Abstract
Dickeya dadantii is a plant-pathogenic bacterium that causes soft-rot in a wide range of plants. Although we have previously demonstrated that cyclic bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP), a bacterial secondary messenger, plays a central role in virulence regulation in D. dadantii, the upstream signals that modulate c-di-GMP remain enigmatic. Using a genome-wide transposon mutagenesis approach of a Δhfq mutant strain that has high c-di-GMP and reduced motility, we uncovered transposon mutants that recovered the c-di-GMP-mediated repression on swimming motility. A number of these mutants harbored transposon insertions in genes encoding tricarboxylic acid (TCA) cycle enzymes. Two of these TCA transposon mutants were studied further by generating chromosomal deletions of the fumA gene (encoding fumarase) and the sdhCDAB operon (encoding succinate dehydrogenase). Disruption of the TCA cycle in these deletion mutants resulted in reduced intracellular c-di-GMP and enhanced production of pectate lyases (Pels), a major plant cell wall–degrading enzyme (PCWDE) known to be transcriptionally repressed by c-di-GMP. Consistent with this result, addition of TCA cycle intermediates such as citrate also resulted in increased c-di-GMP levels and decreased production of Pels. Additionally, we found that a diguanylate cyclase GcpA was solely responsible for the observed citrate-mediated modulation of c-di-GMP. Finally, we demonstrated that addition of citrate induced not only an overproduction of GcpA protein but also a concomitant repression of the c-di-GMP-degrading phosphodiesterase EGcpB which, together, resulted in an increase in the intracellular concentration of c-di-GMP. In summary, our report demonstrates that bacterial respiration and respiration metabolites serve as signals for the regulation of c-di-GMP signaling.
Keywords: bacterial pathogenesis, c-di-GMP, cell wall, Dickeya dadantii, metabolism, pectate lyase, soft rot, TCA cycle
Dickeya dadantii is a phytopathogenic enterobacterium that causes soft-rot, wilt, and blight diseases in a wide range of economically-important vegetables and crops (Czajkowski et al. 2011; Ma et al. 2007). To successfully infect a plant host, D. dadantii coordinately expresses a panel of virulence-related genes encoding the plant cell wall–degrading enzymes (PCWDE), the type III secretion system (T3SS), flagellar motility, and biofilm formation (Alfano and Collmer 1997; Antúnez-Lamas et al. 2009; Bauer et al. 1994; Collmer and Keen 1986; Hugouvieux-Cotte-Pattat et al. 2014; Jahn et al. 2011; Río-Álvarez et al. 2015; Yang et al. 2002). Because D. dadantii can survive in soil and ground water and has a wide host range, it must also be prepared to navigate dynamic environmental and host conditions (Czajkowski et al. 2011). To adapt to these changing environments, D. dadantii maintains a sophisticated regulatory network to control the expression level of virulence-related genes (Yang et al. 2008; Yi et al. 2010; Yuan et al. 2018, 2019; Zeng et al. 2010). One of the most critical and well-studied nodes of this network is bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP).
c-di-GMP is a ubiquitous bacterial second messenger in the Enterobacteriaceae family that promotes the transition from a motile to sessile lifestyle (Römling et al. 2013). It is a global regulator of many different phenotypes, including motility, biofilm formation, and virulence. In D. dadantii, c-di-GMP plays a central role in modulating virulence-related gene expression as it represses flagellar motility, PCWDE production, and the T3SS while promoting biofilm formation (Yi et al. 2010; Yuan et al. 2015). c-di-GMP metabolism is dependent on the GGDEF domain-containing diguanylate cyclase (DGC) enzymes and the EAL or HD-GYP domain-containing phosphodiesterase (PDE) enzymes. DGCs convert two molecules of guanosine-5′-triphosphate (GTP) to c-di-GMP (Paul et al. 2004; Whiteley and Lee 2015), whereas PDEs degrade c-di-GMP to 5′-phosphoguanylyl-(3′-5′)-guanosine or to two molecules of guanosine monophosphate (GMP) by the EAL and HD-GYP domains, respectively (Ryan et al. 2006; Schmidt et al. 2005; Tamayo et al. 2005). In D. dadantii 3937, 12 GGDEF-domain proteins, four EAL-domain proteins, and two GGDEF and EAL dual-domain proteins were identified (Yuan et al. 2018), among which a DGC named GcpA and the PDE EGcpB were found to regulate flagellar motility and the production of pectate lyases (Pels). By synthesizing and hydrolyzing the intracellular c-di-GMP levels, GcpA and EGcpB negatively and positively control motility through hns, which encodes a nucleoid-structuring protein. GcpA and EGcpB also negatively and positively modulate the production of Pels, through the control of a regulatory small RNA RsmB. Additionally, two regulatory proteins containing c-di-GMP-binding PilZ domains, YcgR and BcsA, have been shown to regulate swimming motility, biofilm formation, T3SS, and Pel production (Yuan et al. 2015).
Although the enzymes involved in c-di-GMP metabolism and downstream regulatory targets have been well characterized, the upstream environmental and intracellular signals that regulate the abundance and activity of these enzymes remain a mystery. In this study, we sought to identify regulators and signals in D. dadantii that positively modulate the intracellular levels of c-di-GMP. To this end, we performed genome-wide random transposon mutagenesis in a Δhfq D. dadantii background, which contains an enhanced basal level of c-di-GMP, and screened for mutants with a restored swimming motility. Multiple mutants with restored swimming phenotypes were found to have transposon insertions in genes involved in the tricarboxylic acid (TCA) cycle, such as succinate dehydrogenase, fumarase, and malate dehydrogenase. The impact of the TCA on c-di-GMP metabolism was further investigated by generating deletion mutants of the sdhCDAB operon and fumA gene encoding succinate dehydrogenase and fumarase, respectively. Introduction of these TCA mutants resulted in decreased intracellular c-di-GMP as well as increased swimming motility and Pel production. In addition to mutagenesis of key enzymes or enzyme complexes involved in biosynthesis of TCA intermediates, we also demonstrated that c-di-GMP and downstream phenotypes can be modulated by adding exogenous TCA intermediates, particularly citrate, into bacterial culture. Addition of exogenous citrate enhanced the GcpA-mediated repression on Pel by upregulating the DGC GcpA and downregulating the PDE EGcpB. In summary, our study demonstrated that D. dadantii can sense the levels of TCA cycle intermediates and use this signal to coordinate virulence gene expression through c-di-GMP signaling. These results expand our knowledge of c-di-GMP regulatory inputs and emphasize the important role of this secondary messenger in virulence and lifestyle modulation.
RESULTS
Genome-wide identification of positive regulators of intracellular c-di-GMP levels.
To identify regulators of c-di-GMP in D. dadantii, we performed a transposon mutagenesis screen in D. dadantii Δhfq. We chose to perform the screen in the Δhfq background instead of the wild type because Hfq was previously characterized as a negative regulator of intracellular c-di-GMP (Yuan et al. 2019). Deletion of hfq resulted in elevated c-di-GMP levels and a complete abolishment of flagellar motility on a soft agar swimming plate. We hypothesize that a restoration of flagellar motility following transposon mutagenesis in the Δhfq strain would facilitate the identification of genes that positively regulate c-di-GMP. In total, 10, 000 transposon insertion mutants, corresponding to an average coverage of 2.2 transposon insertions per gene, were generated using a mariner transposon miniHimar RB1 (Bouhenni et al. 2005) in D. dadantii Δhfq. In a high-throughput fashion, these mutants were tested for their capacity to swim in soft agar relative to the parental Δhfq strain, leading to the identification of 56 transposon insertion mutants that demonstrated a restoration of swimming motility. Among them, three mutants had the transposons inserted in different locations within the open reading frame (ORF) of gcpA, which encodes a DGC (Fig. 1A). Because GcpA is directly responsible for c-di-GMP biosynthesis and a negative regulator of swimming motility (Yuan et al. 2018), identification of mutations in gcpA which resulted in the restoration of flagellar motility validated our transposon mutagenesis and screening method.
Fig. 1.

Schematic drawing of the selected transposon insertions. A to E, Black arrows indicate the transposon insertion sites.
