Abstract
Enteropathogenic Escherichia coli (EPEC) is a diarrheagenic pathogen that afflicts infants in developing countries. The most important virulence trait of EPEC is its ability to intimately adhere to cells in the small intestine, and to elicit diarrhea. The alternative sigma factor RpoS is involved in the virulence of several bacterial species. RpoS coordinates the general stress response and accumulates in cells under stress or in the stationary phase. RpoS levels differ across E. coli strains. High-RpoS strains are highly resistant to environmental stresses, but usually display low nutritional competence, while low-RpoS strains show the opposite phenotype. Here we investigated whether RpoS plays a role in the virulence and fitness of two different EPEC strains, E2348/69 and LRT9. A rpoS null mutation had a small positive effect on LRT9 adherence to epithelial cells, but the expression of the EPEC adhesins BfpA and intimin was not significantly affected by the mutation. E2348/69 adherence was not significantly affected by the rpoS mutation. The intrinsic level of RpoS was higher in LRT9 than in E2348/69 while the latter adhered more strongly and expressed higher levels of the adhesin BfpA than the former. Knockout of rpoS strongly impaired resistance to oxidative, osmotic and acid stress in both E2348/69 and LRT9. However, strain E2348/69 was significantly more sensitive to oxidative stress than LRT9. Finally, competition assays showed that the rpoS mutant of LRT9 displayed higher fitness under continuous culture than its isogenic wild-type strain, while E2348/69 outcompeted its rpoS mutant. In conclusion, RpoS plays mostly a positive role in EPEC biology and at least in the case of strain E2348/69 it is not constrained by the trade-off between vegetative growth and stress resistance.
Introduction
The sigma factor RpoS is the master regulator of the general stress response in E. coli [1]. RpoS coordinates the transcription of genes associated with protection against environmental stresses, such as high osmolarity, oxygen free radicals, low temperature and others [1, 2]. Bacteria that lack RpoS are more sensitive to these stresses, thus though rpoS is not considered an essential gene, its presence strongly increases bacterial survival in stressful environments. rpoS is subject to diverse and multiple forms of control, been regulated at the transcriptional, translational and post-translational levels by many different inputs [3]. RpoS concentration increases under different situations, and is always associated with reduction in the growth rate. Accumulation of RpoS in the cytosol reduces the expression of growth-related genes due to the competition between RpoS and the vegetative sigma factor σ70 for a limited amount of RNA polymerase core units [4]. This characterizes a trade-off in which the bacterium sacrifices growth in favor of protection. This physiological adjustment deepens under prolonged starvation periods when mutations in rpoS or in genes that control rpoS expression are selected, resetting the SPANC (Self Preservation and Nutritional Competence) balance [5]. The rpoS gene is highly polymorphic and many different alleles are found in both natural isolates and laboratory strains of E. coli [6–9]. This strong variation is expected given the pivotal role of RpoS in the SPANC balance [5].
Enteropathogenic E. coli (EPEC) is a diarrheagenic lineage of E. coli that afflicts children in developing countries. Though not prevalent today as it was in the past, a significant number of cases of EPEC infection are still reported in Brazil and elsewhere [10–12]. EPEC strains are subdivided into typical and atypical strains [13]. Typical EPEC strains carry a large plasmid known as EAF, which harbors two operons (bfp and perABC) involved in the process of adherence to intestinal cells. The bfp operon is formed by 14 genes that are related to the biogenesis of the bundle-forming pilus (BFP), a type IV fimbriae [14]. bfpA, the first gene of the operon encodes the bundlin, the main subunit of the fimbriae BFP is needed for the first stage of infection and is responsible for the pattern of localized adherence (LA) to epithelial cells in vitro [15]. The first gene of the per operon, perA, encodes a positive regulator of bfp [16] and the product of perC induces the transcription of ler [17], which in turn is required for the expression of all operons present in the LEE, a pathogenicity island in the chromosome of EPEC and EHEC (Enterohaemorrhagic E. coli). The LEE genes are associated with the attaching and effacement lesion, which consists in the activation of the host cell signal transduction pathways and intimate attachment of the bacteria to the host epithelial cell [18].
RpoS affects the virulence of several bacterial species (for a recent review, see [19]). In pathogenic E. coli, the effect of RpoS on virulence is variable and sometimes conflicting. While some studies have shown that RpoS plays a positive role in the virulence of EHEC and in the expression of LEE [6, 20, 21], others have found that the opposite is true [6, 22, 23]. Another study has found that overexpression of rpoS in an EHEC hfq mutant did not have any effect on the expression of LEE [24]. In contrast, in Citrobacter rodentium, a bacterial model similar to EPEC that infects rodents, the transcriptional level of all LEE operons was enhanced by rpoS [6].
In the present study, the effect of rpoS on adherence, fitness and stress resistance of two EPEC strains was investigated. Both strains carry wild-type copies of rpoS, but express different levels of the RpoS protein. In both strains, RpoS did not play a considerable role in EPEC adherence to epithelial cells, but was absolutely required for bacterial survival under stressful conditions. The presence of rpoS had a small negative effect on LRT9 fitness, but did not impair the fitness of strain E2348/69.
Materials and methods
Strains, media and growth conditions
The strains used in this study are described in Table 1. The rpoS∷Tn10 marker was introduced into E2348/69 and LRT9 strains by P1 transduction from strain MG1655 rpoS∷Tn10 using phage P1 vir essentially as described [25]. LB medium/L-agar are as described [25]. T-salts medium (TGP) is a Tris-buffered minimal medium supplemented with 0.2% glucose and 1 mM KH2PO4 [26]. Dulbecco’s Modified Eagle’s Medium (DMEM) is a medium for epithelial cells (Cultilab-Brazil). HEp-2 cells were cultured in flasks containing DMEM enriched with 10% fetal calf serum (FCS), 50 U penicillin and 50 μg/ml streptomycin at 37℃. Antibiotics were omitted in assays whenever bacteria were added. For overnight growth, bacteria were usually cultivated in LB medium, for all other purposes they were grown in either TGP or DMEM. Growth rate was calculated according to the formula: , where N and N0 respectively correspond to the initial and final OD600 at the exponential growth phase and t is the time-course of the growth curve.
Table 1. Bacterial strains and plasmids used in this study.
