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Soh C, Hervault M, Rohl AH, Greenlee JDW, Wessel JR. Precisely-timed outpatient recordings of subcortical local field potentials from wireless streaming-capable deep-brain stimulators: a method and toolbox. J Neurosci Methods 2025; 418:110448. [PMID: 40220907 PMCID: PMC12045157 DOI: 10.1016/j.jneumeth.2025.110448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 02/19/2025] [Accepted: 04/09/2025] [Indexed: 04/14/2025]
Abstract
BACKGROUND Investigations of the electrophysiological mechanisms of the human subcortex have relied on recording local field potentials (LFPs) during deep-brain stimulation (DBS) neurosurgery. However, the neurosurgical setting severely restricts the research use of these recordings. Recently developed sensing-capable DBS devices wirelessly stream subcortical LFPs in outpatient settings. These recordings have tremendous potential for research. However, synchronizing them with other behavior or neural recordings is challenging, as the clinical devices do not accept digital timing information. NEW METHOD Switching the DBS device on introduces transient yet consistent artifacts in both the LFP and simultaneous scalp-EEG recordings. We use these artifacts as a reference to align these recordings (N = 20). We tested whether the alignment was precise enough to match a ground truth state (large artifacts produced by transcranial magnetic stimulation, TMS), yielded trial-averaged event-locked LFPs, and phase consistency across trials. We further evaluated the consistency of task-related LFPs across outpatient and perisurgical recordings. RESULTS AND COMPARISON WITH EXISTING METHOD(S) Previous alignment methods were limited because they relied on inconsistent on/offset features of DBS artifacts caused by ongoing stimulation. Moreover, they only provided limited validation. Our highly precise alignment method showed a maximum deviation of only 8 ms - clearly superior to prior techniques. Furthermore, event-related activity patterns were comparable across outpatient and perisurgical LFP recordings. CONCLUSIONS We present a method and a MATLAB toolbox that inserts the most precise digital timing information into wirelessly-streamed DBS-LFP recordings to date. By enabling event-related research with high-temporal precision, this method greatly enhances the utility of these recordings.
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Affiliation(s)
- Cheol Soh
- Department of Psychological and Brain Sciences, University of Iowa, United States; Cognitive Control Collaborative, University of Iowa, United States.
| | - Mario Hervault
- Department of Psychological and Brain Sciences, University of Iowa, United States; Cognitive Control Collaborative, University of Iowa, United States
| | - Andrea H Rohl
- Department of Neurosurgery, University of Iowa, United States
| | | | - Jan R Wessel
- Department of Psychological and Brain Sciences, University of Iowa, United States; Cognitive Control Collaborative, University of Iowa, United States; Department of Neurology, University of Iowa, United States
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A Protocol to Investigate Deep Brain Stimulation for Refractory Tinnitus: From Rat Model to the Set-Up of a Human Pilot Study. Audiol Res 2022; 13:49-63. [PMID: 36648926 PMCID: PMC9844413 DOI: 10.3390/audiolres13010005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/26/2022] [Accepted: 12/27/2022] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Chronic tinnitus can have an immense impact on quality of life. Despite recent treatment advances, many tinnitus patients remain refractory to them. Preclinical and clinical evidence suggests that deep brain stimulation (DBS) is a promising treatment to suppress tinnitus. In rats, it has been shown in multiple regions of the auditory pathway that DBS can have an alleviating effect on tinnitus. The thalamic medial geniculate body (MGB) takes a key position in the tinnitus network, shows pathophysiological hallmarks of tinnitus, and is readily accessible using stereotaxy. Here, a protocol is described to evaluate the safety and test the therapeutic effects of DBS in the MGB in severe tinnitus sufferers. METHODS Bilateral DBS of the MGB will be applied in a future study in six patients with severe and refractory tinnitus. A double-blinded, randomized 2 × 2 crossover design (stimulation ON and OFF) will be applied, followed by a period of six months of open-label follow-up. The primary focus is to assess safety and feasibility (acceptability). Secondary outcomes assess a potential treatment effect and include tinnitus severity measured by the Tinnitus Functional Index (TFI), tinnitus loudness and distress, hearing, cognitive and psychological functions, quality of life, and neurophysiological characteristics. DISCUSSION This protocol carefully balances risks and benefits and takes ethical considerations into account. This study will explore the safety and feasibility of DBS in severe refractory tinnitus, through extensive assessment of clinical and neurophysiological outcome measures. Additionally, important insights into the underlying mechanism of tinnitus and hearing function might be revealed. TRIAL REGISTRATION ClinicalTrials.gov NCT03976908 (6 June 2019).
