ABSTRACT
Iron-sulfur [Fe-S] clusters are essential protein cofactors allowing bacteria to perceive environmental redox modification and to adapt to iron limitation. Escherichia coli, which served as a bacterial model, contains two [Fe-S] cluster biogenesis systems, ISC and SUF, which ensure [Fe-S] cluster synthesis under balanced and stress conditions, respectively. However, our recent phylogenomic analyses revealed that most bacteria possess only one [Fe-S] cluster biogenesis system, most often SUF. The opportunist human pathogen Pseudomonas aeruginosa is atypical as it harbors only ISC. Here, we confirmed the essentiality of ISC in P. aeruginosa under both normal and stress conditions. Moreover, P. aeruginosa ISC restored viability, under balanced growth conditions, to an E. coli strain lacking both ISC and SUF. Reciprocally, the E. coli SUF system sustained growth and [Fe-S] cluster-dependent enzyme activities of ISC-deficient P. aeruginosa. Surprisingly, an ISC-deficient P. aeruginosa strain expressing E. coli SUF showed defects in resistance to H2O2 stress and paraquat, a superoxide generator. Similarly, the P. aeruginosa ISC system did not confer stress resistance to a SUF-deficient E. coli mutant. A survey of 120 Pseudomonadales genomes confirmed that all but five species have selected ISC over SUF. While highlighting the great versatility of bacterial [Fe-S] cluster biogenesis systems, this study emphasizes that their contribution to cellular homeostasis must be assessed in the context of each species and its own repertoire of stress adaptation functions. As a matter of fact, despite having only one ISC system, P. aeruginosa shows higher fitness in the face of ROS and iron limitation than E. coli.
IMPORTANCE
ISC and SUF molecular systems build and transfer Fe-S cluster to cellular apo protein clients. The model Escherichia coli has both ISC and SUF and study of the interplay between the two systems established that the ISC system is the house-keeping one and SUF the stress-responding one. Unexpectedly, our recent phylogenomic analysis revealed that in contrast to E. coli (and related enterobacteria such as Salmonella), most bacteria have only one system, and, in most cases, it is SUF. Pseudomonas aeruginosa fits the general rule of having only one system but stands against the rule by having ISC. This study aims at engineering P. aeruginosa harboring E. coli systems and vice versa. Comparison of the recombinants allowed to assess the functional versatility of each system while appreciating their contribution to cellular homeostasis in different species context.
KEYWORDS: stress adaptation, Escherichia coli, Pseudomonas aeruginosa, iron-sulfur biogenesis
INTRODUCTION
In their environment, bacteria are continuously thriving among fluctuating conditions, yielding to frequent unbalanced stressful situations. The capacity to sustain such sudden and frequent changes stems from the ability to detect them and to modify cellular pathways such as to reach a new homeostatic state. Most frequent stresses encountered by bacteria include those derived from reactive chemical species or those due to nutrient limitation. Reactive oxygen species (ROS) or reactive nitrogen species (RNS) and iron limitation are typical examples of such stresses, in particular, for pathogens multiplying in their host. In this context, iron-sulfur [Fe-S] clusters are of great relevance as these protein cofactors are often used by bacteria to detect and cope with ROS/RNS and iron limitation (1, 2). Moreover, [Fe-S] cluster-bound proteins are targets of ROS/RNS and iron limitation because the former might destabilize clusters and the latter could make them difficult to build.
[Fe-S] cluster bound proteins, which are involved in multiple conserved cellular processes, acquire their clusters from dedicated [Fe-S] cluster biogenesis systems (3, 4). Five [Fe-S] cluster biogenesis systems have been identified in prokaryotes, namely, NIF (NItrogen Fixation), ISC (Iron–Sulfur Cluster), SUF (mobilization of SUlFur), MIS (Minimal Isc System), and SMS (Suf-like Minimal System) (5). The NIF system is specific for nitrogenase maturation and has been well studied in the nitrogen-fixing bacterium Azotobacter vinelandii (6–8). The SUF and ISC systems are both present in Escherichia coli and shown to be responsible for the maturation of all cellular [Fe-S] cluster proteins although exhibiting differential target-specific efficiency (9–13). All [Fe-S] cluster biogenesis systems, but SMS, include a cysteine desulfurase (IscS, SufSE, NifS, MisS), which provides sulfur to build a [Fe-S] cluster on a scaffold protein (IscU, SufBCD, NifU, MisU, and possibly SmsBC). Then, carriers of the A-type (IscA, SufA, ErpA, NfuA) or other types of transporters (Grx, Mrp) deliver the newly synthesized [Fe-S] clusters to apo-proteins (3, 11).
Our perception of [Fe-S] cluster homeostasis is mostly derived from studies in E. coli. This bacterium switches from ISC under normal conditions to SUF under stress conditions thanks to two transcriptional regulators, Fur and IscR, and a non-coding RNA, RyhB. Fur and IscR act as repressors in their Fe-bound or [Fe-S] cluster-bound form, respectively. When the level of [Fe-S] clusters synthesized meets with the overall cellular demand, the [Fe-S] cluster-bound IscR represses the isc operon, preventing additional [Fe-S] cluster biosynthesis. The suf operon is under Fur repression. Under iron limitation, Fur is mainly present in the apo form and Fur repression alleviation allows activation of the suf operon while the non-coding RNA RyhB inhibits iscSUA gene translation and promotes iscSUA mRNA degradation. RyhB-binding site lies in the iscR-iscSUA intergenic region and stabilizes upstream iscR mRNA, allowing for a steady production of IscR under its apo-form, which binds upstream of the suf operon and activates its expression. Moreover, under oxidative stress, the OxyR transcriptional regulator activates the suf operon expression (4). Consistent with these specific regulatory patterns, the SUF system was found to be used under oxidative stress and iron limitation, while the efficiency of the ISC system appeared to be compromised under such stress conditions (4). Thus, in E. coli, the presence of both ISC and SUF ensures [Fe-S] cluster synthesis to be maintained under a wide array of different growth conditions in order to meet with the essentiality of [Fe-S] clusters. Yet, this model was from the beginning bound to be restricted to E. coli and other Enterobacteriaceae, such as Salmonella Typhimurium or Dickeya dadantii (14–16), as some important human pathogens were found to possess only the SUF system, such as Mycobacterium tuberculosis (17), Staphylococcus aureus (18), and Enterococcus faecalis (19), or the only ISC system, such as Pseudomonas aeruginosa (20) and Acinetobacter baumannii (21). Moreover, very recently, we carried out a thorough analysis of [Fe-S] cluster biogenesis system distribution in prokaryotes and found that a vast majority of bacteria have only one system, most of the time SUF (5). Hence, besides illustrating the particularity of enterobacteria [Fe-S] cluster-based biology, these observations call for a broadening of our studies in order to embrace the biodiversity emerging in the bacterial world, focusing on bacterial models equipped with different combinations of [Fe-S] cluster biogenesis systems.
The opportunistic human pathogen P. aeruginosa genome contains the iscRSUA-hscBA-fdx2-iscX operon (20, 22). The lack of a stress responding SUF system that would intervene under oxidative stress conditions as observed in E. coli is surprising, as P. aeruginosa confronts ROS produced by host phagocytes during acute and chronic infections. The isc operon was found to be upregulated under oxidative stress, thanks to the alleviation of the transcriptional repression mediated by IscR, which acts as a sensor of cellular [Fe-S] cluster levels under both balanced and stressful conditions (20). This suggests that ISC might be sufficient to keep up with different environmental conditions, particularly those encountered during multiplication in the host. P. aeruginosa was also found to synthesize the [Fe-S] cluster carriers NfuA and GrxD, which were proposed to be contributing to [Fe-S] cluster targeting to apo-clients under oxidative stress (23).
In this study, we established the essentiality of the ISC system in P. aeruginosa and its role in antibiotic and stress resistance; then, we tested the interchangeability between the ISC and/or SUF systems of E. coli and P. aeruginosa, performing different analyses in several growth conditions, especially by mimicking the stressful environment that P. aeruginosa cells handle in the host during infection. This thorough and exhaustive comparison revealed unsuspected property of each machinery, like the reduced ability of E. coli SUF as compared with ISC to sustain a high level of ROS-mediated stress in P. aeruginosa or capacity of P. aeruginosa ISC to rescue a strain of E. coli lacking both ISC and SUF. Altogether this study allows us to discuss and, in part, reassess the contribution of [Fe-S] cluster biogenesis systems to bacterial homeostasis control.
RESULTS
The ISC system is essential in P. aeruginosa
As [Fe-S] clusters are essential, inactivating the only system that P. aeruginosa possesses was predicted to be lethal. To test this, we generated a P. aeruginosa PAO1 conditional mutant in the iscU gene, encoding the ISC [Fe-S] cluster scaffold protein. This mutant, hereafter named ΔiscU ParaiscU, carries an arabinose-inducible copy of the iscU coding sequence inserted into a neutral site (attB) of the genome and an in-frame deletion of the endogenous iscU coding sequence (Fig. 1A).
Fig 1.
