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Antimicrobial Agents and Chemotherapy, August 2005, p. 3334-3340, Vol. 49, No. 8
0066-4804/05/$08.00+0 doi:10.1128/AAC.49.8.3334-3340.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Raymond F. Schinazi,2 and
James R. Prudent1*
EraGen Biosciences, 918 Deming Way, Madison, Wisconsin 53717,1 Emory University School of Medicine/Veterans Affairs Medical Center, 1670 Clairmont Road, Decatur, GA 300332
Received 30 December 2004/ Returned for modification 15 February 2005/ Accepted 25 April 2005
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To this end, a recently developed technology system called MultiCode-RTx was used to quantify drug-resistant mutations within the HIV-1 pol gene in mixed populations (21). This new system exploits the use of an additional base pair made from 2'-deoxy-5-methyl-isocytidine (iC) and 2'-deoxy-isoguanosine (iG) to site specifically incorporate a quencher in close proximity to a fluorescent molecule (Fig. 1). Prior to running the RTx systems for mixed-population analysis, two target-specific forward PCR primers carrying single iC bases near distinct 5'-fluorescent reporters and a single reverse primer able to prime both targets are constructed. Using a commercially available reaction mixture containing iGTP-dabcyl, iC directs specific enzymatic incorporation of the iGTP-dabcyl in close proximity to each fluorophore. This incorporation reduces the fluorescence of reporter attached to the extended primers and is monitored using standard real-time PCR instrumentation. As the reaction proceeds, the instrument collects data in two channels (each target is analyzed using a distinct fluorophore and data are collected in distinct channels). As more and more of the labeled primers are used up, the fluorescence signal specific for that primer goes down. The PCR cycle at which the fluorescent passes below a determined threshold correlates to the number of initial target molecules present. The cycle threshold (Ct), in which fluorescence passes the threshold within each channel, is dependent on the copy number for each specified target. Standard curves constructed from Ct data from known concentrations of each target are used to determine concentrations within unknown samples. Additionally, the reaction can be analyzed for correct product formation after cycling is complete by melting the amplicons and determining their melting temperatures (Tm). This melting analysis can be used to verify that the anticipated amplicon was created.
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FIG. 1. MultiCode-RTx Genotyping System Schematic. (A) cDNA targets are amplified in the presence of iGTP-dabcyl (Q-iGTP) and one standard reverse and two RTx forward primers. The two forward primers are bipartite. The 5' parts contain single iCs, separable fluorescent reporters, and target-independent sequence tails that add 10°C to the annealing temperature of each primer. The 3' parts are target specific, contain a 3' mutation-specific base (A or G), and have an annealing temperature of 50°C to the cDNA targets. (B) A single round of competitive priming at 50°C results in specific extension (gray arrow) creating the A:T target. (C) Remaining cycles at 60°C inhibit annealing of the G-primer and place quenchers in close proximity to the reporter.
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Isolation of viral nucleic acids. Plasma samples were taken from HIV-1-infected individuals and were stored at 70°C until use. Subjects were treated with AZT, ddI, ddC, d4T, 3TC, or several combinations of these drugs. HIV-1 viral RNA was extracted from plasma samples using the Mini Viral RNA kit (QIAGEN). Leucopacs were obtained from Advance Biotechnologies, Inc. (ABI; Columbia, MD) and peripheral blood mononuclear (PBM) cells were separated using Ficoll-Hypaque density gradient centrifugation. Cells were stimulated with phytohemagglutinin (PHA; 2 g/ml) in RPMI 1640, supplemented with 20% heat-inactivated fetal bovine serum, recombinant human interleukin-2 (IL-2; 26 IU/ml), 250 U/ml penicillin, 250 µg/ml streptomycin, and 2 mM glutamine for 48 to 72 h before study. PHA-stimulated PBM cells (5 x 106) were transfected with 5 to 10 µg of wild-type and mutant plasmid DNA by electroporation. Both pure wild-type and mutant plasmids were used for transfection. Mixtures of wild-type and resistant pNL4-3 derivatives were also employed. Successful infection was confirmed by use of HIV-1 antigen detection. RNA from cell culture supernatants was extracted using the Mini Viral RNA kit. Extracted RNA was transcribed into cDNA using standard methods. These RNA samples were quantified for each genotype using RTx genotyping systems.
