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Antimicrobial Agents and Chemotherapy, January 2007, p. 95-102, Vol. 51, No. 1
0066-4804/07/$08.00+0 doi:10.1128/AAC.01008-06
Copyright © 2007, American Society for Microbiology. All Rights Reserved.

Chau Doan,2
Amy K. Patick,1 and
Rohit Duggal1*
Department of Virology,1 Department of Biochemistry, Pfizer Global Research and Development, La Jolla Laboratories, San Diego, California 921212
Received 11 August 2006/ Returned for modification 21 September 2006/ Accepted 16 October 2006
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50 and
40%, respectively, relative to those in a compound-free control. Good reproducibility was demonstrated, with a calculated confirmation rate of >75%. The development of a robust, high-throughput HCV replicon assay where the effects of inhibitors can be monitored for antiviral activity and cytotoxicity should greatly facilitate HCV drug discovery. |
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The original replicon system (21) was constructed by replacement of genes from the HCV genome that are not essential for HCV RNA replication, e.g., the structural genes, p7 and NS2, with a genetic cassette carrying an antibiotic resistance gene and the internal ribosomal entry site (IRES) from encephalomyocarditis virus (EMCV). This resulted in the formation of a dicistronic, selectable, subgenomic HCV replicon (2-4, 21) whose replication requires RNA elements in both nontranslated regions as well as the nonstructural proteins, including NS3 protease, helicase, and polymerase. Therefore, the HCV replicon system can be used for identifying inhibitors against all of these components (1).
Cell-based screening efforts in a high-throughput format to identify novel inhibitors and viral or host targets have recently been described (6, 23, 34). The first generations of selectable and reporter-selectable replicons have not been conducive for carrying out high-throughput screening (HTS) due to the labor-intensive quantitative reverse transcription-PCR methods used in screening and to low signal-to-noise ratios, respectively. To develop a robust screening tool, we developed several reagents derived from the available HCV selectable replicon (7). This work involved the introduction of a short, codon-optimized reporter gene separated from the selectable marker by the sequence for a cleavable peptide and a set of specific tissue culture adaptive mutations. The high signal-to-noise ratio obtained from a replicon with these modifications reduced variability during antiviral testing and enabled testing in an HTS format. The integration of a second reporter gene in the nuclei of the reporter-selectable HCV replicon cells provided a rapid and simple means of measuring cytotoxicity from the same well for which the antiviral activity determination was made. This resulted in the generation of a valuable reagent that can help in the identification of specific anti-HCV inhibitors.
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) and 5,6-dichloro-1-beta-D-ribofuranosyl-benzimidazole (DRB) were obtained from Sigma (St. Louis, MO). Compounds AG-21541 and AG-21033 (22) are HCV NS5B polymerase inhibitors synthesized at Pfizer Global Research & Development (La Jolla, CA). Cell lines and plasmids. Huh-7 cell lines were obtained from Apath LLC (St. Louis, MO) and ReBLikon GmbH (Mainz, Germany). An ET cell line carrying a dicistronic firefly (Photinus pyralis) luciferase gene replicon was obtained from ReBLikon GmbH. The plasmid pBB7, which contains a cDNA copy of a dicistronic HCV genotype 1b (Con-1) selectable replicon, was obtained from Apath LLC. The plasmid phRL-CMV (Promega, Madison, WI) contains the gene for humanized Renilla reniformis luciferase (hRLuc).
Huh-7 and ET cells were propagated in Dulbecco's modified Eagle medium (DMEM; Invitrogen, Carlsbad, CA) containing 10% fetal bovine serum (HyClone, Logan, UT), 50 IU/ml of penicillin, and 50 µg/ml of streptomycin sulfate (Invitrogen) at 37°C and 5% CO2. The culture medium for the ET cell line was further supplemented with 250 µg/ml of G418 (Cellgro, Herndon, VA).
Construction of plasmids. (i) pBB7M4hRLuc. The plasmid pBB7M4 was created by introducing the substitutions I2204S (restoration of a wild-type amino acid codon which is modified in pBB7), E1202G, T1280I, and S2197P into pBB7 by QuikChange site-directed, PCR-based mutagenesis (Stratagene, La Jolla, CA). All mutations were confirmed by sequencing. To ensure that no secondary mutations were introduced during the PCRs, an SspBI-XhoI restriction fragment of the original pBB7 plasmid was replaced with the corresponding SspBI-XhoI fragment from pBB7M4, resulting in the final pBB7M4 plasmid.
