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Busteed L, García-Sánchez C, Pascual-Sedano B, Grunden N, Gironell A, Kulisevsky J, Pagonabarraga J. Impact of Stimulation Frequency on Verbal Fluency Following Bilateral Subthalamic Nucleus Deep Brain Stimulation in Parkinson's Disease. Arch Clin Neuropsychol 2025; 40:22-32. [PMID: 39127889 DOI: 10.1093/arclin/acae062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 07/14/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
OBJECTIVE The effects of stimulation frequency on verbal fluency (VF) following subthalamic nucleus deep brain stimulation (STN-DBS) in Parkinson's disease (PD) are not well understood. The present study examines the impact stimulation frequency has on VF following bilateral STN-DBS in PD. METHODS Prospective study of 38 consecutive patients with PD with low frequency STN-DBS (LFS) (n = 10) and high frequency STN-DBS (HFS) (n = 14), and a non-operated PD control group consisting of patients with fluctuating response to dopaminergic medication (n = 14) homogeneous in age, education, disease duration, and global cognitive function. Patients were evaluated on VF tasks (letter, semantic, action verbs, alternating). A one-way analysis of variance (ANOVA) was conducted to assess distinctions between groups. Pre- and post-surgical comparisons of fluencies were performed for operated groups. A mixed ANOVA was applied to the data to evaluate the interaction between treatment (HFS vs. LFS) and time (pre- vs. post-surgery). Strategy use (clustering and switching) was evaluated. RESULTS Semantic and letter fluency performance revealed significant differences between HFS and LFS groups. Pre- and post-surgical comparisons revealed HFS negatively affected letter, semantic, and action fluencies, but LFS had no effect on VF. No interaction effect or main effect of treatment was found. Main effect of time was significant for semantic and action fluencies indicating a decrease in postoperative fluency performance. Patients with LFS produced larger average cluster sizes than patients with HFS. CONCLUSION LFS may be less detrimental to VF, but these findings suggest that VF decline following STN-DBS is not caused by stimulation frequency alone.
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Affiliation(s)
- Laura Busteed
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Movement Disorders Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
- Neuropsychology Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
| | - Carmen García-Sánchez
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Movement Disorders Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
- Neuropsychology Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
| | - Berta Pascual-Sedano
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Movement Disorders Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
- Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
| | - Nicholas Grunden
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Neuropsychology Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Department of Psychology at Concordia University and Centre for Research on Brain, Language & Music in Montreal, Montreal, Canada
| | - Alexandre Gironell
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Movement Disorders Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
| | - Jaime Kulisevsky
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Movement Disorders Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
- Faculty of Health Sciences, Universitat Oberta de Catalunya (UOC), Barcelona, Spain
| | - Javier Pagonabarraga
- Department of Medicine, Universidad Autónoma de Barcelona (UAB), Barcelona, Spain
- Movement Disorders Unit, Neurology Department, Santa Creu i Sant Pau Hospital, Barcelona, Spain
- Sant Pau Biomedical Research Institute (IIB Sant Pau), Barcelona, Spain
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
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Zargari M, Hughes NC, Chen JW, Cole MW, Gupta R, Qian H, Summers J, Subramanian D, Li R, Dawant BM, Konrad PE, Ball TJ, Englot DJ, Dhima K, Bick SK. Electrode Location and Domain-Specific Cognitive Change Following Subthalamic Nucleus Deep Brain Stimulation for Parkinson's Disease. Neurosurgery 2024:00006123-990000000-01434. [PMID: 39513712 DOI: 10.1227/neu.0000000000003271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 09/30/2024] [Indexed: 11/15/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Deep brain stimulation (DBS) is an effective treatment for Parkinson's disease (PD) motor symptoms. DBS is also associated with postoperative cognitive change in some patients. Previous studies found associations between medial active electrode contacts and overall cognitive decline. Our current aim is to determine the relationship between active electrode contact location and domain-specific cognitive changes. METHODS A single-institution retrospective cohort study was conducted in patients with PD who underwent subthalamic nucleus (STN) DBS from August 05, 2010, to February 22, 2021, and received preoperative and postoperative neuropsychological testing. Standardized norm-referenced test z-scores were categorized into attention, executive function, language, verbal