Abstract
Among human food-borne pathogens, gastroenteritis-causing Salmonella strains have the most real-world impact. Like all pathogens, their success relies on efficient transmission. Biofilm formation, a specialized physiology characterized by multicellular aggregation and persistence, is proposed to play an important role in the Salmonella transmission cycle. In this manuscript, we used luciferase reporters to examine the expression of csgD, which encodes the master biofilm regulator. We observed that the CsgD-regulated biofilm system responds differently to regulatory inputs once it is activated. Notably, the CsgD system became unresponsive to repression by Cpx and H-NS in high osmolarity conditions and less responsive to the addition of amino acids. Temperature-mediated regulation of csgD on agar was altered by intracellular levels of RpoS and cyclic-di-GMP. In contrast, the addition of glucose repressed CsgD biofilms seemingly independent of other signals. Understanding the fine-tuned regulation of csgD can help us to piece together how regulation occurs in natural environments, knowing that all Salmonella strains face strong selection pressures both within and outside their hosts. Ultimately, we can use this information to better control Salmonella and develop strategies to break the transmission cycle.
Keywords: biofilm, Salmonella, CsgD, curli, cellulose, CpxR
1. Introduction
Salmonella enterica strains that cause gastroenteritis and typhoid fever were recently ranked first and second in terms of global disease impact (i.e., disability adjusted life years) among 22 of the most common food borne pathogens [1]. S. enterica strains are distributed within >2000 serovars, with yearly estimates of approximately 94 million cases of gastroenteritis [2] and 21 million cases of typhoid fever worldwide [3]. The serovars associated with typhoid fever (i.e., Typhi, Paratyphi and few others [4]) consist of human-restricted strains and are collectively referred to as typhoidal Salmonella (TS). The serovars associated with gastroenteritis (i.e., Typhimurium, Enteritidis and >1600 others) consist of host-generalist strains and are collectively referred to as nontyphoidal Salmonella (NTS) [5]. NTS outbreaks are relatively common occurrences and are often linked to the consumption of contaminated food produce, such as poultry [6,7], fruits, vegetables [8,9] and processed foods [10]. In general, NTS strains have a remarkable ability to persist and survive in harsh conditions, including extremes of drying and nutrient limitation [11,12,13].
The majority of NTS strains can form biofilms, a specialized physiology that is characterized by multicellular aggregation, long-term survival, and resistance. Biofilm formation has been linked to Salmonella persistence on food surfaces, plants, and other produce, and is thought to provide protection during food processing [14,15,16]. Aside from the food-borne aspects, biofilm formation is hypothesized to be an integral part of the life cycle of gastroenteritis-causing Salmonella strains, by ensuring long-term survival of cells as they cycle between hosts and the environment [14,17]. We have speculated that biofilms are connected to the host generalist lifestyle since the environment (soil and water) would be a common collecting point for multiple host species. In contrast, there is widespread loss of biofilm formation in TS strains and other more invasive strains, such as the specialized NTS strains associated with human bloodstream infections in sub-Saharan Africa [18,19], although TS produce alternative biofilms on gallstones inside human carriers [20]. There are multiple selection pressures acting on biofilm formation in diverse Salmonella strains. In short, biofilms are thought to represent the most dominant form of bacterial life on the planet and understanding the regulation of this specialized physiology is important.
Biofilm-forming strains of S. enterica can be identified by the production of distinct rdar (red, dry and rough) morphotype colonies when grown on agar-containing media supplemented with the dye Congo red. Cells within the colony are held together by curli fimbriae for short-range interactions and cellulose for long-range interactions [12,21,22]. In addition, other polymers are part of the extracellular biofilm matrix, including polysaccharides (i.e., O-Ag capsule, colanic acid and cellulose) proteins (i.e., BapA, curli, and flagella), lipopolysaccharides and DNA [8,23]. Curli, cellulose and the biofilm matrix impart survival and persistence properties on cells within the biofilm [12,13,14]. It is not known if the survival traits are specific to the polymers themselves or are emergent properties associated with cells entering a unique physiological state [24,25,26]. Perhaps the microenvironments generated within a biofilm are responsible for the adaptations, heterogeneity and cellular differentiation observed during biofilm formation [27,28].
In Salmonella, regulation of curli, cellulose and other polymers is coordinated through CsgD, the main transcriptional controller of biofilms. The activation of CsgD in vitro has been well-defined, with growth conditions of low osmolarity, lower temperatures and limiting nutrients necessary to activate csgD transcription [29]. Expression of csgD is repressed tightly at early stages of growth but is induced up to 370-fold when cells enter the stationary phase of growth [30]. The same general principles apply in E. coli, which shares the CsgD, curli, and cellulose biofilm components [31]. In the stationary phase of growth, cell density in the culture is high, nutrients become limiting and cells express the alternative sigma factor RpoS [32]. RpoS controls the general stress response [33] and selectively transcribes csgD [34,35]. The effects of osmolarity are mediated through the EnvZ/OmpR and CpxA/CpxR two-component signal transduction systems [36]. In low osmolarity, low levels of phosphorylated OmpR bind to a high-affinity binding site −50.5 bp upstream of the csgD transcription start sites, which activates csgD transcription [37]. In high osmolarity, transcription is repressed through binding of phosphorylated CpxR to multiple sites on the csgD promoter [36], as well as phosphorylated OmpR binding to a low-affinity site in the csgD promoter [38]. We realized that the complex regulatory network behind csgD activation [8] was even more dynamic when it was discovered that CsgD was produced in a bistable manner [39,40,41]. Biofilm cells are maintained in a CsgD-ON state due to a predicted feed-forward loop consisting of RpoS, CsgD and IraP, a protein that stabilizes RpoS [35,42]. The remaining single cells are in a CsgD-OFF state and express several important virulence factors [14]. The connection between persistence and virulence during biofilm formation brings into question the hierarchical regulation of this process, as well as determining how individual cells become activated and remain in their CsgD-ON or -OFF states.
The regulation of Salmonella biofilms is also strongly influenced by the intracellular levels of the second messenger, cyclic-di-GMP (c-di-GMP). It is synthesized from two guanosine 5′-triphosphate molecules by diguanylate cyclases (DGCs) and degraded by specific phosphodiesterases (PDEs). In general, high levels of c-di-GMP are associated with biofilm formation, sessility and persistence, and low levels of c-di-GMP are associated with motility and virulence [43]. The change in c-di-GMP levels in S. enterica is controlled by the enzymatic activity of 17 different DGCs and PDEs. For biofilms, the cellulose synthase enzyme, BcsA, is allosterically activated by c-di-GMP that is produced by AdrA, a DGC that is transcriptionally activated by CsgD. Expression of CsgD itself is influenced by c-di-GMP synthesis and breakdown by a network of DGC and PDE enzymes [44]. The importance of c-di-GMP regulation is underscored by the observation that S. enterica isolates that are defective in the production of DGCs are both avirulent and unable to form biofilms [45].
In this manuscript, we analyzed the regulation of csgD transcription and the activity of CsgD through activation of curli biosynthesis (csgBAC) and cellulose production (adrA). We examined the response to different environmental signals (i.e., temperature, osmolarity, nutrients) and discovered that there is a hierarchy of regulation. These environmental signals were selected because their effects on csgD expression before induction have been well established and we hypothesize that these conditions would be encountered during food processing and in both host and non-host environments. We established that the CsgD system responds differently or not at all to known regulatory inputs once it has been activated. This is similar to some dedicated, point of no return processes, such as sporulation in Bacillus subtilis [46]; however, we show that the CsgD system can be reversed by other signals, such as glucose. The implications for the Salmonella lifecycle are discussed.
2. Materials and Methods
2.1. Bacterial Strains, Media, and Growth Conditions
The bacterial strains used in this study are listed in Table 1. For standard growth, strains were inoculated from frozen stocks onto LB agar (lysogeny broth, 1% NaCl, 1.5% agar) supplemented with appropriate antibiotic (50 µg mL−1 kanamycin (Kan), or 5 µg mL−1 tetracycline (Tet)) and grown overnight at 37 °C. Isolated colonies were used to inoculate 5 mL LB broth and the culture was incubated for 18 h at 37 °C with agitation at 200 RPM.
Table 1.
