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Journal of Clinical Microbiology, December 2004, p. 5596-5603, Vol. 42, No. 12
0095-1137/04/$08.00+0 DOI: 10.1128/JCM.42.12.5596-5603.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
Practical Implementation of a Multiplex PCR for Acute Respiratory Tract Infections in Children
Paul Gruteke,1*
Afina S. Glas,2
Mirjam Dierdorp,1
Willem B. Vreede,3
Jan-Willem Pilon,4 and
Sylvia M. Bruisten1
Municipal Public Health Laboratory, Municipal Health Service,1
Clinical Epidemiology and Biostatistics, Academic Medical Center, Amsterdam,2
Flevo Hospital, Almere,3
IJsselmeer Hospitals, Lelystad and Emmeloord, The Netherlands4
Received 23 December 2003/
Returned for modification 20 April 2004/
Accepted 27 July 2004

ABSTRACT
Molecular testing for acute respiratory infections (ARIs) has
documented value but limited implementation due to questions
that typically slow the acceptance of new tests. This study
sought to address these questions and achieve implementation.
Rhinovirus was added to a nested multiplex PCR (M-PCR), increasing
its diagnostic yield. Over one winter, three hospital pediatric
departments used the M-PCR to complement their direct fluorescent-antibody
assay (DFA) for respiratory syncytial virus (RSV). Clinicians
recorded "pretest probability estimates" (using continuous scales
for various pathogen groups) for comparison with test results;
treatments and test turnaround times were also recorded. Transnasal
and throat swabs, with or without nasopharyngeal aspirate (NPA),
were M-PCR tested. NPA-containing sample sets found to be RSV
positive by DFA were not further tested. Single PCR for human
metapneumovirus (hMPV) was performed retrospectively. Of 178
ARI episodes representing 172 patients, NPA was included in
97 sample sets; 54 (56%) were determined to be RSV positive.
The other NPA-containing sample sets (
n = 43) yielded 27 findings
(63%), and the swab-only sets (
n = 81) yielded 47 findings (58%);
rhinovirus was found most often. Testing for hMPV yielded seven
positive results. M-PCR median turnaround times were 4 days
in swab-only samples and 5 days with NPA. Antibiotics were prescribed
in 50 episodes, at rates similar for RSV and rhinovirus. Pretest
probability estimates of a viral cause were lower in episodes
caused by rhinovirus than in episodes caused by RSV. The hospitals
continued to use M-PCR for NPA-containing samples found to be
RSV negative by DFA. Test implementation is more likely with
higher diagnostic yield and a protocol that reflects day-to-day
clinical and laboratory operations.

INTRODUCTION
Acute respiratory tract infections (ARIs) in children are a
frequent cause for parents to seek medical help, especially
in the youngest children. Although the course of these infections
is usually benign, hospital admission can be needed, and many
clinical laboratories in The Netherlands routinely perform rapid
testing for respiratory syncytial virus (RSV) by direct fluorescent-antibody
assay (DFA) on nasopharygeal aspirate (NPA) (
5). For the ARIs
that remain undiagnosed, viral culture methods are used but
fill the diagnostic gap only to a limited extent. Studies document
the potential advantages of molecular testing in diagnosing
ARI, especially if it is caused by rhinovirus, but give little
information on its implementation in clinical practice (
1,
11,
16,
20,
24). Laboratories considering introduction of molecular
diagnosis of ARI face questions such as: which pathogens should
be tested for, which methods should be used, should a commercial
test be used, how often should the test be performed, and should
it be restricted to specified categories of patients? As long
as these questions remain, molecular tests for ARI will be introduced
only very slowly into clinical practice. We therefore developed
a noncommercial nested multiplex PCR (M-PCR), based on available
sequence data and literature, to be implemented for both routine
clinical use as well as public health requests. We conducted
the present study to confirm its clinical usefulness, in cooperation
with three hospital pediatric departments. The study was designed
to match with day-to-day practices in the pediatric departments
as well as in their shared clinical microbiology laboratory.
