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Antimicrobial Agents and Chemotherapy, December 2008, p. 4356-4369, Vol. 52, No. 12
0066-4804/08/$08.00+0 doi:10.1128/AAC.00444-08
Copyright © 2008, American Society for Microbiology. All Rights Reserved.
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Roche Palo Alto LLC, Palo Alto, California,1 Hoffman-La Roche, Basel, Switzerland2
Received 3 April 2008/ Returned for modification 2 June 2008/ Accepted 26 September 2008
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) in combination with ribavirin for chronic HCV infection treatment (10, 14, 16) results in a 37 to 50% sustained viral response in patients infected with HCV genotype 1 (GT-1) (15). This suboptimal sustained viral response, combined with the high prevalence of undesirable side effects, has prompted focused efforts to develop specifically targeted antiviral therapies for HCV infections. The HCV NS5B RNA-dependent RNA polymerase (RdRp) is a critical enzyme for viral RNA replication and presents an attractive therapeutic target. Specific inhibitors for the HCV polymerase, including nucleoside analog inhibitors (7, 14, 21, 22, 30) and nonnucleoside analog inhibitors (2-6, 8, 11, 17, 18, 19, 47), have been generated, and some have entered clinical development. Specific nucleoside inhibitors having the 2' and/or 4' modification, including 2'-C-methylcytidine (NM107) (36, 37), 2'-C-methyladenosine (30), 2'-C-methylguanosine (30), 2'-C-methyl-7-deaza-adenosine (MK-0608) (35), 4'-azidocytidine (R1479) (22), 2'-deoxy-2'-β-fluoro-4'-azidocytidine (RO-0622), and 2'-deoxy-2'-β-hydroxy-4'-azidocytidine (RO-9187) (21), have shown specific inhibition of HCV replication in vitro. Moreover, a number of these nucleoside analog inhibitors, including R1626 (prodrug of R1479) (40, 42), NM283 (prodrug of NM107) (1), and MK-0608 (34), have demonstrated clinical efficacy for HCV-infected patients or for HCV-infected chimpanzees.
β-D-2'-Deoxy-2'-fluoro-2'-C-methylcytidine (PSI-6130) (32, 44) is a potent nucleoside analog inhibitor of the HCV NS5B polymerase. R7128, a prodrug of PSI-6130, has demonstrated efficacy in a phase 1b clinical study, with a mean HCV RNA reduction of 2.7 log10 IU/ml when administered at 1,500 mg twice daily for 2 weeks to treatment-experienced patients infected with HCV GT-1a or GT-1b (41). In combination with poyethylene glycol-IFN/ribavirin, administration of R7128 at 1,500 mg twice daily demonstrated a decline of 5.12 log10 IU/ml in HCV RNA levels, correlating with an 85% rapid virologic response (reduction to less than 15 IU/ml). PSI-6130 inhibits the replication of HCV through formation of its 5' triphosphate form, which functions as an alternative substrate for the viral polymerase, competitively inhibiting viral RNA synthesis by preventing further extension after incorporation (44). In similarity to natural nucleotides and other nucleoside analog inhibitors, PSI-6130 undergoes uptake by the cells and phosphorylation to the 5' triphosphate derivative (32). A recent study characterizing the metabolic activation of PSI-6130 in human primary hepatocytes identified a novel UTP metabolite that displayed inhibitory activity against the NS5B polymerase in vitro, indicating that PSI-6130 is metabolized into two pharmacologically active species in the cells (28).
An early understanding of the nature of resistant HCV variants likely to emerge under conditions of drug treatment may allow improved drug design and, ultimately, the selection of inhibitors with unique resistance profiles to be used in the clinic in combination treatment regimens of greater efficacy. Nucleoside analog inhibitors with 2'-C-methyl modification, including 2'-C-methylcytidine (NM107), 2'-C-methyl-7'-deaza-adenosine (MK-0608), and 2'-C-methyladenosine, were shown to select for the S282T substitution in the active site of the polymerase in HCV replicon studies (23, 30, 34, 35). Confirming the replicon study results, the S282T substitution emerged in HCV-infected chimpanzees that were treated with MK-0608 (34). In the replicon studies, the mutation conferred a significant loss of sensitivity to these inhibitors that ranged from approximately 20- to over 100-fold, depending on the particular analog (30). PSI-6130 has both a 2'-fluoro and a 2'-C-methyl modification on the ribose sugar moiety (Fig. 1), thus differing from other modified nucleoside analogs which have only the 2'-C-methyl modification. The additional modification may alter the molecular interactions between PSI-6130 and the wild type (WT) as well as the polymerase with the S282T substitution. The S282T substitution mediated only a moderate loss of activity for PSI-6130 (32), suggesting that PSI-6130 may have a different resistance profile compared to those of the other 2'-C-methyl-modified nucleoside analogs. The in vitro resistance profile emerging in the NS5B polymerase under selection with PSI-6130 has not been previously studied. Our goals were to examine the emerging amino acid substitutions following the treatment of replicon cells with PSI-6130 and to characterize the contribution of these mutations in conferring resistance to the compound.