Strains or Plasmids | Genotype | Reference |
---|---|---|
Strains | ||
Salmonella enterica subsp. enterica serovar Typhimurium | ||
14028 | Wild-type strain | ATCC |
14028 ∆cpxR | Deletion of cpxR | This study |
14028 ∆iraP | Deletion of iraP | This study |
14028 ∆rpoS | Deletion of rpoS | [12] |
Plasmids | ||
pCS26, pU220 | Bacterial luciferase | [47] |
pCS26-stm1987::luxCDABE | stm1987 promoter | This study |
pU220-cpxP::luxCDABE | cpxP promoter | This study |
pU220-csgD::luxCDABE | csgDEFG promoter | [12] |
pCS26-csgB::luxCDABE | csgBAC promoter | [12] |
pCS26-adrA::luxCDABE | adrA promoter | [12] |
pBR322 | ||
pBR322/stm1987 | stm1987^14028 | This study |
pBR322/yhjH | yhjH^14028 | This study |
pACYC184 | ||
pACYC/rpoS | rpoS^14028 | [48] |
For analysis of colony morphology and gene expression, 4 µl of overnight culture was spotted on 1% tryptone agar supplemented with 0.2% freshly made glucose, 25 mM salt or 100 mM salt (agar supplemented with glucose were used within 24 h). Plates were incubated at 28 °C or 37 °C for two days. Visible and luminescence images were captured with a spectrum CT in vivo imaging system (PerkinElmer, Waltham, MA, USA).
2.2. Generation of S. typhimurium 14028 Mutant Strains
Lambda red recombination [49] was used to generate ∆cpxR and ∆iraP S. Typhimurium mutant strains. Primers containing 50-nuclelotide sequences on either side of cpxR or iraP (Table 2) were used to amplify the cat gene from pKD3 using Phusion high-fidelity DNA polymerase (New England Bio-Labs, Ipswich, MA, USA). The PCR products were solution purified and electroporated into S. Typhimurium 14028 cells containing pKD46. Mutants were first selected by growth at 37 °C on LB agar supplemented with 10 µg ml−1 chloramphenicol (Cam) before streaking onto LB agar containing 34 µg ml−1 Cam. PCR primers upstream and downstream of cpxR or iraP (Table 2) were used to amplify sequence from the genome of mutant S. typhimurium 14028 strains and verify loss of the corresponding open reading frames. The ΔcpxR or ΔiraP mutations were moved into a clean S. typhimurium strain background with P22 phage [50]. The cat gene was resolved from the chromosome using pCP20 [49].
Table 2.
Primer | Sequence (5′–3′) a | Purpose |
---|---|---|
cpxRko sense | AAGATGCGCGCGGTTAAACTTCCTATCATGAAGCGGAAACCATCAGATAGGTGTAGGCTGGAGCTGCTTC | To amplify cat gene product from pKD3 to generate ∆cpxR strain by lambda red recombination |
cpxRko antisense | CCTGTTAGTTGATGATGACCGAGAGCTGACTTCCCTGTTAAAAGAGCTCCCCTCCTTAGTTCCTATTCCG | |
cpxR ver F | CCAGCATTAGCACCAGCGCC | To confirm the deletion of cpxR from S. typhimurium 14028 |
cpxR ver R | TCTGCCTCGGAGGTACGTAAACA | |
cpxR1 | GCCCTCGAGGTAACTTTGCGCATCGCTTG | To amplify the cpxR and cpxP promoter regions from S. typhimurium 14028 |
cpxR2 | GCCGGATCCTTCATTGTTTACGTACCTCCG | |
iraPko sense | GGCAGTGGTTCTTCATAGTGATAACGTCACCCTGGAACTAATAAGGAAATGTGTAGGCTGTAGCTGCTTC | To amplify cat gene product from pKD3 to generate ∆iraP strain by lambda red recombination |
iraPko antisense | TGTTATTTCATAAAAGTAACGTTATAACAACTGTGTTGTTTTAAATACGACCTCCTTAGTTCCTATTCCG | |
iraPko-detect1 iraPko-detect2 |
CAAAAAGCGAAAGGCCAATA TAGCACCATCCTTTTGTCAG |
To confirm the deletion of iraP from S. typhimurium 14028 |
STM14_2408for1 | GATCCTCGAGAAATTCGCGGTGTTTCGCAC | To amplify the stm1987 promoter region from S. typhimurium 14028 |
STM14_2408rev2 | GATCGGATCCCTAACAGTGTTTCGTGCGGC | |
STM1987forEco | GATCGAATTCAAACGGTGTTTCGCAC | To amplify stm1987 with native promoter region from S. typhimurium 14028 |
STM1987revAatII | GATCGACGTCGGACTATTTCTTTTCCCGCT | |
yhjHforEco | GATCGAATTCTTGACAAGTTTCGGGGGCTG | To amplify yhjH with native promoter region from S. typhimurium 14028 |
yhjHrevAatll | GATCGACGTCGTATTACGGGAACAGTCTGG | |
pZE05 | CCAGCTGGCAATTCCGA | Used to verify promoter fusions to luxCDABE |
pZE06 | AATCATCACTTTCGGGAA |
a Nucleotide sequences corresponding to restriction enzyme sites are underlined.
2.3. Generation of Bacterial Luciferase Reporters and Other Plasmid Vectors
Luciferase fusion reporter plasmids containing the promoters of csgDEFG, csgBAC and adrA have been previously described [12]. The cpxP reporter plasmid was generated to monitor the levels of CpxA/CpxR activation within the cell. The intergenic region containing the cpxR and cpxP promoter sequences was PCR amplified from S. Typhimurium 14028 using primers cpxR1 and cpxR2 (Table 2) and Phusion high-fidelity DNA polymerase (New England BioLabs, Ipswich, MA, USA). The resulting PCR product was purified, sequentially digested with XhoI and BamHI, and ligated (in the cpxP direction) using T4 DNA ligase (New England BioLabs, Ipswich, MA, USA) into pU220 digested with XhoI and BamHI. The stm1987 luciferase reporter plasmid was generated similarly using primers STM14_2408for1 and STM14_2408rev2 (Table 2), with cloning into pCS26. PCR screening with primers pZE05 and pZE06 was used to verify the successful fusion of promoter regions to luxCDABE.
For plasmid-based overexpression of cyclic-di-GMP related enzymes, fragments containing stm1987 and yhjH genes with their native promoters were PCR amplified from S. typhimurium 14028 gDNA using Phusion high-fidelity DNA polymerase and appropriate primers (Table 2). Resulting PCR products were purified, digested with EcoRI and AatII, and ligated using T4 DNA ligase into EcoRI/AatII-digested pBR322. The pACYC-rpoS plasmid vector has previously been described [48]. Reporter plasmids and overexpression plasmids were co-transformed into S. typhimurium strains by electroporation and selected by growth at 37 °C on LB agar supplemented with 50 µg mL−1 Kan (pCS26) and 10 µg mL−1 Tet (pBR322 or pACYC).
2.4. Luciferase Reporter Assays
96-well bioluminescence assays were performed with S. Typhimurium luciferase reporter strains. Overnight cultures were diluted 1 in 600 into individual wells of black, clear bottom 96-well plates (9520 Costar; Corning Life Sciences, Tewksbury, MA, USA) containing 150 µL of 1% tryptone broth supplemented with 50 µg mL−1 of kanamycin (Kan). When noted, media was supplemented before growth with NaCl (25,150 mM), sucrose (50,150 mM), CuCl2 (1 mM), casamino acids (12%) or individual amino acids (15 mM) to the final concentrations as indicated. For the addition of media supplements during growth, cells were inoculated into 135 µL of media and grown for 18 h at 28 °C before supplements were added as 15 µL aliquots to the appropriate wells. This included glucose ranging from 25–150 mM. To minimize evaporation of the media during the assays, cultures were overlaid with 50 µL of mineral oil per well. Cultures were assayed for absorbance (600 nm, 0.1 s) and luminescence (1s; in counts per second (CPS)) every 30 min during growth at 28 °C with agitation in a Victor X3 multilabel plate reader (Perkin-Elmer, Waltham, MA, USA).
3. Results
3.1. Osmolarity Has No Effect Once csgD Transcription Is Activated
Osmolarity is a key regulatory factor for Salmonella biofilm formation in vitro [29,51]. In the presence of high concentrations of NaCl, csgD transcription is abolished [52]. In E. coli, this repression is mediated through the CpxA/R two-component system [37]. We performed transcription experiments with S. enterica serovar Typhimurium ATCC 14028 (i.e., S. typhimurium 14028). Consistent with E. coli, expression of csgD was highest in low osmolarity media (i.e., no salt) and reduced sequentially in media supplemented with increasing concentrations of NaCl (Figure 1A). Reduced csgD expression in media supplemented with 75 mM or more salt correlated with basal expression of csgBAC (curli biosynthesis) and adrA (cellulose biosynthesis) (Figure 1B,C). To gauge the activity of the CpxA/R system, and its potential role in repression, we monitored expression of cpxP, a known regulatory target of CpxR [53]. Expression of cpxP was highest in media supplemented with 150 mM NaCl (Figure 1D), which was inversely correlated with csgD expression levels. This was consistent with CpxR-mediated repression of csgD transcription.