Interestingly, eight of the remaining 53 transposon mutants that displayed restored swimming motility under elevated c-di-GMP conditions had the transposon inserted in several genes linked to the TCA cycle (Fig. 1B to E). One mutant had the transposon inserted in gene sdhA of the sdhCDAB operon, which encodes succinate dehydrogenase, an enzyme complex that catalyzes the conversion of succinate to fumarate (Fig. 1B). One mutant had a transposon inserted in the intergenic region between gltA, which encodes a citrate synthase, and the sdhCDAB operon (Fig. 1B). Two mutants had transposons inserted in different locations of fumA, which encodes a fumarase that catalyzes the reversible hydration of fumarate to malate (Fig. 1C). One mutant had the transposon inserted in a malate dehydrogenase gene sfcA (Fig. 1D). Three mutants had transposons inserted in genes for acetate kinase (ackA) and phosphate acetyltransferase (pta), which encode enzymes involved in the interconversion of acetate and acetyl-CoA (Fig. 1E). Transposon mutations of the sdhCDAB operon or fumA gene showed the most significant increase of the swimming motility in Δhfq relative to other mutations (data not shown). To validate the swimming phenotype observed in the transposon mutants, we chromosomally deleted sdhCDAB or fumA in the hfq mutant background (ΔsdhCDABΔhfq and ΔfumAΔhfq). As expected, the swimming motility of these two strains increased by 1.3- and 1.5-fold, respectively, relative to Δhfq (Fig. 2A).
Fig. 2.

Impact of fumA and sdhCDAB deletions on swimming motility and bacterial growth. A, Swimming motility was examined in wild-type (WT) bacteria and Δhfq, ΔhfqΔfumA, and ΔhfqΔsdhCDAB strains. The mutant/WT ratio for swimming diameter was calculated. Growth curves of WT Dickeya dadantii, ΔfumA, and ΔsdhCDAB were determined by measuring the optical density at 600 nm (OD600). Bacterial cells were cultured in B, lysogeny broth medium or C, M9 minimal medium supplemented with citrate as sole carbon source. Values are a representative of three independent experiments. Three replicates were used in each experiment. Error bars indicate standard errors of the means, ns represents nonsignificant, and asterisks indicate statistically significant differences of the means (P < 0.05 by Student’s t test).
Impact of sdhCDAB and fumA deletions on citrate metabolism.
Succinate dehydrogenase (encoded by sdhCDAB) and fumarase (encoded by fumA) are important anaplerotic enzymes for the TCA cycle in bacteria (Shimizu 2013; Takeuchi et al. 2009). Without these enzymes, the ability to utilize citrate to produce adenosine triphosphate and the reduced form of nicotinamide adenine dinucleotide would be greatly compromised and, therefore, would result in retarded growth when citrate was used as the sole carbon source. To confirm that sdhCDAB and fumA truly function as anaplerotic enzymes in the TCA cycle in D. dadantii, we measured growth of the wild type and of the ΔsdhCDAB and ΔfumA mutants in the complex medium lysogeny broth (LB) and in M9 minimal medium (MM) supplemented with citrate as the sole carbon source. When cultured in LB broth, all three strains grew to approximately the same yield, with only ΔsdhCDAB demonstrating a modest reduction in its exponential growth, likely due to an impaired TCA cycle (Fig. 2B). However, when cells were cultured in M9 MM with citrate as the sole carbon source, the growth of ΔsdhCDAB was greatly compromised (Fig. 2C), suggesting that succinate dehydrogenase is, indeed, an anaplerotic enzyme essential for citrate metabolism in D. dadantii. In contrast, ΔfumA exhibited a similar growth rate and yield to the wild type in both LB and M9 MM supplemented with citrate (Fig. 2B and C). This might be attributed to the presence of two fumarase paralogues (fumB and fumC) in D. dadantii (Babujee et al. 2012).
SdhCDAB and FumA are required to maintain the intracellular c-di-GMP level.
Although we observed that mutation of either fumA or sdhCDAB led to the restoration of swimming motility in the Δhfq mutant, it was still possible that these two genes control swimming motility in a c-di-GMP-independent manner. To determine whether SdhCDAB and FumA are bona fide regulators of c-di-GMP, we measured the intracellular levels of c-di-GMP in the wild-type, ΔsdhCDAB, ΔfumA, Δhfq, and ΔsdhCDABΔhfq strains using ultraperformance liquid chromatography coupled with tandem mass spectrometry (UPLC-MS-MS). In accordance with the data from swimming motility assays (Fig. 2A), deletion of sdhCDAB reduced the elevated c-di-GMP levels caused by hfq (Fig. 3A). Additionally, significant reductions in c-di-GMP levels were also observed in single mutants of sdhCDAB and fumA compared with the wild type (Fig. 3A). These data suggest that key enzymes in TCA cycle are essential for maintaining intracellular c-di-GMP in D. dadantii.
Fig. 3.

Deletion of fumA and sdhCDAB affects intracellular cyclic bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP) and pectate lyase (Pel) production. A, Measurement of intracellular c-di-GMP in wild-type Dickeya dadantii, ΔfumA, ΔsdhCDAB, Δhfq, and ΔhfqΔsdhCDAB. Two independent experiments were performed, with three replicates in each experiment. Values are from one representative experiment. B, Pel production were measured in wild-type (WT) bacteria harboring pCL1920, ΔfumA harboring pCL1920, ΔfumA harboring pCL1920-fumA, ΔsdhCDAB harboring pCL1920, and ΔsdhCDAB pCL1920-sdhCDAB strains. OD230 = optical density at 230 nm. Values are a representative of three independent experiments. Three replicates were used in the Pel production assay. Error bars indicate standard errors of the means and asterisks indicate statistically significant differences of the means compared with the wild-type (P < 0.05 by Student’s t test).
Deletion of fumA and sdhCDAB resulted in elevated Pel production.
Pel is one of the major PCWDEs essential for bacterial virulence, and the production of Pel is negatively controlled by c-di-GMP in D. dadantii (Collmer and Keen 1986; Yi et al. 2010; Yuan et al. 2018). Because we observed a positive regulatory effect of SdhCDAB and FumA on c-di-GMP, we hypothesize that SdhCDAB and FumA may also negatively regulate Pel production in D. dadantii. As expected, a 1.6- and 1.3-fold increase in Pel production was observed in ΔsdhCDAB and ΔfumA, respectively, when compared with the wild type (Fig. 3B). The observed increase in both mutants could be fully restored to the wild-type level with an in trans complementation of the respective genes (Fig. 3B). The above results suggest that TCA enzymes SdhCDAB and FumA negatively control Pel production in D. dadantii.
Impact of fumA and sdhCDAB deletions on bacterial virulence in planta.
During pathogenesis, D. dadantii acquires nutrients such as sugars and amino acids from plant tissues to support growth (Effantin et al. 2011; Lebeau et al. 2008), and the presence of the TCA cycle is necessary for energy generation (Jiang et al. 2016). Our findings, which showed that an imbalance in the TCA cycle strongly affected the production of the virulence determinant Pel, prompted us to investigate TCA cycle function in the pathogenesis of D. dadantii. We analyzed the impact of fumA and sdhCDAB deletions on disease symptoms in different plants and plant tissues, including the leaves of Chinese cabbage (Brassica campestris) and potato tubers (Solanum tuberosum L.) (Fig. 4A and B). ΔfumA increased the maceration ability by approximately 20% relative to wild type in both plants, whereas the absence of a functional sdhCDAB operon reduced the maceration ability by 75 and 20% in Chinese cabbage and potato tubers, respectively (Fig. 4A and B). Complementation experiments performed in both plant hosts showed that in trans expression of fumA or sdhCDAB restored virulence to near wild-type levels (Fig. 4A and B).
Fig. 4.

Tricarboxylic acid (TCA) key enzyme deletions affect in planta virulence and impact of carboxylic acids on pectate lyase (Pel) production. A, Maceration on the leaves of Chinese cabbage and B, potato tubers were measured in wild-type (WT) bacteria harboring pCL1920, ΔfumA harboring pCL1920, ΔfumA harboring pCL1920-fumA, ΔsdhCDAB harboring pCL1920, and ΔsdhCDAB pCL1920-sdhCDAB strains. Three independent experiments were performed. Five leaves of Chinese cabbage and three potato tubers were used for each strain. Values are from one representative experiment. C, Pel production was measured in WT Dickeya dadantii and D. dadantii supplemented with 0.4% (wt/vol) various carboxylic acids. OD230 = optical density at 230 nm. Experiments were repeated three times with three replicates. Error bars indicate standard errors of the means and asterisks indicate statistically significant differences of the means (P < 0.05 by Student’s t test).
Addition of exogenous TCA intermediates divergently regulates Pel production.