memory, and visuospatial domains. SD change scores were averaged to create domain-specific change scores. We identified anterior commissure/posterior commissure coordinates of active electrode contacts in atlas space. We evaluated differences in active electrode contact location between patients with a domain score decrease of at least 1 SD and less than 1 SD. We performed multiple variable linear regression controlling for age, sex, education, time from surgery to postoperative neuropsychological testing (follow-up duration), disease duration, preoperative unified Parkinson's disease rating scale off medication scores, and preoperative memory scores to determine the relationship between active electrode contact location and domain change. RESULTS A total of 83 patients (male: n = 60, 72.3%) were included with a mean age of 63.6 ± 8.3 years, median disease duration of 9.0 [6.0, 11.5] years, and median follow-up duration of 8.0 [7.0, 11.0] months. More superior active electrode contact location in the left STN (P = .002) and higher preoperative memory scores (P < .0001) were associated with worsening memory. Active electrode contact location was not associated with change in other domains. CONCLUSION In patients with PD who underwent STN DBS, we found an association between superior active electrode contacts in the left STN and verbal memory decline. Our study increases understanding of factors associated with cognitive change after DBS and may help inform postoperative programming.
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Affiliation(s)
- Michael Zargari
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt University, School of Medicine, Nashville, Tennessee, USA
| | - Natasha C Hughes
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt University, School of Medicine, Nashville, Tennessee, USA
| | - Jeffrey W Chen
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, Texas, USA
| | - Matthew W Cole
- Vanderbilt University, School of Medicine, Nashville, Tennessee, USA
| | - Rishabh Gupta
- University of Minnesota - Twin Cities Medical School, Minneapolis, Minnesota, USA
| | - Helen Qian
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jessica Summers
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Deeptha Subramanian
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Rui Li
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Benoit M Dawant
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Peter E Konrad
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Neurosurgery, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, West Virginia, USA
| | - Tyler J Ball
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Dario J Englot
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Kaltra Dhima
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sarah K Bick
- Department of Neurosurgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee, USA
- Department of Psychiatry, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Mana J, Bezdicek O, Růžička F, Lasica A, Šmídová A, Klempířová O, Nikolai T, Uhrová T, Růžička E, Urgošík D, Jech R. Preoperative cognitive profile predictive of cognitive decline after subthalamic deep brain stimulation in Parkinson's disease. Eur J Neurosci 2024; 60:5764-5784. [PMID: 39212074 DOI: 10.1111/ejn.16521] [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: 10/05/2023] [Revised: 08/07/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
Cognitive decline represents a severe non-motor symptom of Parkinson's disease (PD) that can significantly reduce the benefits of subthalamic deep brain stimulation (STN DBS). Here, we aimed to describe post-surgery cognitive decline and identify pre-surgery cognitive profile associated with faster decline in STN DBS-treated PD patients. A retrospective observational study of 126 PD patients treated by STN DBS combined with oral dopaminergic therapy followed for 3.54 years on average (SD = 2.32) with repeated assessments of cognition was conducted. Pre-surgery cognitive profile was obtained via a comprehensive neuropsychological examination and data analysed using exploratory factor analysis and Bayesian generalized linear mixed models. On the whole, we observed a mild annual cognitive decline of 0.90 points from a total of 144 points in the Mattis Dementia Rating Scale (95% posterior probability interval [-1.19, -0.62]) with high inter-individual variability. However, true score changes did not reach previously reported reliable change cut-offs. Executive deficit was the only pre-surgery cognitive variable to reliably predict the rate of post-surgery cognitive decline. On the other hand, exploratory analysis of electrode localization did not yield any statistically clear results. Overall, our data and models imply mild gradual average annual post-surgery cognitive decline with high inter-individual variability in STN DBS-treated PD patients. Nonetheless, patients with worse long-term cognitive prognosis can be reliably identified via pre-surgery examination of executive functions. To further increase the utility of our results, we demonstrate how our models can help with disentangling true score changes from measurement error in future studies of post-surgery cognitive changes.
