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CoEN5020 Advancing adaptive deep brain stimulation for gait disturbances and freezing of gait in Parkinson's disease

Lead Research Organisation: University of Oxford
Department Name: Clinical Neurosciences

Abstract

Freezing of Gait (FoG) is characterized by sudden motor blocks during walking, and can occur with a wide variety of triggers such as extra cognitive load or during turning. This is a devastating symptom of Parkinson's disease (PD) effecting more than half of all patients. Associated with an increased risk of falls, fall-related injuries and mortality, it poses a major burden to patients and their families. Despite its significant health and socioeconomic impacts, FoG still represents a major therapeutic challenge in PD, as it is often unresponsive to dopaminergic medication or conventional continuous deep brain stimulation (DBS) of the subthalamic nucleus (STN) or globus pallidus internus (GPi). In
this proposal, we aim to better understand the neural basis of FoG in PD with the aim to predict the likely occurrence of these transient FoG episodes, and to evaluate the effectiveness a novel biomimetic pattern of STN stimulation as a treatment promoting resistance to FoG. This would pave the way for early detection of episodic gait disturbances such as the onset of FoG that could be used to control switching between DBS stimulation patterns that are most appropriate for minimizing risk of falling at a given moment in time.

Technical Summary

Episodic gait disturbances such as Freezing of Gait (FoG) are difficult to treat because they have a complex pathophysiology involving an interplay between motor and cognitive functions that remains poorly understood. A major roadblock to progress is that conventional treatments including continuous high-frequency STN-DBS treat gait disturbances as a relatively steady-state problem, with treatments being applied chronically with fixed stimulation parameters over long timescales. Such an approach is poorly adapted to the actual complexity of gait disturbances, which are multifactorial, episodic, and highly context or state-dependent over short timescales. We hypothesize that automatically modifying DBS parameters to match state-dependent locomotor demands could be a promising strategy for treating gait disturbances. We posit that a novel STN stimulation regime that promotes physiological, alternating patterns of activity within the STN will serve to reinforce the automaticity of gait, and protect against gait disturbances. We also propose that early detection of FoG will allow a shift to another stimulation regime that specifically terminates FoG. By potentially triggering two distinct stimulation regimes, one during gait to support a more physiological pattern and another at the onset of FoG, we can afford to utilise stimulation parameters that might not be optimal outside of gait.

Publications

10 25 50
 
Description Improving cognition in Lewy body dementia using focused ultrasoundRace Against Dementia and The Focused Ultrasound Foundation supporting the 'Race Against Dementia / Rosetrees 'Teaming Up To Drive Out Dementia' Award'
Amount £725,770 (GBP)
Funding ID RAD-2023-Full 1007 
Organisation Rosetrees Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 11/2024 
End 11/2029
 
Description Smart electroceuticals for neurological disorders (SEND)
Amount £198,000 (GBP)
Funding ID PGL21/10115 
Organisation Rosetrees Trust 
Sector Charity/Non Profit
Country United Kingdom
Start 05/2022 
End 03/2025
 
Description Univ of Oxford Medical and Life Sciences Translational Fund
Amount £65,896 (GBP)
Organisation University of Oxford 
Sector Academic/University
Country United Kingdom
Start 09/2020 
End 09/2021
 
Description Univ of Oxford: University Challenge Seed Fund
Amount £63,800 (GBP)
Funding ID Award UCSF 459 
Organisation University of Oxford 
Sector Academic/University
Country United Kingdom
Start 08/2020 
End 09/2021
 
