Abstract
The level of antibiotic resistance exhibited by bacteria can vary as a function of environmental conditions. Here, we report that phenazine-methosulfate (PMS), a redox-cycling compound (RCC) enhances resistance to fluoroquinolone (FQ) norfloxacin. Genetic analysis showed that E. coli adapts to PMS stress by making Fe-S clusters with the SUF machinery instead of the ISC one. Based upon phenotypic analysis of soxR, acrA, and micF mutants, we showed that PMS antagonizes fluoroquinolone toxicity by SoxR-mediated up-regulation of the AcrAB drug efflux pump. Subsequently, we showed that despite the fact that SoxR could receive its cluster from either ISC or SUF, only SUF is able to sustain efficient SoxR maturation under exposure to prolonged PMS period or high PMS concentrations. This study furthers the idea that Fe-S cluster homeostasis acts as a sensor of environmental conditions, and because its broad influence on cell metabolism, modifies the antibiotic resistance profile of E. coli.
Author summary
Our study investigates how phenazine compounds, which are widely present in the environment, impact antibiotic resistance of the Gram-negative bacteria Escherichia coli. The paucity of new antibacterial molecules fuels concern in the wake of increased antibiotic resistance among pathogens. Equally worrying is the realization that environmental conditions can have a drastic influence on the efficiency of antibacterial compounds. Here we report that phenazine, a member of the redox-cycling molecule family, is antagonistic to norfloxacin, a well-known and routinely used fluoroquinolone antibiotic. We show that the mechanism E. coli is using for synthesizing Fe-S clusters controls the phenazine/fluoroquinolone antagonism. Indeed, upon exposure to phenazine, E. coli switches from making Fe-S clusters with the ISC Fe-S biogenesis system to making them with SUF, a consequence of which is the activation of the SoxR transcriptional activator, up-regulation of the AcrAB efflux pump, and efflux of fluoroquinolone out of the cell. This study illustrates the major influence that environmental conditions play in setting antibiotic level resistance and further highlights the major contribution of Fe-S cluster homeostasis in antibiotic susceptibility.
Introduction
Drug combination is a potent strategy against the worrying rise of multi-drug resistant bacteria as it reduces the chance of resistance acquisition [1,2]. However, several instances of antagonisms between drugs have been reported [3,4]. In fact, a thorough investigation of growth phenotypes caused by pair-wise combination of over 250 compounds, including neglected antibiotics, FDA approved human drugs and food additives, revealed antagonism to be more prevalent than synergy [5]. For instance, drugs causing oxidative stress, such as paraquat or plumbagin, were found to antagonize antibiotics of different families including quinolones [5]. This was consistent with the previous observation that redox-cycling compounds (RCC) such as paraquat or plumbagin enhanced both survival and persister formation in the presence of the oxolinic acid fluoroquinolone [6,7].
Previously, we reported antagonism between iron scavengers such as 2,2’ dipyridyl (DIP) and aminoglycosides toxicity in Escherichia coli [8]. At the molecular level, DIP/aminoglycoside antagonism was shown to be orchestrated by Fe-S cluster-homeostasis regulation. Briefly, Fe-S clusters rank among the most conserved prosthetic groups that rely on dedicated machineries to be built and transferred to client proteins. E. coli possesses two such machineries, ISC and SUF, which synthesize and deliver Fe-S clusters to about 150 apo-proteins. ISC and SUF machineries function following the same basic principles. Cysteine desulfurases (IscS, SufS) produce sulfur from L-cysteine, scaffold proteins (IscU, SufBC2D) provide a molecular platform allowing iron and sulfur to meet and form a cluster, and carrier proteins—such as, IscA, SufA, ErpA and NfuA—deliver the cluster to terminal apotargets [9–14]. The source of iron remains uncertain and multiple origins have been proposed such as frataxin [9]. ISC is the housekeeping machinery, employed during balanced growth conditions, and SUF is the stress-responding one [9–14]. Mutants lacking both ISC and SUF are not viable [15]. Under iron limitation, E. coli makes clusters with SUF and those SUF-using cells exhibit enhanced phenotypic resistance to aminoglycoside. Indeed, SUF is inefficient at targeting clusters to the proton-motive force (pmf)-producing respiratory complexes, and a reduced aminoglycoside uptake ensues [8].
Following our analysis of the role played by Fe-S cluster homeostasis in DIP/aminoglycoside antagonism, we decided to investigate the role of Fe-S cluster-homeostasis within the RCC/fluoroquinolones antagonism, in particular the role of SoxR. Indeed, the SoxR transcriptional factor, which uses Fe-S cluster to sense redox changes, was suggested to intervene in the antagonism between oxidative stress and quinolone resistance or tolerance [6,7,16–18].
This led us to show that strains exposed to RCC make clusters with the SUF system, which matures and permits activation of SoxR transcriptional activator under oxidative stress. In turn, oxidized SoxR up-regulates the AcrAB efflux pump that likely expels fluoroquinolone. Hence, these results and our previous study show that exposure to toxic chemicals in the environment, such as RCC or DIP, both cause a switch from ISC to SUF, yielding enhanced resistance to antibiotics. However, while the DIP/aminoglycoside antagonism resulted from reduced uptake of aminoglycoside, the RCC/fluoroquinolone antagonism comes from enhanced export of fluoroquinolone.
Results
The SoxR regulon confers PMS-mediated protection against quinolones
To investigate the molecular basis of the oxidative stress/quinolone antagonism, we choose phenazine-methosulfate (PMS) as RCC, and norfloxacin as fluoroquinolone. To test whether SoxR intervenes in the PMS/norfloxacin antagonism, wt and ΔsoxR strains were exposed to norfloxacin, alone or in combination with sub-inhibitory concentrations of PMS (1/8 and 1/16 of the MICPMS of each strain; MICPMS were 140 μM for wt; 40 μM for ΔsoxR). Adding PMS at a concentration of 1/8 MICPMS led to a drastic enhancement of norfloxacin resistance level of the wt strain (Fig 1A). Indeed, when treated with norfloxacin concentration between 100 and 180 ng/mL, the wt strain exposed to PMS (concentration at 1/8 MICPMS value) reached OD600 values between 0.4–0.6, while in the absence of PMS, OD600 values barely reached 0.1 (Fig 1A). Even at 1/16 MICPMS concentration, PMS remained a potent antagonist of norfloxacin (Fig 1A). In sharp contrast, PMS exerted no antagonistic effect on norfloxacin in the ΔsoxR mutant (Fig 1B). SoxR activates the expression of the soxS gene, which in turn activates target genes involved in antibiotic resistance and superoxide resistance [16–26]. Interestingly, we showed that expression of an IPTG-inducible allele of soxS on a plasmid enhanced fluoroquinolone resistance levels of both wt and ΔsoxR mutant (Table 1), mimicking the PMS antagonistic effect, further strengthening the conclusion that the PMS/norfloxacin antagonism involves SoxS-activated genes.