Regulation of csgD expression via the CpxA/R system is thought to be a dynamic process involving surface-sensing and feedback during curli production [36,54]. Therefore, we performed experiments where salt was added to growing cultures after 18 h of growth, rather than being premixed into the media before growth. At 18 h of growth, csgD expression level is rapidly increasing and csgBAC and adrA expression are just beginning to increase [26]. Under these conditions, csgD expression did not change when increasing concentrations of salt were added during growth; the expression curves were nearly superimposable regardless of the amount of salt added (Figure 1E). Expression of csgBAC was also not inhibited by the addition of salt and was actually increased at high salt concentrations (Figure 1F). For adrA, mild repression was observed, but expression was well above background levels, even in the presence of 150 mM salt (Figure 1G). cpxP expression, on the other hand, was similar to the premixed experiments, with highest expression in the 150 mM salt media and lowest expression in non-supplemented media (Figure 1H). These results indicated that the Cpx system was activated by the addition of salt during growth but was no longer causing repression of csgD transcription and the downstream genes involved in curli and cellulose production.
3.2. Repressive Effect of CpxR on csgD Transcription Is Alleviated During Growth
To examine the effects of Cpx-mediated repression of csgD transcription in more detail, we monitored gene expression in a ΔcpxR mutant background. The Cpx system can be activated by high concentrations of metals and a variety of other signals, with each thought to represent a form of periplasmic stress [54,55]. Growth of S. typhimurium 14028 in media supplemented with 1 mM copper chloride resulted in activation of the Cpx system, as measured by an increase in cpxP expression (Figure 2A, + inducer). As expected, cpxP expression was off in the ΔcpxR strain background (Figure 2A, red line). In the presence of copper chloride, csgD expression reached high levels, similarly to when in the presence of non-supplemented media (Figure 2B). There was also a slight increase in the ΔcpxR strain, which was consistent with CpxR being a repressor of csgD transcription. This effect was more pronounced for csgBAC, as expression was approximately four times higher in the ΔcpxR strain (Figure 2C). We performed the same experiment with the addition of copper chloride after 18 h of growth. The Cpx system was activated normally, as shown by elevated cpxP expression levels in the presence of the inducer (Figure 2D). However, expression of csgDEFG and csgBAC was unchanged in the ΔcpxR mutant strain, showing no evidence of CpxR-mediated repression (Figure 2E,F). This indicated that once the csgD network was activated, the system was unresponsive to CpxR.
We also measured biofilm gene expression after the addition of sucrose (Figure 3). In E. coli, sucrose has been shown to repress csgD transcription, due to the activity of H-NS [36]. Sucrose is also a cleaner measure of osmolarity because unlike salt, it does not result in a change of ionic strength. In general, the csgDEFG, csgBAC and adrA expression profiles were consistent with what was measured in response to salt addition. When sucrose was added to the media before growth, significant repression was observed for all three promoters (Figure 3A–C). However, when sucrose was added to growing cultures at 18 h, there was no repression measured (Figure 3E–G). The addition of sucrose had minimal effect on cpxP expression (Figure 3D,H), and, therefore, did not appear to engage the CpxR/A system, similar to what was observed in E. coli [36]. These results indicated that the S. typhimurium csgD biofilm network is not influenced by changes in osmolarity after it has been activated. Moreover, this appears to be a general effect that is not restricted to repression by the Cpx system.
3.3. Temperature and Glucose Repress csgD Expression
The idea that the biofilm system can become unresponsive to known regulatory inputs once it is activated fits with one of the hallmarks of a bistable gene expression system, in that a proportion of cells can remain activated even when the inducer is absent [56]. There are other bacterial physiologies, such as sporulation, where the cellular differentiation process is irreversible [46]. The csgD biofilm network has been shown to have bistable expression [40,42]. We wondered if the response we had observed with osmolarity was representative of a non-reversible system.
In most Salmonella and E. coli strains, csgD expression and biofilm formation is activated at temperatures below 30 °C and repressed at higher temperatures [52]. There are strains that produce biofilms at higher temperatures (i.e., 37 °C), but these typically possess single nucleotide polymorphisms in the csgD promoter region that allows for disregulated expression [50,52,57,58]. We tested whether increased temperature could shut off activated biofilm gene expression by first growing cells at 28 °C for 18 h and then shifting the temperature to 30, 32, 35, or 37 °C. At 30 °C or 32 °C, there was a measurable drop in csgDEFG, csgBAC and adrA expression, but it was still above background levels (Figure 4A–C). However, a temperature shift above 32 °C reduced gene expression to baseline levels (Figure 4A–C). This showed that high temperature was able to override the activation of csgD and biofilm related genes.
Glucose is another powerful repressor of csgD expression and biofilm formation in vitro [26,59]. For S. typhimurium, the addition of glucose to growing cultures at 18 h rapidly abolished csgDEFG (Figure 4D), csgBAC (Figure 4E) and adrA (Figure 4F) expression, even at the lowest added concentration of 25 mM. We tested lower concentrations of glucose and found that in each case, csgD transcription was immediately repressed but was restored at later timepoints, presumably when all glucose was metabolized. This showed that glucose was a powerful repressive signal. Together, these experiments showed that activation of the S. Typhimurium csgD biofilm network is a reversible process and suggested the existence of a regulatory hierarchy.
3.4. Effect of Casamino Acids on Biofilm Formation
Expression of csgD is known to be activated once cells reach a critical density and nutrients start to run out [30]. Since 1% tryptone is primarily an amino acid-based media [60], we speculated that the addition of amino acids would reduce or delay expression of csgD and other biofilm genes. Casamino acids (CAA) are a complex mixture of amino acids and small peptides that are used for nutritional investigations of bacterial growth. The addition of CAA to the medium prior to S. Typhimurium growth reduced csgDEFG expression approximately 15-fold in the presence of 0.5, 1.0 or 2.0% CAA (Figure 5A). csgBAC and adrA expression dropped to near baseline levels when CAA was added at the beginning of growth (Figure 5B,C). The addition of CAA to growing S. typhimurium 14028 cultures also reduced the expression of all three promoters, but in a more dose-dependent manner. Expression of csgDEFG was reduced to ~75%, 50% and 25% of initial levels after the addition of 0.5% CAA, 1.0% CAA and 2% CAA, respectively (Figure 5D). Expression of csgBAC was reduced after the addition of 0.5% or 1.0% CAA, but the promoter was still considered active, whereas expression returned to baseline after the addition of 2.0% CAA (Figure 5E). adrA expression returned to near baseline levels, even with the addition of 0.5% CAA (Figure 5F). These experiments demonstrated that there is a metabolic feedback into csgD expression and that the system responds differently once it has been activated.
3.5. Differing Effects of Individual Amino Acids on csgD Gene Expression
We wanted to test how individual amino acids contributed to the repression of biofilm gene expression caused by CAA. We measured csgBAC expression i.e., curli production) as a proxy for biofilm formation and as readout for CsgD activity. Only Asn, Pro and Arg had a direct repressive effect on csgBAC expression when added individually (Figure 6A; blue bars). The expression curves were lower for the entirety of growth (Figure 6B). Six amino acids had no significant effect (Figure 6A, grey bars; examples in 6C) and seven amino acids caused an increase in expression (Figure 6A, pink bars). The addition of Gly and Thr yielded an approximately three-fold boost to csgBAC expression (Figure 6D), which was unexpected. These results indicated that the repression caused by CAA must have been due to the cumulative effect of multiple amino acids.
When individual amino acids were added to S. Typhimurium cultures after 18 h of growth, the effects on csgBAC expression were not predictable based on their previous groupings (Figure 6E; see color distribution). No amino acids caused a decrease in expression, and some that were repressive when added before growth (i.e., Arg, Pro), now caused a significant boost in expression (Figure 6E,F). Eight amino acids had no signficant difference from the water control (Figure 6G, Lys, Ser). Val, Ala, Gln and Thr led to increased csgBAC expression when added before or during growth, suggesting that these amino acids have a positive effect on curli fimbriae synthesis. Glycine, on the other hand, had no significant effect when added during growth (Figure 6H). Overall, we could not explain the differing effects of individual amino acids when added during growth. However, the results were consistent with our previous observation that the S. typhimurium biofilm network responds differently to regulatory inputs after the csgD network has been activated.
