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Candeias da Silva C, Fung WKW, Al-Shorafat DM, Loh A, Santyr B, Kalia SK, Lozano AM, Fasano A. Stimulation-Induced Dyskinesia in STN DBS Patients. Mov Disord Clin Pract 2025. [PMID: 40249002 DOI: 10.1002/mdc3.70087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 03/12/2025] [Accepted: 03/30/2025] [Indexed: 04/19/2025] Open
Abstract
BACKGROUND Stimulation-induced dyskinesia (SID) is a poorly studied and usually transient manifestation of subthalamic deep brain stimulation (STN DBS) for Parkinson's disease (PD), which can be troubling for patients. OBJECTIVES The aim of our study was to describe the features and management of SID in PD patients undergoing STN DBS. METHODS We conducted a retrospective study among 86 STN DBS patients. Clinical features and volume of tissue activated (VTA) were correlated to SID occurrence. RESULTS SID was identified in 28 (32.6%) patients and persisted for 6 months in six patients (7.0%). VTA overlap with the right motor STN was associated (P < 0.02) with SID. Weaning dopaminergic drugs and reducing the DBS amplitude were the most used strategies to control SID. CONCLUSIONS SID is a relatively common complication of STN DBS and can be persistent. It often requires specific postoperative management strategies.
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Affiliation(s)
- Carolina Candeias da Silva
- Edmond J. Safra Program in Parkinson's Disease and Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Department of Neurology, Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Wilson K W Fung
- Edmond J. Safra Program in Parkinson's Disease and Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Neurology Department, Aneurin Bevan University Health Board, Newport, United Kingdom
| | - Duha M Al-Shorafat
- Edmond J. Safra Program in Parkinson's Disease and Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Department of Neurology, Jordan University of Science and Technology, Irbid, Jordan
| | - Aaron Loh
- Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
| | - Brendan Santyr
- Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
| | - Suneil K Kalia
- Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
- Krembil Brain Institute, Toronto, Ontario, Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA), Toronto, Ontario, Canada
| | - Andres M Lozano
- Division of Neurosurgery, University of Toronto, Toronto, Ontario, Canada
- Krembil Brain Institute, Toronto, Ontario, Canada
| | - Alfonso Fasano
- Edmond J. Safra Program in Parkinson's Disease and Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Division of Neurology, University of Toronto, Toronto, Ontario, Canada
- Krembil Brain Institute, Toronto, Ontario, Canada
- Center for Advancing Neurotechnological Innovation to Application (CRANIA), Toronto, Ontario, Canada
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
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Bulut E, Johansen PM, Elbualy A, Kalman C, Mayer R, Kato N, Salmeron de Toledo Aguiar R, Pilitsis JG. How Long Does Deep Brain Stimulation Give Patients Benefit? Neuromodulation 2025; 28:472-483. [PMID: 39001725 DOI: 10.1016/j.neurom.2024.05.007] [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: 12/19/2023] [Revised: 05/01/2024] [Accepted: 05/22/2024] [Indexed: 07/15/2024]
Abstract
INTRODUCTION One of the most common questions patients ask when they are contemplating deep brain stimulation (DBS) is how long it will last. To guide physicians in answering this query, we performed a scoping review to assess the current state of the literature and to identify the gaps that need to be addressed. MATERIALS AND METHODS The authors performed a MEDLINE search inclusive of articles from January 1987 (advent of DBS literature) to June 2023 including human and modeling studies written in English. For longevity of therapy data, only studies with a mean follow-up of ≥three years were included. Using the Rayyan platform, two reviewers (JP and RM) performed a title screen. Of the 734 articles, 205 were selected by title screen and 109 from abstract review. Ultimately, a total of 122 articles were reviewed. The research questions we explored were 1) how long can the different components of the DBS system maintain functionality? and 2) how long can DBS remain efficacious in treating Parkinson's disease (PD), essential tremor (ET), dystonia, and other disorders? RESULTS We showed that patients with PD, ET, and dystonia maintain a considerable long-term benefit in motor scores seven to ten years after implant, although the percentage improvement decreases over time. Stimulation off scores in PD and ET show worsening, consistent with disease progression. Battery life varies by the disease treated and the programming settings used. There remains a paucity of literature after ten years, and the impact of new device technology has not been classified to date. CONCLUSION We reviewed existing data on DBS longevity. Overall, outcomes data after ten years of therapy are substantially limited in the current literature. We recommend that physicians who have data for patients with DBS exceeding this duration publish their results.
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Affiliation(s)
- Esin Bulut
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | - P Mitchell Johansen
- Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, FL, USA
| | - Alya Elbualy
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | - Cheyenne Kalman
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | - Ryan Mayer
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | - Nicholas Kato
- Charles E. Schmidt College of Medicine, Florida Atlantic University, Boca Raton, FL, USA
| | | | - Julie G Pilitsis
- Department of Neurosurgery, University of Arizona, Tucson, AZ, USA.
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Rigon L, Bove F, Izzo A, Montano N, Brusa L, Cerroni R, De Biase A, di Biase L, D'Alessandris GQ, Genovese D, Pecoraro PM, Peppe A, Rizzo M, Stefani A, Suppa A, Bentivoglio AR, Calabresi P, Piano C. Concordance between imaging and clinical based STN-DBS programming improves motor outcomes of directional stimulation in Parkinson's disease. JOURNAL OF PARKINSON'S DISEASE 2025; 15:409-420. [PMID: 40091405 DOI: 10.1177/1877718x241305725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
BackgroundAdvances in STN-DBS technology, among which directional stimulation, improved Parkinson's disease (PD) treatment efficacy, while increasing the clinical programming complexity. Lead localization software may aid the stimulation contact selection process.ObjectiveWe aimed to assess the concordance between imaging-suggested (IGP) and conventional-programming (CP) selected stimulation contacts one year after surgery and its impact on motor outcomes.MethodsSixty-four PD patients with bilateral STN-DBS were enrolled. Lead localization was reconstructed with BrainlabTM software. For each electrode, the vertical contact level and, when applicable, the directionality predicted by the lead reconstruction software to be the most effective were established and compared to the stimulation parameters clinically activated one-year post-surgery. IGP/CP concordance ratio was calculated for both stimulation level and directional contacts. Post-operative modifications of PD motor symptoms severity were compared among groups of concordant and discordant IGP/CP programming.ResultsOne-year post-surgery, IGP/CP concordance was 80% for active stimulation vertical contact level and 51% for directionality. No significant difference in motor outcomes was found between IGP/CP concordant and discordant patients for contact level activation, whereas patients with concordant IGP/CP active directional stimulation (c-Direction) showed superior motor outcomes at one-year follow-up than those discordant (d-Direction) (UPDRS-III stimulation-induced improvement: c-Direction = -25.66 ± 13.74 vs. d-Direction = -12.54 ± 11.86; p = 0.011).ConclusionsVisual reconstruction software correctly predicted the most clinically effective stimulation contact levels in most patients. Imaging therefore facilitates classic STN-DBS clinical programming while assuring similar outcomes. Moreover, better motor outcomes were reached by patients with concordant IGP/CP directional parameters, suggesting that visualization can represent an added value in particular for directional stimulation programming.
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Affiliation(s)
- Leonardo Rigon
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- IRCCS San Camillo Hospital, Venice, Italy
| | - Francesco Bove
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Alessandro Izzo
- Neurosurgery Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Nicola Montano
- Neurosurgery Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Livia Brusa
- Neurology Unit, S. Eugenio Hospital, Rome, Italy
| | - Rocco Cerroni
- Department of System Medicine, UOSD Parkinson, University of Rome Tor Vergata, Rome, Italy
| | - Alessandro De Biase
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Lazzaro di Biase
- Operative Research Unit of Neurology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | | | - Danilo Genovese
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- The Marlene and Paolo Fresco Institute for Parkinson's Disease and Movement Disorders, New York University Langone Health, New York, NY, USA
| | - Pasquale Maria Pecoraro
- Operative Research Unit of Neurology, Fondazione Policlinico Universitario Campus Bio-Medico, Roma, Italy
| | | | - Marina Rizzo
- Neurology Unit, Azienda Ospedaliera Ospedali Riuniti Villa Sofia e Cervello, Palermo, Italy
| | - Alessandro Stefani
- Department of System Medicine, UOSD Parkinson, University of Rome Tor Vergata, Rome, Italy
| | - Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- Department of Neurology, IRCCS Neuromed, Pozzilli (IS), Italy
| | - Anna Rita Bentivoglio
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Paolo Calabresi
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Carla Piano
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
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Abiola OA, Lehmann CM, Moussawi K, Jalal H. Cost-effectiveness analysis of deep brain stimulation for the treatment of alcohol use disorder and alcoholic liver disease. Brain Stimul 2025; 18:122-131. [PMID: 39864587 DOI: 10.1016/j.brs.2025.01.014] [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: 06/05/2024] [Revised: 11/29/2024] [Accepted: 01/16/2025] [Indexed: 01/28/2025] Open
Abstract
BACKGROUND Alcohol use disorder (AUD) is a major public health concern and cause of mortality and morbidity. Alcohol-associated liver disease (ALD) is a debilitating complication of AUD, mitigated by abstinence from alcohol use. Deep brain stimulation (DBS) is emerging as a potential treatment for AUD. However, its cost-effectiveness compared to the standard medical treatment is unclear. OBJECTIVE To estimate the cost-effectiveness of DBS compared to medical management for patients with AUD and ALD. METHODS We utilized a decision analytic model based on published literature to conduct a cost-effectiveness analysis of costs and health outcomes for DBS and medical management in patients with AUD and ALD. We also carried out a threshold analysis to determine the probability of success necessary for DBS to be cost-effective. Costs were measured in 2024 US dollars and effectiveness in quality-adjusted life years (QALYs). We used a time horizon of 1-2 years and adopted a societal perspective. RESULTS Our results show that for AUD patients in general, DBS is not cost-effective at any DBS success rate. However, for advanced ALD patients, defined as fibrosis stage 3 or beyond DBS becomes cost-effective. For these patients, DBS is cost-effective over a two-year period at a $100,000 willingness-to-pay threshold at DBS success rates greater than 53 %. For advanced decompensated ALD patients, DBS is cost-effective over a one-year period at DBS success rate greater than 35 %. CONCLUSION Should it prove efficacious, DBS may be cost-effective for patients with AUD and ALD. Thus, future randomized controlled trials to evaluate its efficacy are warranted.
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Affiliation(s)
| | - Collin M Lehmann
- Department of Psychiatry, School of Medicine, University of Pittsburgh, USA
| | - Khaled Moussawi
- Department of Psychiatry, School of Medicine, University of Pittsburgh, USA; Department of Neurology, School of Medicine, University of California San Francisco, USA.
| | - Hawre Jalal
- School of Epidemiology and Public Health, University of Ottawa, Canada.
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Reese R, Koeglsperger T, Schrader C, Tönges L, Deuschl G, Kühn AA, Krack P, Schnitzler A, Storch A, Trenkwalder C, Höglinger GU. Invasive therapies for Parkinson's disease: an adapted excerpt from the guidelines of the German Society of Neurology. J Neurol 2025; 272:219. [PMID: 39985674 PMCID: PMC11846738 DOI: 10.1007/s00415-025-12915-6] [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: 10/02/2024] [Revised: 01/07/2025] [Accepted: 01/12/2025] [Indexed: 02/24/2025]
Abstract
BACKGROUND Parkinson's disease (PD) is characterized by hypokinetic motor symptoms, tremor, and various non-motor symptoms with frequent fluctuations of symptoms in advanced disease stages. Invasive therapies, such as deep brain stimulation (DBS), ablative therapies, and continuous subcutaneous or intrajejunal delivery of dopaminergic drugs via pump therapies are available for the management of this complex motor symptomatology and may also impact non-motor symptoms. The recent update of the clinical guideline on PD by the German Neurological Society (Deutsche Gesellschaft für Neurologie e.V.; DGN) offers clear guidance on the indications and applications of these treatment options. METHODS The guideline committee formulated diagnostic questions for invasive therapies and structured them according to the PICOS framework (Population-Intervention-Comparisons-Outcome-Studies). A systematic literature review was conducted. Questions were addressed using the findings from the literature review and consented by the guideline committee. RESULTS Specific recommendations are given regarding (i) the optimal timing for starting invasive therapies, (ii) the application of DBS, (iii) the use of pump therapies in advanced PD, (iv) the indications for ablative procedures, and (iv) selecting the most appropriate therapy according to individual patient characteristics. CONCLUSION This review is an adapted excerpt of the chapters on the use of invasive therapies in PD of the novel German guideline on PD. Clear recommendations on the use of treatment options for advanced PD are provided.
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Affiliation(s)
- René Reese
- Department of Neurology, Rostock University Medical Center, Rostock, Germany.
- Klinik und Poliklinik für Neurologie, Universitätsmedizin Rostock, Gehlsheimer Str. 20, 18147, Rostock, Germany.
| | - Thomas Koeglsperger
- Department of Neurology, LMU University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE) Rostock/Greifswald, Rostock, Germany
| | | | - Lars Tönges
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Bochum, Germany
- Neurodegeneration Research, Protein Research Unit Ruhr (PURE), Ruhr University Bochum, Bochum, Germany
| | - Günther Deuschl
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Andrea A Kühn
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité, University Medicine Berlin, Berlin, Germany
| | - Paul Krack
- Movement Disorders Center, Department of Neurology, University Hospital (Inselspital) and University of Bern, Bern, Switzerland
| | - Alfons Schnitzler
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
- Department of Neurology, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Alexander Storch
- Department of Neurology, Rostock University Medical Center, Rostock, Germany
- Center for Transdisciplinary Neurosciences Rostock (CTNR), Rostock University Medical Center, Rostock, Germany
- German Center for Neurodegenerative Diseases (DZNE) Rostock/Greifswald, Rostock, Germany
| | - Claudia Trenkwalder
- Paracelsus-Elena-Klinik, Kassel, Germany
- Department of Neurosurgery, University Medical Center Göttingen, Göttingen, Germany
| | - Günter U Höglinger
- Department of Neurology, LMU University Hospital, LMU Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
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Witzig V, Pjontek R, Tan SKH, Schulz JB, Holtbernd F. Modulating the cholinergic system-Novel targets for deep brain stimulation in Parkinson's disease. J Neurochem 2025; 169:e16264. [PMID: 39556446 PMCID: PMC11808463 DOI: 10.1111/jnc.16264] [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: 06/11/2024] [Revised: 10/25/2024] [Accepted: 10/25/2024] [Indexed: 11/20/2024]
Abstract
Parkinson's disease (PD) is the second-fastest growing neurodegenerative disease in the world. The major clinical symptoms rigor, tremor, and bradykinesia derive from the degeneration of the nigrostriatal pathway. However, PD is a multi-system disease, and neurodegeneration extends beyond the degradation of the dopaminergic pathway. Symptoms such as postural instability, freezing of gait, falls, and cognitive decline are predominantly caused by alterations of transmitter systems outside the classical dopaminergic axis. While levodopa and deep brain stimulation (DBS) of the subthalamic nucleus or globus pallidus internus effectively address PD primary motor symptoms, they often fall short in mitigating axial symptoms and cognitive impairment. Along these lines, the cholinergic system is increasingly recognized to play a crucial role in governing locomotion, postural stability, and cognitive function. Thus, there is a growing interest in bolstering the cholinergic tone by DBS of cholinergic targets such as the pedunculopontine nucleus (PPN) and nucleus basalis of Meynert (NBM), aiming to alleviate these debilitating symptoms resistant to traditional treatment strategies targeting the dopaminergic network. This review offers a comprehensive overview of the role of cholinergic dysfunction in PD. We discuss the impact of PPN and NBM DBS on the management of symptoms not readily accessible to established DBS targets and pharmacotherapy in PD and seek to provide guidance on patient selection, surgical approach, and stimulation paradigms.