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van Dijk KJ, Janssen MLF, Zwartjes DGM, Temel Y, Visser-Vandewalle V, Veltink PH, Benazzouz A, Heida T. Spatial Localization of Sources in the Rat Subthalamic Motor Region Using an Inverse Current Source Density Method. Front Neural Circuits 2016; 10:87. [PMID: 27857684 PMCID: PMC5093117 DOI: 10.3389/fncir.2016.00087] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Accepted: 10/14/2016] [Indexed: 11/18/2022] Open
Abstract
Objective: In this study we introduce the use of the current source density (CSD) method as a way to visualize the spatial organization of evoked responses in the rat subthalamic nucleus (STN) at fixed time stamps resulting from motor cortex stimulation. This method offers opportunities to visualize neuronal input and study the relation between the synaptic input and the neural output of neural populations. Approach: Motor cortex evoked local field potentials and unit activity were measured in the subthalamic region, with a 3D measurement grid consisting of 320 measurement points and high spatial resolution. This allowed us to visualize the evoked synaptic input by estimating the current source density (CSD) from the measured local field potentials, using the inverse CSD method. At the same time, the neuronal output of the cells within the grid is assessed by calculating post stimulus time histograms. Main results: The CSD method resulted in clear and distinguishable sources and sinks of the neuronal input activity in the STN after motor cortex stimulation. We showed that the center of the synaptic input of the STN from the motor cortex is located dorsal to the input from globus pallidus. Significance: For the first time we have performed CSD analysis on motor cortex stimulation evoked LFP responses in the rat STN as a proof of principle. Our results suggest that the CSD method can be used to gain new insights into the spatial extent of synaptic pathways in brain structures.
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Affiliation(s)
- Kees J van Dijk
- Biomedical Signals and Systems Group, MIRA institute for Biomedical Engineering and Technical Medicine, University of Twente Enschede, Netherlands
| | - Marcus L F Janssen
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht UniversityMaastricht, Netherlands; Department of Neurology, Maastricht University Medical CenterMaastricht, Netherlands; University de Bordeaux, Institut des Maladies Neurodégénératives, Centre National de la Recherche Scientifique UMR 5293Bordeaux, France
| | - Daphne G M Zwartjes
- Biomedical Signals and Systems Group, MIRA institute for Biomedical Engineering and Technical Medicine, University of Twente Enschede, Netherlands
| | - Yasin Temel
- Department of Neuroscience, School for Mental Health and Neuroscience, Maastricht UniversityMaastricht, Netherlands; Department of Neurosurgery, Maastricht University Medical CenterMaastricht, Netherlands
| | | | - Peter H Veltink
- Biomedical Signals and Systems Group, MIRA institute for Biomedical Engineering and Technical Medicine, University of Twente Enschede, Netherlands
| | - Abdelhamid Benazzouz
- University de Bordeaux, Institut des Maladies Neurodégénératives, Centre National de la Recherche Scientifique UMR 5293 Bordeaux, France
| | - Tjitske Heida
- Biomedical Signals and Systems Group, MIRA institute for Biomedical Engineering and Technical Medicine, University of Twente Enschede, Netherlands
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Panov F, Levin E, de Hemptinne C, Swann NC, Qasim S, Miocinovic S, Ostrem JL, Starr PA. Intraoperative electrocorticography for physiological research in movement disorders: principles and experience in 200 cases. J Neurosurg 2016; 126:122-131. [PMID: 26918474 DOI: 10.3171/2015.11.jns151341] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Contemporary theories of the pathophysiology of movement disorders emphasize abnormal oscillatory activity in basal ganglia-thalamocortical loops, but these have been studied in humans mainly using depth recordings. Recording from the surface of the cortex using electrocorticography (ECoG) provides a much higher amplitude signal than depth recordings, is less susceptible to deep brain stimulation (DBS) artifacts, and yields a surrogate measure of population spiking via "broadband gamma" (50-200 Hz) activity. Therefore, a technical approach to movement disorders surgery was developed that employs intraoperative ECoG as a research tool. METHODS One hundred eighty-eight patients undergoing DBS for the treatment of movement disorders were studied under an institutional review board-approved protocol. Through the standard bur hole exposure that is clinically indicated for DBS lead insertion, a strip electrode (6 or 28 contacts) was inserted to cover the primary motor or prefrontal cortical areas. Localization was confirmed by the reversal of the somatosensory evoked potential and intraoperative CT or 2D fluoroscopy. The ECoG potentials were recorded at rest and during a variety of tasks and analyzed offline in the frequency domain, focusing on activity between 3 and 200 Hz. Strips were removed prior to closure. Postoperative MRI was inspected for edema, signal change, or hematoma that could be related to the placement of the ECoG strip. RESULTS One hundred ninety-eight (99%) strips were successfully placed. Two ECoG placements were aborted due to resistance during the attempted passage of the electrode. Perioperative surgical complications occurred in 8 patients, including 5 hardware infections, 1 delayed chronic subdural hematoma requiring evacuation, 1 intraparenchymal hematoma, and 1 venous infarction distant from the site of the recording. None of these appeared to be directly related to the use of ECoG. CONCLUSIONS Intraoperative ECoG has long been used in neurosurgery for functional mapping and localization of seizure foci. As applied during DBS surgery, it has become an important research tool for understanding the brain networks in movement disorders and the mechanisms of therapeutic stimulation. In experienced hands, the technique appears to add minimal risk to surgery.
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Affiliation(s)
- Fedor Panov
- Department of Neurological Surgery, Mount Sinai School of Medicine, New York, New York
| | - Emily Levin
- Department of Neurological Surgery, University of Michigan, Ann Arbor, Michigan; and
| | | | | | | | | | - Jill L Ostrem
- Neurology, University of California, San Francisco, California
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Tinakoua A, Bouabid S, Faggiani E, De Deurwaerdère P, Lakhdar-Ghazal N, Benazzouz A. The impact of combined administration of paraquat and maneb on motor and non-motor functions in the rat. Neuroscience 2015; 311:118-29. [PMID: 26477982 DOI: 10.1016/j.neuroscience.2015.10.021] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Revised: 10/09/2015] [Accepted: 10/12/2015] [Indexed: 11/29/2022]
Abstract
Paraquat (PQ) and maneb (MB) are potential risk factors for Parkinson's disease. However, their impact on non-motor disorders, monoamine neurotransmission and basal ganglia function is not clearly determined. Here we investigated the effects of combined treatment with PQ/MB on motor behavior, anxiety and "depressive-like" disorders, tissue content of monoamines, and subthalamic nucleus (STN) neuronal activity. Male Sprague-Dawley rats were intoxicated by PQ (10 mg/kg) and MB (30 mg/kg) twice a week. Two weeks later, the majority of animals (group 1, 16/26) showed a severe loss of body weight with tremor and respiratory distress and others (group 2, 6/26) showed only tremor. Animals of group 2 received PQ/MB during four weeks before developing weight loss. A last group (group 3, 4/26) was insensitive to PQ/MB after 6 weeks of injections. Groups 1 and 2 displayed a failure of motor activity and motor coordination. Group 3 showed slight motor deficits only after the last injection of PQ/MB. Moreover, PQ/MB induced anxiety and "depressive-like" behaviors in animals of groups 2 and 3. Biochemical analysis showed that PQ/MB reduced striatal dopamine (DA) tissue content paralleled by changes in the activity of STN neurons without changing the content of norepinephrine and serotonin in the cortex. Our data provide evidence that individuals are not equally sensitive to PQ/MB and show that the motor deficits in vulnerable animals, are not only a result of DA neuron degeneration, but may also be a consequence of peripheral disabilities. Nevertheless, the parkinsonian-like non-motor impairments may be a direct consequence of the bilateral DA depletion.