For example, DFA for RSV usually gives a result within hours
upon receipt of sample, so we intended our M-PCR to supplement
that DFA, as suggested previously (L. Liolios and S. Wesselingh,
Authors' Reply to Letter, J. Clin. Microbiol.
40:733-734, 2002).
We included rhinovirus in our M-PCR to increase the number of
diagnosed episodes of illness. Because rhinovirus is not commonly
included in multiplex assays, we recorded clinical symptoms
to document its clinical importance and used the prepresentation
duration of illness as an indicator of severity (
22). We decided
to perform M-PCR testing twice weekly, a frequency the laboratory
considered "affordable" for a prolonged period, although this
choice would lengthen average test turnaround times (TATs) compared
to daily testing. Because our M-PCR is based on well-described
assays, our study was not designed to generate sensitivity and
specificity figures, the classical indices of diagnostic accuracy
(
17). Instead, it was used to explore pretest probability estimates
as a representation of physicians' judgement, borrowing a concept
used in the evaluation of diagnostic decision rules (
10). As
is common in that field, these pretest estimates were recorded
and linked with specific test results to indicate clinical usefulness.
Thus, while evaluating M-PCR in our specific setting, using
obtained numbers of diagnoses and test TATs, we also evaluated
whether pretest probability estimates could help demonstrate
the usefulness of a molecular test for ARI.

MATERIALS AND METHODS
Pediatric departments, patients, and questionnaires.
All pediatric ARI patients treated at three hospitals between
15 October 2001 and 1 April 2002 were eligible to the study
if their attending physician judged that M-PCR could be useful.
The three hospitals were Flevo Hospital at Almere, IJsselmeer
Hospital at Lelystad, and IJsselmeer Hospital at Emmeloord.
Their pediatric departments provide general, not intensive respiratory
care for infants. Their shared laboratory for microbiology,
based in Amsterdam, provides daily road transport to and from
the hospitals, a one-way trip of 35, 65, or 95 km. After written
informed consent was obtained from the parents, transnasal and
throat swabs with or without NPA were obtained as samples from
the children. Decisions regarding requests for routine bacteriology
culture and PCR for
Bordetella pertussis were left to the physician,
as were all other laboratory and X-ray requests. Questionnaires
on presenting symptoms, the starting day, risk factors, initial
diagnosis, and treatment were completed by the pediatric department
staff. In addition, both pediatricians and house staff gave
a quantitative estimate of the cause of the illness (
10), marking
probability scales for the likelihood of various causes (Fig.
1). At the time of discharge, another questionnaire was completed
as to the outcome and final diagnosis. The study was approved
by the hospitals' ethical committees.
Conventional laboratory methods. (i) DFA.
The NPA samples were processed on all weekdays. They arrived
in the laboratory with phosphate-buffered saline (PBS) and were
shaken with glass beads for better homogenization. DFA to detect
RSV was performed on 10 µl of homogenized sample with
25 µl of fluorescence-labeled anti-RSV antibodies (fluorescein
isothiocyanate-labeled antibody MB120 [Imagen; Dako, Glostrup,
Denmark]). The slides were read in a fluorescence microscope
(Zeiss), and the slide was scored as positive if at least two
cells showed specific cytoplasmic fluorescence.
(ii) Virus isolation in tubes and rapid shell vial culture.