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Affiliation(s)
- V. Witzig
- Department of NeurologyRWTH Aachen UniversityAachenGermany
| | - R. Pjontek
- Department of NeurosurgeryRWTH Aachen UniversityAachenGermany
- Department of Stereotactic and Functional NeurosurgeryUniversity Hospital CologneCologneGermany
| | - S. K. H. Tan
- Department of NeurosurgeryAntwerp University HospitalEdegemBelgium
- Translational Neurosciences, Faculty of Medicine and Health SciencesUniversity of AntwerpAntwerpBelgium
| | - J. B. Schulz
- Department of NeurologyRWTH Aachen UniversityAachenGermany
- JARA‐BRAIN Institute Molecular Neuroscience and NeuroimagingJülich Research Center GmbH and RWTH Aachen UniversityAachenGermany
| | - F. Holtbernd
- Department of NeurologyRWTH Aachen UniversityAachenGermany
- JARA‐BRAIN Institute Molecular Neuroscience and NeuroimagingJülich Research Center GmbH and RWTH Aachen UniversityAachenGermany
- Jülich Research Center, Institutes of Neuroscience and Medicine (INM‐4, INM‐11)JülichGermany
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Kallel M, De Schlichting E, Fraix V, Castrioto A, Moro E, Cordier L, Seigneuret E, Chabardes S. Comparing Directional and Omnidirectional Deep Brain Stimulation in Parkinson's Disease Patients. Stereotact Funct Neurosurg 2025; 103:111-123. [PMID: 39870066 DOI: 10.1159/000542423] [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: 06/18/2024] [Accepted: 10/25/2024] [Indexed: 01/29/2025]
Abstract
INTRODUCTION In 2015, directional leads have been released in Europe for deep brain stimulation (DBS) and have been particularly used for subthalamic nucleus (STN) DBS for Parkinson's disease (PD). In this study, we aimed to compare an omnidirectional and directional leads cohort of PD patients when it comes to clinical effectiveness and to assess the correlation with volume of tissue activated-target overlap (VTA-target). METHODS A total of 60 consecutive patients were retrospectively included. Twenty-seven patients with bilateral directional leads were compared to 33 patients with bilateral omnidirectional leads. MDS-UPDRS part III scores, levodopa equivalent daily dose (LEDD), and VTA overlaps using both motor STN region and motor improvement sweet spot volume were compared at 12 months after surgery. RESULTS There is a significantly higher LEDD reduction in the directional leads group (51.3% reduction vs. 42.7% reduction, p = 0.042) when compared to the omnidirectional group, with similar MDS-UPDRS III motor scores at 12 months. Omnidirectional leads patients had a significantly superior VTA-motor STN overlap volume than directional leads patients (32.01 mm3 vs. 20.38 mm3, p = 0.0226). In directional leads patients, LEDD reduction was correlated to VTA overlap with the overall motor improvement mean map sweet spot (R = 0.36, p = 0.036), which was not the case for omnidirectional leads patients (R = 0.11, p = 0.276). Forty-one percent of patients implanted with directional leads had a directional stimulation setting at 12 months, compared to 33% at 3 months follow-up. In directional leads patient's subgroup analysis, there was no significant difference in MDS UPDRS III scores, LEDD reduction, VTA overlaps with motor STN, or overall motor improvement mean map sweet spot between patients stimulated omnidirectionally and directionally at 12 months. CONCLUSION At 12 months, when compared to omnidirectional leads, directional leads manage with smaller VTA-target overlaps to obtain comparable MDS-UPDRS III scores with greater LEDD reduction in STN DBS for PD patients.
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Affiliation(s)
- Mazen Kallel
- Department of Neurosurgery, University Grenoble Alpes, Grenoble, France
| | | | - Valerie Fraix
- Department of Neurology, Inserm U1216 Grenoble Institut des Neurosciences, University Grenoble Alpes, Grenoble, France
| | - Anna Castrioto
- Department of Neurology, Inserm U1216 Grenoble Institut des Neurosciences, University Grenoble Alpes, Grenoble, France
| | - Elena Moro
- Department of Neurology, Inserm U1216 Grenoble Institut des Neurosciences, University Grenoble Alpes, Grenoble, France
| | - Louise Cordier
- Department of Neurosurgery, University Grenoble Alpes, Grenoble, France
| | - Eric Seigneuret
- Department of Neurosurgery, University Grenoble Alpes, Grenoble, France
| | - Stephan Chabardes
- Department of Neurosurgery, University Grenoble Alpes, Grenoble, France
- Cea-Leti-Clinatec, University Grenoble Alpes, Grenoble, France
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Cavallieri F, Fraternali A, Arnone A, Campanini I, Marti A, Gessani A, Fioravanti V, Molinari MA, Di Rauso G, Antonelli F, Rispoli V, Feletti A, Stanzani R, Damiano B, Scaltriti S, Cavazzuti L, Bardi E, Corni MG, Cavalleri F, Biagini G, Pavesi G, Lusuardi M, Budriesi C, Merlo A, Versari A, Valzania F. Cerebral Amyloid-β Deposition, Axial Features, and Cognitive Alterations in Patients with Parkinson's Disease Treated with Bilateral STN-DBS: A Long-Term Cohort Study. J Pers Med 2024; 14:1150. [PMID: 39728063 DOI: 10.3390/jpm14121150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 11/29/2024] [Accepted: 12/03/2024] [Indexed: 12/28/2024] Open
Abstract
Objectives: Our aim was to evaluate the possible long-term cerebral deposition of amyloid-β in patients with PD treated with subthalamic nucleus deep brain stimulation (STN-DBS) and its possible influence on axial and cognitive variables. Methods: Consecutive PD patients treated with bilateral STN-DBS with a long-term follow-up were included. The amyloid-β deposition was evaluated postoperatively through an 18F-flutemetamol positron emission tomography (PET) study. Axial symptoms were assessed using a standardized clinical-instrumental approach. The speech was assessed by perceptual and acoustic analysis, while gait was assessed by means of the instrumented Timed Up and Go test (iTUG). Motor severity was evaluated by applying the UPDRS part III score and subscores, while cognitive functions were assessed through a complete neuropsychological assessment. Different stimulation and drug conditions were assessed: on-stimulation/off-medication, off-stimulation/off-medication, and on-stimulation/on-medication conditions (single- and dual-task). Results: In total, 19 PD patients (male: 11; age: 63.52 years; on-stimulation/on-medication UPDRS-III: 17.05) with a five-year postoperative follow-up were included. The amyloid-β deposition was found in 21% of patients (4/19) with a prevalent involvement of prefrontal, limbic, and parietal areas. Compared with patients without amyloid-β deposition, PD patients with positive 18F-flutemetamol in the PET study showed a higher preoperative UPDRS-I (p = 0.037) score. Conclusions: Our results suggest that in the long term, after STN-DBS, a significant percentage of PD patients may present brain amyloid-β deposition. However, larger samples are needed to evaluate the possible role of amyloid-β deposition in the development of axial and cognitive alterations after surgery.
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Affiliation(s)
- Francesco Cavallieri
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Alessandro Fraternali
- Nuclear Medicine Unit, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Annachiara Arnone
- Nuclear Medicine Unit, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Isabella Campanini
- LAM-Motion Analysis Laboratory, Department of Neuromotor and Rehabilitation, Azienda USL-IRCCS di Reggio Emilia, S. Sebastiano Hospital, 42015 Correggio, Italy
| | - Alessandro Marti
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Annalisa Gessani
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Valentina Fioravanti
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Maria Angela Molinari
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Giulia Di Rauso
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Francesca Antonelli
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Vittorio Rispoli
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Alberto Feletti
- Department of Neurosciences, Biomedicine, and Movement Sciences, Institute of Neurosurgery, University of Verona, 37126 Verona, Italy
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile Baggiovara (OCB) Hospital, 41126 Modena, Italy
| | - Riccardo Stanzani
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile Baggiovara (OCB) Hospital, 41126 Modena, Italy
| | - Benedetta Damiano
- LAM-Motion Analysis Laboratory, Department of Neuromotor and Rehabilitation, Azienda USL-IRCCS di Reggio Emilia, S. Sebastiano Hospital, 42015 Correggio, Italy
| | - Sara Scaltriti
- LAM-Motion Analysis Laboratory, Department of Neuromotor and Rehabilitation, Azienda USL-IRCCS di Reggio Emilia, S. Sebastiano Hospital, 42015 Correggio, Italy
| | - Lorenzo Cavazzuti
- LAM-Motion Analysis Laboratory, Department of Neuromotor and Rehabilitation, Azienda USL-IRCCS di Reggio Emilia, S. Sebastiano Hospital, 42015 Correggio, Italy
| | - Elisa Bardi
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Maria Giulia Corni
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Francesca Cavalleri
- Division of Neuroradiology, Department of Neuroscience, Nuovo Ospedale Civile S. Agostino Estense, 41126 Modena, Italy
| | - Giuseppe Biagini
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Giacomo Pavesi
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile Baggiovara (OCB) Hospital, 41126 Modena, Italy
| | - Mirco Lusuardi
- Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Carla Budriesi
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy
| | - Andrea Merlo
- LAM-Motion Analysis Laboratory, Department of Neuromotor and Rehabilitation, Azienda USL-IRCCS di Reggio Emilia, S. Sebastiano Hospital, 42015 Correggio, Italy
| | - Annibale Versari
- Nuclear Medicine Unit, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Franco Valzania
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
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9
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Schröter N, Jost WH, Rijntjes M, Coenen V, Groppa S, Sajonz B. [Synergies Instead of Rivalries - Expert Opinion on the Misunderstood Roles of Continuous Intrajejunal Levodopa Therapy and Deep Brain Stimulation in the Treatment of Parkinson̓s Disease]. FORTSCHRITTE DER NEUROLOGIE-PSYCHIATRIE 2024; 92:502-508. [PMID: 38346694 DOI: 10.1055/a-2238-1641] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2024]
Abstract
In the therapy of Parkinson̓s disease, both the intrajejunal administration of Levodopa/Carbidopa Intestinal Gel (LCIG) and, more recently, Levodopa/Carbidopa/Entacapone Intestinal Gel (LECIG), as well as deep brain stimulation (DBS), are employed. These approaches differ significantly in their efficacy and side effect profiles, as well as the timing of their use. Yet, the initiation of therapy for both methods is often simultaneously considered when patients have reached an advanced stage of the disease. From the authors' perspective, however, patients may reach the milestones for the indication of one of these respective treatments at different points in the course of the disease. Individual disease progression plays a pivotal role in this regard. The concept that all patients become candidates for a specific treatment at a predefined time appears erroneous to the authors. In the context of this review, therefore, the therapeutic modalities are presented in terms of their efficacy for different symptoms, the notion of simultaneous timing of their initiation is questioned, and an individualized therapy evaluation is derived, with a focus on quality of life and participation.
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Affiliation(s)
- Nils Schröter
- Klinik für Neurologie und Neurophysiologie, Universitätsklinikum Freiburg, Freiburg im Breisgau, Germany
| | | | - Michel Rijntjes
- Klinik für Neurologie und Neurophysiologie, Universitätsklinikum Freiburg, Freiburg im Breisgau, Germany
| | - Volker Coenen
- Abteilung für Stereotaktische und Funktionelle Neurochirurgie, Universitätsklinikum Freiburg, Freiburg, Germany
| | - Sergiu Groppa
- Klinik für Neurologie, Johannes Gutenberg University Hospital Mainz, Mainz, Germany
| | - Bastian Sajonz
- Abteilung für Stereotaktische und Funktionelle Neurochirurgie, Universitätsklinikum Freiburg, Freiburg, Germany
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10
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Huhn M, Prewett M, Rossignol J, Dunbar GL. Comparison of the Long-Term Efficacy of Targeting the Subthalamic Nucleus Versus the Globus Pallidus Interna for Deep Brain Stimulation Treatment of Motor Dysfunction in Patients With Parkinson's Disease: A Meta-Analysis Study. PARKINSON'S DISEASE 2024; 2024:5157873. [PMID: 39628904 PMCID: PMC11614509 DOI: 10.1155/padi/5157873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 10/17/2024] [Indexed: 12/06/2024]
Abstract
A cardinal symptom of Parkinson's disease (PD) is motor dysfunction, including bradykinesia and tremors, which is quantified in the Unified PD Rating Scale (UPDRS). Although some medications provide palliative treatments for these motor deficits, their efficacy wanes and can produce unwanted side effects, such as dyskinesia. Deep-brain stimulation (DBS) has provided an alternative treatment strategy that can benefit many patients, but optimal target structures for DBS and its long-term efficacy are not fully understood. The present study represents a meta-analysis of the long-term (> 5 years) effects of DBS on the two most common targets, the subthalamic nucleus (STN) and the globus pallidus interna (GPi), on scores of motor performance using the UPDRS-III. The initial search of PubMed, Cochrane Library, and Clinical Trials resulted in 197 articles, of which 28 met the criteria for our analysis. Of the 1321 patients included, 1179 received STN DBS group and 142 received GPi DBS. UPDRS-III scores for both target groups were analyzed at baseline and at either 5-8 or 10-15 years later for both on- and off-medication phases. The results indicated that the STN stimulation is effective at reducing motor symptoms during off-medication treatment for up to 15 years and that the GPi stimulation can be effective for up to at least 8 years. Our findings further suggest that STN- and GPi-targeted DBS may wear off during the on-medication phase between 5 and 10 years of treatment. This study supports findings that both DBSs of either the STN or GPi have long-term efficacy, especially during off-medication periods.
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Affiliation(s)
- Makenna Huhn
- Program in Neuroscience, Central Michigan University, Mount Pleasant 48859, Michigan, USA
- College of Medicine, Central Michigan University, Mount Pleasant 48859, Michigan, USA
| | - Matthew Prewett
- Department of Psychology, Central Michigan University, Mount Pleasant 48859, Michigan, USA
| | - Julien Rossignol
- Program in Neuroscience, Central Michigan University, Mount Pleasant 48859, Michigan, USA
- College of Medicine, Central Michigan University, Mount Pleasant 48859, Michigan, USA
| | - Gary L. Dunbar
- Program in Neuroscience, Central Michigan University, Mount Pleasant 48859, Michigan, USA
- Department of Psychology, Central Michigan University, Mount Pleasant 48859, Michigan, USA
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11
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Schröter N, Sajonz BEA, Jost WH, Rijntjes M, Coenen VA, Groppa S. Advanced therapies in Parkinson's disease: an individualized approach to their indication. J Neural Transm (Vienna) 2024; 131:1285-1293. [PMID: 38613674 PMCID: PMC11502575 DOI: 10.1007/s00702-024-02773-3] [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: 02/18/2024] [Accepted: 03/25/2024] [Indexed: 04/15/2024]
Abstract
Device aided therapies (DAT) comprising the intrajejunal administration of levodopa/carbidopa intestinal gel (LCIG) and levodopa/carbidopa/entacapone intestinal gel (LECIG), the continuous subcutaneous application of foslevodopa/foscarbidopa or apomorphine infusion (CSAI) and deep brain stimulation (DBS) are used to treat Parkinson's disease with insufficient symptom alleviation under intensified pharmacotherapy. These DAT significantly differ in their efficacy profiles, indication, invasiveness, contraindications, and potential side effects. Usually, the evaluation of all these procedures is conducted simultaneously at the same point in time. However, as disease progression and symptom burden is extremely heterogeneous, clinical experience shows that patients reach the individual milestones for a certain therapy at different points in their disease course. Therefore, advocating for an individualized therapy evaluation for each DAT, requiring an ongoing evaluation. This necessitates that, during each consultation, the current symptomatology should be analyzed, and the potential suitability for a DAT be assessed. This work represents a critical interdisciplinary appraisal of these therapies in terms of their individual profiles and compares these DAT regarding contraindications, periprocedural considerations as well as their efficacy regarding motor- and non-motor deficits, supporting a personalized approach.
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Affiliation(s)
- Nils Schröter
- Department of Neurology and Clinical Neuroscience, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Bastian E A Sajonz
- Department of Stereotactic and Functional Neurosurgery, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | | | - Michel Rijntjes
- Department of Neurology and Clinical Neuroscience, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Volker A Coenen
- Department of Stereotactic and Functional Neurosurgery, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Center of Deep Brain Stimulation, Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Sergiu Groppa
- Section of Movement Disorders and Neurostimulation, Department of Neurology, University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
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12
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Zhao W, Shao X, Wang Z, Mi C, Wang Y, Qi X, Ding X. Deep brain stimulation for Parkinson's disease: bibliometric analysis of the top 100 cited literature. Front Aging Neurosci 2024; 16:1413074. [PMID: 39478694 PMCID: PMC11521828 DOI: 10.3389/fnagi.2024.1413074] [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: 04/06/2024] [Accepted: 09/27/2024] [Indexed: 11/02/2024] Open
Abstract
Background Deep Brain Stimulation (DBS) has been widely applied and accepted in the treatment of neurological and psychiatric disorders. Despite numerous studies exploring the effects of DBS on the progression of neurodegenerative diseases and the treatment of advanced Parkinson's disease (PD), there is a limited number of articles summarizing this research. The purpose of this study is to investigate the current trends, hot topics, and potential in research surrounding DBS therapy for PD, as well as to anticipate the challenges of such research. Methods We searched the Web of Science Core Collection database (WoSCC) for DBS research literature related to PD published from January 2014 to January 2024, utilized CiteSpace, VOS viewer, the bibliometric online analysis platform, Scimago Graphica, Microsoft Excel 2021, and R software version 4.2.3 for data analysis. And we conducted quantitative research on publications, citations, journals, authors, countries, institutions, keywords, and references, visualized the results in network graphs. Results From 2014 to 2024, papers from 39 journals from 11 countries were among the top 100 cited. Most papers were published in Neurology, with the highest average citations per paper in Nature Neuroscience. The United States (US) contributed the most publications, followed by the United Kingdom (UK) and Germany. In terms of total publications, University College London (UCL) contributed the most papers. The primary classifications of articles were Clinical Neurology, Neurosciences, and Surgery. The top five keywords were subthalamic nucleus, DBS, PD, medical therapy, and basal ganglia. Cluster analysis indicates that DBS research focus on improving quality of life and applying computational models. Conclusion Through bibliometric analysis, researchers could quickly and clearly understand the hotspots and boundaries of their research field, thus guiding their research direction and scope to improve research efficiency and the quality of outcomes. Although studies indicate that DBS is currently a crucial method for treating advanced PD, in the long run, creating a personalized, low-cost treatment regimen with precise targeting and long-term efficacy poses a challenge.
