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From the Molecular Diagnostics Laboratory,
* Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland; and Cepheid,
Sunnyvale, California
| Abstract |
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Ct) is expected to represent the ratio of the two populations of mRNAs and ultimately the percentage of neoplastic cells present. We tested whether this BCR-ABL fusion detection system could be used as a clinical diagnostic tool for monitoring patients with minimal residual disease of chronic myelogenous leukemia. We report similar performance characteristics, including limit of detection, specificity, sensitivity, and precision, of this automated BCR-ABL fusion detection system to those of a manual TaqMan reverse transcriptase-polymerase chain reaction-based test. | Introduction |
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Classic cytogenetics (chromosome G-banding) is still considered essential to establish a new diagnosis of CML. In addition to its high specificity in detecting the presence of the t(9;22) translocation, this technique provides the benefit of uncovering other chromosomal abnormalities, thus allowing for more reliable prognostication. Generally, the utility of chromosome banding for monitoring minimal residual disease is limited by the need for satisfactory cell culture for visualization of the metaphases.4 Furthermore, the relatively low number of cells examined (usually 20 metaphases) results in sensitivities similar to those of the routine histological examination of the bone marrow for the presence of leukemic cells (5%).5 Sensitivity can theoretically be increased by about 10-fold (to 0.5% leukemia cell content detection) by using fluorescence in situ hybridization and examining 200 white blood cells (WBCs); however, the practical sensitivity of interphase fluorescence in situ hybridization is only about 1%.6
To date, reverse transcription-polymerase chain reaction (RT-PCR) is considered the most sensitive technique available for detecting low copy numbers of the BCR-ABL gene fusion, and the combination of RT-PCR with real-time fluorescence detection allows for reliable quantitation of the fusion mRNA. The reported sensitivity for the RT-PCR method varies, but it is estimated at one leukemia cell out of 105 to 106 normal white blood cells.7 There are several "home-brew" and commercially available RT-PCR-based BCR-ABL detection methodologies used by molecular diagnostic laboratories, each requiring internal validation for the specific laboratory and giving rise to laboratory-specific data. Despite some earlier standardization efforts,8, 9 the apparent lack of consensus on standardization makes interlaboratory correlation of data difficult.
Monitoring of minimal residual disease in CML using RT-PCR-based molecular techniques confers the ability to assess initial response in patients undergoing drug therapy or after bone marrow transplantation. It also can alert physicians of potential relapses even in cases with complete cytogenetic remission. This information is invaluable to adjust treatment plans and bears important prognostic significance.10, 11 Moreover, it has recently been established that the degree of molecular response at the time of or after achieving complete cytogenetic remission is an independent prognostic factor for progression-free survival.12
Cepheid recently introduced its GeneXpert-based assay for the identification of leukemia cells harboring the BCR-ABL gene fusion from blood samples. This self-contained automated instrument integrates microfluidic sample preparation with RT-PCR-based, real-time fluorescent signal detection.13
Virtually all of the reagents used for both the RNA preparation and the subsequent RT-PCR and PCR steps are lyophilized into a disposable multichambered cartridge, potentially decreasing both reagent- and pipette-related bias. The sample is transferred through the chambers during the extraction process by the pumping action of a central piston; subsequently, the purified RNA reaches the detection chamber where the reverse transcription, the multiplexed amplification steps, and the fluorescent signal detection take place. The difference in the measured BCR-ABL and ABL Ct (threshold cycle) is calculated by the instruments software and interpreted as positive, negative, or invalid. This difference between the BCR-ABL Ct and ABL Ct (
Ct) is expected to represent the ratio of the two populations of mRNAs and ultimately the fraction of neoplastic cells present.
