorum sensing in gram-negative bacteria: a signaling mechanism involved in associations with higher organisms. Proc Natl Acad Sci U S A 97:8789–93. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Parsek MR, Greenberg EP. 2005. Sociomicrobiology: the connections between quorum sensing and biofilms. Trends Microbiol 13:27–33. [DOI] [PubMed] [Google Scholar]
- 6.Whiteley M, Lee KM, Greenberg EP. 1999. Identification of genes controlled by quorum sensing in Pseudomonas aeruginosa. Proceedings of the National Academy of Sciences of the United States of America 96:13904–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Hoque MM, Naser IB, Bari SM, Zhu J, Mekalanos JJ, Faruque SM. 2016. Quorum Regulated Resistance of Vibrio cholerae against Environmental Bacteriophages. Sci Rep 6:37956. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hoyland-Kroghsbo NM, Maerkedahl RB, Svenningsen SL. 2013. A quorum-sensing-induced bacteriophage defense mechanism. MBio 4:e00362–12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Patterson AG, Jackson SA, Taylor C, Evans GB, Salmond GPC, Przybilski R, Staals RHJ, Fineran PC. 2016. Quorum Sensing Controls Adaptive Immunity through the Regulation of Multiple CRISPR-Cas Systems. Mol Cell 64:1102–1108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Hoyland-Kroghsbo NM, Paczkowski J, Mukherjee S, Broniewski J, Westra E, Bondy-Denomy J, Bassler BL. 2017. Quorum sensing controls the Pseudomonas aeruginosa CRISPR-Cas adaptive immune system. Proc Natl Acad Sci U S A 114:131–135. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Silpe JE, Bassler BL. 2019. A Host-Produced Quorum-Sensing Autoinducer Controls a Phage Lysis-Lysogeny Decision. Cell 176:268–280 e13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Silpe JE, Bassler BL. 2019. Phage-Encoded LuxR-Type Receptors Responsive to Host-Produced Bacterial Quorum-Sensing Autoinducers. MBio 10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Silpe JE, Duddy OP, Johnson GE, Beggs GA, Hussain FA, Forsberg KJ, Bassler BL. 2023. Small protein modules dictate prophage fates during polylysogeny. Nature doi: 10.1038/s41586-023-06376-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Knezevic P, Voet M, Lavigne R. 2015. Prevalence of Pf1-like (pro)phage genetic elements among Pseudomonas aeruginosa isolates. Virology 483:64–71. [DOI] [PubMed] [Google Scholar]
- 15.Fiedoruk K, Zakrzewska M, Daniluk T, Piktel E, Chmielewska S, Bucki R. 2020. Two Lineages of Pseudomonas aeruginosa Filamentous Phages: Structural Uniformity over Integration Preferences. Genome Biol Evol 12:1765–1781. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Secor PR, Burgener EB, Kinnersley M, Jennings LK, Roman-Cruz V, Popescu M, Van Belleghem JD, Haddock N, Copeland C, Michaels LA, de Vries CR, Chen Q, Pourtois J, Wheeler TJ, Milla CE, Bollyky PL. 2020. Pf Bacteriophage and Their Impact on Pseudomonas Virulence, Mammalian Immunity, and Chronic Infections. Front Immunol 11:244. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Rice SA, Tan CH, Mikkelsen PJ, Kung V, Woo J, Tay M, Hauser A, McDougald D, Webb JS, Kjelleberg S. 2009. The biofilm life cycle and virulence of Pseudomonas aeruginosa are dependent on a filamentous prophage. The ISME journal 3:271–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Sweere JM, Van Belleghem JD, Ishak H, Bach MS, Popescu M, Sunkari V, Kaber G, Manasherob R, Suh GA, Cao X, de Vries CR, Lam DN, Marshall PL, Birukova M, Katznelson E, Lazzareschi DV, Balaji S, Keswani SG, Hawn TR, Secor PR, Bollyky PL. 2019. Bacteriophage trigger antiviral immunity and prevent clearance of bacterial infection. Science 363. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Schwartzkopf CM, Robinson AJ, Ellenbecker M, Faith DR, Schmidt AK, Brooks DM, Lewerke L, Voronina E, Dandekar AA, Secor PR. 2023. Tripartite interactions between filamentous Pf4 bacteriophage, Pseudomonas aeruginosa, and bacterivorous nematodes. PLoS Pathog 19:e1010925. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Schmidt AK, Fitzpatrick AD, Schwartzkopf CM, Faith DR, Jennings LK, Coluccio A, Hunt DJ, Michaels LA, Hargil A, Chen Q, Bollyky PL, Dorward DW, Wachter J, Rosa PA, Maxwell KL, Secor PR. 2022. A Filamentous Bacteriophage Protein Inhibits Type IV Pili To Prevent Superinfection of Pseudomonas aeruginosa. mBio doi: 10.1128/mbio.02441-21:e0244121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Dietrich LE, Price-Whelan A, Petersen A, Whiteley M, Newman DK. 2006. The phenazine pyocyanin is a terminal signalling factor in the quorum sensing network of Pseudomonas aeruginosa. Mol Microbiol 61:1308–21. [DOI] [PubMed] [Google Scholar]
- 22.Brint JM, Ohman DE. 1995. Synthesis of multiple exoproducts in Pseudomonas aeruginosa is under the control of RhlR-RhlI, another set of regulators in strain PAO1 with homology to the autoinducer-responsive LuxR-LuxI family. Journal of bacteriology 177:7155–7163. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Latifi A, Winson MK, Foglino M, Bycroft BW, Stewart GS, Lazdunski A, Williams P. 1995. Multiple homologues of LuxR and LuxI control expression of virulence determinants and secondary metabolites through quorum sensing in Pseudomonas aeruginosa PAO1. Molecular microbiology 17:333–343. [DOI] [PubMed] [Google Scholar]
- 24.Tortuel D, Tahrioui A, David A, Cambronel M, Nilly F, Clamens T, Maillot O, Barreau M, Feuilloley MGJ, Lesouhaitier O, Filloux A, Bouffartigues E, Cornelis P, Chevalier S. 2022. Pf4 Phage Variant Infection Reduces Virulence-Associated Traits in Pseudomonas aeruginosa. Microbiol Spectr doi: 10.1128/spectrum.01548-22:e0154822. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Deziel E, Lepine F, Milot S, He J, Mindrinos MN, Tompkins RG, Rahme LG. 2004. Analysis of Pseudomonas aeruginosa 4-hydroxy-2-alkylquinolines (HAQs) reveals a role for 4-hydroxy-2-heptylquinoline in cell-to-cell communication. Proceedings of the National Academy of Sciences of the United States of America 101:1339–44. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Castang S, Dove SL. 2012. Basis for the essentiality of H-NS family members in Pseudomonas aeruginosa. Journal of bacteriology 194:5101–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.McCallum M, Tammam S, Little DJ, Robinson H, Koo J, Shah M, Calmettes C, Moraes TF, Burrows LL, Howell PL. 2016. PilN Binding Modulates the Structure and Binding Partners of the Pseudomonas aeruginosa Type IVa Pilus Protein PilM. J Biol Chem 291:11003–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Coleman JP, Hudson LL, McKnight SL, Farrow JM 3rd, Calfee MW, Lindsey CA, Pesci EC. 2008. Pseudomonas aeruginosa PqsA is an anthranilate-coenzyme A ligase. J Bacteriol 190:1247–55. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Abou-Zied OK, Al-Busaidi BY, Husband J. 2014. Solvent effect on anthranilic acid spectroscopy. J Phys Chem A 118:103–9. [DOI] [PubMed] [Google Scholar]
- 30.Hwang HJ, Li XH, Kim SK, Lee JH. 2022. Anthranilate Acts as a Signal to Modulate Biofilm Formation, Virulence, and Antibiotic Tolerance of Pseudomonas aeruginosa and Surrounding Bacteria. Microbiol Spectr 10:e0146321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Wade DS, Calfee MW, Rocha ER, Ling EA, Engstrom E, Coleman JP, Pesci EC. 2005. Regulation of Pseudomonas quinolone signal synthesis in Pseudomonas aeruginosa. J Bacteriol 187:4372–80. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Diggle SP, Matthijs S, Wright VJ, Fletcher MP, Chhabra SR, Lamont IL, Kong X, Hider RC, Cornelis P, Camara M, Williams P. 2007. The Pseudomonas aeruginosa 4-quinolone signal molecules HHQ and PQS play multifunctional roles in quorum sensing and iron entrapment. Chem Biol 14:87–96. [DOI] [PubMed] [Google Scholar]