Although we documented a strong impact of the TCA enzymes SdhCDAB and FumA on c-di-GMP metabolism as well as the corresponding phenotypes controlled by c-di-GMP, it is not clear whether this regulation is mediated by the enzymes themselves or, rather, by some TCA metabolites that these enzymes catalyze. Because these enzymes convert one carboxylic acid to another, it is highly possible that the observed regulation is caused by the accumulation or reduction of certain substrates that these enzymes catalyze. Next, we investigated whether any of the TCA intermediates are involved in the SdhCDAB- or FumA-mediated regulation of c-di-GMP in D. dadantii by comparing the production of Pel in the presence of various exogenous carboxylic acids, including pyruvate, acetate, citrate, isocitrate, fumarate, and α-ketoglutarate. Interestingly, twofold reductions on Pel production were observed with the addition of 0.4% pyruvate and acetate, and a sevenfold reduction was observed with the addition of 0.4% citrate (Fig. 4C). In contrast, isocitrate and fumarate increased Pel production and α-ketoglutarate had no effect on Pel (Fig. 4C). Taken together, these data support our hypothesis that TCA intermediates affect Pel production in D. dadantii.
Citrate-mediated repression on Pel is abolished in a gcpAD418A- and rsmB-overexpressing strain.
To determine whether the regulation of Pel production by exogenous TCA intermediates is through the modulation of intracellular c-di-GMP, we compared the intracellular concentrations of c-di-GMP in the presence and absence of citrate, one of the representative TCA intermediates. Addition of 0.4% citrate increased the c-di-GMP concentration by 1.8-fold, suggesting that citrate positively regulates c-di-GMP signaling (Fig. 5A). To further identify the c-di-GMP-producing DGCs responsive to the exogenous citrate, we compared the Pel production in the wild type and 12 GGDEF-domain-containing protein mutants (Yuan et al. 2018) in the presence and absence of exogenous citrate. Interestingly, addition of exogenous citrate caused significant reduction in the wild type, 10 putative DGC mutants, and one confirmed DGC mutant (ΔgcpL) but did not affect the Pel production in gcpAD418A (a site-directed mutant that had lost the DGC activity of GcpA) (Yuan et al. 2018) (Fig. 5B). These observations suggest that the presence of a functional GcpA is essential for the citrate-mediated repression of Pel.
Fig. 5.

Addition of citrate affects intracellular concentrations of cyclic bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP) and pectate lyase (Pel) production. A, Intracellular concentrations of c-di-GMP were determined in wild-type (WT) Dickeya dadantii with and without the addition of 0.4% (wt/vol) sodium citrate. Experiments were performed two times with three replicates. B, Pel production was measured in WT D. dadantii, gcpAD418A, ΔgcpB, ΔgcpC, ΔgcpD, ΔgcpE, ΔgcpF, ΔgcpG, ΔgcpH, ΔgcpI, ΔgcpJ, ΔgcpK, and DgcpL strains in the absence of sodium citrate (white bar) and in the addition of 0.4% (wt/vol) sodium citrate (gray bar). OD230 = optical density at 230 nm. One representative experiment was chosen, and three independent experiments with three replicates were performed. Error bars indicate standard errors of the means and asterisks indicate statistically significant differences of the means (ns = not significant, P > 0.05; P < 0.05 by Student’s t test).
GcpA represses Pel by negatively regulating the expression of rsmB, which encodes a small regulatory RNA (Yuan et al. 2018). If exogenous addition of citrate controls Pel through the GcpA-RsmB pathway, we would expect that the effect of citrate on Pel could be restored by overexpressing rsmB. Thus, we measured the Pel production of the wild type, wild-type-overexpressing rsmB, and ΔrsmB in the presence and absence of 0.4% citrate. Adding 0.4% citrate caused a significant reduction in Pel production. However, the repressive effect was not observed in wild-type-/overexpressing rsmB (Supplementary Fig. S1), suggesting that repression of Pel production by exogenous citrate is through the GcpA-RsmB pathway.
Addition of citrate positively affects GcpA-mediated c-di-GMP signaling.
To assess the molecular mechanism for the citrate-mediated regulation of c-di-GMP signaling via GcpA, we first examined the activity of citrate on Pel in a gcpAD418A complementation strain in which wild-type gcpA was expressed in trans from the low-copy-number plasmid pCL1920. In the absence of citrate, in trans expression of gcpA repressed Pel production in gcpAD418A to wild-type levels, whereas the addition of citrate repressed Pel production approximately sevenfold relative to the wild type (Fig. 6A), indicating that the GcpA-mediated repression of Pel is enhanced by citrate supplementation. Because the DGC activity of GcpA is crucial for this regulation (Yuan et al. 2018) and our data demonstrated that addition of citrate increased the intracellular concentrations of c-di-GMP in wild-type D. dadantii (Fig. 5A), we hypothesized that the c-di-GMP levels of gcpAD418A (pGcpA) might be induced when citrate was supplemented. Indeed, a 27% increase of c-di-GMP levels was observed with the addition of 0.4% citrate compared with no added citrate (Fig. 6B).
Fig. 6.

Pleiotropic effects of addition of citrate on GcpA-related phenotypes. A, Pectate lyase (Pel) production was determined for wild-type (WT) Dickeya dadantii harboring pCL1920, gcpAD418A harboring pCL1920, and gcpAD418A harboring pCL1920-gcpA with or without the supplementation of 0.4% (wt/vol) sodium citrate. OD230 = optical density at 230 nm. B, Intracellular cyclic bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP) of gcpAD418A harboring pCL1920-gcpA with or without the supplementation of 0.4% (wt/vol) sodium citrate. Two independent experiments with three replicates were performed. C, β-Galactosidase activity representing the extent of GcpA’s dimerization was measured relative to controls with and without the addition of 0.4% (wt/vol) sodium citrate. Experiments were repeated three times independently with similar results. Three replicates were used for each experiment. Error bars indicate standard errors of the means. D, Western blot analysis was performed to detect GcpA-HA, GcpL-HA, EcpC-HA and EGcpB-HA. Three independent experiments were performed; a representative blot is shown. Asterisks indicate statistically significant differences of the means (P < 0.05 by Student’s t test); ns = not significant.
Addition of citrate does not enhance the dimerization of GcpA.
The cyclase activity of DGC often requires dimerization because two GTP molecules need to be brought together by two GGDEF domains of two individual DGCs for catalysis during the biosynthesis of c-di-GMP (Schirmer and Jenal 2009). GcpA is predicted to be a cytoplasmic protein containing two types of N-terminal sensory domains—cGMP phosphodiesterase-adenyl cyclase-FhlA domain and Per/Arnt/Sim—and a C-terminal GGDEF domain (Supplementary Fig. S2) (Yuan et al. 2018). To determine whether addition of citrate affects the dimerization of GcpA, we integrated a bacterial two-hybrid (B2H) system to assess the physical interactions between GcpA proteins. A robust interaction was observed when gcpA was cloned into both “bait” and “prey” vectors (p18GcpA-p25GcpA), whereas no interaction was observed for controls (p18GcpA-pKT25 and pUT18-p25GcpA) (Fig. 6C), suggesting that GcpA can, indeed, form dimers in D. dadantii as observed in other bacteria (Schirmer and Jenal 2009). However, addition of citrate did not enhance the physical interaction between GcpA and GcpA (Fig. 6C), suggesting that the positive regulation of c-di-GMP by citrate is not through enhancing the dimerization of GcpA.
Addition of citrate affects the protein levels of GcpA and EGcpB.
To determine whether the citrate-mediated regulation of GcpA is via modulation of its production, we measured the protein levels of GcpA in the presence and absence of exogenous 0.4% citrate. Western blot analysis revealed an approximately 30% increase in GcpA protein levels when citrate was supplemented (Fig. 6D), suggesting that addition of citrate induces the production of GcpA in D. dadantii. In agreement with the Pel production data (Fig. 5B), citrate had no effect on the production of the other functional DGC, GcpL (Fig. 6D). EcpC and EGcpB are PDEs (Yi et al. 2010). However, only EGcpB is known to degrade the c-di-GMP produced by GcpA, because it positively controls Pel through the same regulatory pathway as GcpA (Yuan et al. 2018). Our data showed that the protein levels of EGcpB but not EcpC were reduced by 50% with the addition of citrate (Fig. 6D), confirming that a correlation between c-di-GMP signaling and TCA cycle does exist in D. dadantii. Supplementation of citrate, a TCA intermediate, induces the intracellular concentration of c-di-GMP by positively regulating the production of the DGC GcpA and negatively regulating the production of the PDE EGcpB.
