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Fujita H, Ogaki K, Shiina T, Sakuramoto H, Nozawa N, Suzuki K. Impact of autonomic symptoms on the clinical course of Parkinson's disease. Neurol Sci 2024; 45:3799-3807. [PMID: 38400889 DOI: 10.1007/s10072-024-07422-x] [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: 12/29/2023] [Accepted: 02/20/2024] [Indexed: 02/26/2024]
Abstract
PURPOSE Patients with Parkinson's disease (PD) exhibit various degrees of autonomic symptoms, which may be associated with Lewy body pathology distributed extensively in the autonomic nervous system. We hypothesized that the severity of autonomic symptoms reflects the severity of PD-related pathology, resulting in poor outcomes. The purpose of this study was to evaluate the impact of autonomic symptoms on PD progression. METHODS We conducted a follow-up study among consecutive patients with PD at Dokkyo Medical University Hospital. Patients underwent comprehensive baseline evaluations and were classified into high and low autonomic symptom groups using the Scale for Outcomes in Parkinson's Disease-Autonomic (SCOPA-AUT). The Kaplan‒Meier survival curves were used to analyze the time to discontinuation of their visits because of PD-related endpoints and to evaluate the association with high SCOPA-AUT scores. RESULTS Of the 101 patients, 74 (73%) met the inclusion criteria. During the follow-up period (mean 1654 days), 22/74 patients reached PD-related endpoints (death, 4; hospitalization, 9; nursing home institutionalization, 9). PD patients with high SCOPA-AUT scores reached the endpoints faster than those with low SCOPA-AUT scores. A high SCOPA-AUT score, including gastrointestinal, urinary, and thermoregulation domains; high motor symptom scores; and low specific binding ratios (SBRs) on 123I FP-CIT-SPECT (DAT-SPECT) were associated with reaching PD-related endpoints. A high SCOPA-AUT score was associated with reaching the endpoints even after adjustment for covariates. CONCLUSIONS Patients with high autonomic symptom scores had a greater risk of reaching PD-related endpoints than patients with low autonomic symptom scores.
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Affiliation(s)
- Hiroaki Fujita
- Department of Neurology, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsuga, Tochigi, 321-0293, Japan.
| | - Keitaro Ogaki
- Department of Neurology, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsuga, Tochigi, 321-0293, Japan
| | - Tomohiko Shiina
- Department of Neurology, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsuga, Tochigi, 321-0293, Japan
| | - Hirotaka Sakuramoto
- Department of Neurology, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsuga, Tochigi, 321-0293, Japan
| | - Narihiro Nozawa
- Department of Neurology, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsuga, Tochigi, 321-0293, Japan
| | - Keisuke Suzuki
- Department of Neurology, Dokkyo Medical University, 880 Kitakobayashi, Mibu, Shimotsuga, Tochigi, 321-0293, Japan
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Bovenzi R, Conti M, Simonetta C, Bissacco J, Mascioli D, Michienzi V, Pieri M, Cerroni R, Liguori C, Pierantozzi M, Stefani A, Mercuri NB, Schirinzi T. Contribution of testosterone and estradiol in sexual dimorphism of early-onset Parkinson's disease. J Neural Transm (Vienna) 2024:10.1007/s00702-024-02811-0. [PMID: 39052119 DOI: 10.1007/s00702-024-02811-0] [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: 05/06/2024] [Accepted: 07/19/2024] [Indexed: 07/27/2024]
Abstract
Early-onset Parkinson's disease (EOPD) occurs during the fertile life, when circulating neuroactive sex hormones might enhance the sexual dimorphism of the disease. Here, we aimed to examine how sex hormones can contribute to sex differences in EOPD patients. A cohort of 34 EOPD patients, 20 males and 14 females, underwent comprehensive clinical evaluation of motor and non-motor disturbances. Blood levels of estradiol, total testosterone, follicle-stimulating hormone, and luteinizing hormone were measured in all patients and correlated to clinical features. We found that female patients exhibited greater non-motor symptoms and a relatively higher rate of dystonia than males. In females, lower estradiol levels accounted for higher MDS-UPDRS-II and III scores and more frequent motor complications, while lower testosterone levels were associated with a major occurrence of dystonia. In male patients, no significant correlations emerged. In conclusion, this study highlighted the relevance of sex hormone levels in the sexual dimorphism and unique phenotype of EOPD.
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Affiliation(s)
- Roberta Bovenzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Matteo Conti
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Clara Simonetta
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Jacopo Bissacco
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Davide Mascioli
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Vito Michienzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Massimo Pieri
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
- Department of Clinical Biochemistry, Tor Vergata University Hospital, Rome, Italy
| | - Rocco Cerroni
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Claudio Liguori
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Mariangela Pierantozzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Alessandro Stefani
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
- UOSD Parkinson Centre, Tor Vergata University Hospital, Rome, Italy
| | - Nicola Biagio Mercuri
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy
| | - Tommaso Schirinzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier, Rome, 00133, Italy.
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Park M, Kim HJ, Baik K, Na HK, Lee YG, Yoon SH, Jeong SH, Chung SJ, Shin HW, Lyoo CH, Sohn YH, Lee PH. Association between striatal amyloid deposition and motor prognosis in Parkinson's disease. Eur J Neurol 2024:e16364. [PMID: 39034046 DOI: 10.1111/ene.16364] [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: 11/21/2023] [Revised: 03/18/2024] [Accepted: 05/12/2024] [Indexed: 07/23/2024]
Abstract
BACKGROUND AND PURPOSE The co-occurrence of amyloid-β pathology in Parkinson's disease (PD) is common; however, the role of amyloid-β deposition in motor prognosis remains elusive. This study aimed to investigate the association between striatal amyloid deposition, motor complications and motor prognosis in patients with PD. METHODS Ninety-six patients with PD who underwent 18F florbetaben (FBB) positron emission tomography were retrospectively assessed. The ratio of the striatum to global (STG) FBB uptake was obtained for each individual, and patients were allotted into low and high STG groups according to the median value. The effect of STG group on regional amyloid deposition, the occurrence of motor complications and longitudinal change in levodopa equivalent dose (LED) requirement were investigated after controlling for age, sex, LED and disease duration at FBB scan. RESULTS The high STG group was associated with lower cortical FBB uptake in the parietal, occipital and posterior cingulate cortices and higher striatal FBB uptake compared to the low STG group. Patients in the high STG group had a higher risk of developing wearing off and levodopa-induced dyskinesia than those in the low STG group, whereas the risk for freezing of gait was comparable between the two groups. The high STG group showed a more rapid increase in LED requirements over time than the low STG group. CONCLUSIONS These findings suggest that relatively high striatal amyloid deposition is associated with poor motor outcomes in patients with PD.
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Affiliation(s)
- Mincheol Park
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Gwangmyeong Hospital, Chung-Ang University College of Medicine, Gwangmyeong, Republic of Korea
| | - Hyun Joo Kim
- Department of Nuclear Medicine, Korea University Anam Hospital, Seoul, Republic of Korea
| | - Kyoungwon Baik
- Department of Neurology, Korea University Anam Hospital, Seoul, Republic of Korea
| | - Han Kyu Na
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young-Gun Lee
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Ilsan Paik Hospital, Inje University College of Medicine, Goyang, Republic of Korea
| | - So Hoon Yoon
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Catholic Kwandong University International St. Mary's Hospital, Incheon, Republic of Korea
| | - Seong Ho Jeong
- Department of Neurology, Inje University Sanggye Paik Hospital, Seoul, Republic of Korea
| | - Seok Jong Chung
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hae-Won Shin
- Department of Neurology, Chung-Ang University College of Medicine, Seoul, Republic of Korea
| | - Chul Hyoung Lyoo
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Neurology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Young H Sohn
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Phil Hyu Lee
- Department of Neurology, Yonsei University College of Medicine, Seoul, Republic of Korea
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Fukasawa T, Nakanishi E, Shimoda H, Shinoda K, Ito S, Asada S, Yoshida S, Tanaka-Mizuno S, Mizuno K, Takahashi R, Kawakami K. Adherence to istradefylline in patients with Parkinson's disease: A group-based trajectory analysis. J Neurol Sci 2024; 462:123092. [PMID: 38925070 DOI: 10.1016/j.jns.2024.123092] [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: 01/25/2024] [Revised: 05/29/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Understanding the different patterns of adherence to istradefylline treatment is essential to identifying Parkinson's disease (PD) patients who might benefit from targeted interventions. OBJECTIVES This descriptive study aimed to identify longitudinal istradefylline adherence patterns and to characterize factors associated with them. METHODS We identified PD patients aged 21-99 years who initiated istradefylline treatment in a Japanese hospital administrative database. Group-based trajectory modeling was used to model the monthly proportion of days covered over time to identify distinct 360-day adherence patterns. Factors associated with each adherence pattern were assessed using univariable multinomial logistic regression models. RESULTS Of 2088 eligible PD patients, 4 distinct adherence groups were identified: consistently high adherence (56.8%); rapidly declining adherence (25.8%); gradually declining adherence (8.5%); and gradually declining and then recovering adherence (9.0%). Compared to the consistently high adherence group, the other groups had the following characteristics associated with a likelihood of lower adherence: the rapidly declining adherence group received fewer dopamine agonists (63.8% vs. 69.4%), monoamine oxidase B (MAO-B) inhibitors (26.8% vs. 31.6%), and catechol-O-methyl transferase inhibitors (31.6% vs. 37.0%) and had a higher prevalence of anxiety/mood disorders (29.9% vs. 24.6%); the gradually declining adherence group received fewer MAO-B inhibitors (22.5% vs. 31.6%) and amantadine (8.4% vs. 16.1%) and had a higher prevalence of mild cognitive impairment/dementia (27.0% vs. 18.8%); and the declining and then recovering adherence group had a higher prevalence of anxiety/mood disorders (34.2% vs. 24.6%). CONCLUSIONS Clinicians should be aware of the heterogeneous patterns of adherence to istradefylline.
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Affiliation(s)
- Toshiki Fukasawa
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan; Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Etsuro Nakanishi
- Department of Neurology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Hiroo Shimoda
- Medical Affairs Department, Kyowa Kirin Co., Ltd., Tokyo, Japan
| | - Katsumi Shinoda
- Medical Affairs Department, Kyowa Kirin Co., Ltd., Tokyo, Japan
| | - Satoru Ito
- Medical Affairs Department, Kyowa Kirin Co., Ltd., Tokyo, Japan; Pharmacovigilance Division, Kyowa Kirin Co., Ltd., Tokyo, Japan
| | - Shinji Asada
- Medical Affairs Department, Kyowa Kirin Co., Ltd., Tokyo, Japan
| | - Satomi Yoshida
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Sachiko Tanaka-Mizuno
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan; Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Kayoko Mizuno
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan; Department of Digital Health and Epidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan
| | - Ryosuke Takahashi
- Department of Neurology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Koji Kawakami
- Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, Japan.
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Barreh GA, Sghaier I, Abida Y, Gharbi A, Nasri A, Mrabet S, Souissi A, Djebara MB, Trabelsi S, Kacem I, Gargouri-Berrechid A, Gouider R. The Impact of LRRK2 G2019S on Parkinson's Disease: Clinical Phenotype and Treatment in Tunisian Patients. J Mov Disord 2024; 17:294-303. [PMID: 38649328 PMCID: PMC11300391 DOI: 10.14802/jmd.23276] [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: 12/30/2023] [Revised: 03/24/2024] [Accepted: 04/19/2024] [Indexed: 04/25/2024] Open
Abstract
OBJECTIVE LRRK2-G2019S is the most frequent mutation in North African Parkinson's disease (PD) patients. Data on its impact on disease progression and treatment response remain elusive. Therefore, we investigated the clinical features, treatments, and complications of PD in Tunisian patients according to their LRRK2-G2019S profile. METHODS This longitudinal retrospective study was performed in the Department of Neurology, Razi University Hospital. We included clinically diagnosed PD patients according to the Movement Disorders Society criteria and reviewed their medical records for clinical, treatment, and neuropsychological assessments. All patients were screened for the LRRK2-G2019S mutation using Sanger sequencing. The correlation between LRRK2-G2019S and clinical PD features was evaluated. RESULTS We included 393 PD patients, 41.5% of whom had LRRK2-G2019S mutations. Patients with mutations were younger (p = 0.017), and female PD patients had a greater mutation frequency (p = 0.008). Mutation carriers exhibited distinct clinical features, with a greater frequency of postural instability gait difficulty forms (adjusted-p < 0.001). During disease progression, carriers showed a faster annual progression in the Unified Parkinson's Disease Rating Scale Section III scores (adjusted-p = 0.009), and significantly higher levodopa equivalent dose values in later stages (1060.81 vs. 877.83 for 6-8 years). Motor complications, such as dyskinesia (adjusted-p < 0.001) and motor fluctuations (31.9% vs. 25.7%, adjusted-p < 0.001), were more prevalent in carriers, particularly in the later stages. LRRK2-G2019S carriers also exhibited a lower prevalence of non-motor symptoms, including episodic memory (adjusted-p < 0.001), attention (adjusted-p < 0.001), and dysexecutive disorders (adjusted-p = 0.038), as well as neuropsychiatric symptoms and dysautonomic signs. CONCLUSION The present study demonstrated that the variability of the clinical profile among Tunisian PD patients was explained by the incomplete penetrance of LRRK2-G2019S, which increased with age. Further studies using biomarker and disease progression data are necessary to improve PD management.
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Affiliation(s)
- Guedi Ali Barreh
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
| | - Ikram Sghaier
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
| | - Youssef Abida
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Alya Gharbi
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Amina Nasri
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Saloua Mrabet
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Amira Souissi
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Mouna Ben Djebara
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Sameh Trabelsi
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Clinical Pharmacology Department, National Center of Pharmacovigilance, Tunis, Tunisia
- Research Laboratory of Clinical and Experimental Pharmacology LR16SP02, Tunis, Tunisia
| | - Imen Kacem
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Amina Gargouri-Berrechid
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Riadh Gouider
- Neurology Department, LR18SP03, Razi University Hospital, Tunis, Tunisia
- Clinical Investigation Center (CIC) “Neurosciences and Mental Health”, Razi University Hospital, Tunis, Tunisia
- Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
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Barbosa R, Mendonça M, Bastos P, Pita Lobo P, Valadas A, Correia Guedes L, Ferreira JJ, Rosa MM, Matias R, Coelho M. 3D Kinematics Quantifies Gait Response to Levodopa earlier and to a more Comprehensive Extent than the MDS-Unified Parkinson's Disease Rating Scale in Patients with Motor Complications. Mov Disord Clin Pract 2024; 11:795-807. [PMID: 38610081 PMCID: PMC11233852 DOI: 10.1002/mdc3.14016] [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: 09/17/2023] [Revised: 01/20/2024] [Accepted: 02/13/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Quantitative 3D movement analysis using inertial measurement units (IMUs) allows for a more detailed characterization of motor patterns than clinical assessment alone. It is essential to discriminate between gait features that are responsive or unresponsive to current therapies to better understand the underlying pathophysiological basis and identify potential therapeutic strategies. OBJECTIVES This study aims to characterize the responsiveness and temporal evolution of different gait subcomponents in Parkinson's disease (PD) patients in their OFF and various ON states following levodopa administration, utilizing both wearable sensors and the gold-standard MDS-UPDRS motor part III. METHODS Seventeen PD patients were assessed while wearing a full-body set of 15 IMUs in their OFF state and at 20-minute intervals following the administration of a supra-threshold levodopa dose. Gait was reconstructed using a biomechanical model of the human body to quantify how each feature was modulated. Comparisons with non-PD control subjects were conducted in parallel. RESULTS Significant motor changes were observed in both the upper and lower limbs according to the MDS-UPDRS III, 40 minutes after levodopa intake. IMU-assisted 3D kinematics detected significant motor alterations as early as 20 minutes after levodopa administration, particularly in upper limbs metrics. Although all "pace-domain" gait features showed significant improvement in the Best-ON state, most rhythmicity, asymmetry, and variability features did not. CONCLUSION IMUs are capable of detecting motor alterations earlier and in a more comprehensive manner than the MDS-UPDRS III. The upper limbs respond more rapidly to levodopa, possibly reflecting distinct thresholds to levodopa across striatal regions.
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Affiliation(s)
- Raquel Barbosa
- Neurology DeparmentCentre Hospitalier Universitaire ToulouseToulouseFrance
- Nova Medical School, Faculdade de Ciências MedicasUniversidade Nova de LisboaLisbonPortugal
| | - Marcelo Mendonça
- Nova Medical School, Faculdade de Ciências MedicasUniversidade Nova de LisboaLisbonPortugal
- Champalimaud Research and Clinical Centre, Champalimaud Centre for the UnknownLisbonPortugal
| | - Paulo Bastos
- Neurology DeparmentCentre Hospitalier Universitaire ToulouseToulouseFrance
- Nova Medical School, Faculdade de Ciências MedicasUniversidade Nova de LisboaLisbonPortugal
| | - Patrícia Pita Lobo
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
| | - Anabela Valadas
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
| | - Leonor Correia Guedes
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
| | - Joaquim J. Ferreira
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de MedicinaUniversidade de LisboaLisbonPortugal
- CNS‐ Campus Neurológico SeniorTorres VedrasPortugal
| | - Mário Miguel Rosa
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de MedicinaUniversidade de LisboaLisbonPortugal
| | - Ricardo Matias
- Physics Department & Institute of Biophysics and Biomedical Engineering (IBEB), Faculty of SciencesUniversity of LisbonLisbonPortugal
- KinetikosCoimbraPortugal
| | - Miguel Coelho
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
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Purrer V, Pohl E, Borger V, Weiland H, Boecker H, Schmeel FC, Wüllner U. Motor and non-motor outcome in tremor dominant Parkinson's disease after MR-guided focused ultrasound thalamotomy. J Neurol 2024; 271:3731-3742. [PMID: 38822147 PMCID: PMC11233288 DOI: 10.1007/s00415-024-12469-z] [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: 02/11/2024] [Revised: 05/17/2024] [Accepted: 05/22/2024] [Indexed: 06/02/2024]
Abstract
BACKGROUND AND OBJECTIVES Magnetic Resonance-guided Focused Ultrasound (MRgFUS) is an emerging technique for the treatment of severe, medication-refractory tremor syndromes. We here report motor and non-motor outcomes 6 and 12 months after unilateral MRgFUS thalamotomy in tremor-dominant Parkinson's disease (tdPD). METHODS 25 patients with tdPD underwent neuropsychological evaluation including standardized questionnaires of disability, quality of life (QoL), mood, anxiety, apathy, sleep disturbances, and cognition at baseline, 6 and 12 months after MRgFUS. Motor outcome was evaluated using the Clinical Rating Scale for Tremor (CRST) and Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS). In addition, side effects and QoL of family caregivers were assessed. RESULTS 12 months after MRgFUS significant improvements were evident in the tremor subscores. Patients with concomitant rest and postural tremor showed better tremor outcomes compared to patients with predominant rest tremor. There were no differences in the non-motor assessments. No cognitive decline was observed. Side effects were mostly transient (54%) and classified as mild (62%). No changes in the caregivers' QoL could be observed. CONCLUSION We found no changes in mood, anxiety, apathy, sleep, cognition or persistent worsening of gait disturbances after unilateral MRgFUS thalamotomy in tdPD. Concomitant postural tremors responded better to treatment than predominant rest tremors.