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Affiliation(s)
- Josef Mana
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Ondrej Bezdicek
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Filip Růžička
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Andrej Lasica
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Anna Šmídová
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Olga Klempířová
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Tomáš Nikolai
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Tereza Uhrová
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Evžen Růžička
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
| | - Dušan Urgošík
- Department of Stereotactic and Radiation Neurosurgery, Na Homolce Hospital, Prague, Czech Republic
| | - Robert Jech
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine and General University Hospital in Prague, Charles University, Prague, Czech Republic
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Tröster AI. Developments in the prediction of cognitive changes following deep brain stimulation in persons with Parkinson's disease. Expert Rev Neurother 2024; 24:643-659. [PMID: 38814926 DOI: 10.1080/14737175.2024.2360121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 05/22/2024] [Indexed: 06/01/2024]
Abstract
INTRODUCTION Deep brain stimulation (DBS) is an effective treatment for Parkinson's disease (PD) motor symptoms that improves function and quality of life in appropriately selected patients. Because mild to moderate cognitive declines can follow DBS and impact quality of life in a minority of patients, an important consideration involves the cognitive deficit and its prediction. AREAS COVERED The author briefly summarizes cognitive outcomes from DBS and reviews in more detail the risks/predictors of post-DBS cognitive dysfunction by mainly focusing on work published between 2018 and 2024 and using comprehensive neuropsychological (NP) evaluations. Most publications concern bilateral subthalamic nucleus (STN) DBS. Comment is offered on challenges and potential avenues forward. EXPERT OPINION STN DBS is relatively safe cognitively but declines occur especially in verbal fluency and executive function/working memory. Numerous predictors and risk factors for cognitive outcomes have been identified (age and pre-operative neuropsychological status appear the most robust) but precise risk estimates cannot yet be confidently offered. Future studies should employ study center consortia, follow uniform reporting criteria (to be developed), capitalize on advances in stimulation, biomarkers, and artificial intelligence, and address DBS in diverse groups. Advances offer an avenue to investigate the amelioration of cognitive deficits in PD using neuromodulation.
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Affiliation(s)
- Alexander I Tröster
- Department of Clinical Neuropsychology and Center for Neuromodulation, Barrow Neurological Institute, Phoenix, Arizona, USA
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Del Bene VA, Martin RC, Brinkerhoff SA, Olson JW, Nelson MJ, Marotta D, Gonzalez CL, Mills KA, Kamath V, Cutter G, Hurt CP, Wade M, Robinson FG, Bentley JN, Guthrie BL, Knight RT, Walker HC. Differential Cognitive Effects of Unilateral Subthalamic Nucleus Deep Brain Stimulation for Parkinson's Disease. Ann Neurol 2024; 95:1205-1219. [PMID: 38501317 PMCID: PMC11102318 DOI: 10.1002/ana.26903] [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: 05/10/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 03/20/2024]
Abstract
OBJECTIVE The aim of this study was to investigate the cognitive effects of unilateral directional versus ring subthalamic nucleus deep brain stimulation (STN DBS) in patients with advanced Parkinson's disease. METHODS We examined 31 participants who underwent unilateral STN DBS (left n = 17; right n = 14) as part of an National Institutes of Health (NIH)-sponsored randomized, double-blind, crossover study contrasting directional versus ring stimulation. All participants received unilateral DBS implants in the hemisphere more severely affected by motor parkinsonism. Measures of cognition included verbal fluency, auditory-verbal memory, and response inhibition. We used mixed linear models to contrast the effects of directional versus ring stimulation and implant hemisphere on longitudinal cognitive function. RESULTS Crossover analyses showed no evidence for group-level changes in cognitive performance related to directional versus ring stimulation. Implant hemisphere, however, impacted cognition in several ways. Left STN participants had lower baseline verbal fluency than patients with right implants (t [20.66 = -2.50, p = 0.02]). Verbal fluency declined after left (p = 0.013) but increased after right STN DBS (p < 0.001), and response inhibition was faster following right STN DBS (p = 0.031). Regardless of hemisphere, delayed recall declined modestly over time versus baseline (p = 0.001), and immediate recall was unchanged. INTERPRETATION Directional versus ring STN DBS did not differentially affect cognition. Similar to prior bilateral DBS studies, unilateral left stimulation worsened verbal fluency performance. In contrast, unilateral right STN surgery increased performance on verbal fluency and response inhibition tasks. Our findings raise the hypothesis that unilateral right STN DBS in selected patients with predominant right brain motor parkinsonism could mitigate declines in verbal fluency associated with the bilateral intervention. ANN NEUROL 2024;95:1205-1219.
