|
1
|
Cain JA, Spivak NM, Coetzee JP, Crone JS, Johnson MA, Lutkenhoff ES, Real C, Buitrago-Blanco M, Vespa PM, Schnakers C, Monti MM. Ultrasonic Deep Brain Neuromodulation in Acute Disorders of Consciousness: A Proof-of-Concept. Brain Sci 2022; 12:brainsci12040428. [PMID: 35447960 PMCID: PMC9032970 DOI: 10.3390/brainsci12040428] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 03/17/2022] [Accepted: 03/19/2022] [Indexed: 02/04/2023] Open
Abstract
The promotion of recovery in patients who have entered a disorder of consciousness (DOC; e.g., coma or vegetative states) following severe brain injury remains an enduring medical challenge despite an ever-growing scientific understanding of these conditions. Indeed, recent work has consistently implicated altered cortical modulation by deep brain structures (e.g., the thalamus and the basal ganglia) following brain damage in the arising of, and recovery from, DOCs. The (re)emergence of low-intensity focused ultrasound (LIFU) neuromodulation may provide a means to selectively modulate the activity of deep brain structures noninvasively for the study and treatment of DOCs. This technique is unique in its combination of relatively high spatial precision and noninvasive implementation. Given the consistent implication of the thalamus in DOCs and prior results inducing behavioral recovery through invasive thalamic stimulation, here we applied ultrasound to the central thalamus in 11 acute DOC patients, measured behavioral responsiveness before and after sonication, and applied functional MRI during sonication. With respect to behavioral responsiveness, we observed significant recovery in the week following thalamic LIFU compared with baseline. With respect to functional imaging, we found decreased BOLD signals in the frontal cortex and basal ganglia during LIFU compared with baseline. In addition, we also found a relationship between altered connectivity of the sonicated thalamus and the degree of recovery observed post-LIFU.
Collapse
Affiliation(s)
- Josh A. Cain
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA; (J.P.C.); (J.S.C.); (M.A.J.); (E.S.L.)
- Correspondence: (J.A.C.); (M.M.M.)
| | - Norman M. Spivak
- Brain Injury Research Center (BIRC), Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA; (N.M.S.); (C.R.); (M.B.-B.); (P.M.V.)
- UCLA-Caltech Medical Scientist Training Program, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - John P. Coetzee
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA; (J.P.C.); (J.S.C.); (M.A.J.); (E.S.L.)
- Department of Psychiatry, Stanford School of Medicine, Palo Alto, CA 94304, USA
- Palo Alto VA Medical Center, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA
| | - Julia S. Crone
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA; (J.P.C.); (J.S.C.); (M.A.J.); (E.S.L.)
| | - Micah A. Johnson
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA; (J.P.C.); (J.S.C.); (M.A.J.); (E.S.L.)
| | - Evan S. Lutkenhoff
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA; (J.P.C.); (J.S.C.); (M.A.J.); (E.S.L.)
| | - Courtney Real
- Brain Injury Research Center (BIRC), Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA; (N.M.S.); (C.R.); (M.B.-B.); (P.M.V.)
| | - Manuel Buitrago-Blanco
- Brain Injury Research Center (BIRC), Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA; (N.M.S.); (C.R.); (M.B.-B.); (P.M.V.)
- Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Paul M. Vespa
- Brain Injury Research Center (BIRC), Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA; (N.M.S.); (C.R.); (M.B.-B.); (P.M.V.)
- Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Caroline Schnakers
- Research Institute, Casa Colina Hospital and Centers for Healthcare, Pomona, CA 91767, USA;
| | - Martin M. Monti
- Department of Psychology, University of California Los Angeles, Los Angeles, CA 90095, USA; (J.P.C.); (J.S.C.); (M.A.J.); (E.S.L.)
- Brain Injury Research Center (BIRC), Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA; (N.M.S.); (C.R.); (M.B.-B.); (P.M.V.)