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Affiliation(s)
- Weijie Zhao
- Department of First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xinxin Shao
- Department of First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Ziyue Wang
- Department of First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China
- Department of Ophthalmology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Chuanhao Mi
- Department of First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Yu Wang
- Department of Ophthalmology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Xianghua Qi
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xiao Ding
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
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13
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Fasano A, Mure H, Oyama G, Murase N, Witt T, Higuchi Y, Singer A, Sannelli C, Morelli N. Subthalamic nucleus local field potential stability in patients with Parkinson's disease. Neurobiol Dis 2024; 199:106589. [PMID: 38969232 DOI: 10.1016/j.nbd.2024.106589] [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: 03/05/2024] [Revised: 06/19/2024] [Accepted: 07/02/2024] [Indexed: 07/07/2024] Open
Abstract
BACKGROUND Despite the large body of work on local field potentials (LFPs), a measure of oscillatory activity in patients with Parkinson's disease (PD), the longitudinal evolution of LFPs is less explored. OBJECTIVE To determine LFP fluctuations collected in clinical settings in patients with PD and STN deep brain stimulation (DBS). METHODS Twenty-two STN-DBS patients (age: 67.6 ± 8.3 years; 9 females; disease duration: 10.3 ± 4.5 years) completed bilateral LFP recordings over three visits in the OFF-stimulation setting. Peak and band power measures were calculated from each recording. RESULTS After bilateral LFP recordings, at least one peak was detected in 18 (81.8%), 20 (90.9%), and 22 (100%) patients at visit 1, 2, and 3, respectively. No significant differences were seen in primary peak amplitude (F = 2.91, p = 0.060) over time. Amplitude of the second largest peak (F = 5.49, p = 0.006) and low-beta (F = 6.89, p = 0.002), high-beta (F = 13.23, p < 0.001), and gamma (F = 12.71, p < 0.001) band power demonstrated a significant effect of time. Post hoc comparisons determined low-beta power (Visit 1-Visit 2: t = 3.59, p = 0.002; Visit 1-Visit 3: t = 2.61, p = 0.031), high-beta (Visit 1-Visit 2: t = 4.64, p < 0.001; Visit 1-Visit 3: t = 4.23, p < 0.001) and gamma band power (Visit 1-Visit 2: t = 4.65, p < 0.001; Visit 1-Visit 3: t = 4.00, p < 0.001) were significantly increased from visit 1 recordings to both follow-up visits. CONCLUSION Our results provide substantial evidence that LFP can reliably be detected across multiple real-world clinical visits in patients with STN-DBS for PD. Moreover, it provides insights on the evolution of these LFPs.
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Affiliation(s)
- Alfonso Fasano
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Toronto, Canada; Division of Neurology, University of Toronto, Toronto, Canada; Krembil Brain Institute, University Health Network, Toronto, Canada; Center for Advancing Neurotechnological Innovation to Application, Toronto, Canada.
| | - Hideo Mure
- Center for Neuromodulation, Department of Neurosurgery, Kurashiki Heisei Hospital, Kurashiki, Japan
| | - Genko Oyama
- Department of Neurology, Faculty of Medicine, Juntendo University, Tokyo, Japan
| | - Nagako Murase
- Department of Neurology, National Hospital Organization Nara Medical Center, Nara, Japan
| | - Thomas Witt
- Department of Neurosurgery, Indiana University Medical Center, Indianapolis, IN, USA
| | - Yoshinori Higuchi
- Department of Neurological Surgery, Graduate School of Medicine, Chiba University Hospital, Chiba, Japan
| | - Alexa Singer
- Brain Modulation Business, Neuromodulation Operating Unit, Medtronic PLC, Minneapolis, MN, USA
| | - Claudia Sannelli
- Brain Modulation Business, Neuromodulation Operating Unit, Medtronic PLC, Minneapolis, MN, USA
| | - Nathan Morelli
- Brain Modulation Business, Neuromodulation Operating Unit, Medtronic PLC, Minneapolis, MN, USA
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14
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Donlon E, Abdullah S, Ronan F, Garvey M, Austin N, Reynolds E, Ruggieri F, Lynch T, Fearon C, Moran C, Pereira EA, Walsh RA. Early outcomes support use of a remote cross-border surgical centre for deep brain stimulation in Parkinson's disease. J Neurol 2024; 271:6377-6381. [PMID: 39030457 DOI: 10.1007/s00415-024-12572-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 07/04/2024] [Accepted: 07/07/2024] [Indexed: 07/21/2024]
Affiliation(s)
- Eoghan Donlon
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland.
- Academic Unit of Neurology, School of Medicine, Trinity College Dublin, Dublin, Ireland.
| | - Shaharyar Abdullah
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Fiona Ronan
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
- Academic Unit of Neurology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Maggie Garvey
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Neil Austin
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Elaine Reynolds
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Federica Ruggieri
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Tim Lynch
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Conor Fearon
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
- Academic Unit of Neurology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Catherine Moran
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
- National Neurosurgical Centre, Beaumont Hospital, Dublin, Ireland
| | - Erlick A Pereira
- Neurosciences Institute, St George's, University of London, London, UK
- The London Clinic, 116 Harley Street, London, UK
| | - Richard A Walsh
- Dublin Neurological Institute, Mater Misericordiae University Hospital, Dublin, Ireland
- Academic Unit of Neurology, School of Medicine, Trinity College Dublin, Dublin, Ireland
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15
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Baker SK, Radcliffe EM, Kramer DR, Ojemann S, Case M, Zarns C, Holt-Becker A, Raike RS, Baumgartner AJ, Kern DS, Thompson JA. Comparison of beta peak detection algorithms for data-driven deep brain stimulation programming strategies in Parkinson's disease. NPJ Parkinsons Dis 2024; 10:150. [PMID: 39122725 PMCID: PMC11315991 DOI: 10.1038/s41531-024-00762-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024] Open
Abstract
Oscillatory activity within the beta frequency range (13-30 Hz) serves as a Parkinson's disease biomarker for tailoring deep brain stimulation (DBS) treatments. Currently, identifying clinically relevant beta signals, specifically frequencies of peak amplitudes within the beta spectral band, is a subjective process. To inform potential strategies for objective clinical decision making, we assessed algorithms for identifying beta peaks and devised a standardized approach for both research and clinical applications. Employing a novel monopolar referencing strategy, we utilized a brain sensing device to measure beta peak power across distinct contacts along each DBS electrode implanted in the subthalamic nucleus. We then evaluated the accuracy of ten beta peak detection algorithms against a benchmark established by expert consensus. The most accurate algorithms, all sharing similar underlying algebraic dynamic peak amplitude thresholding approaches, matched the expert consensus in performance and reliably predicted the clinical stimulation parameters during follow-up visits. These findings highlight the potential of algorithmic solutions to overcome the subjective bias in beta peak identification, presenting viable options for standardizing this process. Such advancements could lead to significant improvements in the efficiency and accuracy of patient-specific DBS therapy parameterization.
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Affiliation(s)
- Sunderland K Baker
- Pennsylvania State University, Department of Biobehavioral Health, University Park, PA, 16802, USA
| | - Erin M Radcliffe
- University of Colorado Anschutz Medical Campus, Department of Neurosurgery, Aurora, CO, 80045, USA
- University of Colorado Anschutz Medical Campus, Department of Bioengineering, Aurora, CO, 80045, USA
| | - Daniel R Kramer
- University of Colorado Anschutz Medical Campus, Department of Neurosurgery, Aurora, CO, 80045, USA
| | - Steven Ojemann
- University of Colorado Anschutz Medical Campus, Department of Neurosurgery, Aurora, CO, 80045, USA
- University of Colorado Anschutz Medical Campus, Department of Neurology, Aurora, CO, 80045, USA
| | - Michelle Case
- Medtronic PLC, Neuromodulation Operating Unit, Minneapolis, MN, 55432, USA
| | - Caleb Zarns
- Medtronic PLC, Neuromodulation Operating Unit, Minneapolis, MN, 55432, USA
| | - Abbey Holt-Becker
- Medtronic PLC, Neuromodulation Operating Unit, Minneapolis, MN, 55432, USA
| | - Robert S Raike
- Medtronic PLC, Neuromodulation Operating Unit, Minneapolis, MN, 55432, USA
| | - Alexander J Baumgartner
- University of Colorado Anschutz Medical Campus, Department of Neurosurgery, Aurora, CO, 80045, USA
- University of Colorado Anschutz Medical Campus, Department of Neurology, Aurora, CO, 80045, USA
| | - Drew S Kern
- University of Colorado Anschutz Medical Campus, Department of Neurosurgery, Aurora, CO, 80045, USA
- University of Colorado Anschutz Medical Campus, Department of Neurology, Aurora, CO, 80045, USA
| | - John A Thompson
- University of Colorado Anschutz Medical Campus, Department of Neurosurgery, Aurora, CO, 80045, USA.
- University of Colorado Anschutz Medical Campus, Department of Neurology, Aurora, CO, 80045, USA.
- University of Colorado Anschutz Medical Campus, Department of Psychiatry, Aurora, CO, 80045, USA.
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16
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Zampogna A, Suppa A, Bove F, Cavallieri F, Castrioto A, Meoni S, Pelissier P, Schmitt E, Chabardes S, Fraix V, Moro E. Disentangling Bradykinesia and Rigidity in Parkinson's Disease: Evidence from Short- and Long-Term Subthalamic Nucleus Deep Brain Stimulation. Ann Neurol 2024; 96:234-246. [PMID: 38721781 DOI: 10.1002/ana.26961] [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: 11/28/2023] [Revised: 04/04/2024] [Accepted: 04/07/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVE Bradykinesia and rigidity are considered closely related motor signs in Parkinson disease (PD), but recent neurophysiological findings suggest distinct pathophysiological mechanisms. This study aims to examine and compare longitudinal changes in bradykinesia and rigidity in PD patients treated with bilateral subthalamic nucleus deep brain stimulation (STN-DBS). METHODS In this retrospective cohort study, the clinical progression of appendicular and axial bradykinesia and rigidity was assessed up to 15 years after STN-DBS in the best treatment conditions (ON medication and ON stimulation). The severity of bradykinesia and rigidity was examined using ad hoc composite scores from specific subitems of the Unified Parkinson's Disease Rating Scale motor part (UPDRS-III). Short- and long-term predictors of bradykinesia and rigidity were analyzed through linear regression analysis, considering various preoperative demographic and clinical data, including disease duration and severity, phenotype, motor and cognitive scores (eg, frontal score), and medication. RESULTS A total of 301 patients were examined before and 1 year after surgery. Among them, 101 and 56 individuals were also evaluated at 10-year and 15-year follow-ups, respectively. Bradykinesia significantly worsened after surgery, especially in appendicular segments (p < 0.001). Conversely, rigidity showed sustained benefit, with unchanged clinical scores compared to preoperative assessment (p > 0.05). Preoperative motor disability (eg, composite scores from the UPDRS-III) predicted short- and long-term outcomes for both bradykinesia and rigidity (p < 0.01). Executive dysfunction was specifically linked to bradykinesia but not to rigidity (p < 0.05). INTERPRETATION Bradykinesia and rigidity show long-term divergent progression in PD following STN-DBS and are associated with independent clinical factors, supporting the hypothesis of partially distinct pathophysiology. ANN NEUROL 2024;96:234-246.
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Affiliation(s)
- Alessandro Zampogna
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
- IRCCS Neuromed Institute, Pozzilli, Italy
| | - Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed Institute, Pozzilli, Italy
| | - Francesco Bove
- Neurology Unit, Department of Neuroscience, Sensory Organs and Chest, Fondazione Policlinico Universitario A. Gemelli IRCCS, Catholic University of the Sacred Heart, Rome, Italy
| | - Francesco Cavallieri
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Anna Castrioto
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
| | - Sara Meoni
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
| | - Pierre Pelissier
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
| | - Emmanuelle Schmitt
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
| | - Stephan Chabardes
- Division of Neurosurgery, Grenoble Alpes University, Centre Hospitalier Universitaire de Grenoble, Grenoble, France
| | - Valerie Fraix
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
| | - Elena Moro
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, INSERM U1216, Grenoble, France
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17
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Lefaucheur JP, Moro E, Shirota Y, Ugawa Y, Grippe T, Chen R, Benninger DH, Jabbari B, Attaripour S, Hallett M, Paulus W. Clinical neurophysiology in the treatment of movement disorders: IFCN handbook chapter. Clin Neurophysiol 2024; 164:57-99. [PMID: 38852434 PMCID: PMC11418354 DOI: 10.1016/j.clinph.2024.05.007] [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: 10/17/2023] [Revised: 03/02/2024] [Accepted: 05/15/2024] [Indexed: 06/11/2024]
Abstract
In this review, different aspects of the use of clinical neurophysiology techniques for the treatment of movement disorders are addressed. First of all, these techniques can be used to guide neuromodulation techniques or to perform therapeutic neuromodulation as such. Neuromodulation includes invasive techniques based on the surgical implantation of electrodes and a pulse generator, such as deep brain stimulation (DBS) or spinal cord stimulation (SCS) on the one hand, and non-invasive techniques aimed at modulating or even lesioning neural structures by transcranial application. Movement disorders are one of the main areas of indication for the various neuromodulation techniques. This review focuses on the following techniques: DBS, repetitive transcranial magnetic stimulation (rTMS), low-intensity transcranial electrical stimulation, including transcranial direct current stimulation (tDCS) and transcranial alternating current stimulation (tACS), and focused ultrasound (FUS), including high-intensity magnetic resonance-guided FUS (MRgFUS), and pulsed mode low-intensity transcranial FUS stimulation (TUS). The main clinical conditions in which neuromodulation has proven its efficacy are Parkinson's disease, dystonia, and essential tremor, mainly using DBS or MRgFUS. There is also some evidence for Tourette syndrome (DBS), Huntington's disease (DBS), cerebellar ataxia (tDCS), and axial signs (SCS) and depression (rTMS) in PD. The development of non-invasive transcranial neuromodulation techniques is limited by the short-term clinical impact of these techniques, especially rTMS, in the context of very chronic diseases. However, at-home use (tDCS) or current advances in the design of closed-loop stimulation (tACS) may open new perspectives for the application of these techniques in patients, favored by their easier use and lower rate of adverse effects compared to invasive or lesioning methods. Finally, this review summarizes the evidence for keeping the use of electromyography to optimize the identification of muscles to be treated with botulinum toxin injection, which is indicated and widely performed for the treatment of various movement disorders.
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Affiliation(s)
- Jean-Pascal Lefaucheur
- Clinical Neurophysiology Unit, Henri Mondor University Hospital, AP-HP, Créteil, France; EA 4391, ENT Team, Paris-Est Créteil University, Créteil, France.
| | - Elena Moro
- Grenoble Alpes University, Division of Neurology, CHU of Grenoble, Grenoble Institute of Neuroscience, Grenoble, France
| | - Yuichiro Shirota
- Department of Neurology, Division of Neuroscience, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yoshikazu Ugawa
- Department of Human Neurophysiology, School of Medicine, Fukushima Medical University, Fukushima, Japan
| | - Talyta Grippe
- Division of Neurology, University of Toronto, Toronto, Ontario, Canada; Neuroscience Graduate Program, Federal University of Minas Gerais, Belo Horizonte, Brazil; Krembil Brain Institute, Toronto, Ontario, Canada
| | - Robert Chen
- Division of Neurology, University of Toronto, Toronto, Ontario, Canada; Krembil Brain Institute, Toronto, Ontario, Canada
| | - David H Benninger
- Service of Neurology, Department of Clinical Neurosciences, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
| | - Bahman Jabbari
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - Sanaz Attaripour
- Department of Neurology, University of California, Irvine, CA, USA
| | - Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Walter Paulus
- Department of Neurology, Ludwig Maximilians University, Munich, Germany
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Unnithan D, Sartaj A, Iqubal MK, Ali J, Baboota S. A neoteric annotation on the advances in combination therapy for Parkinson's disease: nanocarrier-based combination approach and future anticipation. Part I: exploring theoretical insights and pharmacological advances. Expert Opin Drug Deliv 2024; 21:423-435. [PMID: 38481172 DOI: 10.1080/17425247.2024.2331214] [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: 06/03/2023] [Accepted: 03/12/2024] [Indexed: 03/22/2024]
Abstract
INTRODUCTION Parkinson's disease (PD) is a neurological condition defined by a substantial reduction in dopamine-containing cells in the substantia nigra. Levodopa (L-Dopa) is considered the gold standard in treatment. Recent research has clearly shown that resistance to existing therapies can develop. Moreover, the involvement of multiple pathways in the nigrostriatal dopaminergic neuronal loss suggests that modifying the treatment strategy could effectively reduce this degeneration. AREAS COVERED This review summarizes the key concerns with treating PD patients and the combinations, aimed at effectively managing PD. Part I focuses on the clinical diagnosis at every stage of the disease as well as the pharmacological treatment strategies that are applied throughout its course. It methodically elucidates the potency of multifactorial interventions in attenuating the disease trajectory, substantiating the rationale for co-administration of dual or multiple therapeutic agents. Significant emphasis is laid on evidence-based pharmacological combinations for PD management. EXPERT OPINION By utilizing multiple drugs in a combination fashion, this approach can leverage the additive or synergistic effects of these agents, amplify the spectrum of treatment, and curtail the risk of side effects by reducing the dose of each drug, demonstrating significantly greater efficacy.
