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Applied and Environmental Microbiology, February 2008, p. 1167-1175, Vol. 74, No. 4
0099-2240/08/$08.00+0 doi:10.1128/AEM.02230-07
Copyright © 2008, American Society for Microbiology. All Rights Reserved.

Department of Microbiology, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Singapore 117597, Singapore
Received 1 October 2007/ Accepted 5 December 2007
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FIG. 1. S. clavuligerus DAOCS catalyzes the conversion of the five-member thiazolidine ring of penicillin into the six-member dihydrothiazine ring of cephalosporin, where R2 is a methyl group. The penicillin nucleus (6-aminopenicillanic acid [6-APA]) has only one R-group, whereas the cephalosporin nucleus (7-ADCA) has two R-groups for chemical modification. Hence, a larger variety of cephalosporin derivatives could be created.
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An alternative "greener" method to synthesize G-7-ADCA involves the use of enzymes involved in the natural biosynthetic pathways of antibiotics. Deacetoxycephalosporin C synthase (DAOCS) is an enzyme capable of producing G-7-ADCA as it catalyzes the expansion of the five-member thiazolidine ring of penicillin nucleus to the six-member dihydrothiazine ring of cephalosporin (Fig. 1). Thus, penicillin N analogues besides penicillin G could be used as substrates for the production of existing cephalosporins, including cephalexin and cefadroxil, which are the cephem moieties of ampicillin and amoxicillin, respectively (7).
Several methods have been used to engineer DAOCS for industrial applications. So far, hybrid DAOCSs of Streptomyces clavuligerus and Nocardia lactamdurans created by in vivo homeologous recombination have generated a more efficient enzyme for converting penicillin G to deacetoxycephalosporin G (1, 8). In another study, Wei et al. employed both random and site-directed mutagenesis techniques to improve the penicillin G conversion efficiency of DAOCS (27). Further improvement was made via family shuffling of DAOCS genes from S. clavuligerus, Streptomyces ambofaciens, Streptomyces chartreusis, and Streptomyces sp. isolate 65PH1 to produce enzymes with higher catalytic efficiencies which are not affected by substrate inhibition (12). Although these methods generate large numbers of recombinants, they require extensive screening using well-established assays, and obtaining the most efficient enzyme is often not guaranteed.
Compared to the random method employed by Wei et al. (26, 27), a rational approach results in more precise and systematic modification of the enzyme. However, such a tailoring approach requires extensive knowledge of the three-dimensional structure of the enzyme to reveal important clues concerning the types of folding that constitute the architecture of the enzyme. To obtain a desired property or function, multiple mutations of the enzyme are often deliberately made. As reviewed by Wells (28) and Mildvan et al. (18), the effect of introducing a second mutation into a mutant enzyme could be synergistic, additive, partially additive, or antagonistic or could have no additional effect, and therefore, the interactions between two or more mutations warrant experimental elucidation.
The C-terminal region of DAOCS forms part of the β-barrel structure that defines the catalytic site, and it has been reported to be important in penicillin ring expansion activity (2, 4, 13-15, 23). In a previous study, we showed that single C-terminal mutations (N304L, R306L, and R307L) can increase the enzyme's catalytic activity and result in activities ranging from 108 to 266% higher than the activity of wild-type S. clavuligerus DAOCS (ScDAOCS) (2). Subsequent study of the complete library of amino acid substitutions at residue N304 of ScDAOCS showed that replacement with amino acids having a positively charged side chain (lysine or arginine) could potentially result in a favorable charged interaction with the penicillin substrate and thus further increase the catalytic activity of ScDAOCS (3). Wei et al. also described several mutants which showed improved catalytic efficiency for penicillin G conversion (27). The C281Y and V275I mutations are of particular interest as these residues are not at the catalytic site of the enzyme. In addition, these workers also showed that another C-terminal mutation, I305M, has a tremendous effect on the turnover rate of the enzyme.
