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Antimicrobial Agents and Chemotherapy, May 2005, p. 2035-2043, Vol. 49, No. 5
0066-4804/05/$08.00+0 doi:10.1128/AAC.49.5.2035-2043.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Daniel J. Knauss,2
Allison M. Balke,1
George Merkel,3
Anna Marie Skalka,3 and
William S. Reznikoff1*
Department of Biochemistry, University of WisconsinMadison, 433 Babcock Drive, Madison, Wisconsin 53706-1544,1 McArdle Laboratory for Cancer Research, Department of Oncology, University of WisconsinMadison, 1400 University Avenue, Madison, Wisconsin 53706-1599,2 Fox Chase Cancer Center, Institute for Cancer Research, 333 Cottman Avenue, Philadelphia, Pennsylvania 19111-24973
Received 9 August 2004/ Returned for modification 12 October 2004/ Accepted 29 December 2004
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Many compounds have been identified that inhibit IN in vitro. However, few have been identified that are both specific for IN and effective in cell culture (34). The lack of cocrystal structural information currently available to map critical IN-inhibitor contacts is one limiting factor in the identification of good drug candidates. This information would aid in the rational design or modification of known IN inhibitors to develop more effective therapeutic agents. To date, only partial IN structures have been solved (6, 7, 9, 18, 21, 22, 27, 28, 40, 42) and only two inhibitor classes, diketo and naphthalene derivatives, have been cocrystallized with members of the IN family (21, 27).
Due to these constraints, the Tn5 transposase (Tnp) may serve as an excellent surrogate model for IN. Tn5 Tnp is the most extensively structurally characterized member of the Tnp/IN superfamily of proteins (reviewed in references 4 and 13), and although these proteins have low amino acid sequence identity, they share a high degree of structural similarity (4, 7, 15, 18, 36, 40). The catalytic core of this superfamily exhibits an alpha-beta-alpha fold, where two sets of two alpha-helices flank a region of antiparallel beta sheet. Located within this region are three acidic amino acid residues, known as the DDE motif. These residues are responsible for the divalent metal coordination required for catalysis (15, 31). An overlay of Tnp and avian sarcoma virus IN crystal structures reveals that the spatial location of these residues within each protein's active site is surprisingly close, with a root mean square deviation of 0.55 Å (16).
The Tn5 system provides the only protein-DNA costructural information available for this superfamily, making Tn5 Tnp an attractive target for inhibitor development. Furthermore, the identification of compounds that cross-react between systems would suggest a similar mechanism of inhibition. Unfortunately, little data exist on inhibitor cross-reactivity between Tn5 Tnp and HIV-1 IN. Here, we have developed a high-throughput screen to identify compounds that inhibit Tn5 Tnp-DNA complex assembly, representing the first screen targeting this multimeric protein-DNA complex (16, 32, 36, 37, 41). Since formation of this complex precedes catalysis, inhibitors of this complex would thus inhibit the overall transposition process.
Using this approach, we screened a chemical library for inhibitors of Tn5 Tnp and identified compounds that inhibit both Tn5 Tnp and HIV IN in vitro. Several contain substructures found in known integrase inhibitors, and a few inhibit HIV-1 transduction in cells. These results therefore indicate that Tn5 Tnp can serve as a surrogate for HIV-1 IN. Our results suggest that similar surrogate approaches can be applied for other protein superfamilies, thus allowing one to use the simplest assays and best available structural data for inhibitor development.
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DNA substrates. The oligonucleotides were purchased high-performance liquid chromatography purified from Integrated DNA Technology. Double-stranded DNA (dsDNA) was formed by adding 2 µmoles of each oligonucleotide to 10 mM Tris-HCl, pH 7.9, and 10 mM NaCl. The oligonucleotides were either heated to 96°C for 1 minute followed by a decrease in temperature at 0.1°C/s to 4°C or heated to 90°C in a 2-liter water bath and cooled to 8°C overnight. The transferred strand was 5' end labeled with either rhodamine green for fluorescence polarization (FP) assays or fluorescein for gel shift assays.