Title Electroencephalogram (EEG) and behavioural data concerning the Go/NoGo/Conflict task 
Description Electroencephalogram (EEG) and behavioural data (joystick) was collected from 15 healthy participants who completed a modified version of a Go/No-go task. This dataset consists of raw data, pre-processed EEG and behavioural data, along with impulsivity scores in a .csv file. The pre-processed data is in MATLAB .mat format. Raw Data The EEG and behavioural data (Joystick) along with trigger data was collected using a TMSi Porti amplifier with a sampling rate of 2,048Hz and is in .een format. The raw EEG files contain brain activity recorded in the first 16 channels and last 2 channels (channels 17 and 18) correspond to Joystick and Trigger information (used to identify the type of event - Go/Conflict/NoGo) respectively. The Raw data is segregated into 2 folders- Active and Sham which is further divided into baseline and after stimulation conditions. The main behavioural outcome is the change in NoGo errors (pre-processed folder- Figure 1C in from the article 'Tuning the brakes - Modulatory role of transcranial random noise stimulation on inhibition,' Brain Stimulation, 2024), comparing baseline and after-stimulation in sham and active conditions. Metadata corresponding to impulsivity scores and the change in NoGo behaviour are provided in 'UPPS_nogo.csv' (used for Figure 1D). The EEG data was recorded while the participants completed the task during baseline and after stimulation, and was used to calculate the spectral power (Figure 1E). The study also presents intermittent bursts from the EEG data, comparing the average burst durations at baseline and after-stimulation (Figure 1F) in sham and active stimulation conditions. Code All data were analysed in MATLAB (2018b) using a combination of EEGLAB, ERP LAB and FieldTrip packages. Installation guides can be found on https://sccn.ucsd.edu/eeglab/index.php https://matlab.mathworks.com/ https://erpinfo.org/erplab https://www.fieldtriptoolbox.org/download/ The behavioural data plots use the software IOSR toolbox : https://github.com/IoSR-Surrey/MatlabToolbox Code_figure_IC.m: This script plots the NoGo error rates in baseline and after stimulation in sham and active conditions. This script uses the mat file 'Nogo_behav_pre_post.mat' Code_figure_1E.m: This script plots the spectral power and grand average of the after-stimulation EEG data with clusters obtained from a non-parametric analysis. This script uses the mat file 'data_psd_trns_pre_post.mat'. Code_figure_1F.m: This script plots the intermittent burst durations during sham and active conditions and uses the file 'Nogo_bursts_pre_post.mat' 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
URL https://ora.ox.ac.uk/objects/uuid:77840faf-e8ed-47cc-9934-9b9ca21e421b
 
Title STN local field potential recordings from awake patients with Parkinson's, ON and OFF meds, and during 130 Hz DBS 
Description Subthalamic local field potential recordings from awake patients with Parkinson's disease while leads were externalised. In 30 hemispheres, this data was recorded ON and OFF dopaminergic medication and in 26 hemispheres before and during 130 Hz deep brain stimulation of the subthalamic nucleus. DBS data: This file contains data from 26 hemispheres. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Views and downloads. 
URL https://ora.ox.ac.uk/objects/uuid:e1dfbc95-86ce-4408-867b-b1770d6ca4cb
 
Title Subthalamic and thalamic local field potential recordings from patients with cervical dystonia 
Description This data set contains data that were used in Wiest et al., 2022 (https://doi.org/10.1002/mds.29302). The files are in MATLAB .mat format. Local field potentials (LFPs) were recorded from 7 patients with cervical dystonia (non-directional Boston Vercise leads with 8 contact levels, placed in the subthalamic nucleus, Zona incerta and ventrolateral thalamus). 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact downloads from website. 
URL https://ora.ox.ac.uk/objects/uuid:9cb9a6fb-d35c-4350-a4a7-10b999fedbf3
 
Description Collaboration with Qinghua University China 
Organisation Tsinghua University China
Country China 
Sector Academic/University 
PI Contribution I'm help superving the collaborating team in analysing a prescious dataset recorded from patients with Parkinson's disease during a whole-night recording with polysomnography monitoring.
Collaborator Contribution The collaborator is sharing with my group a prescious dataset recorded from patients with Parkinson's disease during a whole-night recording with polysomnography monitoring, which will allow us to better understand the neural mechanism underlying sleep fragmentation in Parksinson's disease.
Impact Still ongoing. I'm expecting to publish a peer reviewed research paper, and I'm planning to apply for new grant fo carry on research on sleep and its modulation in PD.
Start Year 2022
 
