ABSTRACT
Pyocins are phage tail-like protein complexes that can be used by Pseudomonas aeruginosa to enact intraspecies competition by killing competing strains. The pyocin gene cluster also encodes holin and lysin enzymes that lyse producer cells to release the pyocins. The best-known inducers of pyocin production under laboratory conditions are DNA-damaging agents, including fluoroquinolone antibiotics, that activate the SOS response. Here, we report the discovery of an alternate, RecA-independent pathway of strong pyocin induction that is active in cells deficient for the tyrosine recombinase XerC. When ΔxerC cells were examined at the single-cell level, only a fraction of the cell population strongly expressed pyocins before explosively lysing, suggesting a that a built-in heterogenous response system protects the cell population from widespread lysis. Disabling the holin and lysin enzymes or deleting the entire pyocin gene cluster blocked explosive lysis and delayed but did not prevent the death of pyocin-producing cells, suggesting that ΔxerC cells activate other lysis pathways. Mutating XerC to abolish its recombinase activity induced pyocin expression to a lesser extent than the full deletion, suggesting that XerC has multiple functions with respect to pyocin activation. Our studies uncover a new pathway for pyocin production and highlight its response across a genetically identical population. Moreover, our finding that ΔxerC populations are hypersensitive to fluoroquinolones raises the intriguing possibility that XerC inhibition may potentiate the activity of these antibiotics against P. aeruginosa infections.
KEYWORDS: Pseudomonas aeruginosa, competition, heterogeneity, pyocins, recombinase
INTRODUCTION
Pseudomonas aeruginosa is a Gram-negative bacterial species that is ubiquitous in the environment. It is also infamous as a multidrug-resistant human pathogen most frequently associated with infections in immunocompromised populations (1). This species is also known for aggressively competing with other bacterial cells using a variety of sophisticated offensive weapons. For instance, P. aeruginosa secretes soluble antibiotics like pyocyanin, enacts contact-mediated toxin injection using type VI secretion, and can produce phage tail-like bacteriocins (PTLBs) (2). Bacteriocins are typically named according to the producing species; in P. aeruginosa, they are termed pyocins and are thought to primarily enable intraspecies competition (3–5). There is also limited evidence that they may have activity against other species (6, 7). Pyocins are thought to allow cells to exploit ecological niches through competition and domination (5, 6).
Three types of pyocins are encoded by the P. aeruginosa genome; two of these, the R- and F-type pyocins, are PTLBs (2). The R-type pyocins are best understood with respect to their structure and mechanism; they are rod shaped and comprise a contractile sheath surrounding a core component with an iron atom-tipped spike (8). R-type pyocins kill closely related cells by binding to pyocin subtype-specific lipopolysaccharides on the surface of the target cell (9, 10) and contracting. The effectiveness of R-type pyocins at killing target cells has raised interest in using these complexes as precision antimicrobials (11–14). F-type pyocins differ from R-type pyocins in both structure and mechanism. This type of pyocin is a filamented flexible rod that enacts killing via a noncontractile mechanism (10, 15, 16). In P. aeruginosa strains PAO1 and PA14, the R- and F-type pyocins are encoded in a region between trpE and trpG, with the R-type genes first (17). The R/F pyocin gene cluster includes genes encoding a holin and a lysin (17), which function to perforate the cell membrane and digest the peptidoglycan cell wall, respectively, thereby releasing the relatively large R/F pyocins via lysis of producer cells.
The conditions that induce R/F pyocins in nature are not well understood, and the best-known inducer of pyocins is DNA-damaging agents, as pyocin expression is under the control of the SOS response (18, 19). The regulatory model includes a repressor, PrtR, which represses the expression of an activator protein, PrtN. DNA damage activates RecA, which binds to and stimulates autocleavage of PrtR, thereby derepressing prtN. PrtN subsequently binds to a conserved sequence, known as the P-box, at the promoter of the R/F pyocin gene cluster, leading to pyocin expression (20). Fluoroquinolone antibiotics such as ciprofloxacin are commonly used in antipseudomonal therapy. They stabilize DNA-protein (topoisomerase IV and DNA gyrase) intermediates, leading to double-strand breaks, likely via multiple mechanisms (21). Accordingly, fluoroquinolones induce the SOS response and stimulate pyocin production. Previous reports indicate that SOS-induced pyocin production increases the susceptibility of P. aeruginosa to fluoroquinolones because of cell lysis induced by the holin and lysin proteins (22–24). Hence, pyocin production imposes a cost on a population of bacterial cells and can sensitize strains to antibiotic treatment.
Costly behaviors, such as sacrificial cell lysis to release bacteriocins, can be managed via heterogeneity so that such behaviors are enacted by only some cells in a population. Such heterogeneity has been observed for colicin production by Escherichia coli (25) and has also been implicated in P. aeruginosa biofilms, where explosive lysis of a small subset of cells, mediated by the lysin gene of the R/F pyocin cluster, also functions to contribute extracellular DNA to biofilm communities (26). Microscopic observation of fluorescently tagged pyocin-like tailocins in Pseudomonas protegens also revealed heterogeneity in tailocin production (27). Similarly, P. aeruginosa virulence appears to benefit from the lysis of a subset of cells mediated by the Alp pathway. A holin-encoding operon, alpBCDE, is activated by AlpA when repression by AlpR (which is homologous to PrtR) is relieved under DNA damage conditions (28).
Here, we uncovered a previously unknown pathway for strong pyocin expression that is independent of RecA and unconnected to the SOS response. This pathway is active when levels of the recombinase XerC are lowered or when XerC recombinase activity is abrogated and is strongest when XerC is absent. Further, we analyzed ΔxerC strains at the single-cell level to visualize the distribution and dynamics of pyocin expression. We found striking heterogeneity, with a subset of cells progressively increasing pyocin expression before explosively lysing, implying a protective regulatory mechanism that commits only some cells to pyocin production and prevents widespread cell lysis.
RESULTS
Deletion of PA14_69700 results in substantial upregulation of pyocin genes.
In previous work, we showed that an in-frame deletion of an uncharacterized gene, PA14_69700 (also known as PA14_RS28410), resulted in enhanced biofilm formation by P. aeruginosa (29). To understand the mechanism by which 69700 deletion modulates biofilm formation, we performed transcriptomic analysis. We extracted RNA from 69700+ and Δ69700 biofilm colonies in the moderately hyperwrinkled ΔamrZ genetic background from which we first identified the 69700 gene (29). We anticipated finding one or more genes responsible for the hyperbiofilm phenotype of 69700 deletion strains (Fig. 1A). Deletion of 69700 resulted in a significant differential regulation of more than a sixth (1,062/6,142) of the entire P. aeruginosa PA14 genome (Fig. 1B). The differentially regulated genes are diverse in function: they include genes involved in metabolism, secretion systems (type II secretion system [T2SS] and T3SS), efflux, and transcriptional regulation and numerous genes whose functions remain unknown. However, there was a conspicuous group of adjacent, strongly upregulated genes (with log2 fold changes of ∼2 to 5) between PA14_07970 and PA14_08300. These genes encode the R/F pyocins (Fig. 1B, red), which are phage tail-like, narrow-spectrum antimicrobial protein complexes produced by P. aeruginosa to kill closely related strains of the same species (2). Both the R and F types were highly upregulated. Given that deletion of 69700 increased the expression of R/F pyocins, we sought to characterize its regulatory role further.