Table 1. SoxS-mediated resistance against norfloxacin.
MICNorfloxacin (ng/mL) (The means and standard deviations are indicated) |
||
---|---|---|
pTrc99A | pSoxS | |
wt (BE1000) | 127.5 (+/- 9.6) | 825 (+/- 28.9) |
ΔsoxR (AG035) | 100 (+/- 0) | 875 (+/- 28.9) |
The effect of the PMS/norfloxacin drug combination was analyzed in mutants of two targets of the SoxRS regulatory system, micF and acrA. The micF gene encodes a small RNA that negatively regulates translation of the OmpF porin, hence its induction could potentially prevent OmpF-mediated entry of PMS [27]. However, PMS-mediated drug antagonism was still observed in the ΔmicF mutant (Fig 1C). The acrA gene encodes a major multidrug efflux pump (AcrAB-TolC) that includes fluoroquinolones (FQ) as a substrate [28,29]. The PMS antagonistic effect on FQ action was completely lost in the ΔacrA mutant (Fig 1D). By qRT-PCR, we found that expression of the acrA and acrB genes was up-regulated (2- to 3-fold) in cells treated with either PMS only, or with both PMS and norfloxacin (Table 2). In contrast, treatment with norfloxacin only exerted, if anything, a down-regulation of 1.4-fold of acrA and acrB gene expression (Table 2). Altogether these results support the view that PMS protects E. coli from norfloxacin, by activating AcrAB-mediated efflux of the fluoroquinolone via the SoxRS regulatory system.
Table 2. qRT-PCR analysis of the expression of acrA and acrB genes.
Fold change expression treated/untreated | ||
---|---|---|
acrA | acrB | |
Norfloxacin | 0.73 (+/- 0.03) | 0.7 (+/- 0.03) |
PMS | 2.99 (+/- 0.25) | 2.7 (+/- 0.29) |
PMS + Norfloxacin | 2.42 (+/- 0.17) | 2.09 (+/- 0.13) |
The SUF machinery is required to sustain growth in the presence of PMS
SoxR being an Fe-S cluster-containing protein, we went further in analyzing the importance of ISC and SUF Fe-S clusters biogenesis systems in PMS stress and in the PMS/norfloxacin antagonism. Previous work has reported that the iscRSUA and sufABCDSE operons are induced by PMS [30,31], which we confirmed here by using PiscR::lacZ and PsufA::lacZ gene fusions (2.7 and 3.3-fold increase in the presence of 20 μM PMS, respectively) (S1 Fig). Then, the effect of PMS on the growth kinetics of LB grown cultures was tested. PMS (30 μM) was added during the exponential growth phase and OD600 values were recorded (Fig 2). Two hours after addition of PMS, we observed that the ΔsufABCDSE and the ΔsoxR mutants stopped growing whereas growth of the wt strain did not (Fig 2A and 2C). In the presence of PMS, growth of the ΔiscUA mutant appeared to be slower than the wt strain but this is a general feature of the ΔiscUA mutant even under non-stressed conditions (Fig 2B) (in untreated condition, the doubling times of the ΔiscUA mutant and the wt strain were 35 and 28 min, respectively), and more importantly, like the wt, it did not cease growing (Fig 2B).
RCC such as PMS are predicted to enhance intracellular level of superoxide [32]. An enhanced level of intracellular superoxide stress can be obtained by using strains lacking superoxide dismutase SodA or/and SodB. As expected, the ΔsodA, ΔsodA ΔsodB mutants and to some extent the single ΔsodB mutant showed hypersensitivity to PMS (S2 Fig). Introduction of the ΔsufABCDSE mutation in ΔsodA, ΔsodB, or ΔsodA ΔsodB mutants increased drastically the sensitivity to PMS (S2 Fig). In contrast, combining ΔiscUA mutation with ΔsodA, ΔsodB or both ΔsodA ΔsodB mutations did not enhance PMS sensitivity (S2 Fig). Altogether, these results established the importance of the SUF system in allowing E. coli to resist PMS stress and by inference, revealed that ISC was of no help in these conditions.
Impact of the SUF and ISC machineries on the PMS-mediated protection from norfloxacin
Contribution of ISC and SUF in PMS/norfloxacin antagonism was then investigated. First, we showed that the PMS-induced resistance to norfloxacin occurred in the wt strain and the ΔiscUA mutant, whereas it was not observed in the ΔsufABCDSE mutant (Fig 3). Sub-inhibitory concentration of PMS (1/16 MICPMS concentration) permitted both the wt and ΔiscUA strains to grow in the presence of increasing concentrations of norfloxacin (120 ng/mL, 140 ng/mL, 160 ng/mL) (Fig 4 and Table 3). In contrast, sub-inhibitory concentration of PMS did not protect the ΔsufABCDSE mutant above 120 ng/mL norfloxacin (Fig 4). All growth parameters (lag phase, growth rate, final OD600) were more severely affected in the ΔsufABCDSE mutant than in the wt and ΔiscUA strains (Fig 4 and Table 3), illustrating that the protection against norfloxacin afforded by PMS depends upon a functional SUF system.
Table 3. Effect of PMS on the growth rate of norfloxacin treated cells.