Primers.
Forward and reverse primers were designed against plasmid pNL4-3 sequence from GenBank accession no. M19921 using Visual OMP software (DNA Software, MI) and set to have target specific Tms of 50°C and 60°C, respectively. Single-base changes in the forward primers were introduced when testing patient samples to better reflect B-clade consensus. The forward primers contain 5'-end target-independent tails which increase the Tm by
10°C to allow touchdown PCR cycling (2). Forward primers also contain single 5' iC and separable fluorophores 6-carboxyfluorescein (FAM) and hexachlorofluorescein (HEX). Primer sequences are given in Table 1.
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TABLE 1. Sequences of primers used in this study
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Three PCR cycling parameters with ramp rates of 20°C/s unless otherwise specified on the Roche LightCycler 1 (Roche, Indianapolis) were used as follows. Parameter 1 involved 2 min at 95°C; 1 cycle of 1 s at 95°C, 1 s at 45°C, and a 1°C/s ramp to 20 s at 72°C; 50 cycles of 5 s at 95°C, 5 s at 55°C, and a 1°C/s ramp to 20 s at 72°C (single read); and melt at 60 to 95°C with a 0.4°C/s ramp (step read). Parameter 2 involved 2 min at 95°C; 1 cycle of 1 s at 95°C, 1 s at 45°C, and 20 s at 72°C; 50 cycles of 5 s at 95°C, 5 s at 55°C, and a 1°C/s ramp to 20 s at 72°C (single read); and melt at 60 to 95°C with a 0.4°C/s ramp (step read). Finally, parameter 3 involved 2 min at 95°C; 1 cycle of 1 s at 95°C, 1 s at 45°C, and 20 s at 72°C; 100 cycles of 1 s at 95°C and 1 s at 55°C to 20 s at 72°C (single read); and melt at 60 to 95°C with a 0.4°C/s ramp (step read).
The PCR cycling parameters on the ABI Prism 7900 (ABI, Foster City, Calif.) real-time thermal cycler were 2 min of denaturing at 95°C and 1 cycle of 5 s at 95°C, 5 s at 45°C, and 20 s at 72°C, followed by 45 cycles of 5 s at 95°C, 5 s at 60°C, and 20 s at 72°C with optical read. A thermal melt at a 7% ramp rate with optical read from 60 to 95°C was performed directly following the last 72°C step of thermal cycling.
Analysis software.
To obtain quantitation curves and to curve fit unknowns, two channel fluorescence data were exported as text files from the Roche LightCycler-1 analysis software (version 5.32) or from the ABI 7900 Prism SDS software (version 2.1) and then analyzed with MultiCode-RTx analysis software (EraGen Biosciences, Inc., Madison, WI). The RTx software imports data from most commercially available real-time instruments and performs cycle threshold and melt curve analyses to determine signal decrease during the amplification and signal change during the melt. An Excel (Microsoft, Redmond, WA) spreadsheet was used to analyze and produce
Cts.
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To test for assay robustness, the M184V- and K65R-specific assays were performed using four cycling conditions on two instruments as described in Materials and Methods. Mixtures of cloned DNA targets were tested to obtain Ct curves. We used 10-fold increases and decreases of both mutant and wild-type DNA targets from 103 to 107 copies per reaction with a total of 107 copies per reaction. This setup provided mixtures that varied in wild-type and mutant targets from 0.01 to 100%. We then determined linear regression analyses for individual channels of log[copy number] versus Ct. Each condition for M184 afforded tight r2 values which varied from 0.991 to 0.998 for the wild-type M184M channel and 0.990 to 0.997 for the mutant M184V channel (Table 2). Linear regressions for the K65 system had r2 values, which varied from 0.949 to 0.995 for the wild-type K65K channel and 0.977 to 0.994 for the mutant K65R channel. By measuring the difference between the Ct channels of wild-type and mutant (defined as
Ct),
Ct standard curves were established for each condition (Fig. 2). These could be used to determine the makeup of unknown sample mixtures.