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Affiliation(s)
- Veronika Purrer
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
- German Centre of Neurodegenerative Diseases (DZNE), Bonn, Bonn, Germany.
| | - Emily Pohl
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Valeri Borger
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Hannah Weiland
- Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany
| | - Henning Boecker
- German Centre of Neurodegenerative Diseases (DZNE), Bonn, Bonn, Germany
- Department of Diagnostic and Interventional Radiology, University Hospital Bonn, Bonn, Germany
| | - Frederic Carsten Schmeel
- German Centre of Neurodegenerative Diseases (DZNE), Bonn, Bonn, Germany
- Department of Neuroradiology, University Hospital Bonn, Bonn, Germany
| | - Ullrich Wüllner
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
- German Centre of Neurodegenerative Diseases (DZNE), Bonn, Bonn, Germany
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8
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Gandhi SE, Nodehi A, Lawton MA, Grosset KA, Marshall V, Ben-Shlomo Y, Grosset DG. Dopa Responsiveness in Parkinson's Disease. Mov Disord Clin Pract 2024. [PMID: 38898616 DOI: 10.1002/mdc3.14139] [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: 01/30/2024] [Revised: 04/26/2024] [Accepted: 05/19/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Dopaminergic responsiveness is a defining feature of Parkinson's disease (PD). However, there is limited information on how this evolves over time. OBJECTIVES To examine serial dopaminergic responses, if there are distinct patterns, and which factors predict these. METHODS We analyzed data from the Parkinson's Progression Markers Initiative on repeated dopaminergic challenge tests (≥24.5% defined as a definite response). Growth-mixture modeling evaluated for different response patterns and multinomial logistic regression tested for predictors of these clusters. RESULTS 1525 dopaminergic challenge tests were performed in 336 patients. At enrolment, mean age was 61.2 years (SD 9.6), 66.4% were male and disease duration was 0.5 years (SD 0.5). 1 to 2 years after diagnosis, 48.0% of tests showed a definite response, but this proportion increased with longer disease duration (51.1-74.3%). We identified 3 response groups: "Striking" (n = 29, 8.7%); "Excellent" (n = 110; 32.7%) and "Modest" (n = 197, 58.6%). Significant differences were as follows: striking responders commenced treatment earlier (P = 0.02), were less likely to be on dopamine agonist monotherapy (P = 0.01), and had better cognition (P < 0.01) and activities of daily living (P = 0.01). Excellent responders had higher challenge doses (P = 0.03) and were more likely to be on combination therapy (P < 0.01). CONCLUSION Three distinct patterns of the dopaminergic response were observed. As the proportion of PD cases with definite dopa responsiveness increased over time, the initial treatment response may be an unreliable diagnostic aid.
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Affiliation(s)
- Sacha E Gandhi
- School of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom
| | - Anahita Nodehi
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Michael A Lawton
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Katherine A Grosset
- School of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom
| | - Vicky Marshall
- Institute of Neurological Sciences, Glasgow, United Kingdom
| | - Yoav Ben-Shlomo
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Donald G Grosset
- School of Neuroscience and Psychology, University of Glasgow, Glasgow, United Kingdom
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9
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Meigal A, Gerasimova-Meigal L, Kuzmina A, Antonen E, Peskova A, Burkin M. Electromyographic Characteristics of Postactivation Effect in Dopamine-Dependent Spectrum Models Observed in Parkinson's Disease and Schizophrenia. Biomedicines 2024; 12:1338. [PMID: 38927545 PMCID: PMC11202052 DOI: 10.3390/biomedicines12061338] [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: 05/22/2024] [Revised: 06/14/2024] [Accepted: 06/16/2024] [Indexed: 06/28/2024] Open
Abstract
This study aimed to test the hypothesis that the postactivation effect (PAE, involuntary normal muscle tone) is modified by dopaminergic mechanisms. The PAE was tested with surface electromyography (sEMG) in the "off medication" phase in participants with Parkinson's disease (PDoff) and in the "on medication" state in participants with schizophrenia (SZon), which modeled hypodopaminegic conditions, and in participants with PD "on medication" (PDon) and in participants with SZ "off medication" (SZoff) state which modeled the hyperdopaminergic conditions. Healthy age-matched participants constituted the control group (HC, n = 11). In hyperdopaminergic models, PAE was triggered in 71.3% of participants in SZoff and in 35.7% in PDon conditions. In the hypodopaminergic models, PAE was triggered in 12% in SZon and in 21.4% in PDoff conditions. In the HC group, PAE was present in 91% of participants. In the HC and PD groups, the mean frequency and correlation dimension of sEMG at PAE was higher than that during voluntary isometric contraction. In conclusion, in hypodopaminergic models, PAE triggering was inhibited. The manifestations and EMG characteristics of PAE in people with PD or SZ may indicate dopaminergic dysfunction.
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Affiliation(s)
- Alexander Meigal
- Department of Physiology and Pathophysiology, Petrozavodsk State University, 33, Lenina Pr., 185910 Petrozavodsk, Russia; (L.G.-M.)
| | - Liudmila Gerasimova-Meigal
- Department of Physiology and Pathophysiology, Petrozavodsk State University, 33, Lenina Pr., 185910 Petrozavodsk, Russia; (L.G.-M.)
| | - Anna Kuzmina
- Department of Neurology, Psychiatry and Microbiology, Petrozavodsk State University, 33, Lenina Pr., 185910 Petrozavodsk, Russia
- Republican Psychiatric Hospital, 4, Bol’nichnyy Gorodok, 186131 Matrosy, Russia
| | - Elena Antonen
- Department of Neurology, Psychiatry and Microbiology, Petrozavodsk State University, 33, Lenina Pr., 185910 Petrozavodsk, Russia
| | - Alexandra Peskova
- Department of Physiology and Pathophysiology, Petrozavodsk State University, 33, Lenina Pr., 185910 Petrozavodsk, Russia; (L.G.-M.)
| | - Mark Burkin
- Department of Neurology, Psychiatry and Microbiology, Petrozavodsk State University, 33, Lenina Pr., 185910 Petrozavodsk, Russia
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10
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Rohr-Fukuma M, Stieglitz LH, Bujan B, Jedrysiak P, Oertel MF, Salzmann L, Baumann CR, Imbach LL, Gassert R, Bichsel O. Neurofeedback-enabled beta power control with a fully implanted DBS system in patients with Parkinson's disease. Clin Neurophysiol 2024; 165:1-15. [PMID: 38941959 DOI: 10.1016/j.clinph.2024.06.001] [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: 09/13/2023] [Revised: 04/18/2024] [Accepted: 06/03/2024] [Indexed: 06/30/2024]
Abstract
OBJECTIVE Parkinsonian motor symptoms are linked to pathologically increased beta oscillations in the basal ganglia. Studies with externalised deep brain stimulation electrodes showed that Parkinson patients were able to rapidly gain control over these pathological basal ganglia signals through neurofeedback. Studies with fully implanted deep brain stimulation systems duplicating these promising results are required to grant transferability to daily application. METHODS In this study, seven patients with idiopathic Parkinson's disease and one with familial Parkinson's disease were included. In a postoperative setting, beta oscillations from the subthalamic nucleus were recorded with a fully implanted deep brain stimulation system and converted to a real-time visual feedback signal. Participants were instructed to perform bidirectional neurofeedback tasks with the aim to modulate these oscillations. RESULTS While receiving regular medication and deep brain stimulation, participants were able to significantly improve their neurofeedback ability and achieved a significant decrease of subthalamic beta power (median reduction of 31% in the final neurofeedback block). CONCLUSION We could demonstrate that a fully implanted deep brain stimulation system can provide visual neurofeedback enabling patients with Parkinson's disease to rapidly control pathological subthalamic beta oscillations. SIGNIFICANCE Fully-implanted DBS electrode-guided neurofeedback is feasible and can now be explored over extended timespans.
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Affiliation(s)
- Manabu Rohr-Fukuma
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Switzerland; Clinical Neuroscience Centre, University Hospital Zurich, University of Zurich, Switzerland
| | - Lennart H Stieglitz
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Switzerland; Clinical Neuroscience Centre, University Hospital Zurich, University of Zurich, Switzerland
| | | | | | - Markus F Oertel
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Switzerland; Clinical Neuroscience Centre, University Hospital Zurich, University of Zurich, Switzerland
| | - Lena Salzmann
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Switzerland
| | - Christian R Baumann
- Clinical Neuroscience Centre, University Hospital Zurich, University of Zurich, Switzerland; Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland
| | | | - Roger Gassert
- Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Switzerland
| | - Oliver Bichsel
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Switzerland; Clinical Neuroscience Centre, University Hospital Zurich, University of Zurich, Switzerland; Rehabilitation Engineering Laboratory, Department of Health Sciences and Technology, ETH Zurich, Switzerland.
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11
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Bovenzi R, Schirinzi T, Conti M, Sancesario GM, Zenuni H, Simonetta C, Bissacco J, Mascioli D, Pieri M, Cerroni R, Stefani A, Mercuri NB, Pierantozzi M. A biological characterization of patients with postmenopausal Parkinson's disease. J Neurol 2024; 271:3610-3615. [PMID: 38492015 DOI: 10.1007/s00415-024-12258-8] [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: 01/23/2024] [Revised: 02/13/2024] [Accepted: 02/14/2024] [Indexed: 03/18/2024]
Abstract
Menopause increases the risk for Parkinson's disease (PD), although the underlying biological mechanisms have not been established in patients. Here, we aimed to understand the basis of menopause-related vulnerability to PD. Main motor and non-motor scores, blood levels of estradiol, testosterone, follicle-stimulating hormone, and luteinizing hormone, CSF levels of total α-synuclein, amyloid-β-42, amyloid-β-40, total tau, and phosphorylated-181-tau were examined in 45 women with postmenopausal-onset PD and 40 age-matched controls. PD patients had higher testosterone and lower estradiol levels than controls, and the residual estradiol production was associated with milder motor disturbances and lower dopaminergic requirements. In PD but not in controls, follicle-stimulating hormone levels correlated with worse cognitive scores and CSF markers of amyloidopathy and neuronal loss. In conclusion, menopause-related hormonal changes might differentially contribute to clinical-pathological trajectories of PD, accounting for the peculiar vulnerability to the disease.
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Affiliation(s)
- Roberta Bovenzi
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Tommaso Schirinzi
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy.
| | - Matteo Conti
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | | | - Henri Zenuni
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Clara Simonetta
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Jacopo Bissacco
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Davide Mascioli
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Massimo Pieri
- Department of Experimental Medicine, University of Rome "Tor Vergata", Rome, Italy
- Department of Clinical Biochemistry, Tor Vergata University Hospital, Rome, Italy
| | - Rocco Cerroni
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Alessandro Stefani
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- UOSD Parkinson Centre, Tor Vergata University Hospital, Rome, Italy
| | - Nicola Biagio Mercuri
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Mariangela Pierantozzi
- Unit of Neurology, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
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12
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Lee J, Ma H, Ferreira JJ, Rocha J, Sung YH, Song I, Ahn T, Kwon DY, Cheon S, Kim J, Lee CS, Lee PH, Park J, Lee J, Park MY, Kim SJ, Baik JS, Choi S, Shin H, Lee H, Kang SY, Jeon B. Opicapone to Treat Early Wearing-off in Parkinson's Disease Patients: The Korean ADOPTION Trial. Mov Disord Clin Pract 2024; 11:655-665. [PMID: 38594812 PMCID: PMC11145137 DOI: 10.1002/mdc3.14030] [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: 09/19/2023] [Revised: 02/06/2024] [Accepted: 03/17/2024] [Indexed: 04/11/2024] Open
Abstract
BACKGROUND Increasing levodopa (L-dopa)/dopa decarboxylase inhibitor (DDCI) daily dose or adding a catechol-O-methyltransferase (COMT) inhibitor to levodopa/DDCI therapy are strategies used to manage wearing-off symptoms in Parkinson's disease (PD) patients. OBJECTIVES To evaluate the COMT inhibitor opicapone versus an additional dose of levodopa to treat early wearing-off in PD patients. METHODS ADOPTION was a randomized, parallel-group, open-label, Phase 4 study conducted in Korea. At baseline, eligible patients were randomized (1:1) to opicapone 50 mg (n = 87) or L-dopa 100 mg (n = 81) (added to current L-dopa/DDCI therapy) for 4 weeks. The main efficacy endpoint was change from baseline to end of study in absolute off time. Other endpoints included changes in on time, in Movement Disorder Society-Unified Parkinson's Disease Rating Scale and 8-item PD Questionnaire scores, and the Clinical and Patient Global Impression of Improvement/Change. RESULTS The adjusted mean in absolute off time was significantly greater for opicapone 50 mg than for L-dopa 100 mg (-62.1 vs. -16.7 minutes; P = 0.0015). Opicapone-treated patients also reported a greater reduction in the percentage of off time (P = 0.0015), a greater increase in absolute on time (P = 0.0338) and a greater increase in the percentage of on time (P = 0.0015). There were no significant differences in other secondary endpoints. The L-dopa equivalent daily dose was significantly higher in the opicapone group (750.9 vs. 690.0 mg; P = 0.0247), when a 0.5 conversion factor is applied. CONCLUSIONS Opicapone 50 mg was more effective than an additional 100 mg L-dopa dose at decreasing off time in patients with PD and early wearing-off.
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Affiliation(s)
- Jee‐Young Lee
- Department of NeurologySMG‐SNU Boramae Medical CenterSeoulKorea
| | - Hyeo‐il Ma
- Department of NeurologyHallym University Sacred Heart HospitalAnyangKorea
| | - Joaquim J. Ferreira
- IMM – Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de LisboaLisbonPortugal
- CNS – Campus NeurológicoTorres VedrasPortugal
| | | | | | - In‐Uk Song
- The Catholic University of Korea Incheon St. Mary's HospitalIncheonKorea
| | | | | | | | - Jong‐Min Kim
- Seoul National University Bundang HospitalSeongnamKorea
| | | | | | - Jeong‐Ho Park
- Soon Chun Hyang University Hospital BucheonBucheonKorea
| | - Jae‐Hyeok Lee
- Pusan National University Yangsan HospitalYangsanKorea
| | | | | | | | - Seong‐Min Choi
- Chonnam National University Hospital, Chonnam National University Medical SchoolGwangjuKorea
| | | | - Ho‐Won Lee
- Kyungpook National University Chilgok HospitalDaeguKorea
| | - Suk Yun Kang
- Dongtan Sacred Heart Hospital Hallym University College of MedicineHwaseongKorea
| | - Beomseok Jeon
- Department of NeurologySeoul National University HospitalSeoulKorea
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13
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Cani I, Giannini G, Guaraldi P, Barletta G, Sambati L, Baldelli L, Cortelli P, Calandra‐Buonaura G. Exploring Cardiovascular Autonomic Function before and after Chronic Deep Brain Stimulation in Parkinson's Disease. Mov Disord Clin Pract 2024; 11:698-703. [PMID: 38698586 PMCID: PMC11145101 DOI: 10.1002/mdc3.14060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 02/07/2024] [Accepted: 04/10/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Blood pressure control in Parkinson's disease (PD) under subthalamic deep brain stimulation (STN-DBS) is influenced by several intertwined aspects, including autonomic failure and levodopa treatment. OBJECTIVE To evaluate the effect of chronic STN-DBS, levodopa, and their combination on cardiovascular autonomic functions in PD. METHODS We performed cardiovascular reflex tests (CRTs) before and 6-months after STN-DBS surgery in 20 PD patients (pre-DBS vs. post-DBS). CRTs were executed without and with medication (med-OFF vs. med-ON). RESULTS CRT results and occurrence of neurogenic orthostatic hypotension (OH) did not differ between pre- and post-DBS studies in med-OFF condition. After levodopa intake, the BP decrease during HUTT was significantly greater compared to med-OFF, both at pre-DBS and post-DBS evaluation. Levodopa-induced OH was documented in 25% and 5% of patients in pre-DBS/med-ON and post-DBS/med-ON study. CONCLUSION Chronic stimulation did not influence cardiovascular responses, while levodopa exerts a relevant hypotensive effect. The proportion of patients presenting levodopa-induced OH decreases after STN-DBS surgery.
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Affiliation(s)
- Ilaria Cani
- Department of Biomedical and NeuroMotor Sciences (DIBINEM)Alma Mater Studiorum—University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Giulia Giannini
- Department of Biomedical and NeuroMotor Sciences (DIBINEM)Alma Mater Studiorum—University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Pietro Guaraldi
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Giorgio Barletta
- Department of Biomedical and NeuroMotor Sciences (DIBINEM)Alma Mater Studiorum—University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Luisa Sambati
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Luca Baldelli
- Department of Biomedical and NeuroMotor Sciences (DIBINEM)Alma Mater Studiorum—University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Pietro Cortelli
- Department of Biomedical and NeuroMotor Sciences (DIBINEM)Alma Mater Studiorum—University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Giovanna Calandra‐Buonaura
- Department of Biomedical and NeuroMotor Sciences (DIBINEM)Alma Mater Studiorum—University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
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14
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Frequin HL, Verschuur CVM, Suwijn SR, Boel JA, Post B, Bloem BR, van Hilten JJ, van Laar T, Tissingh G, Munts AG, Dijk JM, Lang AE, Dijkgraaf MGW, Hoogland J, de Bie RMA. Long-Term Follow-Up of the LEAP Study: Early Versus Delayed Levodopa in Early Parkinson's Disease. Mov Disord 2024; 39:975-982. [PMID: 38644623 DOI: 10.1002/mds.29796] [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: 10/02/2023] [Revised: 03/08/2024] [Accepted: 03/11/2024] [Indexed: 04/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVE The Levodopa in EArly Parkinson's disease study showed no effect of earlier versus later levodopa initiation on Parkinson's disease (PD) progression over 80 weeks. We now report the effects over 5 years. METHODS The Levodopa in EArly Parkinson's disease study randomly assigned patients to levodopa/carbidopa 300/75 mg daily for 80 weeks (early start) or to placebo for 40 weeks followed by levodopa/carbidopa 300/75 mg daily for 40 weeks (delayed start). Follow-up visits were performed 3 and 5 years after baseline. We assessed the between-group differences in terms of square root transformed total Unified Parkinson's Disease Rating Scale score at 3 and 5 years with linear regression. We compared the prevalence of dyskinesia, prevalence of wearing off, and the levodopa equivalent daily dose. RESULTS A total of 321 patients completed the 5-year visit. The adjusted square root transformed total Unified Parkinson's Disease Rating Scale did not differ between treatment groups at 3 (estimated difference, 0.17; standard error, 0.13; P = 0.18) and 5 years (estimated difference, 0.24; standard error, 0.13; P = 0.07). At 5 years, 46 of 160 patients in the early-start group and 62 of 161 patients in the delayed-start group experienced dyskinesia (P = 0.06). The prevalence of wearing off and the levodopa equivalent daily dose were not significantly different between groups. CONCLUSIONS We did not find a difference in disease progression or in prevalence of motor complications between patients with early PD starting treatment with a low dose of levodopa 40 weeks earlier versus 40 weeks later over the subsequent 5 years. © 2024 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Henrieke L Frequin
- Department of Neurology, Amsterdam University Medical Centers, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Constant V M Verschuur
- Department of Neurology, Amsterdam University Medical Centers, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Sven R Suwijn
- Department of Neurology, Amsterdam University Medical Centers, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Judith A Boel
- Department of Medical Psychology, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Bart Post
- Department of Neurology, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Center of Expertise for Parkinson & Movement Disorders, Nijmegen, the Netherlands
| | - Bastiaan R Bloem
- Department of Neurology, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behavior, Center of Expertise for Parkinson & Movement Disorders, Nijmegen, the Netherlands
| | | | - Teus van Laar
- Department of Neurology, University Medical Center Groningen, Groningen, the Netherlands
| | - Gerrit Tissingh
- Department of Neurology, Zuyderland Medical Center, Heerlen, the Netherlands
| | - Alexander G Munts
- Department of Neurology, Excellent Klinieken, Dordrecht, the Netherlands
| | - Joke M Dijk
- Department of Neurology, Amsterdam University Medical Centers, Amsterdam Neuroscience, Amsterdam, the Netherlands
| | - Anthony E Lang
- The Edmond J. Safra Program in Parkinson's Disease and Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Marcel G W Dijkgraaf
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Jeroen Hoogland
- Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Rob M A de Bie
- Department of Neurology, Amsterdam University Medical Centers, Amsterdam Neuroscience, Amsterdam, the Netherlands
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15
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Magriço M, Meira B, Fernandes M, Salavisa M, Saraiva M, Borbinha C, Marto JP, Barbosa R, Bugalho P. Unveiling the role of subjective cognitive complaints in predicting cognitive impairment in Parkinson´s Disease- A longitudinal study with 4 year of follow up. Neurol Sci 2024:10.1007/s10072-024-07607-4. [PMID: 38797763 DOI: 10.1007/s10072-024-07607-4] [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: 03/29/2024] [Accepted: 05/20/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND Emerging data associated subjective cognitive complaints (SCC) with a heightened risk of future cognitive decline in Parkinson´s Disease (PD). OBJECTIVE To determine whether SCC may predict the development of cognitive impairment in PD patients at baseline. METHODS Over 4 years, major aspects of motor and non-motor symptoms were assessed. SCC were evaluated by non-motor symptoms scale domain-5 (NMSS5). The predictor value of SCC in cognitive change was assessed with univariate linear regression analyses, with NMSS5 at baseline as predictor. Change in cognition (ΔMoCA) was calculated by subtracting Montreal Cognitive Assessment Scale (MoCA) scores at baseline from scores obtained at reassessment and employed as the outcome. We replicated these analyses by employing alterations in MoCA subdomains as outcomes. RESULTS 134 patients were evaluated at baseline, of those 73 PD patients were reassessed four years later. In our study, SCC didn´t act as a predictor for future cognitive decline. However, baseline NMSS5 was associated significantly with variation in attention, naming, and orientation domains. CONCLUSION Our findings did not support that SCC in PD patients acts as a predictor of global cognitive decline. However, our findings enhance comprehension of how SCC correlates with performance in distinct cognitive areas, thereby providing better guidance for patients on their current complaints.
