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. 2024 Mar 4;10(2):00869-2023. doi: 10.1183/23120541.00869-2023

Surveillance of the respiratory syncytial virus outside infancy: impact of testing methods, a retrospective observational study

Nicolas Yin 1,, Sigi Van den Wijngaert 1, Magali Wautier 1, Delphine Martiny 1,2, Marie Hallin 3,6, Olivier Vandenberg 3,4,5,6
PMCID: PMC10910337  PMID: 38444655

Abstract

Background

The European Medicines Agency has approved several vaccines to protect the elderly against respiratory syncytial virus (RSV) infections. However, differences in performance between antigen and PCR tests, especially in adults, can make monitoring RSV difficult. This study aims to assess the impact of the chosen diagnostic methods on the surveillance of RSV.

Methods

RSV and influenza test results obtained from July 2022 to June 2023 in a consolidated clinical laboratory in Brussels, Belgium, were collected. These results included antigen tests, quadruplex PCR tests and viral cultures on respiratory samples. Epidemiological trends related to the age of patients and the diagnostic methods were analysed.

Results

Among 14 761 RSV tests, the overall number of positive tests for infants until 1 year of age peaked on 5 November 2022 (67 per 7 days) whereas it peaked on 22 December 2022 for adults (33 per 7 days). Positive antigen tests peaked on 7 November 2022 (56 per 7 days) whereas positive PCRs peaked on 19 December 2022 (36 per 7 days). Nevertheless, the positivity rate of RSV PCRs had peaked 1 month previously. Infants were mainly diagnosed through antigen testing, contrary to older patients. The influenza epidemic was probably the cause of the increased use of a quadruplex PCR, leading to a delayed increase in the absolute number of PCRs positive for RSV.

Conclusion

This study shows that the use of different diagnostic methods could lead to an erroneous representation of RSV epidemiology in adults due to the lack of sensitivity of antigen detection. RSV surveillance in the elderly should rely rather on molecular methods.

Shareable abstract

RSV surveillance may be affected not only by the type of assay used for its detection (molecular or antigenic), but also by the use of multiplex assays that detect other viruses in a single test https://bit.ly/3H4YWWA

Introduction

The respiratory syncytial virus (RSV) is now recognised as an important cause of serious illness in the elderly [1] and at the time of writing, two vaccines recently approved by the European Union's health regulator have been made available to older adults for the coming winter [2]. Therefore, monitoring the impact of the vaccination on this specific population requires efficient surveillance. The use of laboratory data to assess the occurrence of specific microorganisms in a population represents one of the most common established public health surveillance approaches for infectious diseases [3]. Since 1983, the Belgian authorities have implemented such a strategy through the set-up of the Belgian Sentinel Network of Laboratories, which collect data on the epidemiology of 43 microorganisms [4].

However, monitoring the number of RSV cases can be tricky because of 1) the difference in sensitivity of the affordable antigen testing between adults and infants [5]; 2) a probable lack of access to PCR tests; as well as 3) the disregard by clinicians of the impact of this pathogen in adults. Furthermore, 4) the molecular detection of RSV is frequently paired with the detection of other respiratory viruses such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and/or influenza viruses [6], potentially adding another confusion bias in its surveillance. The aim of this study was to examine the testing data coming from a single large clinical microbiology laboratory for five hospitals in Brussels and to assess the impact of diagnostic methods on the surveillance of RSV during the winter of 2022–2023.