3.6. Regulation of Rdar Morphotype on Agar-Containing Media
In the bistable expression of CsgD, the proportion of cells in the “ON” state is thought to be maintained by a feed-forward loop consisting of RpoS, the stationary phase sigma factor that controls csgD transcription, IraP, a protein that stabilizes RpoS, and CsgD itself [35,42]. In addition, csgD expression and CsgD activity can be influenced by the bacterial secondary messenger, cyclic-di-GMP (c-di-GMP) [44]. We wanted to investigate how these additional regulatory components influenced metabolic control of the S. typhimurium biofilm regulatory network. Strains were grown at 28 °C or 37 °C on 1% tryptone agar, with different components added to the media. To modulate intracellular c-di-GMP levels, strains were transformed with plasmids over-expressing stm1987, encoding a DGC enzyme that generates c-di-GMP, or yhjH, encoding a PDE enzyme that breaks down c-di-GMP. To analyze the proposed feed-forward loop, we utilized a plasmid over-expressing RpoS and measured gene expression in ΔrpoS and ΔiraP strains. Each strain was transformed with a luciferase reporter plasmid so that we could visualize csgBAC expression.
The vector-only S. Typhimurium 14028 control strain displayed robust light production at 28 °C, with faint csgBAC signals also observed in the presence of 25mM salt (Figure 7, vector). Over-expression of rpoS appeared to elevate csgBAC expression under most conditions, including in the presence of salt and at 37 °C (Figure 7, rpoS). The importance of RpoS was emphasized in that the ΔrpoS strain had no visible csgBAC expression under all tested conditions, unless it was co-transformed with pACYC/rpoS (Figure 7; 28 °C ΔrpoS). A strong stimulatory effect was also caused by over-expression of stm1987, which allowed for robust csgBAC expression and biofilm colony morphology under most conditions (Figure 7, stm1987). The strain transformed with pBR322/stm1987 was the only one to have detectable csgBAC expression at 37 °C in the presence of 25 mM salt (Figure 7). This indicated that elevated levels of c-di-GMP may be enough to overcome temperature-based repression of csgBAC. Emphasizing the importance of c-di-GMP, the expression of yhjH was sufficient to abolish csgBAC expression at 28 °C (Figure 7, yhjH), as well as in all other tested conditions. In contrast, deletion of iraP appeared to have little effect on csgBAC expression, with only a mild reduction observed at 28 °C (Figure 7, iraP). Finally, the presence of glucose in the media abolished csgBAC expression in all strain and plasmid combinations (Figure 7, 0.2% Glc). This experiment indicated that increased levels of RpoS and c-di-GMP could partially overcome some csgBAC repression, and that glucose was perhaps the most powerful metabolic signal feeding into the S. typhimurium csgD regulatory network.
4. Discussion
Biofilm formation is subject to tight and complex regulation through transcription factor CsgD. In S. Typhimurium, the intergenic region between divergent csgDEFG and csgBAC operons is among the longest non-coding region with 582 bp, which allows for a highly sophisticated signaling network. CsgD expression is regulated at the transcriptional, post transcriptional, translational and post translation level, in response to a variety of external and internal signals [8]. In this study we show that once activated, the CsgD biofilm network responds differently to metabolic inputs.
The ability of S. enterica strains to form biofilms is thought to be critical for the success of Salmonella as pathogens, particularly for gastroenteritis-causing strains [14]. With bistability of CsgD synthesis resulting in distinct cell types—multicellular aggregates associated with persistence (CsgD-ON), and single cells associated with virulence (CsgD-OFF) [42]—there is a need to have a flexible and dynamic response. We speculated that this phenotypic heterogeneity was a form of bet-hedging. A bet-hedging strategy ensures that at least one group of cells will be more adapted for a specific set of conditions that is encountered [61]. For some bacterial processes, such as sporulation, the advantage of the sporulating cell is obvious; however, for the non-sporulating cells, the advantage lies in being capable of more rapid growth when an influx of new nutrients occurs [62]. For Salmonella, there is a lot of energy devoted to generating the polymers associated with biofilm aggregates [26,63]; in the virulent, single cell group, synthesis of the type three secretion apparatus also requires a significant outlay of energy [64]. This type of population split makes the most sense in response to the unpredictability of transmission [65] or perhaps for modulating host–pathogen interactions, as observed for Vibrio cholerae [66]. We analyzed regulation before csgD activation, which has been tested before in S. typhimurium and E. coli and generally had the expected results, and compared this to regulation after csgD activation, which to our knowledge has not been tested before. We observed that csgD transcription and activation of downstream biofilm components was no longer repressed by increased osmolarity, and that the response to nutrient addition was also different, either as individual amino acids or a set of pooled amino acids. In contrast, the addition of glucose and temperatures above 32 °C rapidly repressed csgD, csgB and adrA expression even after induction. We approached these experiments from the point of view of biofilm formation as a developmental process [67,68], and our results show that CsgD biofilm formation is reversible, but can also be viewed as irreversible, depending on the signal. Our results, therefore, suggest the existence of a regulatory hierarchy among external signals that regulate biofilm formation.
For osmolarity, it has been well established that the optimal conditions for csgD expression and rdar biofilm formation in vitro include low osmolarity [51,52,69]. Key transcription factors have been identified (i.e., OmpR, CpxR, H-NS, MlrA and others) and binding within the csgD promoter region has been characterized [29,36,37,70,71]. Yet, there are still some intriguing aspects; for example, S. enterica biofilm cells produce high levels of osmoprotectants even when growing in low osmolarity conditions [26]. To explain the accumulation of osmoprotectants, we hypothesized that there could be high osmolarity microenvironments created within biofilms due to nutrient and ion trapping by the extracellular matrix [25,72]. The presence of hyperosmolar environments was recently observed with E. coli biofilms [73]. Our experiments show that once CsgD has activated downstream target genes (i.e., csgBAC (curli) and adrA (cellulose), transcription of all units becomes unresponsive to increases in osmolarity. This was specific to the CpxR/A two-component system in high salt conditions and by activating CpxR in ways that are not expected to significantly a change in osmolarity (i.e., metal stress) [55]. There has been some recent controversy about the role of CpxR in surface sensing or adhesion [74], but it is a well-established regulator of csgD [75]. The osmolarity effect was also general, as similar gene expression patterns were observed after the addition of sucrose, which was shown to repress csgD transcription in E. coli by acting through H-NS [36]. In our experiments, the CpxR/A system was not activated by the addition of sucrose, therefore, we assume that the same H-NS-mediated signaling occurs in Salmonella. To explain the results with csgD, it is possible that the presence of osmoprotectants produced early on during biofilm formation could mute the signaling effects associated with high external osmolarity [76]. Although we have shown that several osmoprotectant-associated genes are produced in time with csgBAC and adrA [26], we do not know the detailed time course for the appearance of the molecules themselves. The biological relevance for a lack of response to increased osmolarity is not clear, however, a recent paper described a real-world scenario where such a characteristic could be favored. Grinberg et al. 2019 [77] demonstrated that bacterial aggregates have enhanced survival on the surfaces of leaves in microdroplets that are not visible to the naked eye. As liquid evaporates from the leaf surfaces, solutes become concentrated and the microdroplets become hyperosmolar solutions. One could envision S. enterica biofilm aggregates surviving well in this scenario due to their stress-resistance adaptations and the altered csgD regulatory program identified here. We hypothesize that these microdroplets represent an environment where biofilms, and presumably biofilm-forming strains, would be favored over individual cells that do not aggregate together or strains that do not form biofilms.
Nutrient limitation was one of the first activating signals identified for csgD transcription [30,51]. In 1% tryptone or lysogeny broth, which are predominantly comprised of amino acids [60], csgD transcription occurs when cell density increases and cells start to run out of nutrients [8,63]. While this was initially attributed to phosphate and nitrogen depletion [30], we tested if supplementation with additional amino acids would delay or prevent activation of csgD transcription. When amino acids were added together (i.e., casamino acids), the transcription of csgD and downstream biofilm genes was delayed for almost the entire 70-h growth period, well after high cell densities were reached. When CAA were added during growth, csgD expression was shifted down in a dose-dependent manner. This showed that after induction, csgD expression was still responsive to negative regulation by CAA. The dose response could represent a subpopulation of S. typhimurium cells that retain metabolic flexibility [78] and are able to shift their metabolism away from biofilm formation. Based on the results with CAA, we predicted that individual amino acids might also have a repressive effect on biofilm formation. We measured the expression of the curli biosynthesis operon (i.e., csgBAC), a direct target of CsgD. Only Asn, Pro and Arg reduced csgB expression when added before growth, while Ile, Val, Gln, Met, Ala, Thr and Gly all increased expression. This indicated that the repression observed with CAA was the cumulative effect of the individual amino acids, as recently observed [79]. When added during growth, Leu, Arg, His, Val, Pro, Ala, Gln and Thr increased csgB expression, and no single amino acid decreased expression. This again showed that the CsgD biofilm network responds differently once it is activated. The production of sugars from gluconeogenesis is important for biofilm formation, as S. Typhimurium strains with mutations of pckA and ppsA are unable to form biofilms [26]. PckA and PpsA are important gluconeogenic enzymes required for the synthesis of phosphoenolpyruvate (PEP). Pck catalyzes the conversion of oxaloacetate to PEP [80], while Pps catalyzes the conversion of pyruvate to PEP. Ala, Gly and Thr are gluconeogenic amino acids that enter the gluconeogenic pathway through pyruvate [81]. In support of this, Ala and Thr increased csgB expression when introduced before and during growth. Gly also increased csgB expression when added before and during growth, but the change was not statistically significant. CsgD was shown to directly stimulate Gly biosynthesis during E. coli biofilm formation [82], presumably to ensure there is enough Gly supply to produce large quantities of the major curli subunit, CsgA (i.e., 16% Gly residues). Increased csgB expression in the presence of Ala, Gly and Thr is consistent with their conversion to pyruvate contributing to gluconeogenesis. For the aromatic amino acids, due to solubility and concentration problems, we only tested Phe, which had no significant effect on csgB expression. This was unfortunate since S. enterica strains defective in aromatic amino acid biosynthesis are unable to form biofilms [83], and tryptophan has been shown to have an important role in S. Typhimurium biofilms [84]. Tryptophan was also not present in CAA, as it is destroyed during the acid hydrolysis process [85]. More research is needed to understand the impact of individual amino acids on csgD expression.