To generate a fusion between the hRLuc gene and the sequence of the 2A protease of foot-and-mouth-disease virus (FMDV) (25), two PCRs were employed. In the first PCR, oligonucleotides AscI-hRLuc(+) (5'-CCA GGC GCG CCA TGG CTT CCA AGG TGT ACG ACC CCG AGC-3') and FMDV2A-hRLuc() (5'-GAC TCG ACG TCT CCC GCA AGC TTA AGA AGG TCA AAA TTC AAC AGC TGC TGC TCG TTC TTC AGC ACG CGC TCC ACG-3') were used to amplify the hRLuc gene from phRL-CMV. The resulting PCR product had an AscI site at the 5' end and a partial FMDV 2A peptide sequence fused to the hRLuc gene at the 3' end. In the second PCR, the product from the first PCR was used as the template, and oligonucleotides AscI- hRLuc(+) and AscI-G-FMDV2A() (5'-CCA GGC GCG CCC GGG CCC AGG GTT GGA CTC GAC GTC TCC CGC AAG CTT AAG AAG GTC AAA ATT C-3') were used as primers. The final PCR product encoded an hRLuc-FMDV 2A peptide fusion and was flanked by AscI sites at the 5' and 3' ends. This was introduced into a shuttle vector, pcDNA3.1-HCVIRES-NeoR, which contains the HCV IRES with 36 nucleotides of the core gene fused to the neomycin phosphotransferase gene (Neor). The resulting construct is referred to as pcDNA3.1-HCVIRES-hRLuc2A NeoR (Fig. 1B). The AgeI-PmeI restriction fragment from this construct was used to replace the AgeI-PmeI fragment from pBB7M4, resulting in the construction of pBB7M4hRLuc (Fig. 1C) (10).
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FIG. 1. Construction of the reporter-selectable dicistronic HCV replicon BB7M4hRLuc. (A) The pBB7M4 replicon construct contains nontranslated regions at the 5' (5' NTR) and 3' [poly(U) and U/C rich region (U-U/C) and 98 conserved nucleotides (nt)] ends. The HCV IRES (HI) drives the translation of the amino terminus of the core (36 nt) and Neor gene fusion, while the EMCV IRES (EI) drives the translation of the nonstructural (NS) proteins 3 to 5B. Three adaptive changes in NS3 and NS5A (E1202G, T1280I, and S2197P) are indicated by asterisks. (B) Transfer of a reporter-selectable gene cassette from a shuttle vector to the selectable replicon construct pBB7M4. The shuttle construct pcDNA3.1-HCVIRES-hRLuc2A NeoR contains the entire HCV 5' nontranslated region (solid line) followed by 36 nt of the core region, the hRLuc reporter gene, the FMDV 2A protease, and the Neor gene. This is followed by the vector sequence, as indicated by the dashed line. (C) The product of the transfer is the reporter-selectable HCV replicon construct, pBB7M4hRLuc.
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In vitro RNA transcription and electroporation for generation of replicon cell lines. BB7M4hRLuc replicon transcripts were prepared in vitro from ScaI-linearized pBB7M4hRLuc by using a T7 Megascript kit (Ambion, Austin, TX) following the manufacturer's protocol. Huh-7 cells were washed twice in phosphate-buffered saline without Ca2+ or Mg2+ (Invitrogen) and resuspended at 1.5 x 107 cells/ml. Four hundred microliters of cells was mixed with 2 µg of BB7M4hRLuc in vitro transcripts, and electroporation was performed using a Bio-Rad (Hercules, CA) Genepulser unit set to 270 V and 950 µF. Immediately after being pulsed, the cells were collected in 10 ml complete DMEM, and 1, 3, or 5 ml was seeded in a 10-cm dish. After 24 h of incubation, the medium was replaced with 10 ml complete DMEM containing 250 µg/ml G418 and changed weekly until colonies of resistant cells were visible (2 to 3 weeks). Colonies were picked by trypsinization and seeded in 96-well plates with DMEM containing 250 µg/ml G418. Cells were transferred to wells with a greater surface area when confluence was reached, approximately every 2 to 4 days. Once the cells were in six-well plates, 2 x 104 cells/well were seeded in 96-well black-walled plates (Corning, Corning, NY) and incubated for 72 h. Reporter gene expression in these cells was measured with a dual-luciferase reporter kit (Promega) following the manufacturer's instructions, using a 1450 Trilux MicroBeta Jet instrument (Perkin-Elmer, Wellesley, MA). Cell lines with acceptable activity (>1 x 105 relative light units [RLUs] per well) were utilized in antiviral assays. BB7M4hRLuc clone 10 demonstrated the best signal-to-noise ratio and was expanded to generate the dicistronic single-reporter (DSR) replicon cell line (10). The signal-to-noise ratio was calculated by dividing the signal obtained from wells seeded with the replicon cells by the signal obtained from wells with luciferase substrates only.