If DFA for RSV was negative, both conventional culture and rapid shell vial culture were started and maintained basically as described previously (28). For conventional culture, duplicate aliquots of tertiary monkey kidney cells, human fetal lung fibroblast lung cells and HeLa cells were inoculated with 200 µl of sample fluid at 34°C. If after 4 weeks no cytopathic effect was seen and all staining efforts were negative, the cultures were considered negative. The rapid shell vial culture was performed in duplicate with 200-µl cell suspensions on tertiary monkey kidney and HeLa cells. One series was stained after 2 days, and the other was stained after 5 to 7 days. Direct staining was performed with pools of specific fluorescence-labeled mouse antibodies to influenza A virus, influenza B virus, RSV, and adenoviruses (Imagen; Dako). Indirect staining was performed for parainfluenza type 1, 2 or 3 virus with anti-mouse antibodies (Chemicon Brunschwig, Amsterdam, The Netherlands). Subsequent staining was performed with labeled rabbit anti-mouse antibodies (Imagen; Dako). As controls, virus cultures derived from the Dutch National Institute for Public Health were used (RIVM, Bilthoven, The Netherlands).
Nucleic acid extraction for M-PCR.
Samples from nasal and throat swabs were each suspended in 200 µl of PBS. Total nucleic acids were isolated by isopropanol precipitation as follows. First, 100 µl of PBS eluate was added to 600 µl of lysis buffer (bioMérieux, Boxtel, The Netherlands) plus 1 µl of glycogen (10 mg/ml [Roche Diagnostics, Almere, The Netherlands]). After an incubation of 60 min at 65°C to increase the lysis efficiency, the sample was cooled to room temperature for 2 min. After a short spin (10 s, 14,000 rpm), 1 volume of ice-cold isopropanol (700 µl) was added, followed by mixing. The precipitate was spun down in an Eppendorf centrifuge (type 5417C) for 20 min at 14,000 rpm. The supernatant was removed, and the pellet was washed twice with 70% ethanol. The pellet was dissolved in 50 µl of T10 (10 mM Tris-HCl [pH 8.0] plus 0.4 U of RNasin [Roche Diagnostics]/µl). The nucleic acid was left at 4°C to dissolve overnight and subsequently stored at 80°C until use in the PCR.
M-PCR.
M-PCR was performed twice weekly. Tests for DNA and RNA pathogens were performed separately by using an assay that was based on a previously described method (11). Adjustment to a nested format required outer and inner primers of our design as shown in Table 1. For the DNA pathogens Chlamydia pneumoniae, Mycoplasma pneumoniae, and adenovirus, one nested M-PCR was performed. Both the outer and the inner PCR mixtures contained 20 ng of each of the six appropriate primers, 200 µM deoxynucleoside triphosphate, 2.0 mM MgCl2, 0.5 U of Taq polymerase, 2.5 µl of 10x Taq buffer (Silverstar; Eurogentec, Maastricht, The Netherlands), and water. To the outer PCR mixture, 5 µl of nucleic acid solution was added to obtain a final volume of 25 µl. The PCR program consisted of one step of 94°C for 3 min, followed by 30 cycles of 93°C for 30 s, 55°C for 30 s, and 72°C for 50 s, with a final extension step of 72°C for 7 min. After completion of the outer PCR, 2 µl was transferred to the inner PCR mixture, and the same PCR cycling program was followed. The inner PCR products were separated on a 10% acrylamide gel and stained with ethidium bromide. The length of the inner PCR fragments was indicative of the putative pathogen. Mixtures of culture-positive controls and a buffer sample as a negative control were added in each test run.
For the RNA pathogens (seven viruses [see Table
1]) a combined
reverse transcriptase (RT) outer PCR was performed by using
the Access kit (Promega, Leiden, The Netherlands) according
to the instructions of the manufacturer. The total mixture volume
was 25 µl, of which 5 µl consisted of the nucleic
acid solution. Thus, the outer Access RT-PCR contained a mixture
of 12 primers (degenerate primers for the pan-enterovirus and
RSV detection). The amplification program consisted of a first
RT step at 48°C for 45 min, followed by a denaturation step
of 94°C for 2 min and then 30 cycles of 93° for 30 s,
55°C for 30 s, and 72°C for 50 s, with a final extension
step of 72°C for 7 min. After completion of the outer PCR,
2 µl was transferred to two inner PCR mixtures containing
the same components as the DNA PCR mixtures, except for the
primers. The two inner mixtures were selected to enable optimal
discrimination by length separation of the inner PCR products.