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Affiliation(s)
- Victor A Del Bene
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
- The Evelyn F. McKnight Brain Institute, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Roy C. Martin
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
- The Evelyn F. McKnight Brain Institute, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Sarah A. Brinkerhoff
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Joseph W. Olson
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Matthew J. Nelson
- Department of Neurosurgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Dario Marotta
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Christopher L. Gonzalez
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Kelly A. Mills
- Department of Neurology, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Vidyulata Kamath
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Gary Cutter
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | - Chris P. Hurt
- Department of Physical Therapy, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL
| | - Melissa Wade
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Frank G. Robinson
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - J. Nicole Bentley
- Department of Neurosurgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Barton L. Guthrie
- Department of Neurosurgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Robert T. Knight
- Department of Psychology, University of California, Berkeley, CA, USA
- Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA
| | - Harrison C. Walker
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
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Tabari F, Berger JI, Flouty O, Copeland B, Greenlee JD, Johari K. Speech, voice, and language outcomes following deep brain stimulation: A systematic review. PLoS One 2024; 19:e0302739. [PMID: 38728329 PMCID: PMC11086900 DOI: 10.1371/journal.pone.0302739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 04/09/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Deep brain stimulation (DBS) reliably ameliorates cardinal motor symptoms in Parkinson's disease (PD) and essential tremor (ET). However, the effects of DBS on speech, voice and language have been inconsistent and have not been examined comprehensively in a single study. OBJECTIVE We conducted a systematic analysis of literature by reviewing studies that examined the effects of DBS on speech, voice and language in PD and ET. METHODS A total of 675 publications were retrieved from PubMed, Embase, CINHAL, Web of Science, Cochrane Library and Scopus databases. Based on our selection criteria, 90 papers were included in our analysis. The selected publications were categorized into four subcategories: Fluency, Word production, Articulation and phonology and Voice quality. RESULTS The results suggested a long-term decline in verbal fluency, with more studies reporting deficits in phonemic fluency than semantic fluency following DBS. Additionally, high frequency stimulation, left-sided and bilateral DBS were associated with worse verbal fluency outcomes. Naming improved in the short-term following DBS-ON compared to DBS-OFF, with no long-term differences between the two conditions. Bilateral and low-frequency DBS demonstrated a relative improvement for phonation and articulation. Nonetheless, long-term DBS exacerbated phonation and articulation deficits. The effect of DBS on voice was highly variable, with both improvements and deterioration in different measures of voice. CONCLUSION This was the first study that aimed to combine the outcome of speech, voice, and language following DBS in a single systematic review. The findings revealed a heterogeneous pattern of results for speech, voice, and language across DBS studies, and provided directions for future studies.