Based on these findings, the aim of this study was to assess the effects of double mutations on ScDAOCS activity and substrate preferences. At the same time, the molecular effects of V275I and C281Y mutations on the catalytic function of the enzyme were explored. The changes in the catalytic mechanism of the mutants were further studied through elucidation of their kinetic parameters.
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TABLE 1. Primers used for site-directed mutagenesis of ScDAOCS
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The site-directed mutagenized or restriction-ligated recombinant plasmids were subsequently transformed into Escherichia coli strain BL21(DE3). Clones harboring the desired mutations were screened by extracting the plasmid DNA using the Wizard Plus SV Minipreps DNA purification system (Promega), followed by automated DNA sequencing. DNA sequencing was performed using an ABI PRISM dye terminator cycle sequencing kit and an ABI PRISM 3100 genetic analyzer as previously described (3). The mutated genes were fully sequenced to ascertain that no random mutation had been incorporated during the site-directed mutagenesis or restriction-ligation process.
Expression and purification of wild-type and mutant ScDAOCS fusion proteins.
Recombinant clones of wild-type and mutant ScDAOCSs were cultivated for high levels of protein expression and harvested as previously described (4, 19). Wild-type and mutant ScDAOCS fusion proteins were purified from soluble cell extracts by affinity chromatography using a MicroSpin GST purification module (Amersham Pharmacia Biotech) according to the manufacturer's instructions. The cell lysates were analyzed using sodium dodecyl sulfate-polyacrylamide gel electrophoresis to ensure that the mutations did not have any adverse effects on the soluble expression of the fusion proteins. Gel images were captured using the Bio-Rad Molecular Imager Gel Doc XR system, which was controlled by the Quantity One software (Bio-Rad). This program was also used to estimate the relative expression levels of the wild-type and mutant ScDAOCSs and the purity of the purified fusion proteins. Protein concentrations were determined by the Bio-Rad protein assay, and bovine serum albumin (Sigma-Aldrich) was used as the reference protein standard.
Determination of penicillin conversion activities of wild-type and mutant ScDAOCSs.
The standard reaction mixtures described by Sim and Sim were used because these conditions are optimal for ring expansion of a hydrophobic penicillin to obtain its cephalosporin moiety (19). All the chemical reagents were obtained from Sigma-Aldrich unless otherwise indicated. Briefly, the enzyme reaction mixture contained 50 mM Tris (pH 7.4), 1.8 mM iron(II) sulfate, 0.8 mM ATP, 1.28 mM
-ketoglutarate, 4 mg ml–1 penicillin substrate and 0.8 mg ml–1 purified GST-ScDAOCS. The penicillin substrates used were ampicillin, penicillin G, phenethicillin, and carbenicillin. The reaction mixtures were incubated at 30°C with shaking at 200 rpm for 15 min. The reaction was stopped by adding an equal volume of methanol. The amounts of product formed by wild-type and mutant ScDAOCSs were determined by a hole plate bioassay as previously described (19). E. coli strain Ess (a gift from A. L. Demain, Drew University) was used as the test organism and seeded at a final concentration of 1% (vol/vol) using a culture diluted to an optical density at 600 nm of 0.1. Difco Penase was added to a final concentration of 100,000 IU ml–1 to the bioassay plates to remove the unconverted penicillin substrates. Cephalosporin C was used as the reference standard. One unit of enzyme activity was defined as the amount of enzyme that formed the equivalent of 1 µg of cephalosporin C per min under the prescribed conditions. The mean specific activity of each enzyme was determined using the data from at least three independent experiments with duplicates.
The high-performance liquid chromatography (HPLC) system used included an ÁKTA purifier (Amersham Biosciences) consisting of a UV-900 detector and an A900 autosampler and a SunFire C18 column (5 µm; 4.6 by 150 mm; Waters, United States). The operation of the system and the acquisition of data in the chromatographic process were controlled by the UNICORN 5.0 program (Amersham Biosciences). The chromatographic conditions described by Chin and Sim were used (2). One unit of enzyme activity was defined as the amount of enzyme that formed 1 µg of cephalexin per min under the prescribed conditions. The specific activity of each enzyme was determined using the data from at least three independent experiments with duplicates.