Glucose was the most powerful external signal tested in our experiments. Under all growth conditions, the presence of exogenous glucose completely repressed the transcription of csgD, csgB and adrA. Expression of csgD was repressed in the presence of glucose even when rpoS was over-expressed from a plasmid or when levels of c-di-GMP were enhanced due to STM1987 activity. In the initial paper on carbon source foraging [86], the presence of glucose had a streamlining effect on the metabolism of E. coli when compared with growth on lower-quality carbon sources. This study was a genome-wide illustration of carbon catabolite repression [87], where growth on optimal carbon sources occurs first and genes for the metabolism of other carbon sources are repressed, usually acting through cyclic AMP (cAMP) and cAMP receptor proteins (CRP). Glucose had a repressive effect on biofilm formation in both S. Typhimurium and E. coli [12,59,79,88], however how the regulation is mediated is reported to be the opposite. High levels of cAMP repress csgD transcription in S. Typhimurium [79], but stimulate csgD transcription in E. coli [88]. It was also initially reported in S. Typhimurium that cAMP/CRP had no effect on csgD transcription [30]. It is hard to believe that the conserved divergent csgDEFG and csgBAC operons [89], biofilm networks and large intergenic region are capable of having opposite regulation in S. Typhimurium and E. coli. However, as pointed out by Hufnagel et al. [88], E. coli and S. Typhimurium have different evolutionary histories, hence could have differing regulatory responses to glucose. Another important aspect of cAMP/CRP regulation and glucose metabolism pertains to the quality of nitrogen source available [90], making this complex regulatory network in need of further study. It should be noted that the repressive effect of glucose did not change according to whether csgD transcription was activated or not, which was in contrast to the other nutritional signals that we tested.
The effects of temperature and c-di-GMP on csgD transcription were also evaluated. Temperature was one of the first conditions identified to regulate biofilm formation [50,52]. Activation at temperatures below 30 °C is known to represent RpoS-dependent transcription of csgD. S. enterica strains with csgD promoter mutations can alleviate temperature-based repression by shifting transcription to be RpoD-dependent [51,52]. This may be a way for natural rpoS mutant strains to retain the ability to form biofilms, as there are always a few isolates within natural collections that display temperature-independent biofilm formation [12,21,50]. Temperature was able to shut off the biofilm network even after csgD was activated, proving that it is also a strong regulatory signal. S. typhimurium biofilm colonies were only formed at 37 °C if c-di-GMP levels were enhanced by stm1987 overexpression, with partial restoration if rpoS was overexpressed. Although these conditions are somewhat artificial, the c-di-GMP regulatory principles could be an important observation. We recently discovered that curli can be synthesized by S. typhimurium during murine infections, with csgD transcription activated at 37 °C in vivo [91]. It is also of note that iron limitation [52] and exposure to bile [92] can alleviate temperature-based repression of csgD transcription. Finally, expression of the c-di-GMP-degrading enzyme, YhjH (or STM3611), was enough to repress csgD expression in all tested conditions, which is similar to previous observations [93,94].
5. Conclusions
We have started to dissect the external signal hierarchy that regulates csgD transcription and CsgD-mediated biofilm formation in S. enterica. Most significantly, we identified differences in the regulatory responses based on whether or not csgD was activated before being exposed to a signal. These findings are summarized in Figure 8A,B. We hypothesize that the differences upon activation are related to the bistable expression of CsgD [40,42], similar to dedicated processes in other bacterial species. Even seemingly well-understood processes, such as diauxie—the switching of E. coli growth between two carbon sources—is subject to heterogeneity, as one sub-population of cells ceases growth once glucose has been exhausted, while the other subpopulation begins to grow on the second carbon source without delay [78]. The diauxic behavior was originally interpreted as the whole population of cells stopping growth during a transition period before starting growth on the second carbon source [95]. We hypothesize that many of the csgD regulatory elements that we have examined here are consistent between S. Typhimurium and E. coli [41], with some notable differences. With respect to phenotypic heterogeneity, we may only fully understand biofilm regulation once we are able to examine the fate of individual cells [27].
Acknowledgments
The authors would like to thank Tracy Raivio for helpful discussions about the Cpx system, Neil Rawlyk for assisting in experimental design and methodology, and Sylvia van den Hurk for use of her Victor multilable plate reader.
Author Contributions
Conceptualization, A.P.W., L.L.W., Y.W.; methodology, A.P.W.; formal analysis, A.S.S., L.L.W., A.P.W.; investigation, A.S.S., E.G.H., M.M., T.S.D., L.L.W., K.D.M., G.M.J., N.J.H., D.J.H., Y.W.; resources, A.P.W.; data curation, A.S.S., A.P.W.; writing—original draft preparation, A.S.S., L.L.W., A.P.W.; writing—review and editing, A.P.W., A.S.S.; supervision, A.P.W.; project administration, A.P.W.; funding acquisition, A.P.W. All authors have read and agreed to the published version of the manuscript.
