Body-Worn Sensor for Point-of-Care Vascular Access Monitoring
Lead Research Organisation:
Queen Mary University of London
Department Name: School of Engineering & Materials Scienc
Abstract
Chronic kidney disease is a major challenge for healthcare systems in the UK and around the world. It is estimated that a significant proportion of NHS budget is spent on life sustaining renal replacement therapy including haemodialysis. During haemodialysis, arterial blood is filtered externally to remove toxins through a surgically created vascular access in the form of arteriovenous fistulas and grafts. The lifetime cost of the treatment and the long-term dialysis efficacy critically depends on maintaining the functions of the vascular access. Access failure is the leading cause of hospitalisation and surgery for patients on haemodialysis, with dialysis related admissions costing an estimated £75m each year. This failure is often a result of vascular narrowing which increases the risk of vascular occlusion caused by clotting. Hence, access maintenance is the key in the life-sustaining treatment for patients under haemodialysis.
Current recommendations for vascular access surveillance are focused on clinical assessment and flow-volume measurement during the hospital visits for dialysis treatment, which often only identify already established problems. Therefore, a more regular or continuous monitoring approach which enables the early identification of those patients at highest risk will improve long-term patency rates, improving quality of life while simultaneously reducing mortality rates and treatment costs.
In this project, we will develop a body-worn sensor for cardiovascular monitoring, particularly to address a long-standing clinical challenge in vascular access health surveillance. Presently, vascular access surveillance is purely hospital-visit based, which is expensive and inadequate as problems often occur outside hospitals. Our preliminary clinical studies suggest that early signs of access failure can be detected even before the first hospital visit. The outcome of this adventurous research is expected to transform not only the current clinical practice in vascular-access surveillance but also the future broader cardiovascular monitoring and homecare.
Current recommendations for vascular access surveillance are focused on clinical assessment and flow-volume measurement during the hospital visits for dialysis treatment, which often only identify already established problems. Therefore, a more regular or continuous monitoring approach which enables the early identification of those patients at highest risk will improve long-term patency rates, improving quality of life while simultaneously reducing mortality rates and treatment costs.
In this project, we will develop a body-worn sensor for cardiovascular monitoring, particularly to address a long-standing clinical challenge in vascular access health surveillance. Presently, vascular access surveillance is purely hospital-visit based, which is expensive and inadequate as problems often occur outside hospitals. Our preliminary clinical studies suggest that early signs of access failure can be detected even before the first hospital visit. The outcome of this adventurous research is expected to transform not only the current clinical practice in vascular-access surveillance but also the future broader cardiovascular monitoring and homecare.
Organisations
- Queen Mary University of London (Lead Research Organisation)
- Royal Free Hospital (Collaboration)
- Royal London Hospital (Collaboration, Project Partner)
- UNIVERSITY OF LEEDS (Collaboration)
- IMPERIAL COLLEGE LONDON (Collaboration)
- Imperial College London (Project Partner)
- Royal Free London NHS Foundation Trust (Project Partner)
- August International Ltd (Project Partner)
People |
ORCID iD |
Lei Su (Principal Investigator) |
Publications
Fan P
(2021)
Learning Enabled Continuous Transmission of Spatially Distributed Information through Multimode Fibers
in Laser & Photonics Reviews
Fan P
(2022)
Deep Learning Enabled Scalable Calibration of a Dynamically Deformed Multimode Fiber
in Advanced Photonics Research
Hernandez-Alvarez C
(2023)
Tuning parameters of phase retrieval algorithm for single-shot imaging based on object-modulated speckles by particle swarm optimization
in Optics & Laser Technology
Wang X
(2023)
Soft Optical Waveguides for Biomedical Applications, Wearable Devices, and Soft Robotics: A Review
in Advanced Intelligent Systems
Wang X
(2022)
Learning to sense three-dimensional shape deformation of a single multimode fiber.