- Department of Neurosurgery, University of California Los Angeles, Los Angeles, CA 90095, USA
- Correspondence: (J.A.C.); (M.M.M.)
| |
Collapse
|
|
2
|
Devos JVP, Temel Y, Ackermans L, Visser-Vandewalle V, Onur OA, Schruers K, Smit J, Janssen MLF. Methodological Considerations for Setting Up Deep Brain Stimulation Studies for New Indications. J Clin Med 2022; 11:jcm11030696. [PMID: 35160153 PMCID: PMC8836606 DOI: 10.3390/jcm11030696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 01/25/2022] [Accepted: 01/27/2022] [Indexed: 11/29/2022] Open
Abstract
Deep brain stimulation (DBS) is a neurosurgical treatment with a growing range of indications. The number of clinical studies is expanding because of DBS for new indications and efforts to improve DBS for existing indications. To date, various methods have been used to perform DBS studies. Designing a clinical intervention study with active implantable medical devices has specific challenges while expanding patient treatment. This paper provides an overview of the key aspects that are essential for setting up a DBS study.
Collapse
Affiliation(s)
- Jana V. P. Devos
- School for Mental Health and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands; (L.A.); (J.S.); (M.L.F.J.)
- Department of Ear, Nose, Throat, Head and Neck Surgery, Maastricht University Medical Center, Maastricht University, 6229 HX Maastricht, The Netherlands
- Correspondence: (J.V.P.D.); (Y.T.)
| | - Yasin Temel
- School for Mental Health and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands; (L.A.); (J.S.); (M.L.F.J.)
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht University, 6229 HX Maastricht, The Netherlands
- Correspondence: (J.V.P.D.); (Y.T.)
| | - Linda Ackermans
- School for Mental Health and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands; (L.A.); (J.S.); (M.L.F.J.)
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht University, 6229 HX Maastricht, The Netherlands
| | - Veerle Visser-Vandewalle
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50923 Cologne, Germany;
| | - Oezguer A. Onur
- Department of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50923 Cologne, Germany;
| | - Koen Schruers
- Department of Psychiatry and Neuropsychology, Maastricht University Medical Center, Maastricht University, 6229 HX Maastricht, The Netherlands;
| | - Jasper Smit
- School for Mental Health and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands; (L.A.); (J.S.); (M.L.F.J.)
- Department of Ear, Nose, Throat, Head and Neck Surgery, Zuyderland Medical Center, 6419 PC Heerlen, The Netherlands
| | - Marcus L. F. Janssen
- School for Mental Health and Neuroscience, Maastricht University, 6229 ER Maastricht, The Netherlands; (L.A.); (J.S.); (M.L.F.J.)
- Department of Clinical Neurophysiology, Maastricht University Medical Center, Maastricht University, 6229 HX Maastricht, The Netherlands
| |
Collapse
|
|
3
|
Yalaz M, Maling N, Deuschl G, Juárez-Paz LM, Butz M, Schnitzler A, Helmers AK, Höft M. MaDoPO: Magnetic Detection of Positions and Orientations of Segmented Deep-Brain Stimulation Electrodes: A Radiation-Free Method Based on Magnetoencephalography. Brain Sci 2022; 12:brainsci12010086. [PMID: 35053829 PMCID: PMC8774199 DOI: 10.3390/brainsci12010086] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 01/04/2022] [Accepted: 01/06/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Current approaches to detect the positions and orientations of directional deep-brain stimulation (DBS) electrodes rely on radiative imaging data. In this study, we aim to present an improved version of a radiation-free method for magnetic detection of the position and the orientation (MaDoPO) of directional electrodes based on a series of magnetoencephalography (MEG) measurements and a possible future solution for optimized results using emerging on-scalp MEG systems. Methods: A directional DBS system was positioned into a realistic head–torso phantom and placed in the MEG scanner. A total of 24 measurements of 180 s each were performed with different predefined electrode configurations. Finite element modeling and model fitting were used to determine the position and orientation of the electrode in the phantom. Related measurements were fitted simultaneously, constraining solutions to the a priori known geometry of the electrode. Results were compared with the results of the high-quality CT imaging of the phantom. Results: The accuracy in electrode localization and orientation detection depended on the number of combined measurements. The localization error was minimized to 2.02 mm by considering six measurements with different non-directional bipolar electrode configurations. Another six measurements with directional bipolar stimulations minimized the orientation error to 4°. These values are mainly limited due to the spatial resolution of the MEG. Moreover, accuracies were investigated as a function of measurement time, number of sensors, and measurement direction of the sensors in order to define an optimized MEG device for this application. Conclusion: Although MEG introduces inaccuracies in the detection of the position and orientation of the electrode, these can be accepted when evaluating the benefits of a radiation-free method. Inaccuracies can be further reduced by the use of on-scalp MEG sensor arrays, which may find their way into clinics in the foreseeable future.