DISCUSSION
In this study, we demonstrate a correlation between primary metabolism, the TCA cycle, and the secondary messenger c-di-GMP in the plant pathogen D. dadantii. We first showed that disruption of the TCA cycle by mutating key anaplerotic enzymes (ΔsdhCDAB and ΔfumA) caused repression of intracellular c-di-GMP and affected the corresponding c-di-GMP-controlled phenotypes such as swimming motility and Pel production. Further investigation of the regulatory mechanism of these enzymes revealed that it is the TCA intermediates produced by these anaplerotic enzymes that played a role in the modulation of c-di-GMP and downstream phenotypes. Addition of exogenous citrate, one of the key TCA intermediates, induced the intracellular concentration of c-di-GMP and repressed the Pel-producing ability of D. dadantii. We further revealed that addition of exogenous citrate caused an increased production of a DGC (GcpA) and decreased production of a PDE (EGcpB). Thus, findings from this study depict a novel regulatory cascade of how TCA enzyme activity or the levels of TCA intermediates may provide a signal for the c-di-GMP signaling and virulence modulation in bacteria (Fig. 7).
Fig. 7.
Model of tricarboxylic acid (TCA) cycle-mediated regulatory mechanism on swimming and pectate lyase (Pel) via cyclic bis-(3′-5′)-cyclic dimeric guanosine monophosphate (c-di-GMP) signaling in Dickeya dadantii. TCA cycle enzymes or intermediates modulate the intracellular concentrations of c-di-GMP by upregulating the production of a diguanylate cyclase (GcpA) whereas downregulating the production of a phosphodiesterase (EGcpB). GcpA and EGcpB control the same c-di-GMP pool that represses swimming motility and negatively regulates Pel production through RsmB. sRNA RsmB binds to RsmA, a global posttranscriptional regulator, that titrates RsmA activity. RsmA negatively controls Pel in D. dadantii. Symbols: ⊥ represents the negative control, → represents the positive control, and dotted lines indicate regulatory mechanisms identified in this study. PCWDEs = plant cell wall–degrading.
The TCA cycle is a respiration metabolism that is required for bacterial growth under aerobic conditions. Interestingly, TCA enzymes or intermediates have also been shown to control a great variety of cellular processes, including pathogenicity. In Pseudomonas aeruginosa, mutations of the TCA cycle enzymes greatly affect the expression of T3SS genes (Dacheux et al. 2002; Rietsch and Mekalanos 2006). Further study in P. fluorescens showed that deletion of pycAB genes (encoding pyruvate carboxylase) or fumA divergently affected the expression of three RsmA-associated sRNAs (RsmX, -Y, and -Z), thus affecting RsmA-dependent cellular activities (Takeuchi et al. 2009). D. dadantii encodes only one RsmA-antagonistic sRNA, RsmB, and the RsmA/B system has been shown to regulate several virulence factors, including Pel and T3SS (Yang et al. 2008). Because c-di-GMP posttranscriptionally represses rsmB expression (Yuan et al. 2018), our observation that an impaired TCA cycle resulted in low c-di-GMP levels strongly indicates that the TCA cycle-mediated regulation of Pel could be regulated through RsmB. It also suggests that the regulation of the TCA cycle on the expression of RsmA-associated sRNAs is common in different bacterial species.
Because the regulation of the TCA cycle is mainly governed by substrate availability and allosteric regulation, knowing which TCA enzymes or intermediates are responsible for controlling c-di-GMP is difficult. This is also supported by our observation that addition of various carboxylic acids, including pyruvate, acetate, citrate, isocitrate, fumarate, and α-ketoglutarate, exhibited different phenotypes on Pel production. Citrate derived from acetyl-CoA can be generated via the acetate catabolic pathway or oxidative decarboxylation of pyruvate (Fig. 7), suggesting that the repressive impact on Pel from the addition of acetate and pyruvate could be the result of citrate. On the other hand, it remains to be determined whether the positive impact on Pel from isocitrate and fumarate is a direct regulation or an indirect negative feedback on citrate availability.
A recent study in P. fluorescens reported that exogenous citrate binds to the calcium channel chemotaxis receptor (CACHE) domain of GcbC to stimulate its DGC activity for controlling biofilm formation (Giacalone et al. 2018). In D. dadantii, we observed a similar phenotype, because the addition of citrate increased the intracellular concentration of c-di-GMP (Fig. 5A), whereas deletion of the sdhCDAB operon resulted in an imbalance in the TCA cycle and decreased c-di-GMP levels (Fig. 3A). It is intriguing that D. dadantii has two GGDEF domain proteins, GcpL and GcpG, which both contain an annotated N-terminal CACHE domain. The functional role of GcpL has been recently explored (Yuan et al. 2019) but not for GcpG. Amino acid sequence alignment of the CACHE domains showed that three arginine residues for binding between citrate and GcbC are not present in either GcpL or GcpG (Supplementary Fig. S3), suggesting that citrate might not act as a direct ligand for these two enzymes in D. dadantii. Our results from Pel production support this hypothesis, showing that deletion of either of gcpL or gcpG had no impact on the citrate-mediated repression on Pel (Fig. 5B).
A unique feature for c-di-GMP signaling that differs from other well-studied secondary messengers such as cyclic 3′-5′-adenosine phosphate and guanosine-(penta)tetraphosphate is the large number of genes encoding c-di-GMP-metabolic enzymes in bacterial genomes (Hengge et al. 2015). This poses an interesting question: why do bacteria need so many of these enzymes if they are functionally redundant? An increasing body of research has uncovered various environmental and intracellular signals that trigger c-di-GMP metabolism, thus favoring a specific c-di-GMP signaling model (Giacalone et al. 2018; Hengge et al. 2015; Townsley and Yildiz 2015; Tuckerman et al. 2009). Our findings provide an important connection between the TCA cycle enzymes or intermediates and c-di-GMP metabolism. We find that addition of citrate induced the production of GcpA while repressing the production of EGcpB. This is particularly interesting because we recently found that GcpA and EGcpB control Pel via regulating the same c-di-GMP pool (Yuan et al. 2018). It is also in agreement with our hypothesis that citrate does not appear to act as a direct ligand for the c-di-GMP metabolic enzymes in D. dadantii. Nevertheless, TCA cycle intermediates and enzymes play essential roles in controlling cellular behaviors and virulence factors in bacteria, including Escherichia coli, P. aeruginosa, P. fluorescens, Staphylococcus aureus, and Agrobacterium tumefaciens (Ding et al. 2014; Kuo et al. 2018; Suksomtip et al. 2005; Takeuchi et al. 2009). For example, fumarate modulates flagellar rotation via targeting a fumarate reductase that binds to flagellar switch component FliG (Cohen-Ben-Lulu et al. 2008). Deletion of aceAB, encoding pyruvate dehydrogenase that converts pyruvate to acetyl-CoA, strongly attenuates T3SS of P. aeruginosa and is nonvirulent in a rat model (Dacheux et al. 2002). In D. dadantii, further experiments are planned to elucidate the detailed regulatory mechanism of the TCA cycle on c-di-GMP metabolism.
Finally, an intriguing question is why D. dadantii would use intracellular TCA intermediates to modulate virulence phenotype. During spread and infection, D. dadantii would encounter aerobic and anaerobic stages of life styles (Reverchon and Nasser 2013). Because the TCA cycle is only active during aerobic respiration but not during anaerobic respiration, it is possible that the TCA intermediates would serve as a signal for the transition between aerobic and anaerobic infection states. It is known that D. dadantii encounters low oxygen availability in the plant apoplast, which positively contributes to the production of Pels and soft rot disease symptoms (Hugouvieux-Cotte-Pattat et al. 1992; Reverchon and Nasser 2013). When oxygen and nutrients are available, a functional TCA cycle may help the pathogen to maximize growth. However, under nutrient-limited or low-oxygen condition such as in the plant apoplast, D. dadantii starts to transition from aerobic respiration to anaenrobic respiration, and the reduced TCA activity would then be used as signal to turn on the expression of virulence factors, an energy-consuming process, via c-di-GMP signaling for a successful secondary infection. This hypothesis is also in line with the notion from other pathogenic bacteria that vegetative growth and virulence expression represent two distinct life styles (Cui et al. 2019; Leggett et al. 2017; Meyer et al. 2010). On the other hand, because citrate is a small molecule that is permeable through cellular membranes, D. dadantii can also obtain host-derived metabolites such as citrate to support vegetative growth. In another Enterobacteriaceae soft-rot pathogen, Pectobacterium atrosepticum, inactivation of the citrate transporter leads to reduced virulence in potato tubers (Urbany and Neuhaus 2008). A similar observation has also been reported in Xanthomonas campestris pv. vesicatoria, the causal agent of bacterial leaf spot on pepper and tomato (Tamir-Ariel et al. 2007), suggesting that citrate uptake and metabolism is required for bacterial virulence in planta. Indeed, we observe that deletion of sdhCDAB in D. dadantii resulted in a compromised TCA cycle and reduced virulence phenotype in the leaves of Chinese cabbage and potato tubers, despite the fact that both the swimming motility and Pel were upregulated under the laboratory conditions. Because citrate can derive from either the host or bacteria, future research is needed to understand how the host-derived and pathogen-derived citrate interplay to regulate c-di-GMP and Pel production during the host–pathogen interactions.