Determination of kinetic parameters of wild-type and mutant ScDAOCSs.
The kinetic assays were performed using a spectrophotometric method described by Dubus et al., assuming that
is 6,100 M–1 cm–1 for the conversion of ampicillin to cephalexin (6). The final concentration of enzyme used was 2.5 µM. The final concentrations of the ampicillin substrates used ranged from 0.1 to 10 mM. The kinetic assay was performed using a 96-well format filter-based GENios spectrophotometer (Tecan, Austria) with a 260-nm absorbance filter and the temperature fixed at 30°C. The kinetic parameters were determined using the data from at least three independent measurements with triplicates and were calculated using a Hanes-Woolf plot.
Computational analysis.
Comparative analyses of protein sequences were carried out using the CLUSTAL W multiple-sequence alignment program (version 1.7) (21). The amino acid sequences of annotated DAOCSs from different organisms were retrieved from the GenBank database, and the accession numbers were as follows: S. clavuligerus, P18548; A. chrysogenum, P11935; S. chartreusis, AY318743; S. ambofaciens, AY318742; Streptomyces jumonjinensis, AF317908; Nocardia lactamdurans, Q03047; and Lysobacter lactamgenus, CAA39984. Viewing and manipulation of three-dimensional structures were performed using the SwissPdb Viewer program, version 3.7 (10). The crystal structure of ScDAOCS was retrieved from the Protein Data Bank (accession number 1UNB) (22). Amino acid residues interacting with the penicillin substrate were determined using the LIGPLOT program (25). This program automatically generates a schematic diagram of protein-ligand interactions mediated by hydrogen bonds and hydrophobic contacts. Mutational models were generated using SwissPdb Viewer and were further assessed using LIGPLOT to validate the changes in the protein-ligand interactions.
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10% of the total soluble protein), as revealed by intense protein bands (
60 kDa) in sodium dodecyl sulfate-polyacrylamide gel electrophoresis analyses (data not shown). The cell lysates containing GST-ScDAOCS fusion proteins were then subjected to affinity chromatography purification using the MicroSpin GST purification module. The molecular masses of the purified fusion proteins were approximately 60 kDa, and the proteins were at least 90% pure as estimated by the Quantity One program (data not shown). These results showed that the double mutations did not significantly affect the soluble expression of the enzyme, which allowed subsequent determination of the properties of the mutant enzymes.
Determination of specific activities of wild-type and mutant ScDAOCSs by the hole plate bioassay.
The conversion of hydrophobic penicillin substrates (ampicillin, penicillin G, phenethicillin, and carbenicillin) by wild-type and mutant ScDAOCSs was determined by a hole plate bioassay using E. coli strain Ess as the test microorganism. All experimental data were confirmed by at least three independent measurements. The specific activities of wild-type ScDAOCS for ampicillin, penicillin G, phenethicillin, and carbenicillin conversion were 0.64, 6.72, 3.57, and 0.76 U mg–1, respectively. The specific activities of the single- and double-mutant enzymes were expressed as percentages relative to the activity of the wild-type enzyme (Table 2).
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TABLE 2. Relative activities of wild-type and mutant ScDAOCSs determined by bioassay
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Structural analyses of these three residues using SwissPdb Viewer revealed that I305 is approximately 4.5 Å from the β-lactam ring of the penicillin substrate (Fig. 2). After mutation to methionine, the side chain, which is longer than that of isoleucine, is closer to the β-lactam ring of the penicillin substrate (Fig. 3A and 3B). Thus, the methionine residue could potentially stabilize or orient the penicillin substrate in a more receptive manner for ring expansion. However, the molecular mechanisms of V275I and C281Y single mutants that contribute to the increased catalytic activity of the enzyme are still unclear. Since the two sites are not located at the active site of ScDAOCS, it is reasonable to postulate that their effects are structure based.