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Affiliation(s)
- Marta Magriço
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal.
| | - Bruna Meira
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
| | - Marco Fernandes
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
| | - Manuel Salavisa
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
| | - Marlene Saraiva
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
| | - Cláudia Borbinha
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
| | - João Pedro Marto
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
- NOVA Medical School, Lisbon, Portugal
| | - Raquel Barbosa
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
| | - Paulo Bugalho
- Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, Rua da Junqueira 126, 1349-019, Lisbon, Portugal
- NOVA Medical School, Lisbon, Portugal
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16
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Pinto S, Cardoso R, Atkinson-Clement C, Guimarães I, Sadat J, Santos H, Mercier C, Carvalho J, Cuartero MC, Oliveira P, Welby P, Frota S, Cavazzini E, Vigário M, Letanneux A, Cruz M, Brulefert C, Desmoulins M, Martins IP, Rothe-Neves R, Viallet F, Ferreira JJ. Do Acoustic Characteristics of Dysarthria in People With Parkinson's Disease Differ Across Languages? JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2024:1-20. [PMID: 38754039 DOI: 10.1044/2024_jslhr-23-00525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2024]
Abstract
PURPOSE Cross-language studies suggest more similarities than differences in how dysarthria affects the speech of people with Parkinson's disease (PwPD) who speak different languages. In this study, we aimed to identify the relative contribution of acoustic variables to distinguish PwPD from controls who spoke varieties of two Romance languages, French and Portuguese. METHOD This bi-national, cross-sectional, and case-controlled study included 129 PwPD and 124 healthy controls who spoke French or Portuguese. All participants underwent the same clinical examinations, voice/speech recordings, and self-assessment questionnaires. PwPD were evaluated off and on optimal medication. Inferential analyses included Disease (controls vs. PwPD) and Language (French vs. Portuguese) as factors, and random decision forest algorithms identified relevant acoustic variables able to distinguish participants: (a) by language (French vs. Portuguese) and (b) by clinical status (PwPD on and off medication vs. controls). RESULTS French-speaking and Portuguese-speaking individuals were distinguished from each other with over 90% accuracy by five acoustic variables (the mean fundamental frequency and the shimmer of the sustained vowel /a/ production, the oral diadochokinesis performance index, the relative sound level pressure and the relative sound pressure level standard deviation of the text reading). A distinct set of parameters discriminated between controls and PwPD: for men, maximum phonation time and the oral diadochokinesis speech proportion were the most significant variables; for women, variables calculated from the oral diadochokinesis were the most discriminative. CONCLUSIONS Acoustic variables related to phonation and voice quality distinguished between speakers of the two languages. Variables related to pneumophonic coordination and articulation rate were the more effective in distinguishing PwPD from controls. Thus, our research findings support that respiration and diadochokinesis tasks appear to be the most appropriate to pinpoint signs of dysarthria, which are largely homogeneous and language-universal. In contrast, identifying language-specific variables with the speech tasks and acoustic variables studied was less conclusive.
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Affiliation(s)
- Serge Pinto
- Aix-Marseille Univ, CNRS, LPL, Aix-en-Provence, France
| | - Rita Cardoso
- CNS - Campus Neurológico Sénior, Torres Vedras, Portugal
- Instituto de Medicina Molecular, Faculdade de Medicina, University of Lisbon, Portugal
| | - Cyril Atkinson-Clement
- Aix-Marseille Univ, CNRS, LPL, Aix-en-Provence, France
- Precision Imaging Beacon, School of Medicine, University of Nottingham, United Kingdom
| | - Isabel Guimarães
- Instituto de Medicina Molecular, Faculdade de Medicina, University of Lisbon, Portugal
- Speech Therapy Department, Alcoitão Health School of Sciences, Alcabideche, Portugal
| | - Jasmin Sadat
- Aix-Marseille Univ, CNRS, LPL, Aix-en-Provence, France
| | - Helena Santos
- CNS - Campus Neurológico Sénior, Torres Vedras, Portugal
| | - Céline Mercier
- Aix-Marseille Univ, CNRS, LPL, Aix-en-Provence, France
- Neurology Department, Centre Hospitalier Intercommunal du Pays d'Aix, Aix-en-Provence, France
| | - Joana Carvalho
- CNS - Campus Neurológico Sénior, Torres Vedras, Portugal
| | | | | | - Pauline Welby
- Aix-Marseille Univ, CNRS, LPL, Aix-en-Provence, France
| | - Sónia Frota
- Center of Linguistics, School of Arts and Humanities, University of Lisbon, Portugal
| | | | - Marina Vigário
- Center of Linguistics, School of Arts and Humanities, University of Lisbon, Portugal
| | - Alban Letanneux
- ESPE Université Paris-Est Créteil, Laboratoire CHArt-UPEC (EA 4004), Bonneuil-sur-Marne, France
| | - Marisa Cruz
- Center of Linguistics, School of Arts and Humanities, University of Lisbon, Portugal
| | | | | | - Isabel Pavão Martins
- Language Research Laboratory, Department of Neurology, University of Lisbon, Portugal
| | - Rui Rothe-Neves
- Laboratório de Fonética, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - François Viallet
- Aix-Marseille Univ, CNRS, LPL, Aix-en-Provence, France
- Neurology Department, Centre Hospitalier Intercommunal du Pays d'Aix, Aix-en-Provence, France
| | - Joaquim J Ferreira
- CNS - Campus Neurológico Sénior, Torres Vedras, Portugal
- Instituto de Medicina Molecular, Faculdade de Medicina, University of Lisbon, Portugal
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Ye L, Greten S, Wegner F, Doll-Lee J, Krey L, Heine J, Gandor F, Vogel A, Berger L, Gruber D, Levin J, Katzdobler S, Peters O, Dashti E, Priller J, Spruth EJ, Kühn AA, Krause P, Spottke A, Schneider A, Beyle A, Kimmich O, Donix M, Haussmann R, Brandt M, Dinter E, Wiltfang J, Schott BH, Zerr I, Bähr M, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Weidinger E, Düzel E, Glanz W, Teipel S, Kilimann I, Wurster I, Brockmann K, Hoffmann DC, Klockgether T, Krause O, Heck J, Höglinger GU, Klietz M. The comorbidity profiles and medication issues of patients with multiple system atrophy: a systematic cross-sectional analysis. J Neurol 2024; 271:2639-2648. [PMID: 38353748 PMCID: PMC11055732 DOI: 10.1007/s00415-024-12207-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/16/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND Multiple system atrophy (MSA) is a complex and fatal neurodegenerative movement disorder. Understanding the comorbidities and drug therapy is crucial for MSA patients' safety and management. OBJECTIVES To investigate the pattern of comorbidities and aspects of drug therapy in MSA patients. METHODS Cross-sectional data of MSA patients according to Gilman et al. (2008) diagnostic criteria and control patients without neurodegenerative diseases (non-ND) were collected from German, multicenter cohorts. The prevalence of comorbidities according to WHO ICD-10 classification and drugs administered according to WHO ATC system were analyzed. Potential drug-drug interactions were identified using AiDKlinik®. RESULTS The analysis included 254 MSA and 363 age- and sex-matched non-ND control patients. MSA patients exhibited a significantly higher burden of comorbidities, in particular diseases of the genitourinary system. Also, more medications were prescribed MSA patients, resulting in a higher prevalence of polypharmacy. Importantly, the risk of potential drug-drug interactions, including severe interactions and contraindicated combinations, was elevated in MSA patients. When comparing MSA-P and MSA-C subtypes, MSA-P patients suffered more frequently from diseases of the genitourinary system and diseases of the musculoskeletal system and connective tissue. CONCLUSIONS MSA patients face a substantial burden of comorbidities, notably in the genitourinary system. This, coupled with increased polypharmacy and potential drug interactions, highlights the complexity of managing MSA patients. Clinicians should carefully consider these factors when devising treatment strategies for MSA patients.
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Affiliation(s)
- Lan Ye
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Stephan Greten
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
| | - Florian Wegner
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Johanna Doll-Lee
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Lea Krey
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Johanne Heine
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Florin Gandor
- Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson, Kliniken Beelitz, 14547, Beelitz-Heilstätten, Germany
| | - Annemarie Vogel
- Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson, Kliniken Beelitz, 14547, Beelitz-Heilstätten, Germany
| | - Luise Berger
- Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson, Kliniken Beelitz, 14547, Beelitz-Heilstätten, Germany
| | - Doreen Gruber
- Neurologisches Fachkrankenhaus für Bewegungsstörungen/Parkinson, Kliniken Beelitz, 14547, Beelitz-Heilstätten, Germany
| | - Johannes Levin
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
| | - Sabrina Katzdobler
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Eman Dashti
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Universitätsmedizin Berlin, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Klinikum Rechts der Isar, Technical University Munich, Munich, Germany
| | - Eike Jakob Spruth
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Andrea A Kühn
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité, University Medicine Berlin, Charité, Berlin, Germany
| | - Patricia Krause
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité, University Medicine Berlin, Charité, Berlin, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany
| | - Aline Beyle
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Okka Kimmich
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Markus Donix
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Robert Haussmann
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Moritz Brandt
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
- Department of Neurology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Elisabeth Dinter
- German Center for Neurodegenerative Diseases (DZNE), Dresden, Germany
- Department of Neurology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany
- Neurosciences and Signaling Group, Department of Medical Sciences, Institute of Biomedicine (iBiMED), University of Aveiro, Aveiro, Portugal
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Göttingen, Germany
| | - Inga Zerr
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Neurology, University Medical Center, Georg August University, Göttingen, Germany
| | - Mathias Bähr
- German Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany
- Department of Neurology, University Medical Center, Georg August University, Göttingen, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Daniel Janowitz
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
- Ageing Epidemiology Research Unit, School of Public Health, Imperial College London, London, UK
| | - Boris-Stephan Rauchmann
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany
| | - Endy Weidinger
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University, Magdeburg, Germany
- Institute of Cognitive Neuroscience, University College London, London, UK
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-Von-Guericke University, Magdeburg, Germany
- Clinic for Neurology, Medical Faculty, University Hospital Magdeburg, Magdeburg, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Rostock-Greifswald, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Rostock-Greifswald, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany
| | - Isabel Wurster
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Kathrin Brockmann
- German Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | | | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Olaf Krause
- DIAKOVERE Henriettenstift and Department of General Medicine and Palliative Care, Center for Medicine of the Elderly, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
- Center for Geriatric Medicine, Hospital DIAKOVERE Henriettenstift, Schwe-Mannstrasse 19, 30559, Hannover, Germany
| | - Johannes Heck
- Institute for Clinical Pharmacology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Günter U Höglinger
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Munich, Germany
- German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Munich, Germany
| | - Martin Klietz
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
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Scanga A, Benedetti A, Kimoff RJ, Lafontaine AL, Robinson A, Gingras M, Kaminska M. Exploring obstructive sleep apnea and sleep architecture in Parkinson's disease motor subtypes. Parkinsonism Relat Disord 2024; 122:106064. [PMID: 38432022 DOI: 10.1016/j.parkreldis.2024.106064] [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: 11/23/2023] [Revised: 02/06/2024] [Accepted: 02/21/2024] [Indexed: 03/05/2024]
Abstract
INTRODUCTION Parkinson's disease (PD) can be divided into motor subtypes: postural instability/gait difficulty (PIGD), tremor dominant, and indeterminate. This study aimed to assess differences in sleep structure and obstructive sleep apnea (OSA) between the PIGD and non-PIGD subtypes. METHODS PD participants with or without OSA (defined as apnea-hypopnea index (AHI) ≥ 15 events/hour on overnight polysomnography) were included. Patients were separated into two groups: PIGD and non-PIGD. Linear regression was used to explore differences in sleep, AHI, and other respiratory parameters between groups (adjusted for variables determined a priori). Logistic regression adjusted for the same variables was used to determine if the proportion of patients with OSA differed across groups. Subset analyses were performed: subset 1 excluding patients on psychoactive medication; subset 2 excluding patients taking levodopa or dopaminergic agonists (DAs) at nighttime and subset 3 excluding patients on either of the abovementioned drugs. RESULTS 146 participants were studied. The non-PIGD group had less N3 sleep compared to the PIGD group (12.4% vs 16.9% p = 0.06), reaching significance in subsets 1 and 3. The AHI was significantly lower in the PIGD group (p = 0.047), including when medication effects were removed (p < 0.05). OSA was more frequent in the non-PIGD group, but only significantly in subset 3 (adjusted OR 0.3, p = 0.04). CONCLUSION OSA may be more severe in non-PIGD subtypes, and more frequent, in a subset free of psychoactive medication, and of levodopa and DAs, possibly owing to motor complications and dyskinesia. Future studies are required to confirm this.
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Affiliation(s)
- Amanda Scanga
- Division of Experimental Medicine, McGill University, Montréal, Canada; Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, Canada
| | - Andrea Benedetti
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montréal, Canada; Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, Canada
| | - R John Kimoff
- Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, Canada; Respiratory Division, Sleep Laboratory, McGill University Health Centre, McGill University, Montréal, Canada
| | - Anne-Louise Lafontaine
- Montréal Neurological Institute-Hospital, McGill University Health Centre, McGill University, Montréal, Canada
| | - Ann Robinson
- Respiratory Division, Sleep Laboratory, McGill University Health Centre, McGill University, Montréal, Canada
| | - Marianne Gingras
- Respiratory Division, Sleep Laboratory, McGill University Health Centre, McGill University, Montréal, Canada
| | - Marta Kaminska
- Division of Experimental Medicine, McGill University, Montréal, Canada; Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, Canada; Respiratory Division, Sleep Laboratory, McGill University Health Centre, McGill University, Montréal, Canada.
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19
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Koivu M, Sihvonen AJ, Eerola-Rautio J, Pauls KAM, Resendiz-Nieves J, Vartiainen N, Kivisaari R, Scheperjans F, Pekkonen E. Clinical and Brain Morphometry Predictors of Deep Brain Stimulation Outcome in Parkinson's Disease. Brain Topogr 2024:10.1007/s10548-024-01054-2. [PMID: 38662300 DOI: 10.1007/s10548-024-01054-2] [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: 12/29/2023] [Accepted: 04/18/2024] [Indexed: 04/26/2024]
Abstract
Subthalamic deep brain stimulation (STN-DBS) is known to improve motor function in advanced Parkinson's disease (PD) and to enable a reduction of anti-parkinsonian medication. While the levodopa challenge test and disease duration are considered good predictors of STN-DBS outcome, other clinical and neuroanatomical predictors are less established. This study aimed to evaluate, in addition to clinical predictors, the effect of patients' individual brain topography on DBS outcome. The medical records of 35 PD patients were used to analyze DBS outcomes measured with the following scales: Part III of the Unified Parkinson's Disease Rating Scale (UPDRS-III) off medication at baseline, and at 6-months during medication off and stimulation on, use of anti-parkinsonian medication (LED), Abnormal Involuntary Movement Scale (AIMS) and Non-Motor Symptoms Questionnaire (NMS-Quest). Furthermore, preoperative brain MRI images were utilized to analyze the brain morphology in relation to STN-DBS outcome. With STN-DBS, a 44% reduction in the UPDRS-III score and a 43% decrease in the LED were observed (p<0.001). Dyskinesia and non-motor symptoms decreased significantly [median reductions of 78,6% (IQR 45,5%) and 18,4% (IQR 32,2%) respectively, p=0.001 - 0.047]. Along with the levodopa challenge test, patients' age correlated with the observed DBS outcome measured as UPDRS-III improvement (ρ= -0.466 - -0.521, p<0.005). Patients with greater LED decline had lower grey matter volumes in left superior medial frontal gyrus, in supplementary motor area and cingulum bilaterally. Additionally, patients with greater UPDRS-III score improvement had lower grey matter volume in similar grey matter areas. These findings remained significant when adjusted for sex, age, baseline LED and UPDRS scores respectively and for total intracranial volume (p=0.0041- 0.001). However, only the LED decrease finding remained significant when the analyses were further controlled for stimulation amplitude. It appears that along with the clinical predictors of STN-DBS outcome, individual patient topographic differences may influence DBS outcome. Clinical Trial Registration Number: NCT06095245, registration date October 23, 2023, retrospectively registered.
