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Journal of Clinical Microbiology, February 2008, p. 644-651, Vol. 46, No. 2
0095-1137/08/$08.00+0 doi:10.1128/JCM.00801-07
Copyright © 2008, American Society for Microbiology. All Rights Reserved.

Ibis Biosciences, Inc., Carlsbad, California,1 Department of Respiratory Disease Research, Naval Health Research Center, San Diego, California,2 Science Applications International Corporation, San Diego, California3
Received 15 April 2007/ Returned for modification 30 July 2007/ Accepted 30 November 2007
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Adenoviruses show a high degree of variation. Over 50 serotypes have now been identified based on the use of serotype-specific neutralization assays (5). These serotypes are grouped into six species (A to F) according to a number of criteria, including nucleic acid sequence and agglutination properties (2). Although serotypes 4 and 7 are the most prevalent strains associated with adult respiratory infections, other serotypes are also detected in these populations. Many studies have shown that there is genetic diversity within these serotypes (1, 19-21, 33) and that genome typing of individual serotypes can be used to study the biogeographical origin of outbreak strains and can assist in unraveling the epidemiology of an outbreak (19a).
The ability to rapidly detect and serotype adenovirus is crucial for (i) recognizing that an outbreak is occurring, (ii) prescribing appropriate supportive care, (iii) ruling out other disease etiologies, (iv) making decisions regarding quarantining individuals to reduce the spread of the outbreak, (v) following the epidemiology of the outbreak in real time across multiple sites, and (vi) predicting vaccine effectiveness. The conventional methods used for the detection and serotyping of adenovirus include culture and immunofluorescence to identify adenovirus generically, followed by serotype-discriminating microneutralization assays using serotype-specific antisera (24). Serotyping may also be approximated by sequencing the primary antigenic determinants (30). These assays can take from days to weeks to perform and usually must be performed by highly trained personnel, and results are often difficult to interpret. In recent years, there has been a movement toward more rapid molecular techniques, such as PCR-based assays, for the detection and typing of adenovirus in both clinical and military settings (6-10, 22, 25). Studies have clearly demonstrated the utility of PCR and the high-throughput potential of the assays, but most either (i) are specific for detection of only one or a few serotypes or (ii) are able to detect all serotypes but are incapable of discriminating specific serotypes. Limitations are due either to the inadequate amplification range of the primers or the limited information content provided by probes used to detect the amplicons. Further progress has recently been made by combining the speed of PCR with the power of sequencing. Lin et al. recently demonstrated the use of PCR followed by resequencing microarray technology (23). This technique allows the amplification of a wide variety of serotypes and the detection of point mutations and new serotypes. Although this is a powerful method, it still requires complex reagents and technologies and has not yet reached an optimal level of speed and cost.
This work describes the development of a high-throughput assay capable of both broad detection and high-resolution typing of adenovirus. The approach is equally applicable to pure isolates and mixtures derived from clinical or environmental sources. This work is based on a previously described platform that uses PCR coupled with electrospray ionization mass spectrometry (PCR/ESI-MS) (11, 12, 17, 29). Viral DNA present in a sample is amplified using broad-range PCR primers capable of producing unique amplicons from a wide variety of adenovirus serotypes. The key to the technology is the use of MS to quickly and accurately detect the amplicons and "weigh" them with enough mass accuracy to determine the nucleotide base compositions (i.e., amplicon content in terms of the numbers of A's, G's, C's, and T's). This base composition information is then associated with sequence information to identify and serotype of the adenovirus in the sample. Because it takes approximately 1 minute to analyze each PCR by MS, hundreds of samples can be analyzed in a day in a fully automated mode (12, 17). This level of identification in a rapid-throughput assay format provides an opportunity to change the way in which information about viral pathogens can be used in both clinical diagnosis and public health surveillance activities.
Here we demonstrate the use of this assay in a real-world application with the detailed evaluation of samples from a large human subject population and an environmental sample-based study of a closed, military population known to be exposed to adenovirus infection during recruit training. The PCR/ESI-MS assay is a high-throughput, high-information content assay that can be used with a wide variety of sample types to both identify and serotype adenovirus.
