Evidence map›Paper›PMID 41855476›Full record

Observational studyJMIR research protocols2026

Utilization and Feasibility of a Wearable Device in Patients With Sedative Effects of Drugs: Protocol for a Prospective Observational Study for the Advanced Respiratory Monitoring Events in Drug Toxicity (ARM-ED) Study.

Lisa Christine Dunlop, Bruce Henderson, Osian Meredith, Chris Trueman, Christopher Carlin, Robert Docking, David J Lowe

Abstract readObservational Study
In one paragraph

Observational study in JMIR research protocols, 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
–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

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

7 authors.

Lisa Christine DunlopEmergency Department, Queen Elizabeth University Hospital, 1345 Govan Road, Glasgow, G51 4TF, United Kingdom, 44 0141 452 2930.ORCID 0000-0001-6600-4766
Bruce HendersonPneumoWave Ltd, Motherwell, United Kingdom.ORCID 0009-0005-0464-3331
Osian MeredithPneumoWave Ltd, Motherwell, United Kingdom.ORCID 0009-0007-8268-0490
Chris TruemanPneumoWave Ltd, Motherwell, United Kingdom.ORCID 0009-0002-6659-676X
Christopher CarlinDepartment of Respiratory Medicine, Queen Elizabeth University Hospital, Glasgow, United Kingdom.ORCID 0000-0002-8520-7224
Robert DockingIntensive Care Department, Queen Elizabeth University Hospital, Glasgow, United Kingdom.ORCID 0000-0002-1531-1157
David J LoweEmergency Department, Queen Elizabeth University Hospital, 1345 Govan Road, Glasgow, G51 4TF, United Kingdom, 44 0141 452 2930.ORCID 0000-0003-4866-2049

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Drug-related deaths worldwide are most commonly attributed to opioids. Opioids and other sedative drugs can cause respiratory depression and airway compromise, leading to hypoxia and death. Device technology and artificial intelligence used to detect drug overdose has the potential to improve outcomes. PneumoWave Ltd has developed a small chest-worn respiratory monitoring device to detect concerning breathing patterns and alert an emergency response. Objective: The aim of this study is to investigate the feasibility of using the PneumoWave device in hospital patients at risk of respiratory depression. Methods: This 18-month prospective observational study was performed at the Queen Elizabeth University Hospital, Glasgow. The study investigates the use of the device on 3 groups of patients at risk of respiratory depression due to drugs. This includes patients attending the emergency department (ED) due to sedative drug overdose, patients receiving procedural sedation and analgesia in the ED, and patients receiving general anesthesia in theaters. Consenting participants will have the PneumoWave sensor paired with end-tidal CO2 monitoring and regular recordings of vital signs. Usability will be tested by administering a questionnaire to the patient, the clinician, and the nurse. The primary end point is to determine the feasibility of gathering respiratory data from a wearable respiratory monitoring device in the ED. Statistical analysis includes comparison of biosensor data against reference physiology time course data. Results: Trial recruitment was completed on December 8, 2023. Twenty-five patients were enrolled in group 1 (acute toxicity); 39 patients in group 2 (procedural sedation), including 1 patient who was subsequently withdrawn; and 14 patients in group 3 (acute toxicity), with 2 patients withdrawn. Publication of the study results is anticipated by December 2025. Conclusions: This study will explore the feasibility of the PneumoWave device in a variety of clinical contexts in which risk of pharmacologically induced respiratory depression is present. This will provide valuable insight into the use of device technology in individuals at risk of illicit drug-related harm within the relative safety of a hospital setting. A limitation of the study procedure is exclusion of patients with intoxication after sedative drug overdose who lack the capacity to provide informed consent. This study has been designed to acquire feasibility data to demonstrate the potential for continuous respiratory monitoring to improve outcomes for patients who are at risk of drug-induced respiratory depression, inform product development, and inform the design of future pivotal clinical investigations.

Indexed as

Drug OverdoseHypnotics and SedativesRespiratory InsufficiencyWearable Electronic DevicesAdultEmergency Service, HospitalFeasibility StudiesFemaleHumansMaleMonitoring, PhysiologicProspective StudiesScotlandHypnotics and Sedativesbenzodiazepine toxicitydrug toxicityemergency departmentillicit drug toxicityopioid-induced respiratory depressionrespiratory biosensorwearable device

Identifiers

PMID41855476
PMCPMC13002005

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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.