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Affiliation(s)
- Maija Koivu
- Department of Neurology, Helsinki University Hospital and Department of Clinical Neurosciences (Neurology), University of Helsinki, Finland, Helsinki, Finland.
| | - Aleksi J Sihvonen
- Department of Neurology, Helsinki University Hospital and Department of Clinical Neurosciences (Neurology), University of Helsinki, Finland, Helsinki, Finland
- Cognitive Brain Research Unit, Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Johanna Eerola-Rautio
- Department of Neurology, Helsinki University Hospital and Department of Clinical Neurosciences (Neurology), University of Helsinki, Finland, Helsinki, Finland
| | - K Amande M Pauls
- Department of Neurology, Helsinki University Hospital and Department of Clinical Neurosciences (Neurology), University of Helsinki, Finland, Helsinki, Finland
| | | | - Nuutti Vartiainen
- Department of Neurosurgery, Helsinki University Hospital, Helsinki, Finland
| | - Riku Kivisaari
- Department of Neurosurgery, Helsinki University Hospital, Helsinki, Finland
| | - Filip Scheperjans
- Department of Neurology, Helsinki University Hospital and Department of Clinical Neurosciences (Neurology), University of Helsinki, Finland, Helsinki, Finland
| | - Eero Pekkonen
- Department of Neurology, Helsinki University Hospital and Department of Clinical Neurosciences (Neurology), University of Helsinki, Finland, Helsinki, Finland
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20
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D’Cruz N, De Vleeschhauwer J, Putzolu M, Nackaerts E, Gilat M, Nieuwboer A. Sensorimotor Network Segregation Predicts Long-Term Learning of Writing Skills in Parkinson's Disease. Brain Sci 2024; 14:376. [PMID: 38672025 PMCID: PMC11047850 DOI: 10.3390/brainsci14040376] [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: 02/28/2024] [Revised: 04/07/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
The prediction of motor learning in Parkinson's disease (PD) is vastly understudied. Here, we investigated which clinical and neural factors predict better long-term gains after an intensive 6-week motor learning program to ameliorate micrographia. We computed a composite score of learning through principal component analysis, reflecting better writing accuracy on a tablet in single and dual task conditions. Three endpoints were studied-acquisition (pre- to post-training), retention (post-training to 6-week follow-up), and overall learning (acquisition plus retention). Baseline writing, clinical characteristics, as well as resting-state network segregation were used as predictors. We included 28 patients with PD (13 freezers and 15 non-freezers), with an average disease duration of 7 (±3.9) years. We found that worse baseline writing accuracy predicted larger gains for acquisition and overall learning. After correcting for baseline writing accuracy, we found female sex to predict better acquisition, and shorter disease duration to help retention. Additionally, absence of FOG, less severe motor symptoms, female sex, better unimanual dexterity, and better sensorimotor network segregation impacted overall learning positively. Importantly, three factors were retained in a multivariable model predicting overall learning, namely baseline accuracy, female sex, and sensorimotor network segregation. Besides the room to improve and female sex, sensorimotor network segregation seems to be a valuable measure to predict long-term motor learning potential in PD.
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Affiliation(s)
- Nicholas D’Cruz
- Research Group for Neurorehabilitation (eNRGy), Department of Rehabilitation Sciences, KU Leuven, Tervuursevest 101, Box 1500, B-3001 Leuven, Belgium; (N.D.); (J.D.V.); (E.N.); (M.G.)
| | - Joni De Vleeschhauwer
- Research Group for Neurorehabilitation (eNRGy), Department of Rehabilitation Sciences, KU Leuven, Tervuursevest 101, Box 1500, B-3001 Leuven, Belgium; (N.D.); (J.D.V.); (E.N.); (M.G.)
| | - Martina Putzolu
- Department of Experimental Medicine (DIMES), Section of Human Physiology, University of Genoa, 16132 Genoa, Italy;
| | - Evelien Nackaerts
- Research Group for Neurorehabilitation (eNRGy), Department of Rehabilitation Sciences, KU Leuven, Tervuursevest 101, Box 1500, B-3001 Leuven, Belgium; (N.D.); (J.D.V.); (E.N.); (M.G.)
| | - Moran Gilat
- Research Group for Neurorehabilitation (eNRGy), Department of Rehabilitation Sciences, KU Leuven, Tervuursevest 101, Box 1500, B-3001 Leuven, Belgium; (N.D.); (J.D.V.); (E.N.); (M.G.)
| | - Alice Nieuwboer
- Research Group for Neurorehabilitation (eNRGy), Department of Rehabilitation Sciences, KU Leuven, Tervuursevest 101, Box 1500, B-3001 Leuven, Belgium; (N.D.); (J.D.V.); (E.N.); (M.G.)
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21
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Bovenzi R, Conti M, De Franco V, Pierantozzi M, Schirinzi T, Cerroni R, Stefani A, Mercuri NB, Liguori C. Sex differences in Parkinson's disease-related non motor symptoms: a focus on sleep problems. Acta Neurol Belg 2024:10.1007/s13760-024-02535-8. [PMID: 38573491 DOI: 10.1007/s13760-024-02535-8] [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: 11/20/2023] [Accepted: 03/13/2024] [Indexed: 04/05/2024]
Abstract
Parkinson's disease (PD) symptomatology differs between females and males, yet the contribution of sex on sleep problems needs further analysis. Here, we aimed to investigate sex-specific patterns in the relationship between sleep problems, assessed using the Parkinson's disease sleep scale (PDSS-2), non motor symptoms (NMS), measured by the NMS scale (NMSS), and health-related quality of life (HR-QoL), evaluated by the Parkinson's disease questionnaire (PDQ-39), in a large cohort of PD patients. One-hundred-fifty-four PD patients were included in the study. Female PD patients (n = 62) exhibited a higher prevalence of sleep problems than males (n = 92), with nocturnal motor-related sleep issues being the most frequent. Sleep disturbances differently correlated with a range of NMS between the two sexes. In females, sleep problems mostly correlated with pain; on the other hand, sleep disturbances were linked to a frailer phenotype characterized by global dysautonomia, perception disturbances, and impaired cognitive function in males. Whether female PD patients experienced a lower HR-QoL than males, sleep disturbances were associated with a worse HR-QoL in both sexes. In conclusion, sleep problems in PD differently burden the two sexes, suggesting possible different etiopathogenesis, diagnostic investigations, and possibly tailored approaches.
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Affiliation(s)
- Roberta Bovenzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Matteo Conti
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Valentino De Franco
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Mariangela Pierantozzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
- Department of Systems Medicine, Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Tommaso Schirinzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Rocco Cerroni
- Department of Systems Medicine, Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Alessandro Stefani
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
- Department of Systems Medicine, Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Nicola Biagio Mercuri
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Claudio Liguori
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.
- Department of Systems Medicine, Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.
- Sleep Medicine Centre, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.
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22
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Camerucci E, Lyons KE, Pahwa R. Predicting Depression in Parkinson's Disease Using Commonly Available PD Questionnaires. J Clin Med 2024; 13:2069. [PMID: 38610834 PMCID: PMC11012860 DOI: 10.3390/jcm13072069] [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: 02/05/2024] [Revised: 03/26/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Abstract
Background: Depression is common in patients with Parkinson's disease (PD) and significantly impacts both the patients and their caregivers. The associations between depression and the responses from commonly used questionnaires for PD patients were assessed. New patients presenting to the Movement Disorder Center completed a number of questionnaires, including assessments of the motor and non-motor symptoms of PD, including depression. Methods: The PD patients were grouped according to severity of depression: none, mild, and moderate-severe, based on the Geriatric Depression Scale (GDS) scores. The mean scores of the Unified PD Rating Scale (UPDRS), Montreal Cognitive Assessment (MoCA), Epworth Sleepiness Scale (ESS), Non-motor Symptoms Scale (NMSS), PD Quality of life (PDQ-39), Hoehn and Yahr score (H&Y), levodopa equivalent daily dose (LEDD), and number of antidepressants used were collected. There were 1214 PD patients included. Results: Increasing depression scores were associated with worsening motor symptoms (according to the UPDRS and H&Y), non-motor symptoms (according to the NMSS), cognition (according to the MoCA), sleepiness (according to the ESS), and quality of life (according to the PDQ-39) (all p-values of p < 0.001). Only half of the patients with mild or moderate-severe depression were taking antidepressants, and the LEDD increased with depression severity. The risk of depression increased by 16% and 5% for every 1-point increase in the NMSS and PDQ-39 scores, respectively. Conclusions: Depression is often unrecognized and undertreated and should be assessed regularly in PD patients, especially in those who demonstrate changes in motor or non-motor symptoms.
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Affiliation(s)
- Emanuele Camerucci
- Department of Neurology, University of Kansas Medical Center, Kansas City, KS 66160, USA; (K.E.L.)
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23
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Choi KE, Ryu DW, Oh YS, Kim JS. Fasting Plasma Glucose Levels and Longitudinal Motor and Cognitive Outcomes in Parkinson's Disease Patients. J Mov Disord 2024; 17:198-207. [PMID: 38444294 PMCID: PMC11082616 DOI: 10.14802/jmd.23264] [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: 12/14/2023] [Revised: 01/26/2024] [Accepted: 03/06/2024] [Indexed: 03/07/2024] Open
Abstract
OBJECTIVE Hyperglycemia and diabetes mellitus have been identified as poor prognostic factors for motor and nonmotor outcomes in patients with Parkinson's disease (PD), although there is some controversy with this finding. In the present study, we investigated the effects of fasting plasma glucose (FPG) levels on longitudinal motor and cognitive outcomes in PD patients. METHODS We included a total of 201 patients who were diagnosed with PD between January 2015 and January 2020. The patients were categorized based on FPG level into euglycemia (70 mg/dL < FPG < 100 mg/dL), intermediate glycemia (100 mg/dL ≤ FPG < 126 mg/dL), and hyperglycemia (FPG ≥ 126 mg/dL), and longitudinal FPG trajectories were analyzed using group-based trajectory modeling. Survival analysis was conducted to determine the time until motor outcome (Hoehn and Yahr stage ≥ 2) and the conversion from normal cognition to mild cognitive impairment. RESULTS Among the patient cohort, 82 had euglycemia, 93 had intermediate glycemia, and 26 had hyperglycemia. Intermediate glycemia (hazard ratio 1.747, 95% confidence interval [CI] 1.083-2.816, p = 0.0221) and hyperglycemia (hazard ratio 3.864, 95% CI 1.996-7.481, p < 0.0001) were found to be significant predictors of worsening motor symptoms. However, neither intermediate glycemia (hazard ratio 1.183, 95% CI 0.697-2.009, p = 0.5339) nor hyperglycemia (hazard ratio 1.297, 95% CI 0.601-2.800, p = 0.5078) demonstrated associations with the longitudinal progression of cognitive impairment. Diabetes mellitus, defined by self-reported medical history, was not related to poor motor or cognitive impairment outcomes. CONCLUSION Our. RESULTS suggest that both impaired glucose tolerance and hyperglycemia could be associated with motor progression in PD patients.
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Affiliation(s)
- Ko-Eun Choi
- Department of Neurology, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dong-Woo Ryu
- Department of Neurology, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yoon-Sang Oh
- Department of Neurology, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Joong-Seok Kim
- Department of Neurology, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Visani E, Panzica F, Franceschetti S, Golfrè Andreasi N, Cilia R, Rinaldo S, Rossi Sebastiano D, Lanteri P, Eleopra R. Early cortico-muscular coherence and cortical network changes in Parkinson's patients treated with MRgFUS. Front Neurol 2024; 15:1362712. [PMID: 38585361 PMCID: PMC10995240 DOI: 10.3389/fneur.2024.1362712] [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: 12/28/2023] [Accepted: 02/26/2024] [Indexed: 04/09/2024] Open
Abstract
Introduction To investigate cortical network changes using Magnetoencephalography (MEG) signals in Parkinson's disease (PD) patients undergoing Magnetic Resonance-guided Focused Ultrasound (MRgFUS) thalamotomy. Methods We evaluated the MEG signals in 16 PD patients with drug-refractory tremor before and after 12-month from MRgFUS unilateral lesion of the ventralis intermediate nucleus (Vim) of the thalamus contralateral to the most affected body side. We recorded patients 24 h before (T0) and 24 h after MRgFUS (T1). We analyzed signal epochs recorded at rest and during the isometric extension of the hand contralateral to thalamotomy. We evaluated cortico-muscular coherence (CMC), the out-strength index from non-primary motor areas to the pre-central area and connectivity indexes, using generalized partial directed coherence. Statistical analysis was performed using RMANOVA and post hoct-tests. Results Most changes found at T1 compared to T0 occurred in the beta band and included: (1) a re-adjustment of CMC distribution; (2) a reduced out-strength from non-primary motor areas toward the precentral area; (3) strongly reduced clustering coefficient values. These differences mainly occurred during motor activation and with few statistically significant changes at rest. Correlation analysis showed significant relationships between changes of out-strength and clustering coefficient in non-primary motor areas and the changes in clinical scores. Discussion One day after MRgFUS thalamotomy, PD patients showed a topographically reordered CMC and decreased cortico-cortical flow, together with a reduced local connection between different nodes. These findings suggest that the reordered cortico-muscular and cortical-networks in the beta band may represent an early physiological readjustment related to MRgFUS Vim lesion.
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Affiliation(s)
- Elisa Visani
- Epilepsy Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Ferruccio Panzica
- Clinical Engineering, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Silvana Franceschetti
- Neurophysiopathology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Nico Golfrè Andreasi
- Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Roberto Cilia
- Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Sara Rinaldo
- Functional Neurosurgery Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | | | - Paola Lanteri
- Neurophysiopathology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Roberto Eleopra
- Parkinson and Movement Disorders Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
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Peball M, Heim B, Carbone F, Schorr O, Werkmann M, Ellmerer P, Marini K, Krismer F, Knaus HG, Poewe W, Djamshidian A, Seppi K. Long-term safety and efficacy of open-label nabilone on sleep and pain in Parkinson´s Disease. NPJ Parkinsons Dis 2024; 10:61. [PMID: 38491070 PMCID: PMC10943069 DOI: 10.1038/s41531-024-00665-7] [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: 10/25/2023] [Accepted: 02/21/2024] [Indexed: 03/18/2024] Open
Abstract
The synthetic tetrahydrocannabinol-analog nabilone improved non-motor symptoms (NMS) in Parkinson's disease (PD) patients in a placebo-controlled, double-blind, parallel-group, randomized withdrawal trial with enriched enrollment (NMS-Nab-study). This was a single-center open-label extension study to assess the long-term safety and efficacy of nabilone for NMS in PD. To be eligible for this study, patients had to be treatment responders during the previous NMS-Nab-trial and complete its double-blind phase without experiencing a drug-related serious/severe/moderate adverse event (AE). Patients were re-introduced to nabilone during an up-titration phase until their overall NMS burden improved. Nabilone was continued for six months with clinic visits every 3 months. Evaluation of AEs was based on self-report and clinical assessment. Twenty-two patients participated in the NMS-Nab2-study (age-median 68.33 y, 52% females, disease duration-median 7.42 y). Nabilone was well tolerated with concentration difficulties as the most common treatment-related AE (possibly/not related n = 1 each). One in two drop-outs discontinued because of an AE for which a prohibited concomitant medication needed to be introduced (night-time sleep problems). Efficacy evaluation showed a significant and lasting improvement in NMS burden according to the CGI-I (79% at V3). Nabilone improved overall sleep (NMSS Domain-2: -8.26 points; 95%CI -13.82 to -2.71; p = 0.004; ES = -0.72), night-time sleep problems (MDS-UPDRS-1.7: -1.42 points; 95 CI -2.16 to -0.68; p = 0.002; ES = -0.92), and overall pain (KPPS Total Score: -8.00 points; 95%CI -15.05 to -0.95; p = 0.046; ES -0.55 and MDS-UPDRS-1.9: -0.74 points; 95%CI -1.21 to -0.26; p = 0.008; ES = -0.74). This study demonstrates continuous long-term safety and efficacy in PD patients responding early to nabilone without intolerable side effects.
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Affiliation(s)
- Marina Peball
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
| | - Beatrice Heim
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Federico Carbone
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Oliver Schorr
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Mario Werkmann
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Philipp Ellmerer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Kathrin Marini
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Krismer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Hans-Günther Knaus
- Department for Medical Genetics, Molecular, and Clinical Pharmacology, Medical University of Innsbruck, Innsbruck, Austria
| | - Werner Poewe
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Atbin Djamshidian
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Klaus Seppi
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
- Department of Neurology, District Hospital of Kufstein, Kufstein, Austria.
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26
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Albert L, Potheegadoo J, Herbelin B, Bernasconi F, Blanke O. Numerosity estimation of virtual humans as a digital-robotic marker for hallucinations in Parkinson's disease. Nat Commun 2024; 15:1905. [PMID: 38472203 DOI: 10.1038/s41467-024-45912-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 02/07/2024] [Indexed: 03/14/2024] Open
Abstract
Hallucinations are frequent non-motor symptoms in Parkinson's disease (PD) associated with dementia and higher mortality. Despite their high clinical relevance, current assessments of hallucinations are based on verbal self-reports and interviews that are limited by important biases. Here, we used virtual reality (VR), robotics, and digital online technology to quantify presence hallucination (vivid sensations that another person is nearby when no one is actually present and can neither be seen nor heard) in laboratory and home-based settings. We establish that elevated numerosity estimation of virtual human agents in VR is a digital marker for experimentally induced presence hallucinations in healthy participants, as confirmed across several control conditions and analyses. We translated the digital marker (numerosity estimation) to an online procedure that 170 PD patients carried out remotely at their homes, revealing that PD patients with disease-related presence hallucinations (but not control PD patients) showed higher numerosity estimation. Numerosity estimation enables quantitative monitoring of hallucinations, is an easy-to-use unobtrusive online method, reaching people far away from medical centers, translating neuroscientific findings using robotics and VR, to patients' homes without specific equipment or trained staff.
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Affiliation(s)
- Louis Albert
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL), Geneva, Switzerland
| | - Jevita Potheegadoo
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL), Geneva, Switzerland
| | - Bruno Herbelin
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL), Geneva, Switzerland
| | - Fosco Bernasconi
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL), Geneva, Switzerland
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience, Neuro-X Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL), Geneva, Switzerland.
- Department of Clinical Neurosciences, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
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27
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Badihian N, Savica R, Adler CH, Wszolek ZK, Jackson LM, Benarroch EE, Sandroni P, Low PA, Singer W, Coon EA. Clinical Characteristics and Outcomes in Young-Onset Multiple System Atrophy. Mov Disord Clin Pract 2024; 11:220-226. [PMID: 38468536 PMCID: PMC10928343 DOI: 10.1002/mdc3.13925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Revised: 09/22/2023] [Accepted: 10/29/2023] [Indexed: 03/13/2024] Open
Abstract
BACKGROUND Young-onset multiple system atrophy (YOMSA) is defined as the onset of multiple system atrophy (MSA) before the age of 40 years old. YOMSA is rare and there is much uncertainty of the phenotype and natural history in patients with YOMSA. OBJECTIVE The objective is to evaluate the characteristics and disease course of patients with YOMSA. METHODS We retrospectively reviewed medical records of patients with MSA who were evaluated at all Mayo Clinic sites from 1998 to 2021. We identified patients with YOMSA and evaluated clinical characteristics, autonomic function testing results, and disease course. RESULTS Of 1496 patients with a diagnosis of clinically probable or clinically established MSA, 20 patients had YOMSA. The median age of onset was 39.1 (interquartile range [IQR] = 37.1, 40.1) years; 13 patients (65%) were male. MSA-parkinsonism was the most common subtype (65%). The median duration of symptom onset to YOMSA diagnosis was 4.9 (IQR = 3.7, 9) years. At the time of medical record review, 17 patients were deceased with a median survival of 8.3 (IQR = 7, 10.9) years. Univariate analysis showed that initial onset of autonomic failure predicted unfavorable survival (hazard ratio = 2.89, P = 0.04) compared to those who presented with motor impairment only at onset. At the time of YOMSA diagnosis, composite autonomic severity score was available in 19 patients with a median of 5 (IQR = 4, 6.5). CONCLUSIONS YOMSA resembles MSA in most aspects including phenotype and prognosis, although the diagnosis is usually delayed. The presence of autonomic failure at symptom onset may be a poor predictor for survival.