MATERIALS AND METHODS
Strains, plasmids, primers, and media.
The bacterial strains and plasmids used in this study are listed in Table 1. D. dadantii strains were grown in LB medium (tryptone at 10 g/liter, yeast extract at 5 g/liter, and NaCl at 10 g/liter), mannitol-glutamic acid (MG) medium (mannitol at 10 g/liter, glutamic acid at 2 g/liter, potassium phosphate monobasic at 0.5 g/liter, NaCl at 0.2 g/liter, and MgSO4 at 0.2 g/liter) or M9 MM supplemented with citrate as sole carbon source (Na2HPO4 at 6 g/liter, KH2PO4 at 3 g/liter, NH4Cl at 1 g/liter, NaCl at 0.5 g/liter, 1 mM MgSO4, 0.1 mM CaCl2, and 0.2% [wt/vol] sodium citrate) at 28°C. E. coli strains were grown in LB medium at 37°C. Antibiotics were added to the media at the following concentrations: kanamycin (Km) (50 μg/ml) and spectinomycin (100 μg/ml). The D. dadantii 3937 genome sequence can be retrieved from a systematic annotation package for community analysis of genomes (ASAP; University of Wisconsin). Primers used for cloning are listed in Table 2.
Table 1.
Bacterial strains and plasmids used in this study and their relevant characteristics
| Strains and plasmids | Relevant characteristicsa | Reference or source |
|---|---|---|
| Dickeya dadantii | ||
| 3937 | Wild type | N. Hugouvieux-Cotte-Pattat |
| ΔDhfq | Δhfq; clean mutant, ABF-0015209 deletion mutant | Yuan et al. 2019 |
| ΔfumA | ΔfumA::Km; Kmr, ABF-0016800 deletion mutant | This study |
| ΔsdhCDAB | ΔsdhCDAB::Km; Kmr, ABF-0016957, ABF-0016956, ABF-0016955, and ABF-0016953 deletion mutant | This study |
| ΔhfqΔfumA | ΔhfqΔfumA::Km; Kmr | This study |
| ΔhfqΔsdhCDAB | ΔhfqΔsdhCDAB::Km; Kmr, | This study |
| gcpAD418A | gcpAD418A::Km; Kmr, ABF-0020368 site-directed mutant | Yuan et al. 2018 |
| ΔgcpB | ΔgcpB::Km; Kmr, ABF-0016029 deletion mutant | Yi et al. 2010 |
| ΔgcpC | ΔgcpC::Km; Kmr, ABF-0019499 deletion mutant | Yi et al. 2010 |
| ΔgcpD | ΔgcpD::Km; Kmr, ABF-0014719 deletion mutant | Yi et al. 2010 |
| ΔgcpE | ΔgcpE::Km; Kmr, ABF-0019019 deletion mutant | Yuan et al. 2018 |
| ΔgcpF | ΔgcpF::Km; Kmr, ABF-0016283 deletion mutant | Yi et al. 2010 |
| ΔgcpG | ΔgcpG::Km; Kmr, ABF-0019796 deletion mutant | Yuan et al. 2018 |
| ΔgcpH | ΔgcpH::Km; Kmr, ABF-0015146 deletion mutant | Yuan et al. 2018 |
| ΔgcpI | ΔgcpI::Km; Kmr, ABF-0017509 deletion mutant | Yuan et al. 2018 |
| ΔgcpJ | ΔgcpJ::Km; Kmr, ABF-0019128 deletion mutant | Yuan et al. 2018 |
| ΔgcpK | ΔgcpK::Km; Kmr, ABF-0019798 deletion mutant | Yuan et al. 2018 |
| ΔgcpL | ΔgcpL::Km; Kmr, ABF-0015843 deletion mutant | Yuan et al. 2018 |
| ΔrsmB | ΔrsmB::Km; Kmr, ABF-0061322 deletion mutant | Yuan et al. 2018 |
| gcpA-HA | Chromosomal gcpA-HA; ABF-0020368 | Yuan et al. 2019 |
| egcpB-HA | Chromosomal egcpB-HA; ABF-0020123 | Yuan et al. 2019 |
| ecpC-HA | Chromosomal ecpC-HA; ABF-0020364 | Yuan et al. 2019 |
| gcpL-HA | Chromosomal gcpL-HA; ABF-0015843 | Yuan et al. 2019 |
| Escherichia coli | ||
| DH5α | supE44 ΔlacU169 (ϕ80lacZΔM15) hsdR17 recA1 endA1 gyrA96 thi-1 relA1 | Lab stock |
| S17λ1 Lpir | λ(pir) hsdR pro thi; chromosomally integrated RP4-2 Tc::Mu Km::Tn7 | Lab stock |
| BTH101 | Reporter strain for bacterial two-hybrid assay | Euromedex |
| Plasmids | ||
| pKD4 | Template plasmid for kanamycin cassette, Kmr | Datsenko and Wanner 2000 |
| pWM91 | Sucrose-based counter-selectable plasmid, Apr | Metcalf et al. 1996 |
| pCL1920 | Low-copy-number plasmid, lac promoter, Spr | Lerner and Inouye 1990 |
| p1920-fumA | fumA cloned in pCL1920, Spr | This study |
| p1920-sdhCDAB | sdhCDAB cloned in pCL1920, Spr | This study |
| p1920-rsmB | rsmB cloned in pCL1920, Spr | Yuan et al. 2015 |
| p1920-gcpA | gcpA cloned in pCL1920, Spr | Yuan et al. 2018 |
| pKT25 | Bacterial two-hybrid vector | Euromedex |
| pUT18 | Bacterial two-hybrid vector | Euromedex |
| pKT25-zip | Bacterial two-hybrid positive control | Euromedex |
| pUT18-zip | Bacterial two-hybrid positive control | Euromedex |
| pKT25-gcpA | pKT25 containing gcpA | This study |
| pUT18-gcpA | pUT18 containing gcpA | This study |
Kmr, Apr, and Spr indicate kanamycin, ampicillin, and spectinomycin resistance, respectively.
Table 2.
Oligonucleotide primers used in this study
| Primers | Sequences (5′-3′) | Use |
|---|---|---|
| fumA-A-XhoI | AATACTCGAGAGCGCGAATGAACATCC | fumA deletion |
| fumA-B | GAAGCAGCTCCAGCCTACACCAATGGAAACGGATCTTG | … |
| fumA-C | CTAAGGAGGATATTCATATGGACAAGGGCAACGAC | … |
| fumA-D-NotI | AATATTATGCGGCCGCCCTGAAAGTGGATGTGC | … |
| sdh-A-XhoI | AATACTCGAGGTATTAACCCTGTCCTGC | sdhCDAB deletion |
| sdh-B | GAAGCAGCTCCAGCCTACACCTTTGTAGATCCAGATTG | … |
| sdh-C | CTAAGGAGGATATTCATATGTGGACGACCTGAATGA | … |
| sdh-D-NotI | AATATTATGCGGCCGCGCGAAGCGTCTTTCGC | … |
| fumA-for-XbaI | AATTCTAGACAGGGCTGTGGTTGATCGATA | fumA complementation |
| fumA-rev-HindIII | TTTAAGCTTGGTTTGAAGGACAGGCCTGAC | … |
| sdh-for-XbaI | AATTCTAGAAGGATGAACACAATTGCTCTC | sdhCDAB complementation |
| sdh-rev-HindIII | TTTAAGCTTGTTACAAGCGTCTGAAAATCA | … |
| gcpA-BTH-F-XbaI | AGGTCTAGAGGTGTATGAAATTATAATAACCCTAT | Bacterial two-hybrid system |
| gcpA-BTH-Rc-KpnI | AAAGGTACCAGCTGGTGGGTATTCAAA | … |
| 615 | TCGGGTATCGCTCTTGAAGGG | Transposon mutagenesis |
| himar1 | CATTTAATACTAGCGACGCCATCT | … |
Swimming motility assay.
