journal article·2025-10-14Open access

Development of Novel Wearable Biosensor for Continuous Monitoring of Central Body Motion

Mariana Gonzalez Utrilla, Bruce Henderson, Stuart Kelly, Osian Meredith, Basak Tas, Will Lawn, Elizabeth Appiah-Kusi, John F. Dillon, John Strang

Applied Sciences· Volume 15· Issue 20

Abstract

Accidental opioid overdose and Sudden Unexpected Death in Epilepsy (SUDEP) represent major forms of preventable mortality, often involving sudden-onset catastrophic events that could be survivable with rapid detection and intervention. The current physiological monitoring technologies are potentially applicable, but face challenges, including complex setups, poor patient compliance, high costs, and uncertainty about community-based use. Paradoxically, simple clinical observation in supervised injection facilities has proven highly effective, suggesting observable changes in central body motion may be sufficient to detect life-threatening events. We describe a novel wearable biosensor for continuous central body motion monitoring, offering a potential early warning system for life-threatening events. The biosensor incorporates a low-power, triaxial MEMS accelerometer within a discreet, chest-worn device, enabling long-term monitoring with minimal user burden. Two system architectures are described: stored data for retrospective analysis/research, and an in-development system for real-time overdose detection and response. Early user research highlights the importance of accuracy, discretion, and trust for adoption among people who use opioids. The initial clinical data collection, including the OD-SEEN study, demonstrates feasibility for capturing motion data during real-world opioid use. This technology represents a promising advancement in non-invasive monitoring, with potential to improve the outcomes for at-risk populations with multiple health conditions.
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Research context

OpenAlex topics: Infrared Thermography in Medicine

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Affiliations

National Addiction Centre, Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King’s College London, London SE5 8BB, UK

PneumoWave Ltd., Motherwell ML1 4WQ, UK

Department of Psychology, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London SE5 8AB, UK

South London and Maudsley NHS Foundation Trust, London SE5 8AZ, UK

School of Medicine, University of Dundee, Dundee DD1 4HN, UK

References (42)

