Multi-electrode electromyography: developing electrical cross-sectional imaging of skeletal muscle.

Lead Research Organisation: Newcastle University
Department Name: Institute of Neuroscience

Abstract

Needle electromyography (EMG) is an essential diagnostic test in the investigation of patients with peripheral nerve and muscle disease. For conditions such as motor neuron disease, a relentlessly progressive degeneration of the motor system, it is the only diagnostic test available. However, current EMG technology has barely advanced in the past 50 years.
EMG involves inserting a metal needle through the skin into a muscle, and recording the electrical activity produced by the muscle fibres. Diseases affecting the motor nerves or the muscle produce characteristic changes in this electrical activity. The signal is recorded from a single point at the needle tip, and herein lies the fundamental limitation of current technology. Since only a single recording surface is used, this 'single channel' recording consists of overlapping electrical signals from dozens of individual muscle fibres, and untangling these to work out how the muscle fibres are arranged within the muscle can be difficult. Furthermore, the volume of muscle sampled is tiny, meaning that in order to diagnose a widespread disease, such as motor neuron disease, the needle has to be repositioned several times within several muscles. This increases the pain for the patient and means that some studies can take over an hour to perform.
Our proposal is to adapt and develop existing microfabrication techniques to produce a novel EMG electrode, of similar diameter to a conventional needle, which will record simultaneously from 64 points along the needle. This will allow the rapid and accurate localisation of each individual muscle fibre within the muscle without the need for needle movement, in effect producing an electrical cross-sectional image of the muscle. This will massively increase the accuracy of the test and significantly reduce the time taken.
Our group consists of clinicians and basic scientists based within the Royal Victoria Infirmary, Newcastle and Newcastle University. We have already developed multi-electrodes for recording electrical activity from within the brain, using microfabrication facilities within Newcastle University. We will adapt these to record from human muscle, and will test these in human volunteers. We also have extensive experience in developing novel software to analyse the data from multi-channel recordings, and we will develop a suite of programs to display muscle structure and function in real-time. This will allow clinicians to view the results as they are collected allowing them to decide whether a diagnosis has been reached or if further muscles need to be studied.
Our ultimate aim is to develop a prototype clinically applicable system which we will then develop in partnership with a commercial medical instrument company.
There are approximately 100,000 EMGs performed each year in the UK. Even if our system reduces the time taken by ten minutes each, this will have a massive cost saving for the NHS, quite apart from the benefits to patients in terms of improved diagnosis and reduced discomfort. We believe that this technique is achievable, and will be as revolutionary for EMG as the development of magnetic resonance imaging has been for radiology.

Planned Impact

Basic scientists: Our understanding of human motor unit structure is largely extrapolated from animal studies. Our technique will provide the first detailed information on human motor unit structure, number and distribution.
Patients: Although we have used motor neuron disease to illustrate the potential benefits of multichannel-EMG, the benefits extend to all patients with neuromuscular disease. Needle EMG is inevitably uncomfortable. Patients experience pain as the needle is inserted through the skin, and at each subsequent movement of the needle within the muscle. Our multi-EMG needles will be of the same diameter as conventional needles, and sampling from entire motor units simultaneously will reduce the number of skin insertions and the movement within the muscle, both speeding the process of data gathering and reducing discomfort.
NHS: Cost: Current EMG needles cost approximately £5 each. We believe that disposable multi-EMG manufacture on an industrial scale would be of comparable cost. In our department alone we perform approximately 3000 EMGs per year. These take approximately 40 minutes per patient, significantly longer for complex cases such as motor neuron disease or myasthenia gravis. We estimate that multi-EMG would be beneficial in half of these examinations. Even if our technique reduces the time taken by only 20 minutes this equates to a saving of (500 hours x £200 per hour consultant time) ie £100,000 per year for our department alone. By extrapolation, this could save the NHS approximately £2 million per year given the total number of neurophysiologists in the UK. Worldwide these figures would be an order of magnitude higher.
Diagnostic accuracy: Prompt and accurate diagnosis is enshrined in the NHS patients' charter. Conventional EMG shows poor sensitivity and specificity for many neuromuscular disorders. For motor neuron disease, sensitivity is approximately 60%, and patients can require repeated EMG examinations to establish the diagnosis. Delayed diagnosis increases costs, excludes patients from the early instigation of potentially life-prolonging therapy, and exposes the patient to inappropriate additional investigations and therapies. The increased diagnostic accuracy of multi-EMG will reduce costs to both patients and the NHS.
Time scale: We aim to produce a working prototype within 3 years. We anticipate a further 3 years for commercialisation of the product, CE marking, and a further year for initial clinical trials. The benefits for the NHS will accrue from this point; immediate benefits in terms of reduced time needed for the test, and long term benefits of earlier diagnosis and instigation of life improving treatment.
Medical diagnostic companies: The UK has a strong medical technology and diagnostics sector, with over 3,000 companies and over 55,000 employees. New technology is central to maintaining this industry's world-wide competitiveness. Many peripheral nerve and muscle diseases are more prevalent in the elderly, and diagnostic technology in this age group is a growth area.

