Evidence map›Paper›PMID 42471508›Full record

ArticleInfectious diseases and therapy2026

Global Viral Lower Respiratory Disease Episodes, Hospitalisations, and Clinical Outcomes by Aetiology, 2010-2021.

Ekaterina Maslova, Quinn Rafferty, Jiali Lei, Chengbin Wang, Jam Suba, Maja Pasovic, Samuel Ewald, Darwin Del Castillo, Charlotte Lupton, Yao Qiao and 3 more

Abstract read
In one paragraph

Article in Infectious diseases and therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Ekaterina MaslovaBioPharmaceuticals Medical, AstraZeneca, Cambridge, UK.
Quinn RaffertyInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Jiali LeiInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Chengbin WangInfectious Disease, Biopharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, USA.
Jam SubaInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Maja PasovicInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Samuel EwaldInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA.
Darwin Del CastilloSchool of Medicine, Universidad Científica del Sur, Lima, Peru.
Charlotte LuptonGlobal Medical, Respiratory and Immunology, BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, USA.
Yao QiaoGlobal Medical, Respiratory and Immunology, BioPharmaceuticals Medical, AstraZeneca, Gaithersburg, MD, USA.
Malin FageråsGlobal Medical, Respiratory and Immunology, BioPharmaceuticals Medical, AstraZeneca, Gothenburg, Sweden.
Pratik Sinha *Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
Catherine W Gillespie *Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA. katewg@uw.edu.ORCID http://orcid.org/0000-0002-3501-9540

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionViral lower respiratory tract disease (LRTD) is a major cause of global morbidity and mortality, but pathogen-specific estimates remain limited. We aimed to quantify the global burden of viral LRTD episodes, hospitalisations, and severe clinical outcomes by aetiology from 2010 to 2021.

methodsWe used the Global Burden of Disease (GBD) 2021 modelling framework to generate estimates of viral LRTD incidence, hospitalisations, and clinical outcomes from 2010 to 2021 for 204 countries and territories, 21 regions, and seven super-regions. Aetiology-specific estimates were generated for five viral categories: influenza, respiratory syncytial virus (RSV), human metapneumovirus (hMPV), SARS-CoV-2, and "other" viral pathogens. Data inputs included surveillance systems, clinical informatics, published literature, surveys, and vital registration. Viral LRTD incidence was estimated using DisMod-MR 2.1, a GBD Bayesian meta-regression tool for disease incidence. We then applied location-specific admission scalars, adjusted for healthcare access, to derive hospitalisations. Aetiology-specific clinical outcome proportions-including intensive care unit (ICU) need, invasive mechanical ventilation (IMV) need, and in-hospital mortality-were estimated using meta-regression-Bayesian, regularised, trimming models. These were then applied to the hospitalisation estimates. COVID-19 incidence and hospitalisations were estimated using established GBD COVID-19 methods. All estimates are reported with 95% uncertainty intervals (UIs).

resultsGlobally, viral LRTD episodes increased from 82.3 million (95% UI 76.4-88.2) in 2010 to 94.9 million (88.8-101.2) in 2019, while episode rates remained relatively stable at approximately 1200 per 100,000 population. Over the same period, hospitalisation rates increased by 40%, from 103.7 (96.1-111.4) to 145.4 (134.6-156.4) per 100,000 population. In 2020 and 2021, the emergence of SARS-CoV-2 resulted in sharp increases in burden, with episodes exceeding 1.1 billion in 2020 and 1.5 billion in 2021. During this period, 2020-2021, episode and hospitalisation rates associated with influenza, RSV, and hMPV declined by nearly 50%. Between 2010 and 2019, global rates of ICU need increased from 16.1 (14.3-18.0) to 23.7 (21.0-26.6) per 100,000 population, IMV need from 7.5 (6.7-8.4) to 11.2 (10.0-12.6), and in-hospital mortality from 9.4 (8.4-10.5) to 13.9 (12.3-15.6). In 2020-2021, SARS-CoV-2 dominated severe outcomes, with in-hospital mortality reaching 87.7 (83.3-92.2) per 100,000 population in 2021. Across the study period, older adults consistently experienced the highest rates of severe outcomes, and substantial regional variation was observed.

conclusionsBefore 2020, global incidence of viral LRTD was stable; however, hospitalisations and severe outcomes increased substantially, suggesting rising clinical severity and healthcare demand. The COVID-19 pandemic profoundly altered the global viral LRTD landscape, driving unprecedented increases in hospitalisations, intensive care use, and mortality, while suppressing other respiratory viruses in the years 2020 and 2021. These findings demonstrate a substantial burden of severe viral LRTD globally, with marked age and regional variations, underscoring the importance of sustained aetiology-specific surveillance, adequate healthcare capacity, and equitable access to preventive and therapeutic interventions.

Indexed as

Human metapneumovirusInfluenzaRespiratory syncytial virusRespiratory virusesViral lower respiratory tract disease

Identifiers

PMID42471508
PMCPMC13476213

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.