Strains | Genotype | Source |
E2348/69 | EPEC 0127:H6 NalR | [27] |
CFP1 | E2348/69 rpoS∷Tn10 | This study |
LRT9 | EPEC O111:abH2 | [28] |
GMF237 | LRT9 rpoS∷Tn10 | This study |
LG01 | LRT9 lacZ∷Tn5 | Lab collection |
MC4100 | F- araD139 (argF-lac)U169 rpsL150 deoC1 relA1 thiA ptsF25 flbB5301 rbsR | [29] |
BS878 | MC4100 rpoS∷Tn10 | This study |
BS1230 | LRT9 bfpA∷SPA-Km | [30] |
BS1332 | GMF237 bfpA∷SPA-Km rpoS∷Tn10 | This study |
BS1298 | LRT9 eae∷SPA-Km | [30] |
BS1307 | GMF237 eae∷SPA-Km rpoS∷Tn10 | This study |
Plasmids | Relevant feature | Source |
pRKlacZ 290 | Low copy vector carrying a promoterless lacZ | [31] |
pGM30 | bfpA promoter cloned upstream of lacZ in plasmid pRKlacZ 290-SpR | This study |
pGM36 | tir-eae promoter cloned upstream of lacZ in plasmid pRKlacZ 290-SpR | This study |
pNP5 | rpoS+ cloned in the low-copy plasmid vector pACT3 | [32] |
Stress assays
Bacteria grown overnight in LB medium were challenged as follows. For the acid stress, 4 × 103 cells from the overnight culture were suspended in 1 ml EG buffer (0.4% glucose; 73 mM K2HPO4; 17 mM NaNH4HPO4; 0.8 mM MgSO4; 10 mM citrate; 1.5 mM glutamate; pH 2). Aliquots were removed every 5 minutes up to 20 min and plated on L-agar. Oxidative stress was induced by treating a bacterial suspension in 0.9% NaCl containing 4 × 103 cells with 6 mM H2O2 for 5, 10, 15 and 20 minutes and subsequently plated. 4 × 103 bacteria were subjected to osmotic stress by incubating for 0, 2, 4 or 6 hours in a 2 M NaCl solution. All plates were incubated overnight at 37℃ followed by CFU counting. The results are shown in percentage of the number of CFU/ml, with the CFU at time 0 being 100%.
Sequencing rpoS
The rpoS ORF of E2348/69 and LRT9 was each amplified by PCR using primers rpoS-429F (5’–GGAACAACAAGAAGTTAAGG)/rpoSb-E2348 (5’–TGATGAACACATAGGGTGCAA). For the sequencing reaction, besides rpoS-429F and rpoSb-E2348, primers rpos9363+ (5’-CATACGCAACCTGGTGGATT), rpoStr-EcoRI (5’-GTGATAACGAATTCGCCGAAGAGG) and rpoS1421 (5’- TCGAACAGCCATTTGACGATG) were also used. The PCR products were purified using the Concert Rapid PCR Purification System kit (Life Technologies, Bethesda, MD). Sequencing reactions were directly performed from purified PCR products using the same primers for both strands and Big Dye Terminator v3.1 (Life Technologies, Foster City, CA). Sequencing was carried on an automated sequencer (ABI Prism 3130XL DNA Analyzer, Applied Biosystems, Foster City), according to the manufacturer recommendations.
Immunoblotting
Bacteria grown overnight in TGP containing 0.2 mM KH2PO4 (limited Pi concentration) were centrifuged, and a culture volume corresponding to an OD600 of 1.0 (approx. 109 cells) was resuspended in 0.1 ml Application Buffer (0.5 M Tris/HCl, 2% SDS, 5% 2-mercaptoethanol, 10%, v/v, glycerol and 0.01% bromophenol blue) and boiled for 5 min. Ten μl samples were resolved by standard SDS-PAGE (12.5% acrylamide). Following electrophoresis, proteins were transferred to a nitrocellulose membrane using a Trans-blot Semi-Dry Transfer Cell (BioRad, USA), as recommended by the manufacturer. The membrane was subjected to blocking with 5% skimmed milk and exposed to anti-FLAG M2 (Sigma) monoclonal antibodies, anti-RpoS (Neoclone) monoclonal antibodies (1,000X dilution) or anti-RpoD (Santa Cruz) monoclonal antibodies (5,000X dilution), followed by exposure to anti-mouse IgG serum conjugated to peroxidase (Thermo Scientific) diluted 10,000-20,000. Membranes were developed using the Clarity Max detection kit (Bio-Rad) and read in the Bio-Rad Imaging System.
Adherence assay competition
Approximately 105 HEp-2 cells (ATCC® CCL-23™) were added to each well of a 24-well tissue plate and grown for 48 h at 37℃ with 5% CO2. The medium was removed from the cell monolayer and replaced with 1 ml of fresh DMEM supplemented with 2% FCS and 1% mannose. At this point, 5 × 107 bacteria of each strain (E2348/69, LRT9 or their respective rpoS∷Tn10 mutants) previously grown overnight in LB were mixed in pairs and added to each well. After 3 h of incubation, the cell monolayer was washed six times with phosphate-buffered saline (PBS) to remove the non-adherent bacteria. The monolayer containing the adhered bacteria was treated with 1 ml 0.1% Triton X-100 in PBS for 5 minutes, bacteria were further diluted in PBS, plated onto L-agar, L-agar supplemented with tetracycline (that allows the growth of E2348/69 rpoS∷Tn10 and LRT9 rpoS∷Tn10) or ampicillin (LRT9 is naturally resistant to Amp) and incubated at 37℃ for 24 h. On the next day, the number of colony forming units per ml (CFU/ml) for each competing strain was calculated.
The adherence assay shown in S1 Fig was performed as described above, except that the bacterial strains were not mixed.
RNA extraction and northern blotting
Bacteria were grown in DMEM without agitation at 37°C up to an OD600 of ∼0.5 (exponential phase) or to the beginning of the stationary phase (OD600 ∼1.0). RNA was extracted essentially as described [28]. Twenty micrograms of total RNA were resolved by electrophoresis in an 1% agarose gel containing 7% formaldehyde and transferred to a nylon membrane by capillary force. A 32P-labeled bfpA DNA probe was synthesized by random primer labeling using 32P-dCTP. The DNA template was obtained by PCR amplification using the oligonucleotides bfp-A (5’-AATGGTGCTTGCGCTTGCTGC) and bfp-B (5’-GCCGCTTTATCCAACCTGGT). The membranes were hybridized with the labeled probes at 42℃ in hybridization solution (MRC- HS114F) for at least 16h, washed and exposed to X-ray films.