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FIG. 1. Chemical structures of HCV inhibitors used in the study. PSI-6130, β-D-2'-deoxy-2'-fluoro-2'-C-methylcytidine; R7128, PSI-6130 prodrug; RO2433, PSI-6130 uridine metabolite; NM107, 2'-C-methylcytidine; R1479, 4'-azidocytidine; NNI-1, thiophene-2 caboxylic acid.
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-2a (Roferon) was prepared at Hoffmann-La Roche (Basel, Switzerland). PSI-6130-TP, RO2433-TP, and NM107-TP were synthesized by TriLink BioTechnologies. 3'-Deoxycytidine-5'-triphosphate (3'-dCTP) was purchased from TriLink BioTechnologies (San Diego, CA). Cell lines. Cured or Lunet Huh7 cells (obtained from R. Bartenschlager) were cultured at 37°C in a humidified atmosphere with 5% CO2 in Dulbecco's modified Eagle medium supplemented with Glutamax and 100 mg/ml sodium pyruvate. The medium was further supplemented with 10% (vol/vol) heat-inactivated fetal bovine serum and 1% (vol/vol) penicillin-streptomycin. All reagents were from Invitrogen (Carlsbad, CA).
The subgenomic replicon cell lines harboring stable WT GT-1b Con1 (2209-23) or WT GT-1a (pRLucH771b75S/I) were maintained under the same conditions as described above, with the addition of 0.5 mg/ml G418 (Geneticin; Invitrogen) (26, 43). The replicons in these cells express the Renilla luciferase as a reporter gene. All replicon cell lines in this study were maintained at subconfluence to ensure constant levels of replicon RNA (38, 39).
Determination of replicon inhibitory activity by use of the transient Firefly luciferase replicon, the stable Renilla replicon, and the stable qPCR assays. Assays were performed as previously described (22, 23). Briefly, cells harboring replicons were treated with inhibitors for 72 h, and Firefly luciferase reporter signal, Renilla luciferase reporter signal, or replicon RNA levels were measured in the transient assay, the stable Renilla replicon assay, or the quantitative PCR (qPCR) assay, respectively.
The replication capacity in the transient assay was determined at 96 h following transfection, standardized to the 4-h luciferase signal following transfection, and in turn normalized against the WT replication levels. The lower limit for replication giving reliable 50% effective concentration (EC50) results was determined to be at an approximate signal-to-background ratio of 10 at 96 h following transfection.
Compound cytotoxicity was determined by using the WST-1 assay as described previously (23). Protein-adjusted shift results were determined by using the qPCR assay and cells cultured with the inhibitors in the presence of 40% (vol/vol) human serum (Serological Corporation, Toronto, Canada) (23).
Site-directed mutagenesis. Mutations were introduced in the NS5B coding region of the transient subgenomic GT-1b replicon expressing the Firefly luciferase reporter gene by using either a QuikChange I or a QuikChange II site-directed mutagenesis kit and following the procedures of the manufacturer (Stratagene, La Jolla, CA). All introduced mutations were confirmed by double-strand DNA sequencing.
Generation of transient GT-1b and GT-1a shuttle replicons. HCV subgenomic GT-1b and GT-1a shuttle replicons used in the transient replicon assay were prepared by adapting the repPI-luc/ET (obtained from R. Bartenschlager), by replacing the pBR322 backbone with the pUC18, and by including two restriction sites flanking the 5' (AsiSI) and the 3' (RsrII or SacII) ends of the NS5B gene. The transient replicon containing the GT-1a H77 sequence was adapted from the GT-1b transient replicon by replacing the nonstructural region of the Con1 strain with the sequence of the H77 strain (except the first 75 amino acids of NS3 of the Con1 origin that remained). For better replication efficiency, three adaptive mutations were introduced (48).
Generation of NS5B clinical isolates in the transient replicon. HCV RNA was extracted from the plasma of treatment-naïve GT-1a or GT-1b HCV-infected patients. The NS5B polymerase genes were reverse transcribed and amplified using primers that contained the restriction site sequences for AsiSI in the 5' end and RsrII or SacII in the 3' end of the NS5B gene. After restriction enzyme digestion, GT-1b-amplified products were cloned into the GT-1b shuttle replicon vector and GT-1a-amplified products were cloned into the GT-1a shuttle replicon vector. Ninety-six individual colonies were pooled for each clinical isolate. In vitro-transcribed RNA was then prepared using RiboMAX T7 Express (Promega, Madison, WI).
Replicon clearance assay. Cells were cultured as previously described (23), with some modifications. HCV replicon cells were cultured with 10x the respective EC50 of PSI-6130, NM107, or NNI-1 in the absence of neomycin selection for 29 days (replicon clearance phase). Cells were passaged at a 1:3 ratio when confluent, and samples were taken for determination of replicon RNA levels. After 29 days, the inhibitor was removed and cells were cultured for a further 14 days in culture medium containing 0.25 mg of G418/ml. Levels of HCV RNA were determined by using the qPCR assay and were expressed as log RNA change compared to the HCV RNA level seen with untreated cells at day 0.