Material and methods

Data were coming from a single consolidated clinical laboratory, the LHUB-ULB (Laboratoire Hospitalier Universitaire de Bruxelles–Universitair Laboratorium Brussel, Brussels, Belgium). This is a clinical laboratory serving five university hospitals (with a capacity of ∼3000 beds) as well as a network of general practitioners in Brussels, covering a service area of 700 000 inhabitants [7]. RSV positive test results as well as influenza-positive PCR results were collected from July 2022 to June 2023. These results included RSV antigen detection tests (RSV K-set; Coris Bioconcept, Belgium), quadruplex PCR tests (Alinity m RESP-4-PLEX assay; Abbott Molecular, USA) as well as viral cultures coming from respiratory samples which were routinely performed in addition of the antigen detection test. The quadruplex PCR test allowed the simultaneous detection of RSV, SARS-CoV-2 and influenza A and B viruses. In the routine surveillance perspective, all patients diagnosed with RSV or influenza infection by rapid antigen detection tests, molecular diagnostic tests or by viral culture are considered as notifiable cases of RSV or influenza infection in the frame of the Belgian Sentinel Network of Laboratories. Multiple positive results for the same patient were deduplicated to keep only the first positive result per patient. The daily positivity rate for RSV and influenza PCR was calculated by using the number of non-deduplicated tests performed in the previous 7 days. The age of the patients at sampling date was also collected. Patients aged <1 year were considered as infants, patients aged 2–14 years were considered as children and patients aged ≥15 years were considered as adults. Epidemiological trends were analysed by cumulating daily positive tests per 7 days to minimise day-to-day and holiday-related fluctuations from 1 July 2022 to 30 June 2023.

Results

From 25 June 2022 to 30 June 2023, 14 761 RSV diagnostic tests (7280 PCR and 7581 antigen detection tests followed by viral culture) and 7282 influenza PCR tests were performed (table 1). Viral cultures yielded 123 RSV cases not detected by antigen detection test. 162 RSV PCR tests were performed on the same day as a negative antigen test, of which 19 yielded a positive result. 944 patients had a positive RSV test during this period, including 608 (64.4%) infants. During the same period, 901 patients had a positive influenza PCR tests. The overall number of positive tests for RSV in infants peaked twice: on 5 November 2022 and on 26 November 2022, with 67 and 61 positive tests per 7 days, respectively (figure 1). Conversely, the overall number of RSV positive tests for adults peaked on 22 December 2022, with 33 positive tests per 7 days. For children, the overall number of positive tests for RSV was lower and reached its maximum at 12 positive tests per 7 days on 23 November 2022. When analysing the nature of the positive tests, the number of positive antigen tests peaked twice, on 7 November 2022 and on 24 November 2022, with 56 and 55 positive tests per 7 days, respectively. In contrast, the number of positive RSV PCRs peaked on 19 December 2022, with 36 positive tests per 7 days. However, the positivity rate of RSV PCRs peaked 1 month earlier, on 17 November 2022, with 21.5% of PCR tests. This can be explained by the fact that the median (interquartile range) age for positive antigen tests was 0 (0–0) years, whereas it was 50 (2–73) years for the positive PCR tests. The influenza epidemic, for which the number of positive PCRs peaked on 30 December 2022 with 181 positive tests per 7 days, probably indirectly drove the increasing number of positive PCRs for RSV after the epidemic peak observed for antigen testing and infants. The positivity rate of influenza PCR tests peaked on 29 December 2022 at 43.8% and the positivity rate of RSV antigen detection tests peaked on 7 November 2022 at 46.0%.

TABLE 1.

Antigen detection and nucleic acid amplification (PCR) tests performed for the detection of therespiratory syncytial virus (RSV) and influenza virus and patients’ ages from 25 June 2023 to 30 June 2023

Antigen RSV PCR RSV PCR influenza
Overall
 Age years 3 (0–52) 61 (37–75) 61 (37–75)
 Number of tests 7581 7280 7282
  Age <2 years 3278 336 334
  Age 2–14 years 1408 227 228
  Age ≥15 years 2895 6717 6720
Positive
 Age years 4 (0–55) 50 (2–73) 40 (26–63)
 Number of tests 528 340 934
  Age <2 years 458 76 34
  Age 2–14 years 44 35 66
  Age ≥15 years 26 229 834
Negative
 Age years 0 (0–0) 61 (38–75) 63 (41–76)
 Number of tests 7053 6940 6348
  Age <2 years 2820 260 300
  Age 2–14 years 1364 192 162
  Age ≥15 years 2869 6488 5886

Data are presented as median (interquartile range) or n.