The 19-bp DNA sequences used for FP assays were 5'-C TGT CTC TTA TAC ACA TCT-3' and its complement. The 40-bp DNA sequences used for the gel shift assays during assay development were 5'-C TGT CTC TTA TAC ACA TCT TGA GTG AGT GAG CAT GCA TGT-3' and its complement. The 60-bp DNA sequences used for verification of inhibition were 5'-GGC CAC GAC ACG CTC CCG CGC TGT CTC TTA TAC ACA TCT TGA GTG AGT GAG CAT GCA TGT-3' and its complement.
Tnp and IN purification. The EK54, MA56, and LP372 hyperactive mutant versions of Tnp were used for all assays and are referred to as Tnp throughout this work. Tnp and IN proteins were purified as described previously (3, 38).
Viruses and cell lines. 293T cells were obtained from the American Type Culture Collection. Ghost-R5 (30) cells were obtained from the NIH AIDS Reagent Repository. HIV-1 single-cycle reporter viruses were produced by cotransfection of 293T cells with pNL4-3.Luc.R-E- (12, 26) and HIV-1 Env expression vector pSV7d-JR.FL (17).
FP and gel-shift assays. Reactions were performed as described previously (3), except 800 nM Tnp and 160 nM dsDNA were used for complex formation. For FP analysis, 60-µl reaction mixtures were analyzed using the FP protocol on a Wallac Victor V plate reader, and a 7% native polyacrylamide gel was used in gel shift assays. For compound screening and subsequent analysis, 1 µl of either dimethyl sulfoxide (DMSO) or test compound (final concentration, 80 µM) was added to the synapsis reaction mixtures. Compound screening was carried out using a Beckman Coulter Biomek FX in a 384-well format. Compounds identified as hits were rescreened using gel shift assays under synapsis conditions with a 120 µM compound concentration. Fifty percent inhibitory concentration (IC50) values were obtained by fitting inhibitor titration data (0, 0.01, 0.05, 0.1, 0.5, 2.5, 10, 20, 35, 50, 100, 200, 400, and 800 µM) to an exponential decay.
Inhibition of the restriction enzyme BsmAI was analyzed to determine compound specificity. Reactions were carried out in 2x NEB buffer 3 with 160 nM dsDNA, 10 units of BsmAI (New England Biolabs), and 120 µM lead compound. Reaction mixtures were incubated at 55°C for 1 hour followed by a 20-min 80°C heat inactivation step prior to gel electrophoresis. Samples were loaded onto a 9% native polyacrylamide gel and run at 300 V for 2.5 h. Gels were subsequently imaged and quantitated as described for the synapsis assays.
HIV-1 IN assay. HIV-1 integrase activity was measured as described previously (14), except that 1.0 µl of either DMSO or inhibitor was added to the reaction mixtures. Briefly, HIV-1 IN (1 µM final concentration) was preincubated with various concentrations of inhibitor at 30°C for 30 min. A 21-base pair 32P-labeled substrate (106 dpm), representing the U5 end of the viral genome, and MnCl2 (10 mM final concentration) were subsequently added to the reaction mixture. The reaction proceeded for 15 min at 37°C. The reactions were subsequently quenched using EDTA (10 mM final concentration), and the products were separated on a 20% denaturing polyacrylamide gel.
HIV-1 transduction assay and inhibitory screen. Ten thousand Ghost-R5 cells per well were plated in a 384-well plate in 49 µl of medium. Eighteen hours after plating, 1 µl of inhibitory compound, dissolved in DMSO, was added and gently mixed into the solution. Following a 1-h 37°C incubation, HIV-1 virions were added in a final infectious volume of 100 µl. Forty-four to 48 h after infection, 87 µl of medium was removed from each well, and 13 µl/well of Bright-Glo luciferase detection reagent (Promega) was added. After a 2-min incubation, the plates were read on a multiwell plate luminometer.
Cytotoxicity assay. Cytotoxicity assays were performed exactly as the infection assay described above, except medium without virus was added following compound addition and Cell Titer Glo (Promega) viability reagent was added in place of Bright-Glo.