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Affiliation(s)
- Fatemeh Tabari
- Human Neurophysiology and Neuromodulation Laboratory, Department of Communication Sciences and Disorders, Louisiana State University, Baton Rouge, LA, United States of America
| | - Joel I. Berger
- Human Brain Research Laboratory, Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
| | - Oliver Flouty
- Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, FL, United States of America
| | - Brian Copeland
- Department of Neurology, LSU Health Sciences Center, New Orleans, LA, United States of America
| | - Jeremy D. Greenlee
- Human Brain Research Laboratory, Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
- Iowa Neuroscience Institute, Iowa City, IA, United States of America
| | - Karim Johari
- Human Neurophysiology and Neuromodulation Laboratory, Department of Communication Sciences and Disorders, Louisiana State University, Baton Rouge, LA, United States of America
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Hong J, Xie H, Chen Y, Liu D, Wang T, Xiong K, Mao Z. Effects of STN-DBS on cognition and mood in young-onset Parkinson's disease: a two-year follow-up. Front Aging Neurosci 2024; 15:1177889. [PMID: 38292047 PMCID: PMC10824910 DOI: 10.3389/fnagi.2023.1177889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 12/26/2023] [Indexed: 02/01/2024] Open
Abstract
Background The effects of subthalamic nucleus deep brain stimulation (STN-DBS) on the cognition and mood of patients with PD are still not uniformly concluded, and young-onset Parkinson's disease (YOPD) is even less explored. Objective To observe the effectiveness of STN-DBS on the cognition and mood of YOPD patients. Methods A total of 27 subjects, with a mean age at onset of 39.48 ± 6.24 and age at surgery for STN-DBS of 48.44 ± 4.85, were followed up preoperatively and for 2 years postoperatively. Using the Unified Parkinson disease rating scale (UPDRS), H&Y(Hoehn and Yahr stage), 39-Item Parkinson's Disease Questionnaire (PDQ-39), Mini-mental state examination (MMSE), Montreal Cognitive Assessment (MoCA), Hamilton depression scale (HAMD), Hamilton anxiety scale (HAMA) to assess motor, cognition, and mood. Results At the 2-year follow-up after STN-DBS, YOPD patients showed significant improvements in motor and quality of life (UPDRS III: p < 0.001, PDQ-39: p < 0.001); overall cognition was not significantly different from preoperative (MMSE: p = 0.275, MoCA: p = 0.913), although language function was significantly impaired compared to preoperative (MMSE: p = 0.004, MoCA: p = 0.009); depression and anxiety symptoms also improved significantly (HAMD: p < 0.001, HAMA: p < 0.001) and the depression score correlated significantly with motor (preoperative: r = 0.493, p = 0.009), disease duration (preoperative: r = 0.519, p = 0.006; postoperative: r = 0.406, p = 0.036) and H&Y (preoperative: r = 0.430, p = 0.025; postoperative: r = 0.387, p = 0.046); total anxiety scores were also significantly correlated with motor (preoperative: r = 0.553, p = 0.003; postoperative: r = 0.444, p = 0.020), disease duration (preoperative: r = 0.417, p = 0.031), PDQ-39 (preoperative: r = 0.464, p = 0.015) and H&Y (preoperative: r = 0.440, p = 0.022; postoperative: r = 0.526, p = 0.005). Conclusion STN-DBS is a safe and effective treatment for YOPD. The mood improved significantly, and overall cognition was not impaired, were only verbal fluency decreased but did not affect the improvement in quality of life.
