Evidence map›Paper›PMID 41699321›Full record

Observational studyEuropean journal of pediatrics2026

Optimizing pediatric bronchiolitis management through an integrated hub-and-spoke network: evidence from a regional Italian experience.

Marina Francesca Strati, Marcello Mariani, Giacomo Brisca, Silvia Buratti, Marta Ferretti, Alberto Gaiero, Valeria Musso, Andrea Gazzolo, Francesca Ginocchio, Katiuscia Zerbini and 12 more

Abstract readObservational Study
PubMed Publisher
In one paragraph

Observational study in European journal of pediatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Review
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

22 authors.

Marina Francesca Strati *Neonatal and Pediatric Intensive Care Unit, Intermediate Care Unit, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Marcello Mariani *Pediatric Infectious Diseases Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Giacomo BriscaNeonatal and Pediatric Intensive Care Unit, Intermediate Care Unit, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy. giacomobrisca@gaslini.org.ORCID http://orcid.org/0000-0001-7992-0181
Silvia BurattiNeonatal and Pediatric Intensive Care Unit, Intermediate Care Unit, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Marta FerrettiEmergency Room and Pediatric Emergency Medicine, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Alberto GaieroPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, Savona, Italy.
Valeria MussoPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, Savona, Italy.
Andrea GazzoloPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, Savona, Italy.
Francesca GinocchioPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, Savona, Italy.
Katiuscia ZerbiniPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, Imperia, Italy.
Diego MinghettiPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, Imperia, Italy.
Maria Franca CoronaPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, La Spezia, Italy.
Laura De HofferPediatrics and Neonatology Unit, IRCCS Istituto Giannina Gaslini, La Spezia, Italy.
Daniela PirloNeonatal and Pediatric Intensive Care Unit, Intermediate Care Unit, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Emanuela PiccottiEmergency Room and Pediatric Emergency Medicine, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Elio CastagnolaPediatric Infectious Diseases Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Luca Antonio RamenghiDepartment of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal and Child Health (DINOGMI), University of Genova, Genova, Italy.
Giuseppe SpigaClinical Governance Unit, Health Management Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Marisa AlbertiHealth Management Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Raffaele SpiazziHealth Management Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Renato BottiHealth Management Unit, IRCCS Istituto Giannina Gaslini, Genoa, Italy.
Andrea MoscatelliNeonatal and Pediatric Intensive Care Unit, Intermediate Care Unit, Emergency Department, IRCCS Istituto Giannina Gaslini, Genoa, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to describe the implementation and functioning of a regional hub-and-spoke model ("Gaslini Diffuso") for managing pediatric bronchiolitis in Liguria, Italy, during the 2023-2024 season, focusing on severity stratification, resource allocation, and outcomes. A retrospective observational study was conducted across one tertiary hub (IRCCS Istituto Giannina Gaslini, Genoa) and four affiliated spoke hospitals. Medical records of all patients aged 0-2 years hospitalized with bronchiolitis (ICD-9-CM 466.19) between October 2023 and March 2024 were reviewed. Demographic, clinical, microbiological, and treatment data were analyzed. Predictors of centralization to the hub were identified through multivariable logistic regression. A total of 562 patients were included (median age 95 days; 40.4% female). Most cases were mild to moderate, with 56.6% requiring respiratory support-mainly low-flow oxygen or HFNC-and only 2% requiring mechanical ventilation. Thirteen patients (2.3%) were admitted to the PICU, and no deaths occurred. Centralized patients (n = 10) were significantly younger (median 43.5 days) and had higher severity indicators, including elevated CO₂ and CRP levels, and longer respiratory support (median 5 vs. 3-4 days, p < 0.001). Independent risk factors for centralization were age < 60 days (OR 23.1, p = 0.004) and HFNC use (OR 20.5, p = 0.006). Spoke centers showed homogeneous adherence to referral criteria, though some variability in ancillary treatments persisted.

conclusionsThe Ligurian hub-and-spoke model demonstrated internal consistency between referral criteria and observed patient severity, supporting appropriate case stratification within the regional network. This integrated framework enhanced regional coordination and represents a scalable, sustainable model for pediatric respiratory disease management. WHAT IS KNOWN: • Bronchiolitis is the leading cause of hospitalization in infants under two, with seasonal surges that may overwhelm pediatric services; management remains largely supportive. • Hub-and-spoke models have been proposed to optimize care and resource allocation, but real-world data on their clinical and organizational impact, especially post-COVID, is limited. WHAT IS NEW: • This study evaluates, for the first time in Italy, the real-world implementation of a regional hub-and-spoke model (Gaslini Diffuso) for bronchiolitis management. • The model enabled effective stratification of disease severity, with high specificity in centralizing only the most critical cases, ensuring efficient use of pediatric intensive care resources.

Indexed as

BronchiolitisFemaleHospitalizationHumansInfantInfant, NewbornItalyMaleRetrospective StudiesSeverity of Illness IndexBronchiolitisHub and spokePediatric careRSV

Identifiers

What OpenQuestion 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 OpenQuestion graph.