- 33.Shah M, Taylor VL, Bona D, Tsao Y, Stanley SY, Pimentel-Elardo SM, McCallum M, Bondy-Denomy J, Howell PL, Nodwell JR, Davidson AR, Moraes TF, Maxwell KL. 2021. A phage-encoded anti-activator inhibits quorum sensing in Pseudomonas aeruginosa. Mol Cell doi: 10.1016/j.molcel.2020.12.011. [DOI] [PubMed] [Google Scholar]
- 34.De Smet J, Zimmermann M, Kogadeeva M, Ceyssens PJ, Vermaelen W, Blasdel B, Bin Jang H, Sauer U, Lavigne R. 2016. High coverage metabolomics analysis reveals phage-specific alterations to Pseudomonas aeruginosa physiology during infection. ISME J 10:1823–35. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Blasdel BG, Ceyssens P-J, Chevallereau A, Debarbieux L, Lavigne R. 2018. Comparative transcriptomics reveals a conserved Bacterial Adaptive Phage Response (BAPR) to viral predation. bioRxiv doi: 10.1101/248849:248849. [DOI] [Google Scholar]
- 36.Moreau P, Diggle SP, Friman VP. 2017. Bacterial cell-to-cell signaling promotes the evolution of resistance to parasitic bacteriophages. Ecol Evol 7:1936–1941. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Bru JL, Rawson B, Trinh C, Whiteson K, Hoyland-Kroghsbo NM, Siryaporn A. 2019. PQS Produced by the Pseudomonas aeruginosa Stress Response Repels Swarms Away from Bacteriophage and Antibiotics. J Bacteriol 201. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Hoyland-Kroghsbo NM, Bassler BL. 2022. Phage Infection Restores PQS Signaling and Enhances Growth of a Pseudomonas aeruginosa lasI Quorum-Sensing Mutant. J Bacteriol 204:e0055721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Hendrix H, Zimmermann-Kogadeeva M, Zimmermann M, Sauer U, De Smet J, Muchez L, Lissens M, Staes I, Voet M, Wagemans J, Ceyssens PJ, Noben JP, Aertsen A, Lavigne R. 2022. Metabolic reprogramming of Pseudomonas aeruginosa by phage-based quorum sensing modulation. Cell Rep 38:110372. [DOI] [PubMed] [Google Scholar]
- 40.de Kievit TR. 2009. Quorum sensing in Pseudomonas aeruginosa biofilms. Environ Microbiol 11:279–88. [DOI] [PubMed] [Google Scholar]
- 41.Secor PR, Sweere JM, Michaels LA, Malkovskiy AV, Lazzareschi D, Katznelson E, Rajadas J, Birnbaum ME, Arrigoni A, Braun KR, Evanko SP, Stevens DA, Kaminsky W, Singh PK, Parks WC, Bollyky PL. 2015. Filamentous Bacteriophage Promote Biofilm Assembly and Function. Cell Host Microbe 18:549–59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Secor PR, Jennings LK, Michaels LA, Sweere JM, Singh PK, Parks WC, Bollyky PL. 2015. Biofilm assembly becomes crystal clear - filamentous bacteriophage organize the Pseudomonas aeruginosa biofilm matrix into a liquid crystal. Microb Cell 3:49–52. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.McElroy KE, Hui JG, Woo JK, Luk AW, Webb JS, Kjelleberg S, Rice SA, Thomas T. 2014. Strain-specific parallel evolution drives short-term diversification during Pseudomonas aeruginosa biofilm formation. Proceedings of the National Academy of Sciences of the United States of America 111:E1419–27. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.JG H, A M-p, S K, D M, SA R. 2014. Environmental cues and genes involved in establishment of the superinfective Pf4 phage of Pseudomonas aeruginosa. Front Microbiol 5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Webb JS, Lau M, Kjelleberg S. 2004. Bacteriophage and phenotypic variation in Pseudomonas aeruginosa biofilm development. Journal of bacteriology 186:8066–73. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Whiteley M, Bangera MG, Bumgarner RE, Parsek MR, Teitzel GM, Lory S, Greenberg EP. 2001. Gene expression in Pseudomonas aeruginosa biofilms. Nature 413:860–4. [DOI] [PubMed] [Google Scholar]