Hallmark SOS genes are not activated by 69700 deletion.
Canonical activation of the R/F pyocin gene cluster occurs following DNA damage and requires RecA activation, which also stimulates the SOS response (18–20). The SOS response regulates numerous genes, including genes involved in DNA repair and in metabolism. One trivial explanation for the observed pyocin gene upregulation is that the 69700 deletion activated the SOS response. However, among the set of known SOS-responsive genes in P. aeruginosa (19), none except recA exceeded our significance threshold (Fig. 1C). These data imply that 69700 deletion does not induce pyocin production by stimulating the SOS response, suggesting the existence of an alternate regulatory pathway for pyocin gene expression.
The 69700 deletion mutant shows fluoroquinolone sensitivity and other pyocin-related phenotypes.
Previous reports suggested that pyocins are a determinant of sensitivity to fluoroquinolone antibiotics (22–24), prompting us to examine the fluoroquinolone sensitivity of the Δ69700 mutant. We performed growth curve experiments in the presence and absence of subinhibitory concentrations of ciprofloxacin, which showed that both wild-type (WT) and Δ69700 cells grew to an optical density at 600 nm (OD600) over 1.6. In the presence of ciprofloxacin (0.03 μg/mL), WT cells showed slower growth en route to a slightly lower final OD, while Δ69700 cells reached an OD600 of only 0.8 (Fig. 1D), consistent with increased ciprofloxacin susceptibility correlating with elevated pyocin production in Δ69700. To confirm this observation, cell-free supernatants from WT and Δ69700 strains were spotted onto lawns of P. aeruginosa indicator strains for R2 or F pyocins. Whereas supernatants from stationary WT cultures showed little inhibition (Fig. 1E), those from Δ69700 cultures showed substantial inhibition of both indicator strains (Fig. 1E). Collectively, these experiments confirm that deletion of 69700 results in elevated R/F pyocin production.
Pyocin-related phenotypes in a 69700 deletion are mediated by a deficit of XerC.
The transcriptomic data revealed that the two genes downstream of 69700 in its operon, xerC and 69720, were downregulated despite our use of a markerless, in-frame deletion of 69700 (Fig. 2A). Since xerC (previously called sss) encodes a tyrosine recombinase enzyme (30, 31), we determined whether xerC contributed to elevated pyocin production. When a xerC deletion strain was challenged with ciprofloxacin it exhibited a sensitivity to ciprofloxacin similar to Δ69700 (Fig. 2B). Its sensitivity could be reversed by chromosomal complementation of xerC (driven by the operon promoter) at the attB locus (Fig. 2B). Importantly, the ciprofloxacin sensitivity of a Δ69700 strain was also reversed by chromosomal complementation with xerC (Fig. 2C), strongly suggesting that decreased xerC expression is responsible for the ciprofloxacin sensitivity phenotype of Δ69700 cells. The supernatants from both ΔxerC and Δ69700 strains exhibited significant clearing on the indicator strain, whereas no clearing was observed from either strain complemented with xerC (Fig. 2D). These experiments show that increased pyocin production in Δ69700 can be attributed to downregulation of xerC, so that a Δ69700 deletion essentially acts as a hypomorphic allele of xerC. We therefore used ΔxerC strains for further characterization of the pyocin overproduction phenotype. We quantified pyocin expression by chemiluminescence, placing a luciferase reporter under the control of the R/F pyocin promoter. This system revealed that the xerC deletion increased R/F pyocin expression approximately 5-fold more than the 69700 deletion (Fig. 3A), consistent with the idea above that 69700 deletion resembles a hypomorphic xerC allele. Furthermore, treatment of ΔxerC cells with sublethal (0.03 μg/mL) ciprofloxacin substantially increased pyocin expression approximately 3-fold above that in treated WT cells (Fig. 3B). This result argues that xerC deficiency not only raises the basal level of pyocin expression but also magnifies antibiotic-induced pyocin production, which may explain the increased susceptibility of ΔxerC cells to ciprofloxacin (Fig. 2B and 3C).
Pyocin production in the xerC deletion requires PrtN but not RecA.
We next explored the basis by which xerC deletion induces pyocin expression. The known genetic mechanism for the expression of R-type pyocins requires the RecA protein in combination with a repressor, PrtR, and an activator, PrtN (20). Under uninduced conditions, PrtR binds to an operator in the prtN promoter and represses its expression (Fig. 4A). Activated RecA (i.e., when DNA damage is sensed) stimulates PrtR autocleavage, thereby derepressing prtN. PrtN then binds the promoter of the pyocin region at putative P-box regions, inducing expression of the R/F pyocin genes (Fig. 4A) (17, 20). We therefore determined if pyocin expression was dependent on recA in the ΔxerC mutant. We observed the expected low levels of pyocin expression in WT cultures, whereas similar, highly elevated pyocin expression (via luciferase-stimulated chemiluminescence) (Fig. 4B) and killing activity (Fig. 4C) were observed for both ΔxerC and ΔxerC ΔrecA mutants. Collectively, these data show that production of pyocins in the absence of xerC occurs independently of RecA, thus bypassing a key element of the canonical regulatory mechanism for pyocin expression.
These results suggested that pyocin expression might also be independent of the pyocin gene activator PrtN, which was tested by deleting prtN in a ΔxerC background. Surprisingly, little to no pyocin expression or killing activity was observed in ΔxerC ΔprtN cultures (Fig. 4D and E, respectively), indicating that pyocin expression in ΔxerC strains requires PrtN. We then tested whether PrtR autocleavage is required by introducing a gene encoding an uncleavable PrtR variant (S162A) (23) at the native chromosomal locus. In both wild-type and ΔxerC strains, the uncleavable PrtR variant abolished detectable pyocin killing activity (Fig. 4F), whereas pyocin gene expression was diminished but not fully abolished (Fig. 4G). Thus, pyocin expression in xerC deletion strains is strictly dependent on PrtN and at least partially repressible by PrtR. These results suggest the existence of a separate and previously unknown regulatory pathway for pyocins that bypasses RecA and is abetted by but not fully dependent on PrtR cleavage to relieve prtN repression.
Pyocin expression is highly heterogeneous among individual cells.