Construction of bfpA-lacZ and eae-lacZ fusions
The LEE5 (tir-eae-cesT) promoter region was amplified by PCR using the genomic DNA of EPEC E2348/69 as a template and primers tir-P1 (AGTGGATCCCATTACACGTTTT) and tir-P2 (CCGTCTGTTTGTGAAGGTAGTG). The promoter region of bfpA was amplified using the E2348/69 EAF plasmid and primers bfp-P1 (GCACTGGTCATGGATACAGTT) and bfp-P2 (TCAGACGCAGACTGGTAGTAA). The PCR products we first cloned in pGEM T-Easy (Thermo), digested with EcoRI and subcloned in plasmid pRKlacZ 290. The orientation of the cloned fragments was determined by sequencing. A spectinomycin resistance cassette was excised from plasmid pJL74 [33] and ligated to the EcoRV site inside the tetracycline-resistance gene of the pRKlacZ 290 derivatives, originating plasmids pGM30 and pGM36.
β-galactosidase assay
β-galactosidase assays were carried out in microplates essentially as described [34]. Briefly, culture aliquots grown in a 24-well microplate were collected and transferred to a 96-well plate containing 80 μl of a freshly prepared permeabilization solution (100 mM Na2HPO4, 20 mM KCl, 2 mM MgSO4, 0.6 mg/ml hexadecyltrimethylammonium bromide (CTAB), 0.4 mg/ml sodium deoxycholate, 2.7 mM tris(2-carboxyethyl)phosphine (TCEP) and carbenicillin). 25 μl of each sample were transferred to a new 96-well microplate. The assay was initiated by adding 175 μl of a freshly prepared substrate solution (60 mM Na2HPO4, 40 mM NaH2PO4, 4 mg/ml o-nitrophenyl-β-D-Galactoside (ONPG) and 1.35 mM TCEP) to the permeabilized cells. The plates were briefly centrifuged to minimize the formation of bubbles and the OD550 of the samples was determined. The reaction was monitored by reading the plates at A420 every 15 min at room temperature until a yellow color was developed. Each point corresponds to at least three independent cultures, and each culture was assayed twice. Miller units were calculated as described [25]: , where A420 stand for the absorbance of the sample at 420 nm, OD550 and OD600 record the turbidity of the sample at the specified wavelengths; t is the reaction time; and v is the volume of assayed culture.
Competition assays
Competition assays between the strains E2348/69, LRT9 and MC4100 with their respective rpoS mutants were performed under continuous culture in TGP medium supplemented with 0.2% glucose and 30 μM KH2PO4 at 37℃ for 24 hours. The competition was started by mixing equal concentrations of each strain (at an OD600 = 0.01). The chemostat was set at a dilution rate of 1.0 h-1. Samples were taken at time zero and after 24 hours and plated on L-agar and L-agar supplemented with tetracycline. CFU counting of each strain was determined following overnight incubation at 37℃.
Statistical analysis
The standard error of the mean was calculated according to the formula , where SD is the standard deviation [35]. Data were evaluated for statistical significance using a two-tailed heteroscedastic Student’s t-test.
Results
To study the role of RpoS in EPEC physiology, the rpoS gene was knocked out in two EPEC strains—LRT9 and E2348/69. E2348/69 (O127:H6) is the EPEC prototype strain, being widely used in the study of EPEC biology and disease. LRT9 (O111:H2) is been used in our laboratory and elsewhere to study the role of regulatory genes in EPEC adherence [28, 30, 36]. Both E2348/69 and LRT9 rpoS∷Tn10 mutants displayed slow bubbling in the presence of hydrogen peroxide (low catalase activity; not shown) and were also considerably more sensitive to oxidative, osmotic and acid stress (Fig 1), as expected for rpoS-negative strains.
There are two known E2348/69 strains, one of them is resistant to nalidixic acid (NalR) and the other is resistant to streptomycin (StrR). The Str resistance is due to the presence of the plasmid pE2348-2 which carries the strAB genes [37], while the Nal resistance was deliberately selected in the original E2348/69 StrR strain [38]. The NalR strain eventually lose plasmid pE2348-2, and consequently the resistance to streptomycin [27]. For historical reasons, the NalR strain is the one used in most laboratories. The genomes of both E2348/69 strains were sequenced and published [27, 39]. E2348/69 StrR carries a guanine insertion at position 390 of rpoS ORF, causing a frameshift and the emergence of premature stop codons. Polymorphisms in rpoS are not uncommon, some mutations are neutral while others result in a null phenotype or in an attenuated RpoS form. These include RpoS variants that are shorter or longer than the normal 38 KDa protein [7, 40–42]. The NalR strain, which is the E2348/69 variant used in this study carries a functional rpoS gene [27].
Given the fact that almost 50 years have passed since E2348/69 was first isolated in 1969 and since then spread in several laboratories around the world, it is not surprising to find out variations in rpoS in different E2348/69 stocks. In fact, nutrient limitation and prolonged growth in rich media such as LB promote the selection of rpoS mutants [41, 43–45]. Samples of E2348/69 StrR may have been stored in LB-stabs, a condition that encourages the emergence of rpoS GASP (Growth advantage in stationary phase) mutants [46]. Reacquiring of the rpoS+ allele by the NalR strain could be due to exposure to stresses such as extreme cold conditions, as happened to strain MC4100, which gained high levels of RpoS through an rssB mutation. Alternatively, the original StrR strain was rpoS+, while the sequenced StrR strain acquired the rpoS mutation later on. Compared to MG1655 (the prototype K-12 strain), the rpoS sequence of LRT9 revealed two amino acid substitutions: Q33E (also present in E2348/69 and very common in many K-12 and non-commensal strains [6, 7, 47, 48]) and Q306S. It is not known whether the Q306S substitution have any deleterious effect on RpoS, but this is unlikely due to the conservative nature of the substitution and also because the status of RpoS-dependent phenotypes, such as stress-resistance and strong catalase activity was quite elevated in this strain.
