Abstract
In Pseudomonas aeruginosa, the expression of a number of virulence factors, as well as biofilm formation, are controlled by quorum sensing (QS). N-Acylhomoserine lactones (AHLs) are an important class of signaling molecules involved in bacterial QS and in many pathogenic bacteria infection and host colonization are AHL-dependent. The AHL signaling molecules are subject to inactivation mainly by hydrolases (Enzyme Commission class number EC 3) (i.e. N-acyl-homoserine lactonases and N-acyl-homoserine-lactone acylases). Only little is known on quorum quenching mechanisms of oxidoreductases (EC 1). Here we report on the identification and structural characterization of the first NADP-dependent short-chain dehydrogenase/reductase (SDR) involved in inactivation of N-(3-oxo-dodecanoyl)-L-homoserine lactone (3-oxo-C12-HSL) and derived from a metagenome library. The corresponding gene was isolated from a soil metagenome and designated bpiB09. Heterologous expression and crystallographic studies established BpiB09 as an NADP-dependent reductase. Although AHLs are probably not the native substrate of this metagenome-derived enzyme, its expression in P. aeruginosa PAO1 resulted in significantly reduced pyocyanin production, decreased motility, poor biofilm formation and absent paralysis of Caenorhabditis elegans. Furthermore, a genome-wide transcriptome study suggested that the level of lasI and rhlI transcription together with 36 well known QS regulated genes was significantly (≥10-fold) affected in P. aeruginosa strains expressing the bpiB09 gene in pBBR1MCS-5. Thus AHL oxidoreductases could be considered as potent tools for the development of quorum quenching strategies.
Introduction
Autoinducers play important roles as quorum-sensing signals in bacterial cell-cell communication (Quorum sensing) [1]. Through the accumulation of bacterially produced signaling molecules the bacterial population is able to sense increases in cell density and alter gene expression accordingly [2]. This allows coordinated expression of genes at the population level involved in behaviors, which are most effective at higher cell densities, such as pathogenicity, biofilm formation, production of extracellular proteins and others. For an excellent review on interspecies signaling, we refer to Shank and Kolter [3]. Many quorum sensing mechanisms in Gram-negative bacteria involve N-AHLs, signal molecules whose general mechanism of synthesis is well understood.
By now, about 20 proteins belonging to 10 different clusters have been found interfering with these bacterial quorum sensing molecules. Most of these enzymes belong to the enzyme class of hydrolases. Mainly two types of hydrolases act on autoinducer I molecules: (i) The majority of the identified enzymes are lactonases (EC 3.1.1.–) and this group of enzymes has been reviewed recently [4]. More recently three additional lactonases have been published [5]–[7]. Lactonases hydrolyze the lactone ring in a reversible way. (ii) Furthermore acylases (EC 3.5.1.–) are known to interfere with the autoinducer I-like molecules. Aminoacylases cleave the lacton ring off the fatty acids. Acylases have been identified in a variety of microorganisms: Comamonas sp. [8], P. aeruginosa [9], [10], P. syringae [11], Ochrobactrum sp. [12], Ralstonia sp. [13], Rhodococcus erythropolis [14], Shewanella sp. [15] and Streptomyces sp. [16].
Surprisingly, only very few oxidoreductases (EC 1) have been found to influence quorum sensing controlled phenotypes. Up to date only one, a P-450/NADPH-P450 monooxygenase (UniProt P14779) has been isolated from Bacillus megaterium and characterized in detail [17], [18]. The respective AHL oxidizing enzyme was designated CYP102A1 and it was able to oxidize both long chained AHLs and fatty acids with varying chain length at various positions. The two different domains would catalyze reactions classified as EC 1.14.14.1 and EC 1.6.2.4. In addition Uroz and colleagues reported the presence of oxidoreductase activities in crude cell extracts of Rhodococcus erythropolis W2 [14]. They demonstrated that crude cell extracts of R. erythropolis reduced the 3-oxo-substituent of 3-oxo-C14-HSL to yield the corresponding 3-hydroxy derivative, 3-hydroxy-C14-HSL. However, the corresponding R. erythropolis enzyme was not identified.
In general the enzyme class of oxidoreductases (EC 1) includes a large family called short-chain dehydrogenases/reductases (SDRs). For recent reviews see references [19]–[23]. Up to date, almost 47,000 examples are known [24]. The SDRs cluster into at least 300 distinct families [21]. SDRs have in general low sequence similarities but they all show a special folding pattern, the Rossmann fold motif for binding to their nucleotide cofactor, NAD(H) or NADP(H) [23]. The 3D-structures display highly similar α/β folding patterns with a central β-sheet. Based on distinct sequence motifs, functional assignments and classifications are possible. The active site is often composed of an Asn-Ser-Tyr-Lys tetrad and the catalytic mechanism usually is a hydrid and proton transfer from or to the nicotinamid and the active site tyrosine residue. The variable C-terminus provides substrate specificity. SDR enzymes play essential roles in a wide range of cellular activities including lipid, amino acid, carbohydrate, cofactor, hormone and xenobiotic metabolisms; but also in redox sensor mechanisms. Today 261 SDR structure entries are available at PDB and of these 159 have been classified as oxidoreductases (online search April 2011). Of these 55 are linked to bacteria but only 26 are unique and represent self-contained and genetically unmodified wildtype enzymes; and of these less than 10 appear to utilize NADP as a ligand. Furthermore no metagenome derived SDR structures have been deposited at PDB.
Within this work, we attempted to extend our knowledge on SDRs interfering with the bacterial quorum sensing mechanisms using a metagenome-based and structural approach. Therefore we identified a novel oxidoreductase, designated BpiB09, which was able to inactivate the 3-oxo-C12-HSL signaling molecule. The novel metagenome-derived enzyme strongly affected P. aeruginosa biofilm formation and other QS-related phenotypes. BpiB09 enzyme was crystallized and we solved the BpiB09 structure at a resolution of 2.4 Å together with the cofactor NADP. Structural inspection of BpiB09 reveals that it exhibits a typical SDR fold and the functional signatures of this family of proteins. Further transcriptome analysis of P. aeruginosa cells expressing bpiB09 suggests that it has profound effects on QS related gene expression in this microbe.
Results
Screening a soil metagenome library for autoinducer I quenching proteins
Using a previously constructed metagenome library [25], a total of 8,000 metagenomic clones were tested three times for clones that were able to reduce the expression of the reporter gene in a screening system, which included the A. tumefaciens reporter strain NTL4 carrying a traI-lacZ reporter gene, X-Gal and 3-oxo-C8-HSL. The clone, designated Bio5, gave a consistent positive result in this screening assay. The insert of the detected clone Bio5 had a size of 3.1 kb. Sequencing identified three potential ORFs on Bio5 (Fig. 1A, GenBank entry EF530730.1). The ORF later proven to inhibit biofilm formation was labeled bpiB09 for biofilm phenotype inhibiting gene and is highlighted in Fig. 1A. ORF1 was similar to chromosome segregation protein SMC in Acidobacterium sp. MP5ACTX8. The observed e-value for this similarity was 2e-126 (61% identity) and the similarity ranged over the entire protein; ORF2 was similar to hypothetical proteins found in Hyphomonas neptunium (3e-29, 42% identity); and BpiB09 was most similar to a possible short chain oxidoreductase (SDR) from Acidobacterium capsulatum (57% Identity) with an e-value of 8e-60.
In order to further characterize BpiB09, the metagenome-derived gene was amplified from the original metagenome clone DNA using PCR and specific primers. The resulting DNA fragment of approximately 720 bp was initially cloned into pBluescript SK+ then excised and cloned into the expression vectors pET-21a and pET-19b as described in experimental procedures. The correctness of the construct was verified by DNA sequencing. For recombinant expression the protein production was induced with 100 µM isopropyl-β-D-thiogalactopyranoside (IPTG) in LB medium in the E. coli strain BL21 DE3. The protein was purified from the soluble fraction using His-tag Ni TED purification. An SDS PAGE analysis indicated that the protein was homogenous with only minor contaminations through other proteins revealing a molecular mass of approximately 30 kDa (Fig. 1B), which corresponded well with the theoretical value of 27.4 kDa.