As shown in Table
1, RNA panel 1 contained the primers (20 ng
each) for detecting influenza A and B viruses, pan-rhinovirus,
and parainfluenza type 3 virus, whereas RNA panel 2 contained
the primers (20 ng each) for detecting pan-enterovirus, RSV,
and parainfluenza type 1 virus. The PCR program used for the
DNA PCR amplification steps described above was followed. Gel
detection and inclusion of positive and negative controls were
similar to the DNA PCR.
hMPV PCR.
For retrospective use, a nested PCR was designed by using sequences of the L gene of human metapneumovirus (hMPV) (Table 1). The outer and inner PCR mixtures and amplification conditions and the gel detection analysis were similar to the RT-PCR approach described above for the M-PCR. Each run contained, as a positive control sample, isolated RNA from cultured hMPV that was kindly provided by A. Osterhaus, Erasmus Medical Center, Rotterdam, The Netherlands.
Comparison of the sensitivity of M-PCR versus specific PCR.
To assess the analytical sensitivity, we compared the M-PCR to each pathogen-specific PCR by performing each test six times on endpoint titrations of control cultures for each pathogen. The specific PCR was done by performing the M-PCR but with only the primers for the pathogen under study, with identical conditions otherwise and with sterile water replacing the other primers. The dilution at which 50% of the PCRs was still positive was calculated by using formulas similar to those used to compute the 50% tissue culture infectious dose. The difference in results between the multiplex setting and the specific PCR were <0.7 log for all pathogens except for influenza B virus (1.3 log) and parainfluenza type 3 (1.3 log), an outcome considered acceptable for this diagnostic amplification system.
Clinical data analysis.
Clinical and laboratory data were entered in an Access database (Microsoft). Continuously recorded probability estimates were grouped into five intervals and, where appropriate, comparisons for the numbers in these intervals were made between specific test outcomes. Test TAT was defined as the day that the result was available minus the day that the sample was taken. The duration of illness prior to presentation to the hospital was figured from the day of presentation back to the day that the illness started. Where appropriate, chi-square tests were performed by using EPI-INFO version 6 (Centers for Disease Control and Prevention, Atlanta, Ga.).

RESULTS
Patients and samples.
During the study period, 188 ARI episodes were considered for
our study. Of the sets received at the laboratory, 10 were excluded
for one of the following reasons: (i) lack of informed consent
(
n = 4); (ii) samples were sent, but no questionnaires (
n =
2); and (iii) questionnaires were sent, but there was not enough
sample for an M-PCR (
n = 4). The included 178 episodes represented
172 patients. Patient episode characteristics are summarized
by site in Table
2. Patients were seen by four pediatricians
at site A, four pediatricians at site B, and two pediatricians
at site C. In addition, six junior doctors saw patients at site
A, whereas sites B and C each had one junior doctor working
at their pediatric ward. Especially the youngest children were
preferably sampled with both NPA and swabs. Severe illness was
rare; only three patients required referral to other hospitals
for intensive respiratory care. Risk factors were reported in
58 episodes; these factors varied from low birth weight to asthma
and mental retardation. The largest number of samples was collected
at site A, although the number of NPA samples was low compared
to site B. The median length of stay of admitted children was
shorter at site A compared to site B. Site C contributed the
smallest number of samples.
RSV DFA results and viral culture results.
Table
2 shows that 97 sample sets (73 inpatients and 24 outpatients)
included an NPA. Of these, 54 (41 inpatients and 13 outpatients)
were determined to be positive by RSV DFA. Thus, in 56% of the
patients sampled by NPA, the first test yielded a positive RSV
result. Since admission policies differed among hospitals, less
than half of the RSV-positive patients (7 of 18) were admitted
at site A, whereas most of the RSV-positive patients were admitted
at sites B (26 of 27) and C (8 of 9). Of the 43 NPA samples
with a negative or equivocal DFA result, one was insufficient
for all remaining tests, so 42 samples were cultured for respiratory
viruses, yielding nine positive results (21%): adenovirus (
n = 3), rhinovirus (
n = 4), influenza virus A (
n = 1), and RSV
(
n = 1).
