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Wong, Joshua K.

https://orcid.org/0000-0002-4632-3417

Mayo Clinic

University of Florida Health

Citations 8

Functional and Structural Connectivity Correlates of Axial Symptom Outcomes After Pallidal Deep Brain Stimulation in Parkinson’s Disease
Garcia, Gilberto Perez Rodriguez , Middlebrooks, Erik H. , Tsuboi, Takashi , Burns, Matthew R. , Ramirez‐Zamora, Adolfo , Perez Rodriguez Garcia, Gilberto , Middlebrooks, Erik H , Tsuboi, Takashi , Ramirez-Zamora, Adolfo , Mei, Shanshan , Wong, Joshua K. , Hemptinne, Coralie de

Brain Sciences | November 20, 2025 | Volume: 15 | Issue: 11 | Pages: 1245

10.3390/brainsci15111245 Get It

Background/Objectives: Deep brain stimulation (DBS) of the globus pallidus interna (GPi) is a safe and established therapy for management of refractory motor fluctuations and dyskinesia in Parkinson’s disease (PD). However, the relationship between stimulation site connectivity and improvement of axial gait symptoms remains poorly understood, particularly when stimulating in the GPi. This study investigated functional and structural connectivity patterns specifically associated with axial symptom outcomes following bilateral GPi-DBS, and, as a secondary exploratory analysis, examined whether Volumes of tissue activated (VTAs)-based connectivity related to overall UPDRS-III change. Methods: We retrospectively analyzed 19 PD patients who underwent bilateral GPi-DBS at the University of Florida (2002–2017). Unified Parkinson’s Disease Rating Scale (UPDRS-III) axial gait subscores were assessed at baseline and 36-month follow-up. VTAs were reconstructed using Lead-DBS and coregistered to Montreal Neurological Institute (MNI) space. Structural connectivity was evaluated with diffusion tractography, and functional connectivity was estimated using normative resting-state fMRI datasets. Correlations between VTA connectivity and clinical improvement were examined using Spearman correlation and voxelwise analyses. Results: Patients with axial improvement in motor scales demonstrated specific VTA connectivity to sensorimotor and supplementary motor networks, particularly lobule V and lobules I–IV of the cerebellum. These associations were specific to axial gait subscores. In contrast, worsening axial gait symptoms correlated with connectivity to cerebellar Crus II, cerebellum VIII, calcarine cortex, and thalamus (p < 0.05). Total UPDRS-III scores did not show a significant positive correlation with supplementary motor area or primary motor cortex connectivity; a non-significant trend was observed for VTA–M1 connectivity (R = 0.41, p = 0.078). Worsening total motor scores were associated with cerebellar Crus II and frontal–parietal networks. These findings suggest that distinct connectivity patterns underlie differential trajectories in axial and global motor outcomes following GPi-DBS. Conclusions: Distinct connectivity profiles might underlie axial gait symptom outcomes following GPi-DBS. Connectivity to motor and sensorimotor pathways supports improvement, whereas involvement of Crus II and occipital networks predicts worsening. Additional studies to confirm and expand on these findings are needed, but our results highlight the value of connectomic mapping for refining patient-specific targeting and developing future programming strategies.
A Convergent Pathway for Stimulation‐Induced Dyskinesia Following Deep Brain Stimulation
Horn, Andreas , Middlebrooks, Erik H. , Burns, Matthew R. , Wong, Joshua K , Middlebrooks, Erik H , Horn, Andreas , Wong, Joshua K. , Okun, Michael S.

Movement Disorders | May 30, 2025 | Volume: 40 | Issue: 9 | Pages: 1901-1907

10.1002/mds.30251 Get It

AbstractBackgroundStimulation‐induced dyskinesias (SID) from deep brain stimulation (DBS) of the subthalamic nucleus (STN) and globus pallidus internus (GPi) are uncommon; however, they are increasingly recognized. Once considered transient and indicative of effective neuromodulation, SID are now seen as potential therapy‐limiting side effects, akin to internal capsule activation. The mechanism and anatomical basis for SID remain poorly understood.MethodsWe conducted a retrospective study of individuals with Parkinson's disease with STN or GPi DBS who experienced SID in the dopaminergic medication OFF state during the monopolar review 1‐month post‐implantation.ResultsWe analyzed 137 monopolar stimulation observations (105 GPi, 32 STN). In the GPi cohort, discriminative fiber tract analysis showed a strong association between SID and the modulation of subthalamo‐pallidal fibers. This correlation was confirmed using leave‐one‐out and five‐fold cross‐validation. We further validated this model by predicting SID in independent STN and GPi cohorts, with the GPi‐based model accounting for significant variance in SID occurrence in both cohorts.ConclusionsSID from STN or GPi DBS likely shares a common pathway via subthalamo‐pallidal connectivity. DBS modulation of these fibers correlates with SID, as confirmed by multiple cross‐validation methods. These findings suggest that the fibers are part of a more extensive and yet‐to‐be‐fully‐characterized dyskinesia network. © 2025 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
Current perspectives on tractography-guided deep brain stimulation for the treatment of mood disorders
Chan, Jason L. , Carpentier, Ariane Veilleux , Middlebrooks, Erik H. , Okun, Michael S. , Wong, Joshua K , Okun, Michael S , Middlebrooks, Erik H , Wong, Joshua K.