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FIG. 2. Spatial orientation of the V275, C281, N304, I305, R306, and R307 residues (orange) in ScDAOCS (PDB accession number 1UNB). Residues V275 and C281 are located in a small subdomain not at the active site. Residues N304, I305, R306, and R307 are located at the C-terminal end which forms part of the β-barrel structure that defines the active site. (Top inset) Close-up of residues V275 and C281. Residue V275 is located on the β13 strand and is surrounded by residues F273, V285, and L287. Residue C281 is located along the polypeptide chain extending between the 9 helix and the β14 strand. (Bottom inset) Modeled structures of (A) V275I, (B) V275L, (C) C281Y, and (D) C281F mutations obtained using SwissPdb Viewer. Brown, ampicillin; purple, -ketoglutarate; dark green, H183 D185 H243 iron binding motif; light green, R258 S260 -ketoglutarate binding motif; dotted green line, hydrogen bond.
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FIG. 3. Mutational models of I305M, N304R, and N304K ScDAOCS mutants generated using SwissPdb Viewer. (A) Orientation of the side chains of residues N304 and I305 with respect to the ampicillin substrate and Fe(II) ion in wild-type ScDAOCS (PDB accession number 1UNB). (B to D) Predicted orientations of (B) the methionine side chain at position 305 and the (C) arginine and (D) lysine side chains at position 304 of ScDAOCS.
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Residue C281 is also located within the small subdomain between the
9 helix and the β14 strand (Fig. 2). In silico analyses revealed that when this residue was changed to a tyrosine, a hydrogen bond formed between the hydroxyl group on the side chain of tyrosine and the backbone oxygen of V238. This hydrogen bond could possibly help stabilize the polypeptide chain leading to residue H243, which is critical for iron(II) coordination. This is consistent with the results reported by Wei et al. (26). To further validate the contribution of the hydrogen bond, C281 was changed to phenylalanine, which resembles tyrosine structurally except for the absence of the hydroxyl group on the aromatic ring. Interestingly, the C281F mutant exhibited specific activity similar to that of the C281Y mutant. This implied that the improved activity obtained was not due to the predicted hydrogen bond formation. Since phenylalanine is nonpolar, the interactions of either tyrosine or phenylalanine at position 281 with its surrounding residues are likely to be due to hydrophobic and van der Waals forces.
Comparative analyses of V275I N304X, C281Y N304X, and N304X R306L double mutants.
The effects of selected single mutations on the activity of ScDAOCS have been demonstrated in various studies, and two observations were made. The C-terminal residues (i.e., N304, I305, R306, and R307) are close to the penicillin substrate. Thus, mutations at these sites would have a direct effect on enzyme catalysis through interactions with the substrate. In contrast, mutations at the V275 and C281 residues, which are not located at the catalytic site, would have indirect consequences. In the N304 complete library study, it was found that there were five different mutations that enhanced the catalytic activity of ScDAOCS (3). The specific activities of two of the five mutants, the N304R and N304K mutants, for ampicillin conversion were more than twofold greater than the specific activity of the wild-type enzyme, whereas the specific activities of the other mutants (N304A, N304L, and N304M) showed only modest increases (less than twofold). Since N304 of ScDAOCS has been thoroughly studied for beneficial amino acid substitutions, it is a good candidate for investigating the effects of combining such mutations on the catalytic activity of the enzyme and the molecular effects of the mutations on each other. Therefore, two types of mutation combinations were tested; N304X mutations (where X is alanine, leucine, methionine, lysine, or arginine) were combined with distal site mutations (V275I and C281Y), as well as a mutation at a site close to site 304 (R306L).
A comparative analysis of the V275I N304X and C281Y N304X double mutants with the corresponding single mutants revealed that the specific activities of the double mutants were higher than those of the corresponding single mutants for all the substrates tested. The trend observed was that the greatest increases in the conversion activities resulting from double mutations involved the single mutation that resulted in the greatest improvement (i.e., combination of C281Y with N304R or N304K). This suggests that combining relevant improved single mutants can have additive or synergistic effects on the resulting enzymatic capability.