Collapse
Affiliation(s)
- Mevlüt Yalaz
- Microwave Engineering, Christian-Albrechts-Universität zu Kiel, 24143 Kiel, Germany;
- Correspondence:
| | - Nicholas Maling
- Boston Scientific Corporation, Santa Clarita, CA 91355, USA; (N.M.); (L.M.J.-P.)
| | - Günther Deuschl
- Department of Neurology, Christian-Albrechts-Universität zu Kiel, 24105 Kiel, Germany;
| | - León M. Juárez-Paz
- Boston Scientific Corporation, Santa Clarita, CA 91355, USA; (N.M.); (L.M.J.-P.)
| | - Markus Butz
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany; (M.B.); (A.S.)
| | - Alfons Schnitzler
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany; (M.B.); (A.S.)
| | - Ann-Kristin Helmers
- Department of Neurosurgery, Christian-Albrechts-Universität zu Kiel, 24105 Kiel, Germany;
| | - Michael Höft
- Microwave Engineering, Christian-Albrechts-Universität zu Kiel, 24143 Kiel, Germany;
| |
Collapse
|
|
4
|
Sand D, Arkadir D, Abu Snineh M, Marmor O, Israel Z, Bergman H, Hassin-Baer S, Israeli-Korn S, Peremen Z, Geva AB, Eitan R. Deep Brain Stimulation Can Differentiate Subregions of the Human Subthalamic Nucleus Area by EEG Biomarkers. Front Syst Neurosci 2021; 15:747681. [PMID: 34744647 PMCID: PMC8565520 DOI: 10.3389/fnsys.2021.747681] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 09/16/2021] [Indexed: 01/10/2023] Open
Abstract
Introduction: Precise lead localization is crucial for an optimal clinical outcome of subthalamic nucleus (STN) deep brain stimulation (DBS) treatment in patients with Parkinson's disease (PD). Currently, anatomical measures, as well as invasive intraoperative electrophysiological recordings, are used to locate DBS electrodes. The objective of this study was to find an alternative electrophysiology tool for STN DBS lead localization. Methods: Sixty-one postoperative electrophysiology recording sessions were obtained from 17 DBS-treated patients with PD. An intraoperative physiological method automatically detected STN borders and subregions. Postoperative EEG cortical activity was measured, while STN low frequency stimulation (LFS) was applied to different areas inside and outside the STN. Machine learning models were used to differentiate stimulation locations, based on EEG analysis of engineered features. Results: A machine learning algorithm identified the top 25 evoked response potentials (ERPs), engineered features that can differentiate inside and outside STN stimulation locations as well as within STN stimulation locations. Evoked responses in the medial and ipsilateral fronto-central areas were found to be most significant for predicting the location of STN stimulation. Two-class linear support vector machine (SVM) predicted the inside (dorso-lateral region, DLR, and ventro-medial region, VMR) vs. outside [zona incerta, ZI, STN stimulation classification with an accuracy of 0.98 and 0.82 for ZI vs. VMR and ZI vs. DLR, respectively, and an accuracy of 0.77 for the within STN (DLR vs. VMR)]. Multiclass linear SVM predicted all areas with an accuracy of 0.82 for the outside and within STN stimulation locations (ZI vs. DLR vs. VMR). Conclusions: Electroencephalogram biomarkers can use low-frequency STN stimulation to localize STN DBS electrodes to ZI, DLR, and VMR STN subregions. These models can be used for both intraoperative electrode localization and postoperative stimulation programming sessions, and have a potential to improve STN DBS clinical outcomes.