We tested whether this new BCR-ABL fusion detection system could be an alternative to current clinical diagnostic tools for monitoring CML patients for minimal residual disease. We have compared patient test results obtained with this new cartridge-based system and with our clinical analyte specific reagent (ASR) test to define specificity, sensitivity, and correlation between the two methods using standard curves based on plasmid DNA standards. We have also compared additional performance characteristics, including limit of detection and precision for the two systems using normal blood samples spiked with either K562 cells or BCR-ABL Armored RNA.
| Materials and Methods |
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Fresh blood samples, donated by a healthy volunteer, were confirmed as negative for BCR-ABL fusion by both assays and were used as matrix for the spiking experiments. Automated white blood cell counts were obtained for all three venipuncture samples [mean WBCs = 6.39 (±0.22) x 1000/µl]. GeneXpert runs, as well as the RNA isolation protocol for the reference assay, were always performed within 24 hours from the time of venipuncture, the blood samples were kept refrigerated, and the RNA samples were stored at 80°C to minimize the possibility of RNA degradation.
All samples were tested in duplicate using both the cartridge-based system and the clinical ASR assay. Samples with ambiguous results on the cartridge-based tests (positive-negative, invalid-positive, invalid-negative) were subjected to a third run, and the consensus result was used.
GeneXpert cartridges and reagent solutions (proteinase K, lysis buffer, wash buffers 1, 2, and 3) as prepacked kits and in bulk were provided by Cepheid (Sunnyvale, CA). The M-BCR FusionQuant kit and the ABL and BCR-ABL plasmid standards (FusionQuant Standard) were purchased from Ipsogen (Marseille, France). The b2a2 Armored RNA standards were generously provided by Ambion (Austin, TX).
K562 cells (ATCC) were grown in Iscoves Dulbeccos modified medium containing 10% fetal calf serum and 1.5 g/l L-glutamine (Gibco BRL, Gaithersburg, MD) at 37°C, 5% CO2 atmosphere. The K562 cells were harvested by centrifugation (5000 rpm for 5 minutes) at room temperature and resuspended in ice-cold phosphate-buffered saline. Automated cell counts were obtained for both the K562 cells and the blood samples, and aliquots containing K562 cells were mixed into 2400 µl of fresh blood. Three 200-µl aliquots were taken for the GeneXpert assays, and the remaining blood was subjected to the RNA purification protocol for the FusionQuant assay. For the lowest K562 cell number samples, the 200-µl blood aliquots were individually spiked with five or 12 K562 cells to ensure even distribution of the neoplastic cells. On the high neoplastic cell number end of the experiment, we substituted parts of the 200-µl volume of normal blood with phosphate-buffered saline. This ensured that in the samples spiked with 120,000 and 1,200,000 K562 cells, the overall WBC number remained constant, and failed runs could be avoided. For example, we have noted that at very high white blood cell counts (eg, 200-µl samples with over 190,000 WBC counts) repeated runs resulted in error messages, whereas 10-fold dilution of these samples with phosphate-buffered saline led to valid runs. Likewise, fresh blood was spiked with aliquots of Armored BCR-ABL RNA (b2a2). The GeneXpert assays were run according to the manufacturers protocol. Briefly, 200 µl of whole blood was mixed with 40 µl of proteinase K and incubated at room temperature for 1 minute. Subsequently, 1000 µl of lysis buffer was added, mixed by vortexing for 10 seconds, and incubated at room temperature for 10 minutes. One thousand microliters of 100% ethanol was added, mixed by vortexing for 10 seconds, and loaded into the cartridges.
The FusionQuant Kit (FQPP-10 M-BCR) clinical ASR assay was run according to our standard laboratory protocol. The kit contained a primer/probe mix and standards for the BCR-ABL fusion. A primer/probe mix and standards for ABL were used as control. Briefly, total RNA was extracted from 1.5- to 3-ml volumes of the peripheral blood samples using the QIAamp RNA Blood Mini Kit (Qiagen, Valencia, CA). A final volume of 25 µl of reaction mix containing QuantiTect Probe RT-PCR Master mix, primer/probe mix, and QuantiTect RT mix and 300 ng of RNA was distributed in 96-well plates. The plates were loaded and run on a TaqMan 7900 real-time thermal cycler (Applied BioSystems, Foster City, CA). For each run, BCR-ABL and ABL plasmid DNA-based standard curves were generated, and actual copy numbers were determined for both the BCR-ABL fusion gene and the ABL gene. The ratio of the two populations was reported as [BCR-ABL copies/1000 ABL copies] unless noted otherwise. The data were analyzed and graphed using Microsoft Excel (Microsoft, Redmond, WA) and MedCalc (MedCalc Software, Mariakerke, Belgium) software.