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Affiliation(s)
- Devika Unnithan
- Department of Pharmaceutics, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India
| | - Ali Sartaj
- Department of Pharmaceutics, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India
| | - Mohammad Kashif Iqubal
- Irma Lerma Rangel College of Pharmacy, Texas A&M Health Science Center, Texas A&M University, College Station, TX, USA
| | - Javed Ali
- Department of Pharmaceutics, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India
| | - Sanjula Baboota
- Department of Pharmaceutics, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, India
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Cavallieri F, Ghirotto L, Sireci F, Parmeggiani M, Pedroni C, Mardones FA, Bassi MC, Fioravanti V, Fraix V, Moro E, Valzania F. Caregivers' burden and deep brain stimulation for Parkinson disease: A systematic review of qualitative studies. Eur J Neurol 2024; 31:e16149. [PMID: 37975788 PMCID: PMC11235895 DOI: 10.1111/ene.16149] [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: 08/30/2023] [Revised: 10/25/2023] [Accepted: 10/26/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND AND PURPOSE The impact of subthalamic nucleus deep brain stimulation (STN-DBS) on caregivers' burden is understudied. We perform a systematic review and meta-synthesis aggregating qualitative studies involving partners of people with Parkinson disease (PwP) to explore their experiences and unmet needs. METHODS A systematic review for retrieving qualitative studies included six databases: MEDLINE, Embase, CINAHL, Cochrane, PsycInfo, and Scopus. Inclusion criteria were as follows: (i) studies on the experience of caregivers of PwP in the context of STN-DBS, (ii) English peer-reviewed articles, and (iii) qualitative or mixed methods studies reporting caregivers' quotations. After the appraisal of included studies, we performed meta-synthesis of qualitative findings. Descriptive themes and conceptual elements related to PwP partners' experiences and unmet needs were generated. RESULTS A total of 1108 articles were screened, and nine articles were included. Three categories were identified: (i) dealing with Parkinson disease (PD) every day (the starting situation characterized by the impact of PD on ordinary life; the limitations to partners' socialization; partners' efforts in stepping aside for love and care activities), (ii) facing life changes with STN-DBS (the feeling of being unprepared for changes; the fear and concern due to loved ones' behavioral changes; struggling to find an explanation for those changes), and (iii) rebuilding the role of caregiver and partner after STN-DBS. CONCLUSIONS This meta-synthesis elucidates concerns, challenges, and unmet needs of partners of PwP who underwent STN-DBS. It is important to provide them with information, education, and adequate support to face these challenges. Professionals need to involve partners in the care and decision process, because STN-DBS-related outcomes do not depend solely on the well-being of PwP but also on the well-being of individuals surrounding them.
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Affiliation(s)
- Francesco Cavallieri
- Neurology Unit, Neuromotor and Rehabilitation DepartmentAzienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
| | - Luca Ghirotto
- Qualitative Research UnitAzienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
| | - Francesca Sireci
- Neurology Unit, Neuromotor and Rehabilitation DepartmentAzienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
| | - Margherita Parmeggiani
- Neurology Unit, Neuromotor and Rehabilitation DepartmentAzienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
| | - Cristina Pedroni
- Direzione delle Professioni Sanitarie Azienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
| | | | | | - Valentina Fioravanti
- Neurology Unit, Neuromotor and Rehabilitation DepartmentAzienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
| | - Valérie Fraix
- Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of NeuroscienceGrenoble Alpes UniversityGrenobleFrance
| | - Elena Moro
- Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of NeuroscienceGrenoble Alpes UniversityGrenobleFrance
| | - Franco Valzania
- Neurology Unit, Neuromotor and Rehabilitation DepartmentAzienda USL–IRCCS di Reggio EmiliaReggio EmiliaItaly
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20
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Genovese D, Bove F, Rigon L, Tufo T, Izzo A, Calabresi P, Bentivoglio AR, Piano C. Long-term safety and efficacy of frameless subthalamic deep brain stimulation in Parkinson's disease. Neurol Sci 2024; 45:565-572. [PMID: 37700176 PMCID: PMC10791817 DOI: 10.1007/s10072-023-07059-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/02/2023] [Indexed: 09/14/2023]
Abstract
BACKGROUND Bilateral deep brain stimulation (DBS) of the subthalamic nucleus (STN) is standard of care for Parkinson's disease (PD) patients and a correct lead placement is crucial to obtain good clinical outcomes. Evidence demonstrating the targeting accuracy of the frameless technique for DBS, along with the advantages for patients and clinicians, is solid, while data reporting long-term clinical outcomes for PD patients are still lacking. OBJECTIVES The study aims to assess the clinical safety and efficacy of frameless bilateral STN-DBS in PD patients at 5 years from surgery. METHODS Consecutive PD patients undergoing bilateral STN-DBS with a frameless system were included in this single-center retrospective study. Clinical features, including the Unified Parkinson's Disease Rating Scale (UPDRS) in its total motor score and axial sub-scores, and pharmacological regimen were assessed at baseline, 1 year, 3 years, and 5 years after surgery. The adverse events related to the procedure, stimulation, or the presence of the hardware were systematically collected. RESULTS Forty-one PD patients undergone bilateral STN-DBS implantation were included in the study and fifteen patients already completed the 5-year observation. No complications occurred during surgery and the perioperative phase, and no unexpected serious adverse event occurred during the entire follow-up period. At 5 years from surgery, there was a sustained motor efficacy of STN stimulation: STN-DBS significantly improved the off-stim UPDRS III score at 5 years by 37.6% (P < 0.001), while the dopaminergic medications remained significantly reduced compared to baseline (- 21.6% versus baseline LEDD; P = 0.036). CONCLUSIONS Our data support the use of the frameless system for STN-DBS in PD patients, as a safe and well-tolerated technique, with long-term clinical benefits and persistent motor efficacy at 5 years from the surgery.
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Affiliation(s)
- Danilo Genovese
- Neurology Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neurology, The Marlene and Paolo Fresco Institute for Parkinson's and Movement Disorders, NYU Langone Health, New York, NY, USA
| | - Francesco Bove
- Neurology Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy.
| | - Leonardo Rigon
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Tommaso Tufo
- Neurosurgery Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Alessandro Izzo
- Neurosurgery Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Paolo Calabresi
- Neurology Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Anna Rita Bentivoglio
- Neurology Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Carla Piano
- Neurology Unit, IRCCS Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
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21
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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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Hendriks M, Vinke RS, Georgiev D. Gender discrepancies and differences in motor and non-motor symptoms, cognition, and psychological outcomes in the treatment of Parkinson's disease with subthalamic deep brain stimulation. Front Neurol 2024; 14:1257781. [PMID: 38259647 PMCID: PMC10800523 DOI: 10.3389/fneur.2023.1257781] [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: 07/20/2023] [Accepted: 12/19/2023] [Indexed: 01/24/2024] Open
Abstract
Available data suggest that there may be gender differences in the effect of STN-DBS in the treatment of Parkinson's disease (PD). The aim of this study was to review data on gender discrepancies and gender differences in clinical outcomes in PD patients treated with deep brain stimulation of the subthalamic nucleus (STN-DBS). Included were original studies that specifically examined gender discrepancies or gender differences in PD patients with STN-DBS. Men receive more DBS than women, for various indications. The decision-making process for DBS in women compared to men is more influenced by personal preferences and external factors. Motor symptoms improve in both genders, but bradykinesia improves more in men. The postoperative reduction of the levodopa equivalent daily dose seems to be more pronounced in men. Men show more cognitive deterioration and less improvement than women after STN-DBS. Women show more depressive symptoms before surgery, but they improve similarly to men. Men show more improvement in impulsivity and less decrease in impulsive behaviour symptoms than women. Anxiety and personality traits remain unchanged in both genders. Voice quality improves more in men and deteriorates less often than in women. Men gain fat-free mass and fat mass, but women only gain fat mass. Regarding sexual function the evidence is inconsistent. More urinary symptoms improve in women than in men. Pain and restless leg syndrome seems to improve more in men. Regarding quality of life, the evidence seems to be inconsistent, and activities of daily living seems to improve in both genders. Better prospective controlled studies, focusing directly on gender differences in PD patients treated with STN-DBS, are needed to better explain gender differences in STN-DBS for PD.
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Affiliation(s)
- Martijn Hendriks
- Department of Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurosurgery, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Ruben Saman Vinke
- Donders Institute for Brain, Cognition and Behaviour, Department of Neurosurgery, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Dejan Georgiev
- Department of Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Laboratory for Artificial Intelligence, Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia
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Jost ST, Aloui S, Evans J, Ashkan K, Sauerbier A, Rizos A, Petry-Schmelzer JN, Gronostay A, Fink GR, Visser-Vandewalle V, Antonini A, Silverdale M, Timmermann L, Martinez-Martin P, Chaudhuri KR, Dafsari HS. Neurostimulation for Advanced Parkinson Disease and Quality of Life at 5 Years: A Nonrandomized Controlled Trial. JAMA Netw Open 2024; 7:e2352177. [PMID: 38236600 PMCID: PMC10797423 DOI: 10.1001/jamanetworkopen.2023.52177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 11/29/2023] [Indexed: 01/19/2024] Open
Abstract
Importance Deep brain stimulation of the subthalamic nucleus (STN-DBS) improves quality of life (QOL) in patients with advanced Parkinson disease (PD). However, controlled studies with more than 3 years of follow-up are lacking. Objective To investigate the long-term effects of STN-DBS on QOL compared with standard-of-care medication (MED). Design, Setting, and Participants In this prospective, observational, quasi-experimental, longitudinal nonrandomized controlled trial, 183 patients were screened for eligibility and 167 were enrolled from March 1, 2011, to May 31, 2017, at 3 European university centers. Propensity score matching for demographic and clinical characteristics was applied to 108 patients with PD (62 in the STN-DBS group and 46 in the MED group), resulting in a well-balanced, matched subcohort of 25 patients per group. Data analysis was performed from September 2022 to January 2023. Exposure Treatment for PD of STN-DBS or MED. Main Outcomes and Measures Assessments included Parkinson's Disease Questionnaire 8 (PDQ-8), Unified PD Rating Scale-motor examination, Scales for Outcomes in PD-activities of daily living (ADL) and motor complications, and levodopa-equivalent daily dose. Within-group longitudinal outcome changes, between-group differences, and correlations of change scores were analyzed. Results The study population in the analysis included 108 patients (mean [SD] age, 63.7 [8.3] years; 66 [61.1%] male). At 5-year follow-up, PDQ-8 and ADL worsened only in the MED group (PDQ-8 change, -10.9; 95% CI, -19.0 to -2.7; P = .01; ADL change: -2.0; 95% CI, -3.1 to -0.8; P = .002), whereas both outcomes remained stable in the STN-DBS group (PDQ-8 change, -4.3; 95% CI, -13.2 to 4.7; P = .34; ADL change, -0.8; 95% CI, -2.5 to 1.0; P = .38). Changes in PDQ-8 and ADL correlated moderately (rs = .40, P = .008). Furthermore, STN-DBS outcomes were favorable for motor complications (median difference in change scores between STN-DBS and MED, -2.0; 95% CI, -4.0 to -1.0; P = .003), mobility (-1.0; 95% CI, -2.0 to 0; P = .03), and levodopa-equivalent daily dose reduction (-821.4; 95% CI, -1111.9 to -530.8; P < .001). Conclusions and Relevance This study provides evidence of differences in QOL outcomes at 5-year follow-up between STN-DBS (stable) and MED (worsened), mainly driven by the favorable effect of STN-DBS on mobility (class IIb evidence). The association between changes in QOL and ADL, but not motor impairment or complications, highlights the relative importance of ADL outcomes for long-term DBS assessments. Trial Registration German ClinicalTrials Registry: DRKS00006735.
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Affiliation(s)
- Stefanie T. Jost
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
| | - Salima Aloui
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
| | - Julian Evans
- Department of Neurology and Neurosurgery, Salford Royal NHS Foundation Trust, Manchester, UK
| | - Keyoumars Ashkan
- Parkinson Foundation International Centre of Excellence, King’s College Hospital, London, UK
- Academic Health Science Centre, University of Manchester, Greater Manchester, UK
| | - Anna Sauerbier
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
| | - Alexandra Rizos
- Parkinson Foundation International Centre of Excellence, King’s College Hospital, London, UK
- Academic Health Science Centre, University of Manchester, Greater Manchester, UK
| | - Jan Niklas Petry-Schmelzer
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
| | - Alexandra Gronostay
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
| | - Gereon R. Fink
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
- Cognitive Neuroscience, Institute of Neuroscience and Medicine (INM-3), Research Centre Jülich, Jülich, Germany
| | - Veerle Visser-Vandewalle
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Stereotactic and Functional Neurosurgery, Cologne, Germany
| | - Angelo Antonini
- Department of Neurosciences (DNS), Padova University, Padova, Italy
| | - Monty Silverdale
- Department of Neurology and Neurosurgery, Salford Royal NHS Foundation Trust, Manchester, UK
| | - Lars Timmermann
- Department of Neurology, University Hospital Giessen and Marburg, Campus Marburg, Marburg, Germany
| | - Pablo Martinez-Martin
- Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Carlos III Institute of Health, Madrid, Spain
| | - K. Ray Chaudhuri
- Parkinson Foundation International Centre of Excellence, King’s College Hospital, London, UK
- Academic Health Science Centre, University of Manchester, Greater Manchester, UK
- Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
- NIHR Mental Health Biomedical Research Centre and Dementia Biomedical Research Unit, South London and Maudsley NHS Foundation Trust and King’s College London, London, UK
| | - Haidar S. Dafsari
- University of Cologne, Faculty of Medicine and University Hospital Cologne, Department of Neurology, Cologne, Germany
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Mainardi M, Ciprietti D, Pilleri M, Bonato G, Weis L, Cianci V, Biundo R, Ferreri F, Piacentino M, Landi A, Guerra A, Antonini A. Deep brain stimulation of globus pallidus internus and subthalamic nucleus in Parkinson's disease: a multicenter, retrospective study of efficacy and safety. Neurol Sci 2024; 45:177-185. [PMID: 37555874 PMCID: PMC10761504 DOI: 10.1007/s10072-023-06999-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 07/11/2023] [Indexed: 08/10/2023]
Abstract
BACKGROUND Deep brain stimulation (DBS) is an established therapeutic option in advanced Parkinson's disease (PD). Literature data and recent guidelines remain inconclusive about the best choice as a target between the subthalamic nucleus (STN) and the globus pallidus internus (GPi). MATERIALS AND METHODS We retrospectively reviewed the clinical efficacy outcomes of 48 DBS-implanted patients (33 STN-DBS and 15 GPi-DBS) at a short- (<1 year from the surgery) and long-term (2-5 years) follow-up. Also, clinical safety outcomes, including postoperative surgical complications and severe side effects, were collected. RESULTS We found no difference between STN-DBS and GPi-DBS in improving motor symptoms at short-term evaluation. However, STN-DBS achieved a more prominent reduction in oral therapy (L-DOPA equivalent daily dose, P = .02). By contrast, GPi-DBS was superior in ameliorating motor fluctuations and dyskinesia (MDS-UPDRS IV, P < .001) as well as motor experiences of daily living (MDS-UPDRS II, P = .03). The greater efficacy of GPi-DBS on motor fluctuations and experiences of daily living was also present at the long-term follow-up. We observed five serious adverse events, including two suicides, all among STN-DBS patients. CONCLUSION Both STN-DBS and GPi-DBS are effective in improving motor symptoms severity and complications, but GPi-DBS has a greater impact on motor fluctuations and motor experiences of daily living. These results suggest that the two targets should be considered equivalent in motor efficacy, with GPi-DBS as a valuable option in patients with prominent motor complications. The occurrence of suicides in STN-treated patients claims further attention in target selection.
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Affiliation(s)
- Michele Mainardi
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Dario Ciprietti
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Manuela Pilleri
- Service of Neurology, Villa Margherita-Santo Stefano Private Hospital, Arcugnano, Italy
| | - Giulia Bonato
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Luca Weis
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Valeria Cianci
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Roberta Biundo
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
- Department of General Psychology, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Florinda Ferreri
- Unit of Neurology, Unit of Clinical Neurophysiology, Department of Neuroscience, University of Padova, 35128, Padova, Italy
| | - Massimo Piacentino
- Department of Neurosurgery, AULSS 8 Berica Ospedale San Bortolo, Viale Rodolfi, 37 36100, Vicenza, Italy
| | - Andrea Landi
- Academic Neurosurgery, Department of Neurosciences, University of Padova, 35128, Padova, Italy
| | - Andrea Guerra
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy
| | - Angelo Antonini
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128, Padua, Italy.
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Lannon M, Duda T, Mastrolonardo A, Huang E, Martyniuk A, Farrokhyar F, Xie F, Bhandari M, Kalia SK, Sharma S. Economic Evaluations Comparing Deep Brain Stimulation to Best Medical Therapy for Movement Disorders: A Meta-Analysis. PHARMACOECONOMICS 2024; 42:41-68. [PMID: 37751075 DOI: 10.1007/s40273-023-01318-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/28/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Movement disorders (Parkinson's disease, essential tremor, primary dystonia) are a debilitating group of conditions that are progressive in nature. The mainstay of treatment is best medical therapy; however, a number of surgical therapies are available, including deep brain stimulation. Economic evaluations are an important aspect of evidence to inform decision makers regarding funding allocated to these therapies. OBJECTIVE This systematic review and meta-analysis evaluated the cost effectiveness of including deep brain stimulation compared with best medical therapy for movement disorder indications in the adult population. METHODS Ovid Medical Literature Analysis and Retrieval System Online, Embase, and Cochrane Central Register of Controlled Trials were queried. Only economic evaluations reporting incremental cost-effectiveness ratios for including deep brain stimulation versus best medical therapy for movement disorders were included. Studies were reviewed in duplicate for inclusion and data abstraction. Data were harmonized using the Consumer Price Index and Purchasing Power Parity to standardize values to 2022 US dollars. For inclusion in meta-analyses, studies were required to have sufficient data available to calculate an estimate of the incremental net benefit. Meta-analyses of pooled incremental net benefit based on the time horizon were performed. The study was registered at PROSPERO (CRD42022335436). RESULTS There were 2190 studies reviewed, with 14 economic evaluations included following a title/abstract and full-text review. Only studies considering Parkinson's disease were available for the meta-analysis. Quality of the identified studies was low, with moderate transferability to the American Healthcare System, and certainty of evidence was low. However, studies with a longer time horizon (15 years to lifetime) were found to have significant positive incremental net benefit (indicating cost effectiveness) for including deep brain stimulation with a mean difference of US$40,504.81 (95% confidence interval 2422.42-78,587.19). CONCLUSIONS Deep brain stimulation was cost effective for Parkinson's disease when considered over the course of the patient's remaining life after implantation. TRIAL REGISTRATION Clinical Trial Registration: PROSPERO (CRD42022335436).
