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Cronin P, Collins LM, Sullivan AM. Impacts of gait freeze on quality of life in Parkinson's disease, from the perspectives of patients and their carers. Ir J Med Sci 2024; 193:2041-2050. [PMID: 38639839 PMCID: PMC11294397 DOI: 10.1007/s11845-024-03673-x] [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: 12/20/2023] [Accepted: 03/15/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND The World Health Organisation (WHO) reports that morbidity and mortality due to Parkinson's disease (PD) are increasing faster than for other neurodegenerative conditions. People with Parkinson's (PwP) present with a variety of motor symptoms, such as tremor, bradykinesia, and rigidity. Freezing of gait (FoG) is a significant motor symptom that manifests as temporary episodes of inability to move one's feet, despite the intention to walk. AIMS This study examined the impact of FoG on quality of life (QoL) within an Irish cohort of PwP, from the perspectives of both PwP and their carers, using validated questionnaires that had been adapted for online use. METHODS PwP and their carers were recruited by outreach to the Irish Parkinson's Community. Anonymous online questionnaires were distributed, which combined a demographic survey with several clinically validated surveys, including Freezing of Gait Questionnaire (FoG-Q), Parkinson's Disease Questionnaire 8 (PDQ-8), and Parkinson's Disease Carer Questionnaire (PDQ-C). RESULTS There was a strong correlation (p < 0.001) between severity of FoG and lower QoL among PwP. Significant correlation was also found between FoG severity and several motor symptoms, such as postural instability and difficulty with balance, and non-motor symptoms, such as cognitive changes and pain/discomfort. FoG severity correlated with disease progression. Significant correlation was also found between FoG and symptoms, as assessed from the perspective of the patients' carers. CONCLUSIONS This study shows that FoG is a significant detriment to the QoL of PwP, from the perspectives of patients and carers. This method of assessing FoG and QoL using online questionnaires has potential to enhance the reach and flexibility of this type of research. These findings will inform future studies on larger cohorts and highlight unmet clinical needs in PwP.
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Affiliation(s)
- Padraig Cronin
- Department of Anatomy and Neuroscience, School of Medicine, University College Cork, Cork, Ireland
- Parkinson's Disease Research Cluster, University College Cork, Cork, Ireland
| | - Lucy M Collins
- Department of Anatomy and Neuroscience, School of Medicine, University College Cork, Cork, Ireland
- Parkinson's Disease Research Cluster, University College Cork, Cork, Ireland
| | - Aideen M Sullivan
- Department of Anatomy and Neuroscience, School of Medicine, University College Cork, Cork, Ireland.
- Parkinson's Disease Research Cluster, University College Cork, Cork, Ireland.
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Pauly L, Pauly C, Hansen M, Schröder VE, Rauschenberger A, Leist AK, Krüger R. Retrograde procedural memory is impaired in people with Parkinson's disease with freezing of gait. Front Aging Neurosci 2024; 15:1296323. [PMID: 38249718 PMCID: PMC10797621 DOI: 10.3389/fnagi.2023.1296323] [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: 09/18/2023] [Accepted: 11/15/2023] [Indexed: 01/23/2024] Open
Abstract
Background Freezing of gait (FOG), is associated with impairment of different cognitive functions. Previous studies hypothesized that FOG may be due to a loss of automaticity. Research question To explore whether FOG is associated with impairment in cognitive functions, focusing on retrograde procedural memory, the memory responsible for the automatic, implicit stored procedures that have been acquired in earlier life stages. Methods In this cross-sectional, case-control study, 288 people with typical Parkinson's disease (PD) from the Luxembourg Parkinson's Study were assigned to Freezers (FOG+) and non-Freezers (FOG-) based on the MDS-UPDRS 2.13 (self-reported FOG episodes) and 3.11 (FOG evaluated by clinicians during gait assessment). Both groups were matched on age, sex and disease duration. Global cognition (MoCA), retrograde procedural memory and visuo-constructive abilities (CUPRO), psychomotor speed and mental flexibility (TMT) were assessed. Furthermore, we repeated our analyses by additionally controlling for depression (BDI-I). Results Besides lower global cognition (MoCA; p = 0.007) and mental flexibility (TMT-B and Delta-TMT; p < 0.001), FOG+ showed a lower performance in retrograde procedural memory (CUPRO-IS1; p < 0.001) compared to FOG-. After controlling additionally for depression, our main outcome variable CUPRO-IS1 remained significantly lower in FOG+ (p = 0.010). Conclusion Our findings demonstrated that besides lower global cognition and mental flexibility scores, FOG+ showed lower performance in retrograde procedural memory compared to matched FOG-control patients, even when accounting for factors such as age, sex, disease duration or depression. Significance In the context of limited treatment options, especially for non-invasive therapeutic approaches, these insights on procedural memory and FOG may lead to new hypotheses on FOG etiology and consequently the development of new treatment options.
