Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK

Introduction:: Respiratory Syncytial Virus (RSV) is a single-stranded RNA virus and a major cause of hospitalisations in paediatric and geriatric populations. In the Northern Hemisphere, the RSV season is typically between October and March. Following the introduction of Non-pharmaceutical Intervent...

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Published in:Epidemics
Main Authors: Gabriella Santiago, Carla White, Brendan Collins, Simon Cottrell, Chris Williams, Biagio Lucini, Mike B. Gravenor
Format: Article
Language:English
Published: Elsevier 2025-12-01
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1755436525000489
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author Gabriella Santiago
Carla White
Brendan Collins
Simon Cottrell
Chris Williams
Biagio Lucini
Mike B. Gravenor
author_facet Gabriella Santiago
Carla White
Brendan Collins
Simon Cottrell
Chris Williams
Biagio Lucini
Mike B. Gravenor
author_sort Gabriella Santiago
collection DOAJ
container_title Epidemics
description Introduction:: Respiratory Syncytial Virus (RSV) is a single-stranded RNA virus and a major cause of hospitalisations in paediatric and geriatric populations. In the Northern Hemisphere, the RSV season is typically between October and March. Following the introduction of Non-pharmaceutical Interventions (NPIs), in response to the COVID-19 pandemic, disruptions in seasonality have been observed. Methods:: We used an age-structured, deterministic SE2I2R model with time-dependent contact rates to study RSV hospitalisations and seasonality in the context of specific NPIs in Wales. The transmission process was linked to a clinical events model, to allow comparison to paediatric admissions data from Public Health Wales. The model was calibrated using Welsh demographics, social contact surveys and a severity index of Welsh NPI impact. Results:: Admissions data revealed three out-of-season outbreaks (Autumn 2020, Autumn 2021 and Summer 2022). A surge of admissions in Winter 2022-23 and Winter 2023-24 were forecasted, with peak timings correctly predicted, despite a more protracted outbreak observed in the data. Approximately, 90% of RSV admissions in Wales from 2016-22 were in infants under 1 year old; with the greatest shift in admissions age-structure in 2-4 year olds (quintupling in 2021). The model predicted a rapid return to pre-pandemic patterns after disruptions. Discussion/Conclusions:: Out-of-season peaks chiefly coincided with NPI relaxation. The post-pandemic response of RSV, in terms of timings, magnitude and age-structure shift, were all broadly consistent with simple interruptions in population exposure during the pandemic and the build up of immune naïve cohorts. Our model forms the basis of medium-term projections for paediatric RSV admissions in Wales.
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spelling doaj-art-2fc21fec94bc4e3dabca98dc606882cb2025-11-02T18:26:56ZengElsevierEpidemics1755-43652025-12-015310086010.1016/j.epidem.2025.100860Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UKGabriella Santiago0Carla White1Brendan Collins2Simon Cottrell3Chris Williams4Biagio Lucini5Mike B. Gravenor6Mathematics Department, School of Mathematics and Computer Science, Swansea University, Fabian Way, Swansea, SA2 8EN, Wales, United Kingdom; Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, Wales, United Kingdom; Corresponding author at: Mathematics Department, School of Mathematics and Computer Science, Swansea University, Fabian Way, Swansea, SA2 8EN, Wales, United Kingdom.Medical School, Swansea University, Singleton Park, Swansea, SA2 8PP, Wales, United KingdomWHO CC on Investment for Health and Wellbeing, Public Health Wales, 2 Capital Quarter, Cardiff, CF10 4BZ, Wales, United Kingdom; Department of Public Health, Policy and Systems, University of Liverpool, Brownlow Street, Liverpool, L69 3GF, England, United KingdomPublic Health Wales, 2 Capital Quarter, Cardiff, CF10 4BZ, Wales, United KingdomPublic Health Wales, 2 Capital Quarter, Cardiff, CF10 4BZ, Wales, United KingdomMathematics Department, School of Mathematics and Computer Science, Swansea University, Fabian Way, Swansea, SA2 8EN, Wales, United Kingdom; School of Mathematical Sciences, Queen Mary University of London, Mile End Road, London, E1 4NS, England, United KingdomMedical School, Swansea University, Singleton Park, Swansea, SA2 8PP, Wales, United KingdomIntroduction:: Respiratory Syncytial Virus (RSV) is a single-stranded RNA virus and a major cause of hospitalisations in paediatric and geriatric populations. In the Northern Hemisphere, the RSV season is typically between October and March. Following the introduction of Non-pharmaceutical Interventions (NPIs), in response to the COVID-19 pandemic, disruptions in seasonality have been observed. Methods:: We used an age-structured, deterministic SE2I2R model with time-dependent contact rates to study RSV hospitalisations and seasonality in the context of specific NPIs in Wales. The transmission process was linked to a clinical events model, to allow comparison to paediatric admissions data from Public Health Wales. The model was calibrated using Welsh demographics, social contact surveys and a severity index of Welsh NPI impact. Results:: Admissions data revealed three out-of-season outbreaks (Autumn 2020, Autumn 2021 and Summer 2022). A surge of admissions in Winter 2022-23 and Winter 2023-24 were forecasted, with peak timings correctly predicted, despite a more protracted outbreak observed in the data. Approximately, 90% of RSV admissions in Wales from 2016-22 were in infants under 1 year old; with the greatest shift in admissions age-structure in 2-4 year olds (quintupling in 2021). The model predicted a rapid return to pre-pandemic patterns after disruptions. Discussion/Conclusions:: Out-of-season peaks chiefly coincided with NPI relaxation. The post-pandemic response of RSV, in terms of timings, magnitude and age-structure shift, were all broadly consistent with simple interruptions in population exposure during the pandemic and the build up of immune naïve cohorts. Our model forms the basis of medium-term projections for paediatric RSV admissions in Wales.http://www.sciencedirect.com/science/article/pii/S1755436525000489Respiratory Syncytial VirusNon-pharmaceutical interventionsPaediatricSeasonalityBronchiolitisWales
spellingShingle Gabriella Santiago
Carla White
Brendan Collins
Simon Cottrell
Chris Williams
Biagio Lucini
Mike B. Gravenor
Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
Respiratory Syncytial Virus
Non-pharmaceutical interventions
Paediatric
Seasonality
Bronchiolitis
Wales
title Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
title_full Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
title_fullStr Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
title_full_unstemmed Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
title_short Investigating the impact of non-pharmaceutical interventions (NPIs) on post-pandemic Respiratory Syncytial Virus (RSV) hospitalisations and seasonality in Wales, UK
title_sort investigating the impact of non pharmaceutical interventions npis on post pandemic respiratory syncytial virus rsv hospitalisations and seasonality in wales uk
topic Respiratory Syncytial Virus
Non-pharmaceutical interventions
Paediatric
Seasonality
Bronchiolitis
Wales
url http://www.sciencedirect.com/science/article/pii/S1755436525000489
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