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Affiliation(s)
- Melissa Lannon
- Division of Neurosurgery, McMaster University, 237 Barton Street East, Hamilton, ON, Canada.
| | - Taylor Duda
- Division of Neurosurgery, McMaster University, 237 Barton Street East, Hamilton, ON, Canada
| | | | - Ellissa Huang
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, ON, Canada
| | - Amanda Martyniuk
- Division of Neurosurgery, McMaster University, 237 Barton Street East, Hamilton, ON, Canada
| | - Forough Farrokhyar
- Department of Health, Evidence, Impact, McMaster University, Hamilton, ON, Canada
| | - Feng Xie
- Department of Health, Evidence, Impact, McMaster University, Hamilton, ON, Canada
| | - Mohit Bhandari
- Department of Health, Evidence, Impact, McMaster University, Hamilton, ON, Canada
- Division of Orthopaedic Surgery, McMaster University, Hamilton, ON, Canada
| | - Suneil K Kalia
- Division of Neurosurgery, University of Toronto, Toronto, ON, Canada
| | - Sunjay Sharma
- Division of Neurosurgery, McMaster University, 237 Barton Street East, Hamilton, ON, Canada
- Department of Health, Evidence, Impact, McMaster University, Hamilton, ON, Canada
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Bove F, Angeloni B, Sanginario P, Rossini PM, Calabresi P, Di Iorio R. Neuroplasticity in levodopa-induced dyskinesias: An overview on pathophysiology and therapeutic targets. Prog Neurobiol 2024; 232:102548. [PMID: 38040324 DOI: 10.1016/j.pneurobio.2023.102548] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/29/2023] [Accepted: 11/26/2023] [Indexed: 12/03/2023]
Abstract
Levodopa-induced dyskinesias (LIDs) are a common complication in patients with Parkinson's disease (PD). A complex cascade of electrophysiological and molecular events that induce aberrant plasticity in the cortico-basal ganglia system plays a key role in the pathophysiology of LIDs. In the striatum, multiple neurotransmitters regulate the different forms of physiological synaptic plasticity to provide it in a bidirectional and Hebbian manner. In PD, impairment of both long-term potentiation (LTP) and long-term depression (LTD) progresses with disease and dopaminergic denervation of striatum. The altered balance between LTP and LTD processes leads to unidirectional changes in plasticity that cause network dysregulation and the development of involuntary movements. These alterations have been documented, in both experimental models and PD patients, not only in deep brain structures but also at motor cortex. Invasive and non-invasive neuromodulation treatments, as deep brain stimulation, transcranial magnetic stimulation, or transcranial direct current stimulation, may provide strategies to modulate the aberrant plasticity in the cortico-basal ganglia network of patients affected by LIDs, thus restoring normal neurophysiological functioning and treating dyskinesias. In this review, we discuss the evidence for neuroplasticity impairment in experimental PD models and in patients affected by LIDs, and potential neuromodulation strategies that may modulate aberrant plasticity.
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Affiliation(s)
- Francesco Bove
- Neurology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Benedetta Angeloni
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Pasquale Sanginario
- Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Paolo Maria Rossini
- Brain Connectivity Laboratory, Department of Neuroscience and Neurorehabilitation, IRCCS San Raffaele Roma, Rome, Italy
| | - Paolo Calabresi
- Neurology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Riccardo Di Iorio
- Neurology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy.
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Li L, Jiang C, Li L. A Comparative Study on the Effect of Substrate Structure on Electrochemical Performance and Stability of Electrodeposited Platinum and Iridium Oxide Coatings for Neural Electrodes. MICROMACHINES 2023; 15:70. [PMID: 38258189 PMCID: PMC10821385 DOI: 10.3390/mi15010070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/20/2023] [Accepted: 12/27/2023] [Indexed: 01/24/2024]
Abstract
Implantable electrodes are crucial for stimulation safety and recording quality of neuronal activity. To enhance their electrochemical performance, electrodeposited nanostructured platinum (nanoPt) and iridium oxide (IrOx) have been proposed due to their advantages of in situ deposition and ease of processing. However, their unstable adhesion has been a challenge in practical applications. This study investigated the electrochemical performance and stability of nanoPt and IrOx coatings on hierarchical platinum-iridium (Pt-Ir) substrates prepared by femtosecond laser, compared with the coatings on smooth Pt-Ir substrates. Ultrasonic testing, agarose gel testing, and cyclic voltammetry (CV) testing were used to evaluate the coatings' stability. Results showed that the hierarchical Pt-Ir substrate significantly enhanced the charge-storage capacity of electrodes with both coatings to more than 330 mC/cm2, which was over 75 times that of the smooth Pt-Ir electrode. The hierarchical substrate could also reduce the cracking of nanoPt coatings after ultrasonic, agarose gel and CV testing. Although some shedding was observed in the IrOx coating on the hierarchical substrate after one hour of sonication, it showed good stability in the agarose gel and CV tests. Stable nanoPt and IrOx coatings may not only improve the electrochemical performance but also benefit the function of neurobiochemical detection.
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Affiliation(s)
- Linze Li
- School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou 350108, China
| | - Changqing Jiang
- National Engineering Research Center of Neuromodulation, School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
| | - Luming Li
- National Engineering Research Center of Neuromodulation, School of Aerospace Engineering, Tsinghua University, Beijing 100084, China
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing 100084, China
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De Ieso S, Di Rauso G, Cavallieri F, Beltrami D, Marti A, Napoli M, Pascarella R, Feletti A, Fioravanti V, Toschi G, Rispoli V, Antonelli F, Puzzolante A, Pavesi G, Gasparini F, Valzania F. Longitudinal Neuropsychological Assessment of Symptomatic Edema after Subthalamic Nucleus Deep Brain Stimulation Surgery: A Case Series Study. Neurol Int 2023; 16:62-73. [PMID: 38251052 PMCID: PMC10801618 DOI: 10.3390/neurolint16010004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 11/13/2023] [Accepted: 12/20/2023] [Indexed: 01/23/2024] Open
Abstract
Severe non-infectious or non-haemorrhagic brain edema surrounding the electrode represents a rare complication of subthalamic nucleus deep brain stimulation (STN-DBS) surgery. The aim of this study is to report three patients with advanced Parkinson's Disease (PD) who developed symptomatic brain edema after STN-DBS surgery treated with intravenous steroids with a specific profile of reversible cognitive alterations. Patients were both assessed with a comprehensive neuropsychological battery including attention, memory, visuo-spatial and executive tasks. They were also briefly assessed for emotional and behavioural alterations, and for possible limitations in the activities of daily living. Normative data for an Italian population were available for all neuropsychological tests. The patients were firstly assessed before the surgery (baseline) as soon as they became symptomatic for the post-surgery edema and a few more times in follow-up up to ten months. In all patients we observed the resolution of cognitive deficits within six months after surgery with the corresponding reabsorption of edema at brain CT scans. The appearance of post-DBS edema is a fairly frequent and clinically benign event. However, in some rare cases it can be very marked and lead to important clinical-albeit transient-disturbances. These events can compromise, at least from a psychological point of view, the delicate path of patients who undergo DBS and can prolong the post-operative hospital stay. In this setting it could be helpful to perform a brain CT scan in 2-3 days with the aim of detecting the early appearance of edema and treating it before it can constitute a relevant clinical problem.
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Affiliation(s)
- Silvia De Ieso
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
- Clinical Neuropsychology, Cognitive Disorders and Dyslexia Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Giulia Di Rauso
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, 41126 Modena, Italy
| | - Francesco Cavallieri
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
| | - Daniela Beltrami
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
- Clinical Neuropsychology, Cognitive Disorders and Dyslexia Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Alessandro Marti
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
- Clinical Neuropsychology, Cognitive Disorders and Dyslexia Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Manuela Napoli
- Neuroradiology Unit, Radiology Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (M.N.); (R.P.)
| | - Rosario Pascarella
- Neuroradiology Unit, Radiology Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (M.N.); (R.P.)
| | - Alberto Feletti
- Neurosurgery Unit, Ospedale Civile Baggiovara (OCB) Hospital, Azienda Ospedaliero-Universitaria of Modena, 41126 Modena, Italy; (A.F.); (A.P.); (G.P.)
- Neurosurgery Unit, Azienda Ospedaliera Universitaria Integrata Verona, 37126 Verona, Italy
| | - Valentina Fioravanti
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
| | - Giulia Toschi
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
| | - Vittorio Rispoli
- Neurology Unit, Neuroscience Head Neck Department, Ospedale Civile Baggiovara (OCB) Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy; (V.R.); (F.A.)
| | - Francesca Antonelli
- Neurology Unit, Neuroscience Head Neck Department, Ospedale Civile Baggiovara (OCB) Hospital, Azienda Ospedaliero-Universitaria di Modena, 41126 Modena, Italy; (V.R.); (F.A.)
| | - Annette Puzzolante
- Neurosurgery Unit, Ospedale Civile Baggiovara (OCB) Hospital, Azienda Ospedaliero-Universitaria of Modena, 41126 Modena, Italy; (A.F.); (A.P.); (G.P.)
| | - Giacomo Pavesi
- Neurosurgery Unit, Ospedale Civile Baggiovara (OCB) Hospital, Azienda Ospedaliero-Universitaria of Modena, 41126 Modena, Italy; (A.F.); (A.P.); (G.P.)
- Neurosurgery Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Federico Gasparini
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
- Clinical Neuropsychology, Cognitive Disorders and Dyslexia Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy
| | - Franco Valzania
- Neurology Unit, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42123 Reggio Emilia, Italy; (S.D.I.); (G.D.R.); (D.B.); (A.M.); (V.F.); (G.T.); (F.G.); (F.V.)
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Liu B, Xu J, Feng Z, Hui R, Zhang Y, Liu D, Chang Q, Yu X, Mao Z. One-pass deep brain stimulation of subthalamic nucleus and ventral intermediate nucleus for levodopa-resistant tremor-dominant Parkinson's disease. Front Aging Neurosci 2023; 15:1289183. [PMID: 38187361 PMCID: PMC10768017 DOI: 10.3389/fnagi.2023.1289183] [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: 09/05/2023] [Accepted: 11/29/2023] [Indexed: 01/09/2024] Open
Abstract
Objective Tremor-dominant Parkinson's disease (TD-PD) can be further separated into levodopa-responsive and levodopa-resistant types, the latter being considered to have a different pathogenesis. Previous studies indicated that deep brain stimulation (DBS) of the subthalamic nucleus (STN) or the globus pallidus internus (GPi) individually was not sufficient for tremor control, especially for the levodopa-resistant TD-PD (LRTD-PD). The thalamic ventral intermediate nucleus (VIM) has been regarded as a potent DBS target for different kinds of tremors. Therefore, we focused on the LRTD-PD subgroup and performed one-pass combined DBSs of STN and VIM to treat refractory tremors, aiming to investigate the safety and effectiveness of this one-trajectory dual-target DBS scheme. Methods We retrospectively collected five LRTD-PD patients who underwent a one-pass combined DBS of STN and VIM via a trans-frontal approach. The targeting of VIM was achieved by probabilistic tractography. Changes in severity of symptoms (measured by the Unified Parkinson Disease Rating Scale part III, UPDRS-III), levodopa equivalent daily doses (LEDD), and disease-specific quality of life (measured by the 39-item Parkinson's Disease Questionnaire, PDQ-39) were evaluated. Results Three-dimensional reconstruction of electrodes illustrated that all leads were successfully implanted into predefined positions. The mean improvement rates (%) were 53 ± 6.2 (UPDRS-III), 82.6 ± 11.4 (tremor-related items of UPDRS), and 52.1 ± 11.4 (PDQ-39), respectively, with a mean follow-up of 11.4 months. Conclusion One-pass combined DBS of STN and VIM via the trans-frontal approach is an effective and safe strategy to alleviate symptoms for LRTD-PD patients.
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Affiliation(s)
- Bin Liu
- Medical School of Chinese PLA, Beijing, China
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Junpeng Xu
- Medical School of Chinese PLA, Beijing, China
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Zhebin Feng
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Rui Hui
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Yanyang Zhang
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Di Liu
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Qing Chang
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Xinguang Yu
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Zhiqi Mao
- Department of Neurosurgery, The First Medical Center of Chinese PLA General Hospital, Beijing, China
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El Ouadih Y, Marques A, Pereira B, Luisoni M, Claise B, Coste J, Sontheimer A, Chaix R, Debilly B, Derost P, Morand D, Durif F, Lemaire JJ. Deep brain stimulation of the subthalamic nucleus in severe Parkinson's disease: relationships between dual-contact topographic setting and 1-year worsening of speech and gait. Acta Neurochir (Wien) 2023; 165:3927-3941. [PMID: 37889334 DOI: 10.1007/s00701-023-05843-9] [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: 01/17/2023] [Accepted: 06/24/2023] [Indexed: 10/28/2023]
Abstract
BACKGROUND Subthalamic nucleus (STN) deep brain stimulation (DBS) alleviates severe motor fluctuations and dyskinesia in Parkinson's disease, but may result in speech and gait disorders. Among the suspected or demonstrated causes of these adverse effects, we focused on the topography of contact balance (CB; individual, right and left relative dual positions), a scantly studied topic, analyzing the relationships between symmetric or non-symmetric settings, and the worsening of these signs. METHOD An observational monocentric study was conducted on a series of 92 patients after ethical approval. CB was specified by longitudinal and transversal positions and relation to the STN (CB sub-aspects) and totalized at the patient level (patient CB). CB was deemed symmetric when the two contacts were at the same locations relative to the STN. CB was deemed asymmetric when at least one sub-aspect differed in the patient CB. Baseline and 1-year characteristics were routinely collected: (i) general, namely, Unified Parkinson's Disease Rating Scores (UPDRS), II, III motor and IV, daily levodopa equivalent doses, and Parkinson's Disease Questionnaire of Quality of Life (PDQ39) scores; (ii) specific, namely scores for speech (II-5 and III-18) and axial signs (II-14, III-28, III-29, and III-30). Only significant correlations were considered (p < 0.05). RESULTS Baseline characteristics were comparable (symmetric versus asymmetric). CB settings were related to deteriorations of speech and axial signs: communication PDQ39 and UPDRS speech and gait scores worsened exclusively with symmetric settings; the most influential CB sub-aspect was symmetric longitudinal position. CONCLUSION Our findings suggest that avoiding symmetric CB settings, whether by electrode positioning or shaping of electric fields, could reduce worsening of speech and gait.
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Affiliation(s)
- Youssef El Ouadih
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
- Service de Neurochirurgie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Ana Marques
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
- Service de Neurologie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Bruno Pereira
- Direction de La Recherche Clinique Et de L'Innovation, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Maxime Luisoni
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
| | - Béatrice Claise
- Service de Radiologie, Unité de Neuroradiologie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Jérôme Coste
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
- Service de Neurochirurgie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Anna Sontheimer
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
- Service de Neurochirurgie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Rémi Chaix
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
- Service de Neurochirurgie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Bérangère Debilly
- Service de Neurologie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Philippe Derost
- Service de Neurologie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Dominique Morand
- Direction de La Recherche Clinique Et de L'Innovation, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Franck Durif
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France
- Service de Neurologie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France
| | - Jean-Jacques Lemaire
- Université Clermont Auvergne, Clermont Auvergne INP, CHU Clermont-Ferrand, CNRS, Institut Pascal, 63000, Clermont-Ferrand, France.
- Service de Neurochirurgie, CHU Clermont-Ferrand, 63000, Clermont-Ferrand, France.