Funding
This research was supported by Natural Sciences and Engineering Research Council (NSERC) Discovery grants to A.P.W. (Grant #2017-05737 to A.P.W.; Alexander Graham Bell Canada Graduate Scholarship to K.D.M.; Undergraduate Research Award to E.G.H.), the Jarislowsky Chair in Biotechnology (A.P.W.), Saskatchewan Health Research Foundation (3866 to K.D.M.); the University of Saskatchewan (Graduate research fellowship to A.S.S; Biomedical Research Award to D.J.H., Postdoctoral Research Award from the Saskatchewan Health Research Foundation to Y.W.). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
References
- 1.Kirk M.D., Pires S.M., Black R.E., Caipo M., Crump J.A., Devleesschauwer B., Döpfer D., Fazil A., Fischer-Walker C.L., Hald T., et al. Correction: World Health Organization Estimates of the Global and Regional Disease Burden of 22 Foodborne Bacterial, Protozoal, and Viral Diseases, 2010: A Data Synthesis. PloS Med. 2015;12:e1001940. doi: 10.1371/journal.pmed.1001940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Majowicz S.E., Musto J., Scallan E., Angulo F.J., Kirk M., O’Brien S.J., Jones T.F., Fazil A., Hoekstra R.M., The International Collaboration on Enteric Disease “Burden of Illness” Studies The Global Burden of Nontyphoidal Salmonella Gastroenteritis. Clin. Infect. Dis. 2010;50:882–889. doi: 10.1086/650733. [DOI] [PubMed] [Google Scholar]
- 3.Buckle G.C., Walker C.L.F., Black R.E. Typhoid fever and paratyphoid fever: Systematic review to estimate global morbidity and mortality for 2010. J. Glob. Health. 2012;2:010401. doi: 10.7189/jogh.01.010401. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.McClelland M., Sanderson K.E., Clifton S.W., Latreille P., Porwollik S., Sabo A., Meyer R., Bieri T., Ozersky P., McLellan M., et al. Comparison of genome degradation in Paratyphi A and Typhi, human-restricted serovars of Salmonella enterica that cause typhoid. Nat. Genet. 2004;36:1268–1274. doi: 10.1038/ng1470. [DOI] [PubMed] [Google Scholar]
- 5.Gal-Mor O., Boyle E.C., Grassl G.A. Same species, different diseases: How and why typhoidal and non-typhoidal Salmonella enterica serovars differ. Front. Microbiol. 2014;5:391. doi: 10.3389/fmicb.2014.00391. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Hassan R., Buuck S., Noveroske D., Medus C., Sorenson A., Laurent J., Rotstein D., Schlater L., Freiman J., Douris A., et al. Multistate Outbreak of Salmonella Infections Linked to Raw Turkey Products—United States, 2017–2019. Morb. Mortal. Wkly. Rep. 2019;68:1045–1049. doi: 10.15585/mmwr.mm6846a1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Morton V.K., Kearney A., Coleman S., Viswanathan M., Chau K., Orr A., Hexemer A. Outbreaks of Salmonella illness associated with frozen raw breaded chicken products in Canada, 2015–2019. Epidemiol. Infect. 2019;147:e254. doi: 10.1017/S0950268819001432. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Steenackers H., Hermans K., Vanderleyden J., Keersmaecker S.C.J.D. Salmonella biofilms: An overview on occurrence, structure, regulation and eradication. Food Res. Int. 2012;45:502–531. doi: 10.1016/j.foodres.2011.01.038. [DOI] [Google Scholar]
- 9.Proctor M.E., Hamacher M., Tortorello M.L., Archer J.R., Davis J.P. Multistate Outbreak of Salmonella Serovar Muenchen Infections Associated with Alfalfa Sprouts Grown from Seeds Pretreated with Calcium Hypochlorite. J. Clin. Microbiol. 2001;39:3461–3465. doi: 10.1128/JCM.39.10.3461-3465.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Werber D., Dreesman J., Feil F., van Treeck U., Fell G., Ethelberg S., Hauri A.M., Roggentin P., Prager R., Fisher I.S., et al. International outbreak of Salmonella Oranienburg due to German chocolate. BMC Infect. Dis. 2005;5:7. doi: 10.1186/1471-2334-5-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Waldner L.L., MacKenzie K.D., Köster W., White A.P. From Exit to Entry: Long-term Survival and Transmission of Salmonella. Pathogens. 2012;1:128–155. doi: 10.3390/pathogens1020128. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.White A.P., Gibson D.L., Kim W., Kay W.W., Surette M.G. Thin Aggregative Fimbriae and Cellulose Enhance Long-Term Survival and Persistence of Salmonella. J. Bacteriol. 2006;188:3219–3227. doi: 10.1128/JB.188.9.3219-3227.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Apel D., White A.P., Grassl G.A., Finlay B.B., Surette M.G. Long-term survival of Salmonella enterica serovar Typhimurium reveals an infectious state that is underrepresented on laboratory media containing bile salts. Appl. Environ. Microb. 2009;75:4923–4925. doi: 10.1128/AEM.00363-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.MacKenzie K.D., Palmer M.B., Köster W.L., White A.P. Examining the Link between Biofilm Formation and the Ability of Pathogenic Salmonella Strains to Colonize Multiple Host Species. Front. Vet. Sci. 2017;4:138. doi: 10.3389/fvets.2017.00138. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Finn S., Condell O., McClure P., Amézquita A., Fanning S. Mechanisms of survival, responses and sources of Salmonella in low-moisture environments. Front. Microbiol. 2013;4:331. doi: 10.3389/fmicb.2013.00331. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Galié S., García-Gutiérrez C., Miguélez E.M., Villar C.J., Lombó F. Biofilms in the Food Industry: Health Aspects and Control Methods. Front. Microbiol. 2018;9:898. doi: 10.3389/fmicb.2018.00898. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Winfield M.D., Groisman E.A. Role of Nonhost Environments in the Lifestyles of Salmonella and Escherichia coli. Appl. Environ. Microb. 2003;69:3687–3694. doi: 10.1128/AEM.69.7.3687-3694.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Singletary L.A., Karlinsey J.E., Libby S.J., Mooney J.P., Lokken K.L., Tsolis R.M., Byndloss M.X., Hirao L.A., Gaulke C.A., Crawford R.W., et al. Loss of Multicellular Behavior in Epidemic African Nontyphoidal Salmonella enterica Serovar Typhimurium ST313 Strain D23580. MBio. 2016;7:e02265. doi: 10.1128/mBio.02265-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.MacKenzie K.D., Wang Y., Musicha P., Hansen E.G., Palmer M.B., Herman D.J., Feasey N.A., White A.P. Parallel evolution leading to impaired biofilm formation in invasive Salmonella strains. PloS Genet. 2019;15:e1008233. doi: 10.1371/journal.pgen.1008233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Crawford R.W., Rosales-Reyes R., Ramírez-Aguilar M., Chapa-Azuela O., Alpuche-Aranda C., Gunn J.S. Gallstones play a significant role in Salmonella spp. gallbladder colonization and carriage. Proc. Natl. Acad. Sci. USA. 2010;107:4353–4358. doi: 10.1073/pnas.1000862107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Römling U., Bokranz W., Rabsch W., Zogaj X., Nimtz M., Tschäpe H. Occurrence and regulation of the multicellular morphotype in Salmonella serovars important in human disease. Int. J. Med. Microbiol. 2003;293:273–285. doi: 10.1078/1438-4221-00268. [DOI] [PubMed] [Google Scholar]
- 22.Romling U., Rohde M., Olsen A., Normark S., Reinkoster J. AgfD, the checkpoint of multicellular and aggregative behaviour in Salmonella typhimurium regulates at least two independent pathways. Mol. Microbiol. 2000;36:10–23. doi: 10.1046/j.1365-2958.2000.01822.x. [DOI] [PubMed] [Google Scholar]
- 23.Flemming H.-C., Wingender J. The biofilm matrix. Nat. Rev. Microbiol. 2010;8:623–633. doi: 10.1038/nrmicro2415. [DOI] [PubMed] [Google Scholar]
- 24.Dieltjens L., Appermans K., Lissens M., Lories B., Kim W., Van der Eycken E.V., Foster K.R., Steenackers H.P. Inhibiting bacterial cooperation is an evolutionarily robust anti-biofilm strategy. Nat. Commun. 2020;11:107. doi: 10.1038/s41467-019-13660-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Flemming H.-C., Wingender J., Szewzyk U., Steinberg P., Rice S.A., Kjelleberg S. Biofilms: An emergent form of bacterial life. Nat. Rev. Microbiol. 2016;14:563–575. doi: 10.1038/nrmicro.2016.94. [DOI] [PubMed] [Google Scholar]
- 26.White A.P., Weljie A.M., Apel D., Zhang P., Shaykhutdinov R., Vogel H.J., Surette M.G. A global metabolic shift is linked to Salmonella multicellular development. PLoS ONE. 2010;5:e11814. doi: 10.1371/journal.pone.0011814. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Ackermann M. A functional perspective on phenotypic heterogeneity in microorganisms. Nat. Rev. Microbiol. 2015;13:497–508. doi: 10.1038/nrmicro3491. [DOI] [PubMed] [Google Scholar]
