Previous Article | Next Article ![]()
Antimicrobial Agents and Chemotherapy, December 2007, p. 4276-4283, Vol. 51, No. 12
0066-4804/07/$08.00+0 doi:10.1128/AAC.00830-07
Copyright © 2007, American Society for Microbiology. All Rights Reserved.

Department of Microbiology and Immunology, University of British Columbia, Vancouver, British Columbia, Canada
Received 26 June 2007/ Returned for modification 14 August 2007/ Accepted 14 September 2007
|
|
|---|
4-fold-increased susceptibilities to ciprofloxacin and other fluoroquinolones, but not to gentamicin or imipenem, as well as a characteristic elongated morphology. Complementation of the lon mutant restored wild-type antibiotic susceptibility and cell morphology. Expression of the lon mutant, as monitored through a luciferase reporter fusion, was found to increase over time in the presence of subinhibitory ciprofloxacin concentrations. The data are consistent with the hypothesis that the induction of Lon by ciprofloxacin is involved in adaptive resistance. |
|
|---|
To combat the further development of resistance, a number of pharmacokinetic and pharmacodynamic parameters (e.g., mutant prevention concentrations) used to predict the emergence of fluoroquinolone resistance are being reevaluated and instituted (16, 51). In addition, more-comprehensive studies on the mechanisms of action of fluoroquinolones and other antimicrobials (3, 9, 13, 18, 43) are being pursued so as to better understand the interaction and responses of microbes to these antibiotics. We and others have studied transcriptional responses to ciprofloxacin exposure and demonstrated that even at subinhibitory concentrations, the expression of hundreds of genes is altered (9, 10, 44). It has been proposed that these gene expression changes involve adaptive responses to the inhibition of the antibiotic target as well as resistance mechanisms induced in an attempt by the bacterium to evade the lethal action of the antibiotic (10).
These functional genomic studies have also indicated that SOS stress responses can be evoked by fluoroquinolones (and other agents acting on replication mechanisms), even at subinhibitory concentrations (9, 44). Triggering of this response can subsequently result in an increased genome-wide mutation rate, enhancing the possibility of mutations in resistance genes. Subinhibitory concentrations of antibiotics are also being recognized for their role in microbial persistence and the development of antimicrobial resistance (4, 23). As such, subinhibitory concentrations of antibiotics represent a therapeutically important selective environment. This study utilized high-throughput genomic approaches to characterize the effects of ciprofloxacin on P. aeruginosa and to identify candidate genes important in mediating adaptive resistance to fluoroquinolones.
|
|
|---|
Adaptive resistance assay. The ability of ciprofloxacin to induce adaptive resistance was evaluated using a modified time-kill assay. Briefly, P. aeruginosa PAO1 strain H103 was grown to mid-logarithmic phase (OD600, 0.5 to 0.6) in the presence or absence of ciprofloxacin (0.1x or 0.3x MIC). At mid-logarithmic phase, cells were pelleted by centrifugation. Supernatants were discarded and pellets washed in 10 ml of phosphate-buffered saline (pH 7.4; Invitrogen Co.) that had been prewarmed to 37°C. Cells were again pelleted by centrifugation and the supernatant decanted. Pellets were resuspended in 50 ml LB broth (prewarmed to 37°C) containing ciprofloxacin at 2x MIC (0.2 µg/ml) and were transferred to new 500-ml Erlenmeyer flasks for incubation with shaking at 37°C. Samples were taken every 15 to 20 min for 2 h and were plated at various dilutions onto LB agar plates for colony counts. Plates were incubated at 37°C overnight and CFU counted the next day. All assays were repeated in four independent experiments, and representative results are presented.
MIC determinations. The MICs of antibiotics against the various P. aeruginosa strains were measured using the broth microdilution technique (2). Antimicrobials were made fresh daily. Norfloxacin and nalidixic acid were obtained from Sigma, imipenem from Merck, and gentamicin from ICN Biomedicals Inc. (Aurora, OH). Growth was scored after 24 h of incubation at 37°C. Assays were repeated in quadruplicate, and the modes are presented.
Mutant library resistance and susceptibility screening. A P. aeruginosa mini-Tn5-luxCDABE mutant library (30) was screened for altered ciprofloxacin susceptibility. Bacteria were grown overnight as described above in 96-well plates containing LB broth and were diluted 1:1,000 in LB broth as for MIC determinations. A 48-pin replicator was then used to replicate stamp diluted cultures onto plates containing LB agar alone or with ciprofloxacin at 0.2 µg/ml, 0.1 µg/ml, 0.05 µg/ml, 0.03 µg/ml, or 0.01 µg/ml. LB plates were scored for the absence of growth after a 24-h incubation period at 37°C. The MICs for more highly resistant and susceptible mutants were examined more precisely by the broth microdilution assay.