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Pürner D, Hormozi M, Weiß D, Barbe MT, Jergas H, Prell T, Gülke E, Pötter-Nerger M, Falkenburger B, Klingelhöfer L, Gutsmiedl PK, Haslinger B, Jochim AM, Wolff A, Schröter N, Rijntjes M, van Riesen C, Scheller U, Wolz M, Amouzandeh A, Ebersbach G, Gruber D, Kohl Z, Maetzler W, Paschen S, Pérez-González P, Rozanski V, Schwarz J, Südmeyer M, Torka E, Wesbuer S, Bornmann S, Flöel A, Ip CW, Krause P, Kühn AA, Csoti I, Herting B, van de Loo S, Basheer AA, Liszka R, Jost WH, Koschel J, Haller B, Lingor P. Nationwide Retrospective Analysis of Combinations of Advanced Therapies in Patients With Parkinson Disease. Neurology 2023; 101:e2078-e2093. [PMID: 37914414 PMCID: PMC10663029 DOI: 10.1212/wnl.0000000000207858] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 08/14/2023] [Indexed: 11/03/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Advanced therapies (ATs; deep brain stimulation [DBS] or pump therapies: continuous subcutaneous apomorphine infusion [CSAI], levodopa/carbidopa intestinal gel [LCIG]) are used in later stages of Parkinson disease (PD). However, decreasing efficacy over time and/or side effects may require an AT change or combination in individual patients. Current knowledge about changing or combining ATs is limited to mostly retrospective and small-scale studies. The nationwide case collection Combinations of Advanced Therapies in PD assessed simultaneous or sequential AT combinations in Germany since 2005 to analyze their clinical outcome, their side effects, and the reasons for AT modifications. METHODS Data were acquired retrospectively by modular questionnaires in 22 PD centers throughout Germany based on clinical records and comprised general information about the centers/patients, clinical (Mini-Mental Status Test/Montréal Cognitive Assessment, Movement Disorder Society-Sponsored Revision of the Unified Parkinson's Disease Rating Scale [MDS-UPDRS], side effects, reasons for AT modification), and therapeutical (ATs with specifications, oral medication) data. Data assessment started with initiation of the second AT. RESULTS A total of 148 AT modifications in 116 patients were associated with significantly improved objective (median decrease of MDS-UPDRS Part III 4.0 points [p < 0.001], of MDS-UPDRS Part IV 6.0 points [p < 0.001], of MDS-UPDRS Part IV-off-time item 1.0 points [p < 0.001]) and subjective clinical outcome and decreasing side effect rates. Main reasons for an AT modification were insufficient symptom control and side effects of the previous therapy. Subgroup analyses suggest addition of DBS in AT patients with leading dyskinesia, addition of LCIG for leading other cardinal motor symptoms, and addition of LCIG or CSAI for dominant off-time. The most long-lasting therapy-until requiring a modification-was DBS. DISCUSSION Changing or combining ATs may be beneficial when 1 AT is insufficient in efficacy or side effects. The outcome of an AT combination is comparable with the clinical benefit by introducing the first AT. The added AT should be chosen dependent on dominant clinical symptoms and adverse effects. Furthermore, prospective trials are needed to confirm the results of this exploratory case collection. CLASSIFICATION OF EVIDENCE This study provides Class IV evidence that, in patients with PD, changing or combining ATs is associated with an improvement in the MDS-UPDRS or subjective symptom reporting.
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Affiliation(s)
- Dominik Pürner
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Mohammad Hormozi
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Daniel Weiß
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Michael T Barbe
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Hannah Jergas
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Tino Prell
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Eileen Gülke
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Monika Pötter-Nerger
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Björn Falkenburger
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Lisa Klingelhöfer
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Pia K Gutsmiedl
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Bernhard Haslinger
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Angela M Jochim
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Andreas Wolff
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Nils Schröter
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Michel Rijntjes
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Christoph van Riesen
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Ute Scheller
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Martin Wolz
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Ali Amouzandeh
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Georg Ebersbach
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Doreen Gruber
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Zacharias Kohl
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Walter Maetzler
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Steffen Paschen
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Pablo Pérez-González
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Verena Rozanski
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Johannes Schwarz
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Martin Südmeyer
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Elisabeth Torka
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Simone Wesbuer
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Sarah Bornmann
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Agnes Flöel
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Chi Wang Ip
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Patricia Krause
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Andrea A Kühn
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Ilona Csoti
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Birgit Herting
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Simone van de Loo
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Aniz Ahammed Basheer
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Robert Liszka
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Wolfgang H Jost
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Jiri Koschel
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Bernhard Haller
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany
| | - Paul Lingor
- From the Klinik und Poliklinik für Neurologie (D.P., P.K.G., B. Haslinger, A.M.J., A.W., P.L.), Klinikum rechts der Isar der TU München, Munich; Neurologische Universitätsklinik (M.H., D.W.), Universitätsklinikum Tübingen; Klinik und Poliklinik für Neurologie (M.T.B., H.J.), Uniklinik Köln, Cologne; Klinik für Neurologie (T.P.), Universitätsklinikum Jena; Universitätsklinik und Poliklinik für Altersmedizin (T.P.), Universitätsmedizin Halle (Saale); Klinik und Poliklinik für Neurologie (E.G., M.P.-N.), Universitätsklinikum Hamburg-Eppendorf, Hamburg; Klinik und Poliklinik für Neurologie (B.F., L.K.), Universitätsklinikum Carl Gustav Carus an der TU Dresden; Klinik für Neurologie und Neurophysiologie (N.S., M.R.), Universitätsklinikum Freiburg; Klinik für Neurologie (C.v.R., U.S.), Universitätsmedizin Göttingen; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (C.v.R.), Standort Göttingen; Klinik für Neurologie (M.W.), Elblandklinikum Meißen, Meissen; Klinik für Neurologie (A.A., M.S.), Klinikum Ernst von Bergmann Potsdam; Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson (G.E., D.G.), Beelitz-Heilstätten, Beelitz; Klinik und Poliklinik für Neurologie der Universität Regensburg am medbo Bezirksklinikum Regensburg (Z.K., E.T.); Klinik für Neurologie (W.M., S.P.), Universitätsklinikum Schleswig-Holstein, Campus Kiel; Klinik für Neurologie (P.P.-G., S.W.), Christophorus-Klinik Dülmen; Parkinson Fachklinik Haag i. OB (V.R., J.S.); Klinik und Poliklinik für Neurologie (S.B., A.F.), Universitätsmedizin Greifswald; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (A.F.), Standort Rostock/Greifswald; Neurologische Klinik und Poliklinik (C.W.I.), Universitätsklinikum Würzburg; Klinik für Neurologie (P.K.), Charité-Universitätsmedizin Berlin; Klinik für Neurologie (A.A.K.), Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin; Gertrudis-Klinik Biskirchen (I.C.), Parkinson-Zentrum, Leun-Biskirchen; Klinik für Neurologie und Gerontoneurologie (B. Herting, S.v.d.L.), DIAKONEO Diak Klinikum, Diakonie-Klinikum Schwäbisch Hall; Klinik für Neurologie (A.A.B., R.L.), Marienhaus Klinikum St. Wendel-Ottweiler; Parkinson-Klinik Ortenau (W.H.J., J.K.), Wolfach; Institut für KI und Informatik in der Medizin (B. Haller), Klinikum rechts der Isar der TU München, Munich; Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE) (P.L.), Standort München, Munich; and Munich Cluster for Systems Neurology (SyNergy) (P.L.), Germany.
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Borovečki F, Perković R, Kovacs N, LeWitt PA, Bar MR, Katzenschlager R. Are Parkinson's disease patients referred too late for device-aided therapies and how can better informed and earlier referrals be encouraged? J Neural Transm (Vienna) 2023; 130:1405-1409. [PMID: 37526767 DOI: 10.1007/s00702-023-02680-z] [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: 06/19/2023] [Accepted: 07/25/2023] [Indexed: 08/02/2023]
Abstract
In the advanced Parkinson's disease, motor and non-motor symptoms become more severe and more difficult to treat. Oral therapy may become insufficient in controlling a patient´s motor complications, which results in a substantial deterioration of the patient's quality of life, ability to work and self-reliance. This is when device-aided treatments should be considered and offered, if suitable for a given patient. They include subcutaneous and intestinal infusion therapies, deep brain stimulation and, more recently, MRI-guided focussed ultrasound. Device-aided treatments should be offered in accordance with guidelines and treatment standardization. Also there is a need to ensure availability of treatment and education of patients and physicians.
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Affiliation(s)
- Fran Borovečki
- Department of Neurology, University Hospital Center Zagreb, Zagreb, Croatia
| | - Romana Perković
- Department of Neurology, University Hospital Center Zagreb, Zagreb, Croatia.
| | - Norbert Kovacs
- Department of Neurology, University of Pecs, Pecs, Hungary
| | - Peter A LeWitt
- Department of Neurology, Wayne State University, Detroit, MI, USA
| | - Monika Rudzinska Bar
- Department of Neurology, School of Medicine in Katowice, Medical University of Silesia, Katowice, Poland
| | - Regina Katzenschlager
- Department of Neurology and Karl Landsteiner Institute for Neuroimmunological and Neurodegenerative Disorders, Danube Hospital, Vienna, Austria
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Suppa A, Asci F, Costantini G, Bove F, Piano C, Pistoia F, Cerroni R, Brusa L, Cesarini V, Pietracupa S, Modugno N, Zampogna A, Sucapane P, Pierantozzi M, Tufo T, Pisani A, Peppe A, Stefani A, Calabresi P, Bentivoglio AR, Saggio G. Effects of deep brain stimulation of the subthalamic nucleus on patients with Parkinson's disease: a machine-learning voice analysis. Front Neurol 2023; 14:1267360. [PMID: 37928137 PMCID: PMC10622670 DOI: 10.3389/fneur.2023.1267360] [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: 07/26/2023] [Accepted: 09/20/2023] [Indexed: 11/07/2023] Open
Abstract
Introduction Deep brain stimulation of the subthalamic nucleus (STN-DBS) can exert relevant effects on the voice of patients with Parkinson's disease (PD). In this study, we used artificial intelligence to objectively analyze the voices of PD patients with STN-DBS. Materials and methods In a cross-sectional study, we enrolled 108 controls and 101 patients with PD. The cohort of PD was divided into two groups: the first group included 50 patients with STN-DBS, and the second group included 51 patients receiving the best medical treatment. The voices were clinically evaluated using the Unified Parkinson's Disease Rating Scale part-III subitem for voice (UPDRS-III-v). We recorded and then analyzed voices using specific machine-learning algorithms. The likelihood ratio (LR) was also calculated as an objective measure for clinical-instrumental correlations. Results Clinically, voice impairment was greater in STN-DBS patients than in those who received oral treatment. Using machine learning, we objectively and accurately distinguished between the voices of STN-DBS patients and those under oral treatments. We also found significant clinical-instrumental correlations since the greater the LRs, the higher the UPDRS-III-v scores. Discussion STN-DBS deteriorates speech in patients with PD, as objectively demonstrated by machine-learning voice analysis.
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Affiliation(s)
- Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed Institute, Pozzilli, IS, Italy
| | - Francesco Asci
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed Institute, Pozzilli, IS, Italy
| | - Giovanni Costantini
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - Francesco Bove
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Carla Piano
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Francesca Pistoia
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, Coppito, AQ, Italy
- Neurology Unit, San Salvatore Hospital, Coppito, AQ, Italy
| | - Rocco Cerroni
- Department of System Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Livia Brusa
- Neurology Unit, S. Eugenio Hospital, Rome, Italy
| | - Valerio Cesarini
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
| | - Sara Pietracupa
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
- IRCCS Neuromed Institute, Pozzilli, IS, Italy
| | | | | | | | | | - Tommaso Tufo
- Neurosurgery Unit, Policlinico A. Gemelli University Hospital Foundation IRCSS, Rome, Italy
- Neurosurgery Department, Fakeeh University Hospital, Dubai, United Arab Emirates
| | - Antonio Pisani
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- IRCCS Mondino Foundation, Pavia, Italy
| | | | - Alessandro Stefani
- Department of System Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Paolo Calabresi
- Neurology Unit, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | | | - Giovanni Saggio
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy
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Diao Y, Hu T, Xie H, Fan H, Meng F, Yang A, Bai Y, Zhang J. Premature drug reduction after subthalamic nucleus deep brain stimulation leading to worse depression in patients with Parkinson's disease. Front Neurol 2023; 14:1270746. [PMID: 37928164 PMCID: PMC10620523 DOI: 10.3389/fneur.2023.1270746] [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: 08/07/2023] [Accepted: 09/26/2023] [Indexed: 11/07/2023] Open
Abstract
Background Reduction of medication in Parkinson's disease (PD) following subthalamic nucleus deep brain stimulation (STN-DBS) has been recognized, but the optimal timing for medication adjustments remains unclear, posing challenges in postoperative patient management. Objective This study aimed to provide evidence for the timing of medication reduction post-DBS using propensity score matching (PSM). Methods In this study, initial programming and observation sessions were conducted over 1 week for patients 4-6 weeks postoperatively. Patients were subsequently categorized into medication reduction or non-reduction groups based on their dyskinesia evaluation using the 4.2-item score from the MDS-UPDRS-IV. PSM was employed to maintain baseline comparability. Short-term motor and neuropsychiatric symptom assessments for both groups were conducted 3-6 months postoperatively. Results A total of 123 PD patients were included. Baseline balance in motor and non-motor scores was achieved between the two groups based on PSM. Short-term efficacy revealed a significant reduction in depression scores within the non-reduction group compared to baseline (P < 0.001) and a significant reduction compared to the reduction group (P = 0.037). No significant differences were observed in UPDRS-III and HAMA scores between the two groups. Within-group analysis showed improvements in motor symptoms, depression, anxiety, and subdomains in the non-reduction group, while the reduction group exhibited improvements only in motor symptoms. Conclusion This study provides evidence for the timing of medication reduction following DBS. Our findings suggest that early maintenance of medication stability is more favorable for improving neuropsychiatric symptoms.
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Affiliation(s)
- Yu Diao
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Tianqi Hu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Hutao Xie
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Houyou Fan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Fangang Meng
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Functional Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Anchao Yang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Functional Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Yutong Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jianguo Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Functional Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
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Barbero JA, Unadkat P, Choi YY, Eidelberg D. Functional Brain Networks to Evaluate Treatment Responses in Parkinson's Disease. Neurotherapeutics 2023; 20:1653-1668. [PMID: 37684533 PMCID: PMC10684458 DOI: 10.1007/s13311-023-01433-w] [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] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
Network analysis of functional brain scans acquired with [18F]-fluorodeoxyglucose positron emission tomography (FDG PET, to map cerebral glucose metabolism), or resting-state functional magnetic resonance imaging (rs-fMRI, to map blood oxygen level-dependent brain activity) has increasingly been used to identify and validate reproducible circuit abnormalities associated with neurodegenerative disorders such as Parkinson's disease (PD). In addition to serving as imaging markers of the underlying disease process, these networks can be used singly or in combination as an adjunct to clinical diagnosis and as a screening tool for therapeutics trials. Disease networks can also be used to measure rates of progression in natural history studies and to assess treatment responses in individual subjects. Recent imaging studies in PD subjects scanned before and after treatment have revealed therapeutic effects beyond the modulation of established disease networks. Rather, other mechanisms of action may be at play, such as the induction of novel functional brain networks directly by treatment. To date, specific treatment-induced networks have been described in association with novel interventions for PD such as subthalamic adeno-associated virus glutamic acid decarboxylase (AAV2-GAD) gene therapy, as well as sham surgery or oral placebo under blinded conditions. Indeed, changes in the expression of these networks with treatment have been found to correlate consistently with clinical outcome. In aggregate, these attributes suggest a role for functional brain networks as biomarkers in future clinical trials.
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Affiliation(s)
- János A Barbero
- Center for Neurosciences, The Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA
| | - Prashin Unadkat
- Center for Neurosciences, The Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA
- Elmezzi Graduate School of Molecular Medicine, Manhasset, NY, 11030, USA
| | - Yoon Young Choi
- Center for Neurosciences, The Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA
| | - David Eidelberg
- Center for Neurosciences, The Feinstein Institutes for Medical Research, 350 Community Drive, Manhasset, NY, 11030, USA.
- Molecular Medicine and Neurology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA.
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Statz M, Schleuter F, Weber H, Kober M, Plocksties F, Timmermann D, Storch A, Fauser M. Subthalamic nucleus deep brain stimulation does not alter growth factor expression in a rat model of stable dopaminergic deficiency. Neurosci Lett 2023; 814:137459. [PMID: 37625613 DOI: 10.1016/j.neulet.2023.137459] [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: 06/29/2023] [Revised: 08/11/2023] [Accepted: 08/21/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Deep brain stimulation (DBS) of the subthalamic nucleus (STN) has been a highly effective treatment option for mid-to-late-stage Parkinson's disease (PD) for decades. Besides direct effects on brain networks, neuroprotective effects of STN-DBS - potentially via alterations of growth factor expression levels - have been proposed as additional mechanisms of action. OBJECTIVE In the context of clarifying DBS mechanisms, we analyzed brain-derived neurotrophic factor (BDNF) and glial cell line-derived neurotrophic factor (GDNF) levels in the basal ganglia, motor and parietal cortices, and dentate gyrus in an animal model of stable, severe dopaminergic deficiency. METHODS We applied one week of continuous unilateral STN-DBS in a group of stable 6-hydroxydopamine (6-OHDA) hemiparkinsonian rats (6-OHDASTIM) in comparison to a 6-OHDA control group (6-OHDASHAM) as well as healthy controls (CTRLSTIM and CTRLSHAM). BDNF and GDNF levels were determined via ELISAs. RESULTS The 6-OHDA lesion did not result in a persistent alteration in either BDNF or GDNF levels in a model of severe dopaminergic deficiency after completion of the dopaminergic degeneration. STN-DBS modestly increased BDNF levels in the entopeduncular nucleus, but even impaired BDNF and GDNF expression in cortical areas. CONCLUSIONS STN-DBS does not increase growth factor expression when applied to a model of completed, severe dopaminergic deficiency in contrast to other studies in models of modest and ongoing dopaminergic degeneration. In healthy controls, STN-DBS does not influence BDNF or GDNF expression. We consider these findings relevant for clinical purposes since DBS in PD is usually applied late in the course of the disease.
