Probabilistic Mapping Reveals Optimal Stimulation Site in Essential Tremor

Objective The objective of this study was to obtain individual clinical and neuroimaging data of patients undergoing deep brain stimulation (DBS) for essential tremor (ET) from 5 different European centers to identify predictors of outcome and to identify an optimal stimulation site. Methods We anal...

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Veröffentlicht in:Annals of neurology 2022-05, Vol.91 (5), p.602-612
Hauptverfasser: Nowacki, Andreas, Barlatey, Sabry, Al‐Fatly, Bassam, Dembek, Till, Bot, Maarten, Green, Alexander L., Kübler, Dorothee, Lachenmayer, M. Lenard, Debove, Ines, Segura‐Amil, Alba, Horn, Andreas, Visser‐Vandewalle, Veerle, Schuurman, Rick, Barbe, Michael, Aziz, Tipu Z., Kühn, Andrea A., Nguyen, T. A. Khoa, Pollo, Claudio
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container_end_page 612
container_issue 5
container_start_page 602
container_title Annals of neurology
container_volume 91
creator Nowacki, Andreas
Barlatey, Sabry
Al‐Fatly, Bassam
Dembek, Till
Bot, Maarten
Green, Alexander L.
Kübler, Dorothee
Lachenmayer, M. Lenard
Debove, Ines
Segura‐Amil, Alba
Horn, Andreas
Visser‐Vandewalle, Veerle
Schuurman, Rick
Barbe, Michael
Aziz, Tipu Z.
Kühn, Andrea A.
Nguyen, T. A. Khoa
Pollo, Claudio
description Objective The objective of this study was to obtain individual clinical and neuroimaging data of patients undergoing deep brain stimulation (DBS) for essential tremor (ET) from 5 different European centers to identify predictors of outcome and to identify an optimal stimulation site. Methods We analyzed retrospectively baseline covariates, pre‐ and postoperative clinical tremor scores (for 12 months) as well as individual imaging data from 119 patients to obtain individual electrode positions and stimulation volumes. Individual imaging and clinical data were used to calculate a probabilistic stimulation map in normalized space using voxel‐wise statistical analysis. Finally, we used this map to train a classifier to predict tremor improvement. Results Probabilistic mapping of stimulation effects yielded a statistically significant cluster that was associated with a tremor improvement >50%. This cluster of optimal stimulation extended from the posterior subthalamic area to the ventralis intermedius nucleus and coincided with a normative structural connectivity‐based cerebellothalamic tract (CTT). The combined features “distance between the stimulation volume and the significant cluster” and “CTT activation” were used as a predictor of tremor improvement. This correctly classified a >50% tremor improvement with a sensitivity of 89% and a specificity of 57%. Interpretation Our multicenter ET probabilistic stimulation map identified an area of optimal stimulation along the course of the CTT. The results of this study are mainly descriptive until confirmed in independent datasets, ideally through prospective testing. This target will be made openly available and may be used to guide surgical planning and for computer‐assisted programming of DBS in the future. ANN NEUROL 2022;91:602–612
doi_str_mv 10.1002/ana.26324
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Lenard ; Debove, Ines ; Segura‐Amil, Alba ; Horn, Andreas ; Visser‐Vandewalle, Veerle ; Schuurman, Rick ; Barbe, Michael ; Aziz, Tipu Z. ; Kühn, Andrea A. ; Nguyen, T. A. Khoa ; Pollo, Claudio</creator><creatorcontrib>Nowacki, Andreas ; Barlatey, Sabry ; Al‐Fatly, Bassam ; Dembek, Till ; Bot, Maarten ; Green, Alexander L. ; Kübler, Dorothee ; Lachenmayer, M. Lenard ; Debove, Ines ; Segura‐Amil, Alba ; Horn, Andreas ; Visser‐Vandewalle, Veerle ; Schuurman, Rick ; Barbe, Michael ; Aziz, Tipu Z. ; Kühn, Andrea A. ; Nguyen, T. A. Khoa ; Pollo, Claudio</creatorcontrib><description>Objective The objective of this study was to obtain individual clinical and neuroimaging data of patients undergoing deep brain stimulation (DBS) for essential tremor (ET) from 5 different European centers to identify predictors of outcome and to identify an optimal stimulation site. Methods We analyzed retrospectively baseline covariates, pre‐ and postoperative clinical tremor scores (for 12 months) as well as individual imaging data from 119 patients to obtain individual electrode positions and stimulation volumes. Individual imaging and clinical data were used to calculate a probabilistic stimulation map in normalized space using voxel‐wise statistical analysis. Finally, we used this map to train a classifier to predict tremor improvement. Results Probabilistic mapping of stimulation effects yielded a statistically significant cluster that was associated with a tremor improvement &gt;50%. This cluster of optimal stimulation extended from the posterior subthalamic area to the ventralis intermedius nucleus and coincided with a normative structural connectivity‐based cerebellothalamic tract (CTT). The combined features “distance between the stimulation volume and the significant cluster” and “CTT activation” were used as a predictor of tremor improvement. This correctly classified a &gt;50% tremor improvement with a sensitivity of 89% and a specificity of 57%. Interpretation Our multicenter ET probabilistic stimulation map identified an area of optimal stimulation along the course of the CTT. The results of this study are mainly descriptive until confirmed in independent datasets, ideally through prospective testing. This target will be made openly available and may be used to guide surgical planning and for computer‐assisted programming of DBS in the future. 