Generation of DDR replicon cell line. The pcDNA6FLuc construct (0.5 µg) was electroporated into the DSR replicon cell line as described above. Twenty-four hours after electroporation, the cells were subjected to selection with 250 µg/ml G418 and 6 µg/ml blasticidin (MP Biomedicals, Irvine, CA). After colony formation and expansion, hRLuc and FLuc expression was measured as described above. Clone B6b gave the best expression for both reporter genes and was expanded further to generate the dicistronic dual-reporter (DDR) replicon cell line (8).
Biochemical NS5B polymerase assay.
Recombinant HCV (genotype 1b, strain BK) (27) NS5B polymerase was tested for the ability to perform primer/template-directed transcription in assays that contained 30 mM Tris-HCl (pH 7.2), 10 mM MgCl2, 20 mM NaCl, 1 mM dithiothreitol, 0.05% Tween 20, 1% glycerol, 5 pmol of biotin-dG12 (primer), 0.5 pmol of poly(rC)300 (template), 1 µM GTP, 0.1 to 0.3 µCi of [
-32P]GTP, and 2.5 pmol (0.15 µg) of HCV polymerase protein in a final volume of 75 µl, as previously described (22). Reactions were initiated by the addition of enzyme and incubated for 30 min at 30°C. Reactions were stopped by the addition of 33 mM EDTA, and polynucleotide products were collected by filtration through DEAE Filtermat papers (Wallac, Wellesley, MA); unincorporated triphosphate was removed by washing the filters with 5% dibasic sodium phosphate. The filters were counted in a Tri-Lux Microbeta scintillation counter (Packard, Wellesley, MA). Compounds to be tested were added at various concentrations from stocks in 10% dimethyl sulfoxide (DMSO)-water (final DMSO concentration, 1% of the reaction mixture). Fifty percent inhibitory concentration (IC50) values were estimated from the primary counts-per-minute (cpm) data (collected in triplicate) by using the formula cpm(I) = cpm(no inhibitor) x {1 [I]/([I] + IC50)}.
In vitro antiviral and cytotoxicity assays using hRLuc, FLuc, and XTT end points.