A swimming motility assay was performed as previously described (Antúnez-Lamas et al. 2009). Briefly, bacterial cells were cultured overnight in LB broth at 28°C and the optical density at 600 nm (OD600) values were adjusted to 1.0. Bacterial cultures (10 μl each) were inoculated onto the center of MG plates containing 0.2% agar. The diameter of the radial growth was measured after 16 h of incubation at 28°C.
Transposon mutagenesis.
Mutagenesis was performed by conjugating the hfq unmarked mutant strain with E. coli S17-1 λ-pir containing transposon miniHimar RB1 (Bouhenni et al. 2005). Conjugates were plated onto MG agar plates containing Km and incubated for 2 days at 28°C. Transposon mutants were then picked and inoculated into LB broth and cultured for the swimming motility assay. Mutants that showed an enhanced swimming zone compared with the hfq deletion mutant were preserved. A previously described method was used to identify the transposon insertion sites, with few modifications (Bouhenni et al. 2005). In brief, genomic DNA of transposon mutants was purified using the phenol-chloroform method (Sambrook and Russell 2006). Purified DNA was then digested by BamHI restriction enzyme and self ligated. Ligation products were transferred into E. coli DH5α λ-pir competent cells and plated onto LB agar containing Km. Colonies were then picked and cultured. Self-ligated DNA containing transposon was purified and sequenced using primers 615 and Himar1 (Table 2).
Mutant construction and complementation.
The fumA gene and sdhCDAB operon were deleted from the genome by allelic exchange mutagenesis (Yang et al. 2002). Two flanking regions upstream and downstream of each target gene were amplified by PCR using specific primers (Table 2). The Km cassette was amplified from pKD4 plasmid (Datsenko and Wanner 2000) and cloned between two flanking regions using three-way crossover PCR. The PCR construct was purified, digested by XhoI and NotI restriction enzymes, and inserted into a suicide plasmid (pWM91). The resulting plasmid was transformed into E. coli strain S17-1 λ-pir, which was then conjugated with D. dadantii. Recombinants that recovered on Km medium were plated on a 10% sucrose plate for selection of cells with chromosomal deletions. Sucrose resistance cells due to the loss of SacB-mediated toxicity were plated on an ampicillin plate, and the ampicillin-sensitive cells were confirmed by PCR using outside primers. Mutations were further confirmed by sequencing. To generate double mutants, fumA and sdhCDAB were allelic exchanged in an hfq unmarked mutant strain that was previously constructed (Yuan et al. 2019).
To generate complemented or overexpression strains, the putative promoter and ORF regions of target genes were amplified and cloned into a low-copy-number plasmid, pCL1920 (Table 1). The resulting plasmids were then confirmed by sequencing and electroporated into D. dadantii cells.
Pel production assay.
Extracellular Pel activity was measured by spectrometry as previously described (Matsumoto et al. 2003). In brief, bacterial cells were cultured in LB broth supplemented with 0.1% (wt/vol) polygalacturonic acid (PGA) at 28°C for 16 h. When needed, 0.4% (wt/vol) sodium citrate, sodium pyruvate, sodium acetate, sodium fumarate dibasic, α-ketoglutaric acid disodium salt dihydrate, or DL-isocitric acid trisodium salt hydrate (Sigma-Aldrich, St. Louis, MO, U.S.A.) were applied. The OD600 of bacterial cultures was measured and normalized. Culture supernatant was collected by centrifugation of 1 ml of bacterial cultures at 13,000 × g for 2 min. The supernatant (10 μl) was added into 990 μl of the reaction buffer (0.05% [wt/vol] PGA, 0.1 M Tris-HCl [pH 8.5], and 0.1 mM CaCl2, prewarmed to 30°C). Pel activity was monitored at an absorbance at 230 nm for 3 min and calculated based on one unit of Pel activity being equal to an increase of 1 × 10 −3 OD230 in 1 min.
Measurement of the intracellular c-di-GMP concentration.
To determine the intracellular concentrations of c-di-GMP, UPLC-MS-MS was used as previously described (Massie et al. 2012). Overnight bacterial cultures were inoculated 1:100 into 15 ml of LB medium with or without the addition of 0.4% (wt/vol) sodium citrate and incubated at 28°C until the OD600 reached approximately 0.8, which corresponded to the mid- to late-exponential growth phase. Meanwhile, cell number was determined by plate counting. Bacterial cells were harvested by centrifugation at 1,500 × g for 30 min. Cell pellets were then resuspended in 1.5 ml of extraction buffer (40% [vol/vol] acetonitrile and 40% [vol/vol] methanol in 0.1 N formic acid) and incubated at −20°C for 30 min. After centrifugation for 5 min at 21,000 × g to pellet insoluble debris, the supernatant containing c-di-GMP was collected and dried using a speed-vac. c-di-GMP was resuspended in 100 μl of high-performance liquid chromatography-grade water, filtered through a Titan syringe filter (polyvinylidene difluoride, 0.45 μm, 4 mm), and analyzed by UPLC-MS-MS. Intracellular concentration of c-di-GMP was calculated per cell.
Western blot analysis.
To measure the protein levels of GcpA, GcpL, EcpC, and EGcpB, previously constructed strains in which the wild-type gene was allelic exchanged to a hemagglutinin (HA)-tagged version were used (Yuan et al. 2019). Western blot was performed using D. dadantii cells containing HA that were grown in LB broth with or without the supplementation of 0.4% (wt/vol) sodium citrate for 16 h at 28°C. Cells were collected by centrifugation, resuspended in phosphate-buffered saline (PBS) buffer, and lysed by sonication. The protein in crude lysates was quantified using the Bradford protein assay (Bio-Rad, Hercules, CA, U.S.A.). The same amount of protein samples was boiled and loaded onto 12% sodium dodecyl sulfate polyacrylamide gel electrophoresis gels. Proteins were separated at 120 V constant voltage for 60 min and transferred onto a polyvinylidene fluoride membrane (Millipore, Bedford, MA, U.S.A.) using a semidry blot machine (Bio-Rad) at 5.5 mA/cm2 for 60 min. Blots were washed with PBS containing 0.1% (vol/vol) Tween-20 and probed with an anti-HA antibody (Thermo Fisher Scientific, Waltham, MA, U.S.A.). Anti-RNA polymerase monoclonal antibody (Neoclone, Madison, WI, U.S.A.) was used as a control. The resulting blots were incubated for 1 min in enhanced chemiluminescence reagent (GE Healthcare, Chicago, IL, U.S.A.) and detected using O-MAT X-ray film.
B2H assay.
Physical interaction between GcpA proteins was determined using a B2H system (Karimova et al. 1998). pUT18 and pKT25 plasmids containing gcpA were electroporated into E. coli BTH101 cells. Cells were cultured in LB broth supplemented with 0.5 mM isopropyl-β-D−1-thiogalactopyranoside, Km at 50 μg/ml, and ampicillin at 100 μg/ml, and with or without the addition of 0.4% (wt/vol) sodium citrate at 30°C for 24 h. A leucine zipper protein served as a positive control. Empty plasmids acted as the negative control. The extent of protein–protein interaction was analyzed by the β-galactosidase activity. In brief, 100 μl of bacterial culture with OD600 = 1.0 was added to 900 μl of Z-Buffer (60 mM Na2HPO4, 40 mM NaH2PO4, 10 mM KCl, 1 mM MgSO4, and 50 mM 2-mercaptoechanol; pH adjusted to 7.0). The enzymatic activity was started by adding 200 μl of ortho-nitrophenyl-β-galactoside (4 mg/ml in Z-Buffer) and samples were incubated at 30°C for 5 min. To stop the reaction, 500 μl of 1 M Na2CO3 was added and absorbance at 420 nm was read. β-Galactosidase activity (units per milliliter) was calculated according to the formula: 200 × [(OD420 – OD420 in control tube)/minutes of incubation] × 10.
Virulence assay.
The local leaf maceration assay was performed using the leaves of Chinese cabbage (B. campestris), as described previously (Yuan et al. 2015). In brief, 10 μl of bacterial suspension in sterilized water at 107 CFU ml−1 was inoculated into the wounds punched with a sterile pipette on the leaves. Five leaves were used for each strain. Inoculated Chinese cabbage leaves were kept in a growth chamber at 28°C with 100% relative humidity for 16 h before pictures were taken. To evaluate disease symptoms, APS ASSESS 1.0 software (Image Analysis Software for Plant Disease Quantification) was used to determine the leaf maceration areas.