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IPC construction. A plasmid-based internal positive control (IPC) was designed and then constructed by an outside source (Blue Heron Biotechnology, Bothell, WA). The control sequence for each primer pair was identical to the target reference sequence (NC_003266.2) except for a 5-bp deletion in the target region. The deleted sequence for PP769 encompasses bases 19756 to 19760, and the deleted sequence for PP943 is bases 18313 to 18317. An IPC was added to each sample at 300 molecules per well unless otherwise specified and was amplified during PCR.
PCR methods. PCR for ESI-MS was performed in 50-µl reaction mixtures consisting of 4 U of AmpliTaq Gold (Applied Biosystems, Foster City, CA), 20 mM Tris (pH 8.3), 75 mM KCl, 1.5 mM MgCl2, 0.4 M betaine, 200 µM deoxynucleoside triphosphates (each) (Bioline USA, Randolph, MA), and 250 nM of each primer (primers obtained from Integrated DNA Technologies, Coralville, IA). The reactions were performed in 96-well plates (Bio-Rad, Hercules, CA) using an MJ Dyad thermocycler (Bio-Rad). The following PCR conditions were used to amplify the sequences used for PCR/ESI-MS analysis: 95°C for 10 min, followed by 8 cycles of 95°C for 30 seconds, 48°C for 30 seconds (increasing 0.9°C each cycle), and 72°C for 30 seconds. The PCR was then continued for 37 additional cycles of 95°C for 15 seconds, 56°C for 20 seconds, and 72°C for 20 seconds. The standard BCE multiplex PCR for adenoviruses was performed as previously described (26).
Clinical sample collection. Within 48 h of arrival for training at the Marine Corps Recruit Depot in San Diego, CA, 271 recruits and 13 support staff were enrolled in the study. Each provided written, informed consent as required by our IRB protocol number CS03. Clinical samples consisted of an oropharynx swab sample as well as a swab sample from the dominant hand of the individual and a blood sample. These samples were collected as described previously (28).
Environmental sample collection. Environmental samples were collected from a wide variety of sites in the living and working areas of the Marine Corps Recruit Depot in San Diego, CA. Environmental samples included air collection samples obtained using either a dry filter unit (DAAD13-03-P-00021, model 1000; Battelle, Columbus, OH) or electrostatic air-filtration systems (Ionic Breeze Quadra, model SI637; Sharper Image, San Francisco, CA). Samples were collected for 12-h periods (one sample per period) from each type of collector. Environmental samples also included stationary surface samples that were collected using Dacron swabs moistened in viral transport medium (Remel, Lenexa, KS). The swabs were placed in additional media for transport and processing. A detailed description of the protocol for collection of these samples, including sample types and collection methods, was described previously (17).
Study site. Clinical and environmental samples were acquired at the Marine Corps Recruit Depot in San Diego, CA, over a 2-month study period from October 2004 to November 2004. In all, over 660 environmental samples and samples from 271 enrolled recruits were collected and analyzed. Details on the study design are reported elsewhere (28).
Sample processing. Viral stock samples consisting of cultured virus or stocks supplied directly from the ATCC were prepared for analysis using the Qiagen (Valencia, CA) QiaAmp virus kit. Both manual (minispin) kits and BioRobot kits were used. Robot-based isolations were done on both the Qiagen MDx and Qiagen BioRobot 8000 platforms. Clinical and environmental samples were also prepared using these same methods. Swab-based samples were prepared by first washing the swabs in 2 ml viral transport medium. Of the resulting solution, 1 ml was passed over a 0.2-µm filter which was then subjected to bead beating in a small amount of lysis buffer (ATL buffer; Qiagen Inc., Valencia, CA). The resulting sample was then prepared using the QiaAmp virus kit (Qiagen Inc., Valencia, CA).
MS and base composition analysis.
Following amplification, 15-µl aliquots of each PCR mixture was desalted and purified using a weak anion-exchange protocol based on the method of Jiang and Hofstadler (18). Accurate-mass (±1 ppm), high-resolution (M/
M, >10,000 full width half maximum) mass spectra were acquired for each sample using ESI, time of flight MS, and protocols described previously (17). For each sample, approximately 1.5 µl of analyte solution was consumed during the spectral acquisition. Raw mass spectra were postcalibrated with an internal mass standard and deconvolved to average molecular masses. Unambiguous base compositions were derived from the exact mass measurements of the complementary single-stranded oligonucleotides (27). Quantitative results were obtained by comparing the peak heights with an internal PCR calibration standard present in every PCR well at 300 molecules unless otherwise indicated (17).