Light microscopy. Microscope slides were inoculated with a loopful of bacteria taken from adaptive resistance assay cultures containing either untreated strain H103 or strain H103 pretreated with either 0.01 µg/ml, 0.03 µg/ml, or 0.1 µg/ml ciprofloxacin. Samples were taken before and after the phosphate-buffered saline wash and every 15 min thereafter throughout the assay exposure to 0.2 µg/ml ciprofloxacin. Samples were also taken from cultures of H1105 (lon::lux) and its complemented derivative H1105/lon+ grown in the presence and absence of the respective 0.3x MIC ciprofloxacin concentrations. Cells were heat fixed, Gram stained, and examined at x1,000 magnification. The lengths of 10 random cells were measured manually in micrometers.
Microarray processing and data analysis. Microarray studies were performed as previously described (9) and are described in outline below. All microarray experiments were performed on three independent cultures and were repeated at least twice per culture sample. RNA was isolated using QMIDI RNeasy columns (Qiagen, Inc.) and freed of contaminating DNA using a DNA-free kit (Ambion, Inc.). cDNA probes were generated with Superscript II reverse transcriptase using random primers annealed to total RNA (10 µg) and to five exogenous transcripts (ATCC 87482, ATCC 87483, ATCC 87484, ATCC 87485, and ATCC 87486) (130 pM) to incorporate amino-allyl dUTP (Ambion, Inc.). Residual RNA was removed by alkaline treatment followed by neutralization, and cDNA was salt-ethanol precipitated at –70°C. Precipitated cDNA was resuspended in 0.2 M NaHCO3 (pH 9.0) and labeled with monoreactive Cy3/Cy5 dyes in dimethyl sulfoxide according to the manufacturer's instructions (Amersham Pharmacia).
Labeled sample pairs from mid-logarithmic-phase cultures that were either left untreated or treated with ciprofloxacin at 0.1x, 0.3x, or 1x MIC were combined and purified using a QIAquick PCR purification kit (Qiagen, Inc.), and the labeled cDNA sample was salt-ethanol precipitated and resuspended in hybridization buffer 2 (Ambion, Inc.). Custom in-house P. aeruginosa microarray slides (ArrayIT superamine slides) containing 400- to 600-bp PCR amplicons for 5,376 of the 5,570 P. aeruginosa genes were prepared for hybridization as described previously (9), hybridized with denatured labeled cDNAs, applied to a prepared microarray, overlaid with a coverslip, and hybridized overnight at 45°C in a hybridization chamber (Corning Inc.). Microarrays were scanned on a ScanArray Express scanner (Perkin-Elmer), and images were analyzed using ImaGene (version 5.0; BioDiscovery, Inc.). Background correction and normalization were performed using R program scripts (28). All genes in the ciprofloxacin treatment groups were compared to those in the untreated group using two sample t statistics and permutation P values to determine statistical significance, as well as GeneSpring (version 5.5; Silicon Genetics). Genes exhibiting permutation P values of
0.05 were considered differentially expressed.
Luminescence assay. Changes in luminescence as indicators of gene expression changes were analyzed by measuring luminescence from H1105 as described previously (30). Luminescence was monitored over time using a SPECTRAFluorPlus luminometer (Tecan, San Jose, CA). Cells were grown overnight and diluted 1:1,000 in fresh LB broth alone or supplemented with 0.3x MIC ciprofloxacin (0.0075 µg/ml). Triplicate samples from each culture were evaluated. Luminescence was corrected for growth by simultaneously monitoring the absorbance at 620 nm. The assay was repeated in triplicate.
|
|
|---|
![]() View larger version (8K): [in a new window] |
FIG. 1. Survival ability of P. aeruginosa in ciprofloxacin at 2x MIC following growth in subinhibitory concentrations of ciprofloxacin. Cultures of P. aeruginosa strain H103 were grown in the presence ( , 0.01 µg/ml; , 0.03 µg/ml) or absence ( ) of subinhibitory concentrations of ciprofloxacin to mid-logarithmic phase; then they were washed and exposed to 0.2 µg/ml ciprofloxacin. CFU were counted every 15 min for 2 h. Results from a representative data set of four independent experiments are shown.