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TABLE 2. Standard curve slope and linear regression r2 values from runs with varying cycling conditions and instruments.
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FIG. 2. Ct versus fraction mutant plots for real-time PCR runs with various cycling conditions and instruments. Fraction Mut is the fraction of mutant DNA template in a mixture with wild-type DNA at a total concentration of 107 copies. Ct is the Ct of the mutant channel fluorescence the Ct of the wild-type channel fluorescence on the LightCycler or the ABI 7900. (A1 to A4) K65R. (B1 to B4) M184V. The experiments shown in A1 to A3 and B1 to B3 were performed on the Roche LightCycler, and those shown in A4 and B4 were performed on the ABI 7900. See Table 2 and Materials and Methods for details on cycling conditions.
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FIG. 3. M184 transcript analysis. A series of mixtures of M184V and wild-type RNA transcripts containing 100% M184M or 1, 10, 40, 60, 90, 99, or 100% M184V at a total concentration of 2 pM were assayed using the M184 RTx system and ABI 7900. Real-time PCR fluorescence in relative fluorescence units (RFU) versus PCR cycles (left) and negative first derivative of melt fluorescence with respect to temperature (dRFU/dTemp) versus temperature in °C (right) for M184M channel (A) and M184V channel (B) are shown. Samples containing either 1% M184M or 1% M184V (asterisk) could be distinguished from those lacking either target. NTC, no-target control.
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FIG. 4. M184 viral RNA analysis. A series of mixtures of M184V and wild-type HIV-1 viral RNA containing 100% M184M or 1, 10, 40, 60, 90, 99, or 100% M184V were assayed using the M184 RTx system and ABI 7900. Real-time PCR fluorescence in relative fluorescence units (RFU) versus PCR cycles (left), negative first derivative of melt fluorescence with respect to temperature (dRFU/dTemp) versus temperature in °C (middle), and standard curve with linear regression (right) for M184M channel (A) and M184V channel (B) are shown. Samples containing either 1% M184M or 1% M184V (asterisk) could be distinguished from those lacking either target. Note that late nonspecific amplification in the no-target control (NTC) reaction of the M184V channel is distinguished by the melt Tm.
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Ct curves for each of the series and overlaid the results. The results indicate that the RTx system allows for percentages to be determined even as the overall concentration changes over 4 orders of magnitude and suggests that quantitation of the mixed viral populations may not need to be determined prior to mixed-population analysis (Fig. 5).
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FIG. 5. Ct analysis of different total concentration fraction series. The RNA target mixtures as described in the legend to Fig. 2 were diluted in a 10-fold series from 103 to 107 total copies. The samples were then tested using the M184-specific RTx assay on the ABI Prism 7900. Ct values were determined for each sample, plotted versus the fraction of M184V in the mixtures, and overlaid.
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TABLE 3. M184 RTx genotyping data for HIV-1 RNA extracted from subject plasma samplesa
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Using this method, we demonstrated the ability to quantitate mixed populations of nucleic acid targets specific to HIV-1 and drug-resistant variants of HIV-1 that differ by a single nucleotide change, even when the minority species is present at 1 part in 10,000. The method was tested on two of the most important drug selected mutations, M184V and K65R. The ability to quantitate the K65R mutation even when it is a minor species is of particular importance since most of the nucleoside and nucleotide inhibitors select for this mutation. The method was also shown to be extremely robust. Data using four different cycling parameters for both assays demonstrated high levels of specificity. In addition when the total concentration of targets fluctuated from 103 to 107, the difference in Ct values for any given mixed population stayed constant. Combined, the results indicate that the method may have uses in a wide variety of applications.
These preliminary results led us to test the RTx method on a set of 13 samples from HIV-1-infected individuals. The results were evaluated by comparison to those previously determined using LiPA. Ten of the RTx results showed 100% concordance with LiPA, while 3 showed some minor inconsistencies in population percentages. Reasons for these population differences are unclear, since the level of mixtures should be within the range of both methodologies. Further studies are under way to perform single-genome sequencing on the samples.