FIGURE 1.

FIGURE 1

Compared evolution of the 7-day non-deduplicated number of a) overall respiratory syncitial virus (RSV) positive tests, b) RSV antigen (Ag) detection tests, c) RSV PCR tests, d) influenza PCR tests, as well as e–h) their respective 7-day positivity rate (%) from July 2022 to June 2023.

Discussion

The multiplication of rapid detection methods for respiratory viruses, ranging from antigen tests [5] to rapid point-of-care multiplex PCRs [6] has allowed for a broader detection of RSV. However, this can also complicate its surveillance. For passive surveillance using the RSV laboratory surveillance database, recommendations in Europe are to gather positive test results as well as the overall number of RSV tests and the type of test (e.g. antigen, PCR, culture) [8]. This study highlights the importance of gathering these data as the number of cases on its own was not reflecting the actual epidemiological situation. There appeared to be a delay between the number of positive cases identified by antigen tests and those identified by PCR. This delay was artificially created by two factors: the lack of sensitivity of the antigen tests in adults and the fact that the molecular diagnostic used a quadruplex PCR which was also used for influenza and SARS-CoV-2 testing. The number of quadruplex PCR tests performed increased dramatically because of the spread of the influenza increasing the number of diagnosed RSV cases, while its actual prevalence was decreasing.

In a previous study [9], we showed that for the PCR detection of SARS-CoV-2, the average cycle threshold values (Ct) of the positive PCRs varied in advance of the absolute number of positive results. Thus, when the number of positive PCRs peaked, the proportion of recently infected (hence contagious) patients had already been decreasing for a few weeks. Indeed, due to the high sensitivity of the PCR, testing positive for a respiratory virus by PCR does not necessarily indicate illness. Antigen tests detect patients with higher viral loads [10] and are less affected by this effect. In our setting, antigen testing was the favoured RSV diagnostic method for infants aged <1 year. This can be easily explained by the good performance of this test in this population [5], combined with its rapidity and ease of use, making it available in on-site laboratories. Conversely, point-of-care PCRs are usually expensive, while larger molecular diagnostic platforms, which allow a lower cost per test, are performed in our central laboratory during business hours, taking more time (a few hours), thus decreasing its interest for the rapid management of patients. Therefore, for the five partner hospitals of our clinical laboratory (LHUB-ULB), the diagnostic algorithm for the management of patients with influenza-like illness frequently includes the performance of a rapid antigenic diagnostic test as a first step. If the latter is negative and if the patient requires hospitalisation, a molecular technique is performed. Such a strategy allows for rapid and sensitive diagnosis at the best cost, by avoiding unnecessary molecular testing. In addition, viral cultures are performed on samples with a negative antigen test. These cultures are reimbursed by the Belgian national health insurance system as an alternative to molecular tests, which, in contrast, are not reimbursed. They allow confirmatory diagnosis in mildly ill patients. However, beyond their epidemiological interest, the time-to-result of viral cultures hampers their clinical interest. In the context of epidemiological surveillance, it would also be interesting to focus on the positivity rate in each municipality located in the direct service area of the LHUB-ULB. This would show which populations are the most at risk of developing influenza, but would also help hospital managers to target vulnerable populations or to rapidly identify clusters. As originally demonstrated by John Snow, such mapping proved their usefulness in showing differences in rates of disease between communities and in identifying clusters of disease [11].