No PMS added | 1/16 PMS | ||
---|---|---|---|
Norfloxacin (ng/mL) | Growth rate (h-1) | Growth rate (h-1) | |
wt (BE1000) | 0 | 0.75 (+/- 0.03) | 0.66 (+/- 0.02) |
120 | 0 | 0.51 (+/- 0.01) | |
140 | 0 | 0.47 (+/- 0.07) | |
160 | 0 | 0.34 (+/- 0.13) | |
ΔiscUA (AG030) | 0 | 0.46 (+/- 0.03) | 0.35 (+/- 0.01) |
120 | 0 | 0.28 (+/- 0.01) | |
140 | 0 | 0.28 (+/- 0.03) | |
160 | 0 | 0.27 (+/- 0.03) | |
ΔsufABCDSE (AG031) | 0 | 0.75 (+/- 0.03) | 0.71 (+/- 0.03) |
120 | 0 | 0.2 (+/- 0.1) | |
140 | 0 | 0 | |
160 | 0 | 0 |
SUF, but not ISC, is required for SoxR maturation under PMS stress
Results above showed that both SUF and SoxR were required for the PMS/norfloxacin antagonism. A hypothesis was that PMS generates conditions during which SUF is required for synthesizing and carrying Fe-S clusters to SoxR, hence permitting its transcriptional activator function to fire anti-fluoroquinolone defense genes, including the AcrA pump. To test which system, ISC or SUF, was used to mature SoxR, we used a chromosomal PsoxS::lacZ fusion at the lac locus, and β-galactosidase level as a proxy for monitoring SoxR maturation efficiency [33]. In the wt strain, induction of the PsoxS::lacZ fusion reached a plateau at 180 min after adding PMS (30 μM) (Fig 5A). The β-galactosidase level in the treated strain was 22-fold higher than in the untreated cells (Fig 5A). In the ΔsoxR strain, no induction of PsoxS::lacZ expression was observed (Fig 5A). In the ΔsufABCDSE mutant, expression of the PsoxS::lacZ plateaued ca 30 min after PMS addition (Fig 5B). The maximal level of β-galactosidase reached in the ΔsufABCDSE mutant was 2.5-fold lower than in the wt strain. In the ΔiscUA mutant, at all time points, the induction pattern of PsoxS::lacZ was identical to the one observed in the wt strain (Fig 5C). All these results suggest that during the 30 min period after PMS exposure, the existing pool of [2Fe-2S]-bound SoxR was sufficient to activate soxS expression, in either ΔsufABCDSE or ΔiscUA mutants. In contrast, after 30 min SoxR-mediated activation occurred only in SUF containing strains. It is interesting to note that in the ΔsufABCDSE mutant, SoxR activity ceased shortly before growth stopped. It is tempting to speculate that the former is the cause of the latter (Fig 2A and Fig 5B).
We then analyzed the correlation between PMS concentration and induction of the SoxRS regulon in the different genetic backgrounds. Expression of the PsoxS::lacZ fusion was measured 2 hours after incubation with different concentrations of PMS (3.4, 6.8, 10, 20 and 30 μM). At low PMS concentrations, i.e. 3.4 μM and 6.8 μM, PsoxS::lacZ expression was induced to the same extent in all wt, ΔiscUA and ΔsufABCDSE strains (Fig 5D). In contrast, at PMS concentrations of 10 μM and above, PsoxS::lacZ expression was much stronger in the wt and ΔiscUA strains than in the ΔsufABCDSE mutant (Fig 5D). In fact, in the ΔsufABCDSE mutant, expression of PsoxS::lacZ plateaued when using PMS concentrations of 10 μM and above (Fig 5D). Interestingly, defect in PsoxS::lacZ fusion expression within the ΔsufABCDSE strain was suppressed by a high soxR gene dosage, consistent with the notion that SoxR is a poor substrate for ISC system and that increased SoxR level would compensate inefficient maturation by ISC (Fig 6).
Last, we wished to investigate the contribution of ISC and SUF pathways to SoxR maturation in the absence of PMS. To this purpose we assessed the expression of the PsoxS::lacZ fusion in two mutant strains, each lacking a component of the reduction system of SoxR, RsxC and RseC. In these strains, the Fe-S cluster of SoxR is thought to remain mostly oxidized and SoxR active even in the absence of redox-active molecules [34]. In the absence of PMS, activation of PsoxS::lacZ transcription was increased (3-fold) in the ΔrsxC and ΔrseC mutants when compared to the wt strain (Fig 7). In the ΔrsxC ΔiscUA, ΔrsxC ΔsufABCDSE, ΔrseC ΔiscUA and ΔrseC ΔsufABCDSE double mutants, expression of the PsoxS::lacZ fusion was increased to the same extent (3- to 4-fold) as compared to the wt strain (Fig 7). Together, these results indicate that under non-stressful conditions both Fe-S biogenesis systems, ISC and SUF, are able to sustain SoxR maturation.
Altogether, this series of results show that under non-stress inducing conditions, SoxR can acquire its cluster from either ISC or SUF system. However, under stress inducing conditions, SUF is the system that targets Fe-S cluster to SoxR, which subsequently get oxidized and permits SoxR to activate expression of its targets.
The role of SoxR maturation in PMS/fluoroquinolone antagonism
We asked whether different levels of induction of the SoxRS regulon would translate in different level of norfloxacin resistance. Results showed that a concentration of 3.4 μM PMS was not sufficient to confer norfloxacin resistance to any of the strains under study (S3 Fig). At 30 μM PMS concentration, wt and ΔiscUA strains both reached similar OD600 whether or not norfloxacin was added (S3 Fig). In contrast, in the ΔsufABCDSE mutant, addition of norfloxacin impeded growth even in the presence of PMS (S3 Fig). Interestingly, at 30 μM PMS, expression of the PsoxS::lacZ fusion was higher in the wt and ΔiscUA strains than in the ΔsufABCDSE mutant. These results establish the key role of SUF in allowing high PMS-mediated induction of SoxR, which eventually confers enhanced resistance to norfloxacin.
SufA is required for SoxR maturation during PMS stress
Once formed within the scaffold component of the Fe-S clusters biogenesis pathway, clusters are targeted to apo-protein clients via a series of carriers, which might show some level of redundancy depending upon the growth conditions [35,36]. Therefore, contribution of carriers in SoxR maturation was investigated. We showed above that expression of the PsoxS::lacZ fusion was identical in the ΔiscUA mutant and in the wt strain, ruling out a role for IscA in SoxR maturation under PMS stress (Fig 5C). In the ΔsufA mutant, expression of the PsoxS::lacZ fusion was identical to the wt strain after the first hour of incubation with PMS (Fig 8). In contrast, after longer exposure to PMS (2 and 3 hours), expression of the PsoxS::lacZ fusion was drastically reduced when compared to the wt strain. Actually, the profile of expression of the PsoxS::lacZ fusion was identical in the ΔsufA and in the ΔsufABCDSE mutants (Figs 5B and 8). These results indicate that SufA is required for SoxR maturation upon PMS stress.
The stress responding carriers, NfuA and ErpA, are dispensable for SoxR maturation during PMS stress
NfuA and ErpA are additional Fe-S carriers that can cooperate under oxidative stress conditions [37–39]. Moreover, they are able to receive Fe-S clusters made within either ISC or SUF systems [37–39]. Given that SoxR is a stress responding regulator, it was of interest to evaluate the role of ErpA and NfuA in SoxR maturation. The expression profile of the PsoxS::lacZ fusion upon PMS treatment was similar in the ΔnfuA and in the wt strains (S4 Fig) indicating that NfuA was not required for SoxR maturation.