Description Institut du Cerveau et de la Moelle épinière - ICM 
Organisation ICM (Brain & Spine Institute)
Country France 
Sector Hospitals 
PI Contribution We bring our expertise in recording electrophysiological as well as behavioural data from patients with Parkinson's disease, and our experience in gait research and novel DBS algorithms for the collaboration.
Collaborator Contribution The Institut du Cerveau et de la Moelle épinière - ICM (Brain & Spine Institute) - is an international brain and spinal cord research center where patients, doctors and researchers are brought together with the aim of rapidly developing treatments for disorders of the nervous system, to enable patients to benefit from them as quickly as possible.
Impact We have submitted a joint application and successfully obtained funding for the Network of Centres of Excellence in Neurodegeneration (CoEN) 2019 call. In this proposal, we aim to better understand the neural basis of freezing of gait in Parkinsn's disease with the aim to predict the likely occurrence of these transient FoG episodes, and to evaluate the effectiveness a novel biomimetic pattern of STN stimulation as a treatment promoting resistance to FoG. This would pave the way for early detection of episodic gait disturbances that could be used to control switching between DBS stimulation patterns that are most appropriate for minimizing risk of falling at a given moment in time.
Start Year 2019
 
Description New Collaboration with Sergiu Groppa, JGU University Mainz, Germany 
Organisation Johannes Gutenberg University of Mainz
Country Germany 
Sector Academic/University 
PI Contribution The contribution of my group in this collaboration is to provide mature experimental paradigm to study fine-tuned movements and sensorimotor adaptation with simultaneous LFP/EEG recordings, strong skills and expertise in signal processing and modelling, experiences and equipment for closed-loop neuromodulation.
Collaborator Contribution Sergiu Groppa is Professor of Neurology and Head of Movement Disorders, Neurostimulation and Imaing at the Department of Neurology, Johannes Gutenberg-University of Mainz. The main focus of his scientific work is the investigation of brain reorganization and adaptation in neurological disorders and brain networks modulation through invasive and non-invasive neurostimulation methods. So the two groups have common interest and overlapping skills. But Gergiu's group also bring in skills and expertise in imaging, brain specimens acervation, blood and CSF phenotyping, as well as clinical profiling.
Impact A pre-proposal has been submitted to a call for 'Collaborative Research Network: Circuitry and Brain-body Interactions', a program of the Aligning Science Across Parkinson's (ASAP) initiative being implemented through The Michael J. Fox Foundation. The pre-proposal has been selected for a full submission.
Start Year 2020
 
Description Ruijin Hospital, Shanghai Tiao Tong University 
Organisation Ruijin Hospital
Country China 
Sector Hospitals 
PI Contribution We bring our expertise in experimental design and signal processing in the collaboration.
Collaborator Contribution The functional neurosurgery team in Ruijing Hospital, Shanghai Jiao Tong University is known for piloting clinical trials on new targets for Deep Brain Stimulation for the treatment of psychiatric disorders. This allowed us to record signals from deep brain structures related to emotional processing in patients with Psychiatric disorders.
Impact This collaboration is multi-disciplinary combining disciplines in neuroscience and clinical practice. This collaboration allowed us to complete a study investigating the neural oscillation in the habenula during emotional processing in patients with psychiatric disorders. A manuscript has been uploaded to BioRxiv and under review with eLife.
Start Year 2019
 