in Scientific reports
Zhang J
(2022)
A review of geometry-confined perovskite morphologies: From synthesis to efficient optoelectronic applications
in Nano Research
Zhou Y
(2022)
Single-crystal organometallic perovskite optical fibers.
in Science advances
Description | We synthesised ultrasound transducer materials in the lab and made wearable ultrasound sensors by using our transducers. We compared the performance of our transducers with commercial ultrasound probes and comparable results are obtained. |
Exploitation Route | We will further develop our wearable ultrasound sensors into a prototype and aim to carry out in-human trials soon. |
Sectors | Healthcare |
Description | QMUL-CSC PhD Studentship |
Amount | £80,000 (GBP) |
Organisation | Chinese Scholarship Council |
Sector | Charity/Non Profit |
Country | China |
Start | 08/2023 |
End | 08/2027 |
Description | Wearable ultrasound sensor for vascular access home monitoring |
Amount | £25,000 (GBP) |
Funding ID | Dialysis - Project 01 (co-funded by SEPKA) |
Organisation | Kidney Research UK |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 03/2023 |
End | 02/2025 |
Description | Partnership with Imperial College London |
Organisation | Imperial College London |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We are developing wearable ultrasound sensors. |
Collaborator Contribution | Providing support and technical advice on flexible electronics, ultrasound imaging, and human-machine interface. |
Impact | Ongoing and to be reported. Multidisciplinary, including ultrasound imaging, flexible electronics and human-machine interface. |
Start Year | 2021 |
Description | Partnership with Royal Free Hospital |
Organisation | Royal Free Hospital |
Country | United Kingdom |
Sector | Hospitals |
PI Contribution | We are developing ultrasound transducers. |
Collaborator Contribution | Providing clinical support and patient advice on ultrasound vascular access surveillance. |
Impact | Ongoing and to be reported. Multidisciplinary, including clinical ultrasound scan, ultrasound sensors and wearable technologies. |
Start Year | 2021 |
Description | Partnership with Royal London Hospital |
Organisation | Royal London Hospital |
Country | United Kingdom |
Sector | Hospitals |
PI Contribution | We are develop ultrasound transducers for measuring the blood flow patterns in vascular access monitoring. |
Collaborator Contribution | Providing clinical advice and support. |
Impact | Ongoing and outcome is to be reported. Multidisciplinary collaboration, including clinical research, wearable technologies, sensors and mornitoring. |
Start Year | 2021 |
Description | Partnership with University of Leeds |
Organisation | University of Leeds |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We are developing ultrasound transducers. |
Collaborator Contribution | Providing support and technical advice on ultrasonics particularly on the electronic system for ultrasound detection and analysis. |
Impact | Ongoing and the outcome is to be reported. Multidisciplinary, including electronics, ultrasonics and ultrasound measurements. |
Start Year | 2022 |
Title | Wearable ultrasound sensor for health monitoring |
Description | A laboratory prototype of the wearable ultrasound sensor patch and ethical approval obtained to conduct laboratory testing of the sensor for human volunteers. Currently the project is supported by Kidney Research UK. |
Type | Diagnostic Tool - Non-Imaging |
Current Stage Of Development | Initial development |
Year Development Stage Completed | 2023 |
Development Status | Under active development/distribution |
Impact | Research using the device for applications in vascular access monitoring. Further funding is to be sought to move on to the next stage in clinical trials. |
Description | Research demonstration to University undergraduate students |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Local |
Primary Audience | Undergraduate students |
Results and Impact | In this workshop to showcase the research projects in Biomedical Engineering at Queen Mary University of London to first year undergraduate students in biomedical engineering (70 students in total). A demonstration with the wearable ultrasound sensor patch was carried out to show the scale of the sensor and explaining the working mechanism and application of the ultrasound sensor patch. The event was successful. Students in groups asked questions during the 2 hours workshop, demonstrating their strong interest. Several students expressed their interests in taking a final year project in ultrasound sensor patch. |
Year(s) Of Engagement Activity | 2023 |