Expert Review of Neurotherapeutics | December 1, 2023 | Volume: 24 | Issue: 1 | Pages: 11-24

10.1080/14737175.2023.2289573 Get It

Connectomic analysis of unilateral dual-lead thalamic deep brain stimulation for treatment of multiple sclerosis tremor
Patel, Bhavana , Middlebrooks, Erik H. , Hilliard, Justin D. , Foote, Kelly D. , Okun, Michael S. , Okun, Michael S , Middlebrooks, Erik H , Wong, Joshua K. , Almeida, Leonardo

Brain Communications | March 14, 2022 | Volume: 4 | Issue: 2 | Pages: No page available

10.1093/braincomms/fcac063 Get It

Abstract Tremor is a common symptom in multiple sclerosis and can present as a severe postural and action tremor, leading to significant disability. Owing to the diffuse and progressive nature of the disease, it has been challenging to characterize the pathophysiology underlying multiple sclerosis tremor. Deep brain stimulation of the ventralis intermedius and the ventralis oralis posterior thalamic nuclei has been used to treat medically refractory multiple sclerosis tremors with variable results. The aim of this study was to characterize multiple sclerosis tremor at the network level by applying modern connectomic techniques to data from a previously completed single-centre, randomized, single-blind prospective trial of 12 subjects who were treated with unilateral dual-lead (ventralis intermedius + ventralis oralis posterior) thalamic deep brain stimulation. Preoperative T1-weighted MRI and postoperative head CTs were used, along with applied programming settings, to estimate the volume of tissue activated for each patient. The volumes of tissue activated were then used to make voxel-wise and structural connectivity correlations with clinically observed tremor suppression. The volume of the tissue-activated analyses identified the optimal region of stimulation at the ventralis oralis posterior ventralis intermedius border intersecting with the dentato-rubro-thalamic tract. A regression model showed strong connectivity to the supplemental motor area was positively associated with tremor suppression (r = 0.66) in this cohort, whereas connectivity to the primary motor cortex was negatively associated with tremor suppression (r = −0.69), a finding opposite to that seen in ventralis intermedius deep brain stimulation for essential tremor. Comparing the structural connectivity to that of an essential tremor cohort revealed a distinct network that lies anterior to the essential tremor network. Overall, the volumes of tissue activated and connectivity observations converge to suggest that optimal suppression of multiple sclerosis tremor will likely be achieved by directing stimulation more anteriorly toward the ventralis oralis posterior and that a wide field of stimulation synergistically modulating the ventralis oralis posterior and ventralis intermedius nuclei may be more effective than traditional ventralis intermedius deep brain stimulation at suppressing the severe tremors commonly seen in complex tremor syndromes such as multiple sclerosis tremor.
Time for a New 3-D Image for Globus Pallidus Internus Deep Brain Stimulation Targeting and Programming
Wong, Joshua K. , Hilliard, Justin D. , Holanda, Vanessa M. , Gunduz, Aysegul , Foote, Kelly D. , Okun, Michael S. , Okun, Michael S , Wong, Joshua K , Shukla, Aparna Wagle

Journal of Parkinson's Disease | August 20, 2021 | Volume: 11 | Issue: 4 | Pages: 1881-1885

10.3233/jpd-212820 Get It

Deep brain stimulation (DBS) is an effective neuromodulatory therapy for Parkinson’s disease (PD). Early studies using globus pallidus internus (GPi) DBS for PD profiled the nucleus as having two functional zones. This concept disseminated throughout the neuromodulation community as the “GPi triangle”. Although our understanding of the pallidum has greatly evolved over the past 20 years, we continue to reference the triangle in our clinical decision-making process. We propose a new direction, termed the spatial boundary hypothesis, to build upon the 2-dimensional outlook on GPi DBS. We believe an updated 3-D GPi model can produce more consistent, positive patient outcomes.
Comparative connectivity correlates of dystonic and essential tremor deep brain stimulation
Tsuboi, Takashi , Wong, Joshua K. , Burns, Mathew R, Ramirez‐Zamora, Adolfo , Shukla, Aparna Wagle, Foote, Kelly D. , Okun, Michael S. , Middlebrooks, Erik H. , Okromelidze, Lela , Okun, Michael S , Middlebrooks, Erik H , Wong, Joshua K , Tsuboi, Takashi , Ramirez-Zamora, Adolfo , Eisinger, Robert Stephen , Almeida, Leonardo , Shukla, Aparna Wagle , Grewal, Sanjeet S.