Essentiality of the ISC system in P. aeruginosa. (A) Schematic representation of the P. aeruginosa isc operon in the wild-type strain PAO1 and in the arabinose (ARA)-dependent ΔiscU ParaiscU conditional mutant. Genes are not in scale. (B) Growth curves of PAO1 and ΔiscU ParaiscU at 37°C in MH supplemented or not with increasing concentrations of ARA. (C) Growth of PAO1 and ΔiscU ParaiscU at 37°C in MH upon subsequent refreshes with or without ARA (see Materials and Methods for details). (D) Western blot analysis for IscU, IscS, and the loading control LptC in IscU-replete and -depleted cells obtained as shown in panel C. (E) Colony growth of PAO1 and ΔiscU ParaiscU at 37°C on MH agar plates under aerobic and anaerobic conditions. (F and G) Biofilm formation by PAO1 and ΔiscU ParaiscU in (F) microtiter plates or (G) flow cells. The asterisk indicates a statistically significant difference (P < 0.05) with respect to the wild type. Data are the mean (±SD) or are representative of at least three independent assays.
Planktonic growth assays demonstrated that the ΔiscU ParaiscU conditional mutant cannot grow in the absence of arabinose and that the inducer promotes the growth of the mutant in a dose-dependent manner (Fig. 1B). Next, ΔiscU ParaiscU mutant cells were collected under non-permissive conditions, using the culturing strategy shown in Fig. 1C, and Western blot analysis confirmed the full depletion of IscU (Fig. 1D). Importantly, the IscS protein was detected, showing that deletion of the endogenous copy of iscU did not hamper the expression of the upstream adjacent iscS gene. Moreover, the intracellular levels of IscS were markedly increased in IscU-depleted cells (Fig. 1D). This was expected as the isc operon is under the control of the transcriptional repressor IscR, which is an IscU target and, therefore, is predicted to arise mostly in its non-repressing apo-form in IscU-depleted cells (20).
Colony growth assays showed that IscU is important for P. aeruginosa growth also under anaerobic conditions in the presence of nitrate as electron acceptor (Fig. 1E), presumably because the ISC system matures [Fe-S] cluster-containing nitrate reductase (24). Microtiter plate assays showed that the ΔiscU ParaiscU conditional mutant was also strongly impaired in biofilm formation under non-inducing conditions (Fig. 1F). Consistently, flow-cell assay confirmed that IscU-depleted cells were only able to adhere to the surface without developing mature, mushrooms-like biofilms (Fig. 1G). The biofilm biomass and structure were comparable to the wild type when the ΔiscU ParaiscU conditional mutant was cultured in the presence of arabinose (Fig. 1F and G), confirming that the impairment in biofilm formation was specifically due to IscU depletion. Altogether these results demonstrated that the ISC system is essential for P. aeruginosa.
Effect of IscU depletion on antibiotic resistance in P. aeruginosa
P. aeruginosa causes severe infections in humans and understanding its mechanisms of antibiotic resistance is a necessity. Therefore, we investigated whether IscU depletion and the resulting impairment in [Fe-S] cluster biogenesis affects P. aeruginosa sensitivity to aminoglycosides. This was tested because E. coli cells with inefficient [Fe-S] cluster biogenesis are more resistant to aminoglycosides owing to impaired maturation of respiratory complexes and decreased level of the proton motive force (pmf) required for aminoglycoside uptake (12). First, we confirmed by Western blot analysis that IscU level in the conditional mutant decreases with decreasing concentrations of arabinose (Fig. 2A). Afterward, we performed disc diffusion assays on agar plates supplemented with arabinose at the lowest concentrations that sustain growth of the ΔiscU ParaiscU conditional mutant (Fig. 2B). Surprisingly, varying IscU levels did not influence resistance to aminoglycosides (gentamicin, kanamycin, streptomycin). Levels of resistance to antibiotics belonging to other classes were also unchanged (Fig. 2B). However, time-killing experiments revealed that IscU-depleted cells are much more tolerant to the aminoglycoside gentamicin, the fluoroquinolone ofloxacin, and the β-lactam meropenem than IscU-replete ones (Fig. 2C; Fig. S1). The observed pleiotropic tolerance of IscU-depleted cells to different antibiotics targeting different pathways could be due to poor metabolic activity (25, 26). This was tested using colistin, an antibiotic reported to kill both growing and resting cells (27, 28). Colistin was found to kill equally efficiently IscU-depleted and -replete cells (Fig. 2C; Fig. S1). To corroborate the link between cell metabolic state and antibiotic susceptibility, we incubated wild-type cells in saline overnight at 4°C to reduce cell metabolism (29) and then treated them with the same antibiotics. As expected, metabolically inactive P. aeruginosa cells acquired tolerance to all antibiotics except colistin (Fig. 2D) similar to IscU-depleted cells. These results showed that low levels of IscU and, thus, impaired production of [Fe-S] clusters yield to a pleiotropic tolerance to multiple antibiotics of different classes, likely by lowering cell metabolic activity.
Fig 2.
Effect of IscU depletion on P. aeruginosa antibiotic susceptibility. (A) Western blot analysis for IscU and the loading control LptC in PAO1 and ΔiscU ParaiscU conditional mutant cells cultured with different arabinose (ARA) concentrations. (B) Inhibition halos in the Kirby-Bauer disc diffusion assay of gentamicin (Gm), kanamycin (Km), streptomycin (Sm), tetracycline (Tc), ciprofloxacin (Cip), ceftazidime (Caz), and imipenem (Ipm) for PAO1 and ΔiscU ParaiscU cells cultured in the presence of the indicated ARA concentrations. (C) Survival curves of IscU-replete and -depleted cells, obtained as described in Fig. 1C, exposed to 4× MIC of gentamicin, rifampicin, meropenem or colistin, corresponding to 2 µg/mL for all antibiotics against PAO1. Curves obtained for antibiotic treatments at 1× and 2× MIC are shown in Fig. S1. (D) Survival curves of metabolically inactive PAO1 cells exposed to the indicated antibiotics at 4 × MIC. Cells were resuspended in saline and incubated at 4°C for 14 h (29) and then subjected to antibiotic treatment in saline. Data are the mean (±SD) or are representative of at least three independent assays.
The E. coli SUF system can functionally replace a defective P. aeruginosa ISC system under normal conditions but not under stress conditions
P. aeruginosa has only ISC. Therefore, we were curious to investigate how it would behave if its ISC system was changed for a heterologous SUF system. To this aim, we cloned the entire suf operon (sufABCDSE) of E. coli (hereafter renamed sufEC) downstream of an IPTG-dependent promoter into the shuttle vector pME6032, yielding to the pMEsufEC plasmid, which was transformed into the P. aeruginosa ΔiscU ParaiscU conditional mutant. In parallel, we verified that the E. coli ISC system was able to substitute for the P. aeruginosa ISC. We cloned the iscU gene (hereafter renamed iscUEC) or the entire isc operon (iscSUAhscBAfdx, hereafter renamed iscEC) of E. coli downstream of the IPTG-dependent promoter into pME6032, yielding to the pMEiscUEC and pMEiscEC plasmids, which were subsequently transformed into the P. aeruginosa ΔiscU ParaiscU conditional mutant (Table S1). Colony growth assays revealed that the expression of both E. coli ISC and SUF restored the growth of the conditional mutant although the growth was slightly impaired in the ΔiscU ParaiscU conditional mutant expressing E. coli SUF (Fig. 3A). As expected, the expression of IscUEC alone was also able to rescue the growth of the P. aeruginosa ΔiscU ParaiscU conditional mutant in the absence of arabinose (Fig. 3A). In contrast, the expression of the [Fe-S] cluster scaffold proteins of the E. coli SUF system (SufBCD) from the plasmid pMEsufBCDEC did not promote the growth of the ΔiscU ParaiscU conditional mutant (Fig. 3A), confirming that ISC and SUF components are not functionally exchangeable (3, 11). Some growth-promoting effect on IscU-depleted cells was also observed for pMEiscUEC, pMEiscEC, and pMEsufEC under non-inducing conditions (i.e. without IPTG) (Fig. 3A), likely because of leaky expression from pME6032 (30). This allowed us to further compare the functionality of the different [Fe-S] cluster biogenesis systems in P. aeruginosa. While the basal level of expression of the iscEC operon was sufficient to fully restore P. aeruginosa ΔiscU ParaiscU growth, E. coli SUF failed to restore P. aeruginosa ΔiscU ParaiscU growth at low-expression levels (Fig. 3A), implying that the heterologous SUF system only partially compensates for the non-functionality of the endogenous P. aeruginosa ISC system. This was corroborated by (i) planktonic growth assays, which revealed a delayed growth of IscU-depleted P. aeruginosa cells expressing E. coli SUF as compared to IscU-replete controls (Fig. 3B) and (ii) biochemical assays, demonstrating that the activity of the [Fe-S] enzymes succinate dehydrogenase, aconitase, and fumarase A was slightly lower in the ΔiscU ParaiscU conditional mutant that expresses SUF with respect to the wild type control (Fig. 3C). Interestingly, E. coli SUF expression fully restored susceptibility to antibiotic killing in the ΔiscU ParaiscU conditional mutant (Fig. S2).
Fig 3.
