Evidence map›Paper›PMID 42239944›Full record

ArticleFrontiers in medicine2026

Clinical perspectives on wearable devices for pediatric cyanotic congenital heart disease: an expert survey to inform the early development of a multiparametric wearable biosensor.

Roberta Nossa, Antonio Lopalco, Angela Assunta Lopedota, Małgorzata Syczewska, Sandra Brasil, Eleonora Sarracco, Emanuela Crea, Francesco La Penna, Rosa Conte, Marina Montanaro and 5 more

Abstract read
In one paragraph

Article in Frontiers in medicine, 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

15 authors.

Roberta NossaScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy.
Antonio LopalcoDepartment of Pharmacy - Pharmaceutical Sciences, University of Bari Aldo Moro, Bari, Italy.
Angela Assunta LopedotaDepartment of Pharmacy - Pharmaceutical Sciences, University of Bari Aldo Moro, Bari, Italy.
Małgorzata SyczewskaThe Children's Memorial Health Institute (CMHI), Warsaw, Poland.
Sandra BrasilEPTRI - European Paediatric Transnational Research Infrastructure, University of Leuven, Leuven, Belgium.
Eleonora SarraccoEPTRI - European Paediatric Transnational Research Infrastructure, University of Leuven, Leuven, Belgium.
Emanuela CreaTEDDY European Network of Excellence for Paediatric Clinical Research, Bari, Italy.
Francesco La PennaTEDDY European Network of Excellence for Paediatric Clinical Research, Bari, Italy.
Rosa ConteFondazione per la Ricerca Farmacologica Gianni Benzi Onlus, Valenzano, Italy.
Marina MontanaroCVBF - Consorzio per Valutazioni Biologiche e Farmacologiche, Bari, Italy.
Giovanni MigliaccioCVBF - Consorzio per Valutazioni Biologiche e Farmacologiche, Bari, Italy.
Marek MigdalThe Children's Memorial Health Institute (CMHI), Warsaw, Poland.
Franco BartoloniEPTRI - European Paediatric Transnational Research Infrastructure, University of Leuven, Leuven, Belgium.
Donato BonifaziEPTRI - European Paediatric Transnational Research Infrastructure, University of Leuven, Leuven, Belgium.
Emilia BiffiScientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Pediatric medical device development remains limited, particularly for rare and complex conditions such as cyanotic congenital heart disease (CCHD). Although advances in surgery and diagnostics have improved survival, continuous and non-invasive monitoring of metabolic and physiological deterioration is not available outside hospital settings. Wearable devices could address this gap, but their clinical adoption requires alignment with real-world needs, usability, and healthcare workflows. This study aimed to capture clinician perspectives to inform the early development of a wearable multiparametric biosensor for pediatric CCHD within the European OrphaDev4Kids project (EU4H-2023-PJ). Methods: A structured, web-based anonymous survey was distributed through EPTRI channels to reach pediatric cardiology experts across Europe, including members of the OrphaDev4Kids Clinical Expert Committee. The questionnaire addressed current monitoring practices in CCHD, unmet clinical needs, usability and compliance, data integration, training requirements, and data governance. Quantitative responses were analyzed using descriptive statistics, and qualitative feedback was descriptively reviewed. Results: Clinicians reported that current CCHD monitoring relies mainly on imaging and basic physiological parameters, with minimal assessment of metabolic markers and no availability of non-invasive metabolic monitoring. Infancy, both before and after heart surgery, was identified as the most critical phase for remote monitoring. Respondents strongly supported non-invasive, multiparametric wearable devices providing threshold-based alerts and longitudinal summaries rather than continuous data streams. Comfort, intuitive design, and minimal disruption to daily activities were key determinants of patient compliance, while integration with clinical workflows, training, and technical support were essential for adoption. Clinicians also emphasized the importance of secure, regulation-compliant data handling. Despite limited familiarity with advanced wearable devices, clear and consistent expectations regarding functionality and usability emerged. Conclusion: This expert consultation identifies a clear unmet need and strong clinical support for the development of wearable, multiparametric biosensors tailored to pediatric patients with CCHD. The findings provide actionable guidance for device design and highlight the importance of combining technological innovation with human-centered design, workflow integration, and robust data governance to enable future clinical adoption.

Indexed as

clinical expert surveycyanotic congenital heart diseasemultiparametric biosensororphan medical devicespediatric cardiologypediatric medical device developmentremote patient monitoringwearable devices

Identifiers

PMID42239944
PMCPMC13226199

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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.