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TABLE 1. Theoretical and experimental base compositions of amplicons generated when primer pairs PP769 and PP943 were used to amplify adenovirus genetic material
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The ability of the system to sensitively detect adenovirus genomic material was tested using adenovirus serotype 4. Genomic material was isolated from adenovirus serotype 4 virus stocks grown in cultured cells. It was not possible to accurately measure the exact quantity of adenovirus genomic material present in the sample by UV spectroscopy since the material contained contaminating DNA from the cell line used for culture. Determination of absolute system sensitivity was therefore performed using the viral titer determined for the stock at the time of collection. Figure 1 shows a dilution-to-extinction experiment. In this experiment, PCR products were detected by gel electrophoresis. The level of detection was less than 100 PFU in all cases, and in most instances, it was 10 or less PFU. Figure 2 shows a similar set of samples analyzed by the PCR/ESI-MS assay. Figure 2A shows that using primer pair PP943, the adenovirus serotype 4 could be detected at a level below 10 PFU. Similar levels of detection were achieved using PP769 (Fig. 2B).
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FIG. 1. Sensitivity of detection of adenovirus serotype 4 and serotype 7 genomic material by PCR using primer pairs PP769 and PP943 as evaluated by gel-based analysis. Serial dilutions of previously quantified adenovirus serotype 4 and serotype 7 genomic material were tested in PCR assays against PP769 and PP943. The resulting amplicons were analyzed by gel electrophoresis. The concentration of material in each reaction is represented in PFU.
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FIG. 2. Sensitivity of detection of adenovirus serotype 4 genomic material by PCR using primer pairs PP769 and PP943 as evaluated by ESI-MS-based analysis. Adenovirus serotype 4 genomic material was present at 10, 100, or 1,000 PFU per PCR. (A) ESI-MS detection following amplification by PP943. (B) ESI-MS detection following amplification by PP769. The two peaks in each spectrum correspond to sense and antisense strands of the PCR amplicons, which separate under the conditions of ESI.
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Although the dynamic range of the PCR/ESI-MS system is 1 to 10,000 genome copies per reaction (17), it is ultimately limited by the dynamic range of both the PCR and the mass spectrometer. Therefore, it was important to determine the maximum level of IPC for each primer pair that still allows for sensitive detection of adenovirus in a sample. A measurable amount of IPC amplification product must be present, but the IPC template cannot mask the detection of low levels of target genomic material. To determine the appropriate IPC concentration, a matrix of concentrations of IPC and of adenovirus serotype 4 was evaluated (data not shown). From this series of tests, we determined that the optimal level of IPC was 300 copies/PCR. Figure 3A shows the ESI-MS spectrum of a sample, following PCR using primer pair PP943, of adenovirus serotype 4 genomic material (
100 genome copies) in the presence of the IPC. Figure 3B shows the spectrum obtained following PCR using PP769. In both cases the mass spectrometer was able to detect
100 genomes per reaction in the presence of the IPC. The approximate quantity of genome in the PCR can be calculated by using the ratio of the amplitude of the detected genomic material to that of the known quantity of IPC added to the reaction.
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FIG. 3. Detection of adenovirus serotype 4a in the presence of an IPC. Approximately 100 genomic copies of adenovirus serotype 4a genome were mixed with 300 copies of IPC in a standard RT-PCR using PP943 (A) or PP769 (B). Peaks in each spectrum correspond to sense and antisense strands of IPC and adenovirus. The masses of the individual DNA strands and the amplicon base compositions are indicated.
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FIG. 4. Detection of adenovirus serotype 4p, using PP769, in the presence of an IPC and a relevant background. (A) Spectrum obtained following PCR/ESI-MS of approximately 100 PFU of adenovirus serotype 4p in the presence of an air background. (B) Spectrum obtained following PCR/ESI-MS of approximately 100 PFU of adenovirus serotype 4p in the presence of a throat background from healthy volunteers.