Long-term selection of drug-resistant replicon variants. For the selection of replicon variants resistant to PSI-6130 or the prodrug R7128, cells harboring the WT GT-1b replicon were plated in the presence of increasing concentrations of the inhibitor. A sample without compound and a sample selected with NM107 were set up in parallel as controls. Culture medium was changed every 3 to 4 days, and/or cells were passaged at a 1:5 dilution upon reaching 95% confluence. Generally, the inhibitor concentrations were increased as follows: between 2.5 and 5 µM, at intervals of 0.5 µM; from 5 and 10 µM, at intervals of 1 µM; between 10 and 20 µM, at intervals of 2 to 4 µM; and from 20 and 50 µM, at intervals of 5 µM. Above 50 µM, the concentration was increased at intervals of 10 µM. In certain instances when excessive cell death was observed, the compound concentration was temporarily reduced to allow recovery and cell growth. Once growth resumed, the concentration of the compound was increased. Selected cells were tested for sensitivity to PSI-6130 or R7128 at several time points by using the qPCR assay, and the NS5B coding sequence was examined. cDNAs were prepared by using SuperScript III One-Step reverse transcription-PCR (Invitrogen, Carlsbad, CA). Clonal sequencing analysis of NS5B was carried out by cloning the NS5B coding sequences into a TOPO-TA vector (Invitrogen) and analyzing individual clones. Sequencing spanning the entire NS5B coding region was performed on either pooled populations or individual clones by using primers covering both strands. Sequencing was performed using an ABI 3730 xl DNA analyzer, and sequences were analyzed using VNTI software (Invitrogen).
HCV polymerase assay. The inhibition potency of compounds with respect to the RdRp activity of recombinant NS5B570-BK, NS5B570-Con1, and NS5B570-H77 proteins was determined by measuring the incorporation of radiolabeled NMP into acid-insoluble RNA products by use of a complement strand of internal ribosomal entry site (cIRES) RNA template, as previously described (23), with some modifications. Briefly, 50% inhibitory concentration (IC50) determinations were carried out using 200 nM in vitro-transcribed cIRES RNA template, 1 µCi of tritiated UTP (42 Ci/mmol), 500 µM ATP, 500 µM GTP, 1 µM CTP, 1x TMDN buffer (40 mM Tris-HCl [pH 8.0], 4 mM MgCl2, 4 mM dithiothreitol, 40 mM NaCl), and 200 nM enzyme. The inhibition potency of compounds with respect to the RdRp activity of NS5B570-S282T-Con1 was determined under GT-1b assay conditions as previously described (22). NS5B570-BK and NS5B570-Con1 enzymes were used as controls. The final reaction volume was 50 µl under all assay conditions. All reactions contained a final 10% dimethyl sulfoxide. Km and Ki values were measured as described previously (23).
HCV replicase complex assay. In vitro replicase assays using purified membrane fractions from stable HCV replicon cells were performed as previously described (29).
Compound crystallography. Suitable crystals of NM107 and PSI-6130 were obtained by evaporation of a saturated solution with methanol as the solvent. Crystals were mounted in loops and cooled to 89°K in a nitrogen stream. Diffraction data were collected using a Swiss light source (beamline X10SA) and a MAR CCD225 detector with synchrotron radiation (0.70 Å), and data were processed with XDS software. The crystal structures were solved and refined with SheIXTL (Bruker AXS, Karlsruhe, Germany).
CCDC 671178 and 675351, deposited with the Cambridge Crystallographic Data Centre, contain supplementary crystallographic data for this paper. These data can be obtained free of charge via http://www.ccdc.cam.ac.uk/cgi-bin/catreq.cgi, by emailing data_request@ccdc.cam.ac.uk, or by contacting The Cambridge Crystallographic Data Centre, 12, Union Road, Cambridge CB2 1EZ, United Kingdom (fax, 44 1223 336033).
Nucleotide sequence accession numbers. The novel NS5B sequences described in this work have been deposited in GenBank and are provided as the supplemental material. The GenBank accession numbers are FJ217353 to FJ217356.
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Using a cell line harboring a stable GT-1b (Con1 strain) subgenomic replicon expressing the Renilla luciferase and a transient (Con1) replicon system containing the Firefly reporter gene, PSI-6130 inhibited GT-1b subgenomic RNA replication with equivalent EC50 values in both replicon systems when measured by either kinetic qPCR or luciferase reporter expression levels (Table 1). The prodrug R7128, developed to improve in vivo pharmacokinetic properties, also demonstrated potent inhibition of the stable and transient replicons with EC50 values similar to those of PSI-6130, which is consistent with the presence of esterases in serum-containing culture media. Both PSI-6130 and R7128 inhibited HCV GT-1b (Con1 strain) and GT-1a (H77 strain) subgenomic RNA replication, with similar levels of potency (mean EC50 values, 0.51 and 0.30 µM, respectively; Table 1). The antiviral potency measurements obtained for the nucleoside analogs tested were independent of the method used for HCV replication quantification (quantitative reverse transcription-PCR or luciferase reporter gene quantification) and were similar when determined using stable or transient HCV replicon systems (Table 1).