Collapse
Affiliation(s)
- Daniel Sand
- Department of Medical Neurobiology (Physiology), Institute of Medical Research Israel-Canada, Hebrew University of Jerusalem, Jerusalem, Israel.,Edmond and Lily Safra Center for Brain Research, Hebrew University of Jerusalem, Jerusalem, Israel.,Elminda Ltd., Herzliya, Israel
| | - David Arkadir
- Department of Neurology, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Muneer Abu Snineh
- Department of Neurology, Hadassah Medical Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Odeya Marmor
- Department of Medical Neurobiology (Physiology), Institute of Medical Research Israel-Canada, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Zvi Israel
- Brain Division, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.,Functional Neurosurgery Unit, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Hagai Bergman
- Department of Medical Neurobiology (Physiology), Institute of Medical Research Israel-Canada, Hebrew University of Jerusalem, Jerusalem, Israel.,Edmond and Lily Safra Center for Brain Research, Hebrew University of Jerusalem, Jerusalem, Israel.,Functional Neurosurgery Unit, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Sharon Hassin-Baer
- Department of Neurology, Movement Disorders Institute, Sheba Medical Center and Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Simon Israeli-Korn
- Department of Neurology, Movement Disorders Institute, Sheba Medical Center and Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Amir B Geva
- Department of Electrical and Computer Engineering, Ben Gurion University, Beer-Sheva, Israel
| | - Renana Eitan
- Department of Medical Neurobiology (Physiology), Institute of Medical Research Israel-Canada, Hebrew University of Jerusalem, Jerusalem, Israel.,Brain Division, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.,Neuropsychiatry Unit, Jerusalem Mental Health Center and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel.,Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| |
Collapse
|
|
5
|
Yalaz M, Deuschl G, Sohail Noor M, Butz M, Schnitzler A, Helmers AK, Höft M. Determining the rotational orientation of directional deep brain stimulation electrodes using magnetoencephalography. J Neural Eng 2021; 18. [PMID: 34598173 DOI: 10.1088/1741-2552/ac2c4d] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 10/01/2021] [Indexed: 11/11/2022]
Abstract
Objective.The aim of the present study was to evaluate the effect of different electrode configurations on the accuracy of determining the rotational orientation of the directional deep brain stimulation (DBS) electrode with our previously published magnetoencephalography (MEG)-based method.Approach.A directional DBS electrode, along with its implantable pulse generator, was integrated into a head phantom and placed within the MEG sensor array. Predefined bipolar electrode configurations, based on activation of different directional and omnidirectional contacts of the electrode, were set to generate a defined magnetic field during stimulation. This magnetic field was then measured with MEG. Finite element modeling and model fitting approach were used to calculate electrode orientation.Main results.The accuracy of electrode orientation detection depended on the electrode configuration: the vertical configuration (activation of two directional contacts arranged one above the other) achieved an average accuracy of only about 41 ∘. The diagonal configuration (activation of the electrode tip and a single directional contact at the next higher level of the electrode) achieved an accuracy of 13∘, while the horizontal electrode configuration (activation of two adjacent directional contacts at the same electrode level) achieved the best accuracy of 6∘. The accuracy of orientation detection of the DBS electrode depends on the change in spatial distribution of the magnetic field with the rotation of the electrode along its own axis. In the vertical configuration, rotation of the electrode has a small effect on the magnetic field distribution, while in the diagonal or horizontal configuration, electrode rotation has a significant effect on the magnetic field distribution.Significance.Our work suggests that in order to determine rotational orientation of a DBS electrode using MEG, horizontal configuration should be used as it provides the most accurate results compared to other possible configurations.