The erpA gene is an essential gene in E. coli [38]. Therefore a conditional allele, in which the endogenous erpA gene is under the control of the ParaBAD promoter (ParaBAD::erpA), was transduced in the PsoxS::lacZ fusion-containing strain. Strikingly, whether cells were grown in glucose or in arabinose, PMS induction of the PsoxS::lacZ fusion was observed in the wt and ParaBAD::erpA strains, indicating that ErpA was dispensable for SoxR maturation (S5 Fig panels A and B). To confirm the dispensability of ErpA for SoxR maturation, we used the CRISPR interference method to control erpA expression [40]. For this purpose, we used a plasmid producing a catalytically inactive version of Cas9 (pdCas9) and a plasmid encoding a single guide RNA (pRBS-erpA) targeting the non-template DNA strand of the UTR of erpA containing the ribosome-binding site. In the presence of the inducer anhydrotetracycline (aTc), cells carrying the pRBS-erpA exhibited a growth defect (S5 Fig panel C). In the presence of both aTc and PMS, PsoxS::lacZ expression was the same in wt cells carrying the pRBS-erpA or the control vector, psgRNA (S5 Fig panel E). To verify that the pRBS-erpA plasmid was indeed preventing erpA expression, we used the strain PM2040 that contained an PerpA::lacZ gene fusion. We showed that in the presence of aTc, expression of PerpA::lacZ was almost null (2 Miller units) in cells carrying the pRBS-erpA, while β-galactosidase activity of 36 Miller units was measured in cells carrying control vector psgRNA (S5 Fig panel D). Altogether, results obtained by two different methods to deplete ErpA led us to conclude that ErpA is not required for SoxR maturation under PMS stress.
Discussion
Understanding the influence of environmental conditions on level of antibiotic resistance is a prerequisite to monitor and control bacterial antibiotic resistance. Previously, we showed that iron limitation enhanced level of resistance of E. coli to aminoglycosides, and that Fe-S cluster biogenesis regulation played a key role in this unexpected link [8,41]. Here we show that Fe-S homeostasis connects ROS producing compound, RCC, and resistance level to fluoroquinolones.
E. coli synthesizes ca. 150 Fe-S proteins, the maturation of which depends upon ISC or SUF machineries. E. coli synthesizes five Fe-S bound transcriptional regulators, namely FNR, NsrR, IscR, YeiL, and SoxR [16,42]. Study of maturation of NsrR and IscR, which sense NO and Fe-S cluster demand, respectively, showed that these two related targets (i.e. ca. 40% sequence identity) are matured by ISC under normal conditions and by SUF under stress conditions [35]. In contrast, work by Kiley’s lab showed that ISC, but not SUF, was responsible for the maturation of FNR, a Fe-S transcriptional regulator sensing anaerobic/aerobic switch [43]. Here, we found SoxR to be matured mostly by SUF, a situation somehow complementary to that observed with FNR. SoxR being matured by SUF is consistent with the fact that SUF is synthesized and functional in vivo under oxidative stress [30,31,44–46].
The question then arises of what prevents ISC to act on SoxR. Previous in vitro transcription analyses showed that expression of both isc and suf operons is induced by PMS, which we confirmed here using lacZ fusions (S1 Fig) [30]. This rules out the possibility that defect in SoxR maturation was due to differential expression of the isc and suf operons. Increased copy number of the soxR gene suppressed the defect in soxS activation of the ΔsufABCDSE mutant, consistent with the idea that SoxR can be a low affinity substrate for ISC under PMS stress. Note however that SoxR protein levels may be lowered in a ΔsufABCDSE mutant as SoxR is positively autoregulated. Yet, use of the ΔrsxC and ΔrseC mutants allowed us to show that in the absence of PMS, ISC is able to maturate SoxR. Hence, we propose that under PMS stress, SoxR is a poor substrate for ISC because ISC system itself is intrinsically susceptible to oxidative stress, possibly as a result of PMS-mediated damages to some of the Isc proteins. That SoxR can be maturated by both machineries is consistent with the fact that SoxR orthologs can be found in bacterial species that have only SUF such as Streptomyces coelicor, or in bacterial species that have only ISC, such as Pseudomonas aeruginosa [24,47,48].
During the delivery step, Fe-S clusters are transferred from the ISC or SUF systems to the apo-targets. Multiple studies have concluded that ErpA carrier is the ultimate carrier used by most, if not all, cellular proteins, including IspG/H, formate dehydrogenase N, nitrate reductase, succinate dehydrogenase, complex I, or hydrogenases 1 and 2 [37,38,49–51]. Surprisingly, in the present study, maturation of SoxR was found totally independent of ErpA. SoxR maturation was also independent of the ErpA-NfuA delivery pathway we recently identified as being important for combating oxidative stress [37]. This series of observation was totally unexpected and opens new perception of Fe-S biogenesis under stress conditions. An explanation for the ErpA/NfuA independent maturation of SoxR might be that it binds a 2Fe-2S cluster, whereas all other proteins tested so far bind 4Fe-4S clusters (with the noticeable exception of IscR). That delivery factors such as A-type carriers (IscA, SufA, ErpA) be required for 4Fe-4S containing targets was already suggested by our study comparing IscR and NsrR maturation maps, and was also proposed on the basis of the in vivo maturation of the 2Fe-2S containing ferredoxin Fdx and from in vivo studies in yeast [35,52,53]. Altogether, our study is fully consistent with the pioneer work of Schwartz and collaborators [54], which demonstrated that IscS was not needed for SoxR maturation under paraquat stress. However, the results presented here go far beyond this original finding in describing both the basic machinery and the accessory proteins that transfer the cluster from the scaffold to SoxR.
We previously reported that E. coli making clusters with SUF showed an enhanced resistance to aminoglycoside and here we report that it also shows an enhanced resistance to fluoroquinolone [8]. Beyond this apparent similarity, opposite molecular causes are found. Because the SUF system is less efficient than the ISC for maturating pmf-producing Fe-S cluster containing Nuo and Sdh respiratory complexes, uptake of aminoglycoside was reduced and bacteria exhibited aminoglycoside phenotypic resistance. On the contrary, under RCC stress, because the SUF system is more efficient than the ISC one for maturating SoxR, cells can expel fluoroquinolone and show enhanced fluoroquinolone resistance. An enigma then remains: AcrAB-mediated fluoroquinolone efflux being itself energized by pmf, fluoroquinolone (and possibly PMS) efflux by AcrAB should have been reduced in PMS-treated cells that should have been scored as hypersensitive instead of hyperresistant. Measuring the actual drop in pmf induced by DIP and by PMS, and assessing how much pmf is required for AG uptake and fluoroquinolone efflux will probably help to solve this apparent conundrum.