E. coli ISC and SUF systems functionally replace P. aeruginosa ISC. (A) Colony growth of the P. aeruginosa ΔiscU ParaiscU conditional mutant carrying the plasmid pME6032 with the entire isc operon (iscEC), the entire suf operon (sufEC), the iscU gene or sufBCD genes from E. coli under an IPTG-inducible promoter on MH agar plates. PAO1 and ΔiscU ParaiscU with the empty plasmid pME6032 were used as positive and negative controls, respectively. (B) Planktonic growth of PAO1 and ΔiscU ParaiscU carrying pMEsufEC or the empty plasmid at 37°C in MH. When indicated, arabinose (ARA) and IPTG were added at 0.5% and 0.5 mM, respectively. (C) Enzymatic activity, expressed as percentage relative to PAO1 pME6032, of succinate dehydrogenase (SDH), fumarase A (FumA), and aconitase (Acn) in ΔiscU ParaiscU pMEsufEC cultured in MH with 0.5 mM IPTG. IscU-depleted cells carrying the empty plasmid were obtained as described in Fig. 1C and used as the negative control. Data are the mean (±SD) or are representative of at least three independent assays. The asterisks indicate statistically significant differences (P < 0.05) with respect to the wild type carrying the empty plasmid.
To rule out that growth restoration by E. coli SUF could be influenced by residual IscU expression in the conditional mutant, we generated P. aeruginosa PAO1 ΔiscU strains carrying either pMEsufEC or pMEiscEC (Table S1). Colony and planktonic growth assays demonstrated that the effect of E. coli ISC or SUF expression is very similar between the ΔiscU strain and the ΔiscU ParaiscU conditional mutant (Fig. S3), confirming that E. coli SUF is sufficient to sustain growth of ISC-deficient P. aeruginosa cells. The ΔiscU strain carrying the pMEiscEC was also used to monitor the basal level of expression from the IPTG-inducible promoter by Western blot using the anti-IscU antibody (Fig. S4). This analysis showed that the growth restoration effect of ISC expressing plasmids observed in the absence of IPTG (Fig. 3) occurs at very low levels of expression of E. coli isc genes.
Since in E. coli SUF is thought to be the stress responding system, we investigated whether SUF-mediated [Fe-S] cluster biogenesis in P. aeruginosa had any positive effect on oxidative stress resistance. The P. aeruginosa ΔiscU ParaiscU conditional mutant and the ∆iscU strain carrying either pMEiscEC or pMEsufEC were grown in the presence of hydrogen peroxide (H2O2) or paraquat (PQ), a superoxide generating compound, at sub-MIC concentrations. Expression of the E. coli ISC system allowed growth of P. aeruginosa iscU mutants both in the presence of PQ and H2O2 (Fig. 4A) even if rescue was less efficient on PQ-containing plates than on H2O2. This indicated that E. coli ISC is capable of sustaining ROS challenge when expressed in P. aeruginosa. Surprisingly, E. coli SUF expression largely failed to rescue IscU-depleted P. aeruginosa cells on PQ-containing plates, while it was able to sustain growth on H2O2 containing plates (Fig. 4A; Fig. S5).
Fig 4.
Effect of E. coli ISC and SUF systems on P. aeruginosa oxidative stress resistance and anaerobiosis. (A) Colony growth of the P. aeruginosa ΔiscU ParaiscU conditional mutant or the ΔiscU deletion mutant carrying the plasmid pME6032 with the entire isc operon (iscEC) or the entire suf operon (sufEC) of E. coli under an IPTG-inducible promoter on MH agar plates supplemented with H2O2 or paraquat (PQ) at 0.25 × MIC for the wild type (corresponding to 0.25 mM and 0.125 mM, respectively). (B) Colony growth of the strains described in panel A grown under anaerobiosis conditions. PAO1 and ΔiscU ParaiscU with the empty plasmid pME6032 were used as positive and negative controls, respectively. When indicated, arabinose (ARA) and IPTG were added at 0.5% and 0.5 mM, respectively. Images are representative of three independent assays.
We also compared the growth complementing activity of E. coli SUF and ISC systems in IscU-depleted P. aeruginosa under anaerobiosis, which is expected to reduce endogenous ROS formation (31, 32). Anaerobic growth of IscU-depleted or ΔiscU P. aeruginosa cells was found to be equally promoted by the expression of either E. coli ISC or SUF (Fig. 4B). Interestingly, under anaerobic conditions, the growth of ISC-defective P. aeruginosa mutants carrying the pMEsufEC construct was almost fully restored even in the absence of IPTG (Fig. 4B) in contrast to what was observed in aerobiosis (Fig. 3A; Fig. S3). Western blot analysis showed that IPTG-inducible expression from pME6032 derivatives is similar in both aerobic and anaerobic conditions (Fig. S4).
Altogether these results revealed that E. coli SUF can substitute for the endogenous ISC system of P. aeruginosa in promoting [Fe-S] cluster biogenesis and growth. A surprising observation though is that SUF appears to be less efficient for helping P. aeruginosa to cope with ROS than the ISC system of either P. aeruginosa or E. coli.
P. aeruginosa ISC can replace the E. coli ISC system
Results above demonstrated that ISC of E. coli can substitute for ISC of P. aeruginosa. Conversely, we tested whether the P. aeruginosa ISC can replace the E. coli endogenous ISC. To do this, the entire isc operon (iscSUAhscBAfdx) of P. aeruginosa was cloned in the pME6032 vector, generating the pMEiscPA plasmid, which was introduced into an E. coli ∆isc strain lacking the genes iscSUAhscBAfdx (Table S1). The E. coli Δisc mutant grows very poorly in M9 minimal medium because of the inefficient functioning of several [Fe-S] cluster proteins required for synthesizing amino acids, vitamins, and cofactors (33). As a side comment, this implies a poor efficiency of the SUF system in maturing the set of [Fe-S] proteins involved in these biosynthetic processes. Our results showed that the ISC system of P. aeruginosa rescued the growth defect of the E. coli ∆isc strain both in liquid and solid minimal medium M9 (Fig. 5A and B).
Fig 5.
P. aeruginosa ISC system can replace the endogenous ISC system in E. coli. (A) Colony growth of the E. coli wild type (WT) and Δisc mutant, carrying the empty plasmid pME6032 or the one with the entire isc operon from P. aeruginosa (pMEiscPA), on M9 glucose agar plates. (B) Planktonic growth of E. coli WT and Δisc strains carrying pMEiscPA or the empty plasmid at 37°C in M9 glucose. (C) β-Galactosidase activity of the E. coli WT (black bars) and ΔiscU (gray bars) strains carrying the chromosomal fusions PhmpA::lacZ (left panel) or PiscR::lacZ (right panel) and the empty plasmid pME6032 or pMEiscPA cultured in LB. The plasmid containing the E. coli iscU (pMEiscUEC) was used as control. β-Galactosidase activity is expressed as Miller units. The asterisks indicate statistically significant differences (P < 0.05) with respect to the ΔiscU mutants carrying the empty plasmid. (D) Survival curves of WT and ΔiscUA mutant carrying the empty plasmid pME6032 or pMEiscPA, exposed to 5 µg/mL gentamycin (Gm) in LB medium. The dotted lines represent the survival of the same strains without Gm addiction. For all the experiments, IPTG was added at the concentration of 100 µM. Data are the mean (±SD) or are representative of at least three independent assays.
Next, we tested the capacity of P. aeruginosa ISC to support the activity of two E. coli [Fe-S] cluster-containing transcriptional regulators, IscR, repressor of the isc operon, and NsrR, repressor of several genes among which hmpA, involved in cell protection against nitric oxide (34). Assays were performed in the rich medium LB. In the E. coli ΔiscU mutant carrying the pME6032 plasmid, a fourfold increase in promoter activity with respect of the corresponding wild-type control was observed (Fig. 5C). This activity was due to alleviation of the repression exerted by IscR and NsrR on iscR and hmpA promoters, respectively. Expression of the ISC system of P. aeruginosa caused a decrease in the activity of both iscR and hmpA promoters (Fig. 5C), indicating maturation of IscR and NsrR. Finally, we tested the ability of P. aeruginosa ISC to efficiently mature the E. coli respiratory complexes I and II. As described above, E. coli lacking a functional ISC system exhibits an increased tolerance to aminoglycoside due to inefficient maturation of both complexes and associated decrease in pmf level (12). Therefore, gentamycin killing assays were run with E. coli wild type and ΔiscUA strains expressing or not the P. aeruginosa ISC system. While the ΔiscUA carrying the empty plasmid displayed tolerance to gentamycin, expression of P. aeruginosa ISC was able to restore susceptibility to antibiotics at levels comparable to the wild-type strain (Fig. 5D). These results showed that E. coli is equally efficient at making [Fe-S] clusters with either the endogenous or the P. aeruginosa ISC system.
E. coli lacking both ISC and SUF but using the P. aeruginosa ISC system is viable
We tested whether the ISC system of P. aeruginosa would be able to substitute for the lack of both ISC and SUF systems in E. coli. To assess this, the pMEiscPA plasmid was inserted into the E. coli ∆iscUA ∆suf double mutant. First, colony growth assays were used to test the ability of pMEiscPA to sustain the growth of the non-viable E. coli double-mutant ΔiscUAΔsuf on a rich medium under aerobic conditions. Note that this mutant can be cultivated if grown in the presence of mevalonate (MVA) and arabinose as it contains the genes for the [Fe-S]-independent eukaryotic isoprenoid biosynthesis pathway under an arabinose-dependent promoter (35). This mutant, transformed with pME6032 empty plasmid, was not able to grow in LB supplemented with IPTG (Fig. 6A). Interestingly, the growth of the ΔiscUAΔsuf mutant was restored when transformed with pMEiscPA, showing the ability of P. aeruginosa ISC to support [Fe-S] cluster biogenesis in E. coli lacking functional endogenous systems. The same observation was obtained when performing growth assays in a liquid medium, as the ∆iscUA ∆suf E. coli strain could grow solely if expressing the P. aeruginosa ISC system (Fig. 6B). These results demonstrated that, when expressed in E. coli, the P. aeruginosa ISC system is able to mature all E. coli [Fe-S] cluster proteins required to grow in the conditions used, in particular IspG and IspH, the two [Fe-S] cluster proteins required for synthesizing isoprenoids that are precursors for peptidoglycan biosynthesis and essential for growth.