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TABLE 1. PSI-6130 is a potent inhibitor of the GT-1b and GT-1a HCV replicona
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The inhibitory activity of PSI-6130 was evaluated using a panel of transient replicons containing the NS5B coding region derived from clinical isolates of treatment-naïve HCV-infected patients (Fig. 2). The mean EC50 values obtained for five GT-1b clinical isolates ranged from 0.60 to 1.41 µM (Fig. 2) and were comparable to the values obtained for the Con1 reference strain replicon (mean EC50 = 0.51 µM; Table 1). The mean EC50 values obtained for 16 GT-1a clinical isolates ranged from 0.20 to 0.43 µM and were comparable to the values obtained for the reference H77 strain replicon (mean EC50 = 0.30 µM; Table 1).
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FIG. 2. PSI-6130 exhibits potent activity against GT-1b and GT-1a NS5B clinical isolates. The inhibitory activity of PSI-6130 was evaluated using a panel of transient replicons containing the NS5B coding region derived from clinical isolates of treatment-naïve HCV GT-1a- or GT-1b-infected patients. After the amplified NS5B region was cloned from a patient serum into the corresponding genotype transient shuttle replicon, 96 individual molecular clones were pooled for each clinical isolate to mimic the natural polymorphism in the patient. The activity of PSI-6130 was assessed using the HCV transient replicon assay.
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TABLE 2. PSI-6130-TP is a potent inhibitor of GT-1a and GT-1b recombinant HCV NS5B polymerasesa
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5x the EC50) and over short-term periods (less than 4 weeks) resulted in the clearance of the replicon and an inability to generate viable cells containing resistant variants (data not shown). To enhance the possibility of obtaining resistant variants, a replicon clearance assay was employed wherein the selection process was modified by separating the treatment with the inhibitor from the selection with G418, as previously described (23). In the first phase (the clearance phase) (Fig. 3), the cells were incubated in the presence of 10 times the EC50 of PSI-6130, NM107, or NNI-1 (Fig. 1) without the presence of G418 for a period of 29 days. In the second phase (rebound phase), the inhibitors were removed and the cells were cultured in the presence of G418 for a period of 14 days. As controls, cells were treated separately with either NM107 or NNI-1 (Fig. 1 and 3) as a nucleoside analog or as a nonnucleoside inhibitor, respectively.
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FIG. 3. PSI-6130 and NM107 clear the HCV replicon. Cells harboring the stable HCV replicon were treated with 10x the EC50 of PSI-6130, NM107, or NNI-1 in the absence of G418 for 29 days (clearance phase). The inhibitors were then removed, and G418 was added for 14 days (rebound phase). HCV replicon levels were monitored using qPCR during the clearance and rebound phases.
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Long-term selection of replicon cells with PSI-6130 and generation of replicons with reduced sensitivity to the compound. The inability to generate replicon variants resistant to PSI-6130 due to replicon clearance, as described above, prompted the use of a long-term culture approach. Cells harboring a GT-1b stable replicon were cultured over several months, with small increments in concentrations of PSI-6130 in the presence of the G418 selection reagent. In certain instances when excessive cell death occurred under conditions of selection, the concentration of PSI-6130 was reduced to encourage cell growth. Untreated replicon cells as well as cells treated with NM107 were cultured in parallel as controls. The sensitivity of the cells to PSI-6130 under conditions of selection was determined at frequent intervals, and the NS5B coding sequence was determined to examine the presence of amino acid substitutions (Table 3).
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TABLE 3. Amino acid substitutions and phenotypic changes observed in the resistance selection with PSI-6130 and R7128 in replicon cells
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Two additional selection experiments were performed, one with PSI-6130 (set 2) and one with the prodrug R7128 (set 3) (Table 3). Similar patterns were observed in these two selection experiments; population sequencing revealed that mutations accumulated in the NS5B coding region under conditions of PSI-6130 treatment. In selection set 2, mutations I239L, I239V, S282T, A396G, and V485L were observed. In selection set 3, mutations K72M, S282T, and L564M were detected (Table 3). In similarity to the results seen with set 1, some mutations emerged and persisted until the end of treatment and others were transient (e.g., V485L and L564M; Table 3).