Drug/drug interaction might mimic situations in natural settings wherein bacteria face multiple antibacterial chemicals. In the case of DIP/aminoglycoside antagonism, one could speculate that iron limitation can be interpreted as a signal to adapt to a hostile environment, by reducing all pmf-dependent exchanges. RCC and fluoroquinolone share structural similarity as they are both heterocyclic compounds and could be present within the same ecological niche. In this regard, Pseudomonas aeruginosa provides a good illustration of evolved adaptation to such compounds: the MexGHI-OpmD pump excretes both fluoroquinolone and 5-methylphenazine-1-carboxylate, an intermediate of pyocyanin biosynthesis, which is structurally similar to PMS and activates the mexGHI-opmD operon that belongs to the SoxR regulon [55–58]. As a matter of fact, pyocyanin was also found to antagonize activity of many types of antibiotics including fluoroquinolone [5,59]. Thus, a possibility is that in E. coli, the fluoroquinolone exporting AcrAB pump will export PMS as well. The very low MICPMS value of acrA mutant supports this view. Very recently, the RCC/fluoroquinolone antagonism was shown to be conserved in P. aeruginosa, and importantly it occurred in P. aeruginosa biofilms that are an important cause for persistent and antibiotics-resistant infections [5,60]. Altogether these results illustrate the medical importance of the RCC/fluoroquinolone antagonism. As a last note, a recent system-based analysis predicted ROS as potential adjuvants potentiating antibacterial activity [61]. On the contrary, the present and previous studies identified antagonism between ROS producers RCC and several quinolones (norfloxacin, ciprofloxacin, levofloxacin, novobiocin and moxifloxacin). Hence, one should be cautious when using ROS producing chemical as antibiotic adjuvant.
Materials and methods
Bacterial strains and growth conditions
The transcriptional PsoxS::lacZ fusion was constructed as described in Ezraty et al. [33]. The PsoxS promoter region fused to lacZ encompassed a region from the 111 nucleotides upstream the transcriptional soxS start site to the 21 first nucleotides of the soxS-coding region. The E. coli K-12 strain MG1655 and its derivatives used in this study are listed in S1 Table. Deletion mutations were introduced by P1 transduction. Transductants were verified by PCR, using primer pairs hybridizing upstream and downstream of the deleted gene. E. coli strains were grown at 37°C in Luria-Bertani (LB) rich medium. Isopropyl β-D-1-thiogalactopyranoside (IPTG) (0.1 mM), arabinose (0.2%), glucose (0.2%) and anhydrotetracycline (aTc) (2 μM) were added when required. Solid media contained 1.5% agar. Antibiotics were used at the following concentrations: chloramphenicol 25 μg/mL, kanamycin 30 μg/mL, and ampicillin 50 μg/mL.
MIC determination
To determine MICPMS, PMS was dissolved in LB medium and diluted in LB to reach concentration ranging from 0 to 300 μM in 20 μM increments. One hundred microliters (100 μL) of each concentration of PMS tested were added in a 96-well microplate. Each well was inoculated with 100 μL of a fresh LB bacterial inoculum of 2 × 105 c.f.u./mL, obtained from a dilution of a mid-log phase E. coli growing culture. To determine MICNorfloxacin of strains carrying the pSoxS and pTrc99A plasmids, norfloxacin was dissolved in LB medium and diluted in LB to reach concentration ranging from 800 ng/mL to 1800 ng/mL in 100 ng/mL increments for the strains carrying the pSoxS, and 160 ng/mL to 360 ng/mL in 20 ng/mL increments for the strains carrying the pTrc99A. One hundred microliters (100 μL) of each concentration of norfloxacin tested were added in a 96-well microplate. Each well was inoculated with 100 μL of a fresh LB (supplemented with ampicillin and IPTG) bacterial inoculum of 2 × 105 c.f.u./mL, obtained from a dilution of a mid-log phase E. coli growing culture. Ampicillin and IPTG were added to the LB medium used to dilute the E. coli culture. Microplates were incubated at 37°C for 18 h under aerobic conditions and agitation 170 rpm. The microplates were then read at OD600nm and MIC was defined as the lowest drug concentration that exhibited complete inhibition of E. coli growth. The experiment was repeated at least three times.
PMS-mediated protection against norfloxacin
Wells of a 96-well microplate containing 100 μL of LB supplemented or not with norfloxacin and PMS, were inoculated with 100 μL of a fresh LB bacterial inoculum of 2 × 105 c.f.u./mL. The range of norfloxacin final concentrations used was adapted to each strain depending on their sensitivity, and is given in the corresponding figures. PMS was used at the indicated final concentration. Microplates were incubated at 37°C for 18 h under aerobic conditions and agitation (170 rpm). The microplates were then read at OD600nm.
Plasmid construction
Plasmids pSoxR and pSoxS were constructed by PCR amplification of the coding region of soxR and soxS from E. coli MG1655 chromosomal DNA using the following primer pair: NcoI-soxR/BamHI-soxR and NcoI-soxS/BamHI-soxS, respectively (S2 Table). The PCR product was then digested by NcoI and BamHI and cloned into the NcoI/BamHI linearized pTrc99A vector. The plasmids were verified by sequencing. The pRBS-erpA plasmid was cloned as described by Larson et al. [40]. Briefly, we designed primers hybridizing at erpA RBS region (Ec-F and Ec-R), which were used to PCR-amplify the whole plasmid (psgRNA). The plasmid was verified by sequencing using primers Ec-F colony and Ec-R colony. The sgRNA obtained was complementary to the erpA non-template strand.
RNA preparation and reverse transcription
The E. coli wt strain (BE1000) was grown in LB. When the culture reached mid-exponential phase, the culture was divided in four aliquots, three were treated for 30 min with norfloxacin only (30 ng/mL), with PMS only (30 μM), or with both norfloxacin and PMS, while the last sample remained untreated. Three biological independent experiments were performed. RNAs were prepared from E. coli strain cultures (10 mL) grown in appropriate conditions. The cells were harvested and frozen at -80°C. Total RNAs were isolated from the pellet using the Maxwell 16 LEV miRNA Tissue Kit (Promega) according to the manufacturer’s instructions and an extra TURBO DNase (Invitrogen) digestion step to eliminate the contaminating DNA. The RNA quality was assessed by tape station system (Agilent). RNA was quantified spectrophotometrically at 260 nm. For cDNA synthesis, 1 μg total RNA and 0.5 μg random primers were used with the GoScript Reverse transcriptase according to the manufacturer instruction (Promega).
