Dynamic muscle function monitoring in older adults: development of a novel wearable device to measure muscle function

Lead Research Organisation: Newcastle University
Department Name: Translational and Clinical Res Institute

Abstract

As people age, walking often becomes more difficult. This reduces mobility which increases the risk of falls and fractures, which may lead to loss of independent living, social isolation, and increased risk of death. Reasons why walking worsens with age including changes in circulation, nerves, lung function, joints, and muscles. This project focuses on age-related changes in muscle. A muscle disease known as sarcopenia is common in older adults, affecting 10% - 20% of adults over 65 years. Sarcopenia is characterized by muscle wasting and decreased muscle strength and function. Sarcopenia reduces mobility as the muscles are not strong enough to move the joints efficiently. Sarcopenia is also associated with many age-related chronic diseases and the immune system. Health care costs directly associated with muscle weakness and sarcopenia were estimated to be £2.5 billion in the UK in 2016. As the population ages, sarcopenia will affect a projected 18-32 million Europeans by 2045, an increase of 64% - 72% from 2016. Assessing the health of the muscular system and developing appropriate interventions for sarcopenia is therefore essential for advancing healthy ageing, longevity, and quality of life. Currently there is no reliable non-invasive, low-cost method of measuring muscle health and diagnosing sarcopenia. Our multidisciplinary team propose to develop a novel wearable device (the 'MyoSock') that is low cost, non-invasive and easy to use. The initial users of the device we will target will be researchers developing pharmaceutical and non-pharmaceutical interventions (e.g. exercises and nutrition). The researchers will benefit from this device by having an objective method of measuring muscle health and of monitoring effectiveness of treatments. The long-term goal is to develop this device commercially for both clinical and nonclinical (general muscle activity monitoring) purposes comparable to smart watches such as fitbits or Apple iwatch measuring steps and pulse rate. The study consists of three elements: an engineering part, an experimental part, and an analytical validation part. Engineers together with a small UK company who produce 'intelligent' sports garments will develop the 'MyoSock'. It will contain different types of sensors connected by imprinted circuits enclosed in a knee length compression stocking. Signals will be sent to a computer or smartphone. The sensors will measure leg movement and changes in pressure, temperature and electricity generated when muscles contract. The experimental component will consist of two parts: testing the device in a university-based Movement Laboratory and imaging the leg muscles with magnetic resonance (MR) scans. Participants will include 20 healthy older women aged over 65 years. Women are selected as women have more problems with mobility and fall more often. The Movement Laboratory testing involves participants contracting leg muscles whilst sitting and walking for five minutes. The imaging will take place at the Magnetic Resonance Centre. The specialized MR scans will measure the volume of muscle, amount of fat in the muscle and indicate types of muscle fibres (slow / fast) present. The third component, analytical validation, will analyse the recordings from the 'MyoSock' and the MR scans. We will investigate relationships between muscle health measurements from the 'Myosock' and changes in muscle volume, fatty infiltration and muscle cell types as assessed by MR scans. An early stage researcher with funding for 3 years will also be working on development of the device. This project is highly innovative as it involves different sensor types, extracts novel features from signals and applies nontraditional methods to the signals. The detailed MR scans which allow us to 'look inside' the muscle will provide strong validation. In summary, this device could transform the approach to health care of the ageing population by addressing muscle health, essential for healthy ageing.

Publications

10 25 50
 
Description We successfully constructed a smart sock with embedded circuits and sensors to measure muscle activity, muscle expansion and ankle movement. A clip-on microprocessor transmitted signals to an android phone and a detachable battery supplied power to the sock. A person is able to freely move around whilst signals are being transmitted. Additionally, we collected signals from 20 older adults whilst they were walking, isometrically contracting leg muscles or performing fatiguing muscle contractions. We collected magnetic resonance images from all 20 participants including a very novel technique called 31P spectroscopy which provides information about muscle metabolism.We encountered several issues which are helpful when developing the next prototype. These include:
1) Problems with transmission of data due to Bluetooth connectivity. Wifi will be used in the next prototype.
2) The sock was too small and needed to be extended. Accurate measurement of different leg sizes is required for the next prototype.
3) There was a very low signal to noise ratio for the muscle activity. This is due to a combination of factors including electrode design, sampling frequency and the type of chip in the microprocessor.
Exploitation Route The combination of sensors used and novel validation methods (MRI including 31P spectroscopy) may be useful for companies developing devices to monitor muscle health. This project integrates muscle physiology with electronics and the importance of this interdisciplinary perspective may encourage other teams to focus on this. Additionally, the outcome measure focuses on muscle health not just activity which is novel and has application to many different markets.
Sectors Electronics,Healthcare,Leisure Activities, including Sports, Recreation and Tourism,Pharmaceuticals and Medical Biotechnology

URL https://vimeo.com/642231828
 
Description Ageing Spring School Travel Scholarship
Amount £2,000 (GBP)
Organisation Newcastle University 
Sector Academic/University
Country United Kingdom
Start 04/2022 
End 04/2022
 
Description ESRC Healthy Ageing Catalyst Follow on Fund
Amount £100,792 (GBP)
Funding ID ES/Y001419/1 
Organisation Newcastle University 
Sector Academic/University
Country United Kingdom
Start 03/2023 
End 08/2023
 