Fig 6.
P. aeruginosa ISC functionally replaces E. coli ISC and SUF systems. (A) Colony growth of the E. coli wild type (WT) and ΔiscUA Δsuf strains carrying the plasmid pME6032 empty or containing the entire isc operon from P. aeruginosa (pMEiscPA), on LB agar plates. The single mutants ΔiscUA Δsuf carrying pME6032 were used as controls. (B) Planktonic growth of E. coli WT and ΔiscUA Δsuf strains carrying pMEiscPA or the empty plasmid at 37°C in LB. For all the experiments, IPTG was added at the concentration of 100 µM. Data are the mean (±SD) or are representative of at least three independent assays.
P. aeruginosa ISC is not able to replace the E. coli SUF under stress conditions
Next, we tested whether P. aeruginosa ISC would be able to substitute for SUF when E. coli is exposed to ROS. We first measured the activity of the transcriptional regulator SoxR, an [Fe-S] cluster-dependent transcriptional activator responding to redox cycling drugs. Previous work showed that, under exposure to the ROS activator phenazine methosulfate (PMS), only SUF can mature SoxR and permit expression of PsoxS::lacZ transcriptional fusion target (13). Fig. 7A shows that PsoxS activity is similar in the wild type and Δsuf backgrounds for the first 2 h of growth (because ISC is still active) (13), but after 3 h, the activity decreases as SoxR loses its cluster since ISC is not efficient anymore and SUF is missing (Fig. 7A). Interestingly, in the ∆suf strain expressing the P. aeruginosa ISC system, no PsoxS::lacZ associated activity was observed either, indicating that the P. aeruginosa ISC system was unable to deliver [Fe-S] cluster onto SoxR under PMS-induced oxidative stress (Fig. 7A). To further explore this issue, we tested the capacity of the P. aeruginosa ISC system to rescue the growth of the E. coli ∆suf strain under both oxidative stress and iron starvation. P. aeruginosa ISC was unable to support growth of the ∆suf strain on plates supplemented with PMS or the iron chelator dipyridyl (DIP) (Fig. 7B). These results strongly support the view that P. aeruginosa ISC is not efficient in sustaining [Fe-S] cluster biogenesis under stress conditions in E. coli.
Fig 7.
P. aeruginosa ISC is not able to replace the E. coli SUF under oxidative stress conditions. (A) The E. coli wild type (WT) and Δsuf strains carrying the chromosomal fusion PsoxS::lacZ were transformed with the empty plasmid pME6032 or pMEiscPA. At time zero, phenazine methosulfate (PMS, 30 µM) was added, and β-galactosidase activity was monitored at the indicated time points and expressed as Miller units. The dotted lines represent β-galactosidase activity of the same strains without PMS addiction. (B) Colony growth on LB agar, supplemented or not with PMS (50 µM) or dipyridyl (DIP, 300 µM), of the E. coli Δsuf mutant strain carrying the empty plasmid pME6032 or pMEiscPA. WT or Δsuf transformed with the plasmid carrying the suf operon of E. coli (pMEsufEC) were used as controls. For all the experiments, IPTG was added at the concentration of 100 µM. Data are the mean (±SD) or are representative of at least three independent assays.
Comparison of E. coli and P. aeruginosa abilities to sustain stress
The above results point to differential capacities of ISC and SUF systems to operate under stress conditions. The fact that P. aeruginosa does not possess the stress-responding SUF system led us to compare capacities of both strains to thrive in the presence of stressors targeting [Fe-S] clusters, i.e., PMS, PQ, H2O2, and DIP. Comparison of the growth of E. coli MG1655 and P. aeruginosa PAO1 wild-type strains in the presence of varying concentrations of stressors revealed unexpected differences, pointing to an overall higher resistance of P. aeruginosa PAO1 than E. coli MG1655. At 125 and 250 µM PQ, E. coli exhibited a marked delay in resuming growth upon inoculation, which was only marginal for P. aeruginosa; moreover, at 500 µM PQ, E. coli growth ceased, whereas P. aeruginosa growth slowed down but remained effective (Fig. 8A). E. coli showed a drastic increased time period before to resume growth at 100 µM PMS and did not grow at 400 µM PMS, whereas P. aeruginosa was modestly altered until 200 µM PMS and exhibited some residual growth also at 400 µM PMS (Fig. 8B). Regarding resistance to iron depletion, E. coli showed atypical multiphasic growth profiles as well as extended lag phases from 500 µM DIP, whereas P. aeruginosa was almost not affected until 2 mM DIP (Fig. 8C). In contrast, PAO1 showed delayed growth in the presence of all H2O2 concentrations tested that was not observed for MG1655 (Fig. S6). Thus, overall P. aeruginosa showed a much better capacity to resist to challenges imposed by chemicals predicted to lead to superoxide increase (PMS, PQ) and iron limitation (DIP).
Fig 8.
Comparison of E. coli and P. aeruginosa abilities to sustain stress. Planktonic growth of the E. coli MG1655 (left graphs) and P. aeruginosa PAO1 (right graphs) strains in LB supplemented or not with the concentrations indicated in the graphs (expressed in μM) of (A) PQ, (B) PMS, and (C) DIP. Data are the mean (±SD) of at least three independent assays.
Distribution of ISC, SUF, and NIF systems in Pseudomonadales
Our recent thorough analysis of over 9,000 bacterial genomes revealed that the vast majority of bacteria had only one [Fe-S] cluster biogenesis system and that it was most of the time SUF rather than ISC (5). Therefore, we wondered how SUF, ISC, and NIF were distributed specifically in the Pseudomonadales clade. For this, we searched for the homologs of components of [Fe-S] cluster biosynthesis machineries in 139 genomes of Pseudomonadales and mapped their presence/absence on the associated species tree (Fig. 9). Concerning the species tree, we observed that Pseudomonadales are not forming a monophyletic group, Marinobacter, Pseudohongiella, Permianibacter, and Ketobacter being mixed to Oceanospirillales (in the outgroup, see Supplementary data). Furthermore, Pseudomonas are also polyphyletic, with Entomomonas, Azotobacter, Stutzerimonas branching within Pseudomonas. The large majority of Pseudomonadales possesses an ISC system, with the exception of the basal lineages (P. phragmitis and Halopseudomonas) that have only one SUF similar to the E. coli type (SufABCDSET). A few organisms have an additional system: Azotobacter possess the NIF system that has been extensively studied in A. vinelandii (6–8) and two Pseudomonas species (P. cavernae and P. frederiksbergensis) have a SUF system that is similar to SUF from Terrabacteria, i.e., SufBCDSTU (5). This type of SUF has been likely acquired by horizontal gene transfer from this group. Altogether, this analysis reveals the heterogeneity of the Pseudomonadales clade, with all except three Pseudomonas species having selected ISC over SUF.
Fig 9.
Taxonomic distribution of ISC, SUF, and NIF components in Pseudomonadales. The reference tree has been inferred using a concatenation of If2, RpoB, and RpoC (IQ-TREE, LG + R10, 3,573 amino-acid positions, 201 sequences). The group of Oceanospirillales has been collapsed and used as an outgroup (represented as a gray triangle). The dots on branches indicate an ultrafast bootstrap value ≥0.95. The scale bar indicates the average number of substitutions per site. The numbers after species name correspond to the NCBI taxonomic ID. The presence of proteins in proteomes is indicated by dark-colored squares.
DISCUSSION
[Fe-S] clusters are essential and [Fe-S] cluster biogenesis machineries ISC and SUF have been the focus of multiple investigations in the E. coli bacterium model. Principles derived from these studies are that ISC and SUF share targets but operate under different conditions such as to insure a continuum synthesis of [Fe-S] clusters across a wide variety of conditions. In this regard, the human pathogen P. aeruginosa deserves specific attention for two reasons. First, studies in E. coli indicated that SUF is a better fit for oxidative stress and iron limiting conditions, as met by P. aeruginosa during its multiplication in its hosts. Yet, P. aeruginosa has only ISC. Second, a recent thorough phylogenomic investigation revealed that the vast majority of bacteria have only one [Fe-S] cluster biogenesis machinery that, in most cases, is SUF (5), again in contradiction with the situation observed in P. aeruginosa.
Here, we observed that the E. coli and P. aeruginosa ISC were fully exchangeable, i.e., both a P. aeruginosa (resp. E. coli) lacking its own ISC but expressing the E. coli (resp. P. aeruginosa) ISC exhibited wild type like physiological features. Such interspecies complementation is consistent with the molecular conservation of ISC systems and demonstrates that ISC can catalyze [Fe-S] cluster biogenesis in phylogenetically distant genetic backgrounds. Importantly, P. aeruginosa lacking endogenous ISC but expressing E. coli ISC showed resistance to stressors such as H2O2 and, to some extent, PQ. However, we noticed that overproduction of ISC was necessary for such complementation, yet this definitively demonstrated that both systems are exchangeable under both normal and stress conditions.