- 28.Serra D.O., Richter A.M., Klauck G., Mika F., Hengge R. Microanatomy at cellular resolution and spatial order of physiological differentiation in a bacterial biofilm. MBio. 2013;4:e00103-13. doi: 10.1128/mBio.00103-13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Gerstel U., Römling U. The csgD promoter, a control unit for biofilm formation in Salmonella typhimurium. Res. Microbiol. 2003;154:659–667. doi: 10.1016/j.resmic.2003.08.005. [DOI] [PubMed] [Google Scholar]
- 30.Gerstel U., Romling U. Oxygen tension and nutrient starvation are major signals that regulate agfD promoter activity and expression of the multicellular morphotype in Salmonella typhimurium. Environ. Microbiol. 2001;3:638–648. doi: 10.1046/j.1462-2920.2001.00235.x. [DOI] [PubMed] [Google Scholar]
- 31.Beloin C., Roux A., Ghigo J.-M. Escherichia coli biofilms. Curr. Top. Microbiol. 2008;322:249–289. doi: 10.1007/978-3-540-75418-3_12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Kolter R., Siegele D.A., Tormo A. The Stationary Phase of The Bacterial Life Cycle. Annu. Rev. Microbiol. 1993;47:855–874. doi: 10.1146/annurev.mi.47.100193.004231. [DOI] [PubMed] [Google Scholar]
- 33.Hengge-Aronis R. Signal Transduction and Regulatory Mechanisms Involved in Control of the σS (RpoS) Subunit of RNA Polymerase. Microbiol. Mol. Biol. Rev. 2002;66:373–395. doi: 10.1128/MMBR.66.3.373-395.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Arnqvist A., Olsén A., Normark S. σS-dependent growth-phase induction of the csgBA promoter in Escherichia coli can be achieved in vivo by σ70 in the absence of the nucleoid-associated protein H-NS. Mol. Microbiol. 1994;13:1021–1032. doi: 10.1111/j.1365-2958.1994.tb00493.x. [DOI] [PubMed] [Google Scholar]
- 35.Gualdi L., Tagliabue L., Landini P. Biofilm formation-gene expression relay system in Escherichia coli: Modulation of sigmaS-dependent gene expression by the CsgD regulatory protein via sigmaS protein stabilization. J. Bacteriol. 2007;189:8034–8043. doi: 10.1128/JB.00900-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Jubelin G., Vianney A., Beloin C., Ghigo J.-M., Lazzaroni J.-C., Lejeune P., Dorel C. CpxR/OmpR Interplay Regulates Curli Gene Expression in Response to Osmolarity in Escherichia coli. J. Bacteriol. 2005;187:2038–2049. doi: 10.1128/JB.187.6.2038-2049.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Prigent-Combaret C., Brombacher E., Vidal O., Ambert A., Lejeune P., Landini P., Dorel C. Complex Regulatory Network Controls Initial Adhesion and Biofilm Formation in Escherichia coli via Regulation of the csgD Gene. J. Bacteriol. 2001;183:7213–7223. doi: 10.1128/JB.183.24.7213-7223.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Gerstel U., Park C., Römling U. Complex regulation of csgD promoter activity by global regulatory proteins: Regulation of csgD expression. Mol. Microbiol. 2004;49:639–654. doi: 10.1046/j.1365-2958.2003.03594.x. [DOI] [PubMed] [Google Scholar]
- 39.White A.P., Gibson D.L., Grassl G.A., Kay W.W., Finlay B.B., Vallance B.A., Surette M.G. Aggregation via the red, dry, and rough morphotype is not a virulence adaptation in Salmonella enterica serovar Typhimurium. Infect. Immun. 2008;76:1048–1058. doi: 10.1128/IAI.01383-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Grantcharova N., Peters V., Monteiro C., Zakikhany K., Römling U. Bistable expression of CsgD in biofilm development of Salmonella enterica serovar typhimurium. J. Bacteriol. 2009;192:456–466. doi: 10.1128/JB.01826-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.DePas W.H., Hufnagel D.A., Lee J.S., Blanco L.P., Bernstein H.C., Fisher S.T., James G.A., Stewart P.S., Chapman M.R. Iron induces bimodal population development by Escherichia coli. Proc. Natl. Acad. Sci. USA. 2013;110:2629–2634. doi: 10.1073/pnas.1218703110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.MacKenzie K.D., Wang Y., Shivak D.J., Wong C.S., Hoffman L.J.L., Lam S., Kröger C., Cameron A.D.S., Townsend H.G.G., Köster W., et al. Bistable expression of CsgD in Salmonella enterica serovar Typhimurium connects virulence to persistence. Infect. Immun. 2015;83:2312–2326. doi: 10.1128/IAI.00137-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Römling U., Galperin M.Y., Gomelsky M. Cyclic di-GMP: The first 25 years of a universal bacterial second messenger. Microbiol. Mol. Biol. Rev. Mmbr. 2013;77:1–52. doi: 10.1128/MMBR.00043-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Ahmad I., Cimdins A., Beske T., Römling U. Detailed analysis of c-di-GMP mediated regulation of csgD expression in Salmonella typhimurium. Bmc Microbiol. 2017;17:27. doi: 10.1186/s12866-017-0934-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Solano C., García B., Latasa C., Toledo-Arana A., Zorraquino V., Valle J., Casals J., Pedroso E., Lasa I. Genetic reductionist approach for dissecting individual roles of GGDEF proteins within the c-di-GMP signaling network in Salmonella. Proc. Natl. Acad. Sci. USA. 2009;106:7997–8002. doi: 10.1073/pnas.0812573106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Dworkin J., Losick R. Developmental Commitment in a Bacterium. Cell. 2005;121:401–409. doi: 10.1016/j.cell.2005.02.032. [DOI] [PubMed] [Google Scholar]
- 47.Bjarnason J., Southward C.M., Surette M.G. Genomic Profiling of Iron-Responsive Genes in Salmonella enterica Serovar Typhimurium by High-Throughput Screening of a Random Promoter Library. J. Bacteriol. 2003;185:4973–4982. doi: 10.1128/JB.185.16.4973-4982.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.White A.P., Surette M.G. Comparative Genetics of the rdar Morphotype in Salmonella. J. Bacteriol. 2006;188:8395–8406. doi: 10.1128/JB.00798-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Datsenko K.A., Wanner B.L. One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products. Proc. Natl. Acad. Sci. USA. 2000;97:6640–6645. doi: 10.1073/pnas.120163297. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Maloy S.R. Experimental Techniques in Bacterial Genetics. Jones & Bartlett Learning; Boston, MA, USA: 1990. p. 180. [Google Scholar]
- 51.Collinson S.K., Emödy L., Müller K.H., Trust T.J., Kay W.W. Purification and characterization of thin, aggregative fimbriae from Salmonella enteritidis. J. Bacteriol. 1991;173:4773–4781. doi: 10.1128/JB.173.15.4773-4781.1991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Romling U., Sierralta W.D., Eriksson K., Normark S. Multicellular and aggregative behaviour of Salmonella typhimurium strains is controlled by mutations in the agfD promoter. Mol. Microbiol. 1998;28:249–264. doi: 10.1046/j.1365-2958.1998.00791.x. [DOI] [PubMed] [Google Scholar]
- 53.Danese P.N., Silhavy T.J. CpxP, a stress-combative member of the Cpx regulon. J. Bacteriol. 1998;180:831–839. doi: 10.1128/JB.180.4.831-839.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Hunke S., Keller R., Müller V.S. Signal integration by the Cpx-envelope stress system. FEMS Microbiol. Lett. 2011;326:12–22. doi: 10.1111/j.1574-6968.2011.02436.x. [DOI] [PubMed] [Google Scholar]
- 55.Yamamoto K., Ishihama A. Characterization of Copper-Inducible Promoters Regulated by CpxA/CpxR in Escherichia coli. Biosci. Biotechnol. Biochem. 2006;70:1688–1695. doi: 10.1271/bbb.60024. [DOI] [PubMed] [Google Scholar]
- 56.Novick A., Weiner M. Enzyme induction as an all-or-none phenomenon. Proc. Natl. Acad. Sci. USA. 1957;43:553–566. doi: 10.1073/pnas.43.7.553. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Uhlich G.A., Keen J.E., Elder R.O. Mutations in the csgD promoter associated with variations in curli expression in certain strains of Escherichia coli O157:H7. Appl. Environ. Microb. 2001;67:2367–2370. doi: 10.1128/AEM.67.5.2367-2370.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Barnhart M.M., Chapman M.R. Curli Biogenesis and Function. Annu. Rev. Microbiol. 2006;60:131–147. doi: 10.1146/annurev.micro.60.080805.142106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Jackson D.W., Simecka J.W., Romeo T. Catabolite Repression of Escherichia coli Biofilm Formation. J. Bacteriol. 2002;184:3406–3410. doi: 10.1128/JB.184.12.3406-3410.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Sezonov G., Joseleau-Petit D., D’Ari R. Escherichia coli Physiology in Luria-Bertani Broth. J. Bacteriol. 2007;189:8746–8749. doi: 10.1128/JB.01368-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Veening J.-W., Smits W.K., Kuipers O.P. Bistability, epigenetics, and bet-hedging in bacteria. Annu. Rev. Microbiol. 2008;62:193–210. doi: 10.1146/annurev.micro.62.081307.163002. [DOI] [PubMed] [Google Scholar]