Quantitative real-time-PCR for transcriptional analyses
Quantitative real-time PCR (qPCR) analyses were performed on a CFX96 Real-Time System (Bio-Rad). The reaction volume was 15 μL and the final concentration of each primer was 0.5 μM. The cycling parameters of the qRT-PCR were 98°C for 2 min, followed by 45 cycles of 98°C for 5 s, 55°C for 10 s, 72°C for 1 s. A final melting curve from 65°C to 95°C is added to determine the specificity of the amplification. To determine the amplification kinetics of each product, the fluorescence derived from the incorporation of EvaGreen into the double-stranded PCR products was measured at the end of each cycle using the SsoFast EvaGreen Supermix 2X Kit (Bio-Rad). The results were analyzed using Bio-Rad CFX Maestro software, version 1.1 (Bio-Rad). The RNA16S gene was used as a reference for normalization. For each point a technical duplicate was performed. The amplification efficiencies for each primer pair were comprised between 80 and 100%. The primers used for qRT-PCR are reported in the S2 Table.
β-Galactosidase assay
β-Galactosidase assays were carried out as described previously by J.H. Miller [62].
Test for E. coli sensitivity to redox-cyclic compounds
The E. coli strains were grown overnight in LB and inoculated (1/100) in fresh LB medium. The cultures were grown to an OD600 of 0.2, and were each split into two flasks, one with PMS added (time zero), while the other was left untreated. Cultures were further incubated at 37°C and growth was monitored by following OD600. To test the E. coli sensitivity to redox-cyclic compounds on plates, overnight cultures were diluted in sterile PBS and 5 μL were directly spotted onto LB plates containing PMS. The plates were incubated overnight at 37°C before growth was scored.
ErpA depletion
The LL401 strain carrying the chromosomal copy of erpA gene under the ParaBAD promoter [38] was grown overnight in LB. Fresh LB medium supplemented with glucose (0.2%) was then inoculated at 1/100. The strain carrying the plasmids allowing controlling erpA expression by CRISPRi, pdCas9 and pRBS-erpA, was grown overnight in LB and then inoculated (1/100) in fresh LB supplemented with anhydrotetracycline (aTc) (2 μM).
Supporting information
Acknowledgments
We thank all members of the Py group (Marseille), the Ezraty group (Marseille) and the Barras unit (Paris) for fruitful discussions. We thank Y. Dennis and R. Barré (IMM transcriptomic platform) for qRT-PCR experiments.
Data Availability
All relevant data are within the manuscript and its Supporting Information files.
Funding Statement
This work was supported by grants from the CNRS, the JPIAMR “Combinatorial” grant, Aix‐Marseille Université, Institut Pasteur and the ANR-10-LABX-62-IBEID. A.G. and J.Z. were supported by fellowships from Ministère de l’Enseignement et de la Recherche. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Levy SB, Marshall B. Antibacterial resistance worldwide: causes, challenges and responses. Nat Med. 2004;10:S122–129. 10.1038/nm1145 [DOI] [PubMed] [Google Scholar]
- 2.Chait R, Craney A, Kishony R. Antibiotic interactions that select against resistance. Nature. 2007;446:668–671. 10.1038/nature05685 [DOI] [PubMed] [Google Scholar]
- 3.Yeh P, Tschumi AI, Kishony R. Functional classification of drugs by properties of their pairwise interactions. Nat Genet. 2006;38:489–494. 10.1038/ng1755 [DOI] [PubMed] [Google Scholar]
- 4.Chevereau G, Bollenbach T. Systematic discovery of drug interaction mechanisms. Mol Syst Biol. 2015;11:807 10.15252/msb.20156098 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Brochado AR, Telzerow A, Bobonis J, Banzhaf M, Mateus A, Selkrig J, et al. Species-specific activity of antibacterial drug combinations. Nature. 2018; 1 10.1038/s41586-018-0278-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Burger RM, Drlica K. Superoxide protects Escherichia coli from bleomycin mediated lethality. J Inorg Biochem. 2009;103:1273–1277. 10.1016/j.jinorgbio.2009.07.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Mosel M, Li L, Drlica K, Zhao X. Superoxide-mediated protection of Escherichia coli from antimicrobials. Antimicrob Agents Chemother. 2013;57:5755–5759. 10.1128/AAC.00754-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Ezraty B, Vergnes A, Banzhaf M, Duverger Y, Huguenot A, Brochado AR, et al. Fe-S cluster biosynthesis controls uptake of aminoglycosides in a ROS-less death pathway. Science. 2013;340:1583–1587. 10.1126/science.1238328 [DOI] [PubMed] [Google Scholar]
- 9.Roche B, Aussel L, Ezraty B, Mandin P, Py B, Barras F. Iron/sulfur proteins biogenesis in prokaryotes: formation, regulation and diversity. Biochim Biophys Acta. 2013;1827:455–469. 10.1016/j.bbabio.2012.12.010 [DOI] [PubMed] [Google Scholar]
- 10.Boyd ES, Thomas KM, Dai Y, Boyd JM, Outten FW. Interplay between oxygen and Fe-S cluster biogenesis: insights from the Suf pathway. Biochemistry. 2014;53:5834–5847. 10.1021/bi500488r [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Blanc B, Gerez C, Ollagnier de Choudens S. Assembly of Fe/S proteins in bacterial systems: Biochemistry of the bacterial ISC system. Biochim Biophys Acta. 2015;1853:1436–1447. 10.1016/j.bbamcr.2014.12.009 [DOI] [PubMed] [Google Scholar]
- 12.Blanc B, Clémancey M, Latour J-M, Fontecave M, Ollagnier de Choudens S. Molecular investigation of iron-sulfur cluster assembly scaffolds under stress. Biochemistry. 2014;53:7867–7869. 10.1021/bi5012496 [DOI] [PubMed] [Google Scholar]
- 13.Bai Y, Chen T, Happe T, Lu Y, Sawyer A. Iron-sulphur cluster biogenesis via the SUF pathway. Metallomics. 2018;10:1038–1052. 10.1039/c8mt00150b [DOI] [PubMed] [Google Scholar]
- 14.Pérard J, Ollagnier de Choudens S. Iron-sulfur clusters biogenesis by the SUF machinery: close to the molecular mechanism understanding. J Biol Inorg Chem. 2018;23:581–596. 10.1007/s00775-017-1527-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Takahashi Y, Tokumoto U. A third bacterial system for the assembly of iron-sulfur clusters with homologs in archaea and plastids. J Biol Chem. 2002;277:28380–28383. 10.1074/jbc.C200365200 [DOI] [PubMed] [Google Scholar]
