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Journal of Clinical Microbiology, August 2005, p. 3779-3787, Vol. 43, No. 8
0095-1137/05/$08.00+0 doi:10.1128/JCM.43.8.3779-3787.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Advanced Technology Unit, bioMérieux, 69280 Marcy l'Étoile, France,1 CRSSA Emile Pardé, 24 avenue des Maquis du Grésivaudan, 38702 Grenoble, France2
Received 19 November 2004/ Returned for modification 1 February 2005/ Accepted 19 April 2005
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Between 80 and 92% of aseptic meningitis cases with an identified etiologic agent are currently attributed to human enteroviruses (29). These viruses belong to the Enterovirus genus of the Picornaviridae family, which includes 64 nonpoliovirus serotypes and 3 poliovirus serotypes. Other clinical manifestations due to these single-stranded positive-sense RNA viruses are varied and include acute respiratory illness; meningoencephalitis; myocarditis; hand, foot, and mouth disease; neonatal multiorgan failure; and acute flaccid paralysis (24).
The genus Flavivirus of the family Flaviviridae comprises over 70 single-stranded positive-sense RNA viruses that are transmitted by arthropods. Of the 40 flaviviruses associated with human illness, tick-borne encephalitis virus (TBE), West Nile encephalitis virus (WN), Japanese encephalitis virus (JE), Murray Valley encephalitis virus (MV), and St. Louis encephalitis virus (SLE) cause infections of the CNS. These viruses used to have restricted niches but are now spreading across the world, as demonstrated, for example, by the West Nile virus outbreak in New York City (2), which subsequently spread to the whole of the United States and Canada.
Nucleic acid amplification techniques, and especially PCR, have revolutionized the diagnosis of CNS viral infections (10, 11). While virus isolation is efficient for the diagnosis of meningitis due to enteroviruses, this method is insensitive for cases due to herpes simplex virus and arboviruses (9). Furthermore, virus isolation takes time and requires costly facilities and trained personnel. Many different amplification strategies that mostly use virus-specific primers in a series of independent PCRs or consensus primers have been reported. Human herpesviruses have also been detected by multiplex PCR (5, 13, 25, 34).
The use of consensus PCR primers that exploit sequence homology between related viruses has been reported for all three families of viruses. The amplified product is then identified by DNA sequencing, hybridization with specific probes (1) or restriction enzyme analysis (34). All known human herpesviruses were amplified in two assays (16) and in one assay (30, 34) by using primers localized in the DNA polymerase gene. Enterovirus RNA has been detected with primers localized within the highly conserved 5' noncoding region (NCR) (18). Many universal flavivirus assays targeting the NS5 region have been published (21, 26, 31, 33), with virus-specific PCRs available for JE and WN (8, 33) and for SLE (21, 22).
Different CNS infections result in similar neurological symptoms, which make diagnosis difficult. While there are numerous publications on the separate molecular detection of each of these virus families, only a few authors have reported on the simultaneous detection of herpesviruses and enteroviruses (7, 27, 28), and no method for the detection of all three families has yet been published. Flaviviruses could explain some of the undetermined etiology of neurological infections, as reported for encephalitis (32 to 75%) (12, 14, 19, 32).
This paper describes a diagnostic tool that uses a DNA probe array for the simultaneous detection of viruses from three different families whose members cause CNS diseases that sometimes have similar clinical manifestations and its analytical validation with prototype species from the three families. The approach that we report here first uses broadly reactive primers for each family and then uses the DNA probe array technology to differentiate between virus species within each family.
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Nucleic acid extraction. Viral nucleic acids were extracted by use of a DNA Blood mini kit (QIAGEN, Courtaboeuf, France) for DNA viruses and a QiAmp Viral RNA mini kit (QIAGEN) for RNA viruses, according to the manufacturer's instructions. Briefly, for DNA viruses, 100 µl of sample was mixed with 100 µl of phosphate-buffered saline and 20 µl of proteinase K. Lysis was then performed at 56°C for 10 min with 200 µl of lysis buffer. After addition of an equal volume of absolute ethanol, the mixture was loaded onto a spin column, which was then successively washed with 500 µl of wash buffers provided with the kit. The purified nucleic acids were then eluted with 100 µl of the elution buffer provided with the kit. The protocol was similar for RNA viruses, except that lysis was done at room temperature for 10 min.