A western-blot analysis with monoclonal RpoS antibodies confirmed that both E2348/69 and LRT9 synthesize RpoS proteins of 38 kDa (Fig 2A, as found in most E. coli strains, pathogenic and non-pathogenic alike. Bacteria were grown in Pi-limited medium to induce Pi-starvation, a condition which enhances the accumulation of RpoS [49]. This condition was chosen because it is similar to that used for the chemostat competition assays (see below). The level of RpoS in LRT9 was stronger than in E2348/69, but still lower than the one found in the high-RpoS strain MC4100 [9]. Similar results were obtained when bacteria were grown overnight in LB (not shown). The relatively low level of RpoS explains why E2348/69 is more sensitive to stresses than LRT9. Given that rpoS is regulated at several levels and by many different inputs [3, 50], we can only speculate about which of these elements contributes most to determine the level of RpoS in these strains.
Effect of rpoS on adherence
Several studies have reported the contribution of RpoS to the virulence of EPEC and EHEC (for a review about the role of RpoS in pathogenesis see [19]). The role of RpoS is variable, while some of these studies claimed that RpoS plays a positive role, others have found that it reduced virulence. The main virulence trait of EPEC is its ability to bind to the small intestine epithelial cells [13, 18]. To test the effect of rpoS on adherence, we monitored the adherence of the wild-type strains and of their the rpoS∷Tn10 mutants to HEp-2 cells, but the rpoS mutation did not significantly affect adherence in either LRT9 (S1A Fig) or E2348/69 (S1B Fig). Transformation of the rpoS mutants with pNP5 (rpoS+ low-copy plasmid) also did not have any effect on adherence. It is interesting to note that E2348/69 and its derivatives adhered more strongly than the LRT9 strains (∼3.5 × 107 CFU/ml for LRT9 and ∼6 × 107 CFU/ml for E2348/69).
To further investigate this matter, competition assays between the rpoS∷Tn10 mutants and their respective wild-type parents for the adherence to HEp-2 cells were conducted (Fig 3). Equal concentrations of rpoS+ bacteria (E2348/69 or LRT9) each with its respective rpoS∷Tn10 mutant were suspended over a monolayer of HEp-2 cells in DMEM and incubated for three hours. The adhered bacteria were then plated on non-supplemented L-agar (non-selective medium) and on L-agar supplemented with tetracycline (selective for the rpoS∷Tn10 mutant). Fig 3A shows that both rpoS mutants presented a slight advantage over their rpoS+ parents. 58% of the adhered E2348/69 bacteria were rpoS∷Tn10 (p = 0.055), while in the case of LRT9, 63% of the adhered bacteria were rpoS∷Tn10 (p = 0.0009). These results suggest that rpoS mutants have a small advantage in adhering to epithelial cell. The higher the RpoS intrinsic level (as in LRT9), the stronger the negative effect of the rpoS mutation on adherence.
When the wild-type strains competed against each other, E2348/69 adhered considerably more than LRT9 (74% E2348/69 versus 26% LRT9; p = 0.0017) (Fig 3B). To test if this advantage could be ascribed to rpoS, the corresponding rpoS∷Tn10 mutant of each EPEC strain was set to compete against each other. The proportion of adhered E2348/69 cells increased to 91%, while only 9% of the adhered bacteria were LRT9 (p = 10-6). These results suggest that the advantage that E2348/69 has over LRT9 on adherence is not related to rpoS. To test if the advantage of E2348/69 could be ascribed to differences in growth rate, growth curves in DMEM were performed. Strain LRT9 grew better than E2348/69 in DMEM, hence the advantage of the latter over LRT9 on adherence could not be attributed to growth performance (S2 Fig).
Effect of rpoS on the expression of bfpA and eae
The ability of EPEC to adhere to intestinal cells depends mainly on two adhesins: type IV BFP pilus and intimin. BFP plays a fundamental role in the primary adherence of EPEC to epithelial cells [15, 51] and for that reason the effect of rpoS on bfpA transcript level was evaluated. Expression of bfp under the right conditions (exponentially growing cells in DME medium) is very strong and can be easily detected [14, 28]. With that aim a northern blot analysis was conducted. E2348/69, LRT9 and their rpoS∷Tn10 mutants were grown in DMEM and harvested at the exponential and stationary phase. Fig 4 shows that a band corresponding to bfpA mRNA was observed at the exponential phase in both wild-type and rpoS mutants. The fact that bfpA mRNA was undetected at the stationary phase agrees with previous studies [14, 52]. No clear difference in the intensity of bfpA mRNA band could be observed when the rpoS∷Tn10 mutants were compared to their rpoS+ parents, suggesting that RpoS does not affect the expression of the BFP fimbriae. Introduction of pNP5 into LRT9 rpoS∷Tn10 also did not alter the transcript intensity of bfpA. On the other hand, the level of bfpA was higher in E2348/69 than in LRT9, providing a molecular basis for the observation that E2348/69 adheres more strongly to epithelial cells than LRT9 (as shown in Fig 3B and S1 Fig).
To further investigate the effect of rpoS on the expression of adherence-related genes, a set of experiments were conducted in strain LRT9 and in its rpoS∷Tn10 mutant (S3 Fig). First, plasmids pGM30 and pGM36, which respectively carry PbfpA-lacZ and Ptir-eae-lacZ (which for the sake of simplicity will be called Peae-lacZ) transcriptional fusions were transformed into LRT9 and its rpoS∷Tn10 mutant. It can be observed that the rpoS knockout did not have any effect on the transcription of these genes. When the rpoS mutant carrying pGM30 was transformed with pNP5, a small increase in β-galactosidase activity was observed, but the level of β-galactosidase of the rpoS mutant bearing pGM36 was unchanged by the presence of pNP5. The effect of rpoS on the level of BfpA and intimin proteins was assessed by introducing a SPA flag at the 3’-end of bfpA and eae [30] and immunoblotting with an anti-SPA antibody. S3 Fig shows that the rpoS mutation did not significantly affect the expression of BfpA or intimin. Introduction of pNP5 also did not alter the level of the proteins.
Effect of RpoS on the fitness of EPEC strains
Trade-offs are important means through which bacteria adapt to the environment and eventually promote increased bacterial diversity [53]. Allocation of resources to cell reproduction comes at the cost of neglecting the expression of proteins important for bacterial protection against environmental stresses, and vice-versa. RpoS is at the center of this trade-off: high RpoS levels promote the transcription of stress protection-related genes, while low levels of RpoS favor the transcription of vegetative (σ70-dependent) genes. To some extent the intrinsic level of RpoS determines the fitness of an E. coli strain [54].