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Affiliation(s)
- Jun Hong
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha, China
- Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Huimin Xie
- Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Yuhua Chen
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha, China
| | - Di Liu
- Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Tianyu Wang
- Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
- Hebei Key Laboratory of Nerve Injury and Repair, Chengde Medical University, Chengde, China
| | - Kun Xiong
- Department of Anatomy and Neurobiology, School of Basic Medical Science, Central South University, Changsha, China
- Key Laboratory of Emergency and Trauma, Ministry of Education, College of Emergency and Trauma, Hainan Medical University, Haikou, China
- Hunan Key Laboratory of Ophthalmology, Central South University, Changsha, China
| | - Zhiqi Mao
- Department of Neurosurgery, The First Medical Centre, Chinese PLA General Hospital, Beijing, China
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Del Bene VA, Martin RC, Brinkerhoff SA, Olson JW, Nelson MJ, Marotta D, Gonzalez CL, Mills KA, Kamath V, Bentley JN, Guthrie BL, Knight RT, Walker HC. Differential cognitive effects of unilateral left and right subthalamic nucleus deep brain stimulation for Parkinson disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.02.27.23286478. [PMID: 36909562 PMCID: PMC10002774 DOI: 10.1101/2023.02.27.23286478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Objective To investigate hemispheric effects of directional versus ring subthalamic nucleus (STN) deep brain stimulation (DBS) surgery on cognitive function in patients with advanced Parkinson's disease (PD). Methods We examined 31 PD patients (Left STN n = 17; Right STN n = 14) who underwent unilateral subthalamic nucleus (STN) DBS as part of a NIH-sponsored randomized, cross-over, double-blind (ring vs directional) clinical trial. Outcome measures were tests of verbal fluency, auditory-verbal memory, and response inhibition. First, all participants were pooled together to study the effects of directional versus ring stimulation. Then, we stratified the groups by surgery hemisphere and studied the longitudinal changes in cognition post-unilateral STN DBS. Results Relative to pre-DBS cognitive baseline performances, there were no group changes in cognition following unilateral DBS for either directional or ring stimulation. However, assessment of unilateral DBS by hemisphere revealed a different pattern. The left STN DBS group had lower verbal fluency than the right STN group (t(20.66 = -2.50, p = 0.02). Over a period of eight months post-DBS, verbal fluency declined in the left STN DBS group (p = 0.013) and improved in the right STN DBS group over time (p < .001). Similarly, response inhibition improved following right STN DBS (p = 0.031). Immediate recall did not significantly differ over time, nor was it affected by implant hemisphere, but delayed recall equivalently declined over time for both left and right STN DBS groups (left STN DBS p = 0.001, right STN DBS differ from left STN DBS p = 0.794). Conclusions Directional and ring DBS did not differentially or adversely affect cognition over time. Regarding hemisphere effects, verbal fluency decline was observed in those who received left STN DBS, along with the left and right STN DBS declines in delayed memory. The left STN DBS verbal fluency decrement is consistent with prior bilateral DBS research, likely reflecting disruption of the basal-ganglia-thalamocortical network connecting STN and inferior frontal gyrus. Interestingly, we found an improvement in verbal fluency and response inhibition following right STN DBS. It is possible that unilateral STN DBS, particularly in the right hemisphere, may mitigate cognitive decline.
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Affiliation(s)
- Victor A Del Bene
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
- The Evelyn F. McKnight Brain Institute, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Roy C. Martin
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
- The Evelyn F. McKnight Brain Institute, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Sarah A. Brinkerhoff
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Joseph W. Olson
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Matthew J. Nelson
- Department of Neurosurgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Dario Marotta
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Christopher L. Gonzalez
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Kelly A. Mills
- Department of Neurology, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Vidyulata Kamath
- Department of Psychiatry and Behavioral Sciences, The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - J. Nicole Bentley
- Department of Neurosurgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Barton L. Guthrie
- Department of Neurosurgery, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Robert T. Knight
- Department of Psychology, University of California, Berkeley, CA, USA
- Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA
| | - Harrison C. Walker
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
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9
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Agadagba SK, Lim LW, Chan LLH. Advances in transcorneal electrical stimulation: From the eye to the brain. Front Cell Neurosci 2023; 17:1134857. [PMID: 36937185 PMCID: PMC10019785 DOI: 10.3389/fncel.2023.1134857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Accepted: 02/07/2023] [Indexed: 03/06/2023] Open
Abstract
The mammalian brain is reported to contain about 106-109 neurons linked together to form complex networks. Physiologically, the neuronal networks interact in a rhythmic oscillatory pattern to coordinate the brain's functions. Neuromodulation covers a broad range of techniques that can alter neuronal network activity through the targeted delivery of electrical or chemical stimuli. Neuromodulation can be used to potentially treat medical conditions and can serve as a research tool for studying neural functions. Typically, the main method of neuromodulation is to electrically stimulate specific structures in both the central and peripheral nervous systems via surgically implanted electrodes. Therefore, it is imperative to explore novel and safer methods for altering neuronal network activity. Transcorneal electrical stimulation (TES) has rapidly emerged as a non-invasive neuromodulatory technique that can exert beneficial effects on the brain through the eyes. There is substantial evidence to show that TES can change the brain oscillations in rodents. Moreover, the molecular data clearly shows that TES can also activate non-visual brain regions. In this review, we first summarize the use of TES in the retina and then discuss its effects in the brain through the eye-brain connection. We then comprehensively review the substantial evidence from electrophysiological, behavioral, and molecular studies on the role of TES on modulating neurons in the brain. Lastly, we discuss the implications and possible future directions of the research on TES as a non-invasive tool for neuromodulation of the brain via directly stimulating the mammalian eye.