Elevated pyocin production, whether stimulated by DNA damage or induced by XerC deficiency, poses a challenge to cells. The holin and lysin enzymes encoded as part of the R/F pyocin cluster (17) were substantially upregulated (approximately 8- and 16-fold, respectively) by 69700 deletion in our transcriptomic data. Upregulation of these lytic enzymes would presumably impose a fitness cost, as widespread cell lysis would severely hamper population growth. One means of managing costly phenotypes is through heterogeneity, wherein only some cells in a population engage in behaviors that are costly or deleterious but that benefit the remainder of the population. In support of this idea, two previous reports suggested that pyocins are heterogeneously expressed. First, in P. aeruginosa biofilms, a small subset of cells was observed to explosively lyse and release their DNA, and this lysis was dependent on the lysin encoded in the R/F pyocin gene cluster (26). Moreover, a green fluorescent protein (GFP) transcriptional reporter for the holin-encoding gene in the pyocin cluster was active in only a subset of cells (26). More recently, a study in P. protegens examined fluorescent fusions to tailocins, which are similar to pyocins, to directly observe intraspecies killing. In that work, tailocin production was likewise observed to be heterogeneous (27). Building on this evidence, we thus hypothesized that pyocin expression would be heterogeneous, even when strongly induced by xerC deletion. We tested this hypothesis by visualizing pyocin expression at the single-cell level, constructing a GFP reporter for pyocin gene expression and observing cells using fluorescence microscopy.
In wild-type cells, which showed very little pyocin gene expression in bulk assays, we saw very few GFP-producing cells (0.24%) that were relatively dimly fluorescent (Fig. 5A and B). In contrast, ΔxerC cells, while mostly GFP negative, showed a much greater proportion of GFP-positive cells (16.2%) that varied in brightness but were generally much brighter than in the wild type. In a ΔxerC background, deletion of recA lowered the fraction of GFP-positive cells to 7.3%, consistent with the canonical RecA-PrtR pathway partially contributing to pyocin expression in ΔxerC cells. Deletion of prtN fully abolished the appearance of bright GFP-positive cells (Fig. 5A and B), in accord with the bulk data (Fig. 4B to D), but the overall fluorescence distribution was shifted so that some 40% of cells fell just above our cutoff for GFP positivity (Fig. 5B). Even in ΔxerC backgrounds, the majority of cells displayed little to no detectable GFP expression, supporting our hypothesis that a relatively small subset of cells strongly produces pyocins and is sacrificed for the fitness of the entire community.
We also examined the DNA damage-induced pathway using a 1-μg/mL concentration of ciprofloxacin that was previously used to induce SOS in P. aeruginosa (19). While we observed more pyocin-expressing cells in response to SOS induction, the proportion of bright GFP-expressing cells under the observed treatment durations was much lower than for ΔxerC cells (Fig. 5C), in accord with bulk assays (Fig. 3B and C). Interestingly, after 135 min of induction, we observed a slight shift in overall fluorescence, as in the ΔxerC ΔprtN strain, so that many cells fell at the bottom end of our GFP-positive range. Irrespective of the mode of induction, genetic or via drugs, population heterogeneity appears to be a hallmark of pyocin gene expression, suggesting the existence of a regulatory mechanism that introduces heterogeneity, even in an isogenic population, to limit sacrificial production of pyocins to only a few cells.
Loss of XerC recombinase activity modestly increases pyocin expression.
The increased levels of pyocin expression in ΔxerC strains, whether observed in bulk or at the single-cell level, made us ask whether it was specifically loss of XerC recombinase activity, or some other function of XerC, that induced pyocins. We thus constructed a recombinase-dead XerCY272F point mutant, in analogy to the catalytically inactive Escherichia coli XerCY275F mutant (32). The catalytic Tyr residue is located in a region of high sequence conservation between E. coli and P. aeruginosa (Fig. 6A). Qualitative microscopic observation of xerCY272F cells bearing a GFP reporter for pyocin expression (Fig. 6B) gave the impression that there were more pyocin-ON cells than in the wild type, but not as many as in a xerC deletion. Quantitation of the fluorescence data (Fig. 6C) and bulk measurements with the pyocin luciferase reporter (Fig. 6D) indeed showed an intermediate phenotype for the point mutant compared with wild-type or ΔxerC cells. These data argue that elevated pyocin expression in ΔxerC strains is not due solely to loss of XerC recombinase activity, implying another function of XerC with respect to pyocin expression.
Pyocin expression is a terminal phenotype.
The heterogeneity of pyocin gene expression under every condition examined prompted us to expand on our results and previous work (26, 27) by tracking the expression levels and fates of pyocin-producing cells using time-lapse fluorescence imaging. We predicted that pyocin expression would result in cell death and/or lysis due to holin and lysin activity. We used a ΔxerC background because of the relatively frequent appearance of GFP-positive, pyocin-expressing cells in this strain (Fig. 5A). Time-lapse microscopy revealed several phenotypes. First, we occasionally observed modest cell chaining, with groups of 4 to 8 cells appearing to be incompletely separated after cell duplication, in the ΔxerC background (Fig. 7A, asterisk) that was short-lived and was dissimilar from the cellular filamentation or doublets reported for XerC-deficient E. coli (33, 34). This suggests that loss of XerC has a less severe effect on cell division and chromosomal partitioning in P. aeruginosa than in E. coli. Second, cells progressively increased in GFP reporter intensity until they suddenly and explosively lysed, leaving behind visible debris (Fig. 7A). Third, we occasionally observed spherical cells or spheroplasts as an intermediate step in cell lysis (Fig. 7A, 150 min), consistent with previous observations (26). Fourth, we frequently observed that a cluster of sister cells would all express the GFP reporter at about the same time (Fig. 7A), suggesting that the initiating event for pyocin expression occurs a few cell divisions before we can detect GFP production. Fifth, we occasionally observed a cell without strong GFP expression that nonetheless lysed (Fig. 7A, 140 min, black arrow). Finally, pyocin production appeared to be a terminal phenotype, as nearly every cell we observed expressing GFP later showed explosive lysis. We did rarely observe cells that appeared to turn off pyocin-GFP reporter expression after expressing some GFP (Fig. 7B), suggesting that pyocin expression is reversible. However, in such cases, the peak GFP fluorescence was much lower than in cells that went on to lyse (compare the bright cell in Fig. 7B, 80 min and following, with the relatively dim surrounding cells). Collectively, these results suggest that a subset of cells commits to pyocin expression and then strongly expresses pyocins until lysis.
Disabling the holin and lysin genes delays but does not prevent cell death.