| Results |
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Ct (BCR-ABL Ct ABL Ct) in an environment most similar to clinical samples, we spiked different numbers of K562 cells into normal blood as described in Materials and Methods. Two hundred-microliter aliquots of these samples were run on the cartridge-based system in duplicates or triplicates in two separate experiments. The data were combined, and
Ct values calculated and plotted against K562 cell numbers (Figure 2A
Ct values appeared to be skewed (1.7 ± 0.14 and 1 ± 0, respectively), because a positive control run of K562 cells only (without normal blood matrix) resulted in a
Ct value of 1.5, representing the highest possible BCR-ABL to ABL ratio (and lowest possible
Ct value) for any mixture of K562 cells and normal WBCs. The
Ct values in the range of 12 to 12,000 K562 cells/200 µl of blood showed linearity on a semilogarithmic scale with a good fit (R2 = 0.9918) (Figure 2B
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Ct values for each spiked sample (Figure 2A
Ct values obtained by the clinical ASR test exhibit a potential systemic error absent from the GeneXpert system. This may have contributed to the presence of two outliers (at five and 50 K562 cells) and the calculated negative
Ct values at high K562 cell numbers. The results obtained by both methods were expressed as the ratio of BCR-ABL fusion mRNA copy number and ABL mRNA copy number (BCR-ABL copies/10,000 ABL copies) and were correlated (Figure 2C)
Determination of Precision for the GeneXpert System and the Clinical ASR Assay
To determine the coefficient of variation (CV) value for the GeneXpert system, we ran eight 200-µl samples of fresh normal blood containing 5000 copies of Armored RNA (b2a2 fusion) each. The resulting Ct values were used to calculate BCR-ABL and ABL copy numbers using the respective equations established for the plasmid-based standard curves. The replicate copy number values were averaged and the ratios of BCR-ABL copy numbers to ABL copy numbers were calculated and recorded in the [BCR-ABL/1000 ABL] form. The CV value for the reference assay was similarly calculated using the ratios of [BCR-ABL copy numbers] and [1000 ABL copy numbers], obtained for the same aliquot of a positive control RNA sample assayed 16 times. The resulting CV values were similar for the two assays (40.2 and 42.5%, respectively).
Sensitivity, Specificity, and Correlation between the GeneXpert and the FusionQuant Assays Based on Analysis of Clinical Samples
We tested 53 patient peripheral blood samples by both the reference clinical ASR and the GeneXpert methods. The negative control patient group included five healthy bone marrow donors, two patients with acute lymphoblastic leukemia, two with Hodgkins lymphoma, one with acute myelogenous leukemia, one with mucosa-associated lymphoid tissue lymphoma, one with multiple myeloma, and one with follicular lymphoma. The remaining 40 clinical samples were obtained from patients with established diagnoses of CML (39 patients) or Philadelphia chromosome-positive acute lymphoblastic leukemia (one patient).
All 13 negative control samples tested negative by both methods (100% specificity for both methods), and an additional six clinical samples proved negative by the clinical ASR assay but only five of those by the cartridge-based method, resulting in an overall specificity of 94.7% for the latter method as compared with the reference ASR assay. (Note: The "false-positive" result was obtained from two positive runs with BCR-ABL Ct values of 30.5 and 29.8 and one negative run with no BCR-ABL signal.)
