Gait dysfunction in Parkinson’s disease (PD) is a major source of disability and is often resistant to traditional deep brain stimulation (DBS). Here, we report a novel neuromodulation paradigm, gait-phase-synchronized adaptive DBS (aDBS), that dynamically modulates stimulation amplitude during contralateral leg swing. In five individuals with PD, we identified personalized neural biomarkers of gait phase from cortical and pallidal field potentials and embedded them into a chronically implanted bidirectional neurostimulator. These biomarkers, derived via a data-driven search, enabled real-time detection of swing phase and sub-second modulation of stimulation amplitude. Acute in-clinic testing showed that aDBS significantly reduced gait variability and improved bilateral symmetry compared to clinically optimized continuous DBS. In a double-blinded, multi-day crossover study, gait-phase-synchronized aDBS was well-tolerated, maintained general motor symptom control, and reduced falls and improved other gait metrics. These findings establish the feasibility of biomarker-driven, movement-synchronized neuromodulation and offer a promising strategy to restore dynamic motor control in PD.
Competing Interest StatementD.D.W. consults for Medtronic, Boston Scientific, and Iota Bioscience, and research support from Boston Scientific. P.A.S. receives support from Medtronic and Boston Scientific for fellowship education. K.H.L, J.P.B., J.E.B., S.S, J.H.M., H.F.A., and J.T.C declare no competing interests.
Clinical TrialNCT04675398
Funding StatementThis study was supported by the Michael J Fox Foundation Grant MNS135499A, the UCSF Burroughs Wellcome Fund Career Award for Medical Scientist, and National Institute of Neurological Disorders and Stroke (NIH/NINDS) 1R01NS130183. This study was also partially supported by UCSF Catalyst Grants. All funding above was obtained by D.D.W. The OpenMind consortium, which provided software to interact with the investigational device and process the raw data, was funded by NINDS U24 NS113637 (to P.A.S).
Author DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.
Yes
The details of the IRB/oversight body that provided approval or exemption for the research described are given below:
IRB of University of California San Francisco gave ethical approval for this work
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Yes
I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).
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I have followed all appropriate research reporting guidelines, such as any relevant EQUATOR Network research reporting checklist(s) and other pertinent material, if applicable.
Yes
Data availabilityData collected in this study is available under restricted access, in compliance with our clinical trial protocol. Upon reasonable request, investigators outside UCSF may receive de-identified data, but it must not be shared with others without prior approval. Data access requests can be made to Dr. Doris Wang. The source data used to generate the figures in this study will be made available with all patients’ data de-identified.
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