To evaluate the contribution of RpoS to the fitness of E2348/69 and LRT9 competitions between each wild-type strain and its respective rpoS mutant were set up in a chemostat under continuous growth. As a control, strain MC4100 that has a high endogenous RpoS level was set to compete against its rpoS mutant. Equal numbers of bacteria were inoculated in a chemostat containing minimal medium (TGP) supplemented with a limited concentration of phosphate (30 μM) and grown for 24 h. Fig 5 shows that while MC4100 rpoS∷Tn10 outcompeted the wild-type strain by a 10:1 factor, the effect of the rpoS∷Tn10 allele in LRT9 was less potent, but still the rpoS∷Tn10 mutant performed better than the wild-type strain. Conversely, the rpoS mutant of E2348/69 was slightly outcompeted by the wild-type strain, but the difference was not statistically significant (p = 0.13). Even so, it is quite surprising that the rpoS mutation did not confer any advantage under nutrient-limited conditions in this strain. Hence, unlike the MC4100 and LRT9 strains, rpoS did not have a clear deleterious effect on the fitness of E2348/69 under nutritional limitation. The reason for it may reside in the fact that E2348/69 bear low levels of endogenous RpoS, which in turn is not sufficient to tilt the SPANC balance towards the transcription of RpoS-dependent genes [45]. Accordingly, strain E2348/69, which displayed the lowest level of RpoS among the three strains tested here is the most sensitive to environmental stresses, but is the least affected by RpoS regarding nutritional stress, exactly as predicted by the trade-off hypothesis [55].
Discussion
The SPANC balance predicts that a bacterium cannot simultaneously be nutritionally competent and highly resistant to stresses [5]. High levels of RpoS may confer on the bacterium strong resistance against stresses, but can also reduce the expression of σ70-dependent genes [14, 16]. However, the level of RpoS in E2348/69 and LRT9 was not as high as to compromise its ability to adhere to the cell host. Once rpoS is essential for a proper acid response and does not significantly affect adherence, it is advantageous for the bacterium to keep a functional rpoS gene. In fact, most natural isolates of E. coli, pathogenic and non-pathogenic alike, carry wild-type alleles of rpoS [56–58]. However, rpoS normally have a negative effect on fitness, as shown for strain MC4100 and to a lesser extent for LRT9. On the other hand, the presence of rpoS in strain E2348/69 was not disadvantageous, meaning that by keeping rpoS the bacterium did not have to trade stress resistance for nutritional competence, as stipulated by the SPANC balance [53].
Competition between rpoS+ and rpoS- strains in the intestine should be common, because different E. coli strains, as well as other species, with different genetic backgrounds may be present simultaneously competing with each other either for nutritional resources or for adherence to different substrates [59]. Given the readiness in which E. coli under continuous growth acquire mutations in rpoS [45, 49], it is conceivable that rpoS mutants might be selected in the intestine, which operates under analogous conditions [60], i.e., steady-state growth under limited concentration of one or more nutrients.
There are several reports with conflicting results about the effect of rpoS on EHEC and EPEC virulence. RpoS was shown to have a positive effect on the adherence of the EHEC strain EDL933 [6] and on the expression of LEE3 (LEE3-lacZ fusion in a K-12 background) [20] and LEE4 (esp operon fusion to lacZ in a K-12 background) [21]. Conversely, the rpoS mutation in EHEC Sakai strain enhanced the transcription of the LEE operons [22] and over-expression of rpoS in EDL933 strongly repressed the expression of LEE4 [23]. The protein levels of Tir and EspA were enhanced by a rpoS mutation in EDL933 [6]. In Citrobacter rodentium, the level of transcription of all LEE operons was enhanced by rpoS [6]. Finally, Hansen et al. [24] have shown that overexpression of rpoS in an EHEC hfq mutant did not affect the expression of espB and tir. In summary, there is no consensus about the role of rpoS in LEE expression and on adherence to epithelial cells. Altogether, the data presented here suggest that RpoS does not interfere with EPEC adherence, but it plays a positive role in bacterial protection against stresses, enhancing survival in a hostile environment, such as the mammalian stomach.
Overall the E2348/69 strain behaves exactly as if the SPANC balance was shifted to lower resistance/more fitness. E2348/69 produces less RpoS than LRT9 and is more sensitive to environmental stresses. On the other hand, E2348/69 displayed an enhanced ability to adhere to epithelial cells, at least in part due to a stronger expression of the bfp operon, which is controlled by a σ70-dependent promoter. However, the differential level of adherence and BFP expression in E2348 and LRT9 cannot be ascribed to rpoS, because the competitive advantage of E2348/69 rpoS∷Tn10 over LRT9 rpoS∷Tn10 was even stronger than between the rpoS+ parents. The SPANC balance is often related to cellular levels of RpoS, as high-levels of RpoS confer high resistance to stresses but are antagonized by a poor ability to utilize alternative nutrient sources [5]. The trade-off that explains the dichotomy between growth and survival also applies here in the case of strain LRT9, where the confrontation is between nutritional competence (bacterial fitness) and stress resistance. Interestingly, the ability to colonize the host (adherence to epithelial cells), which is also regulated by σ70-dependent genes was not subject to a RpoS-related trade-off. The strong advantage of E2348/69 over LRT9 in expressing adhesins and adhering to epithelial cells must be due to other genetic components.
Introduction of the rpoS∷Tn10 mutation in both EPEC strains was carried out by P1 transduction from a K-12 strain. The DNA region downstream of rpoS in many EPEC isolates differs from that of K-12 strains by the presence of a 2.9 Kb sequence harboring three ORFs, hosA, pad1 and yclC [61]. hosA encodes a transcriptional regulator that belongs to the SlyA family; pad1 codes for a phenylacrylic acid decarboxylase, that confers resistance to phenylacrylic acids and yclC encodes the C subunit of a phenolic acid decarboxylase. Both E2348/69 and LRT9 carry the 2.9 Kb additional stretch of DNA. Upon transduction of the rpoS∷Tn10 mutation the rpoS + 2.9 Kb segment was replaced by the K-12 rpoS region (data not shown). To certify that the effect or lack of effect of the rpoS∷Tn10 mutation was due to rpoS and not to one of the genes contained in the 2.9 Kb region, the rpoS∷Tn10 mutants were transformed with the low-copy plasmid pNP5 which bears a wild-type copy of rpoS [32]. In all relevant phenotypes, such as adherence to HEp-2 cells, bfpA and eae transcription, and BfpA and Intimin protein levels, no effect of rpoS∷Tn10 was recorded. Complementation with pNP5 also did not significantly alter the behavior of EPEC regarding those phenotypes. These results also indicate that the 2.9 Kb region downstream of rpoS does not exert any influence on EPEC adherence. These findings are in agreement with [62] that showed that hosA, which is located immediately downstream of rpoS in EPEC and EHEC, did not affect type III secretion, LEE1 and LEE4 regulation, or the ability of E2348/69 to form attaching-and-effacing lesions on intestinal epithelial cells.