The S282T mutation, a substitution known to confer resistance to 2'-C-methyl-substituted nucleoside analogs, emerged in all three selection experiments, and it was accompanied by various other mutations. Generally, the emergence of the S282T substitution occurred after long-term passaging for more than 20 cell passages and the use of concentrations of PSI-6130 greater than 30 µM. For example, in selection set 1, the S282T mutation was first observed as a mix of threonine and WT serine at passage 24 under conditions of treatment with 45 µM PSI-6130 (data not shown), followed by a complete conversion to threonine at subsequent passages under conditions of treatment with 50 µM PSI-6130 (Table 3). Similar transitions were also observed in selection sets 2 and 3.
After several cell passages, the cells that were treated with NM107 exhibited a reduction in sensitivity to both PSI-6130 and NM107 accompanied by the emergence of the S282T substitution without additional substitutions being observed (data not shown).
Characterization of the S282T amino acid substitution observed in the PSI-6130-selected cells. The S282T mutation was introduced into the replicon by site-directed mutagenesis and was tested in the transient replicon assay system. We observed that the S282T mutation reduced the replication capacity to 15% of the WT replication levels (Fig. 4), in agreement with previous observations (23, 30). We also observed that the S282T mutation conferred a moderate reduction in sensitivity to PSI-6130 and R7128. There was a three- to fourfold loss of sensitivity to PSI-6130 and R7128 compared to the results seen with WT replicons (Fig. 5A and B). The loss of sensitivity to NM107 with this substitution was appreciably higher (22-fold) (Fig. 5C) (23).
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FIG. 4. Replication capacity of transient replicons containing the selected NS5B amino acid substitutions. The amino acid substitutions observed in the selection with PSI-6130 or R1728 were introduced into the GT-1b Con1 transient HCV replicon. In vitro-transcribed RNA was transfected into Huh-7 cells, and the replication capacity was calculated (error bars represent the standard errors of the means of the results of three to five independent experiments). Clone C5 was generated by cloning the NS5B coding sequence from the selected cells into the transient replicon and was tested as described above.
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FIG. 5. Characterization of the observed amino acid substitutions in NS5B in the transient replicon assay. The amino acid substitutions observed in the selection with PSI-6130 were introduced into the GT-1b Con1 transient HCV replicons by site-directed mutagenesis. In vitro-transcribed RNA was transfected into Huh-7 cells, and the sensitivity of the replicons to PSI-6130 (A), R7128 (B), NM107 (C), and NNI-1 (D) was measured at 72 h following treatment (error bars represent the standard errors of the means of the results of three to five independent experiments). A value representing a severalfold shift in EC50 compared to the WT replicon value (determined by dividing the EC50 mutant value by the EC50 WT value) is presented above each bar graph point.
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TABLE 4. PSI-6130 activity against GT-1b clinical isolates with the S282T substitution
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TABLE 5. PSI-6130 activity against WT and S282T stable HCV replicon
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TABLE 6. PSI-6130-TP activity against WT and S282T recombinant HCV NS5B polymerases
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TABLE 7. PSI-6130 activity against WT and S282T isolated replicase complexes
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Individual and pair-wise characterization of amino acid substitutions emerging with the S282T substitution. The amino acid substitutions that emerged and became persistently present in the three selection experiments with PSI-6130 or R7128 were tested for their effect on the replication capacity and for their effect on the sensitivity of the replicon to PSI-6130, R7128, and NM107. We characterized the K81R, K72M, I239V, I239L, L320F, A396G, A421V, C575S, and Y586C mutations (Table 3). These amino acid substitutions were introduced as single mutations by site-directed mutagenesis into a GT-1b transient replicon containing the Firefly luciferase reporter gene. All the substitutions, except I239L, reduced the replication capacity compared to the WT replicon results (Fig. 4). Certain substitutions had significantly lower replication capacity compared to the results seen with the WT replicon that included the A396G (1.0%) and the C575S (0.05%) substitutions. Other amino acid substitutions, including K72M, K81R, I239V, L320F, A421V, and Y586C, reduced the replication capacity to approximately 10 to 30% of WT replication levels (Fig. 4).
The effect of the observed amino acid substitutions on the sensitivity of the replicons was examined. We observed that the levels of sensitivity of the replicons containing these mutations were comparable to those observed with the WT replicons (Fig. 5A, B, and C). With the exception of the S282T substitution, none of the substitutions, when present alone, resulted in a noticeable change in the sensitivity to PSI-6130, R7128, or NM107.
Since the S282T substitution appeared to be the only mutation mediating a reduced sensitivity to PSI-6130, we investigated the effect of the combination of the S282T mutation in a pair-wise manner with the other observed amino acid substitutions on the replication capacity and on the sensitivity to PSI-6130, R7128, and NM107. The majority of the amino acid substitutions, when combined with the S282T mutation, caused a further reduction in the replication capacity compared to that of each substitution alone (Fig. 4). The replication capacities of all the double mutants were less than 5% of that seen with the WT replicon. Therefore, those amino acid substitutions in this pair-wise combination pattern did not generally confer a replication advantage.