The striking explosive lysis of pyocin-producing cells was consistent with the long-standing model that holin and lysin enzymes are involved in pyocin release. To more formally test this model, we deleted the holin- and lysin-encoding genes from the pyocin gene cluster and observed pyocin reporter cells in bulk and microscopically. In ΔxerC cells with deletions of holin and lysin, we observed heterogeneous expression of GFP that was qualitatively similar to our observations in the ΔxerC strain (Fig. 8B). In bulk, the ΔxerC strain with deletions of the holin and lysin genes (referred to here as the ΔxerC Δholin Δlysin strain) showed slightly faster growth (Fig. 8C) and greater luciferase expression (Fig. 8D) than a ΔxerC strain. Surprisingly, time-lapse imaging (Fig. 8A) revealed that pyocin-expressing cells still died, even in the absence of the holin and lysin, but with at least two key differences from strains encoding the holin and lysin. First, the time between detectable pyocin-GFP reporter expression and cell death in a strain lacking the holin and lysin genes was significantly delayed relative to a strain containing these genes (Fig. 8G). This longer delay between pyocin expression and cell death is a likely explanation for the faster cell growth and greater pyocin expression observed in bulk (Fig. 8C and D). Second, rather than explosively lysing, pyocin-expressing cells appeared to “deflate,” losing their GFP fluorescence and becoming brighter in phase-contrast images (Fig. 8A). In accord with this distinct mode of death, cells with deletion of the holin and lysin also showed much less cell debris in culture supernatants than their holin- and lysin-replete counterparts (Fig. 8H).
R/F pyocin production is not fully responsible for cell death of pyocin-ON cells.
The nonexplosive death of pyocin-ON holin-lysin mutant cells raised the question of whether other proteins encoded by the R/F pyocin gene cluster might mediate cell death. Thus, we constructed a full deletion of the entire R/F pyocin gene cluster and tracked the fate of pyocin-ON cells (those activating the GFP transcriptional reporter under the control of the pyocin promoter). Even with the full pyocin deletion, these cells nonetheless showed a death phenotype that mimicked that of the holin-lysin mutant (Fig. 8E), with slightly slower growth (Fig. 8F) and a similar time to death (Fig. 8G). This phenotype implies the existence of one or more factors that lead to cell death and are induced via the same pathway as R/F pyocins—perhaps under the control of PrtN.
DISCUSSION
For years, the only known inducer of pyocin expression, and even the expression of unrelated bacteriocins in other species, including E. coli, was DNA damage and the SOS response (10, 35–38). In this work, we discovered a new pathway for pyocin production in P. aeruginosa cells that is both independent of and stronger than the SOS-induced pathway. This previously unknown pathway is induced by a lack of the XerC tyrosine recombinase. We show that pyocin production is strongly heterogeneous across a cell population and that pyocin-ON cells display progressively strengthening expression before lysis or death. We speculate that the genetic circuitry underlying pyocin expression ensures that only some cells in a population commit to sacrificial cell lysis.
The more modest pyocin upregulation in a Δ69700 strain than in a ΔxerC deletion strain suggests that the alternative pathway for pyocin induction scales with the degree of XerC deficiency, with its complete absence causing a stronger phenotype than its downregulation. XerC has not been extensively studied in P. aeruginosa. The modest chaining phenotype observed in the ΔxerC deletion is consistent with a role in chromosome separation, but a less critical role than in Escherichia coli (33, 34). We do not yet fully understand how absence of XerC causes pyocin gene upregulation, but its RecA independence and the lack of SOS gene upregulation in a Δ69700 deletion strain argue against DNA damage or SOS responses as an initiating factor. Still, we cannot rule out at least some contribution of RecA-dependent processes to pyocin expression in ΔxerC cells, as recA deletion reduced the proportion of GFP-positive cells in our analyses (although it did not substantially change observable pyocin expression in bulk). A partial dependence on RecA would be consistent with previous E. coli work showing at least some SOS-induced cells in a ΔxerC background (39).
The less severe phenotype of the XerCY272F recombinase-dead mutant compared to the full deletion suggests that XerC may have multiple functions in regulating pyocin expression. It will be interesting to learn whether deletion of other recombinases, such as XerD, similarly elicits pyocin production. The findings that pyocin upregulation in ΔxerC can occur independently of RecA, is partially repressed by PrtR, and is dependent on PrtN demonstrates that PrtR cleavage and prtN derepression can occur by a previously unknown mechanism that is independent of the SOS response. Previous work has shown that certain other mutations, such as in the oligoribonuclease-encoding orn gene, upregulate pyocin expression but in a RecA/SOS-dependent manner (40). More recently, inactivation of fis (factor for inversion stimulation) increased pyocin production by increasing prtN expression by approximately 2.7-fold; Fis was shown to directly bind to the prtN promoter as an apparent repressor (41). This effect appeared to be independent of the SOS response (41) but was substantially weaker than the impact of reduced XerC levels, as prtN was upregulated approximately 10-fold, even in the Δ69700 strain we used for our transcriptomic studies. Hence, the phenotype of ΔxerC is distinguished both by its SOS independence and by its strong prtN and pyocin expression.
Our time-lapse microscopy shows that pyocin expression is rarely “turned off” once activated, with the vast majority of pyocin-positive cells growing brighter and brighter until cell lysis or death. Interestingly, we always observed strong heterogeneity, with individual cells typically being strongly on or completely off. We hypothesize that positive autofeedback in prtN expression may be involved in this pattern, as it would be one straightforward mechanism to explain the observed heterogeneity. We note that heterogeneous responses of individual bacterial cells to a particular internal or environmental condition are common, with different underlying mechanisms (42–45).
We were initially surprised to find that pyocin-producing cells died even in the absence of the holin and lysin or in the absence of the entire R/F pyocin gene cluster. Although these cells do not explosively lyse, the loss of GFP fluorescence suggests that the integrity of the cell envelope is compromised. What kills these cells? It is tempting to speculate that one or more other lytic proteins are also under the control of PrtN. The AlpBCDE proteins, which include phage holin-like enzymes that can cause cell lysis (28), are strong candidates, as alpB was upregulated approximately 6-fold in our Δ69700 transcriptomic data. Activation by PrtN of the alpBCDE cluster, typically activated by its own activator, AlpA (28, 46), would be particularly interesting, with such activator cross talk perhaps serving as a fail-safe to ensure cell lysis when pyocins are expressed. Another possibility is that the absence of XerC may independently induce the Alp system, in accord with our observation of occasional cell lysis without strong pyocin expression (Fig. 7A). Another lytic protein, CidA (47), was downregulated approximately 2-fold in our transcriptomic data and so we consider it a less likely candidate.
We note briefly that our experiments identifying xerC as the critical gene for the pyocin phenotype also hinted at a potential role for xerC in biofilm formation, at least as assessed by colony morphology (Fig. S1). The failure of xerC complementation to reverse the wrinkled morphology of a Δ69700 strain (Fig. S1) suggests that 69700 is itself a determinant of biofilm formation, independent of the effects of 69700 deletion on xerC expression.