P. aeruginosa has no stress responding SUF and, in E. coli, ISC and SUF are thought to be redundant in maturating the same set of cellular targets, though in different conditions. The question then arose of how P. aeruginosa would grow if relying on a SUF, rather than an ISC system. From the redundancy observed between ISC and SUF in E. coli, a possible expectation was that SUF would be able to substitute for ISC in P. aeruginosa. This prediction was met according to several biochemical, physiological, and genetic readouts, showing that ISC-deficient P. aeruginosa expressing E. coli SUF is viable and almost behaves like the wild type under normal conditions. From the alleged intrinsic stress-resistance character of SUF in E. coli, one would predict that SUF might endow P. aeruginosa with an enhanced capacity to handle oxidative stress. This prediction fell short, as E. coli SUF was unable to complement ISC-deficient P. aeruginosa for PQ sensitivity and overproduction of SUF was necessary for reaching full complementation for H2O2 resistance. Thus, these experiments showed that P. aeruginosa making [Fe-S] clusters with SUF might be less efficient in adapting to stress than when making them with ISC, providing an experimental rationale for the evidence that P. aeruginosa strains, and as a matter of fact most Pseudomonas species, retained ISC over SUF. Moreover, this suggested that the enhanced resistance, which SUF provides E. coli with, is not only due to intrinsic features of the SUF machinery but has to be appreciated within the context of the cellular system. Presumably, expression and maturation of heterologous protein complexes, interactions with other [Fe-S] cluster biogenesis factors acting downstream the SUF system, and intrinsic features of targeted substrates (such as [Fe-S] cluster stability) have to be put into the equation to fully predict outcome of [Fe-S] cluster-dependent phenotype under stress conditions. Interestingly, we found that E. coli SUF was much more efficient in complementing growth of ISC-deficient P. aeruginosa under anaerobic conditions. This suggests that P. aeruginosa may have a lower demand for [Fe-S] clusters when growing anaerobically or that the E. coli SUF system works better under low oxygen conditions in the P. aeruginosa cellular context.
The necessity to consider the whole cellular system is, furthermore, indicated by our experiments in E. coli as the host. We observed that the P. aeruginosa ISC system was able to provide ∆iscUA ∆suf E. coli with capacity to grow under normal conditions. In essence, this is confirmatory of the capacity of ISC systems to be exchanged, as under balanced growth conditions only ISC is required. In contrast, under oxidative stress conditions, wherein the SUF system is used by E. coli, the P. aeruginosa ISC system was unable to rescue E. coli lacking both ISC and SUF. This means that while when operating in its native cellular context, the ISC system of P. aeruginosa allows growth under stress conditions, it is unable to bring in along this “stress resistance” capacity into the E. coli context. This is perfectly symmetric to the fact that whereas in its “native” cellular context, the E. coli SUF system is required for “stress resistance,” it is unable to transfer this trait to P. aeruginosa. This indicates that the contribution of [Fe-S] cluster biogenesis system is only one of the many stress adaptation systems used by bacteria. As a matter of fact, a simple comparison of E. coli and P. aeruginosa capacities to sustain ROS and iron limitation challenges revealed how the latter is better armed than the former. Presumably in Pseudomonas, the potential weakness in having one single ISC system has been compensated by acquiring other adaptation devices such as ROS-detoxifying enzymes and siderophores to help the bacterium resist to ROS and iron limitation. It is tempting to hypothesize that P. aeruginosa may have evolved resistance to redox agents also because it must tolerate the pyocyanin it makes. We previously speculated on the structural, and possibly functional, relatedness between redox cycling drugs and pyocyanin export system (13).
Since many [Fe-S] cluster-containing proteins play important roles in bacterial metabolism, stress response, and resistance, [Fe-S] cluster biogenesis systems are expected to be essential for growth and pathogenicity and, therefore, could represent exploitable targets for the development of new antibacterial. As expected here, we demonstrated that the ISC system is essential in the pathogen P. aeruginosa. This is consistent with several independent transposon mutagenesis projects that generally failed to obtain P. aeruginosa transposon mutants in isc genes (36–39). While this evidence supports the notion that cluster biogenesis is a potential target for antibacterial drug discovery, there are at least two important issues that could potentially hinder the development of antipseudomonal drugs targeting [Fe-S] cluster biogenesis. First, a homolog of the bacterial ISC system is also present in mitochondria (40). This implies that any potential ISC inhibitor should be accurately evaluated and developed to avoid or reduce the probable inherent toxicity toward eukaryotic cells. Moreover, in this study, we have observed that IscU depletion, which should mirror the effect of ISC inhibition, blocks bacterial growth without killing the cells and makes P. aeruginosa cells more tolerant to bactericidal antibiotics, likely due to a general inhibitory effect on bacterial metabolism. If this were also true for ISC inhibitors, such compounds would not represent a suitable therapeutic strategy for immunocompromised patients, whose immune system is not able to clear the infection on its own. These findings highlight the requirement for exhaustive genetic-phenotypic analysis of a putative antibacterial target before to embark on further dedicated strategies.
MATERIALS AND METHODS
Bacterial strains and growth media
Bacterial strains and plasmids used in this study are listed in Table S1. Bacteria were cultured in Lysogeny Broth, Lennox formulation (LB; Acumedia) for genetic manipulation. Growth assays were performed in Mueller-Hinton broth (MH; Difco), LB or M9 supplemented with glucose (0.4%), CaCl2 (100 µM), and MgSO4 (1 mM). Solid media contained 1.5% agar. Biofilm assays were performed in MH or Tryptic soy broth (TSB) as indicated. When specified, growth media were supplemented with arabinose, isopropyl-β-d-thiogalactopyranoside (IPTG), hydrogen peroxide (H2O2), phenazine methosulfate (PMS), dipyridyl (DIP), and/or paraquat (PQ) at the indicated concentrations. Mevalonate (MVA) at 0.5 mM was added when indicated. When required, antibiotics were added at the following concentration for E. coli (the concentration used for P. aeruginosa are shown between brackets): ampicillin 100 µg/mL, kanamycin 50 µg/mL, nalidixic acid 20 µg/mL, gentamycin 5 µg/mL, chloramphenicol 30 µg/mL (350 µg/mL), tetracycline 12 µg/mL (50–100 µg/mL). Mevalolactone (MVL) was purchased from Sigma-Aldrich and resuspended in H2O at final concentrations of 1 M. To prepare MVA, an equal volume of 1 M KOH was added to 1 M MVL and incubated at 37°C for 30 min.
Growth assays
Growth assays in liquid media were performed in 96-well microtiter plates (200 µL of total volume in each well) or in flasks at 37°C and vigorous shaking (200 rpm). Growth was measured as the optical density at 600 nm (OD600) of bacterial cultures in a Tecan Spark 10 M microtiter plate reader for microtiter plates or of appropriate dilutions in a sterile growth medium in a spectrophotometer for flask cultures. To obtain IscU-depleted P. aeruginosa cells for further analyses, a previously described dual-refresh culturing strategy in flasks was used (41). Briefly, cells were cultured overnight in the presence of 0.5% arabinose and then refreshed at high cell density (1:20 dilution) in the absence of arabinose, or in the presence of 0.5% arabinose as control, cultured for 2 h and then refreshed again (1:30 dilution) in the same medium. IscU-depleted cells were collected as soon as a growth defect was observed with respect to control cultures. For experiments with the E. coli double-mutant ΔiscUA Δsuf, overnight cultures were prepared in the presence of 0.5 mM of MVA in the medium and then refreshed in the absence of MVA, or in the presence of 0.5 mM of MVA as control. For growth in M9, overnight cultures were prepared in LB and then refreshed in M9 Glucose. Growth assays on solid media were performed by spotting 5 µL of serial 10-fold dilutions from bacterial suspensions normalized in saline at an OD600 = 1, from late-exponential cultures grown in the presence or in the absence of compounds indicated in the text, in MH, LB, or M9 glucose, as reported in the text. For anaerobic growth, agar plates were supplemented with 0.1% NaNO3 and incubated in a GENBox Jar 2.5 L in the presence of a GENbox anaerobic generator (bioMérieux, Marcy l'Etoile, France).
Generation of plasmids and recombinant strains
Recombinant DNA procedures have been described elsewhere (42). All DNA fragments for cloning were amplified by PCR with Pfu (Promega) or Q5 Hot Start High-Fidelity (New England Biolabs) DNA Polymerases, using the genomic DNA of P. aeruginosa PAO1 or of E. coli MG1655 as the template. Primers and restriction enzymes used for cloning are described in Table S2. All constructs generated in this study were verified by restriction analysis and DNA sequencing.
The integration-proficient construct mini-CTX1-araCParaBADiscUPA was generated by replacing the tolB gene in mini-CTX1-araCPBADtolB (41) with the coding sequence of the iscUPA gene. In this construct, the iscUPA coding sequence is cloned downstream of an arabinose-dependent regulatory element araC-ParaBAD optimized for P. aeruginosa by the modification of the ribosome-binding site (43). The deletion mutagenesis construct pDM4ΔiscUPA was obtained by directionally cloning two DNA regions upstream and downstream of the iscUPA coding sequence into pBluescript II KS+ (Stratagene), followed by DNA sequencing and subcloning of the entire insert encompassing the iscUPA upstream and downstream regions into the suicide vector pDM4 (44).