The findings in this report are subject to at least two limitations. First, sentinel surveillance based on LHUB-ULB data only may not provide a fully representative sample of the epidemiological situation in Belgium, as influenza testing is mainly performed on inpatients and patients attending emergency departments with respiratory symptoms. This was underlined by Jester et al. [12], who highlighted that influenza surveillance relies on specimens collected from symptomatic patients during medical encounters, where the purpose of testing is primarily patient diagnosis rather than surveillance. Furthermore, additional studies must be carried out to judge whether data unification from large consolidated laboratories located, for instance, in the three different regions of Belgium (Brussels, Wallonia and Flanders), could be sufficient to describe the infectious events in Belgium, as we did previously for influenza [7]. At the European level, the interconnection of consolidated clinical microbiology laboratories (where each laboratory could be seen as a real-time sensor in its area) would move laboratory surveillance from public health structures to clinical laboratories [13]. Such a network, more directly linked to the field, demonstrated their abilities to adequately support public health responses during the coronavirus disease 2019 (COVID-19) pandemic. Second, because of their reimbursement by the national health insurance system in Belgium, antigen testing and viral cultures are the main diagnostic methods used before molecular tests for RSV and influenza. At the time of writing, only the SARS-CoV-2 PCR is reimbursed in a limited number of indications (mainly symptomatic or fragile patients requiring admission), therefore clinical laboratories may perform a quadruplex PCR during influenza and RSV season instead of a single SARS-CoV-2 PCR. Routine use of a quadruplex PCR increases the overall number of detected cases compared to targeted PCR.

In the frame of future RSV surveillance, especially with the distribution of vaccines and the development of therapeutic interventions, it seems important that decision-makers favour tools that allow efficient detection and thus better surveillance of RSV. Indeed, with an ageing population, RSV may become a growing burden and surveillance of RSV will be of interest to promote vaccination [14]. Although antigen testing can be used in infants due to its relative cost-effectiveness, this method is inaccurate in older patients [5]. Patients requiring hospitalisation should benefit from more expensive rapid multiplex PCRs to allow better clinical management and relevant hygiene precautions [6]. As shown in this study, the intertwinement of influenza, RSV and probably SARS-CoV-2 could clinically justify the systematic use of such multiplex PCRs during the epidemic season. Likewise, the surveillance of epidemic trends would benefit from data more accurate than the sole number of positive cases, such as the positivity rate and perhaps semi-quantitative approaches based on Ct values [15]. Indeed, as described for COVID-19, the use of the Ct value of RT-PCR could help a better prediction of influenza and RSV trends [9]. Furthermore, the use of molecular diagnostic methods applied in the frame of syndromic approaches would also allow the detection of multiple respiratory pathogens and, for some, the testing of influenza virus subtypes [16]. The overlap of the epidemics of RSV, influenza and COVID-19 during winter as well as the difficulties, especially for elderly, to clinically distinguish these infections [17], makes it more convenient for both laboratories and clinicians to use one multiplex assay. However, the use of such an assay may lead to an increase in the detection of RSV, as a side-effect of the spread of the other viruses it detects at a given time. This should be taken into consideration for the passive surveillance of respiratory viruses.

Footnotes

Provenance: Submitted article, peer reviewed.

Author contributions: All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by N. Yin. The first draft of the manuscript was written by N. Yin and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Ethics statement: This study is an epidemiological retrospective observational study using aggregated anonymous data; therefore, no ethical approval was required.

Conflict of interest: The authors have no relevant financial or nonfinancial interests to disclose.