Conclusion
RpoS plays a mostly positive role in EPEC biology. The positive effect of rpoS on bacterial resistance against environmental stresses in both E2348/69 and LRT9 strains was unambiguous. The cost of carrying and expressing rpoS was non-existent in the case of E2348/69 and modest in the case of LRT9. RpoS levels were higher in strain LRT9 than in strain E2348/69, which was consistent with the stronger protection against oxidative stress observed in strain LRT9 and the negative effect that rpoS had on the fitness of this strain. The ability to adhere to epithelial cells, which is the most relevant EPEC trait, was not significantly affected by RpoS in either strain.
Supporting information
Acknowledgments
We are thankful to Diogo Oshiro for dedicated technical help.
Data Availability
All relevant data are within the paper and its Supporting Information files.
Funding Statement
This study was supported by Fundacão de Amparo a Pesquisa do Estado de São Paulo (FAPESP). We are thankful to Diogo Oshiro for dedicated technical help. G.M.S.M and G.M.F. were supported by FAPESP scholarships. B.S. is a recipient of the Conselho Nacional de Desenvolvimento Cientfico e Tecnologico (CNPq) productivity scholarship.
References
- 1. Weber H, Polen T, Heuveling J, Wendisch VF, Hengge R. Genome-wide analysis of the general stress response network in Escherichia coli: sigmaS-dependent genes, promoters, and sigma factor selectivity. J Bacteriol. 2005;187(5):1591–603. 10.1128/JB.187.5.1591-1603.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Patten CL, Kirchhof MG, Schertzberg MR, Morton RA, Schellhorn HE. Microarray analysis of RpoS-mediated gene expression in Escherichia coli K-12. Mol Genet Genomics. 2004;272(5):580–591. 10.1007/s00438-004-1089-2 [DOI] [PubMed] [Google Scholar]
- 3. Hengge-Aronis R. Signal transduction and regulatory mechanisms involved in control of the sigma(S) (RpoS) subunit of RNA polymerase. Microbiol Mol Biol Rev. 2002;66(3):373–95, table of contents. 10.1128/MMBR.66.3.373-395.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Farewell A, Kvint K, Nyström T. Negative regulation by RpoS: a case of sigma factor competition. Mol Microbiol. 1998;29(4):1039–1051. 10.1046/j.1365-2958.1998.00990.x [DOI] [PubMed] [Google Scholar]
- 5. Ferenci T. Maintaining a healthy SPANC balance through regulatory and mutational adaptation. Mol Microbiol. 2005;57(1):1–8. 10.1111/j.1365-2958.2005.04649.x [DOI] [PubMed] [Google Scholar]
- 6. Dong T, Chiang SM, Joyce C, Yu R, Schellhorn HE. Polymorphism and selection of rpoS in pathogenic Escherichia coli. BMC Microbiol. 2009;9:118 10.1186/1471-2180-9-118 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Atlung T, Nielsen HV, Hansen FG. Characterisation of the allelic variation in the rpoS gene in thirteen K12 and six other non-pathogenic Escherichia coli strains. Mol Genet Genomics. 2002;266(5):873–81. 10.1007/s00438-001-0610-0 [DOI] [PubMed] [Google Scholar]
- 8. King T, Ishihama A, Kori A, Ferenci T. A regulatory trade-off as a source of strain variation in the species Escherichia coli. J Bacteriol. 2004;186(17):5614–20. 10.1128/JB.186.17.5614-5620.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Spira B, Hu X, Ferenci T. Strain variation in ppGpp concentration and RpoS levels in laboratory strains of Escherichia coli K-12. Microbiology. 2008;154(Pt 9):2887–2895. 10.1099/mic.0.2008/018457-0 [DOI] [PubMed] [Google Scholar]
- 10. Hu J, Torres AG. Enteropathogenic Escherichia coli: foe or innocent bystander? Clin Microbiol Infect. 2015;21(8):729–734. 10.1016/j.cmi.2015.01.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Moreno ACR, Filho AF, do Amaral Tardelli Gomes T, Ramos STS, Montemor LPG, Tavares VC, et al. Etiology of childhood diarrhea in the northeast of Brazil: significant emergent diarrheal pathogens. Diagn Microbiol Infect Dis. 2010;66(1):50–57. 10.1016/j.diagmicrobio.2008.03.017 [DOI] [PubMed] [Google Scholar]
- 12. Ochoa TJ, Barletta F, Contreras C, Mercado E. New insights into the epidemiology of enteropathogenic Escherichia coli infection. Transactions of the Royal Society of Tropical Medicine and Hygiene. 2008;102:852–856. 10.1016/j.trstmh.2008.03.017 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Schmidt MA. LEEways: tales of EPEC, ATEC and EHEC. Cell Microbiol. 2010;12(11):1544–1552. 10.1111/j.1462-5822.2010.01518.x [DOI] [PubMed] [Google Scholar]
- 14. Puente JL, Bieber D, Ramer SW, Murray W, Schoolnik GK. The bundle-forming pili of enteropathogenic Escherichia coli: transcriptional regulation by environmental signals. Mol Microbiol. 1996;20(1):87–100. 10.1111/j.1365-2958.1996.tb02491.x [DOI] [PubMed] [Google Scholar]
- 15. Cleary J, Lai LC, Shaw RK, Straatman-Iwanowska A, Donnenberg MS, Frankel G, et al. Enteropathogenic Escherichia coli (EPEC) adhesion to intestinal epithelial cells: role of bundle-forming pili (BFP), EspA filaments and intimin. Microbiology. 2004;150(Pt 3):527–38. 10.1099/mic.0.26740-0 [DOI] [PubMed] [Google Scholar]
- 16. Martínez-Laguna Y, Calva E, Puente JL. Autoactivation and environmental regulation of bfpT expression, the gene coding for the transcriptional activator of bfpA in enteropathogenic Escherichia coli. Mol Microbiol. 1999;33(1):153–66. 10.1046/j.1365-2958.1999.01460.x [DOI] [PubMed] [Google Scholar]
- 17. Porter ME, Mitchell P, Roe AJ, Free A, Smith DGE, Gally DL. Direct and indirect transcriptional activation of virulence genes by an AraC-like protein, PerA from enteropathogenic Escherichia coli. Mol Microbiol. 2004;54(4):1117–1133. 10.1111/j.1365-2958.2004.04333.x [DOI] [PubMed] [Google Scholar]