The potato tuber infection assay was performed as previously described, with few modifications (Urbany and Neuhaus 2008). Bacterial suspensions (10 μl) in sterilized water harboring 1.0 × 107 CFU ml−1 of cells were inoculated to the center of potato tubers (5 mm in thickness and 2 cm in diameter). Three tubers were used for each strain. The infected potato tubers were incubated at 28°C with 100% relative humidity for 24 h. To quantify the disease symptoms, the weight of the potato tubers was measured. The macerated tissue was washed off in a stream of tap water and the weight of the remaining tissue was determined. The loss of weight represents the amount of macerated tissue.
Sequence alignments.
The nucleic acid sequences of CACHE domains were aligned using T-Coffee (Notredame et al. 2000), and edited manually. Sequences for alignment analysis were retrieved from ASAP and the NCBI GenBank database. Alignments were performed using the European Bioinformatics Institute (EMBL-EBI) webserver.
Statistical analysis.
Means and standard deviations of experimental results were calculated using Excel and the statistical analysis was performed using a two-tailed Student’s t test (Microsoft, Redmond, WA, U.S.A.).
Supplementary Material
Funding:
X. Yuan was supported by the Postdoctoral Workstation of Jiangsu Academy of Agricultural Sciences. This work was funded by United States Department of Agriculture–National Institute of Food and Agriculture (USDA-NIFA) Exploratory Research (2016-67030-24856 to Q. Zeng and C.-H. Yang), USDA-NIFA Organic Transitions (2017-51106-27001 to Q. Zeng, B. T. Steven, G. W. Sundin, J. C. White, and C.-H. Yang], Research Growth Initiative of the University of Wisconsin-Milwaukee (C.-H. Yang), National Institutes of Health grants (GM109259 and AI130554 to C. M. Waters, and the Earmarked Fund for China Agriculture Research System (CARS-28-16 to F. Liu).
Footnotes
The e-Xtra logo stands for “electronic extra” and indicates that three supplementary figures are published online.
The author(s) declare no conflict of interest.
LITERATURE CITED
- Alfano JR, and Collmer A 1997. The type III (Hrp) secretion pathway of plant pathogenic bacteria: Trafficking harpins, Avr proteins, and death. J. Bacteriol 179:5655–5662. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Antúnez-Lamas M, Cabrera-Ordóñez E, López-Solanilla E, Raposo R, Trelles-Salazar O, Rodríguez-Moreno A, and Rodríguez-Palenzuela P 2009. Role of motility and chemotaxis in the pathogenesis of Dickeya dadantii 3937 (ex Erwinia chrysanthemi 3937). Microbiology 155: 434–442. [DOI] [PubMed] [Google Scholar]
- Babujee L, Apodaca J, Balakrishnan V, Liss P, Kiley PJ, Charkowski AO, Glasner JD, and Perna NT 2012. Evolution of the metabolic and regulatory networks associated with oxygen availability in two phytopathogenic enterobacteria. BMC Genomics 13:110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bauer DW, Bogdanove AJ, Beer SV, and Collmer A 1994. Erwinia chrysanthemi hrp genes and their involvement in soft rot pathogenesis and elicitation of the hypersensitive response. Mol. Plant-Microbe Interact. 7:573–581. [DOI] [PubMed] [Google Scholar]
- Bouhenni R, Gehrke A, and Saffarini D 2005. Identification of genes involved in cytochrome c biogenesis in Shewanella oneidensis, using a modified mariner transposon. Appl. Environ. Microbiol 71:4935–4937. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cohen-Ben-Lulu GN, Francis NR, Shimoni E, Noy D, Davidov Y, Prasad K, Sagi Y, Cecchini G, Johnstone RM, and Eisenbach M 2008. The bacterial flagellar switch complex is getting more complex. EMBO J. 27:1134–1144. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Collmer A, and Keen NT 1986. The role of pectic enzymes in plant pathogenesis. Annu. Rev. Phytopathol 24:383–409. [Google Scholar]
- Cui Z, Yang C-H, Kharadi RR, Yuan X, Sundin GW, Triplett LR, Wang J, and Zeng Q 2019. Cell-length heterogeneity: A population-level solution to growth/virulence trade-offs in the plant pathogen Dickeya dadantii. PLoS Pathog. 15:e1007703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Czajkowski R, Perombelon MC, van Veen JA, and van der Wolf JM 2011. Control of blackleg and tuber soft rot of potato caused by Pectobacterium and Dickeya species: A review. Plant Pathol. 60:999–1013. [Google Scholar]
- Dacheux D, Epaulard O, de Groot A, Guery B, Leberre R, Attree I, Polack B, and Toussaint B 2002. Activation of the Pseudomonas aeruginosa type III secretion system requires an intact pyruvate dehydrogenase aceAB operon. Infect. Immun 70:3973–3977. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Datsenko KA, and Wanner BL 2000. One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. Proc. Natl. Acad. Sci. U.S.A 97:6640–6645. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ding Y, Liu X, Chen F, Di H, Xu B, Zhou L, Deng X, Wu M, Yang C-G, and Lan L 2014. Metabolic sensor governing bacterial virulence in Staphylococcus aureus. Proc. Natl. Acad. Sci. U.S.A 111:E4981–E4990. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Effantin G, Rivasseau C, Gromova M, Bligny R, and Hugouvieux-Cotte-Pattat N 2011. Massive production of butanediol during plant infection by phytopathogenic bacteria of the genera Dickeya and Pectobacterium. Mol. Microbiol 82:988–997. [DOI] [PubMed] [Google Scholar]
- Giacalone D, Smith TJ, Collins AJ, Sondermann H, Koziol LJ, and O’Toole GA 2018. Ligand-mediated biofilm formation via enhanced physical interaction between a diguanylate cyclase and its receptor. MBio 9:e01254–18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hengge R, Gründling A, Jenal U, Ryan R, and Yildiz F 2015. Bacterial signal transduction by cyclic di-GMP and other nucleotide second messengers. J. Bacteriol 198:15–26. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hugouvieux-Cotte-Pattat N, Condemine G, and Shevchik VE 2014. Bacterial pectate lyases, structural and functional diversity. Environ. Microbiol. Rep 6:427–440. [DOI] [PubMed] [Google Scholar]
- Hugouvieux-Cotte-Pattat N, Dominguez H, and Robert-Baudouy J 1992. Environmental conditions affect transcription of the pectinase genes of Erwinia chrysanthemi 3937. J. Bacteriol 174:7807–7818. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jahn CE, Selimi DA, Barak JD, and Charkowski AO 2011. The Dickeya dadantii biofilm matrix consists of cellulose nanofibres, and is an emergent property dependent upon the type III secretion system and the cellulose synthesis operon. Microbiology 157:2733–2744. [DOI] [PubMed] [Google Scholar]
- Jiang X, Zghidi-Abouzid O, Oger-Desfeux C, Hommais F, Greliche N, Muskhelishvili G, Nasser W, and Reverchon S 2016. Global transcriptional response of Dickeya dadantii to environmental stimuli relevant to the plant infection. Environ. Microbiol 18:3651–3672. [DOI] [PubMed] [Google Scholar]
- Karimova G, Pidoux J, Ullmann A, and Ladant D 1998. A bacterial two-hybrid system based on a reconstituted signal transduction pathway. Proc. Natl. Acad. Sci. U.S.A 95:5752–5756. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kuo C-J, Wang S-T, Lin C-M, Chiu H-C, Huang C-R, Lee D-Y, Chang G-D, Chou T-C, Chen J-W, and Chen C-S 2018. A multiomic analysis reveals the role of fumarate in regulating the virulence of enterohemorrhagic Escherichia coli. Cell Death Dis. 9:381. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lebeau A, Reverchon S, Gaubert S, Kraepiel Y, Simond-Côte E, Nasser W, and Van Gijsegem F 2008. The GacA global regulator is required for the appropriate expression of Erwinia chrysanthemi 3937 pathogenicity genes during plant infection. Environ. Microbiol 10:545–559. [DOI] [PubMed] [Google Scholar]