Primers. For the herpesviruses, the DNA polymerase gene was targeted. A pair of consensus primers that allowed the amplification of three herpesviruses (HSV-1, HSV-2, and CMV) were modified from the primers of Johnson et al. (16), HVF (GTGTTGGACTTTGCCAGCCT) and HVR (GTCCGTGTCCCCGTAGATGA). A pair of primers specific to the 5' NCR of enteroviruses, ENTB (GGTACCTTTGTRCGCCTG) and ENTC (CCAAAGTAGTCGGTTCCG) (P. Renaud, E. Guillot, C. Mabilat, C. Vachon, B. Lacroix, G. Vernet, M.-A. Charvieu, P. Laffaire, April 2004, France, patent number WO0202811), that allow the amplification of a region of 500 bp were used. Typing of enteroviruses was done by amplification of part of the 2A and the VP1 genes, as described by Caro et al. (6) Flaviviruses were amplified with a pair of primers specific to the NS5 region, cFD2 (GTGTCCCAGCCGGCGGTGTCATCAGC) and MA (CATGATGGGRAARAGRGARRAG) (31).
RT-PCR. Reverse transcription (RT)-PCR was performed with a Titan one-tube RT-PCR system (Roche Molecular Biochemicals, Mannheim, Germany). Amplification of the three virus families was achieved in three separate reaction tubes, each of which contained primers specific for one family. DNA was added to the herpesvirus tube, and RNA was added to the enterovirus and flavivirus tubes. Each reaction contained 1x reaction buffer, 1.5 mM MgCl2, 5 U RNase inhibitor, 5 U avian myeloblastosis virus enzyme mix and Expand High Fidelity enzyme blend, 0.2 mM deoxynucleoside triphosphates dNTPs, 5 mM dithiothreitol, 27.5 µl of template, and molecular-grade water to a volume of 50 µl. The concentrations of primers were as follows: 0.2 µM for herpesvirus consensus primers and enterovirus primers and 0.15 µM for flaviviruses primers. The same PCR cycling conditions were used for the amplification of DNA and RNA viruses. RT-PCR started with a reverse transcription step at 50°C for 30 min, followed by denaturation at 94°C for 5 min and then 40 cycles each consisting of 30 s denaturation at 94°C, 1 min annealing at 59°C with a touchdown of 0.1°C per cycle, and 1 min extension at 68°C. A final extension of 7 min at 68°C was done. PCR was performed in a GeneAmp System 9700 thermocycler. Typing of enteroviruses was done as described by Caro et al. (6), except that a single-step RT-PCR was performed with the cycling conditions described above with an extension time of 90 s.
PCR product quantitation. Amplicons were quantified with an Agilent 2100 bioanalyzer and a DNA 1000 LabProbe array (Agilent Technologies, Massy, France), according to the manufacturer's instructions. Quantitation was performed with 1 µl of amplification products.
Labeling and cleavage of PCR products. Forty microliters of each of the three PCR products was mixed and first biotin labeled in a mixture containing 2.5 µl of RNase-free and DNase-free water (Sigma, St. Louis, Mo.) and 75 µl of 0.1 M meta-biotinphenylmethyldiazomethyl (bioMerieux) at 95°C for 25 min in a dry bath (4). DNA fragmentation was then performed by incubation of the reaction mixture with 36 mM HCl at 95°C for 5 min in a final volume of 250 µl. Fragmented labeled DNA was purified with a QIAquick 8 PCR purification kit, according to the manufacturer's protocol (QIAGEN), except for the PB buffer, which was replaced by PN buffer provided by the same company.
DNA probe array design. Sequence alignments of the target gene used for the detection of each virus family were constructed with the CLUSTALW program (version 1.4) (35) and included all available sequences of the relevant virus strains. This allowed the selection of probes necessary for the identification of each virus species in the case of herpesviruses and flaviviruses and the genus in the case of enteroviruses. This selection was performed in four steps. First, the amplified portions of targeted viruses sequences were chopped into probes of identical lengths that overlapped by 1 base. Then, probes that were not shared by a high enough proportion of strains from targeted viruses (typically 90%) were discarded. Probes which cross-hybridized with nonrelated viruses likely to be found in clinical samples were also eliminated. Finally, probes which did not cross-hybridize with related viruses within the same family were selected. In this way, species-specific sequences were obtained for herpesviruses and flaviviruses, and both genus-specific sequences and serotype-specific sequences (for typing purposes) were selected for enteroviruses. The repertoire of selected probes was then synthesized on the array by using a 2-L array tiling strategy, which allows the detection of a probe in a sample (36). This strategy consists of the synthesis of two probes of length (20-mers), one perfectly complementary to the original probe, with the other containing a mismatch at a specified position (typically, position 12 for 20-mers) (Fig. 1). The instability of probe-target mismatches relative to the stability of perfect matches is used to discriminate differences between nucleic acid targets through the identification of the probe which gives the highest fluorescence intensity (the match probe). If the signature sequence is present in the specimen, the fluorescence intensity of a majority of match probes will be higher than that of the corresponding mismatch probes. A total of 40,588 different probes have been synthesized on the final array of 0.8 by 0.8 cm with cells of 20 by 20 µm. Table 1 shows the number of probes representing the viruses validated in this study (herpesviruses, flaviviruses, and enteroviruses) and other viruses that have not yet been validated.