The P. aeruginosa PAO1 ΔiscU ParaiscU conditional mutant was generated using a previously described strategy (41). Briefly, the iscUPA coding sequence under the control of modified arabinose-dependent regulatory element araC-PBAD (see above) was integrated into the attB neutral site of the P. aeruginosa PAO1 chromosome, and excision of the mini-CTX1 plasmid backbone was obtained by Flp-mediated recombination as described (45). In-frame deletion of the endogenous copy of iscUPA was obtained under permissive condition (i.e., growth in the presence of 0.5% arabinose) using the sacB-based suicide construct pDM4Δ iscUPA as previously described (46).
The expressing constructs pMEiscUEC, pMEiscEC, pMEsufEC and pMEsufBCDEC, and pMEiscPA (Table S1) were generated by directionally cloning the PCR-amplified gene(s) or operon of interest, without the endogenous promoter, into the IPTG-inducible shuttle vector pME6032 (47), downstream of the Ptac promoter. The pME6032 derivatives were introduced into P. aeruginosa or E. coli strains by transformation using chemically competent cells.
Biofilm assays
Biofilm assays were performed as previously described (48), with few modifications. For the microtiter plate biofilm assay, P. aeruginosa strains were cultured overnight in MH supplemented with 0.5% arabinose, refreshed at an OD600 = 0.002 in fresh MH containing or not 0.5% arabinose, and dispensed in 96-well polystyrene plates (150 µL per well). After 24 h incubation at 37°C under static conditions, the wells were washed several times with distilled water. Attached cells were stained with 0.1% crystal violet (175 µL) at room temperature (RT) for 15 min and washed several times with distilled water to remove unbound dye. Biofilm-bound crystal violet was eluted in absolute ethanol (200 µL) at RT for 15 min, and for each well, 100 µL of the resulting solution was aliquoted in a sterile microtiter plate. The released crystal violet was measured as OD600 in a Tecan Spark 10M microtiter plate reader. Triplicate independent experiments with at least three wells per condition were performed.
For the flow-cell biofilm assay, biofilm flow chambers were inoculated with overnight cultures in TSB containing 0.5% arabinose of P. aeruginosa strains constitutively expressing GFP from pMRP9-1 (Table S1), which were diluted at an OD600 of 0.15 in 1% TSB. A flow of 1% TSB (supplemented with 0.5% arabinose when required) was initiated after 2 h using a peristaltic pump and a flow rate of ∼10 mL/h. An upright Leica SPE TCS Laser Scanning Confocal Microscope (LSCM) was used to image biofilms. GFP was excited at 488 nm, and fluorescence emission was collected in the range of 504–530 nm. Z-stacks of 2D confocal images were rendered in three dimensions using Imaris (Bitplane) (49). Biofilm volumes were quantified using Imaris, by calculating the cumulative volume of each z-stack, and expressed in µm³.
Antibiotic sensitivity assay
Resistance to the growth inhibitory activity of several antibiotics was assessed by the Kirby-Bauer disc diffusion test. Bacterial cell suspensions in saline were normalized at 0.5 McFarland Standard and swabbed onto MH agar plates supplemented or not with arabinose at the indicated concentration, using disks containing gentamicin (10 µg), kanamycin (30 µg), streptomycin (10 µg), tetracycline (30 µg), ciprofloxacin (5 µg), ceftazidime (30 µg), or imipenem (10 µg) (Becton Dickinson). Growth inhibition halo diameters were measured after 24 h of growth at 37°C.
For time-killing assays experiments in P. aeruginosa strains, bacterial cells were diluted at about 5 × 106 CFU/mL in MH in the presence or absence of different antibiotics at 1×, 2×, or 4× MIC. Bacterial cultures were incubated at 37°C and, at different time points, serial dilutions were prepared in saline and plated onto MH agar plates supplemented with 0.5% arabinose for CFU counting. For the same experiments with E. coli strains, bacteria were grown overnight in LB and Tc and the morning refreshed 1/100 in LB. The cultures were grown to an OD600 of 0.2 (time zero; CFU ± 109) and were each split into two series, one with Gm 5 µg/mL, while the others were left untreated. Cultures were incubated at 37°C and, at different time points, 1:10 serial dilutions were prepared in LB and 5 µL were spotted onto LB plates. The plates were incubated overnight at 37 ˚C before CFU were counted.
β-Galactosidase activity
β-Galactosidase assays were carried out as previously described (50). Briefly, strains with hmpA and iscR promoter were refreshed 1:100 in LB supplemented with 100 µM IPTG, after an overnight culture, and β-galactosidase assay was performed when OD600 ±2 was reached. Strains with soxS promoter were refreshed 1:100 in LB after an overnight culture and then, after 2 h, 100 µM IPTG and 30 µM PMS have been added, and β-galactosidase assays were performed at different time points. Cultures without PMS were used as untreated controls.
Western blot analysis
Appropriate volumes of bacterial cultures or bacterial suspensions were centrifuged, and pellets were suspended in SDS-PAGE loading buffer (0.25 M Tris-HCl [pH 6.8], 2% SDS, 10% β-mercaptoethanol, 20% glycerol) for SDS-PAGE analysis of whole-cell extracts. Pellets from identical culture volumes were also collected to determine the cellular protein concentration for each sample by using the DC protein assay kit (Bio-Rad) with bovine serum albumin as the standard. Volumes of SDS-PAGE samples corresponding to 20 µg of proteins were loaded onto the gels. Proteins resolved by SDS-PAGE were electrotransferred onto a nitrocellulose filter (Hybond-C extra, Amersham) and probed for IscU, IscS, or LptC using polyclonal rabbit antibodies (51, 52) and a goat anti-rabbit IgG HRP-conjugated secondary antibody (Sigma-Aldrich). Filters were developed with ECL chemiluminescent reagents (Amersham) and visualized on a ChemiDoc XRS + system (Bio-Rad).
Enzymatic assays
Bacterial cells were resuspended in 30 mM Tris/HCl (pH 8) containing 100 µg/mL lysozyme and lysed by sonication. Cell debris was removed by low-speed centrifugation (5,000 × g for 20 min), and the resulting supernatants were used to perform enzymatic assays. SDH and aconitase activities were measured using Succinate Dehydrogenase Assay Kit and the Aconitase Activity Assay Kit (Sigma-Aldrich), respectively. Fumarase A activity was measured as previously described (53). Enzymatic activities were normalized to the protein content of the corresponding cell lysates, determined with the DC protein assay kit (Bio-Rad), and expressed as percentage relative to the wild-type control.
Statistical analysis
Statistical analysis was performed with the software GraphPad Instat, using one-way analysis of variance (ANOVA) followed by Tukey-Kramer multiple comparison tests.
Bioinformatic analysis
We downloaded 139 complete reference proteomes of Pseudomonadales available on NCBI Assembly in November 2023 and also gathered 62 genomes of Oceanospirillales as it corresponds to the sister clade of Pseudomonadales (54) (for details, see Supplementary data). The protein data sets of homologs of SUF, ISC, and NIF components built by Garcia et al. (5) were aligned using MAFFT v7.419 (auto option, 55). The alignments were used to build HMM profiles using hmmbuild from HMMER suite v3.2.1 (56). The homologs present in the database were identified using hmmsearch, and sequences presenting an e-value <0.01 were selected and aligned. Preliminary phylogenies were inferred using Fasttree v2.1.10 (LG + G4 [57]). The synteny with other components was mapped on trees, and the groups corresponding to the different components were delineated accordingly (supplementary data available on Figshare at 10.6084/m9.figshare.27094924). For the species tree, we used If2, RpoB, and RpoC as phylogenetic markers. We searched the homologs using BLASTP v2.8.1+ (58) starting from E. coli sequences. The sequences were aligned and trimmed using BMGE v1.12 (59), and the alignments were concatenated into a supermatrix. A phylogeny was inferred from the supermatrix using IQ-TREE v1.6.12 (60) with LG + R10 model according to the BIC criteria. The robustness of branches was assessed using 1,000 ultrafast bootstrap replicates. The species tree of Pseudomonadales was rooted using Oceanospirillales mixed with a few genomes annotated as Pseudomonadales as an outgroup (supplementary data available on Figshare at 10.6084/m9.figshare.27094924). The distribution of SUF, ISC, and NIF components was then mapped on the tree using iTOL (61).
ACKNOWLEDGMENTS
This work was supported by PRIN 2020 (protocol 20208LLXEJ) and the Excellence Departments (Art. 1, commi 314-337 Legge 232/2016) grants from the Italian Ministry of University and Research (MUR, Italy). The authors also acknowledge the support of NBFC to the Department of Science of the University Roma Tre (MUR PNRR, Project CN00000033), the European Union NextGenerationEU with the grant Rome Technopole Innovation Ecosystem–PNRR Missione 4 Componente 2 Investimento 1.5 (CUP F83B22000040006), and a fellowship from La Sapienza as a Professor Invitato to F.B. This work was also supported by the French National Agency for Research (Agence Nationale de la Recherche) ANR-22-CE44-0043-First-FeS, the ANR-10-LABX-62-IBEID, the Cenci Bolognetti foundation, the Institut Pasteur Roma, and the Institut Pasteur Paris.
Contributor Information
Frédéric Barras, Email: frederic.barras@pasteur.fr.
