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Individualized tractography-based parcellation of the globus pallidus pars interna using 7T MRI in movement disorder patients prior to DBS surgery

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...

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Published in:NeuroImage (Orlando, Fla.) Fla.), 2018-09, Vol.178, p.198-209
Main Authors: Patriat, Rémi, Cooper, Scott E., Duchin, Yuval, Niederer, Jacob, Lenglet, Christophe, Aman, Joshua, Park, Michael C., Vitek, Jerrold L., Harel, Noam
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container_title NeuroImage (Orlando, Fla.)
container_volume 178
creator Patriat, Rémi
Cooper, Scott E.
Duchin, Yuval
Niederer, Jacob
Lenglet, Christophe
Aman, Joshua
Park, Michael C.
Vitek, Jerrold L.
Harel, Noam
description 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-speci
doi_str_mv 10.1016/j.neuroimage.2018.05.048
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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. •Patient-specific parcellation of the GPi using 7 T MRI data is feasible prior to DBS.•GPi functional regions followed a Motor, Associative, and Limbic organization (from posterior to anterior).•Similar functional organizational patterns were found using two different parcellation methods.•The optimal therapeutic contact was located in the motor region.</description><identifier>ISSN: 1053-8119</identifier><identifier>EISSN: 1095-9572</identifier><identifier>DOI: 10.1016/j.neuroimage.2018.05.048</identifier><identifier>PMID: 29787868</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>7 T MRI ; Adult ; Aged ; Botulinum toxin ; Colonies &amp; territories ; Connectivity ; Corpus Striatum - diagnostic imaging ; Corpus Striatum - pathology ; Cortex ; Deep Brain Stimulation ; Diffusion ; Diffusion Tensor Imaging - methods ; Diffusion Tensor Imaging - standards ; Dystonic Disorders - diagnostic imaging ; Dystonic Disorders - pathology ; Electrodes ; FDA approval ; Female ; Functional morphology ; Globus pallidus ; Globus Pallidus - diagnostic imaging ; Globus Pallidus - pathology ; Humans ; Image Processing, Computer-Assisted - methods ; Image Processing, Computer-Assisted - standards ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Magnetic Resonance Imaging - standards ; Male ; Middle Aged ; Movement disorders ; Movement Disorders - diagnostic imaging ; Movement Disorders - pathology ; Neostriatum ; Neuroimaging ; NMR ; Nuclear magnetic resonance ; Parcellation ; Parkinson Disease - diagnostic imaging ; Parkinson Disease - pathology ; Parkinson's disease ; Patients ; Preoperative Care ; Reproducibility of Results ; Surgery ; Territory ; Thalamus ; Thalamus - diagnostic imaging ; Thalamus - pathology</subject><ispartof>NeuroImage (Orlando, Fla.), 2018-09, Vol.178, p.198-209</ispartof><rights>2018 Elsevier Inc.</rights><rights>Copyright © 2018 Elsevier Inc. 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Elsevier Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c573t-346296deb54b96024ca2f57341326dbf5432c4c5ef4e1eb1d1e3f7f9581c70c13</citedby><cites>FETCH-LOGICAL-c573t-346296deb54b96024ca2f57341326dbf5432c4c5ef4e1eb1d1e3f7f9581c70c13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29787868$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Patriat, Rémi</creatorcontrib><creatorcontrib>Cooper, Scott E.</creatorcontrib><creatorcontrib>Duchin, Yuval</creatorcontrib><creatorcontrib>Niederer, Jacob</creatorcontrib><creatorcontrib>Lenglet, Christophe</creatorcontrib><creatorcontrib>Aman, Joshua</creatorcontrib><creatorcontrib>Park, Michael C.</creatorcontrib><creatorcontrib>Vitek, Jerrold L.</creatorcontrib><creatorcontrib>Harel, Noam</creatorcontrib><title>Individualized tractography-based parcellation of the globus pallidus pars interna using 7T MRI in movement disorder patients prior to DBS surgery</title><title>NeuroImage (Orlando, Fla.)</title><addtitle>Neuroimage</addtitle><description>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. 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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. •Patient-specific parcellation of the GPi using 7 T MRI data is feasible prior to DBS.•GPi functional regions followed a Motor, Associative, and Limbic organization (from posterior to anterior).•Similar functional organizational patterns were found using two different parcellation methods.•The optimal therapeutic contact was located in the motor region.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>29787868</pmid><doi>10.1016/j.neuroimage.2018.05.048</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record>
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identifier ISSN: 1053-8119
ispartof NeuroImage (Orlando, Fla.), 2018-09, Vol.178, p.198-209
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1095-9572
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6046264
source ScienceDirect Freedom Collection 2022-2024
subjects 7 T MRI
Adult
Aged
Botulinum toxin
Colonies & territories
Connectivity
Corpus Striatum - diagnostic imaging
Corpus Striatum - pathology
Cortex
Deep Brain Stimulation
Diffusion
Diffusion Tensor Imaging - methods
Diffusion Tensor Imaging - standards
Dystonic Disorders - diagnostic imaging
Dystonic Disorders - pathology
Electrodes
FDA approval
Female
Functional morphology
Globus pallidus
Globus Pallidus - diagnostic imaging
Globus Pallidus - pathology
Humans
Image Processing, Computer-Assisted - methods
Image Processing, Computer-Assisted - standards
Magnetic resonance imaging
Magnetic Resonance Imaging - methods
Magnetic Resonance Imaging - standards
Male
Middle Aged
Movement disorders
Movement Disorders - diagnostic imaging
Movement Disorders - pathology
Neostriatum
Neuroimaging
NMR
Nuclear magnetic resonance
Parcellation
Parkinson Disease - diagnostic imaging
Parkinson Disease - pathology
Parkinson's disease
Patients
Preoperative Care
Reproducibility of Results
Surgery
Territory
Thalamus
Thalamus - diagnostic imaging
Thalamus - pathology
title Individualized tractography-based parcellation of the globus pallidus pars interna using 7T MRI in movement disorder patients prior to DBS surgery
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