Quantitative real-time PCR of reverse transcripts, detection of transduction in newly infected cells, and effect of compounds on established provirus expression in stably infected cells. Ten thousand Ghost-R5 cells were plated in 96-well dishes, treated with compound in a total volume of 75 µl, and incubated at 37°C for 1 h. Virus was then added in an additional volume of 25 µl. The final infectious volume was 100 µl, the final DMSO concentration was 1%, and the final compound concentration was as indicated. DNA was harvested using the DNeasy kit (QIAGEN) 24 h after infection in the constant presence of inhibitory compounds. Late DNA products of HIV reverse transcription were quantitated using the primers MH531 and MH532 and the probe LTR-P, as described previously (8).
In parallel, cells infected with virus and compound were assayed for luciferase expression by the addition of 100 µl of Bright-Glo reagent, as described above. In this way, the effect of the inhibitory compounds on luciferase expression brought about by successful transduction was measured in the constant presence of the compounds.
To assess the potential effects of the inhibitory compounds on postintegration events such as transcription, translation, and luciferase enzyme stability and activity, Ghost-R5 cells stably infected several weeks earlier with the same virus preparation were incubated with inhibitory compound in 96-well dishes and luciferase activity was monitored 48 h later by the addition of 100 µl of Bright-Glo reagent to each well, as described above.
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Comparison of the data obtained using either FP or gel shift assays to monitor Tnp-DNA binding interactions during synapsis reveals that the two assays are in good agreement with one another (Fig. 1). In these experiments, increasing concentrations of an unlabeled DNA were added to the reaction mixture to serve as a competitive inhibitor to Tnp-labeled DNA interactions. These experiments reveal that in each assay the unlabeled DNA reduces the fraction of labeled DNA bound by Tnp within the same concentration range. The observed IC50 values are 2.6 ± 0.2 µM and 5.1 ± 0.4 µM for data obtained from the FP and gel shift assays, respectively.
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FIG. 1. Comparison of FP and gel shift synapsis assays. FP is a good measurement of the amount of synaptic complexes being formed. Increasing concentrations of unlabeled DNA (0.001, 0.005, 0.01, 0.05, 0.1, 0.5, 1, 2, 5, 8, 10, 20, 50 µM) were used as competitive inhibitors for synaptic complex formation using 160 nM fluorescently labeled DNA and 800 nM Tnp. FP data (bottom) were compared to data obtained using gel shift assays (top). Bands labeled hetero DNA-Tnp represent two dsDNA molecules, one fluorescently labeled and one unlabeled. The lane labeled "no comp." does not contain any unlabeled competitor DNA. IC50 values were obtained from fitting these data to an exponential decay and determining the concentration of unlabeled DNA that reduced the amount of fluorescently labeled DNA by one half. IC50 values for FP and gel shift assays are 2.6 ± 0.2 µM and 5.1 ± 0.4 µM, respectively, suggesting that FP is a good measurement of the degree of synaptic complex formation. These data were obtained from multiple experiments. Each data point represents the results from at least two, typically three, independent experiments. Error is represented as the standard deviation from the fit of the data to the equation used to calculate the IC50. mP, millipolarization units.
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FIG. 2. Verification of Tn5 Tnp inhibition using gel shift assays. In this example, an aromatic thiourea is shown to be a modest inhibitor of Tnp-DNA complex assembly with an IC50 of 24 µM. These values are reported in Fig. 3. The gel shift illustrates compound inhibition of Tnp-DNA complexes in a typical assay and is representative of the data collected for the graph, which was used to calculate an IC50 for the inhibitor. The gel shifts observed at low and high inhibitor concentrations are identical to the ones observed for the DMSO only and no-Tnp control reactions, respectively. The data in this graph were obtained from multiple experiments. Each data point represents the results from at least two, typically three, independent experiments. Error is represented as the standard deviation from the fit of the data to the equation used to calculate the IC50.
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FIG. 3. Twenty compounds are identified that inhibit Tn5 Tnp-DNA assembly. Several substructures consisting of coumarin, benzoic acid, and cinnamoyl derivatives were identified within this group. The IC50 values for these compounds range from 3.4 to 46 µM. IC50 values were determined from gel shift assays, similar to those shown in Fig. 2. These data were obtained from multiple experiments. Each value represents the results from at least two, typically three, independent experiments. Error is represented as the standard deviation from the fit of the data to the equation used to calculate the IC50.