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Affiliation(s)
- Meike Statz
- Department of Neurology, University of Rostock, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - Frederike Schleuter
- Department of Neurology, University of Rostock, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - Hanna Weber
- Department of Neurology, University of Rostock, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - Maria Kober
- Department of Neurology, University of Rostock, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - Franz Plocksties
- Institute of Applied Microelectronics and Computer Engineering, University of Rostock, Albert-Einstein-Str. 26, 18119 Rostock, Germany
| | - Dirk Timmermann
- Institute of Applied Microelectronics and Computer Engineering, University of Rostock, Albert-Einstein-Str. 26, 18119 Rostock, Germany
| | - Alexander Storch
- Department of Neurology, University of Rostock, Gehlsheimer Str. 20, 18147 Rostock, Germany; German Centre for Neurodegenerative Diseases (DZNE) Rostock/Greifswald, Gehlsheimer Str. 20, 18147 Rostock, Germany
| | - Mareike Fauser
- Department of Neurology, University of Rostock, Gehlsheimer Str. 20, 18147 Rostock, Germany.
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Cavallieri F, Campanini I, Gessani A, Budriesi C, Fioravanti V, Di Rauso G, Feletti A, Damiano B, Scaltriti S, Guagnano N, Bardi E, Corni MG, Rossi J, Antonelli F, Cavalleri F, Molinari MA, Contardi S, Menozzi E, Puzzolante A, Vannozzi G, Bergamini E, Pavesi G, Meoni S, Fraix V, Fraternali A, Versari A, Lusuardi M, Biagini G, Merlo A, Moro E, Valzania F. Long-term effects of bilateral subthalamic nucleus deep brain stimulation on gait disorders in Parkinson's disease: a clinical-instrumental study. J Neurol 2023; 270:4342-4353. [PMID: 37208527 DOI: 10.1007/s00415-023-11780-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 04/21/2023] [Accepted: 05/12/2023] [Indexed: 05/21/2023]
Abstract
OBJECTIVE To assess the long-term effects of bilateral subthalamic nucleus deep brain stimulation (STN-DBS) on gait in a cohort of advanced Parkinson's Disease (PD) patients. METHODS This observational study included consecutive PD patients treated with bilateral STN-DBS. Different stimulation and drug treatment conditions were assessed: on-stimulation/off-medication, off-stimulation/off-medication, and on-stimulation/on-medication. Each patient performed the instrumented Timed Up and Go test (iTUG). The instrumental evaluation of walking ability was carried out with a wearable inertial sensor containing a three-dimensional (3D) accelerometer, gyroscope, and magnetometer. This device could provide 3D linear acceleration, angular velocity, and magnetic field vector. Disease motor severity was evaluated with the total score and subscores of the Unified Parkinson Disease Rating Scale part III. RESULTS Twenty-five PD patients with a 5-years median follow-up after surgery (range 3-7) were included (18 men; mean disease duration at surgery 10.44 ± 4.62 years; mean age at surgery 58.40 ± 5.73 years). Both stimulation and medication reduced the total duration of the iTUG and most of its different phases, suggesting a long-term beneficial effect on gait after surgery. However, comparing the two treatments, dopaminergic therapy had a more marked effect in all test phases. STN-DBS alone reduced total iTUG duration, sit-to-stand, and second turn phases duration, while it had a lower effect on stand-to-sit, first turn, forward walking, and walking backward phases duration. CONCLUSIONS This study highlighted that in the long-term after surgery, STN-DBS may contribute to gait and postural control improvement when used together with dopamine replacement therapy, which still shows a substantial beneficial effect.
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Affiliation(s)
- Francesco Cavallieri
- Neuromotor and Rehabilitation Department, Neurology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, Reggio Emilia, Italy
| | - Isabella Campanini
- LAM-Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS Di Reggio Emilia, S. Sebastiano Hospital, Correggio, Italy.
| | - Annalisa Gessani
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Carla Budriesi
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Valentina Fioravanti
- Neuromotor and Rehabilitation Department, Neurology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Giulia Di Rauso
- Neuromotor and Rehabilitation Department, Neurology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Alberto Feletti
- Department of Neurosciences, Biomedicine, and Movement Sciences, Institute of Neurosurgery, University of Verona, Verona, Italy
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile Baggiovara (OCB) Hospital, Modena, Italy
| | - Benedetta Damiano
- LAM-Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS Di Reggio Emilia, S. Sebastiano Hospital, Correggio, Italy
| | - Sara Scaltriti
- LAM-Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS Di Reggio Emilia, S. Sebastiano Hospital, Correggio, Italy
| | - Noemi Guagnano
- LAM-Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS Di Reggio Emilia, S. Sebastiano Hospital, Correggio, Italy
| | - Elisa Bardi
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Maria Giulia Corni
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Jessica Rossi
- Neuromotor and Rehabilitation Department, Neurology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, Reggio Emilia, Italy
| | - Francesca Antonelli
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Francesca Cavalleri
- Division of Neuroradiology, Department of Neuroscience, Nuovo Ospedale Civile S. Agostino Estense, Modena, Italy
| | - Maria Angela Molinari
- Department of Neuroscience, Neurology Unit, S. Agostino Estense Hospital, AziendaOspedaliero-Universitaria di Modena, Modena, Italy
| | - Sara Contardi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Neurologia e Rete Stroke Metropolitana, Ospedale Maggiore, Bologna, Italy
| | - Elisa Menozzi
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK
| | - Annette Puzzolante
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile Baggiovara (OCB) Hospital, Modena, Italy
| | - Giuseppe Vannozzi
- Laboratory of Bioengineering and Neuromechanics, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Rome, Italy
| | - Elena Bergamini
- Laboratory of Bioengineering and Neuromechanics, Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Rome, Italy
| | - Giacomo Pavesi
- Neurosurgery Unit, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile Baggiovara (OCB) Hospital, Modena, Italy
| | - Sara Meoni
- Division of Neurology, Grenoble Alpes University, Centre HospitalierUniversitaire de Grenoble, Grenoble Institute of Neuroscience, Grenoble, France
| | - Valérie Fraix
- Division of Neurology, Grenoble Alpes University, Centre HospitalierUniversitaire de Grenoble, Grenoble Institute of Neuroscience, Grenoble, France
| | | | - Annibale Versari
- Nuclear Medicine Unit, Azienda Unità Sanitaria Locale IRCCS, Reggio Emilia, Italy
| | - Mirco Lusuardi
- Neuromotor and Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, 42015, Reggio Emilia, Italy
| | - Giuseppe Biagini
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Andrea Merlo
- LAM-Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, Azienda USL-IRCCS Di Reggio Emilia, S. Sebastiano Hospital, Correggio, Italy
| | - Elena Moro
- Division of Neurology, Grenoble Alpes University, Centre HospitalierUniversitaire de Grenoble, Grenoble Institute of Neuroscience, Grenoble, France
| | - Franco Valzania
- Neuromotor and Rehabilitation Department, Neurology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
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Gessani A, Cavallieri F, Fioravanti V, Campanini I, Merlo A, Di Rauso G, Damiano B, Scaltriti S, Bardi E, Corni MG, Antonelli F, Cavalleri F, Molinari MA, Contardi S, Menozzi E, Fraternali A, Versari A, Biagini G, Fraix V, Pinto S, Moro E, Budriesi C, Valzania F. Long-term effects of subthalamic nucleus deep brain stimulation on speech in Parkinson's disease. Sci Rep 2023; 13:11462. [PMID: 37454168 PMCID: PMC10349811 DOI: 10.1038/s41598-023-38555-2] [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: 01/06/2023] [Accepted: 07/11/2023] [Indexed: 07/18/2023] Open
Abstract
Bilateral subthalamic nucleus deep brain stimulation (STN-DBS) is an effective treatment in advanced Parkinson's Disease (PD). However, the effects of STN-DBS on speech are still debated, particularly in the long-term follow-up. The objective of this study was to evaluate the long-term effects of bilateral STN-DBS on speech in a cohort of advanced PD patients treated with bilateral STN-DBS. Each patient was assessed before surgery through a neurological evaluation and a perceptual-acoustic analysis of speech and re-assessed in the long-term in different stimulation and drug conditions. The primary outcome was the percentage change of speech intelligibility obtained by comparing the postoperative on-stimulation/off-medication condition with the preoperative off-medication condition. Twenty-five PD patients treated with bilateral STN-DBS with a 5-year follow-up were included. In the long-term, speech intelligibility stayed at the same level as preoperative values when compared with preoperative values. STN-DBS induced a significant acute improvement of speech intelligibility (p < 0.005) in the postoperative assessment when compared to the on-stimulation/off-medication and off-stimulation/off-medication conditions. These results highlight that STN-DBS may handle speech intelligibility even in the long-term.
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Affiliation(s)
- Annalisa Gessani
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Francesco Cavallieri
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Viale Risorgimento 80, 42123, Reggio Emilia, Italy.
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, Modena, Italy.
| | - Valentina Fioravanti
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Viale Risorgimento 80, 42123, Reggio Emilia, Italy
| | - Isabella Campanini
- LAM - Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, San Sebastiano Hospital, Azienda USL-IRCCS di Reggio Emilia, Correggio (Reggio Emilia), Italy
| | - Andrea Merlo
- LAM - Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, San Sebastiano Hospital, Azienda USL-IRCCS di Reggio Emilia, Correggio (Reggio Emilia), Italy
| | - Giulia Di Rauso
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Benedetta Damiano
- LAM - Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, San Sebastiano Hospital, Azienda USL-IRCCS di Reggio Emilia, Correggio (Reggio Emilia), Italy
| | - Sara Scaltriti
- LAM - Motion Analysis Laboratory, Neuromotor and Rehabilitation Department, San Sebastiano Hospital, Azienda USL-IRCCS di Reggio Emilia, Correggio (Reggio Emilia), Italy
| | - Elisa Bardi
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Maria Giulia Corni
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Francesca Antonelli
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Francesca Cavalleri
- Division of Neuroradiology, Department of Neuroscience, Nuovo Ospedale Civile S. Agostino Estense, Modena, Italy
| | - Maria Angela Molinari
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Sara Contardi
- Department of Neurology and Stroke Center, IRCCS Istituto Delle Scienze Neurologiche di Bologna, Maggiore Hospital, Bologna, Italy
| | - Elisa Menozzi
- Department of Clinical and Movement Neurosciences, UCL Queen Square Institute of Neurology, London, UK
| | - Alessandro Fraternali
- Nuclear Medicine Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Annibale Versari
- Nuclear Medicine Unit, Azienda Unità Sanitaria Locale-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Giuseppe Biagini
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Valérie Fraix
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, Grenoble, France
| | - Serge Pinto
- Aix-Marseille Univ, CRNS, LPL, Aix-en-Provence, France
| | - Elena Moro
- Grenoble Alpes University, Division of Neurology, Centre Hospitalier Universitaire de Grenoble, Grenoble Institute of Neuroscience, Grenoble, France
| | - Carla Budriesi
- Neurology Unit, Department of Neuroscience, S. Agostino Estense Hospital, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Franco Valzania
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Viale Risorgimento 80, 42123, Reggio Emilia, Italy
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Pauwels EKJ, Boer GJ. Parkinson's Disease: A Tale of Many Players. Med Princ Pract 2023; 32:155-165. [PMID: 37285828 PMCID: PMC10601631 DOI: 10.1159/000531422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 06/01/2023] [Indexed: 06/09/2023] Open
Abstract
In 2020, more than 9 million patients suffering from Parkinson's disease (PD) were reported worldwide, and studies predict that the burden of this disease will grow substantially in industrial countries. In the last decade, there has been a better understanding of this neurodegenerative disorder, clinically characterized by motor disturbances, impaired balance, coordination, memory difficulties, and behavioral changes. Various preclinical investigations and studies on human postmortem brains suggest that local oxidative stress and inflammation promote misfolding and aggregation of alpha-synuclein within Lewy bodies and cause nerve cell damage. Parallel to these investigations, the familial contribution to the disease became evident from studies on genome-wide association in which specific genetic defects were linked to neuritic alpha-synuclein pathology. As for treatment, currently available pharmacological and surgical interventions may improve the quality of life but do not stop the progress of neurodegeneration. However, numerous preclinical studies have provided insights into the pathogenesis of PD. Their results provide a solid base for clinical trials and further developments. In this review, we discuss the pathogenesis, the prospects, and challenges of synolytic therapy, CRISPR, gene editing, and gene- and cell-based therapy. We also throw light on the recent observation that targeted physiotherapy may help improve the gait and other motor impairments.
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Affiliation(s)
| | - Gerard J. Boer
- Netherlands Institute for Brain Research, Royal Academy of Arts and Sciences, Amsterdam, The Netherlands
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40
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Lang S, Vetkas A, Conner C, Kalia LV, Lozano AM, Kalia SK. Predictors of Future Deep Brain Stimulation Surgery in de novo Parkinson's Disease. Mov Disord Clin Pract 2023; 10:933-942. [PMID: 37332645 PMCID: PMC10272891 DOI: 10.1002/mdc3.13747] [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: 01/11/2023] [Revised: 03/12/2023] [Accepted: 04/02/2023] [Indexed: 06/20/2023] Open
Abstract
Background Deep brain stimulation (DBS) surgery is offered to a subset of Parkinson's disease (PD) patients. It is unclear if there are features at diagnosis that predict future DBS surgery. Objective To assess predictors of eventual DBS surgery in de novo PD patients. Methods Subjects from the Parkinson's Progression Marker Initiative (PPMI) database with newly diagnosed, sporadic PD (n = 416) were identified and stratified by their eventual DBS status (DBS+, n = 43; DBS-, n = 373). A total of 50 baseline clinical, imaging, and biospecimen features were extracted for each subject and cross-validated lasso regression was used for feature reduction. Multivariate logistic regression assessed their relationship with DBS status and a receiver operating characteristic curve evaluated model performance. Linear mixed effect models assessed disease progression over 4 years in DBS+ and DBS- patients. Results Age at symptom onset, Hoehn and Yahr (H&Y) stage, tremor score, and ratio of CSF Tau to amyloid-beta 1-42 (Tau: Ab) were identified as important baseline features for predicting DBS surgery. Each independently predicted DBS surgery (area under the curve = 0.83). DBS- patients had faster memory decline (P < 0.05), while DBS+ patients had faster decline in H&Y stage (P < 0.001) and motor scores (P < 0.05) prior to surgery. Conclusion The identified features may be used for early identification of patients who may be surgical candidates during the course of their disease. Disease progression in these groups reflects surgical eligibility criteria, with DBS- patients having more rapid decline in memory while DBS+ patients experienced a faster decline in motor scores prior to DBS surgery.
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Affiliation(s)
- Stefan Lang
- Division of Neurosurgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
| | - Artur Vetkas
- Division of Neurosurgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
| | - Christopher Conner
- Division of Neurosurgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
| | - Lorraine V. Kalia
- Division of Neurology, Department of MedicineUniversity of TorontoTorontoOntarioCanada
- KITETorontoOntarioCanada
- CRANIATorontoOntarioCanada
| | - Andres M. Lozano
- Division of Neurosurgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
- CRANIATorontoOntarioCanada
- Krembil Brain InstituteUniversity Health NetworkTorontoOntarioCanada
| | - Suneil K. Kalia
- Division of Neurosurgery, Department of SurgeryUniversity of TorontoTorontoOntarioCanada
- KITETorontoOntarioCanada
- CRANIATorontoOntarioCanada
- Krembil Brain InstituteUniversity Health NetworkTorontoOntarioCanada
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Covolo A, Imbalzano G, Artusi CA, Montanaro E, Ledda C, Bozzali M, Rizzone MG, Zibetti M, Martone T, Lopiano L, Romagnolo A. 15-Year Subthalamic Deep Brain Stimulation outcome in a Parkinson's disease patient with Parkin gene mutation: a case report. Neurol Sci 2023:10.1007/s10072-023-06789-7. [PMID: 37032388 DOI: 10.1007/s10072-023-06789-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Accepted: 03/29/2023] [Indexed: 04/11/2023]
Abstract
INTRODUCTION Parkinson's Disease (PD) patients with Parkin gene (PRKN) mutations show good response to subthalamic deep brain stimulation (STN-DBS). Currently, the longest follow-up available of these patients is 6 years. We report a very long-term outcome (more than 15 years) of a STN-DBS-treated patient with a compound heterozygous deletion of exons 3 and 11 of the PRKN gene. CASE REPORT In 1993, a 39-year-old male was diagnosed with PD after the onset of resting tremor. Levodopa was started, and during the following 10 years, he reported good motor symptoms control, with only mild modification of levodopa intake and pramipexole introduction. In 2005, he developed disabling motor fluctuations and dyskinesia. In 2007, he underwent bilateral STN-DBS, with a marked improvement of motor symptoms and fluctuations during the following years. After 6 years, he reported mild motor fluctuations, improved after stimulation and treatment modifications. After 10 years he showed diphasic dyskinesias, feet dystonia, postural instability, and gambling (resolved after pramipexole discontinuation). In 2018, he developed a non-amnestic single-domain mild cognitive impairment (MCI). In 2023, after more than 15 years of STN-DBS, motor symptoms and fluctuations are still well controlled. He reports mild dysphagia, mild depression, and multiple-domain MCI. His quality of life is better than before surgery, and he still reports a subjective significant improvement from STN-DBS. CONCLUSION Confirming the very long-term efficacy of STN-DBS in PRKN-mutated patients, our case report underlines their peculiar suitability for surgical treatment.