Finally, our results showed a striking effect of ciprofloxacin treatment on ΔxerC cells, with elevated pyocin expression (Fig. 3C) and, accordingly, poorer growth. This finding raises the possibility that chemical inhibitors of XerC might sensitize P. aeruginosa to fluoroquinolone antibiotics via increased production of pyocins. Notably, recent work indicates that many clinical isolates are sensitive to pyocins and/or produce pyocins themselves (3, 4). Hence, we envision an exciting prospect for combination treatment with a pyocin-stimulating XerC inhibitor plus a fluoroquinolone. P. aeruginosa cells would not only become more antibiotic sensitive but also release increased quantities of P. aeruginosa-killing pyocins as they die, amplifying the bactericidal effect.
MATERIALS AND METHODS
Strains and growth conditions.
Escherichia coli SM10 and Pseudomonas aeruginosa PA14 were grown in Luria-Bertani (LB) Lennox broth (10 g/L tryptone, 5 g/L yeast extract, 5 g/L NaCl) or on LB agar plates fortified with 1.5% Bacto agar at 37°C. When appropriate, 25 μg/mL Irgasan (to specifically select for P. aeruginosa) plus 75 μg/mL tetracycline, 25 μg/mL Irgasan plus 75 μg/mL gentamicin, 25 μg/mL tetracycline, or 20 μg/mL gentamicin was added to liquid or solid media. P. aeruginosa was also selected over E. coli for some strains by growth on Vogel-Bonner minimal medium (VBMM) containing citrate as the sole carbon source (48). The strains used in this work are listed in Table 1 and Table S1. Markerless deletions were generated using the pEXG2 vector with counterselection on LB plates containing 6% sucrose or no-salt LB plates containing 15% sucrose (48) and were screened by colony PCR for the presence of deletions. Complementation and reporter strains were constructed by integration of the mini-CTX-1 vector at the neutral chromosomal attB locus. Modes of strain and plasmid construction are given in the supplemental material.
TABLE 1.
Strain | Genotype or description | Source or reference |
---|---|---|
PA14 (MTC1) | Laboratory wild-type strain of P. aeruginosa | Laboratory stock; Stephen Lory, Harvard Medical School |
MTC590 | PA14 ΔamrZ | 29 |
MTC1398 | PA14 ΔamrZ Δ69700 | 29 |
MTC1513 | PA14 Δ69700 | 29 |
MTC2191 | S13 | Pradeep Singh lab (University of Washington) |
MTC2192 | PML1516d | Pradeep Singh lab (University of Washington) |
MTC2193 | NIH5 | Pradeep Singh lab (University of Washington) |
MTC2252 | PA14 ΔxerC attB::CTX-1-P07970-gfp, Tetr | This study |
MTC2262 | PA14 ΔxerC attB::CTX-1-PlppL-xerC, Tetr | This study |
MTC2264 | PA14 Δ69700 attB::CTX-1-PlppL-xerC, Tetr | This study |
MTC2266 | PA14 ΔxerC | This study |
MTC2274 | PA14 ΔrecA | This study |
MTC2276 | PA14 ΔprtN | This study |
MTC2277 | PA14 attB::CTX-1-P07970-gfp, Tetr | This study |
MTC2280 | PA14 attB::CTX-1-P07970-lux, Tetr | This study |
MTC2281 | PA14 Δ69700 attB::CTX-1-P07970-lux, Tetr | This study |
MTC2284 | PA14 Δholin Δlysin attB::CTX-1-P07970-lux, Tetr | This study |
MTC2285 | PA14 Δ69700 Δholin Δlysin attB::CTX-1-P07970-lux, Tetr | This study |
MTC2288 | PA14 ΔxerC ΔrecA | This study |
MTC2289 | PA14 ΔxerC ΔprtN | This study |
MTC2291 | PA14 ΔxerC ΔrecA attB::CTX-1-P07970-gfp, Tetr | This study |
MTC2292 | PA14 ΔxerC ΔprtN attB::CTX-1-P07970-gfp, Tetr | This study |
MTC2293 | PA14 ΔxerC Δholin Δlysin attB::CTX-1-P07970-gfp, Tetr | This study |
MTC2294 | PA14 ΔxerC Δholin Δlysin | This study |
MTC2295 | PA14 Δholin Δlysin | This study |
MTC2297 | PA14 ΔxerC attB::CTX-1-P07970-lux, Tetr | This study |
MTC2298 | PA14 ΔxerC ΔprtN attB::CTX-1-P07970-lux, Tetr | This study |
MTC2299 | PA14 ΔxerC Δholin Δlysin attB::CTX-1-P07970-lux, Tetr | This study |
MTC2301 | PA14 ΔxerC ΔrecA attB::CTX-1-P07970-lux, Tetr | This study |
MTC2302 | PA14 ΔrecA attB::CTX-1-P07970-lux, Tetr | This study |
MTC2304 | PA14 ΔxerC prtRS162A | This study |
MTC2305 | PA14 prtRS162A | This study |
MTC2307 | PA14 ΔxerC prtRS162A attB::CTX-1-P07970-lux, Tetr | This study |
MTC2308 | PA14 prtRS162A attB::CTX-1-P07970-lux, Tetr | This study |
MTC2324 | PA14 ΔxerC Δpyocins (Δ07970-08300) | This study |
MTC2326 | PA14 Δpyocins (Δ07970-08300) | This study |
MTC2332 | PA14 ΔxerC Δpyocins attB::CTX-1-P07970-gfp, Tetr | This study |
MTC2337 | PA14 xerCY272F | This study |
MTC2339 | PA14 xerCY272F attB::CTX-1-P07970-lux, Tetr | This study |
MTC2341 | PA14 xerCY272F attB::CTX-1-P07970-gfp, Tetr | This study |
E. coli strains, plasmids, oligonucleotides, and modes of strain construction are listed in the supplemental material.
Biofilm assays.
P. aeruginosa biofilm studies were conducted using on solid (1% agar) M6301 medium composed of 100 μM KH2PO4, 15.14 mM (NH4)2SO4, and 0.36 μM FeSO4·H2O (pH balanced to 7.0 using 10 M KOH) (49); after autoclaving and before use, 0.5% glycerol, 1 mM MgSO4, and 0.2% Casamino Acids (BD Bacto, USA) were added. Plates containing 40 mL of M6301 with 1% agar were poured fresh for each experiment and allowed to harden for 6 to 7 h. P. aeruginosa cultures grown at 37°C for 6 to 8 h in 3 mL LB were back-diluted to an OD600 of 1.0, and 2 μL of the diluted cultures was spotted on M6301 agar plates. The plates were incubated right side up at 25°C and were typically photographed after 4 or 6 days, as indicated.
RNA isolation and sequencing.