Description Kymira plc -MyoSock 
Organisation KYMIRA Sports
Country United Kingdom 
Sector Private 
PI Contribution We have provided details to Kymira regarding the size requirements and type of material needed to produce the wearable garment, the MyoSock, as well as the type of closure needed. We provided instructions on the type and number of sensors (IMUs, EMG sensors, strain gauges) as well as the precise locations of the sensors. We have had regular meetings with the chief technical officer, garment designer and grant writer. We have also had regular meetings to solve issues of downloading data via raspberry pi as there were issues with the cloud method.
Collaborator Contribution Kymira have produced two pairs of smart socks (MyoSocks) with embedded sensors and microprocessors. Additionally, they, together with a third party, have developed a wearable - textile platform that collects the motion and muscle activity data and stores them on a Cloud infrastructure.
Impact Two pairs of smart socks with embedded sensors and microprocessors have been manufactured by Kymira. Software technology has been developed, with assistance from a third party, to transmit data to the cloud.
Start Year 2021
 
Title MyoSock: a wearable device for monitoring muscle health and diagnosing sarcopenia 
Description The purpose of the smart garment, the MyoSock, is to measure muscle health and diagnose sarcopenia through muscle health scores derived from features extracted from multi-modal sensors embedded in the MyoSock. Validation is achieved with features extracted from MRI scans and clinical assessments. We have completed WP1 (Electronics) and design and development of the device (WP2). Work packages WP3 (Testing the embedded wearable device) and WP4 (Analytical validation) will be started soon. We are looking at the next stage of development and will be applying for an i4i PDA. We have identified a company who are enthusiastic about collaborating with us. Additionally, I have had meetings with several venture capitalists interested in the MyoSock. 
Type Diagnostic Tool - Non-Imaging
Current Stage Of Development Initial development
Year Development Stage Completed 2022
Development Status Under active development/distribution
Impact The development of the product has raised issues regarding sizing requirements, material properties of the textile, flexibility of strain gauges and localisation of the sensors overlying muscles. The development process has resulted in changes in design of the next prototype we plan to develop and methods of printing circuits. 
 
Title Extraction of sensor signals from transmitted signal 
Description The software extracts the individual sensor signals from the signal transmitted via Bluetooth to the PC. Code has been developed which determines ankle angles from the IMUs, bandpass filtered linear envelopes from the EMG and amounts of muscle expansion from strain gauges. 
Type Of Technology Detection Devices 
Year Produced 2022 
Impact The software will enable the MyoSock to relay data from the signals directly to the PC rather than via the cloud. 
 
Description Ageing: the funder landscape and our work at Newcastle University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact This event was dedicated to both the funding landscape in Ageing Research and research undertaken at Newcastle University in this area.
I showcased the research work funded by the UKRI Healthy Ageing Catalyst Award I am involved with and described this funding stream.
Additionally, I discussed some of the benefits and pitfalls or working with industry.
Year(s) Of Engagement Activity 2021
 
Description Invited pitch - Johnson&Johnson (Washington DC) 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact As a Global Ageing Catalyst Award holder, we were invited by the National Academy of Medicine, USA (organiser of Global Challenge) to deliver a pitch to Johnson & Johnson.
Year(s) Of Engagement Activity 2022
 
Description MedTech Integrates, London 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact MedTech Integrates is an annual event held in London which brings together Industry, academia, government and regulators to discuss and demonstrate novel solution involving medical technology. I and a colleague operated a stall at Medtech Integrates to demonstrate the MyoSock, funded by the ESRC Catalyst Award.
Year(s) Of Engagement Activity 2022
 
Description North East Postgraduate Conference 2021 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact The purpose of the NEPG conference was to share postgraduates' research with other postgraduate students from across all disciplines. Part of the challenge was to convey very specialised research into language that students unfamiliar with the topic would understand. Naveed E Saba, the early stage researcher working on the UKRI funded MyoSock project, presented our research 'A study investigating lower limb wearable sensors to measure muscle health validated with magnetic resonance imaging'. The impact was that it made the participants aware of the age-related issue of muscle wasting or sarcopenia and the problem that it cannot be measured accurately.
Year(s) Of Engagement Activity 2021
 
Description Short video on MyoSock 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact The video was made originally for the virtual booth we managed at the UKRI Healthy Ageing Conference held in November 2021. It is however freely accessible online on Vimeo. I have referenced this video when meeting venture capitalists and potential academic and business partners as well as university colleagues. The video succinctly summarises our research, our multidisciplinary team, the excellent facilities at Newcastle University, the clinical purpose of the MyoSock and its potential impact.
Year(s) Of Engagement Activity 2021
URL https://vimeo.com/642231828
 
Description SoapBox Science -Newcastle 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact The activity involved a member of the research team standing in the centre of Newcastle city (Monument - the 'soapbox') delivering an impactful presentation, in lay language to members of the public on a Saturday afternoon.
Year(s) Of Engagement Activity 2022
 
Description UKRI Healthy Ageing Conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact We managed a virtual booth at the UKRI Healthy Ageing Conference held on 15.11.21 -16.11.21.
The event showcased expert speakers and insightful sessions on a wide range of topics - from addressing inequalities in health, understanding behaviour change, learning from disruptive business models through to reimagining homes, places and work. This online conference, delivered by UKRI's Healthy Ageing Challenge in partnership with the Centre for Ageing Better brought together thought leaders, innovators, businesses, academic researchers and policy makers from across the healthy ageing domain.
The event also provided the chance for delegates to chat directly with our project and other delegates in the dedicated networking sessions.
I and another team member Naveed E Saba were present to answer questions about the device we are developing -the MyoSock.
We also produced a video which is accessible to the public, describing our device and its clinical relevance
Year(s) Of Engagement Activity 2021
URL https://vimeo.com/642231828