Antiviral and cytotoxicity assays were carried out in black-walled, clear-bottomed 96-well plates. Reporter replicon cells were seeded at a density of 2 x 104/well in 100 µl DMEM without selection antibiotics. Eight threefold serial dilutions of compounds were prepared in DMEM and added to the appropriate wells, yielding final concentrations of 320 to 0.1 µM (or 10 to 0.003 IU/ml for IFN) in 200 µl of DMEM. Following 3 days of incubation, 2,3-bis(2-methoxy-4-nitro-5-sulfophenyl)-2H-tetrazolium-5-carboxanilide (XTT; Sigma) and phenazine methosulfate (Sigma) were added to each well at final concentrations of 200 µg/ml and 1 mM, respectively. After 4 hours, the amount of formazan produced was quantified spectrophotometrically at a test reference wavelength of 450 nm and a reference wavelength of 650 nm (24, 31). The medium was removed from all wells, and FLuc and hRLuc activities were measured as described above. The percent inhibition was determined from Luc (FLuc and hRLuc) and XTT values, using the following formulas:
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In vitro antiviral assay using quantitative reverse transcriptase PCR (RT-PCR) (TaqMan). Twenty thousand cells of the replicon cell lines were incubated with serial half-log dilutions of compounds in black 96-well plates. After incubation for 72 h, the medium was removed, and the cells were washed gently with 200 µl of phosphate-buffered saline. Total RNA was extracted using a QiaAmp RNA extraction kit (QIAGEN, Valencia, CA). Twenty microliters of the RNA was subjected to reverse transcription, using Multiscribe (ABI, Foster City, CA) according to the manufacturer's instructions, by using random hexamers to generate the cDNA. PCRs were carried out for HCV RNA, using the primers 5'-TCC CGG GAG AGC CAT AGT G-3 and 5'-GGC ATT GAG CGG GTT GAT C-3' and the probe 6-carboxyfluorescein-CCG GAA TTG CCA GGA CGA CCG-BHQ1 according to the manufacturer's directions (ABI). PCRs were also carried out in parallel for an internal control, the mRNA of a housekeeping gene encoding glyceraldehyde-3-phosphate dehydrogenase (GAPDH), using the primers 5-GAA GGT GAA GGT CGG AGT C-3' and 5'-GAA GAT GGT GAT GGG ATT TC-3' and the probe 6-carboxyfluorescein-CAA GCT TCC CGT TCT CAG CC-6-carboxytetramethylrhodamine. HCV and GAPDH RNA quantifications were based on a standard curve run at the same time that the experimental samples were amplified. The signal for HCV RNA was normalized to that of GAPDH mRNA for each concentration of inhibitor, and percent inhibition was calculated based on comparison with the DMSO-treated wells. EC50 values were calculated from these data, as described above.
To verify that the signal was due to self-replicating RNA and not to integration of nucleic acid into the genome, the TaqMan PCR was done in the presence and absence of reverse transcriptase.
Mock HTS run.
Z' factor values for both FLuc and hRLuc end points for 10 96-well microtiter plates that were seeded with 2 x 104 cells of the DDR replicon cell line/well were calculated using the following formula (32):
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is the standard deviation, and µ is the mean. Pilot HTS screening using the DDR replicon cell line. Twenty thousand DDR replicon cells per well were dispensed into 20 96-well plates, using a Multidrop384 system (ThermoLabsystems, Franklin, MA). For all plates, an antiviral control (10 µM of AG-21541) was added to well A12, and a cytotoxicity control (80 µM of DRB) was added to well H12. The remaining wells of column 12 were used as DMSO-only controls. One thousand seven hundred sixty compounds from 20 96-well Pfizer chemical archive plates were then added to plates at a final concentration of 10 µM. After 72 h of incubation, FLuc and hRLuc activities were measured, and percent antiviral inhibition and cytotoxicity were calculated as described above.
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Characterization of the DSR replicon cell line. In vitro transcripts from pBB7M4hRLuc were transfected into Huh-7 cells. Approximately 60 G418-resistant colonies were tested for hRLuc expression, and a clone yielding the highest reporter activity was subsequently expanded to create the DSR replicon cell line (Fig. 2). The hRLuc reporter signal from the DSR cell line was evaluated in parallel with a reporter signal from the ET dicistronic replicon cell line, which contains the FLuc gene. The results indicated a 70-fold higher signal for the DSR cell line than for the ET cell line (Fig. 2A). This translated to a signal-to-noise ratio of 3,500 for the DSR line, compared to 50 for the ET cell line (Fig. 2B). Confirmation of the presence of self-replicating replicon RNA in DSR cells was obtained by real-time RNA quantitation by a TaqMan assay. The signal obtained was approximately 10,000-fold higher when an RT step was included before PCR amplification compared to when no RT step was included (data not shown). This indicated that the hRLuc signal generated from the DSR cell line was due to autonomously replicating replicon RNA and not to integration of replicon cDNA into the cellular genome. Further validation of authentic HCV RNA replication was indicated by the susceptibility of the DSR cell line to IFN, with EC50 values of 0.4 and 0.7 IU/ml (data not shown).