Francesco Imperi, Email: francesco.imperi@uniroma3.it.
Gisela Storz, National Institute of Child Health and Human Development (NICHD), Bethesda, Maryland, USA.
SUPPLEMENTAL MATERIAL
The following material is available online at https://doi.org/10.1128/mbio.01206-24.
Tables S1 and S2 and Figures S1 to S6.
ASM does not own the copyrights to Supplemental Material that may be linked to, or accessed through, an article. The authors have granted ASM a non-exclusive, world-wide license to publish the Supplemental Material files. Please contact the corresponding author directly for reuse.
REFERENCES
- 1. Kiley PJ, Beinert H. 2003. The role of Fe-S proteins in sensing and regulation in bacteria. Curr Opin Microbiol 6:181–185. doi: 10.1016/s1369-5274(03)00039-0 [DOI] [PubMed] [Google Scholar]
- 2. Mettert EL, Kiley PJ. 2015. Fe-S proteins that regulate gene expression. Biochim Biophys Acta 1853:1284–1293. doi: 10.1016/j.bbamcr.2014.11.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Py B, Barras F. 2010. Building Fe-S proteins: bacterial strategies. Nat Rev Microbiol 8:436–446. doi: 10.1038/nrmicro2356 [DOI] [PubMed] [Google Scholar]
- 4. Esquilin-Lebron K, Dubrac S, Barras F, Boyd JM. 2021. Bacterial approaches for assembling iron-sulfur proteins. MBio 12:e0242521. doi: 10.1128/mBio.02425-21 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Garcia PS, D’Angelo F, Ollagnier de Choudens S, Dussouchaud M, Bouveret E, Gribaldo S, Barras F. 2022. An early origin of iron-sulfur cluster biosynthesis machineries before earth oxygenation. Nat Ecol Evol 6:1564–1572. doi: 10.1038/s41559-022-01857-1 [DOI] [PubMed] [Google Scholar]
- 6. Jacobson MR, Cash VL, Weiss MC, Laird NF, Newton WE, Dean DR. 1989. Biochemical and genetic analysis of the nifUSVWZM cluster from Azotobacter vinelandii . Mol Gen Genet 219:49–57. doi: 10.1007/BF00261156 [DOI] [PubMed] [Google Scholar]
- 7. Olson JW, Agar JN, Johnson MK, Maier RJ. 2000. Characterization of the NifU and NifS Fe-S cluster formation proteins essential for viability in Helicobacter pylori. Biochemistry 39:16213–16219. doi: 10.1021/bi001744s [DOI] [PubMed] [Google Scholar]
- 8. Dos Santos PC, Johnson DC, Ragle BE, Unciuleac MC, Dean DR. 2007. Controlled expression of nif and isc iron-sulfur protein maturation components reveals target specificity and limited functional replacement between the two systems. J Bacteriol 189:2854–2862. doi: 10.1128/JB.01734-06 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Outten FW, Djaman O, Storz G. 2004. A suf operon requirement for Fe-S cluster assembly during iron starvation in Escherichia coli. Mol Microbiol 52:861–872. doi: 10.1111/j.1365-2958.2004.04025.x [DOI] [PubMed] [Google Scholar]
- 10. Ayala-Castro C, Saini A, Outten FW. 2008. Fe-S cluster assembly pathways in bacteria. Microbiol Mol Biol Rev 72:110–125, doi: 10.1128/MMBR.00034-07 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Roche B, Aussel L, Ezraty B, Mandin P, Py B, Barras F. 2013. Iron/sulfur proteins biogenesis in prokaryotes: formation, regulation and diversity. Biochim Biophys Acta 1827:455–469. doi: 10.1016/j.bbabio.2012.12.010 [DOI] [PubMed] [Google Scholar]
- 12. Ezraty B, Vergnes A, Banzhaf M, Duverger Y, Huguenot A, Brochado AR, Su S-Y, Espinosa L, Loiseau L, Py B, Typas A, Barras F. 2013. Fe-S cluster biosynthesis controls uptake of aminoglycosides in a ROS-less death pathway. Science 340:1583–1587. doi: 10.1126/science.1238328 [DOI] [PubMed] [Google Scholar]
- 13. Gerstel A, Zamarreño Beas J, Duverger Y, Bouveret E, Barras F, Py B. 2020. Oxidative stress antagonizes fluoroquinolone drug sensitivity via the SoxR-SUF Fe-S cluster homeostatic axis. PLoS Genet 16:e1009198. doi: 10.1371/journal.pgen.1009198 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Nachin L, El Hassouni M, Loiseau L, Expert D, Barras F. 2001. SoxR-dependent response to oxidative stress and virulence of Erwinia chrysanthemi: the key role of SufC, an orphan ABC ATPase. Mol Microbiol 39:960–972. doi: 10.1046/j.1365-2958.2001.02288.x [DOI] [PubMed] [Google Scholar]
- 15. Rincon-Enriquez G, Crété P, Barras F, Py B. 2008. Biogenesis of Fe/S proteins and pathogenicity: IscR plays a key role in allowing Erwinia chrysanthemi to adapt to hostile conditions. Mol Microbiol 67:1257–1273. doi: 10.1111/j.1365-2958.2008.06118.x [DOI] [PubMed] [Google Scholar]
- 16. Vergnes A, Viala JPM, Ouadah-Tsabet R, Pocachard B, Loiseau L, Méresse S, Barras F, Aussel L. 2017. The iron-sulfur cluster sensor IscR is a negative regulator of Spi1 type III secretion system in Salmonella enterica. Cell Microbiol 19. doi: 10.1111/cmi.12680 [DOI] [PubMed] [Google Scholar]
- 17. Huet G, Daffé M, Saves I. 2005. Identification of the Mycobacterium tuberculosis SUF machinery as the exclusive mycobacterial system of [Fe-S] cluster assembly: evidence for its implication in the pathogen’S survival. J Bacteriol 187:6137–6146. doi: 10.1128/JB.187.17.6137-6146.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Roberts CA, Al-Tameemi HM, Mashruwala AA, Rosario-Cruz Z, Chauhan U, Sause WE, Torres VJ, Belden WJ, Boyd JM. 2017. The suf iron-sulfur cluster biosynthetic system is essential in Staphylococcus aureus, and decreased suf function results in global metabolic defects and reduced survival in human neutrophils. Infect Immun 85:e00100-17. doi: 10.1128/IAI.00100-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Riboldi GP, Verli H, Frazzon J. 2009. Structural studies of the Enterococcus faecalis SufU [Fe-S] cluster protein. BMC Biochem 10:3. doi: 10.1186/1471-2091-10-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Romsang A, Duang-Nkern J, Leesukon P, Saninjuk K, Vattanaviboon P, Mongkolsuk S. 2014. The iron-sulphur cluster biosynthesis regulator IscR contributes to iron homeostasis and resistance to oxidants in Pseudomonas aeruginosa. PLoS ONE 9:e86763. doi: 10.1371/journal.pone.0086763 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Zimbler DL, Park TM, Arivett BA, Penwell WF, Greer SM, Woodruff TM, Tierney DL, Actis LA. 2012. Stress response and virulence functions of the Acinetobacter baumannii NfuA Fe-S scaffold protein. J Bacteriol 194:2884–2893. doi: 10.1128/JB.00213-12 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Stover CK, Pham XQ, Erwin AL, Mizoguchi SD, Warrener P, Hickey MJ, Brinkman FS, Hufnagle WO, Kowalik DJ, Lagrou M, et al. 2000. Complete genome sequence of Pseudomonas aeruginosa PAO1, an opportunistic pathogen. Nature New Biol 406:959–964. doi: 10.1038/35023079 [DOI] [PubMed] [Google Scholar]
- 23. Saninjuk K, Romsang A, Duang-Nkern J, Wongsaroj L, Leesukon P, Dubbs JM, Vattanaviboon P, Mongkolsuk S. 2023. Monothiol glutaredoxin is essential for oxidative stress protection and virulence in Pseudomonas aeruginosa. Appl Environ Microbiol 89:e0171422. doi: 10.1128/aem.01714-22 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Romsang A, Duang-Nkern J, Saninjuk K, Vattanaviboon P, Mongkolsuk S. 2018. Pseudomonas aeruginosa nfuA: Gene regulation and its physiological roles in sustaining growth under stress and anaerobic conditions and maintaining bacterial virulence. PLoS One 13:e0202151. doi: 10.1371/journal.pone.0202151 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Lopatkin AJ, Stokes JM, Zheng EJ, Yang JH, Takahashi MK, You L, Collins JJ. 2019. Bacterial metabolic state more accurately predicts antibiotic lethality than growth rate. Nat Microbiol 4:2109–2117. doi: 10.1038/s41564-019-0536-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Liu Y, Li R, Xiao X, Wang Z. 2019. Bacterial metabolism-inspired molecules to modulate antibiotic efficacy. J Antimicrob Chemother 74:3409–3417. doi: 10.1093/jac/dkz230 [DOI] [PubMed] [Google Scholar]
- 27. Stokes JM, Lopatkin AJ, Lobritz MA, Collins JJ. 2019. Bacterial metabolism and antibiotic efficacy. Cell Metab 30:251–259. doi: 10.1016/j.cmet.2019.06.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Sabnis A, Hagart KL, Klöckner A, Becce M, Evans LE, Furniss RCD, Mavridou DA, Murphy R, Stevens MM, Davies JC, Larrouy-Maumus GJ, Clarke TB, Edwards AM. 2021. Colistin kills bacteria by targeting lipopolysaccharide in the cytoplasmic membrane. Elife 10:e65836. doi: 10.7554/eLife.65836 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Visca P, Pisa F, Imperi F. 2019. The antimetabolite 3-bromopyruvate selectively inhibits Staphylococcus aureus. Int J Antimicrob Agents 53:449–455. doi: 10.1016/j.ijantimicag.2018.11.008 [DOI] [PubMed] [Google Scholar]