BpiB09 affects QS-dependent phenotypes in P. aeruginosa
Because in P. aeruginosa motility is QS dependent [26], [27], the bpiB09 gene was tested for its influence on motility in Pseudomonas aeruginosa PAO1. Therefore, the gene was cloned into the broad host range vector pBBR1MCS-5 and transformed into P. aeruginosa PAO1 (supplemental Table S1). As control we used a 2 kb cellulase gene, which was cloned into the same vector obtaining pBBR1MCS-5::celA. Previous studies had shown that this gene had no influence on PAO1 motility or biofilm formation ([25]; Fig. S1). Similar, the Acidobacterium capsulatum homologous gene was cloned into the same vector and used as a further control. The correctness of the inserts was verified by DNA sequencing. The bpiB09 gene, when expressed in P. aeruginosa, significantly inhibited motility on swarming agar in comparison to the control (Fig. 2A, upper panels). Similar results were obtained when swimming motility was tested (Fig. 2A, lower panels). However, the Acidobacterium capsulatum homologous gene expressed on pBBR1MCS-5::ACP_0942 in PAO1 did not affect motility (data not shown).
BpiB09 affects P. aeruginosa biofilm formation
To further analyze the role of the metagenome-derived protein BpiB09 in P. aeruginosa biofilm tests were conducted using flow cells. For these tests we employed the PAO1 strain carrying the pBBR1MCS-5::bpiB09 construct and the control strain carrying the pBBR1MCS-5::celA construct (supplemental Table S1). After 72 h the control strain, carrying the cellulase gene, had formed uniform biofilms with a thickness of 30–35 µm (Fig. 2B, right panel). At the same time, the tested bpiB09 gene caused formation of rather thin biofilms with an average thickness of 5–10 µm (Fig. 2B, left panel). This indicates that the bpi gene inhibited biofilm formation in P. aeruginosa. Again the Acidobacterium capsulatum homologous gene did not affect PAO1 biofilm formation (data not shown).
BpiB09 affects pyocyanin production in PAO1 and violacein production in Chromobacterium violaceum
Furthermore, it is known that pyocyanin production is QS dependent in P. aeruginosa [28]. Therefore, we tested the potential influence of the metagenome-derived bpiB09 gene expression on pyocyanin production. Again the clone carrying the bpiB09 gene in pBBR1MCS-5 showed no pyocyanin production in contrast to the controls where pyocyanin production was observed after 16 hours growth in LB medium at 37°C on the shaker (Fig. 3A). Additional tests using C. violaceum (DSM Nr. 30191) indicated that the recombinant and purified BpiB09 was highly active with respect to quorum quenching activities (i.e. the modification of the C. violaceum autoinducer I molecule) (Fig. 3D).
Reduced paralysis of Caenorhabditis elegans by P. aeruginosa expressing bpiB09
The paralysis and killing of the nematode Caenorhabditis elegans by PAO1 is mediated by the QS dependent production of hydrogen cyanide [29]. We thus assayed the impact of the expression of bpiB09 on the ability of P. aeruginosa PAO1 to paralyze C. elegans. While worms were rapidly paralyzed on PAO1 wildtype and PAO1 expressing the control plasmid, worms on the bpiB09 expressing clone remained fully mobile and viable (Fig. 3 B).
Reduced 3-oxo-C12-HSL autoinducer concentrations in supernatants of cells expressing bpiB09 and activity of purified enzyme
Altogether, these tests suggested that the BpiB09 protein affected quorum sensing-dependent processes in P. aeruginosa. Thus we speculated that the protein directly interacts with the 3-oxo-C12-HSL molecule, the main form of autoinducer I in P. aeruginosa. To verify this hypothesis, supernatants of 18 h old cultures were tested using the A. tumefaciens strain NTL4, carrying a traI-lacZ fusion under the control of the AHL-inducible traI promoter as a reporter gene. These tests supported our hypothesis and clearly indicated a significantly reduced level of the 3-oxo-C12-HSL detected in P. aeruginosa cells expressing the bpiB09 gene in comparison to the control strain (Fig. 3C).
Further HPLC-MS analyses of purified enzyme resulted in a turnover of 3-oxo-C12-HSL to 3-hydroxy-C12-HSL (Fig. 4). Mass spectra showed a [M-H]− ion at an m/z of 296.1 for 3-oxo-C12-HSL (red arrow, Figs. 4A, 4B, 4C, 4E) and a [M-H]− ion at an m/z of 298.1 for 3-hydroxy-C12-HSL (blue arrow, Figs. 4A, 4D). In the MS-MS spectrogram we also identified the masses of 112.0 and 141.9 corresponding to fragments of the 3-hydroxy-lacton (supplemental Fig. S4). The overall turnover of the substrate was rather low and probably less than 6% of the added substrate (5 mM 3-oxo-C12-HSL). This estimation is based on the peak intensities observed in MS analyses (Figs. 4C & 4D). These results suggested that 3-oxo-C12-HSL is probably not the native substrate of BpiB09.
Genome-wide transcriptome analysis of P. aeruginosa cells expressing bpiB09
To further elucidate the impact of bpiB09 expression on PAO1, we initiated a genome-wide transcriptome analysis using 454-cDNA sequencing. Within this study we compared the cDNA levels of cells that were grown for 5 hours in LB medium and that carried the bpiB09 gene on pBBR1MCS-5::bpiB09 under the control of its native promoter. As a control we used the same strain but carrying an empty vector. A careful evaluation of the data suggested that the bpiB09 gene in PAO1 was expressed at a significant level, comparable to the expression of the ribosomal protein genes rplR, rpsL and rplM, belonging to the 70 most abundant expressed genes. Almost equal hits were observed for these genes and bpiB09 (data not shown). Thus we assume that probably sufficient BpiB09 protein was formed within the cell. Overall the level of gene expression of housekeeping genes (for example recA, rpoD, gyrA, gyrB and dnaA) was similar and differed not more than 2.5-fold in the reference samples and the PAO1 carrying the bpiB09 gene.
Our data also showed that as a result of the bpiB09 expression a significant fraction of PAO1 genes were differentially regulated in both strains. Within our analysis we mainly focused on those genes that are possibly linked to QS according to references [30]–[32]. Those genes that were at least 10-fold down-regulated were included in Table 1 (gene/ORF names taken from Pseudomonas genome project [33]). Among the genes significantly down-regulated we identified the lasI, lasB, rhlI, hcnA and pqsA/B/C/D genes, thus including autoinducer synthesis genes for both AHLs as well as for the Pseudomonas quinolone signal (Table 1). In addition a significant number of genes and ORFs were detected that had been linked to QS-phenotypes in PAO1 and that were less than 10-fold but at least 4-fold altered in their expression level. Altogether these were 80 genes/ORFs and among those we found the hcnB and hcnC genes involved in hydrogen cyanide synthesis, the aprD and aprE genes involved in alkaline protease secretion as well as lecB and lasA. Although the majority of the flagellar genes was not affected by bpiB09 expression, the fliC gene, encoding the major flagellin, was strongly (>20-fold) repressed. Also the transcription of flgD, flgE and flgF was at least tenfold down regulated (Table S2).
Table 1. QS-controlled and ≥10-fold repressed genes/ORFs in PAO1 expressing bpiB09 a.
ORFb | Gene | Description | Change in expression (fold)c |
PA0007 | hypothetical protein | −12 | |
PA0122 | hypothetical protein | −12 | |
PA0179 | two-component response regulator | NDd | |
PA0572 | hypothetical protein | −12 | |
PA0996 | pqsA | coenzyme A ligase | −55 |
PA0997 | pqsB | hypothetical protein PqsB | −130 |
PA0998 | pqsC | hypothetical protein PqsC | −46 |
PA0999 | pqsD | 3-oxoacyl-(acyl carrier protein) synthase III | −94 |
PA1003 | mvfR | transcriptional regulator | −12 |
PA1130 | rhlC | rhamnosyltransferase 2 | −12 |
PA1248 | aprF | Alkaline protease secretion AprF precursor | −37 |
PA1250 | aprI | alkaline proteinase inhibitor | −13 |
PA1432 | lasI | autoinducer synthesis protein | −150 |
PA1784 | hypothetical protein | −30 | |
PA2069 | carbamoyl transferase | −49 | |
PA2193 | hcnA | hydrogen cyanide synthase | −24 |
PA2300 | chiC | chitinase | −15 |
PA2303 | ambD | hypothetical protein | −79 |
PA2304 | ambC | hypothetical protein | −30 |
PA2591 | vqsR | transcriptional regulator | −16 |
PA2592 | periplasmic spermidine -binding protein | −20 | |
PA3328 | FAD-dependent monooxygenase | ND | |
PA3329 | hypothetical protein | −24 | |
PA3331 | cytochrome P450 | −22 | |
PA3332 | hypothetical protein | −29 | |
PA3333 | fabH2 | 3-oxoacyl-(acyl carrier protein) synthase III | −35 |
PA3334 | acyl carrier protein | −34 | |
PA3335 | hypothetical protein | ND | |
PA3476 | rhlI | autoinducer synthesis protein | −16 |
PA3478 | rhlB | rhamnosyltransferase chain B | −15 |
PA3479 | rhlA | rhamnosyltransferase chain A | −25 |
PA3724 | lasB | elastase | −840 |
PA3906 | hypothetical protein | −50 | |
PA3907 | hypothetical protein | −15 | |
PA3908 | hypothetical protein | −20 | |
PA4209 | phzM | phenazine-specific methyltransferase | −15 |
PA4211 | phzB1 | phenazine biosynthesis protein | −16 |
PA5059 | transcriptional regulator | −13 |
Genes/ORFs listed as being QS-regulated refer to the studies by Schuster et al. [31], Wagner et al. [32] and Hentzer et al. [30]. Listed are genes common to all three studies, which were repressed in our transcriptomic analysis with a magnitude of change of ≥10fold. Additionally lasI and rhlI are enlisted, which could not be measured in the three mentioned transcriptomic analyses, because of the use of a lasI-rhlI-mutant strain.