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Affiliation(s)
- A Tinakoua
- Univ. de Bordeaux, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; CNRS, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; Université Mohammed V, Faculté des Sciences, Equipe Rythmes Biologiques, Neurosciences et Environnement, Rabat, Morocco
| | - S Bouabid
- Univ. de Bordeaux, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; CNRS, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; Université Mohammed V, Faculté des Sciences, Equipe Rythmes Biologiques, Neurosciences et Environnement, Rabat, Morocco
| | - E Faggiani
- Univ. de Bordeaux, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; CNRS, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France
| | - P De Deurwaerdère
- Univ. de Bordeaux, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; CNRS, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France
| | - N Lakhdar-Ghazal
- Université Mohammed V, Faculté des Sciences, Equipe Rythmes Biologiques, Neurosciences et Environnement, Rabat, Morocco
| | - A Benazzouz
- Univ. de Bordeaux, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France; CNRS, Institut des maladies neurodégénératives, UMR 5293, Bordeaux, France.
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van Dijk KJ, Verhagen R, Chaturvedi A, McIntyre CC, Bour LJ, Heida C, Veltink PH. A novel lead design enables selective deep brain stimulation of neural populations in the subthalamic region. J Neural Eng 2015; 12:046003. [PMID: 26020096 DOI: 10.1088/1741-2560/12/4/046003] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Janssen MLF, Duits AA, Turaihi AH, Ackermans L, Leentjens AFG, Leentjes AFG, van Kranen-Mastenbroek V, Oosterloo M, Visser-Vandewalle V, Temel Y. Subthalamic nucleus high-frequency stimulation for advanced Parkinson's disease: motor and neuropsychological outcome after 10 years. Stereotact Funct Neurosurg 2014; 92:381-7. [PMID: 25359232 DOI: 10.1159/000366066] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Accepted: 07/18/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND Since the introduction of subthalamic nucleus deep brain stimulation (STN DBS), many clinical studies have shown that this therapy is safe and effective in the short and medium term. Only little is known about long-term results. OBJECTIVES To provide an analysis of motor and cognitive outcome 10 years after STN DBS. METHODS In this observational cohort study, we report on the motor and cognitive outcome in a cohort of 26 Parkinson's disease patients who were prospectively followed up for 10 years after STN DBS surgery. RESULTS In the early post-operative phase, improvement in the Unified Parkinson's Disease Rating Scale (UPDRS) III (10.6, p < 0.01) and IV (2.5, p < 0.01) was seen as well as a 32% reduction in levodopa equivalent dose (p < 0.01). After 5 years, a worsening of the motor performance was observed. The worsening of motor performance was mainly due to a deterioration in bradykinesia (12.4 ± 4.6, p < 0.05) and axial symptoms (6.9 ± 2.8, p < 0.01). Memory function seemed to improve in the short term, but there was a significant decline between 1 and 5 years after surgery (p < 0.01). Mood remained relatively stable during follow-up, and one third of the patients showed impulsive behaviour after surgery. CONCLUSIONS The motor performance of patients showed deterioration over time, due to an increase in bradykinesia and axial symptoms.