RNA sequencing was achieved by growing the strain of interest in quadruplicate on solid M6301–1% agar plates for 3 days. Total RNA was isolated from homogenized colonies using the New England Biolabs Monarch total RNA miniprep kit. Subsequent quality control steps, the rRNA depletion, Illumina library preparation, and paired-end high-throughput Illumina sequencing were performed by Novogene (Beijing, China). Sequence mapping and analysis were performed at the Oklahoma University Health Sciences Center Laboratory for Molecular Biology and Cytometry Research using CLC software.
Growth curve analysis.
Strains of interest were grown on LB plates overnight, then inoculated into LB liquid broth until late stationary phase was reached (about 18 h). Strains were then diluted 1,000-fold into fresh medium and grown to early exponential phase (about 4 h). The optical density at 600 nm (OD600) was measured, and all cultures were normalized to an OD600 equal to 0.1. A 96-well plate containing 160 μL of LB liquid broth containing 0.03 μg/mL ciprofloxacin was inoculated with 20 μL of the normalized cultures. The plate was incubated in a BioTek Synergy H1 plate reader (BioTek, USA) at 37°C for 20 h with orbital shaking. OD600 measurements were obtained every 2 min.
Pyocin indicator assays.
Strains of interest were grown in 10 mL of LB liquid broth at 37°C until stationary phase was reached (about 12 h). OD600 measurements were obtained, and the cultures were normalized to the lowest value with a volume of 8 mL in 15-mL centrifuge tubes. The cells were then pelleted by centrifugation (4,500 × g, 10 min, 25°C); the supernatants were harvested and filtered using a 0.22-μm syringe filter to remove any remaining cells. Filtered supernatants were stored at 4°C and used within 2 to 3 days. Indicator strains were grown in 3 mL of LB liquid at the same time as the strains of interest. The dense cultures were diluted 1,000-fold into a microcentrifuge tube; then, 150 μL of the diluted cultures was spread plated onto a LB plate using sterile glass beads. The filtered supernatants of the strains of interest were then used undiluted or diluted with sterile LB. Ten microliters of undiluted or diluted supernatants was spotted on top of the indicator strain plates. The plates were then incubated at 37°C overnight.
Kinetic luciferase assay.
Strains of interest were cultured as described in “Growth curve analysis.” Luminescence was measured in black or white clear-bottom 96-well microtiter plates at 3-min intervals at a sensitivity (gain) setting of 135 or 200 together with the OD600 for 20 h on a BioTek Synergy H1 plate reader (BioTek, USA). Final luciferase activity values were calculated by normalizing luciferase luminescence to culture density. Because of differences in the plates (black or white) and gain settings, the luminescence/OD values are not always comparable from graph to graph.
Fluorescence microscopy.
Strains of interest were grown in 3 mL of LB liquid broth overnight to obtain a saturated culture. They were then diluted 1,000-fold in fresh LB and grown to early exponential phase (about 4 h). Cultures were concentrated by centrifuging 1 mL of exponential culture into a microcentrifuge tube at 5000 g for 1 min and resuspending in 100 μL. Cells were immobilized by spotting 0.5 μL of the concentrated mixture onto the pad and covering with cover glass. Imaging was performed on a Nikon Eclipse Ti inverted fluorescence microscope equipped with a Photometrics Prime 95B sCMOS digital camera, a Lumencor SOLA SE II 365 LED Light Engine, and an OKO temperature-controlled enclosure. Snapshot images of the slides were taken at ×100 magnification in both phase and GFP channels. Automated time-lapse imaging was performed at 37°C. For quantification of GFP-positive cells, images were analyzed using the MicrobeJ plugin for ImageJ (50), segmenting on phase-contrast and taking the mean GFP values of the corresponding fluorescence images. Segmentation was performed with default values except that a minimum and maximum areas of 100 and 400 pixels were used, and circularity was delimited from 0 to 0.9. For options, “exclude on edges,” “shape descriptors,” “segmentation,” and “intensity” were selected. A threshold of 1.2 times the average background fluorescence was selected to denote GFP positivity, as 100% of PA14 cells without a GFP reporter fell below this threshold, which was approximately 5.5 standard deviations above the mean fluorescence of reporter-free cells (Fig. S2).
Quantification of cell debris/vesiculation.
Strains of interest were grown in 10 mL of LB broth at 37°C for 12 h. Once grown, the cultures were equalized to the culture with the lowest OD600. The cells were then pelleted by centrifugation (4,500 × g, 12 min, 4°C); the supernatants were harvested and filtered using a 0.22-μm syringe filter to remove excess bacteria. The filtrates were then centrifuged again in a TLA100.3 rotor at 80,000 rpm for 30 min at 4°C in a Beckman Coulter TL-100 ultracentrifuge. The supernatants were gently decanted, and the pellets were resuspended in 100 μL phosphate-buffered saline (PBS) supplemented with 0.2 M NaCl. The resuspended material was stained using FM4-64 at a final concentration of 3.3 μg/mL for 10 min at 37°C. Fluorescence was measured using a BioTek Synergy H1 plate reader (BioTek, USA) with an excitation wavelength of 506 nm and an emission wavelength of 700 nm.
ACKNOWLEDGMENTS
A.S.B. and N.S.B. were supported in 2019-2020 by the Niblack Scholars Program at Oklahoma State University. This research was supported in part by the Oklahoma Center for Microbial Pathogenesis and Immunology (NIH 1P20GM134973-01) and by the National Institutes of Health (1R35GM138018-01).
We thank members of the Cabeen lab, R. Tweten, R. Burnap, T. Conway, and J. Ballard for helpful discussions or for critically reading versions of the manuscript, and we thank Jon Penterman and Pradeep Singh (University of Washington) for the kind gift of pyocin indicator strains. We also thank Christopher Hamm for assistance with fluorescence microscopy and Trenton Skinner for assistance with cloning the GFP transcriptional reporter.
A.S.B., N.S.B., and M.T.C. conceived the study, performed the experimental work, analyzed data, and wrote the paper.
Contributor Information
Matthew T. Cabeen, Email: matthew.cabeen@okstate.edu.