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Affiliation(s)
- Laure Pauly
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Faculty of Science, Technology and Medicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Claire Pauly
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Maxime Hansen
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Valerie E. Schröder
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
| | - Armin Rauschenberger
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Anja K. Leist
- Department of Social Sciences, Institute for Research on Socio-Economic Inequality, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Rejko Krüger
- Transversal Translational Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
- Parkinson Research Clinic, Centre Hospitalier de Luxembourg, Strassen, Luxembourg
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Quek DYL, Taylor N, Gilat M, Lewis SJG, Ehgoetz Martens KA. Effect of dopamine on limbic network connectivity at rest in Parkinson's disease patients with freezing of gait. Transl Neurosci 2024; 15:20220336. [PMID: 38708096 PMCID: PMC11066616 DOI: 10.1515/tnsci-2022-0336] [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: 12/22/2023] [Revised: 02/12/2024] [Accepted: 02/13/2024] [Indexed: 05/07/2024] Open
Abstract
Background Freezing of gait (FOG) in Parkinson's disease (PD) has a poorly understood pathophysiology, which hinders treatment development. Recent work showed a dysfunctional fronto-striato-limbic circuitry at rest in PD freezers compared to non-freezers in the dopamine "OFF" state. While other studies found that dopaminergic replacement therapy alters functional brain organization in PD, the specific effect of dopamine medication on fronto-striato-limbic functional connectivity in freezers remains unclear. Objective To evaluate how dopamine therapy alters resting state functional connectivity (rsFC) of the fronto-striato-limbic circuitry in PD freezers, and whether the degree of connectivity change is related to freezing severity and anxiety. Methods Twenty-three PD FOG patients underwent MRI at rest (rsfMRI) in their clinically defined "OFF" and "ON" dopaminergic medication states. A seed-to-seed based analysis was performed between a priori defined limbic circuitry ROIs. Functional connectivity was compared between OFF and ON states. A secondary correlation analyses evaluated the relationship between Hospital Anxiety and Depression Scale (HADS)-Anxiety) and FOG Questionnaire with changes in rsFC from OFF to ON. Results PD freezers' OFF compared to ON showed increased functional coupling between the right hippocampus and right caudate nucleus, and between the left putamen and left posterior parietal cortex (PPC). A negative association was found between HADS-Anxiety and the rsFC change from OFF to ON between the left amygdala and left prefrontal cortex, and left putamen and left PPC. Conclusion These findings suggest that dopaminergic medication partially modulates the frontoparietal-limbic-striatal circuitry in PD freezers, and that the influence of medication on the amygdala, may be related to clinical anxiety in freezer.
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Affiliation(s)
- Dione Y. L. Quek
- Parkinson’s Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Natasha Taylor
- Parkinson’s Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Moran Gilat
- Neurorehabilitation Research Group (eNRGy), Department of Rehabilitation Sciences, KU Leuven, Leuven, Belgium
| | - Simon J. G. Lewis
- Parkinson’s Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Kaylena A. Ehgoetz Martens
- Parkinson’s Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia
- Department of Kinesiology and Health Sciences, University of Waterloo, 200 University Avenue West, WaterlooON, N2L3G1Canada
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Yin N, Wang H, Wang Z, Feng K, Xu G, Yin S. A study of brain networks associated with Freezing of gait in Parkinson's disease using transfer entropy analysis. Brain Res 2023; 1821:148610. [PMID: 37783260 DOI: 10.1016/j.brainres.2023.148610] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 09/22/2023] [Accepted: 09/27/2023] [Indexed: 10/04/2023]
Abstract
BACKGROUND Parkinson's disease (PD) is a common neurodegenerative disease in the elderly. Freezing of Gait (FOG) is one of the common motor symptoms of PD, but the potential mechanism remains unclear. This study aimed to investigate the changes of brain functional network topology in PD patients with FOG. METHODS The resting electroencephalogram (EEG) were acquired from15 PD patients with FOG (PD-FOG), 13 PD patients without FOG (PD-nFOG), and 16 healthy control (HC). Cognitive and motor functions were assessed using subjective scales. The whole-brain functional networks were constructed based on transfer entropy. Transfer entropy was used to analyse the information flow and causality in the network and the network connectivity was analyzed by graph theory. The characteristics of PD-FOG and PD-nFOG were compared by receiver operator characteristic (ROC) curve analysis. RESULTS The θ bands brain network of PD-FOG, PD-nFOG and HC group was significantly different (P < 0.05). The average characteristic path length of the θ bands brain network was positively correlated with FOG Questionnaire (FOGQ). PD-FOG and PD-nFOG get high classification accuracy according to this feature. The information inflow in the frontal and occipital lobes and information outflow in the temporal lobe of PD-FOG patients in the θ bands increased significantly. CONCLUSIONS The whole-brain functional network characteristics of PD-FOG in the θ bands can serve as potential biomarkers for early diagnosis of PD-FOG. Abnormal information flow of the frontal, occipital, and temporal lobes in the θ bands may be an important factor leading to FOG.