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Affiliation(s)
- Marcus L F Janssen
- Department of Neurology, Maastricht University Medical Center, Maastricht, The Netherlands
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Rowland NC, Miller KJ, Starr PA. Three-Dimensional Accuracy of ECOG Strip Electrode Localization Using Coregistration of Preoperative MRI and Intraoperative Fluoroscopy. Stereotact Funct Neurosurg 2014; 92:8-16. [DOI: 10.1159/000350027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2012] [Accepted: 02/19/2013] [Indexed: 11/19/2022]
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Kocabicak E, Temel Y. Deep brain stimulation of the subthalamic nucleus in Parkinson's disease: Surgical technique, tips, tricks and complications. Clin Neurol Neurosurg 2013; 115:2318-23. [DOI: 10.1016/j.clineuro.2013.08.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Revised: 08/13/2013] [Accepted: 08/20/2013] [Indexed: 10/26/2022]
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Multiple controls exerted by 5-HT2C receptors upon basal ganglia function: from physiology to pathophysiology. Exp Brain Res 2013; 230:477-511. [PMID: 23615975 DOI: 10.1007/s00221-013-3508-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2013] [Accepted: 03/28/2013] [Indexed: 10/26/2022]
Abstract
Serotonin2C (5-HT2C) receptors are expressed in the basal ganglia, a group of subcortical structures involved in the control of motor behaviour, mood and cognition. These receptors are mediating the effects of 5-HT throughout different brain areas via projections originating from midbrain raphe nuclei. A growing interest has been focusing on the function of 5-HT2C receptors in the basal ganglia because they may be involved in various diseases of basal ganglia function notably those associated with chronic impairment of dopaminergic transmission. 5-HT2C receptors act on numerous types of neurons in the basal ganglia, including dopaminergic, GABAergic, glutamatergic or cholinergic cells. Perhaps inherent to their peculiar molecular properties, the modality of controls exerted by 5-HT2C receptors over these cell populations can be phasic, tonic (dependent on the 5-HT tone) or constitutive (a spontaneous activity without the presence of the ligand). These controls are functionally organized in the basal ganglia: they are mainly localized in the input structures and preferentially distributed in the limbic/associative territories of the basal ganglia. The nature of these controls is modified in neuropsychiatric conditions such as Parkinson's disease, tardive dyskinesia or addiction. Most of the available data indicate that the function of 5-HT2C receptor is enhanced in cases of chronic alterations of dopamine neurotransmission. The review illustrates that 5-HT2C receptors play a role in maintaining continuous controls over the basal ganglia via multiple diverse actions. We will discuss their interest for treatments aimed at ameliorating current pharmacotherapies in schizophrenia, Parkinson's disease or drugs abuse.
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Zwartjes DGM, Janssen MLF, Heida T, Van Kranen-Mastenbroek V, Bour LJ, Temel Y, Visser-Vandewalle V, Veltink PH. Cortically evoked potentials in the human subthalamic nucleus. Neurosci Lett 2013; 539:27-31. [PMID: 23384566 DOI: 10.1016/j.neulet.2013.01.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2012] [Revised: 12/14/2012] [Accepted: 01/20/2013] [Indexed: 11/27/2022]
Abstract
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) alleviates motor symptoms in Parkinson's disease (PD) patients. However, in a substantial number of patients the beneficial effects of STN DBS are overshadowed by psychiatric side effects. We hypothesize that stimulation of the STN motor area will provide the optimal effect on the motor symptoms without inducing these side effects, and expect that motor cortex stimulation (MCS) evokes a spatially specific response within the STN, which identifies the STN motor area. We previously showed that MCS evokes responses in the unit activity specifically within certain areas of the STN. Unit activity is generally considered a measure of the output activity. To gain more insight into the neuronal input into the STN, we describe the results of cortically evoked subthalamic local field potentials (LFPs). We show that the cortically evoked LFPs follow a certain temporal and spatial pattern. The significant peaks of the evoked LFPs coincide with the timing of some of the inhibitions and excitations present in the unit responses. The spatial resolution of responses measured in the LFP to MCS is not high enough to identify the STN motor region. However, we believe that optimizing targeting techniques and the development of novel DBS electrodes will improve STN DBS therapy for PD patients.
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Affiliation(s)
- Daphne G M Zwartjes
- MIRA institute for Biomedical Engineering and Technical Medicine, Biomedical Signals and Systems group, University of Twente, Enschede, The Netherlands.
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Alegre M, Lopez-Azcarate J, Obeso I, Wilkinson L, Rodriguez-Oroz MC, Valencia M, Garcia-Garcia D, Guridi J, Artieda J, Jahanshahi M, Obeso JA. The subthalamic nucleus is involved in successful inhibition in the stop-signal task: A local field potential study in Parkinson's disease. Exp Neurol 2013; 239:1-12. [DOI: 10.1016/j.expneurol.2012.08.027] [Citation(s) in RCA: 102] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2012] [Accepted: 08/28/2012] [Indexed: 10/27/2022]
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Alegre M, Hallett M, Olanow CW, Obeso JA. Technical advances in deep brain stimulation: how far is enough? Mov Disord 2012; 27:341-2. [PMID: 22411845 DOI: 10.1002/mds.24965] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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