In contrast, some of the N304X R306L mutants differed from the improved V275I N304X and C281Y N304X double mutants. For example, for ampicillin conversion, the relative activities of the N304K R306L (245%) and N304R R306L (256%) double mutants were lower than those of the corresponding single mutants, the N304K (270%) and N304R (346%) mutants. Only slight increases in the specific activity were observed for the N304A R306L (214%) and N304M R306L (194%) double mutants compared to the corresponding single mutants, the N304A (192%), N304M (120%), and R306L (186%) mutants. For phenethicillin conversion, the N304A R306L, N304K R306L, and N304M R306L mutants had higher relative activities than the corresponding single mutants, and for carbenicillin conversion, the N304A R306L, N304K R306L, and N304R R306L double mutants had higher relative activities than the corresponding single mutants. These results suggest that the N304L R306L double mutation was not an ideal combination as the activity of the N304L R306L double mutant for any of the three conversions was lower than that of the corresponding single mutants. Intriguingly, all N304X R306L double mutations were countereffective for penicillin G conversion, and the relative activities were similar to or lower than that of the wild-type enzyme. These results suggested the possibility that one mutation affects the environment of another mutation in close proximity, leading to undesirable effects.
Effects of V275I or C281Y with other C-terminal mutations.
Since improvement was obtained by combining the V275I or C281Y mutation with N304X mutations, it can be extrapolated that when V275I and C281Y are combined with other C-terminal mutations (namely, I305M, R306L, and R307L), similar outcomes should be observed. As expected, V275I-C terminus double mutants exhibited further improvement compared with the corresponding single mutants. Although the trend for most C281Y-C terminus double mutants was similar to the trend for the V275I-C terminus double mutants, the C281Y R306L double mutant did not show further improvement in the relative penicillin G conversion activity (191%) compared to the C281Y single mutant (251%). Nevertheless, these results supported the conclusion that the V275I and C281Y mutations increased the ScDAOCS activity when they were combined with other beneficial C-terminal mutations.
Determination of specific activities of wild-type and mutant ScDAOCSs by HPLC.
HPLC, a more sensitive and quantitative nonbiological method, was used to confirm the results obtained from bioassays for ampicillin conversion. The substrate (ampicillin) and product (cephalexin) could be discriminated by resolved retention times of 19 and 18 min, respectively (data not shown). The fact that the retention time of the converted product coincided with that of the cephalexin standard authenticated the identity of the product in the enzyme reactions. Furthermore, the chromatographic results demonstrated that only cephalexin was produced by the double-mutant ScDAOCSs (data not shown). These results were comparable to those obtained with bioassays (Table 3).
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TABLE 3. Specific activities and relative activities of wild-type and mutant ScDAOCSs for ampicillin conversion as determined by HPLC
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TABLE 4. Kinetic parameters of wild-type and mutant ScDAOCSs for ampicillin conversion
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10 (W297 and I298), and β15 (V303) strands (9, 22, 23). This hydrophobic cleft is postulated to be important for stabilizing the integrity of the iron(II) binding motif (H183 D185 H243). Hence, in the N304X R306L double mutants, the N304X mutations probably influence the environment of R306L and affect the integrity of this hydrophobic cleft. This, in turn, may destabilize the iron binding platform, leading to a lower turnover rate. In general, the kcat/Km values of all double-mutant ScDAOCSs were higher than that of the wild-type enzyme for ampicillin conversion. Four double mutants, C281Y N304R, C281Y I305M, V275I N304R, and C281Y N304K, showed the greatest improvement in the enzyme's catalytic efficiency (101-, 68-, 42-, and 42-fold increases, respectively). These kinetic data supported the hypothesis that the ring expansion activity of these double mutants is superior.
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Approaches such as homeologous recombination, random mutagenesis, and gene shuffling have been used to improve the catalytic properties of DAOCS for penicillin G conversion (1, 8, 12, 27). However, it is difficult to determine the exact mechanism that contributes to such enhancement. Since many studies have shown that modification of the C-terminal region of ScDAOCS is a promising route for enhancing the catalytic efficiency of this enzyme (2-4, 27), attempts were made in this study to further improve the substrate binding affinity of ScDAOCS by combinatory mutagenesis. Together with previous reports that suggested that I305, R306, and R307 are good mutation targets (2, 14, 27), we demonstrated the potential use of site-directed mutagenesis and three-dimensional modeling in reengineering DAOCS with improved catalytic properties. Consequently, the results provide insight into rational design of DAOCS for industrial application.