|
Subinhibitory ciprofloxacin concentrations alter the expression of many chaperone and heat shock proteins. Previously, DNA microarray technology was used to globally investigate the influence of subinhibitory (0.03 µg/ml [0.3x MIC]) and inhibitory (0.1 µg/ml [1x MIC]) concentrations of ciprofloxacin on the transcriptome of P. aeruginosa, demonstrating the induction of a phage-pyocin operon that determined susceptibility to ciprofloxacin at the MIC (9). These studies were extended here by the addition of microarrays for cultures treated with 0.1x MIC (0.01 µg/ml), and the combined data were analyzed to discern which open reading frames (ORFs) were likely contributors to the adaptive response of P. aeruginosa to subinhibitory ciprofloxacin concentrations.
Analysis of the microarray data with respect to functional classification found that 17% of the ORFs in the "Chaperones & Heat shock proteins" category were altered by subinhibitory ciprofloxacin concentrations (0.1x and 0.3x MIC) (Fig. 2). This percentage increased to 33% for cultures exposed to 1x MIC ciprofloxacin, highlighting SOS responses in the reaction of P. aeruginosa even to subinhibitory ciprofloxacin concentrations. ORFs categorized as related to a "Phage, transposon, or plasmid" were also highly affected by subinhibitory ciprofloxacin concentrations (Fig. 2) and previously led to the discovery of a fluoroquinolone susceptibility determinant (9). These observations are consistent with the known DNA replication interference and mutagenic activity of ciprofloxacin, activity that elicits an SOS DNA repair response (32, 39). Another functional class more strongly induced by ciprofloxacin at 0.3x MIC (26%) than at 0.1x MIC (12%) was the "Translation, modification, degradation" category (Fig. 2). PA1803, a close homolog (84% similarity) of the Escherichia coli Lon protease, is a member of this class.
![]() View larger version (44K): [in a new window] |
FIG. 2. Percentage of genes in each of the gene functional categories exhibiting expression changes after growth of P. aeruginosa in subinhibitory and inhibitory concentrations of ciprofloxacin. A.A., amino acid; FA, fatty acid.
|
|
View this table: [in a new window] |
TABLE 1. Sequenced and mapped P. aeruginosa luxCDABE mutant strains exhibiting at least twofold-increased ciprofloxacin susceptibilitya
|
|
View this table: [in a new window] |
TABLE 2. Sequenced and mapped P. aeruginosa luxCDABE mutant strains exhibiting at least twofold-increased ciprofloxacin resistancea
|
|
View this table: [in a new window] |
TABLE 3. MICs of different antimicrobials for various strains of P. aeruginosa grown in LB medium
|
![]() View larger version (19K): [in a new window] |
FIG. 3. Induction of the lon::luxCDABE fusion (H1105) with 0.3x MIC ciprofloxacin (shaded bars) over expression in untreated H1105 cultures (open bars). Results are modes from four independent experiments.
|
![]() View larger version (55K): [in a new window] |
FIG. 4. Gram-stained P. aeruginosa strains grown for 3 h in the presence or absence of subinhibitory ciprofloxacin concentrations. As evident from the Gram stain images of cells grown in the absence or presence of 0.3x MIC ciprofloxacin [0.03 µg/ml for H103 and H1105/lon+; 0.0075 µg/ml for H1105 (lon::lux)], cell division of P. aeruginosa mutants with alterations in the Lon protease homolog [H1105 (lon::lux)] was inhibited relative to that of wild-type H103 cells. Complementation of the lon mutant (H1105/lon+) restored cell division. All micrographs are at x1,000 magnification.
|
|
|
|---|
To address these deficiencies, recent antimicrobial research has focused on induction of the SOS response by antibiotic environments and the role that SOS responses play in resistance development. In addition to the well-characterized role of inhibitory concentrations, subinhibitory concentrations of antibiotics may also be critical in this context. Sublethal concentrations are particularly concerning because, as Baquero (4) argues, poor compliance, poor absorption, selective compartments, and biofilms, among other factors, all contribute to engendering suboptimal antibiotic concentrations. We have expanded on findings about the effects of inhibitory concentrations of antibiotics by examining the response of P. aeruginosa to subinhibitory concentrations of the DNA gyrase inhibitor ciprofloxacin and the role such nonlethal concentrations play in inducing the SOS response and antibiotic resistance. Ciprofloxacin at 0.3x MIC was found to enhance the ability of pretreated cultures to survive under 2x MIC ciprofloxacin conditions (Fig. 1). Such a survival phenomenon has been noted in many bacterial species and has been termed adaptive resistance (which may be related to persistence), since the fraction of cells that survive antibiotic challenge have not acquired antibiotic resistance through genetic mutation or resistance gene acquisition. Rather, the fraction of cells that survive have the capacity to switch on a mechanism that allows the cell to survive antibiotic challenge, without the concomitant fitness cost of a genetically encoded resistance mechanism (34, 35). Similar phenotypic tolerance or adaptive resistance findings have been made previously for inhibitory concentrations of ciprofloxacin (24, 47) and aminoglycosides (5, 14). Both subinhibitory and inhibitory concentrations of ciprofloxacin, therefore, have the ability to select for such resistance.