- Leggett HC, Cornwallis CK, Buckling A, and West SA 2017. Growth rate, transmission mode and virulence in human pathogens. Philos. Trans. R. Soc. B 372:20160094. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lerner CG, and Inouye M 1990. Low copy number plasmids for regulated low-level expression of cloned genes in Escherichia coli with blue/white insert screening capability. Nucleic Acids Res. 18:4631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ma B, Hibbing ME, Kim H-S, Reedy RM, Yedidia I, Breuer J, Breuer J, Glasner JD, Perna NT, Kelman A, and Charkowski AO 2007. Host range and molecular phylogenies of the soft rot enterobacterial genera Pectobacterium and Dickeya. Phytopathology 97:1150–1163. [DOI] [PubMed] [Google Scholar]
- Massie JP, Reynolds EL, Koestler BJ, Cong J-P, Agostoni M, and Waters CM 2012. Quantification of high-specificity cyclic diguanylate signaling. Proc. Natl. Acad. Sci. U.S.A 109:12746–12751. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matsumoto H, Muroi H, Umehara M, Yoshitake Y, and Tsuyumu S 2003. Peh production, flagellum synthesis, and virulence reduced in Erwinia carotovora subsp. carotovora by mutation in a homologue of cytR. Mol. Plant-Microbe Interact 16:389–397. [DOI] [PubMed] [Google Scholar]
- Metcalf WW, Jiang W, Daniels LL, Kim S-K, Haldimann A, and Wanner BL 1996. Conditionally replicative and conjugative plasmids carrying lacZ α for cloning, mutagenesis, and allele replacement in bacteria. Plasmid 35:1–13. [DOI] [PubMed] [Google Scholar]
- Meyer SE, Stewart TE, and Clement S 2010. The quick and the deadly: Growth vs virulence in a seed bank pathogen. New Phytol. 187: 209–216. [DOI] [PubMed] [Google Scholar]
- Notredame C, Higgins DG, and Heringa J 2000. T-Coffee: A novel method for fast and accurate multiple sequence alignment. J. Mol. Biol 302:205–217. [DOI] [PubMed] [Google Scholar]
- Paul R, Weiser S, Amiot NC, Chan C, Schirmer T, Giese B, and Jenal U 2004. Cell cycle-dependent dynamic localization of a bacterial response regulator with a novel di-guanylate cyclase output domain. Genes Dev. 18:715–727. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reverchon S, and Nasser W 2013. Dickeya ecology, environment sensing and regulation of virulence programme. Environ. Microbiol. Rep 5: 622–636. [DOI] [PubMed] [Google Scholar]
- Rietsch A, and Mekalanos JJ 2006. Metabolic regulation of type III secretion gene expression in Pseudomonas aeruginosa. Mol. Microbiol 59:807–820. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Río-Álvarez I, Muñoz-Gómez C, Navas-Vásquez M, Martínez-García PM, Antúnez-Lamas M, Rodráguez-Palenzuela P, and López-Solanilla E 2015. Role of Dickeya dadantii 3937 chemoreceptors in the entry to Arabidopsis leaves through wounds. Mol. Plant Pathol 16: 685–698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Römling U, Galperin MY, and Gomelsky M 2013. Cyclic di-GMP: The first 25 years of a universal bacterial second messenger. Microbiol. Mol. Biol. Rev 77:1–52. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ryan RP, Fouhy Y, Lucey JF, Crossman LC, Spiro S, He Y-W, Zhang L-H, Heeb S, Cámara M, Williams P, and Dow JM 2006. Cell-cell signaling in Xanthomonas campestris involves an HD-GYP domain protein that functions in cyclic di-GMP turnover. Proc. Natl. Acad. Sci. U.S.A 103:6712–6717. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- Sambrook J, and Russell DW 2006. Purification of nucleic acids by extraction with phenol:chloroform. Cold Spring Harbor Protoc. 2006. [DOI] [PubMed] [Google Scholar]
- Schirmer T, and Jenal U 2009. Structural and mechanistic determinants of c-di-GMP signalling. Nat. Rev. Microbiol 7:724–735. [DOI] [PubMed] [Google Scholar]
- Schmidt AJ, Ryjenkov DA, and Gomelsky M 2005. The ubiquitous protein domain EAL is a cyclic diguanylate-specific phosphodiesterase: Enzymatically active and inactive EAL domains. J. Bacteriol. 187: 4774–4781. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shimizu K 2013. Bacterial Cellular Metabolic Systems: Metabolic Regulation of a Cell System with 13C-metabolic Flux Analysis. Elsevier; 10.1533/9781908818201 [DOI] [Google Scholar]
- Suksomtip M, Liu P, Anderson T, Tungpradabkul S, Wood DW, and Nester EW 2005. Citrate synthase mutants of Agrobacterium are attenuated in virulence and display reduced virgene induction. J. Bacteriol 187:4844–4852. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Takeuchi K, Kiefer P, Reimmann C, Keel C, Dubuis C, Rolli J, Vorholt JA, and Haas D 2009. Small RNA-dependent expression of secondary metabolism is controlled by Krebs cycle function in Pseudomonas fluorescens. J. Biol. Chem 284:34976–34985. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tamayo R, Tischler AD, and Camilli A 2005. The EAL domain protein VieA is a cyclic diguanylate phosphodiesterase. J. Biol. Chem 280: 33324–33330. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tamir-Ariel D, Navon N, and Burdman S 2007. Identification of genes in Xanthomonas campestris pv. vesicatoria induced during its interaction with tomato. J. Bacteriol 189:6359–6371. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Townsley L, and Yildiz FH 2015. Temperature affects c-di-GMP signalling and biofilm formation in Vibrio cholerae. Environ. Microbiol 17:4290–4305. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tuckerman JR, Gonzalez G, Sousa EH, Wan X, Saito JA, Alam M, and Gilles-Gonzalez M-A 2009. An oxygen-sensing diguanylate cyclase and phosphodiesterase couple for c-di-GMP control. Biochemistry 48:9764–9774. [DOI] [PubMed] [Google Scholar]
- Urbany C, and Neuhaus HE 2008. Citrate uptake into Pectobacterium atrosepticum is critical for bacterial virulence. Mol. Plant-Microbe Interact 21:547–554. [DOI] [PubMed] [Google Scholar]
- Whiteley CG, and Lee D-J 2015. Bacterial diguanylate cyclases: Structure, function and mechanism in exopolysaccharide biofilm development. Biotechnol. Adv 33:124–141. [DOI] [PubMed] [Google Scholar]
- Yang C-H, Gavilanes-Ruiz M, Okinaka Y, Vedel R, Berthuy I, Boccara M, Chen JW-T, Perna NT, and Keen NT 2002. hrp genes of Erwinia chrysanthemi 3937 are important virulence factors. Mol. Plant-Microbe Interact 15:472–480. [DOI] [PubMed] [Google Scholar]
- Yang S, Peng Q, Zhang Q, Yi X, Choi CJ, Reedy RM, Charkowski AO, and Yang C-H 2008. Dynamic regulation of GacA in type III secretion, pectinase gene expression, pellicle formation, and pathogenicity of Dickeya dadantii (Erwinia chrysanthemi 3937). Mol. Plant-Microbe Interact 21:133–142. [DOI] [PubMed] [Google Scholar]
- Yi X, Yamazaki A, Biddle E, Zeng Q, and Yang CH 2010. Genetic analysis of two phosphodiesterases reveals cyclic diguanylate regulation of virulence factors in Dickeya dadantii. Mol. Microbiol 77: 787–800. [DOI] [PubMed] [Google Scholar]
- Yuan X, Khokhani D, Wu X, Yang F, Biener G, Koestler BJ, Raicu V, He C, Waters CM, Sundin GW, Tian F, and Yang C-H 2015. Cross-talk between a regulatory small RNA, cyclic-di-GMP signalling and flagellar regulator FlhDC for virulence and bacterial behaviours. Environ. Microbiol 17:4745–4763. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yuan X, Tian F, He C, Severin GB, Waters CM, Zeng Q, Liu F, and Yang CH 2018. The diguanylate cyclase GcpA inhibits the production of pectate lyases via the H-NS protein and RsmB regulatory RNA in Dickeya dadantii. Mol. Plant Pathol 19:1873–1886. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yuan X, Zeng Q, Khokhani D, Tian F, Severin GB, Waters CM, Xu J, Zhou X, Sundin GW, Ibekwe AM, Liu F, and Yang CH 2019. A feed-forward signalling circuit controls bacterial virulence through linking cyclic di-GMP and two mechanistically distinct sRNAs, ArcZ and RsmB. Environ. Microbiol 21:2755–2771. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zeng Q, Ibekwe AM, Biddle E, and Yang C-H 2010. Regulatory mechanisms of exoribonuclease PNPase and regulatory small RNA on T3SS of Dickeya dadantii. Mol. Plant-Microbe Interact 23:1345–1355. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.