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Lenard</creatorcontrib><creatorcontrib>Debove, Ines</creatorcontrib><creatorcontrib>Segura‐Amil, Alba</creatorcontrib><creatorcontrib>Horn, Andreas</creatorcontrib><creatorcontrib>Visser‐Vandewalle, Veerle</creatorcontrib><creatorcontrib>Schuurman, Rick</creatorcontrib><creatorcontrib>Barbe, Michael</creatorcontrib><creatorcontrib>Aziz, Tipu Z.</creatorcontrib><creatorcontrib>Kühn, Andrea A.</creatorcontrib><creatorcontrib>Nguyen, T. A. Khoa</creatorcontrib><creatorcontrib>Pollo, Claudio</creatorcontrib><title>Probabilistic Mapping Reveals Optimal Stimulation Site in Essential Tremor</title><title>Annals of neurology</title><addtitle>Ann Neurol</addtitle><description>Objective The objective of this study was to obtain individual clinical and neuroimaging data of patients undergoing deep brain stimulation (DBS) for essential tremor (ET) from 5 different European centers to identify predictors of outcome and to identify an optimal stimulation site. Methods We analyzed retrospectively baseline covariates, pre‐ and postoperative clinical tremor scores (for 12 months) as well as individual imaging data from 119 patients to obtain individual electrode positions and stimulation volumes. Individual imaging and clinical data were used to calculate a probabilistic stimulation map in normalized space using voxel‐wise statistical analysis. Finally, we used this map to train a classifier to predict tremor improvement. Results Probabilistic mapping of stimulation effects yielded a statistically significant cluster that was associated with a tremor improvement &gt;50%. This cluster of optimal stimulation extended from the posterior subthalamic area to the ventralis intermedius nucleus and coincided with a normative structural connectivity‐based cerebellothalamic tract (CTT). The combined features “distance between the stimulation volume and the significant cluster” and “CTT activation” were used as a predictor of tremor improvement. 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Lenard</au><au>Debove, Ines</au><au>Segura‐Amil, Alba</au><au>Horn, Andreas</au><au>Visser‐Vandewalle, Veerle</au><au>Schuurman, Rick</au><au>Barbe, Michael</au><au>Aziz, Tipu Z.</au><au>Kühn, Andrea A.</au><au>Nguyen, T. A. Khoa</au><au>Pollo, Claudio</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Probabilistic Mapping Reveals Optimal Stimulation Site in Essential Tremor</atitle><jtitle>Annals of neurology</jtitle><addtitle>Ann Neurol</addtitle><date>2022-05</date><risdate>2022</risdate><volume>91</volume><issue>5</issue><spage>602</spage><epage>612</epage><pages>602-612</pages><issn>0364-5134</issn><eissn>1531-8249</eissn><abstract>Objective The objective of this study was to obtain individual clinical and neuroimaging data of patients undergoing deep brain stimulation (DBS) for essential tremor (ET) from 5 different European centers to identify predictors of outcome and to identify an optimal stimulation site. 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This correctly classified a &gt;50% tremor improvement with a sensitivity of 89% and a specificity of 57%. Interpretation Our multicenter ET probabilistic stimulation map identified an area of optimal stimulation along the course of the CTT. The results of this study are mainly descriptive until confirmed in independent datasets, ideally through prospective testing. This target will be made openly available and may be used to guide surgical planning and for computer‐assisted programming of DBS in the future. ANN NEUROL 2022;91:602–612</abstract><cop>Hoboken, USA</cop><pub>John Wiley &amp; Sons, Inc</pub><pmid>35150172</pmid><doi>10.1002/ana.26324</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-7023-146X</orcidid><orcidid>https://orcid.org/0000-0001-7876-3225</orcidid><orcidid>https://orcid.org/0000-0003-0577-5035</orcidid><orcidid>https://orcid.org/0000-0002-0695-6025</orcidid><oa>free_for_read</oa></addata></record>
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subjects Brain mapping
Clusters
Deep brain stimulation
Deep Brain Stimulation - methods
Essential Tremor - therapy
Humans
Mapping
Medical imaging
Neural networks
Neuroimaging
Patients
Prospective Studies
Retrospective Studies
Statistical analysis
Stimulation
Treatment Outcome
Tremor
Tremor (Muscular contraction)
Tremor - therapy
Tremors
title Probabilistic Mapping Reveals Optimal Stimulation Site in Essential Tremor
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