- 47.Giallonardi G, Letizia M, Mellini M, Frangipani E, Halliday N, Heeb S, Camara M, Visca P, Imperi F, Leoni L, Williams P, Rampioni G. 2023. Alkyl-quinolone-dependent quorum sensing controls prophage-mediated autolysis in Pseudomonas aeruginosa colony biofilms. Front Cell Infect Microbiol 13:1183681. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Smalley NE, Schaefer AL, Asfahl KL, Perez C, Greenberg EP, Dandekar AA. 2022. Evolution of the Quorum Sensing Regulon in Cooperating Populations of Pseudomonas aeruginosa. mBio 13:e0016122. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Feltner JB, Wolter DJ, Pope CE, Groleau MC, Smalley NE, Greenberg EP, Mayer-Hamblett N, Burns J, Deziel E, Hoffman LR, Dandekar AA. 2016. LasR Variant Cystic Fibrosis Isolates Reveal an Adaptable Quorum-Sensing Hierarchy in Pseudomonas aeruginosa. mBio 7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Roux S, Krupovic M, Daly RA, Borges AL, Nayfach S, Schulz F, Sharrar A, Matheus Carnevali PB, Cheng JF, Ivanova NN, Bondy-Denomy J, Wrighton KC, Woyke T, Visel A, Kyrpides NC, Eloe-Fadrosh EA. 2019. Cryptic inoviruses revealed as pervasive in bacteria and archaea across Earth’s biomes. Nat Microbiol doi: 10.1038/s41564-019-0510-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Hmelo LR, Borlee BR, Almblad H, Love ME, Randall TE, Tseng BS, Lin C, Irie Y, Storek KM, Yang JJ, Siehnel RJ, Howell PL, Singh PK, Tolker-Nielsen T, Parsek MR, Schweizer HP, Harrison JJ. 2015. Precision-engineering the Pseudomonas aeruginosa genome with two-step allelic exchange. Nature protocols 10:1820–41. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Burgener EB, Secor PR, Tracy MC, Sweere JM, Bik EM, Milla CE, Bollyky PL. 2020. Methods for Extraction and Detection of Pf Bacteriophage DNA from the Sputum of Patients with Cystic Fibrosis. Phage (New Rochelle) 1:100–108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Kurachi M 1958. Studies on the Biosynthesis of Pyocyanine.(I): On the Cultural Condition for Pyocyanine Formation. Bulletin of the Institute for Chemical Research, Kyoto University 36:163–173. [Google Scholar]
- 54.Essar DW, Eberly L, Hadero A, Crawford IP. 1990. Identification and characterization of genes for a second anthranilate synthase in Pseudomonas aeruginosa: interchangeability of the two anthranilate synthases and evolutionary implications. Journal of Bacteriology 172:884–900. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Lepine F, Deziel E, Milot S, Rahme LG. 2003. A stable isotope dilution assay for the quantification of the Pseudomonas quinolone signal in Pseudomonas aeruginosa cultures. Biochim Biophys Acta 1622:36–41. [DOI] [PubMed] [Google Scholar]
- 56.Lepine F, Milot S, Groleau MC, Deziel E. 2018. Liquid Chromatography/Mass Spectrometry (LC/MS) for the Detection and Quantification of N-Acyl-L-Homoserine Lactones (AHLs) and 4-Hydroxy-2-Alkylquinolines (HAQs). Methods Mol Biol 1673:49–59. [DOI] [PubMed] [Google Scholar]
- 57.Choi K-H, Kumar A, Schweizer HP. 2006. A 10-min method for preparation of highly electrocompetent Pseudomonas aeruginosa cells: application for DNA fragment transfer between chromosomes and plasmid transformation. Journal of microbiological methods 64:391–397. [DOI] [PubMed] [Google Scholar]
- 58.Liao Y, Smyth GK, Shi W. 2019. The R package Rsubread is easier, faster, cheaper and better for alignment and quantification of RNA sequencing reads. Nucleic Acids Research 47:e47–e47. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Robinson MD, McCarthy DJ, Smyth GK. 2009. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics 26:139–140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Team RC. 2014. R: A language and environment for statistical computing. MSOR connections 1. [Google Scholar]
- 61.Villanueva RAM, Chen ZJ. 2019. ggplot2: Elegant Graphics for Data Analysis (2nd ed.). Measurement: Interdisciplinary Research and Perspectives 17:160–167. [Google Scholar]
