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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 |
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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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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 & 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. All rights reserved.</rights><rights>2018. 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. 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><subject>7 T MRI</subject><subject>Adult</subject><subject>Aged</subject><subject>Botulinum toxin</subject><subject>Colonies & territories</subject><subject>Connectivity</subject><subject>Corpus Striatum - diagnostic imaging</subject><subject>Corpus Striatum - pathology</subject><subject>Cortex</subject><subject>Deep Brain Stimulation</subject><subject>Diffusion</subject><subject>Diffusion Tensor Imaging - methods</subject><subject>Diffusion Tensor Imaging - standards</subject><subject>Dystonic Disorders - diagnostic imaging</subject><subject>Dystonic Disorders - pathology</subject><subject>Electrodes</subject><subject>FDA approval</subject><subject>Female</subject><subject>Functional morphology</subject><subject>Globus pallidus</subject><subject>Globus Pallidus - diagnostic imaging</subject><subject>Globus Pallidus - pathology</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted - methods</subject><subject>Image Processing, Computer-Assisted - standards</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Magnetic Resonance Imaging - standards</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Movement disorders</subject><subject>Movement Disorders - diagnostic imaging</subject><subject>Movement Disorders - pathology</subject><subject>Neostriatum</subject><subject>Neuroimaging</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Parcellation</subject><subject>Parkinson Disease - diagnostic imaging</subject><subject>Parkinson Disease - pathology</subject><subject>Parkinson's disease</subject><subject>Patients</subject><subject>Preoperative Care</subject><subject>Reproducibility of Results</subject><subject>Surgery</subject><subject>Territory</subject><subject>Thalamus</subject><subject>Thalamus - 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diagnostic imaging</topic><topic>Corpus Striatum - pathology</topic><topic>Cortex</topic><topic>Deep Brain Stimulation</topic><topic>Diffusion</topic><topic>Diffusion Tensor Imaging - methods</topic><topic>Diffusion Tensor Imaging - standards</topic><topic>Dystonic Disorders - diagnostic imaging</topic><topic>Dystonic Disorders - pathology</topic><topic>Electrodes</topic><topic>FDA approval</topic><topic>Female</topic><topic>Functional morphology</topic><topic>Globus pallidus</topic><topic>Globus Pallidus - diagnostic imaging</topic><topic>Globus Pallidus - pathology</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted - methods</topic><topic>Image Processing, Computer-Assisted - standards</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Magnetic Resonance Imaging - standards</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Movement disorders</topic><topic>Movement Disorders - diagnostic imaging</topic><topic>Movement Disorders - pathology</topic><topic>Neostriatum</topic><topic>Neuroimaging</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Parcellation</topic><topic>Parkinson Disease - diagnostic imaging</topic><topic>Parkinson Disease - pathology</topic><topic>Parkinson's disease</topic><topic>Patients</topic><topic>Preoperative Care</topic><topic>Reproducibility of Results</topic><topic>Surgery</topic><topic>Territory</topic><topic>Thalamus</topic><topic>Thalamus - diagnostic imaging</topic><topic>Thalamus - pathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><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><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Psychology Database (Alumni)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Psychology Database (ProQuest)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest One Psychology</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>NeuroImage (Orlando, Fla.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Patriat, Rémi</au><au>Cooper, Scott E.</au><au>Duchin, Yuval</au><au>Niederer, Jacob</au><au>Lenglet, Christophe</au><au>Aman, Joshua</au><au>Park, Michael C.</au><au>Vitek, Jerrold L.</au><au>Harel, Noam</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Individualized tractography-based parcellation of the globus pallidus pars interna using 7T MRI in movement disorder patients prior to DBS surgery</atitle><jtitle>NeuroImage (Orlando, Fla.)</jtitle><addtitle>Neuroimage</addtitle><date>2018-09-01</date><risdate>2018</risdate><volume>178</volume><spage>198</spage><epage>209</epage><pages>198-209</pages><issn>1053-8119</issn><eissn>1095-9572</eissn><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.
•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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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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