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Affiliation(s)
- Negin Badihian
- Department of Neurology, Mayo ClinicRochesterMinnesotaUSA
| | - Rodolfo Savica
- Department of Neurology, Mayo ClinicRochesterMinnesotaUSA
| | - Charles H. Adler
- Department of Neurology, Mayo Clinic College of MedicineScottsdaleArizonaUSA
| | | | | | | | - Paola Sandroni
- Department of Neurology, Mayo ClinicRochesterMinnesotaUSA
| | - Phillip A. Low
- Department of Neurology, Mayo ClinicRochesterMinnesotaUSA
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28
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Bovenzi R, Pierantozzi M, Conti M, Carignani S, Fernandes M, Schirinzi T, Cerroni R, Mercuri NB, Stefani A, Liguori C. Parkinson's disease motor progression in relation to the timing of REM sleep behavior disorder presentation: an exploratory retrospective study. J Neural Transm (Vienna) 2024; 131:239-244. [PMID: 38227218 PMCID: PMC10874311 DOI: 10.1007/s00702-024-02739-5] [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: 09/13/2023] [Accepted: 01/03/2024] [Indexed: 01/17/2024]
Abstract
REM sleep behavior disorder (RBD) is a frequent non-motor symptom of Parkinson's disease (PD), and the timing of its presentation might have a role in the underlying neurodegenerative process. Here, we aimed to define the potential impact of probable RBD (pRBD) on PD motor progression.We conducted a longitudinal retrospective study on 66 PD patients followed up at the University Hospital of Rome Tor Vergata. Patients were divided into three groups: with post-motor pRBD (pRBDpost, n = 25), without pRBD (pRBDwo, n = 20), and with pre-motor pRBD (pRBDpre, n = 21). Hoehn and Yahr (H&Y) scores, Unified PD Rating Scale (UPDRS) motor scores, and levodopa equivalent daily dose were collected at two follow-up visits conducted in a 5-year interval (T0 and T1). pRBDpost patients had a greater rate of motor progression in terms of the H&Y scale compared to pRBDpre and pRBDwo patients, without the influence of anti-parkinsonian treatment.These preliminary findings suggest that the post-motor occurrence of pRBD can be associated with an acceleration in PD motor progression.
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Affiliation(s)
- Roberta Bovenzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Mariangela Pierantozzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
- Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Matteo Conti
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Silvia Carignani
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Mariana Fernandes
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Tommaso Schirinzi
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
- Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Rocco Cerroni
- Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Nicola Biagio Mercuri
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Alessandro Stefani
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
- Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy
| | - Claudio Liguori
- Department of Systems Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.
- Parkinson's Disease Unit, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.
- Sleep Medicine Centre, University Hospital of Rome "Tor Vergata", Via Montpellier 1, 00133, Rome, Italy.
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29
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Gerakios F, Yarnall AJ, Bate G, Wright L, Davis D, Stephan BCM, Robinson L, Brayne C, Stebbins G, Taylor JP, Burn DJ, Allan LM, Richardson SJ, Lawson RA. Delirium is more common and associated with worse outcomes in Parkinson's disease compared to older adult controls: results of two prospective longitudinal cohort studies. Age Ageing 2024; 53:afae046. [PMID: 38497236 PMCID: PMC10945294 DOI: 10.1093/ageing/afae046] [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: 08/04/2023] [Indexed: 03/19/2024] Open
Abstract
BACKGROUND Inpatient prevalence of Parkinson's disease (PD) delirium varies widely across the literature. Delirium in general older populations is associated with adverse outcomes, such as increased mortality, dementia, and institutionalisation. However, to date there are no comprehensive prospective studies in PD delirium. This study aimed to determine delirium prevalence in hospitalised PD participants and the association with adverse outcomes, compared to a control group of older adults without PD. METHODS Participants were hospitalised inpatients from the 'Defining Delirium and its Impact in Parkinson's Disease' and the 'Delirium and Cognitive Impact in Dementia' studies comprising 121 PD participants and 199 older adult controls. Delirium was diagnosed prospectively using the Diagnostic and Statistical Manual of Mental Disorders 5th Edition criteria. Outcomes were determined by medical note reviews and/or home visits 12 months post hospital discharge. RESULTS Delirium was identified in 66.9% of PD participants compared to 38.7% of controls (p < 0.001). In PD participants only, delirium was associated with a significantly higher risk of mortality (HR = 3.3 (95% confidence interval [CI] = 1.3-8.6), p = 0.014) and institutionalisation (OR = 10.7 (95% CI = 2.1-54.6), p = 0.004) 12 months post-discharge, compared to older adult controls. However, delirium was associated with an increased risk of developing dementia 12 months post-discharge in both PD participants (OR = 6.1 (95% CI = 1.3-29.5), p = 0.024) and in controls (OR = 13.4 (95% CI = 2.5-72.6), p = 0.003). CONCLUSION Delirium is common in hospitalised PD patients, affecting two thirds of patients, and is associated with increased mortality, institutionalisation, and dementia. Further research is essential to understand how to accurately identify, prevent and manage delirium in people with PD who are in hospital.
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Affiliation(s)
- Florence Gerakios
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Alison J Yarnall
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- Newcastle upon Tyne NHS Foundation Trust, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Faculty of Medical Sciences, Newcastle University, UK
| | - Gemma Bate
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Laura Wright
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Daniel Davis
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| | - Blossom C M Stephan
- Institute of Mental Health, School of Medicine, Nottingham University, Nottingham, UK
- Dementia Centre of Excellence, EnAble Institute, Curtin University, Perth, Australia
| | - Louise Robinson
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Carol Brayne
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Glenn Stebbins
- Department of Neurological Sciences, Rush University Medical Center, Chicago, USA
| | - John-Paul Taylor
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Faculty of Medical Sciences, Newcastle University, UK
| | - David J Burn
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Louise M Allan
- Centre for Research in Ageing and Cognitive Health, University of Exeter, Exeter, UK
| | - Sarah J Richardson
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Faculty of Medical Sciences, Newcastle University, UK
| | - Rachael A Lawson
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
- NIHR Newcastle Biomedical Research Centre, Faculty of Medical Sciences, Newcastle University, UK
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Kurihara K, Fujioka S, Mizutani Y, Watanabe H, Iwaoka K, Maeda T, Seki M, Tezuka T, Nakahara J, Konno T, Ishiguro T, Onodera O, Asano Y, Takahashi K, Rizos A, Chaudhuri KR, Tsuboi Y. Validation study of the Japanese version of the King's Parkinson's Disease Pain Scale and the King's Parkinson's Disease Pain Questionnaire. Parkinsonism Relat Disord 2024; 120:106012. [PMID: 38290410 DOI: 10.1016/j.parkreldis.2024.106012] [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: 10/31/2023] [Revised: 01/15/2024] [Accepted: 01/21/2024] [Indexed: 02/01/2024]
Abstract
INTRODUCTION The King's Parkinson's Disease Pain Scale (KPPS)/King's Parkinson's Disease Pain Questionnaire (KPPQ) was developed as a tool to quantitatively assess pain in patients with Parkinson's disease (PwPD). Here, we conducted a Japanese multicenter validation study to verify the reliability of KPPS/KPPQ in Japanese PwPD. METHODS PwPD, ≥20 years, with unexplained pain were included; those with a definitive primary cause of pain other than PD were excluded. A total of 151 patients who fulfilled the criteria were analyzed, and test-retest reliability was investigated in 25 individuals. RESULTS The 151 patients included 101 women (66.9 %); mean age 68.3 ± 9.9 years, mean disease duration 9.2 ± 5.2 years. The most frequent pain type in the KPPS classification was musculoskeletal pain (82.8 %). There was a positive correlation between KPPS total score and the Non-Motor Symptoms Scale (NMSS) total score, NMSS item 27, the Parkinson's disease sleep scale-version 2 (PDSS-2) total score, PDSS-2 item 10, the Parkinson's Disease Questionnaire-8 (PDQ-8) summary index and PDQ-8 item 7. Cronbach's alpha of KPPS was 0.626 (0.562-0.658) and the intraclass correlation coefficient of test-retest reliability was 0.740. Cronbach's alpha of KPPQ was 0.660 (0.617-0.705) and a test-retest reliability of kappa coefficient was 0.593 (0.0-1.0). CONCLUSIONS KPPS correlated well with other scales for assessing pain. KPPS correlated well with patients' quality of life, non-motor symptoms, and sleep disturbances. The reproducibility of KPPS/KPPQ makes it suitable for continuous evaluation of the same patient. On the other hand, the internal consistency of KPPS/KPPQ is rather low.
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Affiliation(s)
- Kanako Kurihara
- Department of Neurology, Faculty of Medicine, Fukuoka University, 7-45-1 Nanakuma, Johnan-ku, Fukuoka, 814-0180, Japan
| | - Shinsuke Fujioka
- Department of Neurology, Faculty of Medicine, Fukuoka University, 7-45-1 Nanakuma, Johnan-ku, Fukuoka, 814-0180, Japan
| | - Yasuaki Mizutani
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Hirohisa Watanabe
- Department of Neurology, Fujita Health University School of Medicine, 1-98 Dengakugakugo, Kutsukake-Cho, Toyoake, Aichi, 470-1192, Japan
| | - Kazuhiro Iwaoka
- Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, 2-1-1 Idai-dori, Yahaba-cho, Shiwa-gun, Iwate, 028-3695, Japan
| | - Tetsuya Maeda
- Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, 2-1-1 Idai-dori, Yahaba-cho, Shiwa-gun, Iwate, 028-3695, Japan
| | - Morinobu Seki
- Department of Neurology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Toshiki Tezuka
- Department of Neurology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Jin Nakahara
- Department of Neurology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-Ku, Tokyo, 160-8582, Japan
| | - Takuya Konno
- Department of Neurology, Brain Research Institute, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, Niigata, 951-8585, Japan
| | - Takanobu Ishiguro
- Department of Neurology, Brain Research Institute, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, Niigata, 951-8585, Japan
| | - Osamu Onodera
- Department of Neurology, Brain Research Institute, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, Niigata, 951-8585, Japan
| | - Yuri Asano
- Department of Neurology, Tokyo Metropolitan Neurological Hospital, 2-6-1 Musashi dai Fuchu-City, Tokyo, 183-0042, Japan
| | - Kazushi Takahashi
- Department of Neurology, Tokyo Metropolitan Neurological Hospital, 2-6-1 Musashi dai Fuchu-City, Tokyo, 183-0042, Japan
| | - Alexandra Rizos
- Parkinson's Foundation International Centre of Excellence, King's College Hospital, London, United Kingdom
| | - K Ray Chaudhuri
- Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Yoshio Tsuboi
- Department of Neurology, Faculty of Medicine, Fukuoka University, 7-45-1 Nanakuma, Johnan-ku, Fukuoka, 814-0180, Japan.
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Wiesman AI, Madge V, Fon EA, Dagher A, Collins DL, Baillet S. Associations between neuromelanin depletion and cortical rhythmic activity in Parkinson's disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.16.24302958. [PMID: 38405952 PMCID: PMC10889029 DOI: 10.1101/2024.02.16.24302958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Background and Objectives Parkinson's disease (PD) is marked by the death of neuromelanin-rich dopaminergic and noradrenergic cells in the substantia nigra (SN) and the locus coeruleus (LC), respectively, resulting in motor and cognitive impairments. While SN dopamine dysfunction has clear neurophysiological effects, the impact of reduced LC norepinephrine signaling on brain activity in PD remains to be established. Methods We used neuromelanin-sensitive T1-weighted MRI (NPD = 58; NHC = 27) and task-free magnetoencephalography (NPD = 58; NHC = 65) to identify neuropathophysiological factors related to the degeneration of the LC and SN in patients with PD. Results We found pathological increases in rhythmic alpha (8 - 12 Hz) activity in patients with decreased LC neuromelanin, with a stronger association in patients with worse attentional impairments. This negative alpha-LC neuromelanin relationship is also stronger in fronto-motor cortices, which are regions with high densities of norepinephrine transporters in the healthy brain, and where alpha activity is negatively related to attention scores. These observations support a noradrenergic association between LC integrity and alpha band activity. Our data also show that rhythmic beta (15 - 29 Hz) activity in the left somato-motor cortex decreases with lower levels of SN neuromelanin; the same regions where beta activity reflects axial motor symptoms. Discussion Together, our findings clarify the association of well-documented alterations of rhythmic neurophysiology in PD with cortical and subcortical neurochemical systems. Specifically, attention-related alpha activity reflects dysfunction of the noradrenergic system, and beta activity with relevance to motor impairments reflects dopaminergic dysfunction.
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Affiliation(s)
- Alex I. Wiesman
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Victoria Madge
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Edward A. Fon
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Alain Dagher
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - D Louis Collins
- Montreal Neurological Institute, McGill University, Montreal, Canada
| | - Sylvain Baillet
- Montreal Neurological Institute, McGill University, Montreal, Canada
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Toś M, Grażyńska A, Antoniuk S, Siuda J. Impulse Control Disorders in Parkinson's Disease and Atypical Parkinsonian Syndromes-Is There a Difference? Brain Sci 2024; 14:181. [PMID: 38391755 PMCID: PMC10886884 DOI: 10.3390/brainsci14020181] [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: 01/22/2024] [Revised: 02/10/2024] [Accepted: 02/14/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Impulse control disorders (ICDs) are characterized by potentially harmful actions resulting from disturbances in the self-control of emotions and behavior. ICDs include disorders such as gambling, hypersexuality, binge eating, and compulsive buying. ICDs are known non-motor symptoms in Parkinson's disease (PD) and are associated primarily with the use of dopaminergic treatment (DRT) and especially dopamine agonists (DA). However, in atypical parkinsonism (APS), such as progressive supranuclear palsy (PSP) or multiple system atrophy (MSA), there are only single case reports of ICDs without attempts to determine the risk factors for their occurrence. Moreover, numerous reports in the literature indicate increased impulsivity in PSP. Our study aimed to determine the frequency of individual ICDs in APS compared to PD and identify potential factors for developing ICDs in APS. MATERIALS AND METHODS Our prospective study included 185 patients with PD and 35 with APS (27 patients with PSP and 9 with MSA) hospitalized between 2020 and 2023 at the Neurological Department of University Central Hospital in Katowice. Each patient was examined using the Questionnaire for Impulsive-Compulsive Disorders in Parkinson's Disease (QUIP) to assess ICDs. Additionally, other scales were used to assess the advancement of the disease, the severity of depression, and cognitive impairment. Information on age, gender, age of onset, disease duration, and treatment used were collected from medical records and patient interviews. RESULTS ICDs were detected in 23.39% of patients with PD (including binge eating in 11.54%, compulsive buying in 10.44%, hypersexuality in 8.79%, and pathological gambling in 4.40%), in one patient with MSA (hypersexuality and pathological gambling), and in 18.52% of patients with PSP (binge eating in 3.70%, compulsive buying in 7.41%, and hypersexuality in 11.11%). We found no differences in the frequency of ICDs between individual diseases (p = 0.4696). We confirmed that the use of higher doses of DA and L-dopa in patients with PD, as well as a longer disease duration and the presence of motor complications, were associated with a higher incidence of ICDs. However, we did not find any treatment effect on the incidence of ICDs in APS. CONCLUSIONS ICDs are common and occur with a similar frequency in PD and APS. Well-described risk factors for ICDs in PD, such as the use of DRT or longer disease duration, are not fully reflected in the risk factors for ICDs in APS. This applies especially to PSP, which, unlike PD and MSA, is a tauopathy in which, in addition to the use of DRT, other mechanisms related to the disease, such as disorders in neuronal loops and neurotransmitter deficits, may influence the development of ICDs. Further prospective multicenter studies recruiting larger groups of patients are needed to fully determine the risk factors and mechanisms of ICD development in APS.
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Affiliation(s)
- Mateusz Toś
- Department of Neurology, Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-055 Katowice, Poland
| | - Anna Grażyńska
- Department of Imaging Diagnostics and Interventional Radiology, Kornel Gibiński Independent Public Central Clinical Hospital, Medical University of Silesia, 40-055 Katowice, Poland
| | - Sofija Antoniuk
- St. Barbara Regional Specialist Hospital No. 5, 41-200 Sosnowiec, Poland
| | - Joanna Siuda
- Department of Neurology, Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-055 Katowice, Poland
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Heldmann M, Rinckens C, Brüggemann N, Al-Khaled M, Münte TF. Creative thinking and cognitive estimation in Parkinson's disease. Neurol Res Pract 2024; 6:9. [PMID: 38355739 PMCID: PMC10868033 DOI: 10.1186/s42466-023-00304-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 12/16/2023] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Patients with Parkinson's disease (PD) have been reported to exhibit unusual bouts of creativity (e.g., painting, writing), in particular in the context of treatment with dopaminergic agents. Here we investigated divergent and convergent thinking thought to underlie creativity. In addition we assessed cognitive estimation. METHOD Twenty PD patients and 20 matched healthy control participants were subjected to the Guilford Alternate Uses task (divergent thinking), the remote associates task (convergent thinking) and two tests of cognitive estimation. RESULTS No group differences were found for the convergent thinking task, while the Guilford Alternate Uses task revealed a decreased number of correct responses and a reduced originality for PD patients. Originality in PD was correlated to total daily dose of dopaminergic medication. Moreover, both tasks of cognitive estimation showed an impairment in PD. CONCLUSION Only minor effects were found for psychometric indices of subprocesses of creative thinking, while estimation, relying on executive functioning, is impaired in PD. We suggest to take a product oriented view of creativity in further research on altered creative processes in PD.
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Affiliation(s)
- Marcus Heldmann
- Department of Neurology, University of Lübeck, Lübeck, Germany
- Center for Brain, Behavior and Metabolism, University of Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Celia Rinckens
- Department of Neurology, University of Lübeck, Lübeck, Germany
| | - Norbert Brüggemann
- Department of Neurology, University of Lübeck, Lübeck, Germany
- Center for Brain, Behavior and Metabolism, University of Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | | | - Thomas F Münte
- Center for Brain, Behavior and Metabolism, University of Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany.