Collapse
Affiliation(s)
- Mevlüt Yalaz
- Chair of Microwave Engineering, Christian-Albrechts-Universität zu Kiel, 24143 Kiel, Germany
| | - Günther Deuschl
- Department of Neurology, Christian-Albrechts-Universität zu Kiel, 24105 Kiel, Germany
| | - M Sohail Noor
- Department of Biomedical Engineering, Duke University, Durham, NC, United States of America
| | - Markus Butz
- Institute of Clinical Neuroscience and Medical iPsychology, Medical Faculty of HHU, 40225 Düsseldorf, Germany
| | - Alfons Schnitzler
- Institute of Clinical Neuroscience and Medical iPsychology, Medical Faculty of HHU, 40225 Düsseldorf, Germany
| | - Ann-Kristin Helmers
- Department of Neurosurgery, Christian-Albrechts-Universität zu Kiel, 24105 Kiel, Germany
| | - Michael Höft
- Chair of Microwave Engineering, Christian-Albrechts-Universität zu Kiel, 24143 Kiel, Germany
| |
Collapse
|
|
6
|
Yalaz M, Noor S, McIntyre C, Butz M, Schnitzler A, Deuschl G, Höft M. DBS electrode localization and rotational orientation detection using SQUID-based magnetoencephalography. J Neural Eng 2021; 18. [PMID: 33503598 DOI: 10.1088/1741-2552/abe099] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 01/27/2021] [Indexed: 11/12/2022]
Abstract
The aim of the present study was to investigate the accuracy of localization and rotational orientation detection of a directional deep brain stimulation (DBS) electrode using a state-of-the-art magnetoencephalography (MEG) scanner. A directional DBS electrode along with its stimulator was integrated into a head phantom and placed inside the MEG sensor array. The electrode was comprised of six directional and two omnidirectional contacts. Measurements were performed while stimulating with different contacts and parameters in the phantom. Finite element modeling and fitting approach were used to compute electrode position and orientation. The electrode was localized with a mean accuracy of 2.2 mm while orientation was determined with a mean accuracy of 11°. The limitation in detection accuracy was due to the lower measurement precision of the MEG system. Considering an ideal measurement condition, these values represent the lower bound of accuracy that can be achieved in patients. However, a future magnetic measuring system with higher precision will potentially detect location and orientation of a DBS electrode with an even increased accuracy.
Collapse
Affiliation(s)
- Mevlüt Yalaz
- Christian-Albrechts-Universität zu Kiel, Kaiserstrasse 2, Kiel, Schleswig-Holstein, 24143, GERMANY
| | - Sohail Noor
- Case Western Reserve University, 2103 Cornell Road, Cleveland, Ohio, 44106, UNITED STATES
| | - Cameron McIntyre
- Case Western Reserve University, 2103 Cornell Road, Cleveland, Ohio, 44106, UNITED STATES
| | - Markus Butz
- Heinrich-Heine-Universität Düsseldorf, Moorenstrasse 5, Düsseldorf, Nordrhein-Westfalen, 40225, GERMANY
| | - Alfons Schnitzler
- Heinrich-Heine-Universität Düsseldorf, Moorenstrasse 5, Düsseldorf, Nordrhein-Westfalen, 40225, GERMANY
| | - Gunther Deuschl
- Department of Neurology, Christian-Albrechts-Universität zu Kiel, Arnold-Heller-Straße 3, Kiel, Schleswig-Holstein, 24105, GERMANY
| | - Michael Höft
- Christian-Albrechts-Universität zu Kiel, Kaiserstrasse 2, Kiel, Schleswig-Holstein, 24143, GERMANY
| |
Collapse
|