Gene/ORF numbers, names and descriptions are derived from the Pseudomonas genome project [33].
Changes in gene expression (rounded to two significant figures) of P. aeruginosa PAO1 expressing bpiB09 compared to a control-strain with empty vector. The displayed values are the averages out of two completely independent transcriptomic analyses, samplepoint 5 h.
ND, no transcripts detectable.
Altogether, these findings supported the observations made with respect to the observed phenotypes of cells expressing the bpiB09 gene (i.e. reduced motility, biofilm formation, pyocyanin production, autoinducer production and C. elegans pathogenicity; Figs. 2 and 3). Genes that were at least 10-fold induced were included in Table S3.
Further our data also suggested that the overall expression of the synthesis genes of the different autoinducers was abolished or strongly down-regulated. Thus expression of bpiB09 in PAO1 clearly affects transcription of known QS-regulated genes and ORFs and has therefore strong impact on the physiology of this microbe.
Structural analysis
Sequence based classifications assign BpiB09 to the large superfamily of short-chain reductases (SDR). The SDR superfamily consists of over 47,000 variants, with residue identities of 20–30% [34]. This superfamily of enzymes can be subclassified at a first level into 5 families based on chain lengths and conserved sequence motives. Based on those classifications, BpiB09 belongs to the so-called classical SDR family. The presence of an arginine in the Gly-motif (R16) and at the first position after the second beta strand (R38) assigns BpiB09 into subfamily cP3 [35].
BpiB09 was crystallized and a complete data set was collected to 2.4 Å resolution at beamline X13 at EMBL Hamburg/DESY. Data collection and refinement statistics are summarized in Table 2. The structure was solved by molecular replacement using PDB structure 2EHD as a template. Crystals belong to space group I422 with unit cell dimensions of a = b = 243.2 Å, and c = 151.5 Å.
Table 2. Data collection and refinement statistics.
Data collection | BpiB09 |
Beamline | X13 EMBL/DESY |
Space group | I422 |
Wavelength (Å) | 0.8123 |
Detector distance (mm) | 229.63 |
Cell dimensions | |
a, b, c (Å) | 243.16 243.16 151.54 |
Resolution (Å) | 47.7-2.42 (2.55-2.4) |
Number of reflections | 481,415(61,551) |
R merge | 5.3(70.0) |
Rpim | 2.4(33.2) |
I/σI | 24.4(2.3) |
Completeness (%) | 98.6(95.9) |
Multiplicity | 5.6(5.1) |
Refinement | |
No. reflections | 85,193 |
R work/R free | 19.3/22.2 |
No. atoms | |
Protein | 6,418 |
Ligand/ion | 163 |
Water | 252 |
B-factors | |
Protein | 59 |
Ligand/ion | 101.2 |
Water | 55 |
R.m.s deviations | |
Bond lengths (Å) | 0.015 |
Bond angles (°) | 1.457 |
BpiB09 assumes a typical Rossmann fold with a central beta sheet flanked by helices αA αB and αF on one side and αC, αD and αE on the other side (Fig. 5A). The strand topology is 3-2-1-4-5-6-7 with a crossover connection linking strands 3 and 4. This creates a characteristic nucleotide binding site across the topological switch point between strands 1 and 4. A Gly-motif (TGxxxGxG, Fig. 6) at the N-terminal region delineates the binding site of the adenosine half of the dinucleotide co-factor (Fig. 5C). The reactive nicotinamide half is expected to bind in the variable C-terminal region close to the conserved active site tetrade Asn115-Ser143-Tyr156-Lys160 [36].
The active substrate binding site of BpiB09 can unambiguously be located in the variable C-terminal region by the presence of a catalytic tetrad. Immediately adjacent to the active site is a 21 residue long loop connecting strand β6 and helix αF. Within this loop 16 residues are disordered (res. 191 through 206) (Fig. 5A). This leaves the active site wide open and suggests that the loop closes like a lid once substrate binding has occurred as observed in other structures of SDRs. Closure would shield the active site from bulk solvent during catalysis and prevent unproductive hydride transfer. The active site architecture suggests a reaction mechanism for BpiB09 analogous, but reverse to 3β/17β-hydroxysteroid dehydrogenase [36]. In BpiB09 the transfer of the 4-pro-S hydride from nicotinamide onto the substrate would be accompanied by a proton relay through the side chains of Tyr156, the nicotinamide ribose hydroxyl, Lys160 and a water molecule, which is stabilized by the main-chain carbonyl of Asn115 [22].
Most SDRs are either homodimeric or homotetrameric. Crystals of BpiB09 contain four copies per asymmetric unit, which correspond to two halves of a homotetramer based on the arrangement in other homotetrameric SDRs (Fig. 5B). Tetramerization of BpiB09 had already been observed during purification by gel permeation chromatography (data not shown) and was further confirmed by analytical ultracentrifugation (supplemental Fig. S2A). The dimerization interface within the asymmetric unit involves an extended beta-sheet, which aligns strand β7 of two protomers in an anti-parallel fashion (A and D monomer). This interface covers an area of 1260 Å2. The second interface, which relates the dimer of dimers across a crystallographic dyad comprises a four-helix bundle formed by helices α4 and α5 and their corresponding symmetry related helices (dimer AD and A′D′). This interface consists of 1550 Å2. This oligomeric arrangement corresponds to a D2 symmetry. Interestingly, removal of the C-terminal strand β7, which is not part of the classical Rossmann fold, abrogates not only tetramerization but results in the formation of monomers in solution (supplemental Fig. S2B). Likewise, when mutating residues G162Y and D109K in the helical interface again the monomeric form was observed (supplemental Fig. S2C). This indicates that tetramer formation is cooperative. None of the individual interfaces are of sufficient strengths to support even the dimeric form.
Cofactor binding to BpiB09
SDRs can utilize NAD or NADP as co-enzymes. Both, the presence of characteristic sequence motives and of a partial nicotinamide adenine dinucleotide phosphate unambiguously denote BpiB09 as an NADP-dependent oxidoreductase. During refinement of the structure residual electron density appeared at the topological switch point of BpiB09 which was modeled as a partial NADP+. The absence of continuous electron density after the beta-phosphate of the nucleotide indicates that the nicotinamide was not tightly bound by the substrate free form of BpiB09. These Crystals obtained from the original sample had not been exposed to NADP+ after purification from E. coli. This indicates that the heterologously expressed enzyme scavenged the coenzyme from its expression host. Subsequent attempts to improve the electron density of the co-enzyme by adding NADP+ prior to crystallization resulted in a higher occupancy of the bound NADP+ but did not change the loose binding mode (Fig. 5C). As indicated earlier, the active site of BpiB09 is exposed to the solvent and the 21 residue long loop likely covers the site only after the substrate has bound, as observed in pertinent SDRs. The loops positional flexibility likely prevents NADP+ from binding in a reaction compatible manner. There is residual electron density close to Lys160 and Lys147, which defies interpretation due to its poor quality. Conceivably, the nicotinamide and ribose bind in several conformations and contributes patchy electron density.
