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Tsuboi, Takashi

https://orcid.org/0000-0001-5042-3181

Mayo Clinic

Nagoya University

Citations 3

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.
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.
Pallidal Connectivity Profiling of Stimulation‐Induced Dyskinesia in Parkinson's Disease
Tsuboi, Takashi , Charbel, Marc , Peterside, David T., Rana, Mohit , Elkouzi, Ahmad , Deeb, Wissam , Ramirez‐Zamora, Adolfo , Lopes, Janine Lemos Melo Lobo Jofili, Zeilman, Pamela , Foote, Kelly D. , Okun, Michael S. , Middlebrooks, Erik H. , Okromelidze, Lela , Okun, Michael S , Middlebrooks, Erik H , Tsuboi, Takashi , Ramirez-Zamora, Adolfo , Almeida, Leonardo , Eisinger, Robert Stephen , Grewal, Sanjeet S.

Movement Disorders | October 1, 2020 | Volume: 36 | Issue: 2 | Pages: 380-388

10.1002/mds.28324 Get It

ABSTRACTObjectivesThe aim of this study is to identify anatomical regions related to stimulation‐induced dyskinesia (SID) after pallidal deep brain stimulation (DBS) in Parkinson's disease (PD) patients and to analyze connectivity associated with SID.MethodsThis retrospective study analyzed the clinical and imaging data of PD patients who experienced SID during the monopolar review after pallidal DBS. We analyzed structural and functional connectivity using normative connectivity data with the volume of tissue activated (VTA) modeling. Each contact was assigned to either that producing SID (SID VTA) or that without SID (non‐SID VTA). Structural and functional connectivity was compared between SID and non‐SID VTAs. “Optimized VTAs” were also estimated using the DBS settings at 6 months after implantation.ResultsOf the 68 consecutive PD patients who underwent pallidal implantation, 20 patients (29%) experienced SID. SID VTAs were located more dorsally and anteriorly compared with non‐SID and optimized VTAs and were primarily in the dorsal globus pallidus internus (GPi) and dorsal globus pallidus externus (GPe). SID VTAs showed significantly higher structural connectivity than non‐SID VTAs to the associative cortex and supplementary motor area/premotor cortex (P < 0.0001). Simultaneously, non‐SID VTAs showed greater connectivity to the primary sensory cortex, cerebellum, subthalamic nucleus, and motor thalamus (all P < 0.0004). Functional connectivity analysis showed significant differences between SID and non‐SID VTAs in multiple regions, including the primary motor, premotor, and prefrontal cortices and cerebellum.ConclusionSID VTAs were primarily in the dorsal GPi/GPe. The connectivity difference between the motor‐related cortices and subcortical regions may explain the presence and absence of SID. © 2020 International Parkinson and Movement Disorder Society