- 18. Santos AS, Finlay BB. Bringing down the host: enteropathogenic and enterohaemorrhagic Escherichia coli effector-mediated subversion of host innate immune pathways. Cell Microbiol. 2015;17(3):318–332. 10.1111/cmi.12412 [DOI] [PubMed] [Google Scholar]
- 19. Dong T, Schellhorn HE. Role of RpoS in virulence of pathogens. Infect Immun. 2010;78(3):887–897. 10.1128/IAI.00882-09 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Sperandio V, Mellies JL, Nguyen W, Shin S, Kaper JB. Quorum sensing controls expression of the type III secretion gene transcription and protein secretion in enterohemorrhagic and enteropathogenic Escherichia coli. Proc Natl Acad Sci U S A. 1999;96(26):15196–15201. 10.1073/pnas.96.26.15196 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Beltrametti F, Kresse AU, Guzmán CA. Transcriptional regulation of the esp genes of enterohemorrhagic Escherichia coli. J Bacteriol. 1999;181(11):3409–18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Tomoyasu T, Takaya A, Handa Y, Karata K, Yamamoto T. ClpXP controls the expression of LEE genes in enterohaemorrhagic Escherichia coli. FEMS Microbiol Lett. 2005;253(1):59–66. 10.1016/j.femsle.2005.09.020 [DOI] [PubMed] [Google Scholar]
- 23. Iyoda S, Watanabe H. ClpXP protease controls expression of the type III protein secretion system through regulation of RpoS and GrlR levels in enterohemorrhagic Escherichia coli. J Bacteriol. 2005;187(12):4086–4094. 10.1128/JB.187.12.4086-4094.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Hansen AM, Kaper JB. Hfq affects the expression of the LEE pathogenicity island in enterohaemorrhagic Escherichia coli. Mol Microbiol. 2009;73(3):446–465. 10.1111/j.1365-2958.2009.06781.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Miller JH. A Short Course in Bacterial Genetics. A laboratory manual and handbook for Escherichia coli and related bacteria. CSHL Press; 1992. [Google Scholar]
- 26. Iglesias Neves H, Pereira TF, Yagil E, Spira B. Ugp and PitA participate in the selection of PHO-constitutive mutants. J Bacteriol. 2015;197(8):1378–1385. 10.1128/JB.02566-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Nisa S, Hazen TH, Assatourian L, Nougayrède JP, Rasko DA, Donnenberg MS. In vitro evolution of an archetypal enteropathogenic Escherichia coli strain. J Bacteriol. 2013;195(19):4476–4483. 10.1128/JB.00704-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Ferreira GM, Spira B. The pst operon of enteropathogenic Escherichia coli enhances bacterial adherence to epithelial cells. Microbiology. 2008;154(Pt 7):2025–2036. 10.1099/mic.0.2008/016634-0 [DOI] [PubMed] [Google Scholar]
- 29. Ferenci T, Zhou Z, Betteridge T, Ren Y, Liu Y, Feng L, et al. Genomic sequencing reveals regulatory mutations and recombinational events in the widely used MC4100 lineage of Escherichia coli K-12. J Bacteriol. 2009;191(12):4025–4029. 10.1128/JB.00118-09 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Spira B, Ferreira GM, de Almeida LG. relA enhances the adherence of enteropathogenic Escherichia coli. PLoS One. 2014;9(3):e91703 10.1371/journal.pone.0091703 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Gober L J W;Shapiro. A developmentally regulated Caulobacter flagellar promoter is activated by 3’ enhancer and IHF binding elements. Mol Biol Cell. 1992;3(8):913–26. 10.1091/mbc.3.8.913 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Taschner NP, Yagil E, Spira B. A differential effect of sigmaS on the expression of the PHO regulon genes of Escherichia coli. Microbiology (Reading, England). 2004;150:2985–2992. 10.1099/mic.0.27124-0 [DOI] [PubMed] [Google Scholar]
- 33. LeDeaux JR, Grossman AD. Isolation and characterization of kinC, a gene that encodes a sensor kinase homologous to the sporulation sensor kinases KinA and KinB in Bacillus subtilis. Journal of bacteriology. 1995;177:166–175. 10.1128/jb.177.1.166-175.1995 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Munévar NFV, de Almeida LG, Spira B. Differential regulation of polyphosphate genes in Pseudomonas aeruginosa. Molecular genetics and genomics: MGG. 2017;292:105–116. 10.1007/s00438-016-1259-z [DOI] [PubMed] [Google Scholar]
- 35. Cumming G, Fidler F, Vaux DL. Error bars in experimental biology. J Cell Biol. 2007;177(1):7–11. 10.1083/jcb.200611141 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Mellies JL, Thomas K, Turvey M, Evans NR, Crane J, Boedeker E, et al. Zinc–induced envelope stress diminishes type III secretion in enteropathogenic Escherichia coli. BMC microbiology. 2012;12(1):123 10.1186/1471-2180-12-123 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Handford CL, Stang CT, Raivio TL, Dennis JJ. The contribution of small cryptic plasmids to the antibiotic resistance of enteropathogenic Escherichia coli E2348/69. Canadian journal of microbiology. 2009;55:1229–1239. 10.1139/W09-079 [DOI] [PubMed] [Google Scholar]
- 38. Levine MM, Bergquist EJ, Nalin DR, Waterman DH, Hornick RB, Young CR, et al. Escherichia coli strains that cause diarrhoea but do not produce heat-labile or heat-stable enterotoxins and are non-invasive. Lancet (London, England). 1978;1:1119–1122. 10.1016/S0140-6736(78)90299-4 [DOI] [PubMed] [Google Scholar]
- 39. Iguchi A, Thomson NR, Ogura Y, Saunders D, Ooka T, Henderson IR, et al. Complete genome sequence and comparative genome analysis of enteropathogenic Escherichia coli O127:H6 strain E2348/69. J Bacteriol. 2009;191(1):347–54. 10.1128/JB.01238-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Subbarayan PR, Sarkar M. A comparative study of variation in codon 33 of the rpoS gene in Escherichia coli K12 stocks: implications for the synthesis of sigma(s). Mol Genet Genomics. 2004;270(6):533–8. 10.1007/s00438-003-0944-x [DOI] [PubMed] [Google Scholar]