In each of the dimers, related by the extended beta-sheet, one monomer shows better density for NADP+ indicating tighter binding and higher occupancy.
Discussion
We have identified a novel NADP-dependent oxidoreductase from a soil metagenome. To the best of our knowledge this is the first example of such an enzyme derived from the metagenome that has been characterized in detail. The protein was designated BpiB09 because it caused a biofilm phenotype inhibition in the opportunistic pathogenic microorganism P. aeruginosa. Before this study, little was known on the details of AHL-converting oxidoreductases at the molecular level that are involved in biofilm inhibition and other QS-dependent phenotypes. At least two AHL quorum-sensing signals (i.e. 3-oxo-C12-HSL & C4-HSL) are involved in the regulation of surface translocation and biofilm differentiation in P. aeruginosa [26], [37]. Furthermore the 3-oxo-C12-HSL and C4-HSL are of importance for the production of virulence factors, such as proteases, phospholipases and cyanide [38]. It is well known, that mutants defective in AHL signaling can be attenuated in virulence when assayed on C. elegans and a mouse model of pneumonia [39]–[41]. To test the effects of the metagenome derived-AHL-oxidoreductase expression on quorum-controlled phenotypes, the bpiB09 gene was brought into P. aeruginosa PAO1. Within this work the expression of the bpiB09 gene in P. aeruginosa significantly reduced the accumulation of 3-oxo-C12-HSL in the growth medium (Fig. 3C). This, in turn, resulted in the decreased production of quorum-controlled virulence factors, reduced swarming and swimming motility and attenuated virulence on C. elegans (Figs. 2AB & 3AB). These data are consistent with earlier reports on effects of the expression of quorum quenching genes in PAO1 [7], [13], [25]. It may be interesting to notice that both swarming and biofilm formation are strongly reduced, whereas other work has demonstrated an inverse regulation of these phenotypes [42].
A genome-wide transcriptome study suggested that the lasI and rhlI-genes were not or only weakly transcribed in P. aeruginosa cells carrying copies of bpiB09 in comparison to a control strain (Table 1). The P. aeruginosa genome encodes for about 5,570 open reading frames [43] and to date a few studies have been published that analyzed different expression profiles on a whole genome scale and with respect to QS-regulated processes in P. aeruginosa strain PAO1 [30]–[32]. Altogether, these studies suggest a set of at least 85 genes to be involved in QS-depended processes in PAO1. Within this framework, we have analyzed the transcriptome of PAO1 planktonic cells expressing the bpiB09 gene compared to cells harbouring an empty control vector. Our transcriptome data revealed that the expression of the bpiB09 gene caused significantly reduced (≥10-fold) gene expression of at least 38 QS-dependent genes in PAO1. The identified genes matched mostly the genes and ORFs identified by the above mentioned studies. However, our data also suggested that the expression of the bpiB09 gene had a strong impact on all QS-related processes in PAO1 and that mainly the synthesis of the different autoinducers was abolished.
These data were in line with our chemical analyses and the observed physiological phenotypic data (Figs. 2– 4). It is noteworthy that no C. elegans paralysis was detected in PAO1 expressing bpiB09 (Fig. 3B), while the expression of an acylase in PAO1 could significantly reduce but not eliminate paralysis [13]. The expression of bpiB09 had no significant impact on growth and biomass production of P. aeruginosa. Optical densities did not differ more than OD 0.1 after 5 hours of growth and OD 0.3 after 20 hours of growth when the cells were grown on liquid LB medium, growth was only slightly enhanced by less than 10%.
NCBI Conserved Domain Search (http://www.ncbi.nlm.nih.gov/Structure/cdd/wrpsb.cgi) displayed sequence similarity of BpiB09 to the NADB_Rossmann super family (Rossmann-fold NAD(P)(+)-binding proteins) and to 3-ketoacyl-(acyl-carrier-protein) reductases. This is also confirmed by the structure of BpiB09 and its similarity to other SDR family structures based on a DALI search of the PDB. All of the similar proteins in accordance with Prosite (http://www.expasy.ch/prosite/) contain the short-chain dehydrogenases/reductases family signature (ADH_SHORT): [LIVSPADNK] - x(9) - {P} - x(2) - Y - [PSTAGNCV] - [STAGNQCIVM] - [STAGC] - K - {PC} - [SAGFYR] - [LIVMSTAGD] - x - {K} - [LIVMFYW] - {D} - x - {YR} - [LIVMFYWGAPTHQ] - [GSACQRHM]. Cofactor binding requires the formation of specific hydrogen bonds and van der Waals contacts in a pocket between the first strand and the subsequent helix of the Rossmann-fold topology. Typically, this pocket contains a consensus binding motif in classical SDRs similar to TGXXXGXG, in which the first 2 glycines participate in the NAD(P)-binding. Furthermore, proteins in this family contain a C-terminal extension, which is responsible for specifically binding a substrate and catalyzing a particular enzymatic reaction. Substrate specificity of members of the family of SDRs basically is governed by the rather non-conserved C-terminal 50–60 amino acids. Despite a detailed analysis of the C-terminal region of BpiB09 and the observation that it reduces 3-oxo-C12-HSL to some extent, we have no clear understanding on the natural substrate of this enzyme.
However, our structural and transcriptome data suggest that BpiB09 perhaps has two functions in the cell: First it reduces the 3-oxo-C12-HSL molecules (Figs. 4 & 7A) and thereby strongly reduces the signaling molecule; and secondly it interferes with the synthesis of the autoinducers itself by reducing the free 3-oxo-acyl-ACP in the cell (Fig. 7B). This would in turn result in a decreased substrate availability for the PAO1 autoinducer synthase (LasI) and consequently result in reduced levels of formed autoinducers and in an absence of autoinduction of lasI transcription. Unfortunately, we have no chemical data available to prove this hypothesis. However, the almost complete lack of lasI and rhlI expression support this hypothesis. Furthermore BpiB09 acts as SDR on 3-oxo-C12-HSL (Figs. 4 & 7A) and due to the structural similarity of the substrate it is very well possible that the protein also acts on the 3-oxo-acyl-ACP available in the cell (Fig. 7B).
Within this framework, it is worthwhile noting that BpiB09 is a novel SDR and no enzyme with a similar activity has been described yet. A phylogenetic analysis suggested that the protein is different from known SDRs. The most similar proteins found in GenBank were SDRs from Acidobacterium and from Koribacter (supplemental Fig. S3). However, the overall similarity was not higher than 58% suggesting that BpiB09 originates from a not yet cultivated microbe. Since the protein was derived from a metagenome it will not be possible to speculate on the original host. It appears that BpiB09 represents probably the first NADP-dependent SDR derived from a non-cultivated microbe whose structure is deposited at PDB.
Concerning a potential application of the protein for the prevention of microbial biofilms, we can currently only speculate about the success of such an attempt. However, taking into account the strong phenotypes observed in our biofilm tests (Fig. 2B) it might indeed be possible to use the protein for quenching the QS signal and thereby suppressing bacterial biofilm formation at a very early stage. In fact, several examples have been published demonstrating that the expression of quorum quenching enzymes can result in the reduction of pathogenicity and virulence [44]–[46]. Since BpiB09 requires NADPH as a cofactor it might however, require the additional supply of the cofactor at sufficiently high concentrations for the reduction of the respective autoinducer molecules. Current work needs to assess the feasibility of this approach by immobilization of BpiB09 on a catheter or other surfaces. Those immobilized proteins can then be used to analyze the role of the BpiB09 protein on developing P. aeruginosa or mixed species microbial biofilms.
Materials and Methods
Bacterial strains, plasmids and culture conditions
Bacterial strains and constructs used in this work are listed in supplemental Table S1. E. coli and P. aeruginosa PAO1 were maintained in LB medium [47] at 37°C. For clones containing the phagemid vector pBK-CMV kanamycin (final concentration of 25 µg/ml) was added, for clones containing the vector pBluescriptSK+ ampicillin (100 µg/ml) and for clones containing the broad host range vector pBBR1MCS-5 gentamycin (10 µg/ml in E. coli or 50 µg/ml in P. aeruginosa) was added. Plasmid transformation in E. coli was done following standard electroporation protocols, heat shock or conjugation protocols [47]. P. aeruginosa was transformed using electroporation [48]. A. tumefaciens NTL4 [49], carrying a traI-lacZ promoter fusion on vector pCF372 [50] and extra copies of traR on vector pCF218 [51] and A. tumefaciens KYC6 [51], which is a natural overproducer of homoserine lactones, were grown in LB or AT medium [52] containing 0.5% glucose per liter at 30°C. For A. tumefaciens NTL4 spectinomycin (final concentration 50 µg/ml) and tetracycline (final concentration 4.5 µg/ml) were added. Biofilm experiments in flow chambers were performed as previously published [7], [25].