- 30. Cervoni M, Lo Sciuto A, Bianchini C, Mancone C, Imperi F. 2021. Exogenous and endogenous phosphoethanolamine transferases differently affect colistin resistance and fitness in Pseudomonas aeruginosa. Front Microbiol 12:778968. doi: 10.3389/fmicb.2021.778968 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Imlay JA. 2019. Where in the world do bacteria experience oxidative stress? Environ Microbiol 21:521–530. doi: 10.1111/1462-2920.14445 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. da Cruz Nizer WS, Inkovskiy V, Versey Z, Strempel N, Cassol E, Overhage J. 2021. Oxidative stress response in Pseudomonas aeruginosa. Pathogens 10:1187. doi: 10.3390/pathogens10091187 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Schwartz CJ, Djaman O, Imlay JA, Kiley PJ. 2000. The cysteine desulfurase, IscS, has a major role in in vivo Fe-S cluster formation in Escherichia coli. Proc Natl Acad Sci U S A 97:9009–9014. doi: 10.1073/pnas.160261497 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Vinella D, Loiseau L, Ollagnier de Choudens S, Fontecave M, Barras F. 2013. In vivo [Fe-S] cluster acquisition by IscR and NsrR, two stress regulators in Escherichia coli. Mol Microbiol 87:493–508. doi: 10.1111/mmi.12135 [DOI] [PubMed] [Google Scholar]
- 35. Vinella D, Brochier-Armanet C, Loiseau L, Talla E, Barras F. 2009. Iron-sulfur (Fe/S) protein biogenesis: phylogenomic and genetic studies of A-type carriers. PLoS Genet 5:e1000497. doi: 10.1371/journal.pgen.1000497 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Liberati NT, Urbach JM, Miyata S, Lee DG, Drenkard E, Wu G, Villanueva J, Wei T, Ausubel FM. 2006. An ordered, nonredundant library of Pseudomonas aeruginosa strain PA14 transposon insertion mutants. Proc Natl Acad Sci U S A 103:2833–2838. doi: 10.1073/pnas.0511100103 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Lee SA, Gallagher LA, Thongdee M, Staudinger BJ, Lippman S, Singh PK, Manoil C. 2015. General and condition-specific essential functions of Pseudomonas aeruginosa . Proc Natl Acad Sci U S A 112:5189–5194. doi: 10.1073/pnas.1422186112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Turner KH, Wessel AK, Palmer GC, Murray JL, Whiteley M. 2015. Essential genome of Pseudomonas aeruginosa in cystic fibrosis sputum. Proc Natl Acad Sci U S A 112:4110–4115. doi: 10.1073/pnas.1419677112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Poulsen BE, Yang R, Clatworthy AE, White T, Osmulski SJ, Li L, Penaranda C, Lander ES, Shoresh N, Hung DT. 2019. Defining the core essential genome of Pseudomonas aeruginosa. Proc Natl Acad Sci U S A 116:10072–10080. doi: 10.1073/pnas.1900570116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Lill R, Freibert SA. 2020. Mechanisms of mitochondrial iron-sulfur protein biogenesis. Annu Rev Biochem 89:471–499. doi: 10.1146/annurev-biochem-013118-111540 [DOI] [PubMed] [Google Scholar]
- 41. Lo Sciuto A, Fernández-Piñar R, Bertuccini L, Iosi F, Superti F, Imperi F. 2014. The periplasmic protein TolB as a potential drug target in Pseudomonas aeruginosa. PLoS One 9:e103784. doi: 10.1371/journal.pone.0103784 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Sambrook J, Fritsch EF, Maniatis T. 1989. Molecular cloning: a laboratory manual. 2nd ed. Cold Spring Harbor Laboratory Press, Cold Spring Harbor, New York. [Google Scholar]
- 43. Mdluli KE, Witte PR, Kline T, Barb AW, Erwin AL, Mansfield BE, McClerren AL, Pirrung MC, Tumey LN, Warrener P, Raetz CRH, Stover CK. 2006. Molecular validation of LpxC as an antibacterial drug target in Pseudomonas aeruginosa. Antimicrob Agents Chemother 50:2178–2184. doi: 10.1128/AAC.00140-06 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Milton DL, O’Toole R, Horstedt P, Wolf-Watz H. 1996. Flagellin A is essential for the virulence of Vibrio anguillarum. J Bacteriol 178:1310–1319. doi: 10.1128/jb.178.5.1310-1319.1996 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Hoang TT, Kutchma AJ, Becher A, Schweizer HP. 2000. Integration-proficient plasmids for Pseudomonas aeruginosa: site-specific integration and use for engineering of reporter and expression strains. Plasmid 43:59–72. doi: 10.1006/plas.1999.1441 [DOI] [PubMed] [Google Scholar]
- 46. Lo Sciuto A, Spinnato MC, Pasqua M, Imperi F. 2022. Generation of stable and unmarked conditional mutants in Pseudomonas aeruginosa. Methods Mol Biol 2548:21–35. doi: 10.1007/978-1-0716-2581-1_2 [DOI] [PubMed] [Google Scholar]
- 47. Heeb S, Blumer C, Haas D. 2002. Regulatory RNA as mediator in GacA/RsmA-dependent global control of exoproduct formation in Pseudomonas fluorescens CHA0. J Bacteriol 184:1046–1056. doi: 10.1128/jb.184.4.1046-1056.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Pasqua M, Visaggio D, Lo Sciuto A, Genah S, Banin E, Visca P, Imperi F. 2017. Ferric uptake regulator fur is conditionally essential in Pseudomonas aeruginosa . J Bacteriol 199:e00472-17. doi: 10.1128/JB.00472-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Cohen D, Mechold U, Nevenzal H, Yarmiyhu Y, Randall TE, Bay DC, Rich JD, Parsek MR, Kaever V, Harrison JJ, Banin E. 2015. Oligoribonuclease is a central feature of cyclic diguanylate signaling in Pseudomonas aeruginosa. Proc Natl Acad Sci U S A 112:11359–11364. doi: 10.1073/pnas.1421450112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Miller JH. 1992. A short course in bacterial genetics. In A laboratory manual and handbook for Escherichia coli and related bacteria. Cold Spring Harbor Laboratory Press. [Google Scholar]
- 51. Kato S, Mihara H, Kurihara T, Takahashi Y, Tokumoto U, Yoshimura T, Esaki N. 2002. Cys-328 of IscS and Cys-63 of IscU are the sites of disulfide bridge formation in a covalently bound IscS/IscU complex: implications for the mechanism of iron-sulfur cluster assembly. Proc Natl Acad Sci U S A 99:5948–5952. doi: 10.1073/pnas.082123599 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Lo Sciuto A, Martorana AM, Fernández-Piñar R, Mancone C, Polissi A, Imperi F. 2018. Pseudomonas aeruginosa LptE is crucial for LptD assembly, cell envelope integrity, antibiotic resistance and virulence. Virulence 9:1718–1733. doi: 10.1080/21505594.2018.1537730 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Gort AS, Imlay JA. 1998. Balance between endogenous superoxide stress and antioxidant defenses. J Bacteriol 180:1402–1410. doi: 10.1128/JB.180.6.1402-1410.1998 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Handley KM, Lloyd JR. 2013. Biogeochemical implications of the ubiquitous colonization of marine habitats and redox gradients by Marinobacter species. Front Microbiol 4:136. doi: 10.3389/fmicb.2013.00136 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Katoh K, Standley DM. 2013. MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol Biol Evol 30:772–780. doi: 10.1093/molbev/mst010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Eddy SR. 2011. Accelerated profile HMM searches. PLoS Comput Biol 7:e1002195. doi: 10.1371/journal.pcbi.1002195 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Price MN, Dehal PS, Arkin AP. 2010. FastTree 2--approximately maximum-likelihood trees for large alignments. PLoS One 5:e9490. doi: 10.1371/journal.pone.0009490 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Altschul SF, Madden TL, Schäffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ. 1997. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 25:3389–3402. doi: 10.1093/nar/25.17.3389 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Criscuolo A, Gribaldo S. 2010. BMGE (Block Mapping and Gathering with Entropy): a new software for selection of phylogenetic informative regions from multiple sequence alignments. BMC Evol Biol 10:210. doi: 10.1186/1471-2148-10-210 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Nguyen L-T, Schmidt HA, von Haeseler A, Minh BQ. 2015. IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol Biol Evol 32:268–274. doi: 10.1093/molbev/msu300 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61. Letunic I, Bork P. 2019. Interactive tree of life (iTOL) v4: recent updates and new developments. Nucleic Acids Res 47:W256–W259. doi: 10.1093/nar/gkz239 [DOI] [PMC free article] [PubMed] [Google Scholar]
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Supplementary Materials
Tables S1 and S2 and Figures S1 to S6.