- 62.Veening J.-W., Stewart E.J., Berngruber T.W., Taddei F., Kuipers O.P., Hamoen L.W. Bet-hedging and epigenetic inheritance in bacterial cell development. Proc. Natl. Acad. Sci. USA. 2008;105:4393–4398. doi: 10.1073/pnas.0700463105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Serra D.O., Hengge R. Stress responses go three dimensional—The spatial order of physiological differentiation in bacterial macrocolony biofilms. Environ. Microbiol. 2014;16:1455–1471. doi: 10.1111/1462-2920.12483. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Ali S.S., Soo J., Rao C., Leung A.S., Ngai D.H.-M., Ensminger A.W., Navarre W.W. Silencing by H-NS potentiated the evolution of Salmonella. Plos Pathog. 2014;10:e1004500. doi: 10.1371/journal.ppat.1004500. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Monack D.M. Salmonella persistence and transmission strategies. Curr. Opin. Microbiol. 2012;15:100–107. doi: 10.1016/j.mib.2011.10.013. [DOI] [PubMed] [Google Scholar]
- 66.Silva A.J., Benitez J.A. Vibrio cholerae Biofilms and Cholera Pathogenesis. PloS Neglect. Trop. Dis. 2016;10:e0004330. doi: 10.1371/journal.pntd.0004330. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Monds R.D., O’Toole G.A. The developmental model of microbial biofilms: Ten years of a paradigm up for review. Trends Microbiol. 2009;17:73–87. doi: 10.1016/j.tim.2008.11.001. [DOI] [PubMed] [Google Scholar]
- 68.Kragh K.N., Hutchison J.B., Melaugh G., Rodesney C., Roberts A.E.L., Irie Y., Jensen P.Ø., Diggle S.P., Allen R.J., Gordon V., et al. Role of Multicellular Aggregates in Biofilm Formation. MBio. 2016;7:e00237. doi: 10.1128/mBio.00237-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Bokranz W., Wang X., Tschäpe H., Römling U. Expression of cellulose and curli fimbriae by Escherichia coli isolated from the gastrointestinal tract. J. Med. Microbiol. 2005;54:1171–1182. doi: 10.1099/jmm.0.46064-0. [DOI] [PubMed] [Google Scholar]
- 70.Ogasawara H., Yamada K., Kori A., Yamamoto K., Ishihama A. Regulation of the Escherichia coli csgD promoter: Interplay between five transcription factors. Microbiol. 2010;156:2470–2483. doi: 10.1099/mic.0.039131-0. [DOI] [PubMed] [Google Scholar]
- 71.Brown P.K., Dozois C.M., Nickerson C.A., Zuppardo A., Terlonge J., Curtiss R. MlrA, a novel regulator of curli (AgF) and extracellular matrix synthesis by Escherichia coli and Salmonella enterica serovar Typhimurium: Regulation of curli and aggregation by mlrA. Mol. Microbiol. 2001;41:349–363. doi: 10.1046/j.1365-2958.2001.02529.x. [DOI] [PubMed] [Google Scholar]
- 72.Sutherland I.W. Biofilm exopolysaccharides: A strong and sticky framework. Microbiology. 2001;147:3–9. doi: 10.1099/00221287-147-1-3. [DOI] [PubMed] [Google Scholar]
- 73.Szczesny M., Beloin C., Ghigo J.-M. Increased Osmolarity in Biofilm Triggers RcsB-Dependent Lipid A Palmitoylation in Escherichia coli. MBio. 2018;9:e01415-18. doi: 10.1128/mBio.01415-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Kimkes T.E.P., Heinemann M. Reassessing the role of the Escherichia coli CpxAR system in sensing surface contact. PLoS ONE. 2018;13:e0207181. doi: 10.1371/journal.pone.0207181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Raivio T.L. Everything old is new again: An update on current research on the Cpx envelope stress response. Biochim. Biophys. Acta. 2013;1843:1529–1541. doi: 10.1016/j.bbamcr.2013.10.018. [DOI] [PubMed] [Google Scholar]
- 76.Bremer E., Krämer R. Responses of Microorganisms to Osmotic Stress. Annu. Rev. Microbiol. 2019;73:313–334. doi: 10.1146/annurev-micro-020518-115504. [DOI] [PubMed] [Google Scholar]
- 77.Grinberg M., Orevi T., Steinberg S., Kashtan N. Bacterial survival in microscopic surface wetness. Elife. 2019;8:e48508. doi: 10.7554/eLife.48508. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Solopova A., van Gestel J., Weissing F.J., Bachmann H., Teusink B., Kok J., Kuipers O.P. Bet-hedging during bacterial diauxic shift. Proc. Natl. Acad. Sci. USA. 2014;111:7427–7432. doi: 10.1073/pnas.1320063111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Paytubi S., Cansado C., Madrid C., Balsalobre C. Nutrient Composition Promotes Switching between Pellicle and Bottom Biofilm in Salmonella. Front. Microbiol. 2017;8:2160. doi: 10.3389/fmicb.2017.02160. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Sokaribo A., Novakovski B.A.A., Cotelesage J., White A.P., Sanders D., Goldie H. Kinetic and structural analysis of Escherichia coli phosphoenolpyruvate carboxykinase mutants. Biochim. Et Biophys. Acta Gen. Subj. 2020;1864:129517. doi: 10.1016/j.bbagen.2020.129517. [DOI] [PubMed] [Google Scholar]
- 81.Lehninger A.L., Nelson D.L., Cox M.M. Lehninger principles of biochemistry. 4th ed. Worth Publishers; New York, NY, USA: 2000. [Google Scholar]
- 82.Chirwa N.T., Herrington M.B. CsgD, a regulator of curli and cellulose synthesis, also regulates serine hydroxymethyltransferase synthesis in Escherichia coli K-12. Microbiology. 2003;149:525–535. doi: 10.1099/mic.0.25841-0. [DOI] [PubMed] [Google Scholar]
- 83.Malcova M., Karasova D., Rychlik I. aroA and aroD mutations influence biofilm formation in Salmonella Enteritidis. Fems Microbiol. Lett. 2008;291:44–49. doi: 10.1111/j.1574-6968.2008.01433.x. [DOI] [PubMed] [Google Scholar]
- 84.Hamilton S., Bongaerts R.J.M., Mulholland F., Cochrane B., Porter J., Lucchini S., Lappin-Scott H.M., Hinton J.C.D. The transcriptional programme of Salmonella enterica serovar Typhimurium reveals a key role for tryptophan metabolism in biofilms. BMC Genom. 2009;10:599. doi: 10.1186/1471-2164-10-599. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Nolan R. Amino Acids and Growth Factors in Vitamin-Free Casamino Acids. Mycologia. 1971;63:1231–1234. doi: 10.1080/00275514.1971.12019223. [DOI] [PubMed] [Google Scholar]
- 86.Liu M., Durfee T., Cabrera J., Zhao K., Jin D., Blattner F. Global Transcriptional Programs Reveal a Carbon Source Foraging Strategy by Escherichia coli. J. Biol. Chem. 2005;280:15921–15927. doi: 10.1074/jbc.M414050200. [DOI] [PubMed] [Google Scholar]
- 87.Görke B., Stülke J. Carbon catabolite repression in bacteria: Many ways to make the most out of nutrients. Nat. Rev. Microbiol. 2008;6:613–624. doi: 10.1038/nrmicro1932. [DOI] [PubMed] [Google Scholar]
- 88.Hufnagel D.A., Evans M.L., Greene S.E., Pinkner J.S., Hultgren S.J., Chapman M.R. The Catabolite Repressor Protein-Cyclic AMP Complex Regulates csgD and Biofilm Formation in Uropathogenic Escherichia coli. J. Bacteriol. 2016;198:3329–3334. doi: 10.1128/JB.00652-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Römling U., Bian Z., Hammar M., Sierralta W.D., Normark S. Curli Fibers Are Highly Conserved between Salmonella typhimurium and Escherichia coli with Respect to Operon Structure and Regulation. J. Bacteriol. 1998;180:722–731. doi: 10.1128/JB.180.3.722-731.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Bren A., Park J.O., Towbin B.D., Dekel E., Rabinowitz J.D., Alon U. Glucose becomes one of the worst carbon sources for E. coli on poor nitrogen sources due to suboptimal levels of cAMP. Sci. Rep. 2016;6:24834. doi: 10.1038/srep24834. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Miller A.L., Pasternak J.A., Medeiros N.J., Nicastro L.K., Tursi S.A., Hansen E.G., Krochak R., Sokaribo A.S., MacKenzie K.D., Palmer M.B., et al. In vivo synthesis of bacterial amyloid curli contributes to joint inflammation during S. typhimurium infection. Plos Pathog. 2020;16 doi: 10.1371/journal.ppat.1008591. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.González J.F., Tucker L., Fitch J., Wetzel A., White P., Gunn J.S. Human Bile-Mediated Regulation of Salmonella Curli Fimbriae. J. Bacteriol. 2019;201 doi: 10.1128/JB.00055-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Simm R., Lusch A., Kader A., Andersson M., Romling U. Role of EAL-Containing Proteins in Multicellular Behavior of Salmonella enterica Serovar Typhimurium. J. Bacteriol. 2007;189:3613–3623. doi: 10.1128/JB.01719-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Kader A., Simm R., Gerstel U., Morr M., Romling U. Hierarchical involvement of various GGDEF domain proteins in rdar morphotype development of Salmonella enterica serovar Typhimurium. Mol. Microbiol. 2006;60:602–616. doi: 10.1111/j.1365-2958.2006.05123.x. [DOI] [PubMed] [Google Scholar]
- 95.Monod J. The Growth of Bacterial Cultures. Annu. Rev. Microbiol. 1949;3:371–394. doi: 10.1146/annurev.mi.03.100149.002103. [DOI] [Google Scholar]