The majority of the pair-wise combinations with S282T did not significantly influence the sensitivity of the replicons to PSI-6130, R7128, or NM107 beyond the reduction observed with the S282T substitution alone (Fig. 5A, B, and C). Substitutions C575S and L320F appeared to further reduce the sensitivity to NM107 and PSI-6130, respectively, but not sensitivity to the other analogs. In addition, the I239L, A396G, and A421V mutations appeared to partially compensate for the loss of the sensitivity induced by the S282T mutation. Despite the low replication capacity seen with the replicons with the C575S, L239L/S282T, and A396G/S282T substitutions, the replication levels were above the lower limit of the assay (see Materials and Methods) and the EC50s obtained were reproducible.
The amino acid substitutions, either individually or in pair-wise combinations with S282T, had no effect on the sensitivity of the replicons to NNI-1 (Fig. 5D), with the exception of the A396G substitution that conferred a three- to fourfold reduction in the sensitivity to NNI-1.
Multiple combined amino acid substitutions coselected with S282T enhance replication capacity. The S282T substitution reduces the replication capacity to 15% of WT replication levels (Fig. 4). In selection set 1 at passage 53, the NS5B coding region in those selected cells contained the S282T substitution in a complex pattern together with other mutations, including K81R, S84S/P, I239L, A300A/T, L320F/L/C, A421V, and Y586C (Table 3). To examine the effect of having all mutations together, the NS5B coding sequence from selection set 1 at passage 53 (Table 3) was cloned into the HCV transient replicon cassette vector. A total of 15 individual clones were examined for NS5B sequences, and it was determined that all the substitutions were genetically linked and were present in the majority of the clones. Of the 15 clones, 9 contained all the major substitutions, including K81R, S84P, I239L, S282T, A300T, L320C/F, A421V, and Y586C. A total of 3 of the 15 clones were lacking either the S84P substitution or the L320C/F substitution. Another three clones were lacking either two, three, or four substitutions among the S84P, I239L, L320C/F, and the A300T. Substitutions K81R, S282T, A421V, and Y586C were present in all 15 clones.
A single clone, C5, containing only the major substitutions (including K81R, S84P, I239L, S282T, A300T, L320C, A421V, and Y586C) observed in the selected cells, was examined by transfection into Huh-7 cells and testing of replication levels as well as sensitivity to PSI-6130. When these substitutions coexisted, the replication capacity was 51% of the WT level (Fig. 4, last column), suggesting that it was enhanced compared to the replication in replicons containing the S282T substitution alone (Fig. 4). Furthermore, the generated replicon had a sensitivity to inhibition by PSI-6130 and NM107 (mean EC50s, 0.79 and 2.03 µM, respectively) similar to that seen with the WT replicon (mean EC50s, 0.66 and 1.98 µM, respectively). The nature of this change in sensitivity is not understood. The enhanced replication capacity suggests that the coemergence of a number of amino acid substitutions in a complex pattern together with the S282T adds a replication advantage to the HCV RNA by compensating for the hampered replication capacity mediated by the S282T mutation but may also be associated with reduced resistance.
Characterization of the sensitivity of the replicons generated in the selected cells. The reduced sensitivity observed in the PSI-6130- and R7128-selected cells, presented as shifts in EC50 values (Table 3), could be due to the emergence of resistant mutations in the replicon, to aberrant metabolism of PSI-6130 to form the active triphosphate in the cells, or to a combination of both factors. To isolate the effects attributable to changes in the replicon, whole cellular RNA was extracted from passage 32 of selection set 2 and passage 57 of the untreated cells (Table 3) and transfected into naïve Huh-7 cells to generate stable replicon cell lines 5R32 and RC57, respectively. The sequences of the NS5B coding region in the generated stable cells were confirmed to contain the mutations observed in the selected cells (Table 3). The sensitivity of the cells to PSI-6130, R7128, NM107, and NNI-1 was examined. 5R32 replicon cells exhibited a three- to fourfold reduction in sensitivity to both PSI-6130 and R7128 compared to the results seen with the RC57 control cell line (Fig. 6). The reduction in sensitivity (55-fold shift in EC50) to NM107 in these cells was more pronounced (Fig. 6). These results suggest that the emergence of mutations in the replicon as a result of selection with PSI-6130 contributes to a low level of change (three- to fourfold) in resistance. This reduction in sensitivity corresponds to that observed with the S282T substitution in the transient assay (Fig. 5A, B, and C).
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FIG. 6. Stable cells containing the replicons obtained from the cells selected with PSI-6130 show moderate reduced sensitivity to PSI-6130 compared to NM107 results. Whole cellular RNA was isolated from the cells selected with PSI-6130 and transfected into naïve Huh-7 cells. Stable cell lines were generated from selection set 2 (5R32) and from untreated cells (RC57). The generated stable cell lines were tested for sensitivity to PSI-6130, NM107, and NNI-1 by the use of qPCR (error bars represent the standard errors of the means of the results of three independent experiments). The shift values were calculated based on the untreated cell line value, which was set to 1.