References

  • 1.Kestler M, Muñoz P, Mateos M, et al. Respiratory syncytial virus burden among adults during flu season: an underestimated pathology. J Hosp Infect 2018; 100: 463–468. doi: 10.1016/j.jhin.2018.03.034 [DOI] [PubMed] [Google Scholar]
  • 2.Venkatesan P. First RSV vaccine approvals. Lancet Microbe 2023; 4: e577. doi: 10.1016/S2666-5247(23)00195-7 [DOI] [PubMed] [Google Scholar]
  • 3.Muyldermans G, Ducoffre G, Leroy M, et al. Surveillance of infectious diseases by the Sentinel Laboratory Network in Belgium: 30 years of continuous improvement. PLoS One 2016; 11: e0160429. doi: 10.1371/journal.pone.0160429 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Walckiers D, Stroobant A, Yourassowsky E, et al. A sentinel network of microbiological laboratories as a tool for surveillance of infectious diseases in Belgium. Epidemiol Infect 1991; 106: 297–303. doi: 10.1017/S0950268800048445 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Casiano-Colón AE, Hulbert BB, Mayer TK, et al. Lack of sensitivity of rapid antigen tests for the diagnosis of respiratory syncytial virus infection in adults. J Clin Virol 2003; 28: 169–174. doi: 10.1016/S1386-6532(03)00002-7 [DOI] [PubMed] [Google Scholar]
  • 6.Yin N, Van Nuffelen M, Bartiaux M, et al. Clinical impact of the rapid molecular detection of RSV and influenza A and B viruses in the emergency department. PLoS One 2022; 17: e0274222. doi: 10.1371/journal.pone.0274222 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Van den Wijngaert S, Bossuyt N, Ferns B, et al. Bigger and better? Representativeness of the influenza A surveillance using one consolidated clinical microbiology laboratory data set as compared to the Belgian Sentinel Network of Laboratories. Front Public Health 2019; 7: 150. doi: 10.3389/fpubh.2019.00150 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Teirlinck AC, Broberg EK, Berg AS, et al. Recommendations for respiratory syncytial virus surveillance at the national level. Eur Respir J 2021; 58: 2003766. doi: 10.1183/13993003.03766-2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Yin N, Dellicour S, Daubie V, et al. Leveraging of SARS-CoV-2 PCR cycle thresholds values to forecast COVID-19 trends. Front Med 2021; 8: 743988. doi: 10.3389/fmed.2021.743988 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Yin N, Debuysschere C, Decroly M, et al. SARS-CoV-2 diagnostic tests: algorithm and field evaluation from the near patient testing to the automated diagnostic platform. Front Med 2021; 8: 650581. doi: 10.3389/fmed.2021.650581 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Tulchinsky TH. Chapter 5 – John Snow, cholera, the Broad Street pump; waterborne diseases then and now. In: Tulchinsky TH, ed. Case Studies in Public Health. London, Academic Press, 2018; pp. 77–99. Doi: 10.1016/B978-0-12-804571-8.00017-2 [DOI] [Google Scholar]
  • 12.Jester B, Schwerzmann J, Mustaquim D, et al. Mapping of the US domestic influenza virologic surveillance landscape. Emerg Infect Dis J 2018; 24: 1300–1306. doi: 10.3201/eid2407.180028 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Vandenberg O, Martiny D, Rochas O, et al. Considerations for diagnostic COVID-19 tests. Nat Rev Microbiol 2021; 19: 171–183. doi: 10.1038/s41579-020-00461-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Langedijk AC, Bont LJ. Respiratory syncytial virus infection and novel interventions. Nat Rev Microbiol 2023; 21: 734–749. doi: 10.1038/s41579-023-00919-w [DOI] [PubMed] [Google Scholar]
  • 15.Cuypers L, Bode J, Beuselinck K, et al. Nationwide harmonization effort for semi-quantitative reporting of SARS-CoV-2 PCR test results in Belgium. Viruses 2022; 14: 1294. doi: 10.3390/v14061294 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Busson L, Bartiaux M, Brahim S, et al. Prospective evaluation of diagnostic tools for respiratory viruses in children and adults. J Virol Methods 2019; 266: 1–6. doi: 10.1016/j.jviromet.2019.01.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Falsey AR, Cunningham CK, Barker WH, et al. Respiratory syncytial virus and influenza A infections in the hospitalized elderly. J Infect Dis 1995; 172: 389–394. doi: 10.1093/infdis/172.2.389 [DOI] [PubMed] [Google Scholar]

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