Description St George's Hospital London 
Organisation St Georges Hospital
Country United Kingdom 
Sector Hospitals 
PI Contribution We have established collaboration with the functional neurosurgery team in St George's Hospital London for recruitment of patients.
Collaborator Contribution The Functional Neurosurgery Group at St George's Hospital London form a very busy clinical centre with over 30 PD patients to be operated for DBS over the course of next year, with the service still expanding. The Group is led by a young, highly motivated team with particular interest in research.
Impact We have recruited more than 30 patients for our studies in St George's hospital London, and have co-authored publications. We have also trained their team in research, including setting up equipment for recording, experimental design and signal processing.
Start Year 2018
 
Description Tiantan Hospital, China 
Organisation Beijing Tiantan Hospital
Country China 
Sector Hospitals 
PI Contribution I have established collaboration with the functional neurosurgery team at Tiantan Hospital, Beijing Capital Medical University, Beijing, China. I'm helping supervising the analysis of data recorded in patients with PD during sleep, and patients with disorders of consciousness.
Collaborator Contribution they have recorded previous data from patients during a whole night sleep, which can help answer lots of research qustions.
Impact We have collaborated papers published, and another one under review.
Start Year 2023
 
Description Unit of Neurology, Neurophysiology, Neurobiology and Psychiatry, Università Campus Bio-Medico di Roma, Roma, Italy 
Organisation Campus Bio-Medico University
Country Italy 
Sector Academic/University 
PI Contribution We contributed to the recording and data analysis of a collaborative project on how vagus nerve stimulation changes neural activities and gait.
Collaborator Contribution The partners contributed to the design of the project, recruitment of patients, and data analysis.
Impact WE have a joint publication in movement disorders: https://movementdisorders.onlinelibrary.wiley.com/doi/10.1002/mds.29690
Start Year 2019
 
Description University Hospital Cologne 
Organisation University Hospital Cologne International
Department Department of Functional Neurosurgery and Stereotaxy
Country Germany 
Sector Hospitals 
PI Contribution I contacted the partners, shared with them some of my research ideas, and propose to analyse some data which are available from their center from a different perspective.
Collaborator Contribution The partner have provided some precious data they previously collected which is very relevant to my project: decoding voluntary movements and postural tremor based on thalamic LFPs for closed-loop stimulation for essential tremor.
Impact I analysed the data and a manuscript has been submitted to Brain Stimulation and currently under review.
Start Year 2018
 
Title TREATMENT OF GAIT IMPAIRMENT USING DEEP BRAIN STIMULATION 
Description There is provided a stimulation device for treatment of gait impairment of a patient. The stimulation device is configured to apply respective stimulation signals to electrodes bilaterally implanted in two subcortical regions of the left and right hemispheres of the brain of the patient, the subcortical regions being associated with motor control. The stimulation device is configured to apply respective stimulation signals having a rate of electrical energy delivered that is modulated with alternating waveforms at a gait frequency and out of phase with each other. 
IP Reference WO2021250398 
Protection Patent / Patent application
Year Protection Granted 2021
Licensed No
Impact There is provided a stimulation device for treatment of gait impairment of a patient. The stimulation device is configured to apply respective stimulation signals to electrodes bilaterally implanted in two subcortical regions of the left and right hemispheres of the brain of the patient, the subcortical regions being associated with motor control. The stimulation device is configured to apply respective stimulation signals having a rate of electrical energy delivered that is modulated with alternating waveforms at a gait frequency and out of phase with each other.
 
Description Conversation and Discussion with donors 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Supporters
Results and Impact We had an online discussion with Rosetrees and charitable donors. We introduced our work and showed why we think they are important and why we are enthusiastic about it. We have agreed to host another visitor for the charitable donors to our research Unit after the pandemic.
Year(s) Of Engagement Activity 2021
 
Description Demonstration for Visitors from French Embassy in London 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Presentation of MRC BNDU reasearch and discussion about MRC-led research with the Scientific Attachée (Life Sciences, Biology and Medicine) Higher Education, Research and Innovation Department of the French Embassy in London.
Year(s) Of Engagement Activity 2022
 
Description Discussion with IBM 
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 We attended the Oxford - IBM Workshop, in which we had a series of short presentations from both sides with time for discussion in between. Some breakout sessions have been set up virtually for multiple conversations. Time have also be set aside to discuss mechanisms for scaling up the interactions and facilitating collaboration.