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FIG. 1. 2-L tiling strategy. To determine if the reference sequence of a virus is present in the amplification product, two probes are used for each nucleotide of the sequence. These probes, usually 20-mer oligonucleotides, have the same sequence at all except one position, where one probe has the expected base (match probe) and the other one has one of the three other bases (mismatch probe). If the sequence is present, the fluorescence intensity of a majority of match probes will be higher that that of the corresponding mismatch probes.
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TABLE 1. Number of regions and total length of sequence used for the identification of viruses by using the DNA microarray
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FIG. 2. Amplification of HSV-1 (lane 2), HSV-2 (lane 3), CMV (lane 4), West Nile virus (lane 5), and poliovirus 1 (lane 6). Lane 1, molecular weight markers. The PCR products were separated by using an Agilent 2100 bioanalyzer.
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The threshold for identification was determined to be an It/b of 1. This was done by analyzing data from arrays hybridized with negative cerebrospinal fluid (CSF) from patients with cranial trauma (three arrays) and with water (two arrays). The mean It/b of all herpesviruses, enteroviruses, and flaviviruses probes was calculated from the five arrays to be 0.33 (0.20 to 0.80). The threshold was given as the mean ratio added to three times the standard deviation (0.06), which gave a value of 0.5. It was, however, reasonable to use a value of 1 and not below, as it means that the median intensity of the sequence tiled is at least equal to and not below the background intensity. When a particular virus was hybridized on the array, the It/bs obtained for closely related viruses were similar to those obtained for nonspecific hybridization (Table 2). This shows that the sequences represented on the array are virus specific. It should be noted that an additional criterion, the percent base right score, was used to differentiate between HSV-1 and HSV-2 (see below).
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TABLE 2. It/bs obtained with closely related species on the microarray after hybridization of a particular virus (HSV-1, HSV-2, or West Nile virus) on the microarray
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TABLE 3. Detection of HSV-1, PV-1, and WN hybridized on a single DNA microarray
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TABLE 4. Detection of HSV-1 and HSV-2 (virus cultures from patient samples) and of CMV (patient samples) with average base right score and It/b
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TABLE 5. Sensitivity of HSV-1 and West Nile virus detection by DNA microarray and comparison with detection by use of the Agilent array
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TABLE 6. Dynamic range of detection of HSV-2 by DNA microarray
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TABLE 7. Detection of 59 enterovirus serotypes and It/bs obtained with heterologous FV and HV probes
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TABLE 8. Analysis of QCMD Enterovirus Proficiency Panel 2003 by PCR followed by chip analysis
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TABLE 9. Detection of five members of the flavivirus genus by DNA microarray
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All amplicons were quantified by using Agilent probe arrays prior to hybridization on the DNA probe array. It is interesting that detection by the DNA probe array was 10-fold more sensitive than that by the Agilent array, as illustrated in Table 5 for HSV-1 and WN.
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The importance of high-density microarrays in microbiology has been demonstrated in Mycobacterium species identification and antibiotic resistance determination (36), in multilocus typing of Staphylococcus aureus (39), and genotyping of human immunodeficiency virus (15, 20). Oligonucleotide probes, synthesized on the microarray, have been designed to determine every single nucleotide of target sequences in the virus present in a sample being tested. The assay established the percent homology between the microarray signature sequences that are specific to a virus or a subtype and the corresponding sequences of the virus being analyzed. For reliable detection, several regions of the target gene were used for the identification of each virus except enteroviruses, where only one region of 22 nucleotides was found to be a consensus sequence among all strains of all serotypes for which sequences are available. Maximum sensitivity was provided by the use of several overlapping probes for each target sequence. Specificity has also been optimized through the careful selection of probe sequences by excluding sequences that could cross-hybridize with nucleic acids generated by closely related viruses (exclusion perimeter). The assay has allowed the use of consensus primers, which reduces or eliminates the need for multiplexing for the specific identification of each species. In this paper, 3 herpesviruses, 59 serotypes of enteroviruses, and 5 flaviviruses have been detected by using consensus primers.
The concept of the microarray-based reagent allows flexibility in the detection of more viruses than those mentioned here. A single probe array can be synthesized with a large number of signature sequences from many viruses of interest. For instance, other pathogens that infect the CNS, especially in immunocompromised patients (polyomaviruses [JC and BK], measles, EBV, mumps virus, and Toxoplasma gondii), can be amplified in different combinations, depending on the clinical history of the patient, and can be hybridized on the same microarray. Furthermore, the multiplex approach can also be used to reduce the consumption of precious CSF. Such flexibility would have considerable impact on the cost of such a diagnostic tool.