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Ueno T, Haga R, Arai A, Tomiyama M. Quality of life assessment when considering the introduction of device-assisted therapies in advanced Parkinson's disease: A retrospective observational cross-sectional study. J Neurol Sci 2024; 457:122890. [PMID: 38232467 DOI: 10.1016/j.jns.2024.122890] [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: 09/11/2023] [Revised: 12/05/2023] [Accepted: 01/11/2024] [Indexed: 01/19/2024]
Abstract
INTRODUCTION Device-aided therapy (DAT) is an established treatment for improving the quality of life (QOL) in individuals with advanced Parkinson's disease (APD). Criteria for starting DAT, including motor and non-motor symptoms, have been proposed. However, it remains unclear whether QOL differences among patients with APD influence DAT introduction. Therefore, we aimed to investigate QOL differences between patients with and without DAT introduction. METHODS This retrospective observational cross-sectional study included 245 patients with PD who were followed up between January 1, 2020, and June 30, 2022. We defined cases that underwent DAT introduction after evaluation as "planned-DAT" and those that did not as "not-planned-DAT." We performed between-group comparisons of the PD questionnaire-39 (PDQ-39) summary index (SI) in patients with APD who met the 5-2-1 criteria (≥5 times the oral levodopa dose/day, ≥2 h of "off" symptoms/day, and ≥ 1 h of troublesome dyskinesia/day). RESULTS Seventy-nine patients met the inclusion criteria for APD (median age: 68 [61.0-73.0] years; 62.8% [N = 52] women). The PDQ-39 SI scores were higher in the planned-DAT group (N = 12) than in the not-planned-DAT group (N = 67) (29.2 [22.1-33.6] vs. 19.0 [10.3-49.6] points, P < 0.05). After propensity-score matching according to age and sex, the PDQ-39 SI scores remained higher in the planned-DAT (N = 9) than in the not-planned-DAT group (N = 18) (40.0 [25.4-60.0] vs. 18.5 [7.9-46.8] points, P < 0.05). CONCLUSIONS Our results suggest that QOL assessment using PDQ-39 can be used to identify patients eligible for DAT.
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Affiliation(s)
- Tatsuya Ueno
- Department of Neurology, Aomori Prefectural Central Hospital, Aomori, Japan.
| | - Rie Haga
- Department of Neurology, Aomori Prefectural Central Hospital, Aomori, Japan
| | - Akira Arai
- Department of Neurology, Aomori Prefectural Central Hospital, Aomori, Japan
| | - Masahiko Tomiyama
- Department of Neurology, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
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Martínez Fernández R, Natera Villalba E, Rodriguez-Rojas R, Del Álamo M, Pineda-Pardo JA, Obeso I, Mata-Marín D, Guida P, Jimenez-Castellanos T, Pérez-Bueno D, Duque A, Máñez Miró JU, Gasca-Salas C, Matarazzo M, Obeso JA. Unilateral focused ultrasound subthalamotomy in early Parkinson's disease: a pilot study. J Neurol Neurosurg Psychiatry 2024; 95:206-213. [PMID: 37673642 DOI: 10.1136/jnnp-2023-331211] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 08/23/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND Unilateral focused ultrasound subthalamotomy (FUS-STN) improves motor features of Parkinson's disease (PD) in moderately advanced patients. The less invasive nature of FUS makes its early application in PD feasible. We aim to assess the safety and efficacy of unilateral FUS-STN in patients with PD of less than 5 years from diagnosis (early PD). METHODS Prospective, open-label study. Eligible patients with early PD had highly asymmetrical cardinal features. The primary outcome was safety, defined as treatment-related adverse events at 6 months. Secondary outcomes included efficacy, assessed as motor improvement in the Movement Disorders Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS), motor fluctuations, non-motor symptoms, daily living activities, quality of life, medication and patients' impression of change. RESULTS Twelve patients with PD (median age 52.0 (IQR 49.8-55.3) years, median time from diagnosis 3.0 (2.1-3.9) years) underwent unilateral FUS-STN. Within 2 weeks after treatment, five patients developed dyskinesia on the treated side, all resolved after levodopa dose adjustment. One patient developed mild contralateral motor weakness which fully resolved in 4 weeks. One patient developed dystonic foot and another hand and foot dystonia. The latter impaired gait and became functionally disabling initially. Both cases were well controlled with botulinum toxin injections. The off-medication motor MDS-UPDRS score for the treated side improved at 12 months by 68.7% (from 14.5 to 4.0, p=0.002), and the total motor MDS-UPDRS improved by 49.0% (from 26.5 to 13.0, p=0.002). Eleven patients (92%) reported global improvement 12 months after treatment. CONCLUSION Unilateral FUS-STN may be safe and effective to treat motor manifestations in patients with early PD. A larger confirmatory trial is warranted. TRIAL REGISTRATION NUMBER NCT04692116.
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Affiliation(s)
- Raúl Martínez Fernández
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- Instituto Carlos III, CIBERNED, Madrid, Spain
| | - Elena Natera Villalba
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- PhD Medicine Program, Universidad Autonoma de Madrid, Madrid, Spain
| | - Rafael Rodriguez-Rojas
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- Instituto Carlos III, CIBERNED, Madrid, Spain
| | - Marta Del Álamo
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
| | - Jose A Pineda-Pardo
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- Instituto Carlos III, CIBERNED, Madrid, Spain
| | - Ignacio Obeso
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
| | - David Mata-Marín
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- PhD Neuroscience Program, Universidad Autonoma de Madrid, Madrid, Spain
| | - Pasqualina Guida
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- PhD Neuroscience Program, Universidad Autonoma de Madrid, Madrid, Spain
| | - Tamara Jimenez-Castellanos
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- PhD Epidemiology and Public Health Program, Universidad Autonoma de Madrid, Madrid, Spain
| | - Diana Pérez-Bueno
- Anesthesia Department, Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
| | - Alicia Duque
- Neuroradiology Department, Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
| | - Jorge U Máñez Miró
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- PhD Neuroscience Program, Universidad Autonoma de Madrid, Madrid, Spain
| | - Carmen Gasca-Salas
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- Instituto Carlos III, CIBERNED, Madrid, Spain
| | - Michele Matarazzo
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- Instituto Carlos III, CIBERNED, Madrid, Spain
| | - Jose A Obeso
- HM CINAC (Centro Integral de Neurociencias Abarca Campal), Hospital Universitario HM Puerta del Sur, HM Hospitales, Madrid, Spain
- Instituto Carlos III, CIBERNED, Madrid, Spain
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Simonetta C, Bissacco J, Conti M, Bovenzi R, Salimei C, Cerroni R, Pierantozzi M, Stefani A, Mercuri NB, Schirinzi T. Motor cortex transcranial direct current stimulation improves non-motor symptoms in early-onset Parkinson's disease: a pilot study. J Neural Transm (Vienna) 2024; 131:189-193. [PMID: 38104296 DOI: 10.1007/s00702-023-02726-2] [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: 10/31/2023] [Accepted: 12/08/2023] [Indexed: 12/19/2023]
Abstract
Early-onset Parkinson's Disease (EOPD) demands tailored treatments. The younger age of patients might account for a higher sensitivity to transcranial direct current stimulation (tDCS) based non-invasive neuromodulation, which may raise as an integrative therapy in the field. Accordingly, here we assessed the safety and efficacy of the primary left motor cortex (M1) anodal tDCS in EOPD. Ten idiopathic EOPD patients received tDCS at 2.0 mA per 20 min for 10 days within a crossover, double-blind, sham-controlled pilot study. The outcome was evaluated by measuring changes in MDS-UPDRS part III, Non-Motor Symptoms Scale (NMSS), PD-cognitive rating scale, and PD Quality of Life Questionnaire-39 scores. We showed that anodal but not sham tDCS significantly reduced the NMSS total and "item 2" (sleep/fatigue) scores. Other parameters were not modified. No adverse events occurred. M1 anodal tDCS might thus evoke plasticity changes in cortical-subcortical circuits involved in non-motor functions, supporting the value as a therapeutic option in EOPD.
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Affiliation(s)
- Clara Simonetta
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
| | - Jacopo Bissacco
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
| | - Matteo Conti
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
| | - Roberta Bovenzi
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
| | - Chiara Salimei
- Department of Clinical Sciences and Translational Medicine, Tor Vergata University of Rome, Rome, Italy
| | - Rocco Cerroni
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
| | - Mariangela Pierantozzi
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
- UOSD Parkinson Centre, Tor Vergata University Hospital, Rome, Italy
| | - Alessandro Stefani
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
- UOSD Parkinson Centre, Tor Vergata University Hospital, Rome, Italy
| | - Nicola Biagio Mercuri
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy
| | - Tommaso Schirinzi
- Unit of Neurology, Department of Systems Medicine, University of Rome Tor Vergata, Via Montpellier, 00133, Rome, Italy.
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Greten S, Wegner F, Jensen I, Krey L, Rogozinski S, Fehring M, Heine J, Doll-Lee J, Pötter-Nerger M, Zeitzschel M, Hagena K, Pedrosa DJ, Eggers C, Bürk K, Trenkwalder C, Claus I, Warnecke T, Süß P, Winkler J, Gruber D, Gandor F, Berg D, Paschen S, Classen J, Pinkhardt EH, Kassubek J, Jost WH, Tönges L, Kühn AA, Schwarz J, Peters O, Dashti E, Priller J, Spruth EJ, Krause P, Spottke A, Schneider A, Beyle A, Kimmich O, Donix M, Haussmann R, Brandt M, Dinter E, Wiltfang J, Schott BH, Zerr I, Bähr M, Buerger K, Janowitz D, Perneczky R, Rauchmann BS, Weidinger E, Levin J, Katzdobler S, Düzel E, Glanz W, Teipel S, Kilimann I, Prudlo J, Gasser T, Brockmann K, Hoffmann DC, Klockgether T, Krause O, Heck J, Höglinger GU, Klietz M. The comorbidity and co-medication profile of patients with progressive supranuclear palsy. J Neurol 2024; 271:782-793. [PMID: 37803149 PMCID: PMC10827866 DOI: 10.1007/s00415-023-12006-4] [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: 08/23/2023] [Revised: 09/12/2023] [Accepted: 09/14/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Progressive supranuclear palsy (PSP) is usually diagnosed in elderly. Currently, little is known about comorbidities and the co-medication in these patients. OBJECTIVES To explore the pattern of comorbidities and co-medication in PSP patients according to the known different phenotypes and in comparison with patients without neurodegenerative disease. METHODS Cross-sectional data of PSP and patients without neurodegenerative diseases (non-ND) were collected from three German multicenter observational studies (DescribePSP, ProPSP and DANCER). The prevalence of comorbidities according to WHO ICD-10 classification and the prevalence of drugs administered according to WHO ATC system were analyzed. Potential drug-drug interactions were evaluated using AiDKlinik®. RESULTS In total, 335 PSP and 275 non-ND patients were included in this analysis. The prevalence of diseases of the circulatory and the nervous system was higher in PSP at first level of ICD-10. Dorsopathies, diabetes mellitus, other nutritional deficiencies and polyneuropathies were more frequent in PSP at second level of ICD-10. In particular, the summed prevalence of cardiovascular and cerebrovascular diseases was higher in PSP patients. More drugs were administered in the PSP group leading to a greater percentage of patients with polypharmacy. Accordingly, the prevalence of potential drug-drug interactions was higher in PSP patients, especially severe and moderate interactions. CONCLUSIONS PSP patients possess a characteristic profile of comorbidities, particularly diabetes and cardiovascular diseases. The eminent burden of comorbidities and resulting polypharmacy should be carefully considered when treating PSP patients.
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Affiliation(s)
- Stephan Greten
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany.
| | - Florian Wegner
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Ida Jensen
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Lea Krey
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Sophia Rogozinski
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Meret Fehring
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Johanne Heine
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Johanna Doll-Lee
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Monika Pötter-Nerger
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Molly Zeitzschel
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - Keno Hagena
- Department of Neurology, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany
| | - David J Pedrosa
- Department of Neurology, University Hospital of Marburg and Gießen, 35043, BaldingerstraßeMarburg, Germany
| | - Carsten Eggers
- Department of Neurology, Knappschaftskrankenhaus Bottrop, Osterfelder Str. 157, 46242, Bottrop, Germany
| | - Katrin Bürk
- Kliniken Schmieder Stuttgart-Gerlingen, Solitudestraße 20, 70839, Gerlingen, Germany
| | | | - Inga Claus
- Department of Neurology with Institute of Translational Neurology, University Hospital Muenster, Albert-Schweitzer-Campus 1, 48149, Muenster, Germany
| | - Tobias Warnecke
- Department of Neurology and Neurorehabilitation, Klinikum Osnabrueck-Academic Teaching Hospital of the WWU Muenster, Am Finkenhügel 1, 49076, Osnabrueck, Germany
| | - Patrick Süß
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schloßplatz 4, 91054, Erlangen, Germany
- Center of Rare Diseases Erlangen (ZSEER), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schloßplatz 4, 91054, Erlangen, Germany
| | - Jürgen Winkler
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schloßplatz 4, 91054, Erlangen, Germany
- Center of Rare Diseases Erlangen (ZSEER), University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Schloßplatz 4, 91054, Erlangen, Germany
| | - Doreen Gruber
- Movement Disorders Hospital, Beelitz-Heilstätten, Straße Nach Fichtenwalde 16, 14547, Beelitz-Heilstätten, Germany
| | - Florin Gandor
- Movement Disorders Hospital, Beelitz-Heilstätten, Straße Nach Fichtenwalde 16, 14547, Beelitz-Heilstätten, Germany
| | - Daniela Berg
- Department of Neurology, Kiel University, Christian-Albrechts-Platz 4, 24118, Kiel, Germany
| | - Steffen Paschen
- Department of Neurology, Kiel University, Christian-Albrechts-Platz 4, 24118, Kiel, Germany
| | - Joseph Classen
- Department of Neurology, University of Leipzig Medical Center, Liebigstraße, 18, 04103, Leipzig, Germany
| | - Elmar H Pinkhardt
- Department of Neurology, University of Ulm, Oberer Eselsberg 45, 89081, Ulm, Germany
| | - Jan Kassubek
- Department of Neurology, University of Ulm, Oberer Eselsberg 45, 89081, Ulm, Germany
- German Center for Neurodegenerative Diseases (DZNE), Oberer Eselsberg, 89081, Ulm, Germany
| | - Wolfgang H Jost
- Parkinson-Klinik Ortenau, Kreuzbergstraße 12, 77709, Wolfach, Germany
| | - Lars Tönges
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
- Protein Research Unit Ruhr (PURE), Neurodegeneration Research, Ruhr University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Andrea A Kühn
- Movement Disorder and Neuromodulation Unit, Department of Neurology, Charité, University Medicine Berlin, Charitépl. 1, 10117, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Charitépl. 1, 10117, Berlin, Germany
| | - Johannes Schwarz
- Department of Neurology, Klinik Haag I. OB, Krankenhausstraße 1, 84453, Mühldorf a. Inn, Germany
| | - Oliver Peters
- German Center for Neurodegenerative Diseases (DZNE), Charitépl. 1, 10117, Berlin, Germany
- Department of Psychiatry, Charité-Universitätsmedizin Berlin, Charitépl. 1, 10117, Berlin, Germany
| | - Eman Dashti
- Department of Neurology, Charité-Universitätsmedizin Berlin, Charitépl. 1, 10117, Berlin, Germany
| | - Josef Priller
- German Center for Neurodegenerative Diseases (DZNE), Charitépl. 1, 10117, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitépl. 1, 10117, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Klinikum Rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany
| | - Eike J Spruth
- German Center for Neurodegenerative Diseases (DZNE), Charitépl. 1, 10117, Berlin, Germany
- Department of Psychiatry and Psychotherapy, Charité, Charitépl. 1, 10117, Berlin, Germany
| | - Patricia Krause
- German Center for Neurodegenerative Diseases (DZNE), Charitépl. 1, 10117, Berlin, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Anja Schneider
- German Center for Neurodegenerative Diseases (DZNE), Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Aline Beyle
- German Center for Neurodegenerative Diseases (DZNE), Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Okka Kimmich
- German Center for Neurodegenerative Diseases (DZNE), Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Markus Donix
- German Center for Neurodegenerative Diseases (DZNE), Tatzberg 41, 01307, Dresden, Germany
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Robert Haussmann
- Department of Psychiatry and Psychotherapy, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Moritz Brandt
- German Center for Neurodegenerative Diseases (DZNE), Tatzberg 41, 01307, Dresden, Germany
- Department of Neurology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Elisabeth Dinter
- German Center for Neurodegenerative Diseases (DZNE), Tatzberg 41, 01307, Dresden, Germany
- Department of Neurology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - Jens Wiltfang
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, 37075, Göttingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
- Neurosciences and Signaling Group, Institute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
| | - Björn H Schott
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, 37075, Göttingen, Germany
- Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
| | - Inga Zerr
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, 37075, Göttingen, Germany
- Department of Neurology, University Medical Center, Georg August University, Von-Siebold-Str. 5, 37075, Göttingen, Germany
| | - Mathias Bähr
- German Center for Neurodegenerative Diseases (DZNE), Von-Siebold-Str. 3a, 37075, Göttingen, Germany
- Department of Neurology, University Medical Center, Georg August University, Von-Siebold-Str. 5, 37075, Göttingen, Germany
- Cluster of Excellence Nanoscale Microscopy and Molecular Physiology of the Brain (CNMPB), University Medical Center Göttingen, Von-Siebold-Str. 5, 37075, Göttingen, Germany
| | - Katharina Buerger
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Daniel Janowitz
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Robert Perneczky
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Ageing Epidemiology Research Unit, School of Public Health, Imperial College London, Exhibition Rd, South Kensington, London, SW7 2BX, UK
| | - Boris-Stephan Rauchmann
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Endy Weidinger
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Johannes Levin
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Sabrina Katzdobler
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Universitätspl. 2, 39106, Magdeburg, Germany
- Institute of Cognitive Neuroscience, University College London, Gower St, London, WC1E 6BT, UK
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE), Leipziger Straße 44, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Universitätspl. 2, 39106, Magdeburg, Germany
- Clinic for Neurology, Medical Faculty, University Hospital Magdeburg, Leipziger Str. 44, 39120, Magdeburg, Germany
| | - Stefan Teipel
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock-GreifswaldRostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Schillingallee 35, 18057, Rostock, Germany
| | - Ingo Kilimann
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock-GreifswaldRostock, Germany
- Department of Psychosomatic Medicine, Rostock University Medical Center, Schillingallee 35, 18057, Rostock, Germany
| | - Johannes Prudlo
- German Center for Neurodegenerative Diseases (DZNE), Gehlsheimer Straße 20, 18147, Rostock-GreifswaldRostock, Germany
- Department of Neurology, University Medical Center, Schillingallee 35, 18057, Rostock, Germany
| | - Thomas Gasser
- German Center for Neurodegenerative Diseases (DZNE), Otfried-Müller-Straße 23, 72076, Tübingen, Germany
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Kathrin Brockmann
- German Center for Neurodegenerative Diseases (DZNE), Otfried-Müller-Straße 23, 72076, Tübingen, Germany
- Department of Neurodegenerative Diseases, Hertie Institute for Clinical Brain Research, University of Tübingen, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Daniel C Hoffmann
- German Center for Neurodegenerative Diseases (DZNE), Venusberg-Campus 1, 53127, Bonn, Germany
| | - Thomas Klockgether
- German Center for Neurodegenerative Diseases (DZNE), Venusberg-Campus 1, 53127, Bonn, Germany
- Department of Neurology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany
| | - Olaf Krause
- Center for Medicine of the Elderly, DIAKOVERE Henriettenstift and Department of General Medicine and Palliative Care, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
- Center for Geriatric Medicine, Hospital DIAKOVERE Henriettenstift, Schwemannstrasse 19, 30559, Hannover, Germany
| | - Johannes Heck
- Institute for Clinical Pharmacology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
| | - Günter U Höglinger
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
- German Center for Neurodegenerative Diseases (DZNE), Feodor-Lynen-Strasse 17, 81377, Munich, Germany
- Department of Neurology, University Hospital of Munich, Ludwig-Maximilians-Universität (LMU) Munich, Feodor-Lynen-Strasse 17, 81377, Munich, Germany
| | - Martin Klietz
- Department of Neurology, Hannover Medical School, Carl-Neuberg-Straße 1, 30625, Hannover, Germany
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Rukavina K, Mulholland N, Corcoran B, Skoric MK, Staunton J, Rota S, Zinzalias P, Wu K, Fieldwalker A, Bannister K, Rizos A, Chaudhuri KR. Musculoskeletal pain in Parkinson's disease: Association with dopaminergic deficiency in the caudate nucleus. Eur J Pain 2024; 28:244-251. [PMID: 37587725 DOI: 10.1002/ejp.2172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 07/09/2023] [Accepted: 08/01/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND Musculoskeletal (MSK) pain affects over 80% of People with Parkinson's (PD, PwP) and may, in part, be dopaminergic in origin, as dopaminergic medication often leads to its relief. METHODS PwP who underwent striatal dopamine transporter visualization with a radiopharmaceutical DaTscan™ (123 I-Ioflupane Injection) using a single-photon emission computed tomography (SPECT) as a part of their clinical-diagnostic work up were enrolled in the "Non-motor International Longitudinal Study" (NILS; UK National Institute for Health Research Clinical Research Network Number 10084) and included in this cross-sectional analysis. The association between specific DaTscan binding ratios for each striatum, the caudate nucleus and putamen and clinical ratings for MSK pain (assessed using the King's Parkinson's Disease Pain Scale (KPPS)) were analysed. RESULTS 53 PwP (30.2% female; age: 63.79 ± 11.31 years; disease duration (DD): 3.32 (0.31-14.41) years; Hoehn & Yahr stage (H&Y): 2 (1-4); Levodopa Equivalent Daily Dose (LEDD): 543.08 ± 308.94 mg) were assessed and included in this analysis. MSK pain was highly prevalent (71.7% of all participants, mean KPPS Item 1 score 5.34 ± 4.76) and did not correlate with the motor symptoms burden (SCOPA-Motor total score; p = 0.783) but showed a significant correlation with quality of life (PDQ-8, rs = 0.290, p = 0.035). z-scores for the caudate nucleus (Exp (B) = 0.367, 95% CI for Exp (B) 0.148-0.910, p = 0.031) and striatum (Exp (B) = 0.338, 95% CI for Exp (B) 0.123-0.931, p = 0.036), adjusted for DD, H&Y and LEDD, were significant determinants of MSK pain. CONCLUSIONS Our findings suggest an association between MSK pain in PwP and the severity of dopaminergic deficiency in the caudate nucleus. SIGNIFICANCE In People with Parkinson's, musculoskeletal pain does not arise simply as a direct sequel to motor symptoms-instead, it is linked to the severity of dopaminergic depletion in the caudate nucleus.