After the initial workshop, we had another separate meeting the IBM team discussing further collaborations.
Year(s) Of Engagement Activity 2021,2022
 
Description Faissal Corpus Curiosum lecture series 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Undergraduate students
Results and Impact PhD student Faissal Sharif has helped to organise the 4th Corpus Curiosum lecture series for critical thinking in Neuroscience and Psychology
https://corpuscuriosum.com/#series4
Year(s) Of Engagement Activity 2022,2023
 
Description New Scientist Live 2024 in London 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Unit researchers recently brought cutting-edge neuroscience to the public through interactive exhibits and live demonstrations at this year's New Scientist Live event, held in London from 12th to 14th October. New Scientist Live is a huge festival of ideas and discoveries, showcasing the latest in science and technology, with an attendance of over 25,000 people. Visitors to the MRC BNDU stand were invited to immerse themselves in the latest advances in neuroscience, exploring how researchers can decode brain signals to understand movement, memory, and early indicators of neurological disorders.

The Unit stand was a hub of hands-on activities, offering visitors a chance to see a brain-machine interface (BMI) in action and to witness how these innovative technologies may transform communication and interaction. Visitors were talked through each activity by some of the Unit's early-career researchers. Postdoctoral researcher Shenghong He from my lab demonstrated the potential of BMI by spelling words on a screen using signals from his brain, recorded by an electroencephalogram (EEG) cap. This demonstration captivated audiences and led to discussions about how we can utilise brain waves in the future.
Year(s) Of Engagement Activity 2024
URL https://www.mrcbndu.ox.ac.uk/news/unit-brings-neuroscience-research-public-new-scientist-live-2024
 
Description Symphony of the Brain 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact We are delighted to announce that the Unit's public outreach film 'The Symphony of the Brain', produced in collaboration with Oxford Sparks, has received international recognition at the #LabMeCrazy! International Science Film Festival.

The Festival is an initiative of the Science Museum of the University of Navarra, Spain, which aims to bring science closer to young people by featuring refreshing displays of science and the communication of science. Beating out stiff competition from another seven finalists, the Unit's film won the first prize in the category 'work produced by universities and research centres'. The jury was particularly impressed by how the analogy of music and a choir made a complex topic such as brain research accessible to a broad audience, as well as the film's overall production.
Year(s) Of Engagement Activity 2024
URL https://www.mrcbndu.ox.ac.uk/news/international-recognition-symphony-brain
 
Description Unit Open Day 2024 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact On 14th March, the MRC Brain Network Dynamics Unit once again welcomed stakeholders onsite for its annual Open Day.

In the morning, the Unit opened its doors to pupils and teachers from local state-funded schools as they visited to learn more about STEM (Science, Technology, Engineering and Mathematics) and medical research. During their visits, pupils talked informally to Unit staff and students about key concepts and challenges in brain research, as well as careers in STEM. Special emphasis was also placed on giving pupils the opportunity to see real working instruments and laboratories.

My lab demosntrated EEG measurement, brain-machine interfaces to the visiting pupils.
Year(s) Of Engagement Activity 2024
URL https://www.mrcbndu.ox.ac.uk/news/unit-open-day-2024
 
Description Unit School Open Day 
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 Schools
Results and Impact My group participated in the MRC Brain Network Dynamics Unit School open day. in this event, my group demontrated EEG based brain computer interfaces for typying to high school students.
Year(s) Of Engagement Activity 2023
URL https://www.mrcbndu.ox.ac.uk/news/schools-open-day-2023#:~:text=On%20the%2021st%20of%20March,its%20a...