Screening for quorum sensing inhibiting clones
The Screening was performed as previously published [7], [25]. The positive clones were verified at least three times. In addition, we used C. violaceum to also verify the observed results. For these tests a cell free extract was prepared of the Bio5 clone and of E. coli XL1 blue containing an empty vector. The protein concentration was determined and adjusted to 10 µg/µl. An overnight culture of C. violaceum was prepared and 50 µl were mixed with 50 µl of the cell extracts and incubated overnight at 30°C. Absence or impairment of purple coloration indicated quorum quenching. The insert of the single positive clone Bio5 was sequenced using automated sequencing technologies (MegaBACE 1000 System, Amersham Bioscience). Gaps were closed by primer walking. All potential ORFs were analyzed using blastX or blastP (NCBI). Sequences were deposited at GenBank with the accession number EF530730.1. For the detection of the respective ORFs involved in quorum sensing inhibition subcloning was employed. The potential quorum sensing inhibiting ORF was amplified using the primer combination given in supplemental Table S4. Clones were assayed using the A. tumefaciens reporter strain described above and using the P. aeruginosa motility assays [7], [25].
Motility testing
The motility of P. aeruginosa was examined using swimming and swarming agars in petri dishes. Pseudomonas swarming agar contained M9 medium [47] without NH4Cl, and included 0.05% glutamic acid. This was solidified with 0.5% Eiken agar (Eiken, Tokyo, Japan). Swimming plates contained M9 medium with NH4Cl but no glutamic acid, and were solidified with 0.3% agar. For motility tests 1×107 cells in 1 µl of an overnight P. aeruginosa PAO1 culture were applied to the middle of the agar plate. The plates were incubated at 37°C for 24 h. Swarming and swimming were documented by photography.
β-galactosidase reporter tests using A. tumefaciens NTL4 (pCF218/pCF372)
To assay the AHL concentration in P. aeruginosa culture supernatants, a 20 h old P. aeruginosa culture (5 ml) was pelleted. The supernatant was sterile filtered and 8 µl were added to 5 ml of a freshly inoculated (1%) A. tumefaciens NTL4 (pCF218/pCF372) culture in AT medium. This strain harbors multiple copies of the AHL receptor gene traR detecting AHLs as well as a lacZ gene containing a promoter that gets activated by TraR-HSL complexes. The culture was grown at 28°C to an OD of approximately 0.6, the OD600 was measured, and 1 ml of the cells was lysed with toluol. The cell extract containing active β-galactosidase was incubated with o-nitrophenyl-β-D-galactopyranoside (ONPG) as a substrate. The cleavage product o-nitrophenol was then detected at 420 nm using a photometer. The measured values for OD420 were divided by the values for OD600. Tests were usually repeated at least 3–5 times and mean values were calculated. Control samples lacking AHLs were assayed in parallel and those values were subtracted from the data obtained with the supernatants containing AHLs.
Cultivation of P. aeruginosa PAO1 biofilms in flow chambers
Biofilms were cultivated in two-channel flow cells constructed of V10A stainless steel. The individual channel dimensions were 3 mm×8 mm×54 mm. The substratum consisted of standard borosilicate glass coverslips (24 mm×60 mm, thickness 0.17 mm) that were fixed on the upper and lower side of the stainless steel flow chamber (1.3 ml total volume), using additive-free silicone glue. The assembled flow cells with Tygon tubing (inner diameter 2.79 mm) attached to the outlets of each channel were sterilized by autoclaving at 121°C for 15 min. All experiments were performed at 30°C. Prior to inoculation, the flow chamber was rinsed with mAPM medium for 5 h at a flow rate of 20 ml/h, using a multi-channel Ismatec IPC-N peristaltic pump. For inoculation, bacteria from a 16 h culture in LB medium was washed once and then resuspended in mAPM medium; each channel of the flow cell was inoculated with 5 ml of the cell suspension adjusted to approximately 107 cells/ml. After arresting the medium flow for 1 h, it was resumed at a rate of 20 ml/h (83.3 cm/h), corresponding to a flow with a Reynolds number of 0.73. The residual time of the bacteria in the flow chambers was approximately 4.5 min. After 72 h, biofilm cells were stained with SYTO 9 (Invitrogen, Darmstadt, Germany) by injecting 2 ml of SYTO 9 solution (0.2 µl SYTO 9/ml mAPM), and viewed by fluorescence microscopy.
Fluorescence imaging analysis of P. aeruginosa PAO1 biofilms in flow chambers
Visualization of flow-cell biofilms was performed using a Zeiss Axio Imager 2 fluorescence microscope (Zeiss, Jena, Germany). Images were obtained with a Zeiss LD Achroplan 40×/0.60NA objective. Three-dimensional image stacks of 72 h old flow-cell biofilms stained with SYTO 9 were recorded at an excitation wavelength of 470 nm in combination with an emission filter BP 525 nm. Digital image acquisition, analysis of the optical thin sections and three-dimensional reconstructions were performed using the Zeiss AxioVision software (version 4.8.1). Tests were verified in at least three independent experiments.
Protein purification
For this purpose, bpiB09 was cloned into the expression vector pET-19b and transferred to E. coli BL21 DE3. This strain was grown at 30°C to OD600 0.6–1.0 in LB cultures containing ampicillin (100 µg/ml). Expression was induced by addition of IPTG to a concentration of 100 µM and carried out for 16 h at 17°C. Cells were harvested and resuspended in 1× LEW buffer (Macherey-Nagel, Düren, Germany) prior to cell disruption through sonication (Sonicator UP 200S, Hielscher, Germany) at 50% amplitude and cycle 0.5 for 5 min or using a French pressure cell. After centrifuging at 13,000 rpm and 4°C for 30 min the crude cell extract could be used for testing or was then purified using Protino columns from Macherey-Nagel (Düren, Germany) following the manufacturer protocol. The levels of protein purity, as well as the molecular mass, were determined by SDS-gel electrophoresis.
HPLC-MS analysis
For chemical analysis 2 µmol 3-oxo-C12-HSL (Sigma-Aldrich, Heidelberg, Germany) (4 mM final concentration in 0.5 ml total volume) was mixed with 1 mM NADPH and 100 µg purified BpiB09 protein in 100 mM potassium phosphate buffer pH 7.0 with 20% DMSO as cosolvent and incubated for 16 h at 30°C. After incubation, the resulting mixtures were extracted twice with ethyl acetate (total of 2 volumes) and the combined organic layers were concentrated in vacuo. For HPLC analysis each extract was dissolved in methanol (5 mg/ml). HPLC-MS-DAD (coupled high performance liquid chromatography mass spectrometry-diode array detector) analysis of the solutions was performed using a Nucleosil 100 C18, 3 µm (100×2 mm) column, an Agilent 1200 LC-System and LC/MSD Ultra Trap System XCT 6330 with the software 6300 Series Trap Control Version 6.1. A gradient program with solvent A (water with 0.1% formic acid) and B (acetonitrile with 0.06% formic acid) was used to detect the 3-oxo-C12-HSL and the reduced product (retention times 14.5 min and 14.0 min, respectively): gradient from 0% B to 100% B in solvent A in 20 min, 3 min 100% B, post-time 5 min 0% B (total: 28 min program) at a flow rate of 400 µl/min. HPLC-MS and HPLC-MS/MS mass analysis were recorded using negative ionization. As reference the commercially available 3-hydroxy-C12-HSL [Sigma-Aldrich, Heidelberg, Germany] was measured.