Other methods for biallelic polymorphism testing from pooled samples exist. The first was discussed by Kwok et al. (13). Since then, a large number of other techniques have been proposed to further simplify mixed-population studiessome more complicated then others (1, 4, 5, 7, 16, 22, 25, 28, 29). But easy-to-use and ultraspecific methodologies do not seem to be available for mixed-population quantitative testing. One method called "needle-in-a-haystack" exceeds the specificity described here with sensitivities down to 1 in 106 yet requires complicated multiple steps (27). Other real-time PCR methods that are easy to use such as SYBR green have been used for mixed-population analysis (4). However, SYBR green methodology does not allow for the simultaneous real-time detection of multiple targets which limits the specificity. For example, SNP allele frequency was measured be dividing the pools between two PCR each containing a primer pair specific to one or the other variant. Mismatch amplification under these conditions is typically delayed by 10 cycles. Mixtures of 19:1 could be identified using the multiwell approach. This level in mixture detection range may be due to well-to-well variation, lack of competition between primers for the target, or reaction conditions. There are other techniques that enable differential fluorescent labeling of the primers (15, 26). These should also allow for mixed-population genotyping, yet to our knowledge there are no published reports that demonstrate specificity near what is described for the RTx method. Other techniques employing amplicon-specific hybridization probes are well entrenched within the science community (10, 24). Ironically this is due to the perception that probes are needed to gain specificity. Yet no literature reports showing single-base specificity in mixed populations below the standard 50:50 SNP studies could be found. This is not to say that these probe-based systems could not be used in such studies, but the limits placed on hybridization methods may make this difficult (12). This being said, an approach which combines allele-specific PCR and the TaqMan real-time probe hybridization system was able to detect a single base change in a mutant DNA target in a sample with 1,000-fold-greater wild-type targets. Yet both targets (wild type and mutant) could not be detected simultaneously since the hybridization probe was not discriminatory and ratios of the two species were not determined (6). Previously, our group has used a method called LiPA to analyze mixed populations of HIV-1 (9, 22). LiPA, which requires post-PCR handling, has the benefit of analyzing multiple targets simultaneously. Yet we found that LiPA was unable to detect the K65R target and could not reproducibly detect subpopulations below 4%. The MultiCode-RTx system is a faster method and allows for a higher level of analytical specificity. In addition, we have shown that the RTx system can quantitate both wild-type and mutant populations. The LiPA system is a solid-phase post-PCR methodology and therefore is semiquantitative.
The MultiCode-RTx method presented is not a substitute for sequencing of course. Since only one site can be analyzed per assay, the RTx method is not appropriate for scanning entire genomes and the mutation tested must be previously known. The method also cannot determine the linkage of mutations present at low frequency on the same genome as heteroduplex tracking assays can. Yet RTx should be useful in a wide variety of other applications, such as early detection of emerging drug-resistant strains, determining allele frequency of biallelic polymorphisms in pooled samples, and early detection of cancer in patients. Our results show that RTx may have utility in drug development or clinical testing when it relates to HIV resistant strain emergence. It should be noted, however, that the primers and targets used to construct the results did not take into account the diversity of all the HIV targets that could be found in a clinical setting. Efforts are under way to address the diversity issue using two approaches. The first employs primers that bind noncontiguous regions of the HIV genome. This approach allows highly polymorphic regions to be bypassed. At lower temperatures where hybridization of noncontiguous regions to the target occurs, primer extension can take place. After duplex formation, priming sites that are identical to the primer are formed. In subsequent rounds of PCR, the annealing temperature is increased to the Tm of the primers and exponential amplification begins. The second and more standard approach is introduction of degenerate bases; particularly at the third position of the amino acid codon. The specificity of either approach still needs to be determined using larger sample numbers, but the data so far show promise for RTx HIV-1 mixed-population analysis.
Present address: Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, GA 30322. ![]()
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3' exonuclease activity of Thermus aquaticus DNA polymerase. Proc. Natl. Acad. Sci. USA 88:7276-7280.
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