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As reported previously, selection of R1479 resistance replicons resulted in the identification of the NS5B mutation S96T, either alone or in combination with N142T, and the observation that this mutation was associated with R1479 resistance. S96T, alone or in combination with N142T, conferred a moderate three- to fourfold change in resistance to R1479 (23).
In this study, we examined whether there was cross-resistance between PSI-6130 and R1479. R1479 is known to exhibit slightly enhanced potency against the S282T mutant replicon compared to WT results (Table 8) (23). We tested the activity of PSI-6130 against replicons containing the S96T mutation. The mutation was introduced by site-directed mutagenesis, and the effect on activity was examined by using the transient replicon assay. We observed that PSI-6130 maintained full activity against the replicon with the S96T mutation in NS5B (EC50 of 0.42 µM compared to 0.82 µM for the WT) (Table 8). Similarly, PSI-6130 also maintained full activity against the S96T/N142T double-mutant replicon (data not shown). Therefore, each of the two compounds PSI-6130 and R1479 retains antiviral activity against replicons resistant to inhibition by the other compound, indicating the lack of cross-resistance.
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TABLE 8. Lack of cross-resistance between PSI-6130 and R1479 in the transient replicon assay
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TABLE 9. Selection of PSI-6130 in cells harboring a replicon with the S96T/N142T substitutions in NS5B
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FIG. 7. The R1479-resistant mutant S96T reverts to WT under conditions of treatment with PSI-6130. Cells harboring replicons with the S96T/N142T mutations were passaged in the presence of PSI-6130. Clonal sequencing analysis of NS5B was performed on samples collected at passages 12, 16, and 20.
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TABLE 10. Inhibitor sensitivity of S96T/N142T replicon cells selected with PSI-6130
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Therefore, treatment with PSI-6130 generates the predicted resistance mutation and reverts the preexisting resistance mutation for R1479 to WT, suggesting that the two compounds possess nonoverlapping, mutually exclusive mutations, likely due to the low replication capacity of the double-mutant S96T/S282T replicon.
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The HCV replicon system has been useful in predicting the emergence of resistant mutations in patients treated with polymerase or protease HCV inhibitors, for example, HCV-796 (46) or telaprevir (13, 20), respectively. We used the in vitro HCV replicon system in this study to identify the mutations that emerge under conditions of treatment with PSI-6130 and that confer reduced sensitivity to the compound. To date, no evidence of the presence of the S282T mutation has emerged in studies of patients exposed to monotherapy with R7128 for 14 days (25).
One explanation for the lack of detection of resistance mutations in the clinic to date is the apparent high barrier to the generation of resistance to PSI-6130, most probably due to the low replication fitness combined with only a low level of resistance gained from the mutant virus. A short-term (less than 4 week) direct selection method that has been used successfully to obtain resistant variants in vitro for other inhibitors (23, 24, 27, 31, 45) did not generate variants resistant to PSI-6130. In the replicon clearance assay, treatment of the cells with 10x the EC50 of PSI-6130 for 29 days resulted in the clearance of the replicon from the cells. This feature also seems to be shared with NM107 and R1479, which also cleared the replicon during the clearance process (23) This was in contrast to the results seen with treatment with NNI-1. Resistant variants containing the previously described L419M substitution (19) readily emerged under conditions of drug treatment. This suggests that the barrier to resistance to PSI-6130 and NM107 is higher than that to resistance to NNI-1.
Long-term culturing of the cells, accompanied by incremental increases in PSI-6130 concentrations, was required to obtain variants conferring reduced sensitivity to PSI-6130. Several months of culturing of the cells in the presence of PSI-6130 generated variants with reduced sensitivity to PSI-6130. This provides further evidence for a high barrier to the generation of variants resistant to PSI-6130 in vitro.
The higher hurdle to the generation of resistance to PSI-6130 may be explained by the fact that the S282T substitution causes only a moderate loss of sensitivity to PSI-6130, as demonstrated in the enzymatic assays and the replicon assays using laboratory-optimized as well as clinical isolate-derived replicons. However, the substitution also caused a drastic 85% loss of replication capacity when tested in the transient replicon system (Fig. 4) (23).
In the three selection sets, two using PSI-6130 and one using the R7128 prodrug, the S282T was the only substitution commonly selected in all three experiments; however, several other substitutions emerged along with the S282T substitution. The three sets were selected under identical conditions, but the coemerging mutations appeared to differ. The difference in coemerging substitutions is not predicted to be due to the difference between PSI-6130 and the prodrug R7128, as they are both known to convert to the same active species (28). We hypothesize that the seemingly higher level of resistance observed for the cells selected with the prodrug R7128 (120-fold) compared to the levels seen with cells selected with PSI-6130 (30- to 50-fold) is due to cellular effects on the metabolisms of both the drug and the prodrug to form the active triphosphate species. The effects attributed to the replicon itself were determined through retransfection of RNA from the selected cells into naïve Huh-7 cells and generation of stable cell lines. The resulting stable replicon cells showed only a low level of resistance (three- to fivefold), a level that is comparable to the resistance observed with the S282T substitution alone. Therefore, the different apparent resistance level in the original selected cells is not due to the replicon but rather to the host cells. Although the phenomenon of selecting host cells with a modified nucleoside metabolism may be specific to the tissue culture experimentation, it suggests that, in the clinic, individual differences in the metabolism of the nucleoside inhibitor are likely to play a role in determining the virological response to the treatment.