Measurement of the pyocyanin production in PAO1 cultures
Analysis of the pyocyanin production was performed as previously published [53]. Cultures were grown for 16 h with aeration at 37°C prior to the pyocyanin measurements.
cDNA library construction and transcriptome analysis of P. aeruginosa PAO1
For the transcriptome analysis, PAO1 was grown on LB medium supplemented with the appropriate antibiotics. Cells were grown for 5 h in 100 ml flasks at 28°C with 200 rpm. For each sample point, two independent cultures were harvested after 5 hours of growth, immediately chilled on ice and stored at −70°C prior to mRNA extraction. From these samples, two separate cDNA libraries were generated from P. aeruginosa PAO1 harboring the pBBR1MCS-5::bpiB09 and two libraries from the PAO1 control strain. Total RNA was isolated with the RNeasy Mini Kit (Qiagen) following the instructors manual resulting in 3 µg/µl in average. The rRNA was removed using the RiboMinus™ kit (Invitrogen). The obtained mRNA was randomly transcribed into single stranded cDNA with QuantiTect® Reverse Transcription Kit (Qiagen). Second strand synthesis was performed using the enzymes of the SuperScript™ Double-Stranded cDNA Synthesis Kit (Invitrogen) and following the instructions for the second strand synthesis. Double stranded cDNA samples were purified with SureClean solution (Bioline) and the resulting precipitate was resolved in 16 µl 50 mM Tris/HCL buffer. Starting from rRNA removal the whole procedure was performed in four attempts for each sample and samples were pooled. Concentration with an average of 6 ng/µl was determined using the NanoDrop1000 instrument (Peqlab Biotechnologie). The resulting ds cDNA was used to create 454-shotgun libraries following the GS Rapid library protocol (Roche) without any nebulization step. The four 454 cDNA libraries were sequenced with the Genome Sequencer FLX (Roche, Mannheim, Germany) using the Titanium chemistry. Sequencing was performed by the Göttingen Genomics Laboratory. One medium lane of a Titanium picotiter plate was used for sequencing of each sample. In total 567'003 reads were achieved for the four cDNA libraries. Total reads of all samples were mapped on the reference genome sequence of P. aeruginosa PAO1 and were evaluated with respect to the hits per gene, proportionately to the gene length.
C. elegans paralysis assay
Paralysis assays were done as described in [40] with some modifications: PAO1 strains were grown on brain heart infusion (BHI) agar plates (Roth X915.1), supplemented with 50 µg/ml gentamycin to maintain plasmids. A single colony was picked and inoculated in BHI broth (Roth X916.1) at 37°C for 24 h. The culture was diluted 1∶100 into fresh BHI broth, 350 µl of the diluted culture were spread onto 100-mm BHI agar plates, and incubated at 37°C for 48 h. The C. elegans N2 strain was maintained on nematode growth medium (NGM) at 20°C, fed with E. coli OP50, and synchronized as described in [54]. 30 one-day-old adult C. elegans were picked onto each of 8 replicate plates per PAO1 strain. The assay was done at room temperature and plates were sealed with parafilm. The paralysis of the nematodes was scored every hour and worms were considered paralyzed if they did not move after repeatedly tapping the plate against the stage of the dissection microscope. The variation in percentage of paralyzed worms was evaluated with a generalized linear model, using ordinal logistic regression analysis and including the following factors in the model: PA strain, time, the PA strain*time interaction and also replicate nested in PA strain. In all cases, the specified model provided a better fit to the data than a minimal model (P<0.001) and it was not significantly worse than a saturated model (P>0.99). The analysis was performed with JMP version 8.0 (SAS Institute Inc. 2008). The graph was produced with SigmaPlot version 11.0 (Systat Software Inc. 2008).
Crystallization
Purified BpiB09 was concentrated using a Vivaspin column (molecular-weight cutoff 10 kDa) to 10 mg/ml. Freshly prepared NADP+ (Karl Roth GmbH, Karlsruhe, Germany) was added to the sample immediately prior to crystallization to a final concentration of 1 mM (about 3-fold excess). Initial crystallization trials were carried out with five different 96 well screens from Qiagen (Classic I & II, PACT, AmSO4, PhClearII) at the EMBL Hamburg high-throughput crystallization facility [55]. All initial screens were performed at 292 K in Innovadyne plates using the sitting-drop vapor-diffusion method. 200 nL protein solution mixed with 200 nL reservoir solution was equilibrated against 50 µl reservoir solution. Initial crystallization experiments resulted in medium sized crystals under two conditions: 0.1 M citric acid pH 4.0, 1.6 M ammonium sulfate and 0.1 M tri sodium citrate pH 5.6, 2.5 M hexandiol, respectively. Only crystals grown from citric acid and ammonium sulfate diffracted x-ray radiation. They were subsequently optimized with customized screens using the hanging-drop method. Best diffraction was obtained with crystals grown from 0.1 M citric acid pH 4.5 and 1.5 M LiSO4. Equal volumes (1 µl) of protein solution (10 mg/ml) and reservoir solution were mixed and equilibrated against 1 ml of the reservoir solution at 292 K. Crystals appeared after 2–4 days and grew to dimensions of up to 300×300×200 µm3.
Crystal Data Collection and Processing
For cryoprotection, a crystal of BpiB09 was briefly (2–5 s) immersed in mother liquor supplemented with 24% (v/v) ethyleneglycol and flash-frozen in liquid nitrogen. A complete X-ray diffraction data set was collected at beamline X13 at EMBL Hamburg/DESY on a MARCCD detector (165 mm). A total of 170 frames were collected with a rotation range of 0.4° based on the prediction of BEST [56]. The data were indexed and integrated using XDS [57] and scaled with SCALA (Collaborative Computational Project, Number 4, 1994). Intensities were converted to structure-factor amplitudes using the program TRUNCATE ([58]; Collaborative Computational Project, Number 4, 1994). Table 2 summarizes the data-collection and processing statistics.
Structure Solution and Refinement
Phasing was accomplished by molecular replacement using the online molecular-replacement pipeline BALBES from the York Structural Biology Laboratory (http://www.ysbl.york.ac.uk/YSBLPrograms/index.jsp) [59]. The program selected the structure of a putative oxidoreductase from Thermus thermophilus as a search model (PDB entry 2ehd). 4 molecules were found in the asymmetric unit, which corresponds to a high solvent content of 76%. The structure was refined using REFMAC5 [60] and Phenix 1.7 [61] alternating with manual rebuilding in Coot [62]. After few rounds of refinement unambiguous electron density remained at the expected site of NADP+ binding. Only after the Rfree factor had dropped to below 24% gradual addition of the NADP+ cofactor into the model began. While there was continuous density for adenosine and the phosphoryl groups at the 2′ and 5′ hydroxyl side chains of the ribose, the density for the remaining phosphoryl-, ribose- and nicotinamide moiety was too weak for unambiguous tracing. Figures were prepared using PyMOL [63]. The atomic coordinates of BpiB09 have been deposited in the Protein Data Bank under the accession code 3RKR).
Supporting Information
Acknowledgments
We gratefully acknowledge EMBL/DESY for access to the crystallography beamline X13 and Matthew Groves for support. We acknowledge Vladimir Rybin (EMBL Heidelberg) for support with the analytical ultracentrifugation.
Footnotes
Competing Interests: The authors have declared that no competing interests exist.