Brain | February 26, 2021 | Volume: 144 | Issue: 6 | Pages: 1774-1786

10.1093/brain/awab074 Get It

AbstractThe pathophysiology of dystonic tremor and essential tremor remains partially understood. In patients with medication-refractory dystonic tremor or essential tremor, deep brain stimulation (DBS) targeting the thalamus or posterior subthalamic area has evolved into a promising treatment option. However, the optimal DBS targets for these disorders remains unknown. This retrospective study explored the optimal targets for DBS in essential tremor and dystonic tremor using a combination of volumes of tissue activated estimation and functional and structural connectivity analyses. We included 20 patients with dystonic tremor who underwent unilateral thalamic DBS, along with a matched cohort of 20 patients with essential tremor DBS. Tremor severity was assessed preoperatively and approximately 6 months after DBS implantation using the Fahn-Tolosa-Marin Tremor Rating Scale. The tremor-suppressing effects of DBS were estimated using the percentage improvement in the unilateral tremor-rating scale score contralateral to the side of implantation. The optimal stimulation region, based on the cluster centre of gravity for peak contralateral motor score improvement, for essential tremor was located in the ventral intermediate nucleus region and for dystonic tremor in the ventralis oralis posterior nucleus region along the ventral intermediate nucleus/ventralis oralis posterior nucleus border (4 mm anterior and 3 mm superior to that for essential tremor). Both disorders showed similar functional connectivity patterns: a positive correlation between tremor improvement and involvement of the primary sensorimotor, secondary motor and associative prefrontal regions. Tremor improvement, however, was tightly correlated with the primary sensorimotor regions in essential tremor, whereas in dystonic tremor, the correlation was tighter with the premotor and prefrontal regions. The dentato-rubro-thalamic tract, comprising the decussating and non-decussating fibres, significantly correlated with tremor improvement in both dystonic and essential tremor. In contrast, the pallidothalamic tracts, which primarily project to the ventralis oralis posterior nucleus region, significantly correlated with tremor improvement only in dystonic tremor. Our findings support the hypothesis that the pathophysiology underpinning dystonic tremor involves both the cerebello-thalamo-cortical network and the basal ganglia-thalamo-cortical network. Further our data suggest that the pathophysiology of essential tremor is primarily attributable to the abnormalities within the cerebello-thalamo-cortical network. We conclude that the ventral intermediate nucleus/ventralis oralis posterior nucleus border and ventral intermediate nucleus region may be a reasonable DBS target for patients with medication-refractory dystonic tremor and essential tremor, respectively. Uncovering the pathophysiology of these disorders may in the future aid in further improving DBS outcomes.
A Comprehensive Review of Brain Connectomics and Imaging to Improve Deep Brain Stimulation Outcomes
Wong, Joshua K. , Middlebrooks, Erik H. , Hess, Christopher W. , Okun, Michael S. , Okun, Michael S , Middlebrooks, Erik H , Wong, Joshua K , Grewal, Sanjeet S. , Almeida, Leonardo

Movement Disorders | April 12, 2020 | Volume: 35 | Issue: 5 | Pages: 741-751

10.1002/mds.28045 Get It

AbstractDBS is an effective neuromodulatory therapy that has been applied in various conditions, including PD, essential tremor, dystonia, Tourette syndrome, and other movement disorders. There have also been recent examples of applications in epilepsy, chronic pain, and neuropsychiatric conditions. Innovations in neuroimaging technology have been driving connectomics, an emerging whole‐brain network approach to neuroscience. Two rising techniques are functional connectivity profiling and structural connectivity profiling. Functional connectivity profiling explores the operational relationships between multiple regions of the brain with respect to time and stimuli. Structural connectivity profiling approximates physical connections between different brain regions through reconstruction of axonal fibers. Through these techniques, complex relationships can be described in various disease states, such as PD, as well as in response to therapy, such as DBS. These advances have expanded our understanding of human brain function and have provided a partial in vivo glimpse into the underlying brain circuits underpinning movement and other disorders. This comprehensive review will highlight the contemporary concepts in brain connectivity as applied to DBS, as well as introduce emerging considerations in movement disorders. © 2020 International Parkinson and Movement Disorder Society
Deep brain stimulation in essential tremor: targets, technology, and a comprehensive review of clinical outcomes
Wong, Joshua K. , Hess, Christopher W. , Middlebrooks, Erik H. , Christou, Evangelos A. , Patrick, Erin , Shukla, Aparna Wagle , Foote, Kelly D. , Okun, Michael S. , Okun, Michael S , Middlebrooks, Erik H , Wong, Joshua K , Almeida, Leonardo

Expert Review of Neurotherapeutics | March 2, 2020 | Volume: 20 | Issue: 4 | Pages: 319-331

10.1080/14737175.2020.1737017 Get It