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FIG. 4. A large coumarin dimer inhibits IN activity with an IC50 of 15 µM. IC50s were determined by measuring the degree of 3' strand processing that occurs with increasing concentrations of inhibitor (0, 0.05, 0.5, 5, 25, 50, 75, 100, 150, 250, 375, or 500 µM) added to the IN reactions, as described in the Materials and Methods. The degree of 3' strand processing is measured by the percentage of the signal obtained for the 3' strand processing product relative to the total signal per lane. These values are reported in Fig. 5.
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FIG. 5. Six compounds consisting of a biothionol and coumarin and cinnamoyl derivatives inhibit HIV-1 IN activity. The IC50 values for these compounds range from 9 to 32 µM. These values are calculated from data measuring the percentage of the 3' strand processing product formed, as described in the legend to Fig. 4. Assay products are observed using polyacrylamide gel electrophoresis, as described in Materials and Methods. Each value represents the results from at least two, typically three, independent experiments. Error is represented as the standard deviation from the fit of the data to the equation used to calculate the IC50.
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TABLE 1. Relationship between structure and activity for several related compounds reveals two regions that impact cytotoxicity and HIV integration in cellsa
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FIG. 6. Inhibitory compounds block HIV-1 transduction in cells at a point in the viral life cycle consistent with inhibition of integration. The inhibitory compounds were simultaneously assayed for their effects on reverse transcription, transduction, gross cell viability, and expression of a stably integrated luciferase-encoding provirus. A quantitative PCR assay was used to monitor effects of the compounds on reverse transcription in acutely infected cells. The compounds were also measured in parallel for their effects on general cell viability and for their effects on expression of luciferase encoded from proviral DNA in chronically infected cells, as described in Materials and Methods. The results demonstrated that compounds 10, 10-B, and 10-F have no significant inhibitory effect on either reverse transcription (or any earlier step in the viral life cycle), cell viability, or luciferase expression. Reactions were performed in triplicate using 75 µM concentrations of each inhibitor.
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These compounds were originally identified as inhibitors of Tnp complex assembly and are likely inhibiting IN-DNA interactions as well, providing some of the first evidence that both coumarins and cinnamoyl IN inhibitors target this step of the integration mechanism. It has been suggested that IN inhibitors, which target complex assembly, are undesirable because several compounds found to inhibit IN-DNA interactions were shown to be ineffective at inhibiting viral preintegration complexes (20). However, we identified three compounds that inhibit IN in vitro which also inhibit Tnp assembly and HIV-1 infection in cells at a point in the viral life cycle consistent with inhibition of integration (compounds 10, 10-B, and 10-F).
These compounds contain a cinnamoyl moiety attached to a central pyrrole. This cinnamoyl lacks the pharmacophoric aromatic ring hydroxlyations previously described for cinnamoyl inhibitors (1, 8). These previously reported nonhydroxylated cinnamoyls inhibit IN with IC50s in the low micromolar range, which approaches the concentration of Tnp and IN in our in vitro assays, 0.8 and 1.0 µM, respectively. Thus, although these IC50 values appear modest, even a very potent inhibitor would not inhibit at a much lower concentration in our assays, since inhibition at stoichiometric levels would occur in the low µM range. This is best illustrated by the fact that cold unlabeled DNA, which serves as a competitive inhibitor, exhibits an IC50 of 5.1 µM in our gel shift assay.
Disruption of the cinnamoyl moiety through the removal of the ethylene group (Table 1, compound 10-A) increases cytotoxicity and impedes its efficacy as an IN inhibitor, suggesting that this moiety is important for inhibition. Interestingly, two reactive groups, a ketone and an adjacent enol, form a diketo-like motif within the central pyrrole. This is reminiscent of the diketo moiety found in diketo acids, another extensively described class of IN inhibitors (24). This diketo-like motif is also found in 5ClTEP. In fact, the 5ClTEP IN cocrystal structure revealed that this moiety forms a hydrogen bond with E152 of the IN DDE motif (21). Thus, the activity we observe could stem, in part, from this diketo-like moiety.