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Affiliation(s)
- Katarina Rukavina
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Nicola Mulholland
- Department of Nuclear Medicine, King's College Hospital NHS Foundation Trust, London, UK
| | - Benjamin Corcoran
- Department of Nuclear Medicine, King's College Hospital NHS Foundation Trust, London, UK
| | - Magdalena Krbot Skoric
- Laboratory for Cognitive and Experimental Neurophysiology, Department of Neurology, University Hospital Center Zagreb, Zagreb, Croatia
| | - Juliet Staunton
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Silvia Rota
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Pavlos Zinzalias
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Kit Wu
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - Anna Fieldwalker
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
| | - Kirsty Bannister
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
| | - Alexandra Rizos
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
| | - K Ray Chaudhuri
- Institute of Psychiatry, Psychology & Neuroscience at King's College London, London, UK
- Parkinson's Foundation Centre of Excellence, King's College Hospital NHS Foundation Trust, London, UK
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Dashtelei AA, Nitsche MA, Salehinejad MA, Habibi AH, Bakhtyiari J, Khatoonabadi AR. Adjunctive transcranial direct current stimulation to improve swallowing functions in Parkinson's disease. EXCLI JOURNAL 2024; 23:95-107. [PMID: 38487086 PMCID: PMC10938234 DOI: 10.17179/excli2023-6496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 01/04/2024] [Indexed: 03/17/2024]
Abstract
Swallowing problems are frequent in Parkinson's disease (PD). The aim of this study was to determine the effectiveness of combined transcranial Direct Current Stimulation (tDCS) and Conventional Dysphagia Therapy (CDT) on dysphagia in PD patients. Twenty PD patients with dysphagia were randomized into two groups: combination therapy (anodal tDCS plus CDT) and sham tDCS combined with CDT. Anodal or sham tDCS, bilaterally over the pharyngeal motor cortex, was applied with one mA during the first 20 min (real) or 30 s (sham) of CDT, which was delivered for 30 min. Both groups received twice-daily treatment sessions within two weeks. Swallowing functions were evaluated before, immediately, and one month after the intervention via the Penetration-Aspiration Scale (PAS), and the Swallowing Disorder Questionnaire (SDQ) as the primary outcome measures, and the Dysphagia Handicap Index (DHI) as the secondary outcome measure. The results showed a significant improvement of PAS scores from baseline to post-intervention and baseline to follow-up in both groups without significant differences between groups (t=0.03, p=0.973, and t=1.27, p=0.22 for post-intervention and follow-up time points, respectively). The results showed a significant reduction of SDQ and DHI scores in both groups after the intervention, but the magnitude of the change was significantly larger in the anodal tDCS group at the post-intervention (ta=2.58, pa=0.019 and tb=2.96, pb=0.008) and follow-up (ta=2.65, pa=0.016 and tb=2.97, pb=0.008) time points. This study provides preliminary evidence that bi-hemispheric anodal tDCS combined with CDT enhances swallowing functions in patients with Parkinson's disease more than CDT alone.
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Affiliation(s)
- Ali Akbar Dashtelei
- Department of Speech Therapy, School of Rehabilitation, Tehran University of Medical Sciences, Tehran, Iran
| | - Michael A. Nitsche
- Department Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, IfADo, Dortmund, Germany
- German Centre for Mental Health (DZPG), Bochum/Marburg, Germany
- Bielefeld University, University Hospital OWL, Protestant Hospital of Bethel Foundation, University Clinic of Psychiatry and Psychotherapy, Bielefeld, Germany
| | - Mohammad Ali Salehinejad
- Department Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, IfADo, Dortmund, Germany
| | - Amir Hassan Habibi
- Bielefeld University, University Hospital OWL, Protestant Hospital of Bethel Foundation, University Clinic of Psychiatry and Psychotherapy, Bielefeld, Germany
| | - Jalal Bakhtyiari
- Department of Speech Therapy, School of Rehabilitation, Tehran University of Medical Sciences, Tehran, Iran
| | - Ahmad R. Khatoonabadi
- Department of Speech Therapy, School of Rehabilitation, Tehran University of Medical Sciences, Tehran, Iran
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Kurihara K, Fujioka S, Mishima T, Tsuboi Y. Impact of weight loss for depressive symptom in mid-stage patients with Parkinson's disease: a 4-year follow-up study. Front Neurol 2024; 14:1306138. [PMID: 38249744 PMCID: PMC10796778 DOI: 10.3389/fneur.2023.1306138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 12/06/2023] [Indexed: 01/23/2024] Open
Abstract
Introduction Weight loss is one of the non-motor symptoms frequently seen in patients with Parkinson's disease (PwPD). Weight loss in PwPD is known to be negatively associated with motor and other non-motor symptoms and has been shown to influence the prognosis of PD. In this study, we followed weight change over a 4-year period in PwPD at a single institution and investigated the relationship between weight change and patients' motor and non-motor symptoms. Methods PwPD who visited our hospital from January 2018 to December 2022 were enrolled. Body weights were measured at two points in 2018 (at the start of observation, 'baseline') and 2022 (at the end of observation, 'end date'). In addition, motor symptoms, disease severity, cognitive function, and psychiatric symptoms were evaluated during the same period, and the relationship with weight loss was examined. Results Data of 96 PwPD were available for a 4-year follow-up. At baseline, the mean age was 65.7 ± 10.0 years, the mean disease duration was 6.8 ± 4.0 years, and the mean Hoehn and Yahr stage was 2.4 ± 0.7. Among them, 48 patients (50.0%) had a weight loss of ≥5% from baseline (weight loss group; mean loss was 6.6 ± 2.9 kg). The weight loss group was older (p = 0.031), had a lower Mini-Mental State Examination (MMSE) at baseline (p = 0.019), a significantly lower body mass index (p < 0.001), and a higher Zung Self-Rating Depression Scale (SDS) (p = 0.017) at the end date. There was a negative correlation (γ = -0.349, p < 0.001) between weight change and age, a positive correlation (γ = 0.308, p = 0.002) between weight change and MMSE at baseline, and a negative correlation (γ = -0.353, p < 0.001) between weight change and SDS at the end date. Age-adjusted correlations showed a final negative correlation (γ = -0.331, p = 0.001) between weight change and SDS. MMSE and age-adjusted correlations showed a low negative correlation (γ = -0.333, p = 0.001) between weight change and SDS at the end date. Conclusion Weight loss in PwPD in mid-stage was more likely with increasing age, and ≥ 5% weight loss was associated with worsening depression. Further research is needed regarding the significance of weight loss in PwPD.
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Affiliation(s)
| | | | | | - Yoshio Tsuboi
- Department of Neurology, Fukuoka University, Fukuoka, Japan
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Cani I, Guaraldi P, Giannini G, Sambati L, Barletta G, Cortelli P, Calandra‐Buonaura G. Levodopa-induced orthostatic hypotension in parkinsonism: A red flag of autonomic failure. Eur J Neurol 2024; 31:e16061. [PMID: 37724992 PMCID: PMC11235727 DOI: 10.1111/ene.16061] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 08/29/2023] [Accepted: 08/31/2023] [Indexed: 09/21/2023]
Abstract
BACKGROUND AND PURPOSE Levodopa (LD) is the main treatment for parkinsonism, but its use may be limited by a potential hypotensive effect. METHODS We evaluated the cardiovascular effect of LD performing head-up tilt test (HUTT) before and 60 min after 100/25 mg LD/dopa-decarboxylase inhibitor (pre-LD vs. post-LD HUTT) in 164 patients with parkinsonism on chronic LD treatment. Features predictive of LD-induced orthostatic hypotension (OH) were assessed by logistic regression analysis. RESULTS Basal supine blood pressure (BP) and heart rate (HR) decreased after LD. During post-LD HUTT, BP drop and HR increase were significantly greater than at pre-LD HUTT. Thirty-eight percent of patients had OH at post-LD HUTT compared to 22% of patients presenting OH at pre-LD HUTT (p < 0.001). Risk factors for LD-induced/worsened OH were pre-LD OH (odds ratio [OR] = 36, 95% confidence interval [CI] = 10-131), absence of overshoot at Valsalva maneuver (OR = 9, 95% CI = 4-20), and pathological Valsalva ratio (OR = 6, 95% CI = 2-15). CONCLUSIONS LD administration caused/worsened hypotension in both supine and orthostatic conditions. Patients with cardiovascular autonomic failure had a higher risk of developing LD-induced OH. In clinical practice, LD-induced OH could represent a red flag for cardiovascular autonomic failure.
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Affiliation(s)
- Ilaria Cani
- Department of Biomedical and NeuroMotor SciencesAlma Mater Studiorum ‐ University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Pietro Guaraldi
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Giulia Giannini
- Department of Biomedical and NeuroMotor SciencesAlma Mater Studiorum ‐ University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Luisa Sambati
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Giorgio Barletta
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Pietro Cortelli
- Department of Biomedical and NeuroMotor SciencesAlma Mater Studiorum ‐ University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
| | - Giovanna Calandra‐Buonaura
- Department of Biomedical and NeuroMotor SciencesAlma Mater Studiorum ‐ University of BolognaBolognaItaly
- IRCCS Istituto delle Scienze Neurologiche di BolognaBolognaItaly
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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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Barbosa R, Guedes LC, Cattoni MB, Lobo PP, Caldas AC, Fabbri M, Bastos P, Valadas A, Carvalho H, Albuquerque L, Reimão S, Ferreira AG, Ferreira JJ, Rosa MM, Coelho M. Long-term follow-up of subthalamic nucleus deep brain stimulation in patients with Parkinson's disease: An analysis of survival and disability milestones. Parkinsonism Relat Disord 2024; 118:105921. [PMID: 37976978 DOI: 10.1016/j.parkreldis.2023.105921] [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: 08/31/2023] [Revised: 10/28/2023] [Accepted: 10/29/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Data on the long-term survival and incidence of disability milestones after subthalamic nucleus deep brain stimulation (STN-DBS) in Parkinson's disease (PD) is limited. OBJECTIVES To estimate mortality and assess the frequency/time-to-development of disability milestones (falls, freezing, hallucinations, dementia, and institutionalization) among PD patients post STN-DBS. METHODS A longitudinal retrospective study of patients undergoing STN-DBS. For mortality, Cox proportional hazards regression analysis was performed. For disease milestones, competing risk analyses were performed and cumulative incidence functions reported. The strength of association between baselines features and event occurrence was calculated based on adjusted hazard ratios. RESULTS The overall mortality for the 109 patients was 16 % (62.1 ± 21.3 months after surgery). Falls (73 %) and freezing (47 %) were both the earliest (40.4 ± 25.4 and 39.6 ± 28.4 months, respectively) and most frequent milestones. Dementia (34 %) and hallucinations (32 %) soon followed (56.2 ± 21.2 and mean 60.0 ± 20.7 months after surgery, respectively). Higher ADL scores in the OFF state and higher age at surgery were associated with falls, freezing, dementia and institutionalization. CONCLUSIONS Long-term mortality rate is low after STN-DBS. Disease milestones occur later during the disease course, with motor milestones appearing first and at a higher frequency than cognitive ones.
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Affiliation(s)
- Raquel Barbosa
- NOVA Medical School, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Campo dos Mártires da Pátria 130, 1169-056, Lisboa, Portugal; Neurology Department, Centre Hospitalier Universitaire Toulouse, place du Dr Baylac, TSA 40031, 31059, Toulouse, France; Department of Neurology, Hospital de Egas Moniz, Centro Hospitalar de Lisboa Ocidental, R. da Junqueira 126, 1349-019, Lisboa, Portugal.
| | - Leonor Correia Guedes
- Neurology Department, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Maria Begoña Cattoni
- Service of Neurosurgery, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Patricia Pita Lobo
- Neurology Department, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Ana Castro Caldas
- Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; CNS- Campus Neurológico, Bairro de Santo António 47, 2560-280, Torres Vedras, Portugal
| | - Margherita Fabbri
- Neurology Department, Centre Hospitalier Universitaire Toulouse, place du Dr Baylac, TSA 40031, 31059, Toulouse, France; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Paulo Bastos
- NOVA Medical School, Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Campo dos Mártires da Pátria 130, 1169-056, Lisboa, Portugal
| | - Anabela Valadas
- Neurology Department, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Herculano Carvalho
- Service of Neurosurgery, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Luisa Albuquerque
- Neurology Department, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Laboratório de Estudos da Linguagem, Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Sofia Reimão
- Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Department of Neurological Imaging, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Imaging University Clinic, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Laboratório de Farmacologia Clínica e Terapêutica, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - A Gonçalves Ferreira
- Service of Neurosurgery, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Neurosurgery University Clinic, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Joaquim J Ferreira
- Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; CNS- Campus Neurológico, Bairro de Santo António 47, 2560-280, Torres Vedras, Portugal; Laboratório de Farmacologia Clínica e Terapêutica, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Mário Miguel Rosa
- Neurology Department, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Laboratório de Farmacologia Clínica e Terapêutica, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
| | - Miguel Coelho
- Neurology Department, Department of Neurosciences and Mental Health, Hospital Santa Maria, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Centro de Estudos Egas Moniz, Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal; Instituto de Medicina Molecular João Lobo Antunes, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal
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Imbalzano G, Artusi CA, Ledda C, Montanaro E, Romagnolo A, Rizzone MG, Bozzali M, Lopiano L, Zibetti M. Effects of Continuous Dopaminergic Stimulation on Parkinson's Disease Gait: A Longitudinal Prospective Study with Levodopa Intestinal Gel Infusion. JOURNAL OF PARKINSON'S DISEASE 2024; 14:843-853. [PMID: 38728203 PMCID: PMC11191481 DOI: 10.3233/jpd-240003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/27/2024] [Indexed: 05/12/2024]
Abstract
Background Gait issues, including reduced speed, stride length and freezing of gait (FoG), are disabling in advanced phases of Parkinson's disease (PD), and their treatment is challenging. Levodopa/carbidopa intestinal gel (LCIG) can improve these symptoms in PD patients with suboptimal control of motor fluctuations, but it is unclear if continuous dopaminergic stimulation can further improve gait issues, independently from reducing Off-time. Objective To analyze before (T0) and after 3 (T1) and 6 (T2) months of LCIG initiation: a) the objective improvement of gait and balance; b) the improvement of FoG severity; c) the improvement of motor complications and their correlation with changes in gait parameters and FoG severity. Methods This prospective, longitudinal 6-months study analyzed quantitative gait parameters using wearable inertial sensors, FoG with the New Freezing of Gait Questionnaire (NFoG-Q), and motor complications, as per the MDS-UPDRS part IV scores. Results Gait speed and stride length increased and duration of Timed up and Go and of sit-to-stand transition was significantly reduced comparing T0 with T2, but not between T0-T1. NFoG-Q score decreased significantly from 19.3±4.6 (T0) to 11.8±7.9 (T1) and 8.4±7.6 (T2) (T1-T0 p = 0.018; T2-T0 p < 0.001). Improvement of MDS-UPDRS-IV (T0-T2, p = 0.002, T0-T1 p = 0.024) was not correlated with improvement of gait parameters and NFoG-Q from T0 to T2. LEDD did not change significantly after LCIG initiation. Conclusion Continuous dopaminergic stimulation provided by LCIG infusion progressively ameliorates gait and alleviates FoG in PD patients over time, independently from improvement of motor fluctuations and without increase of daily dosage of dopaminergic therapy.
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Affiliation(s)
- Gabriele Imbalzano
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Carlo Alberto Artusi
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Claudia Ledda
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Elisa Montanaro
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Alberto Romagnolo
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Mario Giorgio Rizzone
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Marco Bozzali
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Leonardo Lopiano
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
| | - Maurizio Zibetti
- Department of Neuroscience “Rita Levi Montalcini”, University of Torino, Torino, Italy
- SC Neurologia 2U, AOU Città della Salute e della Scienza, Torino, Italy
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Yuan T, Chen Y, Zhu G, Zhang J. The Related Factors and Effect of Electrode Displacement on Motor Outcome of Subthalamic Nuclei Deep Brain Stimulation in Parkinson's Disease. J Clin Med 2023; 12:7561. [PMID: 38137630 PMCID: PMC10744115 DOI: 10.3390/jcm12247561] [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: 08/17/2023] [Revised: 10/11/2023] [Accepted: 11/13/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Previous studies have revealed the existence of electrode displacement during subthalamic nucleus deep brain stimulation (STN-DBS). However, the effect of electrode displacement on treatment outcomes is still unclear. In this study, we aimed to analyze the related factors of electrode displacement and assess postoperative electrode displacement in relation to the motor outcomes of STN-DBS. METHODS A total of 88 patients aged 62.73 ± 6.35 years (55 males and 33 females) with Parkinson's disease undergoing STN-DBS, with comprehensive clinical characterization before and 1 month after surgery, were involved retrospectively and divided into a cross-incision group and cannula puncture group according to different dura opening methods. The electrode displacement, unilateral pneumocephalus volume percent (uPVP), and brain volume percent were estimated. RESULTS A significant anterior and lateral electrode displacement was observed among all implanted electrodes after pneumocephalus absorption (p < 0.0001). The degree of electrode displacement was positively correlated with the uPVP (p = 0.005) and smaller in females than males (p = 0.0384). Electrode displacement was negatively correlated with motor improvement following STN-DBS in both on-medication and off-medication conditions (p < 0.05). Dural puncture reduced the uPVP (p < 0.0001) and postoperative electrode displacement (p = 0.0086) compared with dural incision. CONCLUSIONS Electrode displacement had a negative impact on the therapeutic efficacy of STN-DBS. Opening the dura via cannula puncture is recommended to increase the accuracy of the lead implantation.