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Affiliation(s)
- Anna Covolo
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Gabriele Imbalzano
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Carlo Alberto Artusi
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Elisa Montanaro
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Claudia Ledda
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Marco Bozzali
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
- Department of Neuroscience, Brighton & Sussex Medical School, University of Sussex, Brighton, East Sussex, UK
| | - Mario Giorgio Rizzone
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Maurizio Zibetti
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Tiziana Martone
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
| | - Leonardo Lopiano
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy
| | - Alberto Romagnolo
- Department of Neuroscience "Rita Levi Montalcini", University of Torino, Via Cherasco 15, 10126, Torino, Italy.
- Neurology 2 Unit, AOU Città della Salute e della Scienza, Corso Bramante 88, 10126, Torino, Italy.
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Jiang JL, Chen SY, Tsai ST, Ma YC, Wang JH. Long-Term Effects of Subthalamic Stimulation on Motor Symptoms and Quality of Life in Patients with Parkinson's Disease. Healthcare (Basel) 2023; 11:healthcare11060920. [PMID: 36981577 PMCID: PMC10048478 DOI: 10.3390/healthcare11060920] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Revised: 03/02/2023] [Accepted: 03/21/2023] [Indexed: 03/30/2023] Open
Abstract
Parkinson's disease (PD) is a progressive neurodegenerative disorder affecting both motor functions and quality of life (QoL). This study compared motor symptoms and QoL in patients with PD before and at 1 and 5 years after subthalamic nucleus deep brain stimulation (STN-DBS) surgery in Taiwan. This study included 53 patients with PD undergoing STN-DBS. The motor symptoms improved by 39.71 ± 26.52% and 18.83 ± 37.15% in the Unified Parkinson's Disease Rating Scale (UPDRS) part II and by 36.83 ± 22.51% and 22.75 ± 36.32% in the UPDRS part III at 1 and 5 years after STN-DBS in the off-medication/on-stimulation state, respectively. The Hoehn and Yahr stage significantly improved at the 1-year follow-up but declined progressively and returned to the baseline stage 5 years post-surgery. The Schwab and England Activities of Daily Living improved and sustained for 5 years following STN-DBS. Levodopa equivalent daily dose decreased by 35.32 ± 35.87% and 15.26 ± 65.76% at 1 and 5 years post-surgery, respectively. The QoL revealed significant improvement at 1 year post-surgery; however, patients regressed to near baseline levels 5 years post-surgery. The long-term effects of STN-DBS on motor symptoms were maintained over 5 years after STN-DBS surgery. At the same time, STN-DBS had no long-lasting effect on QoL. The study findings will enable clinicians to become more aware of visible and invisible manifestations of PD.
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Affiliation(s)
- Jiin-Ling Jiang
- Department of Nursing, Tzu Chi University, Hualien 97004, Taiwan
| | - Shin-Yuan Chen
- School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
- Department of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 97004, Taiwan
| | - Sheng-Tzung Tsai
- School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
- Department of Neurosurgery, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 97004, Taiwan
| | - Yu-Chin Ma
- Department of Nursing, Tzu Chi University, Hualien 97004, Taiwan
| | - Jen-Hung Wang
- Department of Medical Research, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien 97004, Taiwan
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Morelli N, Summers RLS. Association of subthalamic beta frequency sub-bands to symptom severity in patients with Parkinson's disease: A systematic review. Parkinsonism Relat Disord 2023; 110:105364. [PMID: 36997437 DOI: 10.1016/j.parkreldis.2023.105364] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 03/08/2023] [Accepted: 03/10/2023] [Indexed: 03/29/2023]
Abstract
OBJECTIVE Local field potentials (LFP), specifically beta (13-30Hz) frequency measures, have been found to be associated with motor dysfunction in people with Parkinson's disease (PwPD). A consensus on beta subband (low- and high-beta) relationships to clinical state or therapy response has yet to be determined. The objective of this review is to synthesize literature reporting the association of low- and high-beta characteristics to clinical ratings of motor symptoms in PwPD. METHODS A systematic search of existing literature was completed using EMBASE. Articles which collected subthalamic nucleus (STN) LFPs using macroelectrodes in PwPD, analyzed low- (13-20 Hz) and high-beta (21-35 Hz) bands, collected UPDRS-III, and reported correlational strength or predictive capacity of LFPs to UPDRS-III scores. RESULTS The initial search yielded 234 articles, with 11 articles achieving inclusion. Beta measures included power spectral density, peak characteristics, and burst characteristics. High-beta was a significant predictor of UPDRS-III responses to therapy in 5 (100%) articles. Low-beta was significantly associated with UPDRS-III total score in 3 (60%) articles. Low- and high-beta associations to UPDRS-III subscores were mixed. CONCLUSION This systematic review reinforces previous reports that beta band oscillatory measures demonstrate a consistent relationship to Parkinsonian motor symptoms and ability to predict motor response to therapy. Specifically, high-beta, demonstrated a consistent ability to predict UPDRS-III responses to common PD therapies, while low-beta measures were associated with general Parkinsonian symptom severity. Continued research is needed to determine which beta subband demonstrates the greatest association to motor symptom subtypes and potentially offers clinical utility toward LFP-guided DBS programming and adaptive DBS.
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Zhang Y, Chen L, Sun B, Wang X, Wang J, Wang J, Woods J, Stromberg K, Shang H. Quality of Life and Motor Outcomes in Patients With Parkinson's Disease 12 Months After Deep Brain Stimulation in China. Neuromodulation 2023; 26:443-450. [PMID: 36411150 DOI: 10.1016/j.neurom.2022.10.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 10/19/2022] [Accepted: 10/19/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Long-term levodopa use is frequently associated with fluctuations in motor response and can have a serious adverse effect on the quality of life (QoL) of patients with Parkinson's disease (PD). Deep brain stimulation (DBS) is effective in improving symptoms of diminished levodopa responsiveness. QoL improvements with DBS have been shown in several randomized control trials, mostly in Europe and the United States; however, there is a need for evidence from regions around the world. OBJECTIVE The study aimed to demonstrate improvement in PD-related QoL in patients undergoing DBS in a prospective, multicenter study conducted in China. MATERIALS AND METHODS To evaluate the effect of neurostimulation on the QoL of patients with PD, a Parkinson's Disease Questionnaire (PDQ-8); Unified Parkinson's Disease Rating Scale (UPDRS) I, II, III, and IV; and EuroQol 5-dimension questionnaire (EQ-5D) were administered at baseline and 12 months after DBS implantation. The mean change and percent change from baseline were reported for these clinical outcomes. RESULTS Assessments were completed for 85 of the 89 implanted patients. DBS substantially improved patients' QoL and function. Implanted patients showed statistically significant mean improvement in PDQ-8 and UPDRS III (on stimulation/off medication). In the patients who completed the 12-month follow-up visit, the percent change was -22.2% for PDQ-8 and -51.6% for UPDRS III (on stimulation/off medication). Percent change from baseline to 12 months for UPDRS I, II, III, and IV and EQ-5D were -16.8%, -39.4%, -18.5%, and -50.0% and 22.7%, respectively. The overall rate of incidence for adverse events was low at 15.7%. Favorable outcomes were also reported based on patient opinion; 95.3% were satisfied with DBS results. CONCLUSIONS These data were comparable to other studies around the world and showed alignment with the ability of DBS to meaningfully improve the QoL of patients with PD. More studies investigating DBS therapy for patients with PD are necessary to accurately characterize clinical outcomes for the global PD population. CLINICAL TRIAL REGISTRATION The ClinicalTrials.gov registration number for this study is NCT02937688.
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Affiliation(s)
- Yuqing Zhang
- Department of Functional Neurosurgery, Xuan Wu Hospital Affiliated to Capital Medical University, Beijing, China
| | - Ling Chen
- Department of Neurology, the First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Bomin Sun
- Department of Functional Neurosurgery, Ruijin Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuelian Wang
- Department of Neurosurgery, Tangdu Hospital of Air Force Military Medical University, Xi'an, China
| | - Jun Wang
- Department of Neurosurgery, the First Hospital of China Medical University, Shenyang, China
| | - Jian Wang
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Jacklyn Woods
- Medtronic Core Clinical Solutions Department, Medtronic Inc, Minneapolis, MN, USA
| | | | - Huifang Shang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China.
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Kim A, Kim HJ, Kim A, Kim Y, Kim A, Ong JNA, Park HR, Paek SH, Jeon B. The mortality of patients with Parkinson's disease with deep brain stimulation. Front Neurol 2023; 13:1099862. [PMID: 36726749 PMCID: PMC9885091 DOI: 10.3389/fneur.2022.1099862] [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: 11/16/2022] [Accepted: 12/19/2022] [Indexed: 01/17/2023] Open
Abstract
Background Deep brain stimulation (DBS) of the subthalamic nucleus (STN) is effective in improving motor function in patients with Parkinson's disease (PD). This study aimed to investigate mortality associated with bilateral STN DBS in patients with PD and to assess the factors associated with mortality and causes of death after DBS. Methods We reviewed the medical records of 257 patients with PD who underwent bilateral STN DBS at the Movement Disorder Center at Seoul National University Hospital between March 2005 and November 2018. Patients were evaluated preoperatively, at 3, 6, and 12 months after surgery and annually thereafter. The cause and date of death were obtained from interviews with caregivers or from medical certificates at the last follow-up. Results Of the 257 patients with PD, 48 patients (18.7%) died, with a median time of death of 11.2 years after surgery. Pneumonia was the most common cause of death. Older age of disease onset, preoperative falling score while on medication, and higher preoperative total levodopa equivalent daily dose were associated with a higher risk of mortality in time-dependent Cox regression analysis. Conclusion These results confirm the mortality outcome of STN DBS in patients with advanced PD.
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Affiliation(s)
- Ahro Kim
- Department of Neurology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea
| | - Han-Joon Kim
- Department of Neurology, College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Aryun Kim
- Department of Neurology, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Yoon Kim
- Department of Neurology, Young Tong Hyo Hospital, Suwon, Republic of Korea
| | - Ahwon Kim
- Department of Neurology, College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jed Noel A. Ong
- Department of Neurosciences, Makati Medical Center, Makati, Philippines
| | - Hye Ran Park
- Department of Neurosurgery, Soonchunhyang University Seoul Hospital, Seoul, Republic of Korea
| | - Sun Ha Paek
- Department of Neurosurgery, College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea,Sun Ha Paek ✉
| | - Beomseok Jeon
- Department of Neurology, College of Medicine, Seoul National University Hospital, Seoul, Republic of Korea,*Correspondence: Beomseok Jeon ✉
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Hwang YS, Jo S, Lee SH, Kim N, Kim MS, Jeon SR, Chung SJ. Long-term motor outcomes of deep brain stimulation of the globus pallidus interna in Parkinson's disease patients: Five-year follow-up. J Neurol Sci 2023; 444:120484. [PMID: 36463584 DOI: 10.1016/j.jns.2022.120484] [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: 05/29/2022] [Revised: 07/26/2022] [Accepted: 10/25/2022] [Indexed: 12/05/2022]
Abstract
BACKGROUND Deep brain stimulation (DBS) of globus pallidus interna (GPi) is an established treatment for advanced Parkinson's disease (PD). However, in contrast to subthalamic nucleus (STN)-DBS, long-term outcomes of GPi-DBS have rarely been studied. OBJECTIVE We investigated the long-term motor outcomes in PD patients at 5 years after GPi-DBS. METHODS We retrospectively analyzed the clinical data for PD patients who underwent GPi-DBS. Longitudinal changes of UPDRS scores from baseline to 5 years after surgery were assessed. RESULTS Forty PD patients with a mean age of 59.5 ± 7.9 years at DBS surgery (mean duration of PD: 11.4 ± 3.4 years) were included at baseline and 25 patients were included in 5-year evaluation after DBS. Compared to baseline, sub-scores for tremor, levodopa-induced dyskinesia (LID), and motor fluctuation indicated improved states up to 5 years after surgery (p < 0.001). However, UPDRS Part 3 total score and sub-score for postural instability and gait disturbance (PIGD) gradually worsened over time until 5 years after surgery (p > 0.017 after Bonferroni correction). In a logistic regression model, only preoperative levodopa response was associated with the long-term benefits on UPDRS Part 3 total score and PIGD sub-score (OR = 1.20; 95% CI = 1.04-1.39; p = 0.015 and OR = 4.99; 95% CI = 1.39-17.89; p = 0.014, respectively). CONCLUSIONS GPi-DBS provides long-term beneficial effects against tremor, motor fluctuation and LID, but PIGD symptoms gradually worsen. This selective long-term benefit has implications for the optimal application of DBS in PD patients.
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Affiliation(s)
- Yun Su Hwang
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea; Department of Neurology, Jeonbuk National University Medical School and Hospital, Jeonju, South Korea; Research Institute of Clinical Medicine of Jeonbuk National University - Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, South Korea
| | - Sungyang Jo
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Seung Hyun Lee
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Nayoung Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Mi-Sun Kim
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Sang Ryong Jeon
- Department of Neurosurgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Sun Ju Chung
- Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
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Xiao B, Tan EK. Thalamic pathways mediating motor and non-motor symptoms in a Parkinson's disease model. Trends Neurosci 2023; 46:1-2. [PMID: 36207171 DOI: 10.1016/j.tins.2022.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 09/22/2022] [Indexed: 12/28/2022]
Abstract
In a recent study, Zhang, Roy, and colleagues have shown that neurons in the parafascicular (PF) thalamus project to three distinct neural structures in the basal ganglia. The neural circuits identified in the study were associated with specific motor and non-motor symptoms in a Parkinson's disease (PD) mouse model. The findings provide potential actionable therapeutic targets for this disease.
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Affiliation(s)
- Bin Xiao
- Department of Neurology, National Neuroscience Institute, Singapore
| | - Eng-King Tan
- Department of Neurology, National Neuroscience Institute, Singapore; Neuroscience and Behavioral Disorders Program, Duke-NUS Medical School, Singapore.
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Corcoran J, Huang AH, Miyasaki JM, Tarolli CG. Palliative care in Parkinson disease and related disorders. HANDBOOK OF CLINICAL NEUROLOGY 2023; 191:107-128. [PMID: 36599503 DOI: 10.1016/b978-0-12-824535-4.00017-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Although neuropalliative care is a relatively new field, there is increasing evidence for its use among the degenerative parkinsonian syndromes, including idiopathic Parkinson disease, progressive supranuclear palsy, multiple system atrophy, dementia with Lewy bodies, and corticobasal syndrome. This chapter outlines the current state of evidence for palliative care among individuals with the degenerative parkinsonian syndromes with discussion surrounding: (1) disease burden and needs across the conditions; (2) utility, timing, and methods for advance care planning; (3) novel care models for the provision of palliative care; and 4) end-of-life care issues. We also discuss currently unmet needs and unanswered questions in the field, proposing priorities for research and the assessment of implemented care models.
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Affiliation(s)
- Jennifer Corcoran
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
| | - Andrew H Huang
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States
| | - Janis M Miyasaki
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, AB, Canada
| | - Christopher G Tarolli
- Department of Neurology, University of Rochester Medical Center, Rochester, NY, United States.
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Lamotte G, Singer W. Synucleinopathies. HANDBOOK OF CLINICAL NEUROLOGY 2023; 196:175-202. [PMID: 37620069 DOI: 10.1016/b978-0-323-98817-9.00032-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/26/2023]
Abstract
The α-synucleinopathies include pure autonomic failure, multiple system atrophy, dementia with Lewy bodies, and Parkinson disease. The past two decades have witnessed significant advances in the diagnostic strategies and symptomatic treatment of motor and nonmotor symptoms of the synucleinopathies. This chapter provides an in-depth review of the pathophysiology, pathology, genetic, epidemiology, and clinical and laboratory autonomic features that distinguish the different synucleinopathies with an emphasis on autonomic failure as a common feature. The treatment of the different synucleinopathies is discussed along with the proposal for multidisciplinary, individualized care models that optimally address the various symptoms. There is an urgent need for clinical scientific studies addressing patients at risk of developing synucleinopathies and the investigation of disease mechanisms, biomarkers, potential disease-modifying therapies, and further advancement of symptomatic treatments for motor and nonmotor symptoms.
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Affiliation(s)
- Guillaume Lamotte
- Department of Neurology, University of Utah, Salt Lake City, UT, United States
| | - Wolfgang Singer
- Department of Neurology, Mayo Clinic, Rochester, MN, United States.
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Bove F, Genovese D, Petracca M, Tufo T, Pisani D, Lo Monaco MR, Bentivoglio AR, Calabresi P, Piano C. STN-DBS does not increase the risk of sialorrhea in patients with advanced Parkinson’s disease. NPJ Parkinsons Dis 2022; 8:85. [PMID: 35768423 PMCID: PMC9243012 DOI: 10.1038/s41531-022-00348-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 05/31/2022] [Indexed: 11/09/2022] Open
Abstract
The aims of this study were to assess the incidence rate and risk factors for sialorrhea in the long-term follow-up in a cohort of 132 patients with advanced Parkinson’s disease [88 with deep brain stimulation (DBS) and 44 on medical treatment]. The incidence rate of sialorrhea did not differ between the two groups; male sex, Hoehn and Yahr stage and dysphagia resulted risk factors for sialorrhea. These findings indicate that DBS does not increase the risk of developing sialorrhea.
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