M-PCR results.
Table 3 summarizes PCR results of the sample sets with (n = 43) or without (n = 81) NPA. The upper part of Table 3 shows the results of the M-PCR that became available to the clinicians during our study. The percentage of diagnosed episodes reached 84% or, conversely, the diagnostic deficit was reduced to 16% if NPA was sent to the laboratory, and M-PCR results were added to the DFA results. If only swabs were sent, M-PCR detected a possible pathogen in 58% of the cases. Double infections were common and, with three exceptions, these were all rhinovirus combinations: infection with adenovirus (n = 6), infection with C. pneumoniae (n = 1), infection with M. pneumoniae (n = 4), infection with enterovirus (n = 2), infection with influenza virus A (n = 2), and infection with RSV (n = 3). The three other combinations were influenza virus A and C. pneumoniae, adenovirus and RSV, and influenza virus B and RSV.
Of the 66 cases considered to be "bronchiolitis" at presentation,
33 yielded RSV as single pathogen, whereas 9 (7 with NPA plus
2 swab only) yielded a rhinovirus as single pathogen (Table
4). Four bronchiolitis double infections sampled with NPA all
involved rhinovirus: in combination with RSV (
n = 3) and
C. pneumoniae (
n = 1). In bronchiolitis episodes, influenza virus
A was found only once. In episodes regarded to be pneumonia
on presentation (17 patients, of whom 8 were admitted), rhinovirus
was found slightly more frequently than RSV. There were three
episodes with rhinovirus alone, one in combination with
M. pneumoniae,
and one in combination with adenovirus; RSV alone was found
twice in such patients, and the RSV-rhinovirus combination was
found once. The combination of rhinovirus and
M. pneumoniae was found in a 6-year-old child. In three episodes considered
to be pneumonia, influenza virus A was detected. Of the three
children referred for intensive respiratory care, RSV was detected
in one, rhinovirus was detected in another, and no pathogen
was detected in the third.
hMPV- and Bordetella-PCR and bacteriology results.
The lower part of Table
3 shows that 7 (5.6%) more diagnoses
were retrospectively added by performing the hMPV-PCR on all
M-PCR processed samples. Most of the hMPV-infected children
had lower respiratory tract infections, and five of the seven
children were younger than 6 months, four of whom were admitted
for 4 to 8 days.
B. pertussis was not a target pathogen in the
present study, so only samples with a specific request were
tested by PCR for
Bordetella. Of 51 such requests, only one
was PCR positive for
B. pertussis. This case of whooping cough
was diagnosed in a 4-week-old baby admitted at ward B who persisted
for almost 2 weeks. The infection was not immediately suspected
on admission; the probability estimate for viral infection was
90%, and the probability of whooping cough was not stated. Blood
cultures (
n = 10) and/or lower respiratory tract samples (
n = 4) for bacteriology were send in 13 episodes of illness. Blood
cultures remained negative. Potential pathogenic bacteria were
detected in 3 lower respiratory tract samples.
Streptococcus pneumoniae and
Haemophilus influenzae were detected in a 10-month-old
child known to have previous asthma-like symptoms.
Staphylococcus aureus was found in low numbers in a 2-month-old child with
Downs' syndrome, and M-PCR detected rhinovirus. At almost 4
months of age, this child had a second episode of illness with
a readily recognized RSV bronchiolitis. Finally,
Pseudomonas aeruginosa was detected in a 15-year-old with cystic fibrosis;
this was a repeated finding.
TATs.