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Affiliation(s)
| | - Lee Wei Lim
- Neuromodulation Laboratory, School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Leanne Lai Hang Chan
- Department of Electrical Engineering, City University of Hong Kong, Kowloon Tong, Hong Kong SAR, China
- *Correspondence: Leanne Lai Hang Chan
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10
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Dietz N, Alhourani A, Wylie SA, McDonnell JL, Phibbs FT, Dawant BM, Rodriguez WJ, Bradley EB, Neimat JS, van Wouwe NC. Effects of deep brain stimulation target on the activation and suppression of action impulses. Clin Neurophysiol 2022; 144:50-58. [PMID: 36242948 PMCID: PMC11075516 DOI: 10.1016/j.clinph.2022.09.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/21/2022] [Accepted: 09/24/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE Deep brain stimulation (DBS) is an effective treatment to improve motor symptoms in Parkinson's disease (PD). The Globus Pallidus (GPi) and the Subthalamic Nucleus (STN) are the most targeted brain regions for stimulation and produce similar improvements in PD motor symptoms. However, our understanding of stimulation effects across targets on inhibitory action control processes is limited. We compared the effects of STN (n = 20) and GPi (n = 13) DBS on inhibitory control in PD patients. METHODS We recruited PD patients undergoing DBS at the Vanderbilt Movement Disorders Clinic and measured their performance on an inhibitory action control task (Simon task) before surgery (optimally treated medication state) and after surgery in their optimally treated state (medication plus their DBS device turned on). RESULTS DBS to both STN and GPi targets induced an increase in fast impulsive errors while simultaneously producing more proficient reactive suppression of interference from action impulses. CONCLUSIONS Stimulation in GPi produced similar effects as STN DBS, indicating that stimulation to either target increases the initial susceptibility to act on strong action impulses while concomitantly improving the ability to suppress ongoing interference from activated impulses. SIGNIFICANCE Action impulse control processes are similarly impacted by stimulating dissociable nodes in frontal-basal ganglia circuitry.
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Affiliation(s)
- Nicholas Dietz
- Department of Neurosurgery, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA
| | - Ahmad Alhourani
- Department of Neurosurgery, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA
| | - Scott A Wylie
- Department of Neurosurgery, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA
| | - Jessica L McDonnell
- Department of Neurosurgery, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA
| | - Fenna T Phibbs
- Department of Neurology, Vanderbilt University Medical Center, 1301 Medical Center Drive, Suite 3930, Nashville, TN 37232, USA
| | - Benoit M Dawant
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA
| | - William J Rodriguez
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA
| | - Elise B Bradley
- Department of Neurology, Vanderbilt University Medical Center, 1301 Medical Center Drive, Suite 3930, Nashville, TN 37232, USA
| | - Joseph S Neimat
- Department of Neurosurgery, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA
| | - Nelleke C van Wouwe
- Department of Neurosurgery, University of Louisville, 220 Abraham Flexner Way, Louisville, KY 40202, USA; Department of Neurology, Vanderbilt University Medical Center, 1301 Medical Center Drive, Suite 3930, Nashville, TN 37232, USA.