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FIG. 2. Characterization of DSR replicon cell line. Transcripts from pBB7M4hRLuc were transfected into Huh-7 cells to generate the DSR replicon cell line, as described in Materials and Methods. (A) Results are expressed as mean RLUs ± standard deviations for 12 wells of a 96-well plate containing either DSR or ET replicon cells. (B) Signal-to-noise ratios (S:N) for DSR and ET replicon cell lines were derived from the luciferase signals shown in panel A as described in Materials and Methods.
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FIG. 3. Characterization of DDR replicon cell clones. To identify a DDR replicon cell line with optimal hRLuc and FLuc signals, several clones selected with G418 and blasticidin were screened as described in Materials and Methods. Expression levels for both hRLuc and FLuc are shown for seven representative clones and are expressed as mean RLUs ± standard deviations for three wells of a 96-well plate.
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FIG. 4. Chemical structures of small-molecule inhibitors used for validation.
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TABLE 1. Evaluation of biochemical and antiviral activities of control inhibitorsa
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TABLE 2. Evaluation of the intraplate signal variability of the DDR replicon cell linea
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FIG. 5. Evaluation of the capability of the DDR replicon cell line to identify hits in an HTS format. Ten 96-well plates containing DDR replicon cells were incubated with 1.7 µM (EC50 value) of AG-21541 at five different positions. Data are expressed as mean percentages of inhibition ± standard deviations for both FLuc and hRLuc.
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40% was also utilized. Using these criteria, hit rates of 4.8% and 4.0% were obtained when criteria for antiviral activity of
50% with cytotoxicity of
40% and antiviral activity of
60% with cytotoxicity of
40% were utilized, respectively. To determine the reproducibility of hit identification, the 20 plates were rescreened. Confirmation rates of 78.8% and 75.4% were measured using criteria of antiviral activity of
50% with cytotoxicity of
40% and antiviral activity of
60% with cytotoxicity of
40%, respectively. Although hits from the pilot screen were not subsequently followed up, we utilized the same cutoffs (antiviral activity of
60% with cytotoxicity of
40%) and initiated an HTS campaign utilizing the full Pfizer chemical file. In this format, we obtained a hit rate of 2.8% and a confirmation rate of 40% (data not shown). To date, we have identified >2,000 antiviral compounds, with EC50 values ranging from <0.01 µM to 9.9 µM and SIs ranging from >10 to >18,900 (data not shown). These data demonstrate the utility of the DDR replicon cell line in an HTS format for identifying compounds with robust antiviral activity. |
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While the development of the HCV replicon has been considered a major breakthrough, the replicon system did not become a truly useful and robust tool until cell culture adaptive mutations which allowed high-level replication were identified (7, 13, 17). In this study, we utilized the early-generation selectable replicons to develop a reporter-selectable replicon capable of producing a high signal-to-noise ratio, which is important for rapid screening of HCV inhibitors. The cell line from such a construct was modified further to include a second reporter gene to monitor cytotoxicity in the same well.
The HCV replicon construct described in the current study utilizes a short, codon-optimized reporter gene for human cells, i.e., the hRLuc gene, and a short, 20-amino-acid, self-cleavable peptide of the FMDV 2A protease that results in the cleavage of the hRLuc protein from the Neor protein. The signal-to-noise ratio from the DSR replicon cell line was significantly higher than that obtained for the FLuc-containing replicon cell line ET or for other published reporter replicons, including a ß-lactamase-containing replicon (34) and a fluorescence resonance energy transfer-based replicon (23). The increase in signal of the DSR replicon may be due to a higher level of replication conferred by the use of a shorter reporter gene (hRLuc gene) as well as the inclusion of three adaptive mutations. Consistent with this proposal, a non-Con-1 genotype 1b replicon that contained a fusion between a nonhumanized RLuc gene of similar size and the Neor gene was capable of replication and formation of stable cell lines (16). In contrast, a viable replicon was not obtained when the longer FLuc gene was included in place of the RLuc gene. In addition, Krieger et al. (17) demonstrated that the adaptive mutations E1202G, T1280I, and S2197P constructed in a Con-1 replicon conferred a significant replication advantage compared to the replicon that contained the wild-type sequence. Although we did not evaluate the effect of adaptive mutations in a replicon that contained the longer FLuc gene, it is likely that the combination of a shorter, humanized (codon-optimized) reporter (hRLuc) and highly adaptive mutations provides a higher signal.