We suggest that this tool be used in the following manner: nucleic acid is extracted from a sample of 200 µl of CSF and used for three amplification tubes. The amplicons are pooled at the step of purification of labeled DNA. Finally, the amplicons resulting from the three tubes are hybridized on a single probe array so that the clinician can know whether the patient is infected with one of these viruses. Mixed infections are rare but can be detected by this method, where hybridization of more than one type of amplicon is possible. Amplicons resulting from WN, PV-1, and HSV-1 have been successfully identified after their simultaneous hybridization on a single array in this study. The availability of an efficient system for the extraction of both RNA and DNA would further reduce the volume of CSF required.
The analytical sensitivity of this method for HSV-1, HSV-2, and CMV detection is 500 Geq ml1. This respects the limit suggested by Linde et al. (23) of 10 to 20 genomes µl1 for HSV-1 detection in CSF. The sensitivities for enterovirus and flavivirus detection were 0.3 TCID50s ml1 and 200 TCID50s ml1, respectively. Detection by this assay was, as expected, more sensitive than agarose gel detection and also than Agilent array detection. Samples that were probably not quantified by the Agilent array because they had a DNA content lower than the limit of 0.5 ng µl1 were successfully identified by the assay. This can be explained by the larger amounts of amplicons analyzed by the DNA microarray than by the Agilent array.
The sequence selected for the DNA array as well as the threshold for It/b determined from negative controls allowed the specific detection of HSV-1, HSV-2, CMV, 59 human enteroviruses, and 5 flaviviruses. No cross-hybridization between viruses of the same family was observed. The two closely related herpesviruses HSV-1 and HSV-2 were identified as herpes simplex type by using the ratio threshold and were then differentiated by using the additional criterion of percent base right score. The threshold for this score was determined by using the percent base right scores for 16 samples of HSV-1 and HSV-2. Primers specific to enteroviruses did not allow the amplification of two strains of rhinoviruses but amplified, probably less efficiently than enteroviruses, parechoviruses 1 and 2. All serotypes of enteroviruses were successfully detected by using a genus-specific sequence. The array also allows the typing of these serotypes by using the VP1 gene. As an example, coxsackieviruses B6 and A17, PV-1, and PV-3 were typed and were correctly identified (data not shown). The typing of four serotypes was given as an example in this paper. The amplicons resulting from the identification primers (5' NCR) and typing primers (2A and VP1) can be pooled and hybridized on the same probe array. Such an approach would confirm the presence of an enterovirus in the case of the emergence of a new serotype.
A few viruses from the Flaviviridae family that may be considered representatives of mosquito-borne and tick-borne viruses were tested and successfully typed on the array. Any cross-hybridization was well below the threshold determined. The use of the highly conserved NS5 region was very appropriate for the selection of consensus primers but also allowed distinction of the different flaviviruses. Three serotypes of dengue virus were tested and could be differentiated by using this region of the flavivirus genome. The use of genus-specific consensus primers and the presence of specific probes on the array would allow the detection of any of the flaviviruses in the case of obscure nonspecific symptoms. Also, this assay can be used for the diagnosis of hemorrhagic fevers. The sensitivity was evaluated with West Nile virus only due to the limited availability of virus samples. However, the lack of cross-reaction between the probes specific for each flavivirus shows that the microarray is very promising for the detection of members of this virus family, which contains many emerging and reemerging members.
The data in this paper show that in the case of herpesviruses and flaviviruses, virus-specific sequences from highly conserved regions of the genome can be obtained. This approach would allow the detection of variants, as the primers would always cover a highly conserved region. The analytical sensitivity of the assay has been evaluated by using selected virus species which are major concerns for public health. Specimens collected in various geographical areas from patients in different clinical settings must now be tested to evaluate the clinical sensitivity of the assay and to confirm its pertinence as a clinical diagnostic tool. We believe that this assay will be useful in explaining the vast numbers of cases of encephalitis with unknown etiologies. Moreover, with the emergence of new pathogens, the determination of causal agents of CNS diseases is becoming increasingly important. This DNA probe array technique, which provides exhaustive typing capabilities for CNS viruses, is especially designed for reference centers, which will be able to use it to confirm infections and to further characterize virus isolates. In that respect, it complements rather than replaces easy-to-use, low-cost reagents that are essential for field detection of these viruses, especially in less developed countries.
We thank François Fournel and Mylène Ribes for their technical assistance, Fanny Poyet, and Hélène Savelli.
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