- 41. Zambrano MM, Siegele DA, Almirón M, Tormo A, Kolter R. Microbial competition: Escherichia coli mutants that take over stationary phase cultures. Science. 1993;259(5102):1757–60. 10.1126/science.7681219 [DOI] [PubMed] [Google Scholar]
- 42. Galbiati HF, Taschner NP, Spira B. The effect of the rpoSam allele on gene expression and stress resistance in Escherichia coli. Arch Microbiol. 2014;196(8):589–600. 10.1007/s00203-014-0994-y [DOI] [PubMed] [Google Scholar]
- 43. Farrell MJ, Finkel SE. The growth advantage in stationary-phase phenotype conferred by rpoS mutations is dependent on the pH and nutrient environment. J Bacteriol. 2003;185(24):7044–52. 10.1128/JB.185.24.7044-7052.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Sutton A, Buencamino R, Eisenstark A. rpoS mutants in archival cultures of Salmonella enterica serovar typhimurium. J Bacteriol. 2000;182(16):4375–4379. 10.1128/JB.182.16.4375-4379.2000 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Notley-McRobb L, King T, Ferenci T. rpoS mutations and loss of general stress resistance in Escherichia coli populations as a consequence of conflict between competing stress responses. J Bacteriol. 2002;184(3):806–811. 10.1128/JB.184.3.806-811.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Spira B, Toledo RA, R M, T F. The uncertain consequences of transferring bacterial strains between laboratories—rpoS instability as an example. BMC Microbiol. 2011;In press. 10.1186/1471-2180-11-248 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Coldewey SM, Hartmann M, Schmidt DS, Engelking U, Ukena SN, Gunzer F. Impact of the rpoS genotype for acid resistance patterns of pathogenic and probiotic Escherichia coli. BMC Microbiol. 2007;7:21 10.1186/1471-2180-7-21 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Ferenci T, Galbiati HF, Betteridge T, Phan K, Spira B. The constancy of global regulation across a species: the concentrations of ppGpp and RpoS are strain-specific in Escherichia coli. BMC Microbiol. 2011;11:62 10.1186/1471-2180-11-62 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Spira B, Ferenci T. Alkaline phosphatase as a reporter of sigma(S) levels and rpoS polymorphisms in different E. coli strains. Archives of microbiology. 2008;189:43–47. 10.1007/s00203-007-0291-0 [DOI] [PubMed] [Google Scholar]
- 50. Battesti A, Majdalani N, Gottesman S. The RpoS-Mediated General Stress Response in Escherichia coli. Annu Rev Microbiol. 2011; 10.1146/annurev-micro-090110-102946 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Donnenberg MS, Girón JA, Nataro JP, Kaper JB. A plasmid-encoded type IV fimbrial gene of enteropathogenic Escherichia coli associated with localized adherence. Mol Microbiol. 1992;6(22):3427–3437. 10.1111/j.1365-2958.1992.tb02210.x [DOI] [PubMed] [Google Scholar]
- 52. Bustamante VH, Calva E, Puente JL. Analysis of cis-acting elements required for bfpA expression in enteropathogenic Escherichia coli. J Bacteriol. 1998;180(11):3013–3016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Ferenci T. Trade-off Mechanisms Shaping the Diversity of Bacteria. Trends Microbiol. 2016;24(3):209–223. 10.1016/j.tim.2015.11.009 [DOI] [PubMed] [Google Scholar]
- 54. King T, Seeto S, Ferenci T. Genotype-by-environment interactions influencing the emergence of rpoS mutations in Escherichia coli populations. Genetics. 2006;172:2071–2079. 10.1534/genetics.105.053892 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Maharjan R, Nilsson S, Sung J, Haynes K, Beardmore RE, Hurst LD, et al. The form of a trade-off determines the response to competition. Ecol Lett. 2013;16(10):1267–1276. 10.1111/ele.12159 [DOI] [PubMed] [Google Scholar]
- 56. Chiang SM, Dong T, Edge TA, Schellhorn HE. Phenotypic diversity caused by differential RpoS activity among environmental Escherichia coli isolates. Appl Environ Microbiol. 2011;77(22):7915–7923. 10.1128/AEM.05274-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Snyder E, Gordon DM, Stoebel DM. Escherichia coli Lacking RpoS Are Rare in Natural Populations of Non-Pathogens. G3 (Bethesda). 2012;2(11):1341–1344. 10.1534/g3.112.003855 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Bleibtreu A, Clermont O, Darlu P, Glodt J, Branger C, Picard B, et al. The rpoS gene is predominantly inactivated during laboratory storage and undergoes source-sink evolution in Escherichia coli species. J Bacteriol. 2014;196(24):4276–4284. 10.1128/JB.01972-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Conway T, Cohen PS. Commensal and Pathogenic Escherichia coli Metabolism in the Gut. Microbiology spectrum. 2015;3 10.1128/microbiolspec.MBP-0006-2014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Macfarlane GT, Macfarlane S. Models for intestinal fermentation: association between food components, delivery systems, bioavailability and functional interactions in the gut. Current opinion in biotechnology. 2007;18:156–162. 10.1016/j.copbio.2007.01.011 [DOI] [PubMed] [Google Scholar]
- 61. Herbelin CJ, Chirillo SC, Melnick KA, Whittam TS. Gene conservation and loss in the mutS-rpoS genomic region of pathogenic Escherichia coli. Journal of bacteriology. 2000;182:5381–5390. 10.1128/JB.182.19.5381-5390.2000 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62. Ferrándiz MJ, Bishop K, Williams P, Withers H. HosA, a member of the SlyA family, regulates motility in enteropathogenic Escherichia coli. Infection and immunity. 2005;73:1684–1694. 10.1128/IAI.73.3.1684-1694.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
All relevant data are within the paper and its Supporting Information files.