TATs of NPA containing sample sets are graphically represented in Fig. 2. The results that were obtained most rapidly are shown; thus, the largest number of positive results was obtained by DFA. Two rapid shell vial results were obtained the same day as the M-PCR result became available, and one conventional culture result (i.e., RSV) was not detected by M-PCR. In the latter sample, a rhinovirus was detected by M-PCR, and in the breakdown columns in Tables 4 and 5, this sample was designated a "double pathogen." All other results were obtained only by M-PCR or more rapidly than by viral culture methods. As can be seen in Fig. 2, the median TAT for positive M-PCR results was 5 days in the NPA-containing sample sets. Samples in the swab-only group had a median TAT of 4 days, since processing of these samples did not wait for a DFA result. We also calculated the number of admitted patients in whom the M-PCR result (both positive or negative) was available at least 1 day before discharge (Table 2), finding an average of 31%. The percentage was lowest at site A, which had the lowest admission rate and the shortest length of stay.
Probability estimates, test outcomes, and antibiotic treatment.
Clinicians were asked to estimate the likelihood of various
causes of the presented illness, as a representation of physicians'
judgement (Fig.
1). In the majority of cases, there was a high
level of suspicion for a viral cause of the presented symptoms
(Table
5). Low to moderately low probability estimates were
given for pertussis, "atypical" agents, and bacterial pathogens.
Many physicians did not address the question on the probability
of asthma as a co-cause and, of those who did, many indicated
their uncertainty by marking the center range of the probability
scale. Comparing diagnostic probability estimates with testing
results (Table
5), we noted that doctors were more likely to
suspect viral origin in cases of RSV infections (as diagnosed
by both DFA and M-PCR) than in cases of rhinovirus infections
(M-PCR, single finding). Taking the 95% probability estimate
as a threshold in 54 RSV-positive patients, 32 estimates were
at or above threshold, whereas only 3 estimates were above threshold
in 22 rhinovirus-positive patients (
P < 0.01 [chi-square
analysis]). Repeating this procedure with inclusion of only
the sample sets including NPA or with exclusion of the data
of clinicians contributing more than 20 cases yielded similar
results, although the numbers were lower (
P < 0.05 [chi-square
analysis]). Conversely, clinicians were more certain that children
did not have a bacterial infection if RSV was detected compared
to rhinovirus. Antibiotics were prescribed in 50 episodes of
illness. As expected, such prescriptions were strongly related
to the clinicians' estimate of bacterial cause. However, even
among the 78 episodes in which a bacterial cause was estimated
to be very unlikely (Table
5), antibiotics were prescribed in
10. Among the patients sampled via NPA, those with reported
risk factors were more likely to receive an antibiotic prescription
than those without risk factors (
P < 0.01 [chi-square analysis]).
RSV was detected in 16 and rhinovirus as a single pathogen was
detected in 7 of the antibiotic-prescribed episodes. Thus, rhinovirus-infected
patients were not more likely to have antibiotics prescribed
than RSV-infected patients.
Duration of illness prior to presentation with RSV or rhinovirus infection.
Calculation of the duration of illness prior to presentation was possible in 152 of the 178 episodes, and the duration ranged from 0 to 122 days. In cases with the longest duration, we assume that parents and/or clinicians did not always consider only the current pathogen episode when indicating the starting date of the illness. However, taking 2 days as a threshold, 11 of 22 rhinovirus episodes had a prepresentation illness of
2 days, whereas only 8 of 45 RSV episodes had such a short prepresentation duration of illness (P < 0.01 [chi-square analysis]).

DISCUSSION
Our study in three pediatric departments was intended to enable
their clinicians and microbiologists to decide whether or not
to establish M-PCR as a test that is routinely available within
the existing collaboration of the hospitals and shared laboratory.