Thirty-four clinical samples tested positive with our clinical ASR kit. Thirty-one of those were also detected as positive by the cartridge-based assay (91.2% sensitivity). Deming regression analysis16
of the positive values obtained by both methods confirmed a linear relationship between the two datasets generated by the clinical ASR assay and the GeneXpert method, respectively, and indicated constant bias (Y = 0.1756 + 0.9995X) (Figure 3A)
. A Bland-Altman difference plot17
was also generated for these datasets, and the distribution of data was consistent with a classic percent difference plot indicating systematic error only (Figure 3B)
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| Discussion |
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Recently, Cepheid adapted its proprietary cartridge-based automated real-time RT-PCR system for the detection of the BCR-ABL fusion mRNA. We compared this cartridge-based automated system to determine whether it could be a useful alternative to our current clinical ASR assay for monitoring patients with minimal residual disease of chronic phase CML. Standard curves were generated for both systems using the FusionQuant (M-BCR kit; Ipsogen) plasmid sets, showing linear relationships between copy numbers and BCR-ABL Ct or ABL Ct on semilogarithmic scales. The equations defining these standard curves were later used to calculate absolute BCR-ABL and ABL copy numbers for direct comparison of the two assays. These standard curve experiments established that the Ct values obtained by the GeneXpert measurements reliably (similar equations for both BCR-ABL and ABL standards) and highly correlated (R2 values over 0.99) with those obtained by the reference assay (Figure 1)
. It should be noted that the manufacturer provides a lot-specific efficiency value (E
Ct) to translate
Ct to relative copy number for each lot of cartridges.14
Using this number one can calculate the BCR-ABL/ABL ratio without resorting to creation of a dilution curve.
K562 cell spiking experiments determined that the limit of detection for the GeneXpert system was 12 neoplastic cells (95.2% confidence) corresponding to the detection of one leukemic cell out of 105 white blood cells. This resolution is very similar to those reported for other RT-PCR-based clinical assays.7, 12
The cartridge-based assay showed a linear relationship between
Ct (BCR-ABL Ct ABL Ct) over three logs (between 12 and 12,000 K562 cells/1.2 x 106 WBCs). Importantly, detecting and quantifying neoplastic cells in this range is essential for monitoring minimal residual disease.12
Interestingly, the clinical ASR kit results for the same samples showed larger bias, presumably due to the physically separate reactions for BCR-ABL and ABL detection. Still, the overall comparison of the
Ct versus K562 cell number plots for the two systems showed similar slopes and regression analysis indicating a linear relationship between data expressed as relative copy numbers for the two systems (Figure 2)
. The apparently lower degree of correlation for this spiking experiment as compared with correlation seen in Figure 1
can be explained by the larger biases seen with both assays for more complex biological samples and the logarithmic calculations involved in getting the results in the [BCR-ABL copies/1000 ABL copies] form. At higher K562 cell numbers (120,000 and 1,200,000, respectively), the results appeared to be distorted with similar or even lower
Ct values as compared with the
Ct obtained by testing of K562 cells only (without normal blood matrix), representing the highest possible BCR-ABL to ABL ratio (and lowest possible
Ct value) for any mixture of K562 cells and normal WBCs. Goldman predicted this phenomenon, attributable to the high proportion of ABL detected from within the BCR-ABL fusion product itself, for similar primer-pair designs.7
Despite this potential drawback, the use of ABL as the control gene is supported by data showing the least variation of expression between normal and leukemic samples as compared with the larger expression differences seen for ß-glucuronidase and ß-2-microglobulin genes.21
Furthermore, it is highly unlikely to influence significantly the relative quantitation of the fusion products at the low copy numbers seen with minimal residual disease. More recent studies, however, suggest that ß-glucuronidase might be a more reliable internal control for BCR/ABL quantitation.22, 23
The GeneXpert system employs four discrete PCR/fluorescence detection bays. In addition, each cartridge serves as a separate device for RNA purification and contains mixtures for complex PCR reactions. For these reasons, each run can be considered completely independent from any other, most similar to runs in day-to-day variation studies conducted for clinical chemistry assays. Comparison of CV values obtained for the two systems showed remarkable similarity (FusionQuant 42.5% and GeneXpert 40.2%), despite the fact that the cartridge-based assay used a less pure substrate (spiked whole blood versus purified RNA in the clinical ASR assay), with potential bias originating from the RNA purification cycles and the variability inherent in each cartridge and each bay of the automated instrument serving as a distinct PCR machine and fluorescence detector. These CV values were based on calculated relative ratios for both systems and represented significantly higher variance compared with those calculated from primary Ct data (ABL Ct CVs of 5.2 and 3.5% and BCR-ABL Ct CVs of 4.7 and 3.9% for the GeneXpert and FusionQuant methods, respectively). We did not see any difference between cartridges of the two different lots available to us for this study. This finding is in agreement with the experience from a large precision study.14 The GeneXpert system showed high sensitivity (91.2%) and specificity (95%) as compared with the clinical ASR reference method, based on the simplified result reporting (positive, negative, or invalid) of the system software. The few false-negative samples either yielded no BCR-ABL signal (BCR-ABL Ct = 0) or were interpreted as negative by the software due to the preset threshold (BCR-ABL Ct must be less than or equal to 3214 ). Further studies may be needed to fine tune criteria for reporting results as negative. The corresponding clinical ASR assay results for these false negatives invariably fell below 0.05 BCR-ABL copies/1000 ABL copies, which is considered the limit of detection for this assay in our laboratory. A Bland-Altman percent difference plot showed only systematic bias, indicating that the two systems would be interchangeable assuming that the differences within the mean ± 1.96 SD limits are clinically acceptable.
