Understanding Freezing of Gait Using Brain Signals and Virtual Reality

February 13, 2026 updated by: Kathryn A. Cross, MD, PhD, University of California, Los Angeles

Leveraging Invasive Recordings and Immersive Virtual Reality to Characterize Freezing of Gait Mechanisms in Parkinson Disease

Freezing of gait - the inability to start or continue walking - is a particularly disabling problem in Parkinson's disease that has few treatment options. This project records human brain activity from deep brain stimulation (DBS) devices during walking and freezing of gait episodes to understand the pathophysiology of freezing of gait. Findings will lay the foundation for the development of new treatment strategies that address this disabling symptom.

Study Overview

Detailed Description

The pathophysiology of FOG is poorly understood, likely contributing to disappointing results of novel neuromodulation strategies. The goal of this study is to identify electrophysiological mechanisms of FOG that can serve as biomarkers for novel neuromodulation strategies. Activity in the globus pallidus internus (GPi), the major output nucleus of the basal ganglia, is central to understanding basal ganglia contributions to gait impairment, as it provides insights into activity that downstream locomotor circuits read out from the basal ganglia. The project leverages a state-of-the-art multimodal brain/behavior recording platform and recent advances in sensing deep brain stimulation devices to record neural activity from the human GPi simultaneously with electroencephalography (EEG), motion capture and eye gaze during over-ground walking and FOG episodes in PD patients with and without FOG. To reliably elicit FOG episodes and improve external validity, the investigators implement a novel immersive virtual reality environment to recapitulate real-world scenarios that commonly trigger FOG. With these tools, the proposed studies will determine how gait-related neural oscillations in the beta (12-30 Hz) and theta/alpha (4-12 Hz) bands in the GPi and cortex relate to abnormal gait during continuous walking (Aim 1); the onset and recovery from FOG episodes (Aim 2); and the therapeutic benefits from external cues (Aim 3). This paves the way for multiple innovative neuromodulation strategies that (1) prevent FOG episodes by promoting normal or compensatory gait control during continuous walking and (2) ameliorate severity of FOG episodes by targeting signals associated with FOG onset and recovery. Additionally, it establishes a novel VR paradigm for future precision-medicine approaches to FOG therapeutic development.

Study Type

Interventional

Enrollment (Estimated)

36

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

    • California
      • Los Angeles, California, United States, 90095
        • University of California, Los Angeles

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Description

Inclusion Criteria:

  • Patients meeting the MDS clinical diagnostic criteria for Parkinson's disease who are implanted with a Medtronic Percept DBS Device and SenSight Directional Leads in bilateral globus pallidus internus (GPi).
  • Able to walk unassisted indoors
  • Age 18 or older
  • Half of patients will have disabling freezing of gait as defined by freezing more than once per day by self-report on questions 1 & 2 of the New Freezing of Gait Questionnaire
  • The other half of patients will not have freezing of gait as defined by self-report on question 1 of the New Freezing of Gait Questionnaire

Exclusion Criteria:

  • Clinical diagnosis of dementia or severe cognitive impairment (MOCA < 21)
  • History of stroke, traumatic brain injury, or other neurologic disorders besides Parkinson's disease
  • Comorbidities causing severe gait impairments
  • Unstable medical condition including cardio-vascular instability in the past 6 months
  • Unable or unwilling to comply with the testing protocol

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Basic Science
  • Allocation: N/A
  • Interventional Model: Single Group Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: Experimental
Neurophysiology and kinematics are measured during gait interventions
Walking overground in immersive virtual reality (VR) environments that provoke freezing episodes
Walking overground with and without concomitant performance of secondary cognitive or motor task
Walking overground in immersive virtual reality (VR) environments that provoke freezing episodes with and without addition of visual and auditory cues.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
GPi gait-related spectral power
Time Frame: Day 1
Globus pallidus internus (GPi) spectral power change during walking versus standing rest.
Day 1
GPi event-related spectral power
Time Frame: Day 2
Globus pallidus internus (GPi) spectral power changes from baseline time-locked to gait cycle events, freezing episodes, and voluntary stopping events
Day 2
GPi gait-related spectral power
Time Frame: Day 3
Globus pallidus internus (GPi) spectral power change during walking with versus without external cues.
Day 3

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

November 1, 2025

Primary Completion (Estimated)

March 1, 2030

Study Completion (Estimated)

March 1, 2030

Study Registration Dates

First Submitted

July 16, 2025

First Submitted That Met QC Criteria

July 28, 2025

First Posted (Actual)

July 30, 2025

Study Record Updates

Last Update Posted (Actual)

February 17, 2026

Last Update Submitted That Met QC Criteria

February 13, 2026

Last Verified

November 1, 2025

More Information

Terms related to this study

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

The investigators will share only de-identified individual-participant level (IPD) data including demographics, raw electrophysiology, timestamps from annotated video, minimally pre-processed kinematic, and eye tracking data (interpolated markers and timeseries of fixation target).

IPD Sharing Time Frame

At the time of publication or the end of the funding period, whichever comes first. The duration of preservation and sharing of the data will be a minimum of 10 years after the funding period.

IPD Sharing Access Criteria

Data will be made available in the Data Archive for Brain Initiative (DABI) data repository (or equivalent), which restricts access to the data to qualified investigators with an appropriate research question and approved data use agreement (DUA) that limits subsequent use to the terms of the approved request and requires that users maintain data security, and refrain from any attempts to re-identify research participants or engage in any unauthorized uses of the data. To get access to the data, the user must submit a valid scientific question, include a statistical analysis plan, and complete all required fields on the DABI data request form. When users request access to data stored in DABI, the owners of those data are the only ones who can grant or deny access (in this case the PI).

IPD Sharing Supporting Information Type

  • STUDY_PROTOCOL
  • ANALYTIC_CODE

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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