More than one mutation in an enzyme is generally required to alter its properties in a desirable way. When two mutations are combined in a single protein, there can be various effects (18, 28). The effects can be cumulative if the mutations are at distal sites (16, 20). For example, in crystallographic studies of double mutations in the gene V protein of bacteriophage f1, it was found that the coordinate shifts were greatest near the site of mutation and decreased with increasing distance (20). Very few changes were observed more than 10Å from each mutation site. Thus, the influence of each mutation on the structural changes in an enzyme seems to be distance dependent. When two mutation sites are far enough apart, the effects of the mutations are independent of each other. However, the precise effects of combining two mutations that are close together are still not well understood.
The bioassay results showed that N304X R306L double mutants, which had two mutations that were one amino acid apart (approximately 7.1Å), exhibited various effects on their specific activities compared to the corresponding single mutants for ampicillin, phenethicillin, and carbenicillin conversion. Surprisingly, the penicillin G conversion activities of N304X R306L double mutants were similar to or lower than that of wild-type ScDAOCS (Table 2). This is intriguing as the kinetic data showed that the results for ampicillin conversion were different and that the double mutants had lower Km values than the wild type and the corresponding single mutants. The key difference lies in the functional group of the penicillin side chain, where ampicillin has an amino group which is absent in penicillin G. However, it is still not clear how this difference resulted in the effect observed.
In a previous study, we showed that changing N304 to an aliphatic residue (leucine or alanine) or a basic charged residue (lysine or arginine) could improve the catalytic activity of the enzyme (3). Although both of the enzymes with a basic residue had higher relative activities than the enzymes with an aliphatic residue substitution (leucine or alanine), structural analyses did not suggest that there was any ionic interaction or hydrogen bonding between arginine (Fig. 3C) or lysine (Fig. 3D) residues and the penicillin substrate since the positively charged ends of both residues are facing away from the aromatic ring of ampicillin. Furthermore, studies have shown that perturbation of its pKa might occur when the arginine residue is buried in the hydrophobic catalytic core of an enzyme, leading to deprotonation of the guanidinium group at a lower pH (11). Hence, it could be the aliphatic side chains of both arginine and lysine residues that have hydrophobic interactions with the hydrophobic side chain of penicillin N analogues, leading to improved substrate binding affinity of the enzyme. Therefore, the decrease in the enzyme's Km after N304X mutation corroborates this plausible interaction between these amino acid residues and the penicillin substrates. This hypothesis was further supported by a computational prediction made using the LIGPLOT program, which suggested that there are hydrophobic interactions between the designated residues and the penicillin substrate (data not shown).
When N304X mutations were combined with V275I and C281Y mutations, which are 28 and 22 amino acids from position 304, respectively, further improvements compared to the corresponding single mutants were observed. The bioassay results showed that 1,180 and 1,309% increases in carbenicillin conversion were observed when the C281Y mutation was combined with the N304K and N304R mutations, respectively (Table 2). Increases were also observed when the C281Y mutation was combined with other C-terminal single mutations (I305M, R306L, and R307L). These results showed that the effects of the mutations are independent of each other and that an effect could be additive or synergistic. Therefore, this distance-dependent effect should be considered for rational engineering of DAOCS with desired properties. The results further supported the notion that the C281Y, N304K, N304R, and I305M mutations are good candidates for engineering ScDAOCS with improved substrate specificity and catalytic activity. We also demonstrated that some of the double mutants are more inclined to accept ampicillin than penicillin G, and thus, they could be exploited for efficient and cheaper industrial production of cephalexin. The results obtained present a good structural model for engineering effective ScDAOCS based on analytical principles.
Published ahead of print on 14 December 2007. ![]()
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