Funding: This work was supported by the Bundesministerium für Bildung und Forschung-Kompetenznetzwerk GenoMik-Transfer. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1.Jayaraman A, Wood TK. Bacterial quorum sensing: signals, circuits, and implications for biofilms and disease. Annu Rev Biomed Eng. 2008;10:145–167. doi: 10.1146/annurev.bioeng.10.061807.160536. [DOI] [PubMed] [Google Scholar]
- 2.Waters CM, Bassler BL. Quorum sensing: cell-to-cell communication in bacteria. Annu Rev Cell Dev Biol. 2005;21:319–346. doi: 10.1146/annurev.cellbio.21.012704.131001. [DOI] [PubMed] [Google Scholar]
- 3.Shank EA, Kolter R. New developments in microbial interspecies signaling. Curr Opin Microbiol. 2009;12:205–214. doi: 10.1016/j.mib.2009.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Czajkowski R, Jafra S. Quenching of acyl-homoserine lactone-dependent quorum sensing by enzymatic disruption of signal molecules. Acta Biochim Pol. 2009;56:1–16. [PubMed] [Google Scholar]
- 5.Mei GY, Yan XX, Turak A, Luo ZQ, Zhang LQ. AidH, an alpha/beta-hydrolase fold family member from an Ochrobactrum sp. strain, is a novel N-acylhomoserine lactonase. Appl Environ Microbiol. 2010;76:4933–4942. doi: 10.1128/AEM.00477-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Wang WZ, Morohoshi T, Ikenoya M, Someya N, Ikeda T. AiiM, a novel class of N-acylhomoserine lactonase from the leaf-associated bacterium Microbacterium testaceum. Appl Environ Microbiol. 2010;76:2524–2530. doi: 10.1128/AEM.02738-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Bijtenhoorn P, Schipper C, Hornung C, Quitschau M, Grond S, et al. BpiB05, a novel metagenome-derived hydrolase acting on N-acylhomoserine lactones. J Biotechnol. 2011;155:86–94. doi: 10.1016/j.jbiotec.2010.12.016. [DOI] [PubMed] [Google Scholar]
- 8.Uroz S, Oger P, Chhabra SR, Camara M, Williams P, et al. N-acyl homoserine lactones are degraded via an amidolytic activity in Comamonas sp. strain D1. Arch Microbiol. 2007;187:249–256. doi: 10.1007/s00203-006-0186-5. [DOI] [PubMed] [Google Scholar]
- 9.Huang JJ, Petersen A, Whiteley M, Leadbetter JR. Identification of QuiP, the product of gene PA1032, as the second acyl-homoserine lactone acylase of Pseudomonas aeruginosa PAO1. Appl Environ Microbiol. 2006;72:1190–1197. doi: 10.1128/AEM.72.2.1190-1197.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Wahjudi M, Papaioannou E, Hendrawati O, van Assen AH, van Merkerk R, et al. PA0305 of Pseudomonas aeruginosa is a quorum quenching acyl homoserine lactone acylase belonging to the Ntn hydrolase superfamily. Microbiology. 2011;157(Pt 7):2042–55. doi: 10.1099/mic.0.043935-0. [DOI] [PubMed] [Google Scholar]
- 11.Shepherd RW, Lindow SE. Two dissimilar N-acyl-homoserine lactone acylases of Pseudomonas syringae influence colony and biofilm morphology. Appl Environ Microbiol. 2009;75:45–53. doi: 10.1128/AEM.01723-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Czajkowski R, Krzyżanowska D, Karczewska J, Atkinson S, Przysowa J, et al. Inactivation of AHLs by Ochrobactrum sp. A44 depends on the activity of a novel class of AHL acylase. Environ Microbiol Rep. 2011;3:59–68. doi: 10.1111/j.1758-2229.2010.00188.x. [DOI] [PubMed] [Google Scholar]
- 13.Lin YH, Xu JL, Hu J, Wang LH, Ong SL, et al. Acyl-homoserine lactone acylase from Ralstonia strain XJ12B represents a novel and potent class of quorum-quenching enzymes. Mol Microbiol. 2003;47:849–860. doi: 10.1046/j.1365-2958.2003.03351.x. [DOI] [PubMed] [Google Scholar]
- 14.Uroz S, Chhabra SR, Camara M, Williams P, Oger P, et al. N-Acylhomoserine lactone quorum-sensing molecules are modified and degraded by Rhodococcus erythropolis W2 by both amidolytic and novel oxidoreductase activities. Microbiology. 2005;151:3313–3322. doi: 10.1099/mic.0.27961-0. [DOI] [PubMed] [Google Scholar]
- 15.Morohoshi T, Nakazawa S, Ebata A, Kato N, Ikeda T. Identification and characterization of N-acylhomoserine lactone-acylase from the fish intestinal Shewanella sp. strain MIB015. Biosci Biotechnol Biochem. 2008;72:1887–1893. doi: 10.1271/bbb.80139. [DOI] [PubMed] [Google Scholar]
- 16.Park SY, Kang HO, Jang HS, Lee JK, Koo BT, et al. Identification of extracellular N-acylhomoserine lactone acylase from a Streptomyces sp. and its application to quorum quenching. Appl Environ Microbiol. 2005;71:2632–2641. doi: 10.1128/AEM.71.5.2632-2641.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Chowdhary PK, Keshavan N, Nguyen HQ, Peterson JA, Gonzalez JE, et al. Bacillus megaterium CYP102A1 oxidation of acyl homoserine lactones and acyl homoserines. Biochemistry. 2007;46:14429–14437. doi: 10.1021/bi701945j. [DOI] [PubMed] [Google Scholar]
- 18.Chowdhary PK, Stewart L, Lopez C, Haines DC. A single mutation in P450BM-3 enhances acyl homoserine lactone: acyl homoserine substrate binding selectivity nearly 250-fold. J Biotechnol. 2008;135:374–376. doi: 10.1016/j.jbiotec.2008.05.005. [DOI] [PubMed] [Google Scholar]
- 19.Jornvall H, Hoog JO, Persson B. SDR and MDR: completed genome sequences show these protein families to be large, of old origin, and of complex nature. FEBS Lett. 1999;445:261–264. doi: 10.1016/s0014-5793(99)00130-1. [DOI] [PubMed] [Google Scholar]
- 20.Jornvall H, Persson B, Krook M, Atrian S, Gonzalez-Duarte R, et al. Short-chain dehydrogenases/reductases (SDR). Biochemistry. 1995;34:6003–6013. doi: 10.1021/bi00018a001. [DOI] [PubMed] [Google Scholar]
- 21.Kallberg Y, Persson B. Prediction of coenzyme specificity in dehydrogenases/reductases. A hidden Markov model-based method and its application on complete genomes. Febs J. 2006;273:1177–1184. doi: 10.1111/j.1742-4658.2006.05153.x. [DOI] [PubMed] [Google Scholar]
- 22.Kavanagh KL, Jornvall H, Persson B, Oppermann U. Medium- and short-chain dehydrogenase/reductase gene and protein families : the SDR superfamily: functional and structural diversity within a family of metabolic and regulatory enzymes. Cell Mol Life Sci. 2008;65:3895–3906. doi: 10.1007/s00018-008-8588-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Oppermann U, Filling C, Hult M, Shafqat N, Wu X, et al. Short-chain dehydrogenases/reductases (SDR): the 2002 update. Chem Biol Interact. 2003;143–144:247–253. doi: 10.1016/s0009-2797(02)00164-3. [DOI] [PubMed] [Google Scholar]
- 24.Jornvall H, Hedlund J, Bergman T, Oppermann U, Persson B. Superfamilies SDR and MDR: from early ancestry to present forms. Emergence of three lines, a Zn-metalloenzyme, and distinct variabilities. Biochem Biophys Res Commun. 2010;396:125–130. doi: 10.1016/j.bbrc.2010.03.094. [DOI] [PubMed] [Google Scholar]
- 25.Schipper C, Hornung C, Bijtenhoorn P, Quitschau M, Grond S, et al. Metagenome-derived clones encoding two novel lactonase family proteins involved in biofilm inhibition in Pseudomonas aeruginosa. Appl Environ Microbiol. 2009;75:224–233. doi: 10.1128/AEM.01389-08. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Kohler T, Curty LK, Barja F, van Delden C, Pechere JC. Swarming of Pseudomonas aeruginosa is dependent on cell-to-cell signaling and requires flagella and pili. J Bacteriol. 2000;182:5990–5996. doi: 10.1128/jb.182.21.5990-5996.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Wagner VE, Li LL, Isabella VM, Iglewski BH. Analysis of the hierarchy of quorum-sensing regulation in Pseudomonas aeruginosa. Anal Bioanal Chem. 2007;387:469–479. doi: 10.1007/s00216-006-0964-6. [DOI] [PubMed] [Google Scholar]
- 28.Schaber JA, Carty NL, McDonald NA, Graham ED, Cheluvappa R, et al. Analysis of quorum sensing-deficient clinical isolates of Pseudomonas aeruginosa. J Med Microbiol. 2004;53:841–853. doi: 10.1099/jmm.0.45617-0. [DOI] [PubMed] [Google Scholar]