The mechanisms behind adaptive resistance, however, are poorly understood. Drenkard and Ausubel reported that antibiotic treatment of P. aeruginosa CF infections selects for a transient resistance phenotype and that the regulator PvrR is important in eliciting this phenotypic variation (since overexpression of PvrR results in a reduction in the frequency of resistant variants) (15). In our previous studies, microarray analysis was used to examine the effects of subinhibitory ciprofloxacin concentrations on global gene expression in P. aeruginosa (9), and this was expanded here using 0.1x MIC ciprofloxacin concentrations. Interestingly, the expression of pvrR (PA3947) was down-regulated in 0.3x MIC ciprofloxacin, consistent with the suggestion of Drenkard and Ausubel (15) that lack of pvrR expression may contribute to the observed adaptive resistance phenotype.
Other mechanisms related to intrinsic resistance may also result in adaptive resistance. Walsh and colleagues demonstrated that plasmid expression of the P. aeruginosa lipopolysaccharide kinase genes waaP and wapP in a Salmonella enterica serovar Typhimurium strain carrying a chromosomal mutation in waaP resulted in a substantial increase in resistance to the DNA gyrase inhibitor novobiocin (46). These genes are important in phosphorylation of the inner core of P. aeruginosa lipopolysaccharide, and thus they are important in contributing to the intrinsic drug resistance of this organism. Expression levels of both waaP (PA5009) and wapP (PA5008) were significantly increased with ciprofloxacin concentrations of 0.3x MIC (1.4- and 1.5-fold, respectively) and 1x MIC (1.8- and 1.9-fold, respectively) (9), demonstrating that adaptive resistance to subinhibitory ciprofloxacin concentrations may also result from enhanced intrinsic resistance mechanisms.
Subinhibitory ciprofloxacin concentrations were also found to activate the SOS system. Microarray studies showed that expression of recA, the principal regulator of the SOS response, was significantly up-regulated with increasing ciprofloxacin concentrations (9). Analysis of the expression profiles based on functional classification of the ORFs further supported this observation (Fig. 2). The effects of both 0.1x and 0.3x MIC ciprofloxacin concentrations on ORFs belonging to the "Chaperones and heat shock proteins" category again emphasize the importance of the SOS system in the response of P. aeruginosa to even sublethal antibiotic challenge. These findings highlight the importance of even sublethal concentrations of antibiotics, particularly ciprofloxacin, in provoking the SOS response (although stimulation of intrachromosomal recombination by subinhibitory levels of ciprofloxacin in E. coli has also been shown to occur independently of this response [31]). This SOS response is already known to promote horizontal gene transfer (6) and increased mutation rates (7, 34, 36), both of which are possible mechanisms by which antibiotic resistance can be acquired. Indeed, Fung-Tomc et al. (19) noted an increase in the mutation rate and resistance level of P. aeruginosa following exposure to subinhibitory ciprofloxacin concentrations, whereby the rate of resistance development depended on the concentration and the duration of exposure. Prolonged exposure to subinhibitory ciprofloxacin concentrations was also found to promote the development of low-level resistance to structurally unrelated antimicrobial agents (19).
Because the microarray studies, therefore, seemed to suggest that a combination of mechanisms, rather than a solitary mechanism, mediated adaptive resistance, a mini-Tn5-luxCDABE mutant library (30) was screened in order to better characterize some of the factors responsible for resistance to ciprofloxacin. Many of the mutants identified as exhibiting increased sensitivity to ciprofloxacin (Table 1) had alterations in genes belonging to the "DNA replication, modification, and repair" class as well as being components of the SOS DNA repair system. For example, xseA, along with xseB, encodes exonuclease VII, which degrades single-stranded DNA (11). The ciprofloxacin hypersusceptibility of an xseA mutant correlates well with the ability of fluoroquinolone antimicrobials to produce DNA breaks (17). Likewise, the ciprofloxacin hypersusceptibility of a recN mutant agrees well with its role as an SOS-inducible protein important in repairing double-stranded DNA breaks (38). Conversely, resistance to ciprofloxacin was also observed to increase (Table 2) for mutants with alterations in nfxB, the negative regulator of the MexCD-OprJ efflux pump, which is known to be involved in fluoroquinolone resistance (41).