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Affiliation(s)
- Tianshuo Yuan
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| | - Yingchuan Chen
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| | - Guanyu Zhu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| | - Jianguo Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
- Department of Functional Neurosurgery, Beijing Neurosurgical Institute, Capital Medical University, Beijing 100070, China
- Beijing Key Laboratory of Neurostimulation, Beijing 100070, China
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Santos‐García D, de Deus Fonticoba T, Cores Bartolomé C, Feal Painceiras MJ, García Díaz I, Alvarado MCÍ, Paz JM, Jesús S, Cosgaya M, Caldentey JG, Caballol N, Legarda I, Hernández Vara J, Cabo I, López Manzanares L, González Aramburu I, Ávila Rivera MA, Gómez Mayordomo V, Nogueira V, Dotor García‐Soto J, Borrué C, Solano Vila B, Álvarez Sauco M, Vela L, Escalante S, Cubo E, Mendoza Z, Martínez Castrillo JC, Sánchez Alonso P, Alonso Losada MG, López Ariztegui N, Gastón I, Kulisevsky J, Seijo M, Valero C, Alonso Redondo R, Buongiorno MT, Ordás C, Menéndez‐González M, McAfee D, Martinez‐Martin P, Mir P. Staging Parkinson's disease according to the MNCD classification correlates with caregiver burden. Brain Behav 2023; 13:e3295. [PMID: 37939322 PMCID: PMC10726881 DOI: 10.1002/brb3.3295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 10/08/2023] [Accepted: 10/12/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Recently, we demonstrated that staging Parkinson's disease (PD) with a novel simple classification called MNCD, based on four axes (motor, non-motor, cognition, and dependency) and five stages, correlated with disease severity and patients' quality of life. Here, we analyzed the correlation of MNCD staging with PD caregiver's status. PATIENTS AND METHODS Data from the baseline visit of PD patients and their principal caregiver recruited from 35 centers in Spain from the COPPADIS cohort from January 2016 to November 2017 were used to apply the MNCD total score (from 0 to 12) and MNCD stages (from 1 to 5) in this cross-sectional analysis. Caregivers completed the Zarit Caregiver Burden Inventory (ZCBI), Caregiver Strain Index (CSI), Beck Depression Inventory-II (BDI-II), PQ-10, and EUROHIS-QOL 8-item index (EUROHIS-QOL8). RESULTS Two hundred and twenty-four PD patients (63 ± 9.6 years old; 61.2% males) and their caregivers (58.5 ± 12.1 years old; 67.9% females) were included. The frequency of MNCD stages was 1, 7.6%; 2, 58.9%; 3, 31.3%; and 4-5, 2.2%. A more advanced MNCD stage was associated with a higher score on the ZCBI (p < .0001) and CSI (p < .0001), and a lower score on the PQ-10 (p = .001), but no significant differences were observed in the BDI-II (p = .310) and EUROHIS-QOL8 (p = .133). Moderate correlations were observed between the MNCD total score and the ZCBI (r = .496; p < .0001), CSI (r = .433; p < .0001), and BDI-II (r = .306; p < .0001) in caregivers. CONCLUSION Staging PD according to the MNCD classification is correlated with caregivers' strain and burden.
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Affiliation(s)
- Diego Santos‐García
- Department of Neurology, CHUACComplejo Hospitalario Universitario de A CoruñaA CoruñaSpain
| | | | - Carlos Cores Bartolomé
- Department of Neurology, CHUACComplejo Hospitalario Universitario de A CoruñaA CoruñaSpain
| | | | - Iago García Díaz
- Department of Neurology, CHUACComplejo Hospitalario Universitario de A CoruñaA CoruñaSpain
| | | | - Jose Manuel Paz
- Department of Neurology, CHUACComplejo Hospitalario Universitario de A CoruñaA CoruñaSpain
| | - Silvia Jesús
- Department of Neurology, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de SevillaHospital Universitario Virgen del Rocío/CSIC/Universidad de SevillaSevilleSpain
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas)MadridSpain
| | - Marina Cosgaya
- Department of NeurologyHospital Clínic de BarcelonaBarcelonaSpain
| | | | - Nuria Caballol
- Department of Neurology, Consorci Sanitari IntegralHospital Moisés BroggiSant Joan DespíBarcelonaSpain
| | - Ines Legarda
- Department of NeurologyHospital Universitario Son EspasesPalma de MallorcaSpain
| | - Jorge Hernández Vara
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas)MadridSpain
- Department of NeurologyHospital Universitario Vall d´HebronBarcelonaSpain
| | - Iria Cabo
- Department of NeurologyComplejo Hospitalario Universitario de Pontevedra (CHOP)PontevedraSpain
| | | | - Isabel González Aramburu
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas)MadridSpain
- Department of NeurologyHospital Universitario Marqués de Valdecilla – IDIVALSantanderSpain
| | - Maria A. Ávila Rivera
- Department of Neurology, Consorci Sanitari IntegralHospital General de L´Hospitalet, L´Hospitalet de LlobregatBarcelonaSpain
| | - Víctor Gómez Mayordomo
- Department of Neurology, Institute of NeuroscienceVithas Madrid La Milagrosa University Hospital, Vithas Hospital GroupMadridSpain
| | - Víctor Nogueira
- Department of NeurologyHospital Universitario Lucus AugustiLugoSpain
| | | | - Carmen Borrué
- Department of NeurologyHospital Infanta SofíaMadridSpain
| | - Berta Solano Vila
- Department of NeurologyInstitut d'Assistència Sanitària (IAS) – Institut Català de la SalutGironaSpain
| | | | - Lydia Vela
- Department of NeurologyFundación Hospital de AlcorcónMadridSpain
| | - Sonia Escalante
- Department of NeurologyHospital de Tortosa Verge de la Cinta (HTVC)TortosaTarragonaSpain
| | - Esther Cubo
- Department of NeurologyComplejo Asistencial Universitario de BurgosBurgosSpain
| | - Zebenzui Mendoza
- Department of NeurologyHospital Universitario de CanariasSan Cristóbal de la LagunaSanta Cruz de TenerifeSpain
| | | | | | - Maria G. Alonso Losada
- Department of NeurologyHospital Álvaro Cunqueiro, Complejo Hospitalario Universitario de Vigo (CHUVI)VigoSpain
| | | | - Itziar Gastón
- Department of NeurologyComplejo Hospitalario de NavarraPamplonaSpain
| | - Jaime Kulisevsky
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas)MadridSpain
- Department of NeurologyHospital de Sant PauBarcelonaSpain
| | - Manuel Seijo
- Department of NeurologyComplejo Hospitalario Universitario de Pontevedra (CHOP)PontevedraSpain
| | - Caridad Valero
- Department of NeurologyHospital Arnau de VilanovaValenciaSpain
| | | | | | - Carlos Ordás
- Department of NeurologyHospital Rey Juan CarlosMadridSpain
| | | | - Darrian McAfee
- University of Maryland School of MedicineBaltimoreMarylandUSA
| | - Pablo Martinez‐Martin
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas)MadridSpain
| | - Pablo Mir
- Department of Neurology, Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de SevillaHospital Universitario Virgen del Rocío/CSIC/Universidad de SevillaSevilleSpain
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas)MadridSpain
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Conti M, Guerra A, Pierantozzi M, Bovenzi R, D'Onofrio V, Simonetta C, Cerroni R, Liguori C, Placidi F, Mercuri NB, Di Giuliano F, Schirinzi T, Stefani A. Band-Specific Altered Cortical Connectivity in Early Parkinson's Disease and its Clinical Correlates. Mov Disord 2023; 38:2197-2208. [PMID: 37860930 DOI: 10.1002/mds.29615] [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: 05/03/2023] [Revised: 08/25/2023] [Accepted: 09/11/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND Functional connectivity (FC) has shown promising results in assessing the pathophysiology and identifying early biomarkers of neurodegenerative disorders, such as Parkinson's disease (PD). OBJECTIVES In this study, we aimed to assess possible resting-state FC abnormalities in early-stage PD patients using high-density electroencephalography (EEG) and to detect their clinical relationship with motor and non-motor PD symptoms. METHODS We enrolled 26 early-stage levodopa naïve PD patients and a group of 20 healthy controls (HC). Data were recorded with 64-channels EEG system and a source-reconstruction method was used to identify brain-region activity. FC was calculated using the weighted phase-lag index in θ, α, and β bands. Additionally, we quantified the unbalancing between β and lower frequencies through a novel index (β-functional ratio [FR]). Statistical analysis was conducted using a network-based statistical approach. RESULTS PD patients showed hypoconnected networks in θ and α band, involving prefrontal-limbic-temporal and frontoparietal areas, respectively, and a hyperconnected network in the β frequency band, involving sensorimotor-frontal areas. The θ FC network was negatively related to Non-Motor Symptoms Scale scores and α FC to the Movement Disorder Society-Sponsored Revision of the Unified Parkinson's Disease Rating Scale part III gait subscore, whereas β FC and β-FR network were positively linked to the bradykinesia subscore. Changes in θ FC and β-FR showed substantial reliability and high accuracy, precision, sensitivity, and specificity in discriminating PD and HC. CONCLUSIONS Frequency-specific FC changes in PD likely reflect the dysfunction of distinct cortical networks, which occur from the early stage of the disease. These abnormalities are involved in the pathophysiology of specific motor and non-motor PD symptoms, including gait, bradykinesia, mood, and cognition. © 2023 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Matteo Conti
- Parkinson Centre, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Andrea Guerra
- Parkinson and Movement Disorders Unit, Study Centre on Neurodegeneration (CESNE), Department of Neuroscience, University of Padova, Padua, Italy
| | - Mariangela Pierantozzi
- Parkinson Centre, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Roberta Bovenzi
- Parkinson Centre, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Valentina D'Onofrio
- Parkinson and Movement Disorders Unit, Study Centre on Neurodegeneration (CESNE), Department of Neuroscience, University of Padova, Padua, Italy
| | - Clara Simonetta
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Rocco Cerroni
- Parkinson Centre, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Claudio Liguori
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Fabio Placidi
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Nicola Biagio Mercuri
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Francesca Di Giuliano
- Neuroradiology Unit, Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Tommaso Schirinzi
- Neurology Unit, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
| | - Alessandro Stefani
- Parkinson Centre, Department of Systems Medicine, University of Rome "Tor Vergata", Rome, Italy
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Santos-García D, de Deus Fonticoba T, Cores Bartolomé C, Feal Painceiras MJ, García Díaz I, Íñiguez Alvarado MC, Paz JM, Jesús S, Cosgaya M, García Caldentey J, Caballol N, Legarda I, Hernández Vara J, Cabo I, López Manzanares L, González Aramburu I, Ávila Rivera MA, Gómez Mayordomo V, Nogueira V, Dotor García-Soto J, Borrué C, Solano Vila B, Álvarez Sauco M, Vela L, Escalante S, Cubo E, Mendoza Z, Martínez Castrillo JC, Sánchez Alonso P, Alonso Losada MG, López Ariztegui N, Gastón I, Kulisevsky J, Seijo M, Valero C, Alonso Redondo R, Buongiorno MT, Ordás C, Menéndez-González M, McAfee D, Martinez-Martin P, Mir P. Cognitive impairment and dementia in young onset Parkinson's disease. J Neurol 2023; 270:5793-5812. [PMID: 37578489 DOI: 10.1007/s00415-023-11921-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/30/2023] [Accepted: 07/31/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND AND OBJECTIVE Patients with young-onset Parkinson's disease (YOPD) have a slower progression. Our aim was to analyze the change in cognitive function in YOPD compared to patients with a later onset and controls. PATIENTS AND METHODS Patients with Parkinson's disease (PD) and controls from the COPPADIS cohort were included. Cognitive function was assessed with the Parkinson's Disease Cognitive Rating Scale (PD-CRS) at baseline (V0), 2-year ± 1 month (V2y), and 4-year ± 3 months follow-up (V4y). Regarding age from symptoms onset, patients were classified as YOPD (< 50 years) or non-YOPD (≥ 50). A score in the PD-CRS < 81 was defined as cognitive impairment (CI): ≤ 64 dementia; 65-80 mild cognitive impairment (MCI). RESULTS One-hundred and twenty-four YOPD (50.7 ± 7.9 years; 66.1% males), 234 non-YOPD (67.8 ± 7.8 years; 59.3% males) patients, and 205 controls (61 ± 8.3 years; 49.5% males) were included. The score on the PD-CRS and its subscore domains was higher at all visits in YOPD compared to non-YOPD patients and to controls (p < 0.0001 in all analysis), but no differences were detected between YOPD patients and controls. Only non-YOPD patients had significant impairment in their cognitive function from V0 to V4y (p < 0.0001). At V4y, the frequency of dementia and MCI was 5% and 10% in YOPD compared to 25.2% and 22.3% in non-YOPD patients (p < 0.0001). A lower score on the Parkinson's Disease Sleep Scale at baseline was a predictor of CI at V4y in YOPD patients (Adjusted R2 = 0.61; OR = 0.965; p = 0.029). CONCLUSION Cognitive dysfunction progressed more slowly in YOPD than in non-YOPD patients.
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Affiliation(s)
- Diego Santos-García
- CHUAC, Complejo Hospitalario Universitario de A Coruña, A Coruña, Spain.
- Department of Neurology, Hospital Universitario de A Coruña (HUAC), Complejo Hospitalario Universitario de A Coruña (CHUAC), C/As Xubias 84, 15006, A Coruña, Spain.
| | | | | | | | - Iago García Díaz
- CHUAC, Complejo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | | | - Jose Manuel Paz
- CHUAC, Complejo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | - Silvia Jesús
- Servicio de Neurología y Neurofisiología Clínica, Unidad de Trastornos del Movimiento, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas), A Coruña, Spain
| | | | | | - Nuria Caballol
- Consorci Sanitari Integral, Hospital Moisés Broggi, Sant Joan Despí, Barcelona, Spain
| | - Ines Legarda
- Hospital Universitario Son Espases, Palma, Spain
| | - Jorge Hernández Vara
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas), A Coruña, Spain
- Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Iria Cabo
- Complejo Hospitalario Universitario de Pontevedra (CHOP), Pontevedra, Spain
| | | | - Isabel González Aramburu
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas), A Coruña, Spain
- Hospital Universitario Marqués de Valdecilla-IDIVAL, Santander, Spain
| | - Maria A Ávila Rivera
- Consorci Sanitari Integral, Hospital General de L'Hospitalet, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Víctor Gómez Mayordomo
- Neurology Department, Institute of Neuroscience, Vithas Madrid La Milagrosa University Hospital, Vithas Hospital Group, Madrid, Spain
| | | | | | | | - Berta Solano Vila
- Institut d'Assistència Sanitària (IAS), Institut Català de la Salut, Girona, Spain
| | | | - Lydia Vela
- Fundación Hospital de Alcorcón, Madrid, Spain
| | - Sonia Escalante
- Hospital de Tortosa Verge de la Cinta (HTVC), Tortosa, Tarragona, Spain
| | - Esther Cubo
- Complejo Asistencial Universitario de Burgos, Burgos, Spain
| | - Zebenzui Mendoza
- Hospital Universitario de Canarias, San Cristóbal de la Laguna, Santa Cruz de Tenerife, Spain
| | | | | | - Maria G Alonso Losada
- Hospital Álvaro CunqueiroComplejo Hospitalario Universitario de Vigo (CHUVI), Vigo, Spain
| | | | | | - Jaime Kulisevsky
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas), A Coruña, Spain
- Hospital de Sant Pau, Barcelona, Spain
| | - Manuel Seijo
- Complejo Hospitalario Universitario de Pontevedra (CHOP), Pontevedra, Spain
| | | | | | | | | | | | - Darrian McAfee
- University of Maryland School of Medicine, College Park, USA
| | - Pablo Martinez-Martin
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas), A Coruña, Spain
| | - Pablo Mir
- Servicio de Neurología y Neurofisiología Clínica, Unidad de Trastornos del Movimiento, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
- CIBERNED (Centro de Investigación Biomédica en Red Enfermedades Neurodegenerativas), A Coruña, Spain
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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: 0] [Impact Index Per Article: 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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Ogaki K, Fujita H, Nozawa N, Shiina T, Sakuramoto H, Suzuki K. Impact of diabetes and glycated hemoglobin level on the clinical manifestations of Parkinson's disease. J Neurol Sci 2023; 454:120851. [PMID: 37931442 DOI: 10.1016/j.jns.2023.120851] [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: 08/03/2023] [Revised: 09/21/2023] [Accepted: 10/22/2023] [Indexed: 11/08/2023]
Abstract
BACKGROUND The coexistence of diabetes mellitus (DM) has been suggested to accelerate the progression of Parkinson's disease (PD) and make the phenotype more severe. In this study, we investigated whether DM or glycated hemoglobin (HbA1c) levels affect the differences in motor and nonmotor symptoms. METHODS We conducted a cross-sectional study including 140 consecutive Japanese patients with PD for whom medical history and serum HbA1c records were available. The PD patients with a DM diagnosis were classified into the diabetes-complicated group (PD-DM) and the nondiabetes-complicated group (PD-no DM). Next, patients were classified based on a median HbA1c value of 5.7, and clinical parameters were compared. The correlations between HbA1c levels and other clinical variables were analyzed. RESULTS Of 140 patients, 23 patients (16%) had DM. Compared to PD-no DM patients, PD-DM patients showed lower MMSE scores. Compared to the lower HbA1c group, the higher HbA1c group showed a higher MDS-UPDRS part III score and a lower metaiodobenzylguanidine (MIBG) scintigraphy heart-to-mediastinum (H/M) ratio. HbA1c levels were positively correlated with age and the MDS-UPDRS part III score and negatively correlated with the MMSE score and H/M ratio on cardiac MIBG scintigraphy. Binary logistic regression analysis, which included age, sex, disease duration, and MMSE and MDS-UPDRS part III scores as independent variables, revealed that a lower MMSE score was an independent contributor to PD-DM and PD with high HbA1c levels. CONCLUSIONS DM complications and high HbA1c levels may affect cognitive function in patients with PD.
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Affiliation(s)
- Keitaro Ogaki
- Department of Neurology, Dokkyo Medical University, Tochigi, Japan
| | - Hiroaki Fujita
- Department of Neurology, Dokkyo Medical University, Tochigi, Japan.
| | - Narihiro Nozawa
- Department of Neurology, Dokkyo Medical University, Tochigi, Japan
| | - Tomohiko Shiina
- Department of Neurology, Dokkyo Medical University, Tochigi, Japan
| | | | - Keisuke Suzuki
- Department of Neurology, Dokkyo Medical University, Tochigi, Japan
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