The creation of the DDR replicon cell line, which incorporates a reporter gene in both the HCV replicon and the host cell nucleus, allows for the determination of antiviral activity and cytotoxicity in parallel. The combination of two reporter genes in the DDR replicon cell line also takes advantage of Promega's dual-luciferase kit, which enables reading of FLuc and RLuc from the same well using the same machine. The ability to combine both measurements in the same well allows for a more rapid determination of a selectivity window (antiviral activity/cytotoxicity) than that for systems in which compound treatments are separated to obtain antiviral activity and cytotoxicity values. The utility of this system was demonstrated by the antiviral assays performed in this study. In the multidose assay format, although all five compounds tested demonstrated antiviral activity, only IFN and AG-21541 had activities that were clearly differentiated from cytotoxicity (selectivity indices of >25 and >188, respectively). Moreover, using the DDR replicon cell line in an HTS format, we demonstrated that up to 36% of potential antiviral compounds could be removed rapidly through detection of cytotoxicity, in contrast to the case when antiviral activity alone was monitored (data not shown). Furthermore, our system allows for the inclusion of an additional end point to measure cytotoxicity (XTT dye reduction methodology) without affecting the other two reporter end points (data not shown).
The feasibility of an HTS utilizing the DDR replicon cell line was further demonstrated. Typically, an intraplate %CV of 15 or less is considered suitable for most high-throughput runs (23, 34). In our study, the %CV utilizing either the hRLuc or FLuc end point did not exceed 11%. Comparable levels of variability have been obtained for other replicon-based HTSs, e.g., 13%CV for a ß-lactamase replicon screen (34) and 12%CV for a fluorescence resonance energy transfer-Alamar blue replicon assay (23). The assay quality of HTSs is commonly measured by the Z' factor, a value that takes into consideration the dynamic range of the assay as well as variation within the assay (32). Z' values above 0.5 and that approach 1 indicate a robust assay with low variability (32). In our study, the Z' value for the DDR replicon cell line was 0.8 utilizing both reporter end points.
As a pilot test, we evaluated 1,760 inhibitors from the Pfizer compound archive in an HTS format utilizing the DDR replicon cell line. Antiviral and cytotoxicity cutoffs were selected to maximize the number of hits with potential antiviral activity that could subsequently be followed up in secondary assays for precise EC50, CC50, and SI determinations as well as various mechanism-of-action studies. Using two different criteria, we obtained hit rates of 4.8% and 4%. Repeat testing of the same 1,760 inhibitors resulted in high confirmation rates, of 79% and 75%, for the two criteria employed. High confirmation rates should increase the confidence in the identification of hits that demonstrate antiviral activity while showing reduced levels of cytotoxicity. Although hits from the pilot screen were not subsequently followed up, we utilized the same cutoffs and initiated an HTS campaign utilizing the full Pfizer chemical file. In this format, we obtained a hit rate of 2.8% and a confirmation rate of 40% (data not shown). Differences in rates between the pilot and full-file screens could be due to the nature of well contents; while plates for the pilot screen were derived from a portion of the Pfizer file where the final compound products are not purified, plates from the full file contained purified well contents. More importantly, subsequent follow-up of hits from the full file screen has led to the identification of >2,000 compounds with robust antiviral activity which is well differentiated from cytotoxicity (SIs range from >10 to >18,900).
The advent of an era of high-throughput cell-based screening has been made possible by several advances in detection methodology, new reagent development, and instrumentation (14). We report here the development of an HCV subgenomic replicon system with a robust signal to monitor HCV replication. We further describe the development of a multiparametric HCV replicon assay where the effects of antiviral agents can be monitored by up to three end points. Evaluating three end points from the same well provides savings in time and reagents as well as consistency and higher quality (5) for both low- and high-throughput formats. Implementation of cytotoxicity and antiviral end points in parallel also allows for more rapid identification of specific antiviral inhibitors and the elimination of cytotoxic compounds at an early stage. Executing an HTS using an HCV replicon should not only provide a wealth of pharmacological information but also be able to broaden the target space to include novel HCV targets.
Published ahead of print on 23 October 2006. ![]()
Present address: 185 Goldenrod Lane, Friendsville, TN 37737-3141. ![]()
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