Deborah A. Hogan, Geisel School of Medicine at Dartmouth
REFERENCES
- 1.Driscoll JA, Brody SL, Kollef MH. 2007. The epidemiology, pathogenesis and treatment of Pseudomonas aeruginosa infections. Drugs 67:351–368. doi: 10.2165/00003495-200767030-00003. [DOI] [PubMed] [Google Scholar]
- 2.Scholl D. 2017. Phage tail-like bacteriocins. Annu Rev Virol 4:453–467. doi: 10.1146/annurev-virology-101416-041632. [DOI] [PubMed] [Google Scholar]
- 3.Oluyombo O, Penfold CN, Diggle SP. 2019. Competition in biofilms between cystic fibrosis isolates of Pseudomonas aeruginosa is shaped by R-pyocins. mBio 10:e01828-18. doi: 10.1128/mBio.01828-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Mei M, Thomas J, Diggle SP. 2021. Heterogenous susceptibility to R-pyocins in populations of Pseudomonas aeruginosa sourced from cystic fibrosis lungs. mBio 12:e00458-21. doi: 10.1128/mBio.00458-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Waite RD, Curtis MA. 2009. Pseudomonas aeruginosa PAO1 pyocin production affects population dynamics within mixed-culture biofilms. J Bacteriol 191:1349–1354. doi: 10.1128/JB.01458-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Bakkal S, Robinson SM, Ordonez CL, Waltz DA, Riley MA. 2010. Role of bacteriocins in mediating interactions of bacterial isolates taken from cystic fibrosis patients. Microbiology (Reading) 156:2058–2067. doi: 10.1099/mic.0.036848-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Tognon M, Kohler T, Luscher A, van Delden C. 2019. Transcriptional profiling of Pseudomonas aeruginosa and Staphylococcus aureus during in vitro co-culture. BMC Genomics 20:30. doi: 10.1186/s12864-018-5398-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Ge P, Scholl D, Prokhorov NS, Avaylon J, Shneider MM, Browning C, Buth SA, Plattner M, Chakraborty U, Ding K, Leiman PG, Miller JF, Zhou ZH. 2020. Action of a minimal contractile bactericidal nanomachine. Nature 580:658–662. doi: 10.1038/s41586-020-2186-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Kohler T, Donner V, van Delden C. 2010. Lipopolysaccharide as shield and receptor for R-pyocin-mediated killing in Pseudomonas aeruginosa. J Bacteriol 192:1921–1928. doi: 10.1128/JB.01459-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Michel-Briand Y, Baysse C. 2002. The pyocins of Pseudomonas aeruginosa. Biochimie 84:499–510. doi: 10.1016/s0300-9084(02)01422-0. [DOI] [PubMed] [Google Scholar]
- 11.Ge P, Scholl D, Leiman PG, Yu X, Miller JF, Zhou ZH. 2015. Atomic structures of a bactericidal contractile nanotube in its pre- and postcontraction states. Nat Struct Mol Biol 22:377–382. doi: 10.1038/nsmb.2995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Scholl D, Cooley M, Williams SR, Gebhart D, Martin D, Bates A, Mandrell R. 2009. An engineered R-type pyocin is a highly specific and sensitive bactericidal agent for the food-borne pathogen Escherichia coli O157:H7. Antimicrob Agents Chemother 53:3074–3080. doi: 10.1128/AAC.01660-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Scholl D, Martin DW, Jr.. 2008. Antibacterial efficacy of R-type pyocins towards Pseudomonas aeruginosa in a murine peritonitis model. Antimicrob Agents Chemother 52:1647–1652. doi: 10.1128/AAC.01479-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Williams SR, Gebhart D, Martin DW, Scholl D. 2008. Retargeting R-type pyocins to generate novel bactericidal protein complexes. Appl Environ Microbiol 74:3868–3876. doi: 10.1128/AEM.00141-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Kuroda K, Kageyama M. 1979. Biochemical properties of a new flexuous bacteriocin, pyocin F1, produced by Pseudomonas aeruginosa. J Biochem 85:7–19. doi: 10.1093/oxfordjournals.jbchem.a132332. [DOI] [PubMed] [Google Scholar]
- 16.Kuroda K, Kageyama M. 1981. Comparative study of F-type pyocins of Pseudomonas aeruginosa. J Biochem 89:1721–1736. doi: 10.1093/oxfordjournals.jbchem.a133372. [DOI] [PubMed] [Google Scholar]
- 17.Nakayama K, Takashima K, Ishihara H, Shinomiya T, Kageyama M, Kanaya S, Ohnishi M, Murata T, Mori H, Hayashi T. 2000. The R-type pyocin of Pseudomonas aeruginosa is related to P2 phage, and the F-type is related to lambda phage. Mol Microbiol 38:213–231. doi: 10.1046/j.1365-2958.2000.02135.x. [DOI] [PubMed] [Google Scholar]
- 18.Chang W, Small DA, Toghrol F, Bentley WE. 2005. Microarray analysis of Pseudomonas aeruginosa reveals induction of pyocin genes in response to hydrogen peroxide. BMC Genomics 6:115. doi: 10.1186/1471-2164-6-115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Cirz RT, O'Neill BM, Hammond JA, Head SR, Romesberg FE. 2006. Defining the Pseudomonas aeruginosa SOS response and its role in the global response to the antibiotic ciprofloxacin. J Bacteriol 188:7101–7110. doi: 10.1128/JB.00807-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Matsui H, Sano Y, Ishihara H, Shinomiya T. 1993. Regulation of pyocin genes in Pseudomonas aeruginosa by positive (prtN) and negative (prtR) regulatory genes. J Bacteriol 175:1257–1263. doi: 10.1128/jb.175.5.1257-1263.1993. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Drlica K. 1999. Mechanism of fluoroquinolone action. Curr Opin Microbiol 2:504–508. doi: 10.1016/s1369-5274(99)00008-9. [DOI] [PubMed] [Google Scholar]
- 22.Brazas MD, Hancock RE. 2005. Ciprofloxacin induction of a susceptibility determinant in Pseudomonas aeruginosa. Antimicrob Agents Chemother 49:3222–3227. doi: 10.1128/AAC.49.8.3222-3227.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Penterman J, Singh PK, Walker GC. 2014. Biological cost of pyocin production during the SOS response in Pseudomonas aeruginosa. J Bacteriol 196:3351–3359. doi: 10.1128/JB.01889-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Sun Z, Shi J, Liu C, Jin Y, Li K, Chen R, Jin S, Wu W. 2014. PrtR homeostasis contributes to Pseudomonas aeruginosa pathogenesis and resistance against ciprofloxacin. Infect Immun 82:1638–1647. doi: 10.1128/IAI.01388-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Mrak P, Podlesek Z, van Putten JP, Zgur-Bertok D. 2007. Heterogeneity in expression of the Escherichia coli colicin K activity gene cka is controlled by the SOS system and stochastic factors. Mol Genet Genomics 277:391–401. doi: 10.1007/s00438-006-0185-x. [DOI] [PubMed] [Google Scholar]