- 29.Gallagher LA, Manoil C. Pseudomonas aeruginosa PAO1 kills Caenorhabditis elegans by cyanide poisoning. J Bacteriol. 2001;183:6207–6214. doi: 10.1128/JB.183.21.6207-6214.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Hentzer M, Wu H, Andersen JB, Riedel K, Rasmussen TB, et al. Attenuation of Pseudomonas aeruginosa virulence by quorum sensing inhibitors. Embo J. 2003;22:3803–3815. doi: 10.1093/emboj/cdg366. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Schuster M, Lostroh CP, Ogi T, Greenberg EP. Identification, timing, and signal specificity of Pseudomonas aeruginosa quorum-controlled genes: a transcriptome analysis. J Bacteriol. 2003;185:2066–2079. doi: 10.1128/JB.185.7.2066-2079.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Wagner VE, Bushnell D, Passador L, Brooks AI, Iglewski BH. Microarray analysis of Pseudomonas aeruginosa quorum-sensing regulons: effects of growth phase and environment. J Bacteriol. 2003;185:2080–2095. doi: 10.1128/JB.185.7.2080-2095.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Winsor GL, Van Rossum T, Lo R, Khaira B, Whiteside MD, et al. Pseudomonas Genome Database: facilitating user-friendly, comprehensive comparisons of microbial genomes. Nucleic Acids Res. 2009;37:D483–488. doi: 10.1093/nar/gkn861. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Kallberg Y, Oppermann U, Persson B. Classification of the short-chain dehydrogenase/reductase superfamily using hidden Markov models. Febs J. 2010;277:2375–2386. doi: 10.1111/j.1742-4658.2010.07656.x. [DOI] [PubMed] [Google Scholar]
- 35.Kallberg Y, Oppermann U, Jornvall H, Persson B. Short-chain dehydrogenases/reductases (SDRs). Eur J Biochem. 2002;269:4409–4417. doi: 10.1046/j.1432-1033.2002.03130.x. [DOI] [PubMed] [Google Scholar]
- 36.Filling C, Berndt KD, Benach J, Knapp S, Prozorovski T, et al. Critical residues for structure and catalysis in short-chain dehydrogenases/reductases. J Biol Chem. 2002;277:25677–25684. doi: 10.1074/jbc.M202160200. [DOI] [PubMed] [Google Scholar]
- 37.Davies DG, Parsek MR, Pearson JP, Iglewski BH, Costerton JW, et al. The involvement of cell-to-cell signals in the development of a bacterial biofilm. Science. 1998;280:295–298. doi: 10.1126/science.280.5361.295. [DOI] [PubMed] [Google Scholar]
- 38.de Kievit TR, Iglewski BH. Bacterial quorum sensing in pathogenic relationships. Infect Immun. 2000;68:4839–4849. doi: 10.1128/iai.68.9.4839-4849.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Tang HB, DiMango E, Bryan R, Gambello M, Iglewski BH, et al. Contribution of specific Pseudomonas aeruginosa virulence factors to pathogenesis of pneumonia in a neonatal mouse model of infection. Infect Immun. 1996;64:37–43. doi: 10.1128/iai.64.1.37-43.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Darby C, Cosma CL, Thomas JH, Manoil C. Lethal paralysis of Caenorhabditis elegans by Pseudomonas aeruginosa. Proc Natl Acad Sci U S A. 1999;96:15202–15207. doi: 10.1073/pnas.96.26.15202. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Papaioannou E, Wahjudi M, Nadal-Jimenez P, Koch G, Setroikromo R, et al. Quorum-quenching acylase reduces the virulence of Pseudomonas aeruginosa in a Caenorhabditis elegans infection model. Antimicrob Agents Chemother. 2009;53:4891–4897. doi: 10.1128/AAC.00380-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Kuchma SL, Brothers KM, Merritt JH, Liberati NT, Ausubel FM, et al. BifA, a cyclic-Di-GMP phosphodiesterase, inversely regulates biofilm formation and swarming motility by Pseudomonas aeruginosa PA14. J Bacteriol. 2007;189:8165–8178. doi: 10.1128/JB.00586-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Stover CK, Pham XQ, Erwin AL, Mizoguchi SD, Warrener P, et al. Complete genome sequence of Pseudomonas aeruginosa PAO1, an opportunistic pathogen. Nature. 2000;406:959–964. doi: 10.1038/35023079. [DOI] [PubMed] [Google Scholar]
- 44.Chen R, Zhou Z, Cao Y, Bai Y, Yao B. High yield expression of an AHL-lactonase from Bacillus sp. B546 in Pichia pastoris and its application to reduce Aeromonas hydrophila mortality in aquaculture. Microb Cell Fact. 2010;9:39. doi: 10.1186/1475-2859-9-39. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Stoltz DA, Ozer EA, Taft PJ, Barry M, Liu L, et al. Drosophila are protected from Pseudomonas aeruginosa lethality by transgenic expression of paraoxonase-1. J Clin Invest. 2008;118:3123–3131. doi: 10.1172/JCI35147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Zhu C, Yu Z, Sun M. Restraining Erwinia virulence by expression of N-acyl homoserine lactonase gene pro3A-aiiA in Bacillus thuringiensis subsp leesis. Biotechnol Bioeng. 2006;95:526–532. doi: 10.1002/bit.21032. [DOI] [PubMed] [Google Scholar]
- 47.Sambrook J, Russell DW. Molecular Cloning, A Laboratory Manual. Cold Spring Harbor: Cold Spring Harbor Laboratory Press; 2001. [Google Scholar]
- 48.Smith AW, Iglewski BH. Transformation of Pseudomonas aeruginosa by electroporation. Nucleic Acids Res. 1989;17:10509. doi: 10.1093/nar/17.24.10509. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Luo ZQ, Clemente TE, Farrand SK. Construction of a derivative of Agrobacterium tumefaciens C58 that does not mutate to tetracycline resistance. Mol Plant Microbe Interact. 2001;14:98–103. doi: 10.1094/MPMI.2001.14.1.98. [DOI] [PubMed] [Google Scholar]
- 50.Fuqua C, Winans SC. Conserved cis-acting promoter elements are required for density-dependent transcription of Agrobacterium tumefaciens conjugal transfer genes. J Bacteriol. 1996;178:435–440. doi: 10.1128/jb.178.2.435-440.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Fuqua WC, Winans SC. A LuxR-LuxI type regulatory system activates Agrobacterium Ti plasmid conjugal transfer in the presence of a plant tumor metabolite. J Bacteriol. 1994;176:2796–2806. doi: 10.1128/jb.176.10.2796-2806.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Tempe J, Petit A, Holsters M, Montagu M, Schell J. Thermosensitive step associated with transfer of the Ti plasmid during conjugation: Possible relation to transformation in crown gall. Proc Natl Acad Sci U S A. 1977;74:2848–2849. doi: 10.1073/pnas.74.7.2848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Gallagher LA, McKnight SL, Kuznetsova MS, Pesci EC, Manoil C. Functions required for extracellular quinolone signaling by Pseudomonas aeruginosa. J Bacteriol. 2002;184:6472–6480. doi: 10.1128/JB.184.23.6472-6480.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Stiernagle T. Maintenance of C. elegans. WormBook. 2006:1–11. doi: 10.1895/wormbook.1.101.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Mueller-Dieckmann J. The open-access high-throughput crystallization facility at EMBL Hamburg. Acta Crystallogr D Biol Crystallogr. 2006;62:1446–1452. doi: 10.1107/S0907444906038121. [DOI] [PubMed] [Google Scholar]
- 56.Popov AN, Bourenkov GP. Choice of data-collection parameters based on statistic modelling. Acta Crystallogr D Biol Crystallogr. 2003;59:1145–1153. doi: 10.1107/s0907444903008163. [DOI] [PubMed] [Google Scholar]
- 57.Kabsch W. Automatic processing of rotation diffraction data from crystals of initially unknown symmetry and cell constants. J Appl Crystallogr. 1993;26:795–800. [Google Scholar]
- 58.French S, Wilson K. Treatment of Negative Intensity Observations. Acta Crystallogr A. 1978;34:517–525. [Google Scholar]
- 59.Long F, Vagin AA, Young P, Murshudov GN. BALBES: a molecular-replacement pipeline. Acta Crystallogr D Biol Crystallogr. 2008;64:125–132. doi: 10.1107/S0907444907050172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Murshudov GN, Vagin AA, Dodson EJ. Refinement of macromolecular structures by the maximum-likelihood method. Acta Crystallogr D Biol Crystallogr. 1997;53:240–255. doi: 10.1107/S0907444996012255. [DOI] [PubMed] [Google Scholar]
- 61.Adams PD, Afonine PV, Bunkoczi G, Chen VB, Davis IW, et al. PHENIX: a comprehensive Python-based system for macromolecular structure solution. Acta Crystallogr D Biol Crystallogr. 2010;66:213–221. doi: 10.1107/S0907444909052925. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Emsley P, Cowtan K. Coot: model-building tools for molecular graphics. Acta Crystallogr D Biol Crystallogr. 2004;60:2126–2132. doi: 10.1107/S0907444904019158. [DOI] [PubMed] [Google Scholar]
- 63.DeLano WL. PyMOL molecular graphics system. 2002. Available at: http://www.pymol.org.
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