Publications

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Maitland S (2022) Electrical cross-sectional imaging of human motor units in vivo. in Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology

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Silveira C (2020) W:Ti Flexible Transversal Electrode Array for Peripheral Nerve Stimulation: A Feasibility Study. in IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

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Whittaker R (2015) Epilepsy in adults with mitochondrial disease: A cohort study in Annals of Neurology

 
Description We have successfully developed a prototype multi-channel electromyography system. This has allowed us to perform recordings form normal human muscles in unprecedented detail. We are using data form these initial recordings to refine the design of our system and are shortly to begin testing of these second iteration of electrodes.
We have also obtained funding to further develop this initial system into a commercial prototype and have engaged with Cadwell Scientific as a potential industrial collaborator who can take this system into clinical use.
Exploitation Route We have established collaborations with Prof David Holder in UCL who will use our electrodes to perform detailed electrical impedance myography in normal human muscle. Our design is also highly relevant to physiologists working in the fields of kinesiology.
Sectors Healthcare

 
Description EPSRC Imact Accelerator Award
Amount £15,000 (GBP)
Funding ID BH140381 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 11/2014 
End 11/2015
 
Description EPSRC Impact Accelerator Award
Amount £15,000 (GBP)
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 04/2017 
End 07/2017
 
Description MRC Proximity to Discovery
Amount £25,000 (GBP)
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 10/2017 
End 05/2018
 
Title Fibre localisation algorithm 
Description An essential step in diagnosing some neuromuscular diseases is the estimation of fiber density within a motor unit. Using a single electrode needle to achieve this goal is both time consuming and extremely inaccurate. The amplitude of a fiber potential is known to exponentially decay with distance from the recording electrode. With a single electrode there is not enough information to use this knowledge to localize the fiber. However, with a multi-electrode needle the electrodes are spatially distributed in two rows with a horizontal shift between the two rows which maximize the information needed to localize the fiber. There are several models in the literature that simulates the generation of a muscle fiber potential. These models take into account factors such as: the diameter of the fiber, the innervation distance, the distance of the recording electrode, and the relative radial and axial location of the electrode and the fiber. These models are too complicated to fit the recoded data in order to find the most likely location of the fiber in a two dimensional space, i.e. assuming the needle is always perpendicular to the fiber. To simplify the model without losing of accuracy we used an approximated exponential model of the decay. The next, even bigger, challenge is to count the number of fibers within a recorded motor unit in order to localize these fibers. This problem is particularly difficult as the fibers are dependent in time and can highly overlap. However, fibers in healthy muscle are known to be spatially independent. Our electrodes provide us with enough spatial resolution to exploit this fact. Independent components analysis (ICA) is applied here to find the different spatial sources (fibers) with the average MU recording. The ICA components, after post-processing, are then fitted to the approximated fiber potential model in order to estimate the location of the fiber in two dimensional space relative to the needle. The final result is then fiber locations (the centres of the clusters) with the localization confidence defined by the variance within the cluster. Our model achieves an error in localization of less than 200 µm when the fiber is around 1 mm on either side of the needle. 
Type Of Material Computer model/algorithm 
Provided To Others? No  
Impact The distribution of muscle fibres within a motor unit changes depending on which type of disease is affecting the muscle. This model forms the basis for utilising our electrode as a clinical tool to diagnose neuromuscular diseases. The impact will be in improving the diagnosis of patients by allowing individual fibres to be localised. 
 