- 26.Turnbull L, Toyofuku M, Hynen AL, Kurosawa M, Pessi G, Petty NK, Osvath SR, Carcamo-Oyarce G, Gloag ES, Shimoni R, Omasits U, Ito S, Yap X, Monahan LG, Cavaliere R, Ahrens CH, Charles IG, Nomura N, Eberl L, Whitchurch CB. 2016. Explosive cell lysis as a mechanism for the biogenesis of bacterial membrane vesicles and biofilms. Nat Commun 7:11220. doi: 10.1038/ncomms11220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Vacheron J, Heiman CM, Keel C. 2021. Live cell dynamics of production, explosive release and killing activity of phage tail-like weapons for Pseudomonas kin exclusion. Commun Biol 4:87. doi: 10.1038/s42003-020-01581-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.McFarland KA, Dolben EL, LeRoux M, Kambara TK, Ramsey KM, Kirkpatrick RL, Mougous JD, Hogan DA, Dove SL. 2015. A self-lysis pathway that enhances the virulence of a pathogenic bacterium. Proc Natl Acad Sci USA 112:8433–8438. doi: 10.1073/pnas.1506299112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Cabeen MT, Leiman SA, Losick R. 2016. Colony-morphology screening uncovers a role for the Pseudomonas aeruginosa nitrogen-related phosphotransferase system in biofilm formation. Mol Microbiol 99:557–570. doi: 10.1111/mmi.13250. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Blakely GW, Davidson AO, Sherratt DJ. 2000. Sequential strand exchange by XerC and XerD during site-specific recombination at dif. J Biol Chem 275:9930–9936. doi: 10.1074/jbc.275.14.9930. [DOI] [PubMed] [Google Scholar]
- 31.Hofte M, Dong Q, Kourambas S, Krishnapillai V, Sherratt D, Mergeay M. 1994. The sss gene product, which affects pyoverdin production in Pseudomonas aeruginosa 7NSK2, is a site-specific recombinase. Mol Microbiol 14:1011–1020. doi: 10.1111/j.1365-2958.1994.tb01335.x. [DOI] [PubMed] [Google Scholar]
- 32.Blakely G, May G, McCulloch R, Arciszewska LK, Burke M, Lovett ST, Sherratt DJ. 1993. Two related recombinases are required for site-specific recombination at dif and cer in E. coli K12. Cell 75:351–361. doi: 10.1016/0092-8674(93)80076-Q. [DOI] [PubMed] [Google Scholar]
- 33.Blakely G, Colloms S, May G, Burke M, Sherratt D. 1991. Escherichia coli XerC recombinase is required for chromosomal segregation at cell division. New Biol 3:789–798. [PubMed] [Google Scholar]
- 34.Hendricks EC, Szerlong H, Hill T, Kuempel P. 2000. Cell division, guillotining of dimer chromosomes and SOS induction in resolution mutants (dif, xerC and xerD) of Escherichia coli. Mol Microbiol 36:973–981. doi: 10.1046/j.1365-2958.2000.01920.x. [DOI] [PubMed] [Google Scholar]
- 35.Ebina Y, Kishi F, Nakazawa A. 1982. Direct participation of lexA protein in repression of colicin E1 synthesis. J Bacteriol 150:1479–1481. doi: 10.1128/jb.150.3.1479-1481.1982. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Ebina Y, Takahara Y, Kishi F, Nakazawa A, Brent R. 1983. LexA protein is a repressor of the colicin E1 gene. J Biol Chem 258:13258–13261. doi: 10.1016/S0021-9258(17)44109-3. [DOI] [PubMed] [Google Scholar]
- 37.Ferrer S, Viejo MB, Guasch JF, Enfedaque J, Regue M. 1996. Genetic evidence for an activator required for induction of colicin-like bacteriocin 28b production in Serratia marcescens by DNA-damaging agents. J Bacteriol 178:951–960. doi: 10.1128/jb.178.4.951-960.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Wertz JE, Riley MA. 2004. Chimeric nature of two plasmids of Hafnia alvei encoding the bacteriocins alveicins A and B. J Bacteriol 186:1598–1605. doi: 10.1128/JB.186.6.1598-1605.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.McCool JD, Long E, Petrosino JF, Sandler HA, Rosenberg SM, Sandler SJ. 2004. Measurement of SOS expression in individual Escherichia coli K-12 cells using fluorescence microscopy. Mol Microbiol 53:1343–1357. doi: 10.1111/j.1365-2958.2004.04225.x. [DOI] [PubMed] [Google Scholar]
- 40.Chen F, Chen G, Liu Y, Jin Y, Cheng Z, Liu Y, Yang L, Jin S, Wu W. 2017. Pseudomonas aeruginosa oligoribonuclease contributes to tolerance to ciprofloxacin by regulating pyocin biosynthesis. Antimicrob Agents Chemother 61:e02256-16. doi: 10.1128/AAC.02256-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Long Y, Fu W, Wang S, Deng X, Jin Y, Bai F, Cheng Z, Wu W. 2020. Fis contributes to resistance of Pseudomonas aeruginosa to ciprofloxacin by regulating pyocin synthesis. J Bacteriol 202:e00064-20. doi: 10.1128/JB.00064-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Jung K, Brameyer S, Fabiani F, Gasperotti A, Hoyer E. 2019. Phenotypic heterogeneity generated by histidine kinase-based signaling networks. J Mol Biol 431:4547–4558. doi: 10.1016/j.jmb.2019.03.032. [DOI] [PubMed] [Google Scholar]
- 43.Norman TM, Lord ND, Paulsson J, Losick R. 2015. Stochastic switching of cell fate in microbes. Annu Rev Microbiol 69:381–403. doi: 10.1146/annurev-micro-091213-112852. [DOI] [PubMed] [Google Scholar]
- 44.Popp PF, Mascher T. 2019. Coordinated cell death in isogenic bacterial populations: sacrificing some for the benefit of many? J Mol Biol 431:4656–4669. doi: 10.1016/j.jmb.2019.04.024. [DOI] [PubMed] [Google Scholar]
- 45.Schreiber F, Littmann S, Lavik G, Escrig S, Meibom A, Kuypers MM, Ackermann M. 2016. Phenotypic heterogeneity driven by nutrient limitation promotes growth in fluctuating environments. Nat Microbiol 1:16055. doi: 10.1038/nmicrobiol.2016.55. [DOI] [PubMed] [Google Scholar]
- 46.Pena JM, Prezioso SM, McFarland KA, Kambara TK, Ramsey KM, Deighan P, Dove SL. 2021. Control of a programmed cell death pathway in Pseudomonas aeruginosa by an antiterminator. Nat Commun 12:1702. doi: 10.1038/s41467-021-21941-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Ma L, Conover M, Lu H, Parsek MR, Bayles K, Wozniak DJ. 2009. Assembly and development of the Pseudomonas aeruginosa biofilm matrix. PLoS Pathog 5:e1000354. doi: 10.1371/journal.ppat.1000354. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.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. Nat Protoc 10:1820–1841. doi: 10.1038/nprot.2015.115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Cabeen MT. 2014. Stationary phase-specific virulence factor overproduction by a lasR mutant of Pseudomonas aeruginosa. PLoS One 9:e88743. doi: 10.1371/journal.pone.0088743. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Ducret A, Quardokus EM, Brun YV. 2016. MicrobeJ, a tool for high throughput bacterial cell detection and quantitative analysis. Nat Microbiol 1:16077. doi: 10.1038/nmicrobiol.2016.77. [DOI] [PMC free article] [PubMed] [Google Scholar]
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