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11
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Alhourani A, Wylie SA, Summers JE, Phibbs FT, Bradley EB, Neimat JS, Van Wouwe NC. Developing Predictor Models of Postoperative Verbal Fluency After Deep Brain Stimulation Using Preoperative Neuropsychological Assessment. Neurosurgery 2022; 91:256-262. [PMID: 35506958 PMCID: PMC9514727 DOI: 10.1227/neu.0000000000001964] [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: 06/30/2021] [Accepted: 01/30/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Deep brain stimulation (DBS) for Parkinson disease provides significant improvement of motor symptoms but can also produce neurocognitive side effects. A decline in verbal fluency (VF) is among the most frequently reported side effects. Preoperative factors that could predict VF decline have yet to be identified. OBJECTIVE To develop predictive models of DBS postoperative VF decline using a machine learning approach. METHODS We used a prospective database of patients who underwent neuropsychological and VF assessment before both subthalamic nucleus (n = 47, bilateral = 44) and globus pallidus interna (n = 43, bilateral = 39) DBS. We used a neurobehavioral rating profile as features for modeling postoperative VF. We constructed separate models for action, semantic, and letter VF. We used a leave-one-out scheme to test the accuracy of the predictive models using median absolute error and correlation with actual postoperative scores. RESULTS The predictive models were able to predict the 3 types of VF with high accuracy ranging from a median absolute error of 0.92 to 1.36. Across all three models, higher preoperative fluency, digit span, education, and Mini-Mental State Examination were predictive of higher postoperative fluency scores. By contrast, higher frontal system deficits, age, Questionnaire for Impulsive-Compulsive Disorders in Parkinson's disease scored by the patient, disease duration, and Behavioral Inhibition/Behavioral Activation Scale scores were predictive of lower postoperative fluency scores. CONCLUSION Postoperative VF can be accurately predicted using preoperative neurobehavioral rating scores above and beyond preoperative VF score and relies on performance over different aspects of executive function.
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Affiliation(s)
- Ahmad Alhourani
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Scott A. Wylie
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
| | - Jessica E. Summers
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Fenna T. Phibbs
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Elise B. Bradley
- Department of Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Joseph S. Neimat
- Department of Neurosurgery, University of Louisville, Louisville, Kentucky, USA
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12
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Anterior lead location predicts verbal fluency decline following STN-DBS in Parkinson's disease. Parkinsonism Relat Disord 2021; 92:36-40. [PMID: 34678718 DOI: 10.1016/j.parkreldis.2021.10.012] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 09/12/2021] [Accepted: 10/10/2021] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Verbal fluency (VF) decline is a well-documented cognitive effect of Deep Brain Stimulation of the subthalamic nucleus (STN-DBS) in patients with Parkinson's disease (PD). This decline may be associated with disruption to left-sided frontostriatal circuitry involving the anteroventral non-motor area of the STN. While recent studies have examined the impact of lead location in relation to functional STN subdivisions on VF outcomes, results have been mixed and methods have been limited by atlas-based location mapping. METHODS Participants included 59 individuals with PD who underwent bilateral STN-DBS. Each participant's active contact location was determined in an atlas-independent fashion, relative to their individual MR-visualized STN midpoint. Multiple linear regression was used to examine lead location in each direction as a predictor of phonemic and semantic VF decline, controlling for demographic and disease variables. RESULTS More anterior lead locations relative to the STN midpoint in the left hemisphere predicted greater phonemic VF decline (B = -2.34, B SE = 1.08, β = -0.29, sr2 = 0.08). Lead location was not a significant predictor of semantic VF decline. CONCLUSION Using an individualized atlas-independent approach, present findings suggest that more anterior stimulation of the left STN may uniquely contribute to post-DBS VF decline. This is consistent with models in which the anterior STN represents a "non-motor" functional subdivision with connections to frontal regions, e.g., the left dorsal prefrontal cortex. Future studies should investigate the effect of DBS lead trajectory on VF outcomes.
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