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Understanding risk of poor outcomes in adults hospitalised with respiratory syncytial virus infection: evidence from a multicentre UK cohort

Understanding risk of poor outcomes in adults hospitalised with respiratory syncytial virus infection: evidence from a multicentre UK cohort
Understanding risk of poor outcomes in adults hospitalised with respiratory syncytial virus infection: evidence from a multicentre UK cohort
Background : respiratory syncytial virus (RSV) causes substantial winter pressure on adult services. In the UK, RSV vaccination currently targets adults aged ≥75 years and care home residents; it remains uncertain whether this age criterion alone meaningfully discriminates risk of poor outcome among adults hospitalised with RSV.

Methods: we pooled three UK hospital cohorts (one prospective, two retrospective) of adults admitted with acute respiratory infection (ARI) and PCR-confirmed RSV. The primary outcome was ICU/HDU admission or all-cause mortality within 60 days. Prespecified predictors (age, sex and comorbidities) entered a LASSO-penalised logistic regression; selected variables were refitted using standard logistic regression. Discrimination, calibration and decision-analytic performance were assessed using 1,000-bootstrap internal validation and decision-curve analysis.

Results: among 334 adults, 37 (11.1%) experienced the primary outcome. An age-only rule mirroring current UK vaccine age-eligibility (≥75 years) demonstrated only modest discrimination (optimism-adjusted AUC 0.58, 95% CI 0.48–0.65) and a compressed distribution of predicted risks. A four-predictor model—including age, COPD, active/previous cancer and dementia—achieved higher discrimination AUC [0.77 (0.69–0.85)], a wider spread of predicted risks, and the greatest net benefit across clinically plausible escalation thresholds (5–20%).

Conclusions: in adults hospitalised with RSV-associated ARI, simple age-based heuristics—including the UK ≥75year threshold—showed only modest ability to discriminate risk of ICU/HDU admission/60-day mortality once hospitalised. Comorbidity-inclusive approaches may provide more informative hospital level risk stratification and warrant evaluation in future RSV vaccine-effectiveness and outcome studies. Any application requires external validation, more systematic RSV testing, and comparison with physiology-based scores in larger, vaccinated cohorts.
0040-6376
Morelli, Tommaso Geraldo
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Purcell, Martha
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Keating, Anluan
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Freeman, Anna
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Staples, Karl J.
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Rodrigues, Pedro
362fcb06-fcb0-49e7-a594-fd919e06bbf9
Jones, Abigail
f938f58e-0499-47e1-bf12-50b2f3ceb996
Allen, Alexander
fc4e1b1c-c37a-4dd7-90f9-65eba388b696
Clark, Tristan
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Wilkinson, Tom
8c55ebbb-e547-445c-95a1-c8bed02dd652
Morelli, Tommaso Geraldo
d30bcb3b-cb71-4869-ae7e-d880f7a21ccb
Purcell, Martha
073917f0-036f-4d4d-ad20-9c17d12286d3
Keating, Anluan
1e6e12e0-8a2f-425e-bc98-1b501f4c224b
Freeman, Anna
b5f45a0d-f9e4-4a91-9af0-40efb6730787
Staples, Karl J.
e0e9d80f-0aed-435f-bd75-0c8818491fee
Rodrigues, Pedro
362fcb06-fcb0-49e7-a594-fd919e06bbf9
Jones, Abigail
f938f58e-0499-47e1-bf12-50b2f3ceb996
Allen, Alexander
fc4e1b1c-c37a-4dd7-90f9-65eba388b696
Clark, Tristan
712ec18e-613c-45df-a013-c8a22834e14f
Wilkinson, Tom
8c55ebbb-e547-445c-95a1-c8bed02dd652

Morelli, Tommaso Geraldo, Purcell, Martha, Keating, Anluan, Freeman, Anna, Staples, Karl J., Rodrigues, Pedro, Jones, Abigail, Allen, Alexander, Clark, Tristan and Wilkinson, Tom (2026) Understanding risk of poor outcomes in adults hospitalised with respiratory syncytial virus infection: evidence from a multicentre UK cohort. Thorax. (doi:10.1136/thorax-2025-224192).

Record type: Article

Abstract

Background : respiratory syncytial virus (RSV) causes substantial winter pressure on adult services. In the UK, RSV vaccination currently targets adults aged ≥75 years and care home residents; it remains uncertain whether this age criterion alone meaningfully discriminates risk of poor outcome among adults hospitalised with RSV.

Methods: we pooled three UK hospital cohorts (one prospective, two retrospective) of adults admitted with acute respiratory infection (ARI) and PCR-confirmed RSV. The primary outcome was ICU/HDU admission or all-cause mortality within 60 days. Prespecified predictors (age, sex and comorbidities) entered a LASSO-penalised logistic regression; selected variables were refitted using standard logistic regression. Discrimination, calibration and decision-analytic performance were assessed using 1,000-bootstrap internal validation and decision-curve analysis.

Results: among 334 adults, 37 (11.1%) experienced the primary outcome. An age-only rule mirroring current UK vaccine age-eligibility (≥75 years) demonstrated only modest discrimination (optimism-adjusted AUC 0.58, 95% CI 0.48–0.65) and a compressed distribution of predicted risks. A four-predictor model—including age, COPD, active/previous cancer and dementia—achieved higher discrimination AUC [0.77 (0.69–0.85)], a wider spread of predicted risks, and the greatest net benefit across clinically plausible escalation thresholds (5–20%).

Conclusions: in adults hospitalised with RSV-associated ARI, simple age-based heuristics—including the UK ≥75year threshold—showed only modest ability to discriminate risk of ICU/HDU admission/60-day mortality once hospitalised. Comorbidity-inclusive approaches may provide more informative hospital level risk stratification and warrant evaluation in future RSV vaccine-effectiveness and outcome studies. Any application requires external validation, more systematic RSV testing, and comparison with physiology-based scores in larger, vaccinated cohorts.

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Accepted/In Press date: 16 January 2026
e-pub ahead of print date: 5 February 2026

Identifiers

Local EPrints ID: 509505
URI: http://eprints.soton.ac.uk/id/eprint/509505
ISSN: 0040-6376
PURE UUID: cfcb237a-1424-46d2-9802-731866a07381
ORCID for Tommaso Geraldo Morelli: ORCID iD orcid.org/0009-0008-7151-171X
ORCID for Anna Freeman: ORCID iD orcid.org/0000-0003-3495-2520
ORCID for Karl J. Staples: ORCID iD orcid.org/0000-0003-3844-6457
ORCID for Tristan Clark: ORCID iD orcid.org/0000-0001-6026-5295

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Date deposited: 24 Feb 2026 17:51
Last modified: 25 Feb 2026 03:06

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Contributors

Author: Tommaso Geraldo Morelli ORCID iD
Author: Martha Purcell
Author: Anluan Keating
Author: Anna Freeman ORCID iD
Author: Karl J. Staples ORCID iD
Author: Pedro Rodrigues
Author: Abigail Jones
Author: Alexander Allen
Author: Tristan Clark ORCID iD
Author: Tom Wilkinson

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