Description FHC 
Organisation FHC, Inc
Country United States 
Sector Private 
PI Contribution Secured EPSRC Impact Accelerator Award to develop direct lithography of multi-channel EMG electrodes onto metal needle
Collaborator Contribution FHC have provided sample electrodes and expertise
Impact None as yet
Start Year 2017
 
Title Probe response signals 
Description A novel multi-channel electrode array suitable for recording multiple muscle fibre potentials in vivo 
IP Reference GB1518205.8 
Protection Patent application published
Year Protection Granted
Licensed No
Impact None as yet
 
Title Open source software for streaming multi-channel EMG data 
Description We have developed an open-source software resource allowing multi-channel electromyography data to be streamed to the cloud. This will increase the potential user base and facilitate multi-site trials of the technology. 
Type Of Technology Webtool/Application 
Year Produced 2017 
Impact none as yet 
 
Description BPNA keynote speaker 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Keynote address at the British Peripheral Nerve Association
Year(s) Of Engagement Activity 2017
 
Description BSCN lecture 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited lecture to the British Society for Clinical Neurophysiology, hosted by Newcastle. 'Multi-channel electromyography; towards imaging of skeletal muscle'. We had a display stand in the foyer of the meeting alongside several of the major electrodiagnostic manufacturers, showcasing our working prototype system. This was viewed both by clinicians working on the field of clinical neurophysiology but several of the industry representative of these companies.
Year(s) Of Engagement Activity 2016
URL http://www.bscn.org.uk/event-details.aspx?Group=events&id=25
 
Description Keynote address to Serbian Clinical Neurophysiolgoy society 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk to introduce concept of multi-channel electromyography to a mainly clinical audience.

Discussion afterwards led to potential collaboration with expert in the field of signal processing of multi-channel surface EMG data.
Year(s) Of Engagement Activity 2014
 
Description Neurology Grand Round presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Introduced research concept to the clinical neurologists who will form the ultimate user group for this technology. Very positive feedback, with suggestions as to how to make the system user friendly and clinically applicable.

Approached by a member of the audience to offer advice regarding electrical isolation and an offer of collaboration.
Year(s) Of Engagement Activity 2014
 
Description RDS consumer panel 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Focus group to canvas opinions on strategy for pathway to impact, discuss future clinical investigation of the device and to get feedback on planned trial.
Feedback resulted in changes to study design of planned clinical investigation (addition of 'pain' as secondary outcome measure). Several members of the group indicated their willingness to get involved in future engagement activities (eg design of information sheets etc).
Year(s) Of Engagement Activity 2016
 
Description Reece foundation 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact Discussion of prototype with Reece Innovation, a local manufacturing company with interests in medical technology. Preliminary discussion of commercialisation strategy. Follow-up meeting is planned to discuss this in more detail.
Year(s) Of Engagement Activity 2016
 
Description Visit by Leech Trustees 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Supporters
Results and Impact Visit by Leech trustees to discuss possible research grant involving our MicroEMG technology. The trustees were very impressed and have awarded a £1m grant.
Year(s) Of Engagement Activity 2018
 
Description VoiceNorth focus group 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Patients, carers and/or patient groups
Results and Impact Dr Whittaker arranged a focus group of patients, their carers and members of the public to discuss current experience of EMG, the potential impact of our new system, and the planned pathways to impact; specifically the design of a clinical investigation to compare conventional EMG against our system.
A lively discussion ensued, in which the importance of reducing discomfort for patient and the benefits of quicker and more accurate diagnosis were stressed. The outcome was an undertaking by lay members of the group to advise on the wording of any lay summary or patient information sheets for a subsequent clinical investigation. Several members of the group indicated that they would be interested in getting involved in future work, both as participants in a trial and as members of the research team.
Year(s) Of Engagement Activity 2015,2016