We focused on the number of results, test TATs, and the clinicians'
pretest probability estimates in relation to test outcomes as
indicators of clinical usefulness. Our noncommercial M-PCR was
based on a previously described assay (
11). We added rhinovirus
to the pathogen set, expecting and finding a substantial increase
of diagnosed episodes of illness. Primers were redesigned or
supplemented with new primers to obtain a nested multiplex test
format. Decreased analytical sensitivity of the multiplex PCR
compared to single-pathogen PCR tests did not prove to be a
problem; in our hands, differences were small and did not outweigh
the advantages in both ease and decreased reagent costs. The
M-PCR obtained far more diagnoses than conventional viral culture,
at reasonable test TATs. Our finding that clinicians recorded
lower pretest probabilities of viral causation in rhinovirus
infections, compared to RSV, underscored the usefulness of M-PCR
as an additional diagnostic tool.
While designing the present study, we decided to perform M-PCR on NPA only if DFA for RSV was negative. DFA usually gives a reliable result within hours upon receipt, and the associated costs are modest, making it unlikely that molecular methods will replace DFA for RSV detection in the next few years. Figure 2 illustrates that in our setting, with the laboratory distant from the hospitals and offering once-daily transport, less than half of the DFA results are available on the day of sampling. Performing a test for RSV in cases of bronchiolitis is considered standard in The Netherlands (5), but the typical bronchiolitis can be managed without it (23). Due to the sequential testing in our study, M-PCR results in the NPA-containing sample sets were delayed compared to the swab-only samples. Most M-PCR results were not received in time to affect decisions during hospital stays. Still, clinicians appreciated that the results could be reported to the parents at the next outpatient visit.
Our hypothesis was that the M-PCR test results would be more appreciated if clinicians were uncertain about the diagnosis, in other words, when the estimated pretest probability was low. We therefore recorded clinicians' diagnostic probability estimates before any microbiological test was done, thus introducing physicians' judgement into evaluating a new diagnostic procedure in clinical microbiology. Although used in other fields, to our knowledge this approach has not been used previously in diagnostic studies in infectious disease, perhaps due to certain limitations. For instance, clinicians may hesitate to estimate pretest probabilities in an individual case (3). However, sufficient numbers of observations made by a sizeable group of clinicians should allow inferences. The fact that clinicians frequently recorded very high levels of pretest probability of a viral cause in RSV infections (Table 5) but not in rhinovirus infections suggests that M-PCR indeed adds useful diagnostic information, particularly regarding that pathogen. The relative diagnostic uncertainty in rhinovirus infections could result in more antibiotic prescriptions, but this was not seen in our data set.
Rhinovirus was the single most frequently detected virus in the present study after RSV (Table 3). Appreciation of this virus as a potential pathogen is vital in evaluating the usefulness of M-PCR as an additional test. As shown in Table 4, rhinovirus came second to RSV in episodes considered bronchiolitis at presentation and, in cases considered to be pneumonia, rhinovirus was slightly more common than RSV. Distinguishing pneumonia clinically may be difficult in children (30). These findings are in line with reports that rhinovirus does cause a number of lower respiratory tract infections (21). In hematologic cancer patients requiring bronchoalveolar lavage, in bronchopulmonary dysplasia patients, and in adults and children with exacerbated asthma, rhinovirus proved to be a serious pathogen (4, 6, 8, 14, 24, 29). Similar to a previous report, we found that more children with infected with rhinovirus had been ill no longer than 2 days before presentation compared to the RSV-infected children (P < 0.01 [chi-square analysis]), indicating more serious disease (22). We conclude that it is worthwhile to test for rhinovirus and that the few manufacturers of multiplex amplification tests for ARI should include rhinovirus in their assays.