Of interest in determining the mechanisms responsible for the adaptive resistance response to ciprofloxacin were the supersusceptible mutants identified. Among these mutants, lon mutants were found to be fourfold more susceptible to ciprofloxacin than the wild-type strain (Table 3). Lon protease is a DNA heat shock protein important in cell separation (42) and, interestingly, is classified under "Translation, modification, degradation," the category of ORFs highly affected by subinhibitory ciprofloxacin concentrations (Fig. 2). Our observation of a phenotype of hypersusceptibility to fluoroquinolones for the lon mutants was in agreement with previous findings for E. coli (49). No similar hypersusceptibility phenotypes were observed for imipenem or gentamicin (Table 3), although a moderate decrease in the gentamicin MIC was previously noted (33). Although evaluation of lon overexpression would confirm its role in ciprofloxacin resistance, previous studies have shown genetic overexpression of lon to be lethal (12). Expression of lon was thus monitored from its luciferase transcriptional fusion and was found to increase when bacteria were grown in subinhibitory ciprofloxacin concentrations (Fig. 3), indicating that lon plays a role in the response of P. aeruginosa to ciprofloxacin exposure. Interestingly, Marr et al. (33) have shown that the expression of lon increases upon exposure to aminoglycosides at sub-MIC concentrations and that the mutant is defective in biofilm formation and swarming motility, findings that indicate that Lon protease may play a larger role in the pathogenesis of Pseudomonas.
Based on the extreme filamentation observed for lon mutants grown alone or in the presence of subinhibitory ciprofloxacin concentrations (Fig. 4) and on the wild-type susceptibility of lon mutants to other antimicrobials (Table 3), it is hypothesized that increased fluoroquinolone sensitivity is due to abnormal cell elongation. Indeed, Yamaguchi et al. demonstrated the suppression of lon hypersusceptibility in E. coli by subsequent disruption of sulA, the cell division inhibitor (49). If cell elongation is a contributing mechanism in fluoroquinolone killing, this would explain the inability to repeat the adaptive resistance phenotype (Fig. 1) with the lon mutants, since exposure to suprainhibitory ciprofloxacin concentrations would occur after cells had already achieved a filamentous state. Two sulA homologs (PA0671 and PA3008) in P. aeruginosa have been described (1). Of these, only PA3008, which lies adjacent to the SOS response transcriptional repressor LexA, showed increases in expression by microarray analysis (2.8-, 5.2-, and 6.5-fold increases for 0.1x, 0.3x, and 1x MIC ciprofloxacin, respectively) across all ciprofloxacin concentrations (9). Together, these findings indicate that PA1803 is likely to be the Lon ATP-dependent protease and that it might be a potential therapeutic antimicrobial target to combat fluoroquinolone resistance in P. aeruginosa.
Subinhibitory concentrations of antimicrobials, particularly of SOS response-inducing agents such as ciprofloxacin, thus play an important role in eliciting antibiotic resistance. Recent work by Blazquez et al. similarly showed that exposure of P. aeruginosa to subinhibitory concentrations of ceftazidime, a PBP3 inhibitor, also elicits an SOS response, resulting in increased mutagenesis and up-regulation of antibiotic resistance and adaptation genes (8). Interestingly, ceftazidime was also found to antagonize the activity of ciprofloxacin (8), a finding that bears particular relevance to the treatment regimens of CF patients. Subinhibitory concentrations of antimicrobial peptides have also been found to induce the pmrAB two-component regulator, leading to adaptive resistance (37). As our knowledge of the effects of subinhibitory and inhibitory concentrations of antibiotics on bacterial responses continues to grow, it is becoming increasingly evident that this knowledge should be considered in choosing antibiotic therapies and dosing regimens.
Published ahead of print on 24 September 2007. ![]()
|
|
|---|
This article has been cited by other articles:
| |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Copyright © 2010 by the American Society for Microbiology. For an alternate route to Journals.ASM.org, visit: http://intl-journals.asm.org | More Info»