ArticleNeuroImage2018
Individualized tractography-based parcellation of the globus pallidus pars interna using 7T MRI in movement disorder patients prior to DBS surgery.
Article in NeuroImage, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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Who cites it
40 citing papers in PubMed.
- Measuring Subthalamic Nucleus Volume of Parkinson's Patients and Evaluating Its Relationship with Clinical Scales at Pre- and Postdeep Brain Stimulation Treatment: A Magnetic Resonance Imaging Study.BioMed research international · 2021Trial
- Motor evoked potentials as markers of internal capsule current spread during deep brain stimulation for Parkinson's disease.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2026Article
- State-of-the-Art Imaging and Localization Assessment in Post-Operative Deep Brain Stimulation for Parkinson's Disease: A Review.Stereotactic and functional neurosurgery · 2026Review
- A multi-modal parcellation of human globus pallidus and its implications for symptom prediction and stratification in Parkinson's disease.BMC medicine · 2026Article
- Article
- Enhancing 7T MRI for deep brain stimulation with deep-learning based image reconstruction and dynamic parallel transmission.NeuroImage. Clinical · 2026Article
- A novel methodology for localizing pallidal deep brain stimulation leads.Frontiers in neuroanatomy · 2026Article
- Optimal Stimulation Sites and Connectomes for GPi and STN-DBS in Cervical Dystonia.CNS neuroscience & therapeutics · 2025Article
- Patient, target, device, and program selection for DBS in Parkinson's disease: advancing toward precision care.NPJ Parkinson's disease · 2025Review
- A review of applications of automated ventricular parcellation from magnetic resonance imaging of the brain.Frontiers in neurology · 2025Review
- Real-Time Optimal Synthetic Inversion Recovery Image Selection (RT-OSIRIS) for Deep Brain Stimulation Targeting.Journal of imaging informatics in medicine · 2024Article
- Neural pathways associated with reduced rigidity during pallidal deep brain stimulation for Parkinson's disease.Journal of neurophysiology · 2024Article
- Prior-guided individualized thalamic parcellation based on local diffusion characteristics.Human brain mapping · 2024Article
- Surgical Advances in Parkinson's Disease.Current neuropharmacology · 2024Review
- Use of a Commercial 7-T MRI Scanner for Clinical Brain Imaging: Indications, Protocols, Challenges, and Solutions-A Single-Center Experience.AJR. American journal of roentgenology · 2023Article
- Ultra-high-field 7T MRI in Parkinson's disease: ready for clinical use?-a narrative review.Quantitative imaging in medicine and surgery · 2023Review
- Low-frequency deep brain stimulation reveals resonant beta-band evoked oscillations in the pallidum of Parkinson's Disease patients.Frontiers in human neuroscience · 2023Article
- Motion robust magnetic resonance imaging via efficient Fourier aggregation.Medical image analysis · 2023Article
- Effects of deep brain stimulation target on the activation and suppression of action impulses.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2022Article
- Basal ganglia engagement during REM sleep movements in Parkinson's disease.NPJ Parkinson's disease · 2022Article
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Authors and funding
9 authors.
Funding
Abstract
The success of deep brain stimulation (DBS) surgeries for the treatment of movement disorders relies on the accurate placement of an electrode within the motor portion of subcortical brain targets. However, the high number of electrodes requiring relocation indicates that today's methods do not ensure sufficient accuracy for all patients. Here, with the goal of aiding DBS targeting, we use 7 Tesla (T) MRI data to identify the functional territories and parcellate the globus pallidus pars interna (GPi) into motor, associative and limbic regions in individual subjects. 7 T MRI scans were performed in seventeen patients (prior to DBS surgery) and one healthy control. Tractography-based parcellation of each patient's GPi was performed. The cortex was divided into four masks representing motor, limbic, associative and "other" regions. Given that no direct connections between the GPi and the cortex have been shown to exist, the parcellation was carried out in two steps: 1) The thalamus was parcellated based on the cortical targets, 2) The GPi was parcellated using the thalamus parcels derived from step 1. Reproducibility, via repeated scans of a healthy subject, and validity of the findings, using different anatomical pathways for parcellation, were assessed. Lastly, post-operative imaging data was used to validate and determine the clinical relevance of the parcellation. The organization of the functional territories of the GPi observed in our individual patient population agrees with that previously reported in the literature: the motor territory was located posterolaterally, followed anteriorly by the associative region, and further antero-ventrally by the limbic territory. While this organizational pattern was observed across patients, there was considerable variability among patients. The organization of the functional territories of the GPi was remarkably reproducible in intra-subject scans. Furthermore, the organizational pattern was observed consistently by performing the parcellation of the GPi via the thalamus and via a different pathway, going through the striatum. Finally, the active therapeutic contact of the DBS electrode, identified with a combination of post-operative imaging and post-surgery DBS programming, overlapped with the high-probability "motor" region of the GPi as defined by imaging-based methods. The consistency, validity, and clinical relevance of our findings have the potential for improving DBS targeting, by increasing patient-specific knowledge of subregions of the GPi to be targeted or avoided, at the stage of surgical planning, and later, at the stage when stimulation is adjusted.
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