- 16.Mettert EL, Kiley PJ. Fe–S proteins that regulate gene expression. Biochimica et Biophysica Acta (BBA)—Molecular Cell Research. 2015;1853:1284–1293. 10.1016/j.bbamcr.2014.11.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Kobayashi K. Sensing Mechanisms in the Redox-Regulated, [2Fe-2S] Cluster-Containing, Bacterial Transcriptional Factor SoxR. Acc Chem Res. 2017;50:1672–1678. 10.1021/acs.accounts.7b00137 [DOI] [PubMed] [Google Scholar]
- 18.Imlay JA. Transcription Factors That Defend Bacteria Against Reactive Oxygen Species. Annu Rev Microbiol. 2015;69:93–108. 10.1146/annurev-micro-091014-104322 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Dietrich LEP, Kiley PJ. A shared mechanism of SoxR activation by redox-cycling compounds. Mol Microbiol. 2011;79:1119–1122. 10.1111/j.1365-2958.2011.07552.x [DOI] [PubMed] [Google Scholar]
- 20.Pomposiello PJ, Bennik MH, Demple B. Genome-wide transcriptional profiling of the Escherichia coli responses to superoxide stress and sodium salicylate. J Bacteriol. 2001;183:3890–3902. 10.1128/JB.183.13.3890-3902.2001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Martin RG, Rosner JL. Genomics of the marA/soxS/rob regulon of Escherichia coli: identification of directly activated promoters by application of molecular genetics and informatics to microarray data. Mol Microbiol. 2002;44:1611–1624. 10.1046/j.1365-2958.2002.02985.x [DOI] [PubMed] [Google Scholar]
- 22.Martin RG, Rosner JL. Analysis of microarray data for the marA, soxS, and rob regulons of Escherichia coli. Meth Enzymol. 2003;370:278–280. 10.1016/S0076-6879(03)70024-X [DOI] [PubMed] [Google Scholar]
- 23.Lee J- H, Lee K- L, Yeo W- S, Park S- J, Roe J- H. SoxRS-mediated lipopolysaccharide modification enhances resistance against multiple drugs in Escherichia coli. J Bacteriol. 2009;191:4441–4450. 10.1128/JB.01474-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Singh AK, Shin J- H, Lee K- L, Imlay JA, Roe J- H. Comparative study of SoxR activation by redox-active compounds. Mol Microbiol. 2013;90:983–996. 10.1111/mmi.12410 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Gaudu P, Weiss B. SoxR, a [2Fe-2S] transcription factor, is active only in its oxidized form. Proc Natl Acad Sci USA. 1996;93:10094–10098. 10.1073/pnas.93.19.10094 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Hidalgo E, Ding H, Demple B. Redox signal transduction: mutations shifting [2Fe-2S] centers of the SoxR sensor-regulator to the oxidized form. Cell. 1997;88:121–129. 10.1016/s0092-8674(00)81864-4 [DOI] [PubMed] [Google Scholar]
- 27.Andersen J, Forst SA, Zhao K, Inouye M, Delihas N. The function of micF RNA. micF RNA is a major factor in the thermal regulation of OmpF protein in Escherichia coli. J Biol Chem. 1989;264:17961–17970. [PubMed] [Google Scholar]
- 28.Ma D, Cook DN, Alberti M, Pon NG, Nikaido H, Hearst JE. Genes acrA and acrB encode a stress-induced efflux system of Escherichia coli. Mol Microbiol. 1995;16:45–55. 10.1111/j.1365-2958.1995.tb02390.x [DOI] [PubMed] [Google Scholar]
- 29.Okusu H, Ma D, Nikaido H. AcrAB efflux pump plays a major role in the antibiotic resistance phenotype of Escherichia coli multiple-antibiotic-resistance (Mar) mutants. J Bacteriol. 1996;178:306–308. 10.1128/jb.178.1.306-308.1996 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Lee J-H, Yeo W-S, Roe J-H. Induction of the sufA operon encoding Fe-S assembly proteins by superoxide generators and hydrogen peroxide: involvement of OxyR, IHF and an unidentified oxidant-responsive factor. Mol Microbiol. 2004;51:1745–1755. 10.1111/j.1365-2958.2003.03946.x [DOI] [PubMed] [Google Scholar]
- 31.Yeo W-S, Lee J-H, Lee K-C, Roe J-H. IscR acts as an activator in response to oxidative stress for the suf operon encoding Fe-S assembly proteins. Mol Microbiol. 2006;61:206–218. 10.1111/j.1365-2958.2006.05220.x [DOI] [PubMed] [Google Scholar]
- 32.Hassan HM, Fridovich I. Intracellular production of superoxide radical and of hydrogen peroxide by redox active compounds. Arch Biochem Biophys. 1979;196:385–395. 10.1016/0003-9861(79)90289-3 [DOI] [PubMed] [Google Scholar]
- 33.Ezraty B, Henry C, Hérisse M, Denamur E, Barras F. Commercial Lysogeny Broth culture media and oxidative stress: a cautious tale. Free Radic Biol Med. 2014;74:245–251. 10.1016/j.freeradbiomed.2014.07.010 [DOI] [PubMed] [Google Scholar]
- 34.Koo M- S, Lee J- H, Rah S- Y, Yeo W- S, Lee J- W, Lee K- L, et al. A reducing system of the superoxide sensor SoxR in Escherichia coli. EMBO J. 2003;22:2614–2622. 10.1093/emboj/cdg252 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Vinella D, Loiseau L, Ollagnier de Choudens S, Fontecave M, Barras F. In vivo [Fe-S] cluster acquisition by IscR and NsrR, two stress regulators in Escherichia coli. Mol Microbiol. 2013;87:493–508. 10.1111/mmi.12135 [DOI] [PubMed] [Google Scholar]
- 36.Vinella D, Brochier-Armanet C, Loiseau L, Talla E, Barras F. Iron-sulfur (Fe/S) protein biogenesis: phylogenomic and genetic studies of A-type carriers. PLoS Genet. 2009;5:e1000497 10.1371/journal.pgen.1000497 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Py B, Gerez C, Huguenot A, Vidaud C, Fontecave M, Ollagnier de Choudens S, et al. The ErpA/NfuA complex builds an oxidation-resistant Fe-S cluster delivery pathway. J Biol Chem. 2018;293:7689–7702. 10.1074/jbc.RA118.002160 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Loiseau L, Gerez C, Bekker M, Ollagnier-de Choudens S, Py B, Sanakis Y, et al. ErpA, an iron sulfur (Fe S) protein of the A-type essential for respiratory metabolism in Escherichia coli. Proc Natl Acad Sci USA. 2007;104:13626–13631. 10.1073/pnas.0705829104 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Angelini S, Gerez C, Ollagnier-de Choudens S, Sanakis Y, Fontecave M, Barras F, et al. NfuA, a new factor required for maturing Fe/S proteins in Escherichia coli under oxidative stress and iron starvation conditions. J Biol Chem. 2008;283:14084–14091. 10.1074/jbc.M709405200 [DOI] [PubMed] [Google Scholar]