Show source-provided references
1. Sudden Unexpected Death in Epilepsy: Epidemiology, Mechanisms, and Prevention10.1016/S1474-4422(16)30158-2 ↗
2. Worldwide Prevalence and Trends in Unintentional Drug Overdose: A Systematic Review of the Literature10.2105/AJPH.2015.302843 ↗
3. A Unified Hypothesis of SUDEP: Seizure-Induced Respiratory Depression Induced by Adenosine May Lead to SUDEP but Can Be Prevented by Autoresuscitation and Other Restorative Respiratory Response Mechanisms Mediated by the Action of Serotonin on the Periaq10.1111/epi.17521 ↗
4. Take-Home Naloxone for the Emergency Interim Management of Opioid Overdose: The Public Health Application of an Emergency Medicine10.1007/s40265-019-01154-5 ↗
5. The Spectrum of Epidemiology Underlying Sudden Cardiac Death10.1161/CIRCRESAHA.116.304521 ↗
6. Dead-in-Bed Syndrome in Young Diabetic Patients
7. Sudden Cardiac Death: Epidemiology and Risk Factors10.1038/nrcardio.2010.3 ↗
8. Sudden Infant Death Syndrome (SIDS): State of the Art and Future Directions10.7150/ijms.89490 ↗
9. Ramesh, S., Zalucky, A., Hemmelgarn, B.R., Roberts, D.J., Ahmed, S.B., Wilton, S.B., and Jun, M. (2016). Incidence of Sudden Cardiac Death in Adults with End-Stage Renal Disease: A Systematic Review and Meta-Analysis. BMC Nephrol., 17.10.1186/s12882-016-0293-8 ↗
10. Sudden Death in Type 1 Diabetes: The Mystery of the “dead in Bed” Syndrome10.1016/j.ijcard.2008.06.021 ↗
11. Current SIDS Research: Time to Resolve Conflicting Research Hypotheses and Collaborate10.1038/s41390-023-02611-4 ↗
12. The Lancet Commission to Reduce the Global Burden of Sudden Cardiac Death: A Call for Multidisciplinary Action10.1016/S0140-6736(23)00875-9 ↗
13. NIDA (2024). Drug Overdose Deaths: Facts and Figures, NIDA.
14. Heroin-Induced Respiratory Depression and the Influence of Dose Variation: Within-Subject between-Session Changes Following Dose Reduction10.1111/add.15014 ↗
15. Whole Body Physiology Model to Simulate Respiratory Depression of Fentanyl and Associated Naloxone Reversal10.1038/s43856-024-00536-5 ↗
16. Non-Analgesic Effects of Opioids: Opioid-Induced Respiratory Depression10.2174/138161212803582469 ↗
17. Yu, Y., Jain, B., Anand, G., Heidarian, M., Lowe, A., and Kalra, A. (2024). Technologies for Non-Invasive Physiological Sensing: Status, Challenges, and Future Horizons. Biosens. Bioelectron. X, 16.10.1016/j.biosx.2023.100420 ↗
18. The Impact of MHealth Interventions: Systematic Review of Systematic Reviews10.2196/mhealth.8873 ↗
19. Factors Affecting the Quality of Person-Generated Wearable Device Data and Associated Challenges: Rapid Systematic Review10.2196/20738 ↗
20. Jarque-Bou, N.J., Sancho-Bru, J.L., and Vergara, M. (2021). A Systematic Review of EMG Applications for the Characterization of Forearm and Hand Muscle Activity during Activities of Daily Living: Results, Challenges, and Open Issues. Sensors, 21.10.3390/s21093035 ↗
21. Gellman, M.D., and Turner, J.R. (2013). Actigraphy (Wrist, for Measuring Rest/Activity Patterns and Sleep) BT. Encyclopedia of Behavioral Medicine, Springer.
22. Reduction in Overdose Mortality after the Opening of North America’s First Medically Supervised Safer Injecting Facility: A Retrospective Population-Based Study10.1016/S0140-6736(10)62353-7 ↗
23. The North American Opioid Crisis: How Effective Are Supervised Consumption Sites?10.1016/S0140-6736(22)01593-8 ↗
24. Does Evidence Support Supervised Injection Sites?
25. Supervised Injection Facilities as Harm Reduction: A Systematic Review10.1016/j.amepre.2021.04.017 ↗
26. Impact of Safe Consumption Facilities on Individual and Community Outcomes: A Scoping Review of the Past Decade of Research10.1016/j.etdah.2022.100046 ↗
27. Mental Health among Clients of the Sydney Medically Supervised Injecting Centre (MSIC)10.1186/s12954-016-0117-y ↗
28. “Another Tool in the Toolkit”—Perceptions, Suggestions, and Concerns of Emergency Service Providers about the Implementation of a Supervised Consumption Site10.1016/j.drugpo.2023.104005 ↗
29. What Impacts the Acceptability of Wearable Devices That Detect Opioid Overdose in People Who Use Opioids? A Qualitative Study10.1111/dar.13737 ↗
30. Actigraphy: Analyzing Patient Movement
31. Performance Comparison between Wrist and Chest Actigraphy in Combination with Heart Rate Variability for Sleep Classification10.1016/j.compbiomed.2017.08.006 ↗
32. Use of Actigraphy to Characterize Inactivity and Activity in Patients in a Medical ICU10.1016/j.hrtlng.2020.02.002 ↗
33. The Role of Actigraphy in the Study of Sleep and Circadian Rhythms10.1093/sleep/26.3.342 ↗
34. The Role of Actigraphy in the Evaluation of Sleep Disorders10.1093/sleep/18.4.288 ↗
35. A Review of Wearable Sensors and Systems with Application in Rehabilitation10.1186/1743-0003-9-21 ↗
36. Detection of Generalized Tonic-Clonic Seizures by a Wireless Wrist Accelerometer: A Prospective, Multicenter Study10.1111/epi.12120 ↗
37. Long-Term Home Monitoring of Hypermotor Seizures by Patient-Worn Accelerometers10.1016/j.yebeh.2012.10.006 ↗
38. The Stigmatization of Problem Drug Users: A Narrative Literature Review10.3109/09687637.2012.743506 ↗
39. Characteristics of Fentanyl Overdose—Massachusetts, 2014–201610.15585/mmwr.mm6614a2 ↗
40. Diagnostic Definitions of Overdose and (Opioid-Induced) Respiratory Depression Relevant to Remote Monitoring via Accelerometry10.62401/2531-4122-2025-18 ↗
41. Overdose Detection Among High-Risk Opioid Users Via a Wearable Chest Sensor in a Supervised Injecting Facility: Protocol for an Observational Study10.2196/57367 ↗
42. (2025, July 24). Uniting History of Uniting MSIC. Available online: https://www.uniting.org/community-impact/uniting-medically-supervised-injecting-centre--msic/history-of-uniting-msic.