However, it is likely that neither the cinnamoyl nor the central pyrrole is the exclusive pharmacophore for these compounds because two additional groups attached to the central pyrrole also have an impact on inhibition (Table 1). Furthermore, it is worth noting that compound 10-F partially inhibits BsmAI activity (data not shown), suggesting that although this compound appears to inhibit HIV transduction, it may lack the desired specificity, a phenomenon previously reported for some cinnamoyl derivatives (35). Future studies should therefore involve the identification of related structures that enhance inhibition and specificity without increasing toxicity.
Additionally, we measured compound efficacy against in vivo Tn5 transposition and determined that none of these compounds had a significant inhibitory effect on transposition in vivo (data not shown). This may stem from poor uptake of these compounds in a bacterial cell culture, and further analysis of inhibition of in vivo transposition should aim at improving the delivery of these compounds into bacteria.
In addition, we found several compounds that appear to represent novel inhibitor classes for this superfamily. Five thiazol derivatives (compounds 5, 11, 14, 18, and 19) were identified as Tnp inhibitors, two of which inhibit both Tn5 Tnp and HIV-1 IN (compounds 14 and 18). It is noteworthy that the keto group, in combination with the benzene ring and linker, forms a cinnamoyl variant in four of the five thiazol derivatives (compound 5) (Fig. 3). For three of these compounds (compounds 5, 11, and 14) the cinnamoyl is trapped in a configuration not previously reported for IN inhibitors, so it remains unclear whether this moiety is the functioning pharmacophore in these compounds. In addition, several benzoic acids were identified as Tn5 Tnp inhibitors (compounds 8, 15, 16, 17, and 20). The similarity between the aromatic diketo acid IN inhibitors and these benzoic acid Tn5 Tnp inhibitors suggests that this moiety is potentially a pharmacophore in this group.
Several coumarin dimers, one of the most extensively described classes of IN inhibitors, were also identified in this screen. The IC50 values we report are, in fact, surprisingly close to those previously reported for similar coumarin derivatives (29, 43). Our results provide the first evidence that coumarins inhibit Tn5 Tnp, indicating that coumarins are interacting with a conserved region of these proteins. Both this work and previous reports find that potent IN inhibition is limited to coumarins containing large moieties attached to the phenyl linker (43). However, all five coumarins identified in this screen inhibit Tn5 Tnp at the same approximate concentration, suggesting that the coumarin dimer interacts with a region conserved in both proteins and that the moieties attached to the phenyl linker may interact with a nonconserved region of HIV-1 IN. Modeling coumarin binding using this information could further aid in deciphering the nature of these interactions and in developing more effective coumarin derivatives that specifically inhibit a diverse range of related drug targets.
Our work thus illustrates that Tn5 is suited as a model for the development of therapeutic agents against HIV-1. Approaches have been reported for both HIV-1 reverse transcription and virus-induced translational frameshifting utilizing components of HIV-1 in alternate systems (23, 33). To identify novel HIV-1 reverse transcription inhibitors, a hybrid Ty1/HIV-1 element was generated, replacing the Ty1 reverse transcription region with that of HIV-1 for use in an inhibitor screen, whereas to study HIV-1-induced translational frameshifting, the HIV-1 1 frameshift signal was introduced as a transgene in Saccharomyces cerevisiae. Both assays serve to aid in identifying and characterizing inhibitors by targeting pieces of HIV-1 in alternate systems, and it is our hope that our approach utilizing a surrogate protein will serve to harness the power of the Tn5 structural data for the development of improved therapeutics for an alternate step in the viral life cycle.
In conclusion, the success of using Tn5 transposase as a surrogate for finding HIV-1 inhibitors suggests that similar surrogates can be used for other protein superfamilies. This would facilitate the use of simpler screens and the use of the best available structural data for inhibitor screening and development. This also alerts one to the possibility of undesirable cross activity with other members of the same superfamily of proteins. In this case, such cross-reactivity could occur with the RAG proteins. These proteins are involved in DNA cleavage during immunoglobulin gene formation and have a catalytic mechanism and, presumably, structure similar to both transposase and retroviral integrases (39).
This work was supported by NIH grants GM 50692, AI 40385, and CA 71515 and by an appropriation from the Commonwealth of Pennsylvania.
Present address: Hubrecht Laboratory, Uppsalalaan 8, 3584 CT, Utrecht, The Netherlands. ![]()
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