The GeneXpert system has the obvious advantage of near full automation over conventional commercial or home-brew BCR-ABL assays. The hands-on assay setup time is less than 30 minutes, including 10 minutes incubation time (for one to four assays), and the total test time is about 2.5 hours. The lack of need for batch processing (random access) confers the ability for on-demand testing. Another benefit of the system is that most of the chemistries used for both the RNA preparation and the subsequent RT-PCR and PCR steps are lyophilized into the disposable multichambered cartridge, potentially decreasing both reagent-related and human errors. The machine has a simplified interface, reporting results as positive, negative, or invalid but also collects and stores Ct values (BCR-ABL Ct and ABL Ct), rendering it suitable for more detailed quantitative analysis of the data.
We have established the limit of detection as one K562 cell detected out of 105 WBCs for the GeneXpert assay. This means that any samples with more than 500 WBCs/µl should be detectable as positive if containing neoplastic cells at or above the 1:105 ratio. Samples with lower than 500/µl WBC counts should not be applied without some preparations to increase WBC concentration. Despite this potential shortcoming of the GeneXpert system, we did not find significant differences in the sensitivity of the two methods using the clinical samples (probably because all of the 54 samples examined had WBC counts above 500). Although the FusionQuant system uses 1.5- to 3-ml blood samples to start with, the input of total RNA into the RT-PCR reaction is optimized around 300 ng. Our total RNA purification method yields approximately 3.8 pg of RNA/K562 cell. The 300 ng of total RNA would thus represent around 80,000 cells in our clinical ASR assay assuming that the total RNA content is similar in K562 cells and in normal WBCs. This would allow for a detection limit of approximately one neoplastic cell in nearly 105 cells. Increasing the starting blood volume does not necessarily increase sensitivity in the clinical ASR either. On the other hand, the detection limit of one neoplastic cell out of 105 WBCs achieved by the GeneXpert assay corresponds to the above value as well as to the limits of detection reported for other methods.7, 12 In addition, the question of the clinical significance of the least detectable amount of BCR/ABL fusion is still not resolved. At the same time, we think that the GeneXpert system in its current form cannot completely replace other conventional methods (like FusionQuant), and those patients with negative GeneXpert results could benefit from reflex testing with FusionQuant or other established methods. The availability of a parallel method is also required by the lack of minor breakpoint BCR/ABL detection capability of the GeneXpert system.
By providing faster turnaround times, requiring less hands-on time, fewer technical skills, and offering the possibility of more convenient cross-laboratory standardization, this assay system could provide benefits over currently used home-brew or commercial BCR-ABL fusion detection methods. Among the limitations of this cartridge-based assay are that only major breakpoint chemistries are available at this point, and there may be a drop in sensitivity at extremely low copy numbers. Running negative samples in replicate may enhance sensitivity. In summary, our experiments indicate that the GeneXpert BCR-ABL assay has similar overall performance characteristics to those of the FusionQuant kit-based ASR clinical assay.
| Acknowledgments |
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| Footnotes |
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Materials and equipment provided by Cepheid.
Accepted for publication October 4, 2006.
| References |
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