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A comparison test of the PCR/ESI-MS assay with a conventional PCR assay designed to detect and serotype adenovirus was performed using a number of previously characterized samples (Table 2). These samples consisted of both cultured virus stocks and archived clinical samples. For each sample tested, both the PCR/ESI-MS assay and the standard PCR BCE-2 assay were performed. Table 2 shows the detections from each assay type. Generally, the PCR/ESI-MS assay was able to detect the adenovirus present and identify the serotype. In the case of serotype 1 (species C), the PCR/ESI-MS assay detects the presence of adenovirus but is unable to identify the exact serotype (although it does identify the correct species). In the case of serotype 40 (species F), the PCR/ESI-MS assay is similarly unable to identify the correct serotype. Both of these cases result from the inability of PP769 to prime these specific serotypes. This can be corrected by the use of a more comprehensive assay setup with more primer pairs (data not shown).
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TABLE 2. Comparison of PCR/ESI-MS detections with those of a standard BCE-2 PCR assay
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Table 3 shows the correlation of the detections by both culture and PCR/ESI-MS for each of three distinct cutoff values as well as the specificity and sensitivity values at these same cutoff levels. The cutoff values represent the minimum level of virus (in number of molecules) detected in a sample that would then lead to a declaration of a positive detection by the analysis software. Levels below a particular cutoff value were declared negative. For the majority of the samples and cutoff values, there was an excellent correlation between PCR/ESI-MS and culture. Higher cutoff values led to an apparent increase in false-negative detections (Table 3, Vir+/MS–) and a decrease in false-positive detections (Table 3, Vir–/MS+). However, the strong correlation between the estimated load of genetic material as determined by PCR/ESI-MS and the ability to culture with classic techniques implies that the PCR/ESI-MS detection was actually more sensitive rather than less specific and that the "false" positives were actually true positives that were unculturable (Table 3).
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TABLE 3. Results of culture versus PCR/ESI-MS assay at various detection amplitude cutoffs for 786 clinical and environmental samples
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The PCR/ESI-MS technology described in this work does not require culture and uses molecular-based methods both to detect adenovirus and to identify the serotype of the virus or viruses present. For the assay described here, two primer pairs (PP943 and PP769) were used to amplify adenovirus present in clinical or environmental samples. The base compositions of the resulting amplicons were determined following MS using bioinformatic analysis (12). From the base compositions, the serotype can be assigned. The sensitivity of the primers for both the internal calibrant and a prototypic set of viruses (serotypes 4 and 7) was better than 100 copies/reaction, and the effect of adding a background obtained from either air or throat swabs was minimal.
Evaluation of samples of various serotypes showed that the assay was capable of detection of all tested adenovirus strains. The ability to assign an absolute serotype to the detected adenovirus in each sample provides a level of information currently available only with additional, time-consuming steps. The ability of the assay to detect adenovirus in both clinical and environmental samples was tested in a study comparing the PCR/ESI-MS methodology to traditional detection methods (28). The correlation of the PCR/ESI-MS to the gold standard culture methods was very good (Table 2). Overall, this assay produces more positive detections than does gold standard culture. This is, at least in part, due to the high sensitivity of the PCR-based assay and the ability to detect genomic material rather than PFU. Since the ratio of genome present to PFU is normally much greater than 1.0, one would expect a higher sensitivity in assays directed against nucleic acid. The PCR/ESI-MS assay requires no culture and provides both general detection of adenovirus and serotype determination in a single, fast, easy test. Critically, the PCR/ESI-MS assay runs on a fully automated bench top instrument that can analyze >1,500 PCRs per day, and results from a sample are obtained within 24 h (12). Overall, the PCR/ESI-MS technology will provide a significant improvement relative to current methods for adenovirus detection and serotyping. The quantitative nature of the assay allows for the evaluation of the data at multiple detection cutoff levels to provide enhanced sensitivity and specificity compared to the culture-based system.
The views expressed in this work are those of the authors and do not reflect the official policy or position of the Department of the Navy, Department of the Army, Department of Defense, or U.S. government. This research has been conducted in compliance with all applicable federal and international regulations governing the protection of human subjects in research (DoD protocol NHRC.1999.0002).
L.B.B., T.A.H., B.L., R.R., R.S., S.A.H., and D.J.E. are employed by Ibis Biosciences, the provider of the PCR/ESI-MS technology, and are fully compensated by the company for their contributions.
Published ahead of print on 19 December 2007. ![]()
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