The reduced replication capacity appears to be rescued by the generation of other mutations in NS5B, thus providing a plausible explanation for the length of time required to generate variants with reduced sensitivity to PSI-6130. In the selection studies, a number of amino acid substitutions emerged under conditions of PSI-6130 treatment (Table 3). The presence of the other coselected mutations appeared to enhance the replication capacity. The replicon containing the mutations observed in selection set 1 at passage 53 (Table 3) had an replication capacity (51% of WT) that was improved in comparison to the replication capacity of the S282T mutant alone, which exhibited only a 15% replication capacity. Also, stable cell lines generated by the transfection of RNA from the PSI-6130-selected cells (for example, 5R32 of set 2) (Fig. 6 and data not shown) had an improved replication capacity based on replicon levels in the cells (range, 50 to 82% of the WT levels). These results suggest that the presence of the coselected mutations in NS5B in a complex combination pattern can compensate for the reduced replication capacity caused by the S282T mutation. It is possible that substitutions outside of the NS5B region (not analyzed in this study) could also contribute to the replication advantage. Further investigation is required to discern the exact combination of mutations required for the improved replication capacity.
PSI-6130 appears to possess a more favorable activity profile with respect to the NS5B polymerase containing the S282T substitution compared to other 2'-C-methyl-modified polymerase inhibitors. The reduction in sensitivity to PSI-6130 with the S282T substitution was moderate (range, two- to sixfold loss of activity). In contrast, the reduction of sensitivity to NM107 (range, 17- to 50-fold loss of activity) and to 2'-C-methyladenosine (range, 18- to 100-fold loss of activity) (30) was more pronounced. RO2433-TP is the active uridine metabolite for PSI-6130, which has 20-fold loss of inhibitory activity with S282T mutation polymerase. This activity and resistance profile suggests that this metabolite may also contribute to the emergence of the S282T substitution.
The reason for the higher activity of PSI-6130 against the NS5B polymerase containing the S282T substitution compared to that seen with other 2'-C-methyl-substituted nucleoside inhibitors is unclear. Molecular modeling suggested that the change from serine to threonine at position 282 causes a steric clash between the methyl group of the NM107 and the methyl group of the threonine, hence causing a significant loss in the affinity to NM107 (12). Shifts in Ki values indicated a more moderate loss of affinity to PSI-6130 than that seen with NM107 (Table 6). One possible explanation is that PSI-6130 may adopt a conformation that alleviates the steric hindrance, allowing more favorable interactions with the mutant polymerase. Alternatively, the weakening of the hydrogen bonding interaction between D225 and the ribose 2'-hydroxyl group by fluorine substitution may increase ribose structural flexibility in the NS5B active site, allowing PSI-6130 to avoid the S282T steric clash. In support of this hypothesis, it was recently shown that the capability of a hydrogen bonding interaction with D225 was not required for potent inhibition of HCV replication by nucleoside analogs (21). PSI-6130 is known to adopt the 3'-end conformation in the solid state (9, 12). We determined the crystal structures of NM107 and PSI-6130 (Fig. 8) and observed that both inhibitors adopt the 3'-end conformation at the ribose sugar moiety. However, many nucleosides differ in conformation in the solution phase from the solid state. For example, AZT is known to adopt the C-2'-endo conformation in the crystal state but exists as a 1:1 mixture of C-2'-endo and C-3'-endo in the solution phase. Therefore, it is possible that differences observed in the potency of NM107 and PSI-6130 against the S282T mutant might be due to differences in the conformations of these two structures in the solution phase.
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FIG. 8. PSI-6130 and NM107 adopt similar 3'-end conformations. X-ray crystal structures for PSI-6130 and NM107 are shown.
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The results from this study demonstrate that the generation of variants resistant to PSI-6130 in vitro requires long-term passage. The emergence of the S282T mutation, which mediates only a moderate three- to sixfold reduction in sensitivity to PSI-6130, is accompanied by a number of coselected mutations that appear to enhance the replication capacity. This indicates a high hurdle to the generation of mutations conferring reduced sensitivity to PSI-6130 in vitro. The clinical relevance and the potential benefit are yet to be demonstrated in the ongoing R7128 clinical trial, which is designed to observe the clinical response to the drug and the emerging resistance profile. Finally, PSI-6130 and R1479 lack cross-resistance, and the simultaneous presence of mutations resistant to both compounds drastically reduces the replication capacity, offering a promising potential for a future combination therapy.
Published ahead of print on 6 October 2008. ![]()
Supplemental material for this article may be found at http://aac.asm.org/. ![]()
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