- 40.Larson MH, Gilbert LA, Wang X, Lim WA, Weissman JS, Qi LS. CRISPR interference (CRISPRi) for sequence-specific control of gene expression. Nat Protoc. 2013;8:2180–2196. 10.1038/nprot.2013.132 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Chareyre S, Barras F, Mandin P. A small RNA controls bacterial sensitivity to gentamicin during iron starvation. PLoS Genet. 2019;15:e1008078 10.1371/journal.pgen.1008078 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Crack JC, Le Brun NE. Redox-Sensing Iron-Sulfur Cluster Regulators. Antioxid Redox Signal. 2018;29:1809–1829. 10.1089/ars.2017.7361 [DOI] [PubMed] [Google Scholar]
- 43.Mettert EL, Outten FW, Wanta B, Kiley PJ. The impact of O(2) on the Fe-S cluster biogenesis requirements of Escherichia coli FNR. J Mol Biol. 2008;384:798–811. 10.1016/j.jmb.2008.09.080 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Nachin L, Loiseau L, Expert D, Barras F. SufC: an unorthodox cytoplasmic ABC/ATPase required for [Fe-S] biogenesis under oxidative stress. EMBO J. 2003;22:427–437. 10.1093/emboj/cdg061 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Jang S, Imlay JA. Hydrogen peroxide inactivates the Escherichia coli Isc iron-sulphur assembly system, and OxyR induces the Suf system to compensate. Mol Microbiol. 2010;78:1448–1467. 10.1111/j.1365-2958.2010.07418.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Lee K- C, Yeo W- S, Roe J- H. Oxidant-responsive induction of the suf operon, encoding a Fe-S assembly system, through Fur and IscR in Escherichia coli. J Bacteriol. 2008;190:8244–8247. 10.1128/JB.01161-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Bentley SD, Chater KF, Cerdeño-Tárraga A- M, Challis GL, Thomson NR, James KD, et al. Complete genome sequence of the model actinomycete Streptomyces coelicolor A3(2). Nature. 2002;417:141–147. 10.1038/417141a [DOI] [PubMed] [Google Scholar]
- 48.den Hengst CD, Buttner MJ. Redox control in actinobacteria. Biochim Biophys Acta. 2008;1780:1201–1216. 10.1016/j.bbagen.2008.01.008 [DOI] [PubMed] [Google Scholar]
- 49.Pinske C, Sawers RG. Delivery of iron-sulfur clusters to the hydrogen-oxidizing [NiFe]-hydrogenases in Escherichia coli requires the A-type carrier proteins ErpA and IscA. PLoS ONE. 2012;7:e31755 10.1371/journal.pone.0031755 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Pinske C, Sawers RG. A-type carrier protein ErpA is essential for formation of an active formate-nitrate respiratory pathway in Escherichia coli K-12. J Bacteriol. 2012;194:346–353. 10.1128/JB.06024-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Jaroschinsky M, Pinske C, Gary Sawers R. Differential effects of isc operon mutations on the biosynthesis and activity of key anaerobic metalloenzymes in Escherichia coli. Microbiology (Reading, Engl). 2017;163:878–890. 10.1099/mic.0.000481 [DOI] [PubMed] [Google Scholar]
- 52.Tanaka N, Kanazawa M, Tonosaki K, Yokoyama N, Kuzuyama T, Takahashi Y. Novel features of the ISC machinery revealed by characterization of Escherichia coli mutants that survive without iron-sulfur clusters. Mol Microbiol. 2016;99:835–848. 10.1111/mmi.13271 [DOI] [PubMed] [Google Scholar]
- 53.Mühlenhoff U, Richter N, Pines O, Pierik AJ, Lill R. Specialized function of yeast Isa1 and Isa2 proteins in the maturation of mitochondrial [4Fe-4S] proteins. J Biol Chem. 2017;292:17979 10.1074/jbc.AAC117.000255 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Schwartz CJ, Djaman O, Imlay JA, Kiley PJ. The cysteine desulfurase, IscS, has a major role in in vivo Fe-S cluster formation in Escherichia coli. Proc Natl Acad Sci USA. 2000;97:9009–9014. 10.1073/pnas.160261497 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Sekiya H, Mima T, Morita Y, Kuroda T, Mizushima T, Tsuchiya T. Functional cloning and characterization of a multidrug efflux pump, mexHI-opmD, from a Pseudomonas aeruginosa mutant. Antimicrob Agents Chemother. 2003;47:2990–2992. 10.1128/aac.47.9.2990-2992.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Palma M, Zurita J, Ferreras JA, Worgall S, Larone DH, Shi L, et al. Pseudomonas aeruginosa SoxR does not conform to the archetypal paradigm for SoxR-dependent regulation of the bacterial oxidative stress adaptive response. Infect Immun. 2005;73:2958–2966. 10.1128/IAI.73.5.2958-2966.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Dietrich LEP, Price-Whelan A, Petersen A, Whiteley M, Newman DK. The phenazine pyocyanin is a terminal signalling factor in the quorum sensing network of Pseudomonas aeruginosa. Mol Microbiol. 2006;61:1308–1321. 10.1111/j.1365-2958.2006.05306.x [DOI] [PubMed] [Google Scholar]
- 58.Sakhtah H, Koyama L, Zhang Y, Morales DK, Fields BL, Price-Whelan A, et al. The Pseudomonas aeruginosa efflux pump MexGHI-OpmD transports a natural phenazine that controls gene expression and biofilm development. PNAS. 2016; 201600424 10.1073/pnas.1600424113 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Zhu K, Chen S, Sysoeva TA, You L. Universal antibiotic tolerance arising from antibiotic-triggered accumulation of pyocyanin in Pseudomonas aeruginosa. PLoS Biol. 2019;17:e3000573 10.1371/journal.pbio.3000573 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Schiessl KT, Hu F, Jo J, Nazia SZ, Wang B, Price-Whelan A, et al. Phenazine production promotes antibiotic tolerance and metabolic heterogeneity in Pseudomonas aeruginosa biofilms. Nat Commun. 2019;10:762 10.1038/s41467-019-08733-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Brynildsen MP, Winkler JA, Spina CS, MacDonald IC, Collins JJ. Potentiating antibacterial activity by predictably enhancing endogenous microbial ROS production. Nat Biotechnol. 2013;31:160–165. 10.1038/nbt.2458 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Miller JH. A Short Course in Bacterial Genetics–A Laboratory Manual and Handbook for Escherichia coli and Related Bacteria Cold Spring Harbor 1992. Cold Spring Harbor Laboratory Press. ISBN: 0–87969–349–5. [Google Scholar]
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Data Availability Statement
All relevant data are within the manuscript and its Supporting Information files.