Influenza A virus was also commonly found, but mainly during the high-incidence season in The Netherlands. Few of these children required admission. M-PCR did not add much speed because in NPA samples influenza viruses are readily detected with conventional rapid methods (2). M-PCR performed on swabs, however, made outbreaks caused by influenza easier to investigate. Our collected set of samples was used to determine the frequency of hMPV (27). Of the 124 samples tested, 7 (5.6%) were positive for hMPV, a percentage that is comparable to the findings of other reports (26, 27). Especially the youngest children were affected; they had lower respiratory tract symptoms, and all recovered uneventfully. Retrospective testing for hMPV thus reduced the diagnostic deficit to 11% (11 of 97) in the NPA-containing sample sets and to 38% (31 of 81) in the swab-only sample sets.
We recognize that there must be some selection bias in our data set, given the relatively low number of samples from sites B and C compared to site A (Table 2). A partial explanation may lie in the different numbers of junior doctors. In addition, pediatricians at locations B and C had more space to admit children presenting with RSV bronchiolitis. At location A such children were often sent home with equipment and instructions for the parents; these children were told to return the next day to the pediatric department to be seen by the clinician. Variation in resource utilization in hospitalized children in the United States has been studied by Willson et al., who found that the severity of illness did not explain the variation (32).
Costs have been considered throughout the planning and performing of the present study, and future economic assessments of molecular tests are warranted. However, we did not perform a formal economic assessment, mainly because molecular methods to diagnose ARI are still being improved and thus have no widely accepted standard. At present, introducing a new in-house molecular test is largely a matter of affordability. As for future assessment, ARI in children usually has a benign course, so outcome measures need to be chosen with this in mind. Improved care may reduce length of stay and save hospital costs, as found in a study of rapid viral culture methods (2); however, having seen differences in admission and discharge policies among our sites, we doubt that length of stay will be significantly influenced just by rapid diagnostic methods. Improved antibiotic stewardship and avoidance of resistance development are important possible effects of molecular testing, but economic evaluation of resistance is complicated (18), and the availability of M-PCR results may not automatically reduce the number of antibiotic prescriptions. As we noted above, patients may have an antibiotic prescribed even if the clinician is fairly certain that the illness is caused by a virus. To reduce such prescriptions, a combination of individual M-PCR test results with repeated feedback of aggregated results is probably required. Finally, we must stress the appreciation of the test results by the children's parents. Diagnostic certainty or "knowing for the sake of knowing" should not be ignored, in our opinion, and may be addressed with "willingness to pay" questionnaires (13). Within the present study, we attempted to determine the parents' "willingness to pay" for M-PCR but failed to collect sufficient data. We think that especially parents of infants at risk for developing asthma may value diagnostic information on an episode of wheezing.
At our study sites, pediatricians and laboratory staff decided to continue M-PCR testing of NPA samples. Swab-only samples, however, were discontinued since there was no consensus among the hospitals on the indication of these samples as routine requests. After approval by the hospitals' administrators, M-PCR testing was thus implemented. We hope that laboratories already capable of noncommercial molecular tests will be encouraged by the number of diagnoses we achieved and proceed to offer molecular tests for ARI at hospitals comparable to ours. Of course, newer molecular methods should be used as soon as they are available and affordable, with cheap and accurate point-of-care diagnosis being the ultimate goal. Future studies should confirm that both individual and aggregated feedback of molecular ARI test results indeed contribute to more appropriate antibiotic use.

ACKNOWLEDGMENTS
We thank Patrick M. M. Bossuyt and Henri A. Verbrugh for critical
reading of the manuscript and Lucy D. Phillips for editorial
review.

FOOTNOTES
* Corresponding author. Mailing address: Municipal Public Health Laboratory Amsterdam, Nieuwe Achtergracht 100, P.O. Box 2200, 1000 CE Amsterdam, The Netherlands. Phone: 31-20-5555-275. Fax: 31-20-5555-629. E-mail:
pgruteke{at}gggd.amsterdam.nl.


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Journal of Clinical Microbiology, December 2004, p. 5596-5603, Vol. 42, No. 12
0095-1137/04/$08.00+0 DOI: 10.1128/JCM.42.12.5596-5603.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.
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