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Affiliation(s)
- Ning Yin
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin 300130, China; Tianjin Key Laboratory of Bioelectromagnetic Technology and Intelligent Health, Hebei University of Technology, Tianjin 300130, China; School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Haili Wang
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin 300130, China; Tianjin Key Laboratory of Bioelectromagnetic Technology and Intelligent Health, Hebei University of Technology, Tianjin 300130, China; School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Zhaoya Wang
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin 300130, China; Tianjin Key Laboratory of Bioelectromagnetic Technology and Intelligent Health, Hebei University of Technology, Tianjin 300130, China; School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin 300130, China
| | - Keke Feng
- Department of Neurosurgery, Tianjin Huanhu Hospital, Tianjin 300350, China
| | - Guizhi Xu
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin 300130, China; Tianjin Key Laboratory of Bioelectromagnetic Technology and Intelligent Health, Hebei University of Technology, Tianjin 300130, China; School of Health Sciences and Biomedical Engineering, Hebei University of Technology, Tianjin 300130, China.
| | - Shaoya Yin
- Department of Neurosurgery, Tianjin Huanhu Hospital, Tianjin 300350, China.
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Herman T, Barer Y, Bitan M, Sobol S, Giladi N, Hausdorff JM. A meta-analysis identifies factors predicting the future development of freezing of gait in Parkinson's disease. NPJ Parkinsons Dis 2023; 9:158. [PMID: 38049430 PMCID: PMC10696025 DOI: 10.1038/s41531-023-00600-2] [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: 06/11/2023] [Accepted: 11/02/2023] [Indexed: 12/06/2023] Open
Abstract
Freezing of gait (FOG) is a debilitating problem that is common among many, but not all, people with Parkinson's disease (PD). Numerous attempts have been made at treating FOG to reduce its negative impact on fall risk, functional independence, and health-related quality of life. However, optimal treatment remains elusive. Observational studies have recently investigated factors that differ among patients with PD who later develop FOG, compared to those who do not. With prediction and prevention in mind, we conducted a systematic review and meta-analysis of publications through 31.12.2022 to identify risk factors. Studies were included if they used a cohort design, included patients with PD without FOG at baseline, data on possible FOG predictors were measured at baseline, and incident FOG was assessed at follow-up. 1068 original papers were identified, 38 met a-priori criteria, and 35 studies were included in the meta-analysis (n = 8973; mean follow-up: 4.1 ± 2.7 years). Factors significantly associated with a risk of incident FOG included: higher age at onset of PD, greater severity of motor symptoms, depression, anxiety, poorer cognitive status, and use of levodopa and COMT inhibitors. Most results were robust in four subgroup analyses. These findings indicate that changes associated with FOG incidence can be detected in a subset of patients with PD, sometimes as long as 12 years before FOG manifests, supporting the possibility of predicting FOG incidence. Intriguingly, some of these factors may be modifiable, suggesting that steps can be taken to lower the risk and possibly even prevent the future development of FOG.
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Affiliation(s)
- Talia Herman
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Yael Barer
- Maccabitech, Maccabi Institute for Research and Innovation, Maccabi Healthcare Services, Tel Aviv, Israel
| | - Michal Bitan
- School of Computer Science, The College of Management, Rishon LeZion, Israel
| | - Shani Sobol
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Nir Giladi
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Department of Neurology, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jeffrey M Hausdorff
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.
- Department of Orthopedic Surgery and Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
- Department of Physical Therapy, Faculty of Medicine, Tel Aviv, Israel.
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6
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Bernardinis M, Atashzar SF, Jog MS, Patel RV. Visual velocity perception dysfunction in Parkinson's disease. Behav Brain Res 2023; 452:114490. [PMID: 37172741 DOI: 10.1016/j.bbr.2023.114490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/21/2023] [Accepted: 05/08/2023] [Indexed: 05/15/2023]
Abstract
OBJECTIVE Compared with motor deficits, sensory information processing in Parkinson's disease (PD) is relatively unexplored. While there is increasing interest in understanding the sensory manifestations of PD, the extent of sensory abnormality in PD has remained relatively unexplored. Furthermore, most investigations on the sensory aspects of PD involve motor aspects, causing confounding results. As sensory deficits often arise in early PD development stages, they present a potential technological target for diagnosis and disease monitoring that is affordable and accessible. Considering this, the current study's aim is to assess visual spatiotemporal perception independent of goal directed movements in PD by designing and using a scalable computational tool. METHODS A flexible 2-D virtual reality environment was created to evaluate various cases of visual perception. Using the tool, an experimental task quantifying the visual perception of velocity was tested on 37 individuals with PD and 17 age-matched control participants. RESULTS PD patients, both ON and OFF PD therapy, displayed perceptual impairments (p = 0.001 and p = 0.008, respectively) at slower tested velocity magnitudes. These impairments were even observed in early stages of PD (p = 0.015). CONCLUSION Visual velocity perception is impaired in PD patients, which suggests impairments in visual spatiotemporal processing occur in PD and provides a promising modality to be used with disease monitoring software. SIGNIFICANCE Visual velocity perception shows high sensitivity to PD at all stages of the disease. Dysfunction in visual velocity perception may contribute to observed motor dysfunction in PD.
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Affiliation(s)
- Matthew Bernardinis
- School of Biomedical Engineering, University of Western Ontario, 1151 Richmond Street North, London, Ontario N6A 5B9, Canada; Canadian Surgical Technologies & Advanced Robotics, 339 Windermere Road, London, Ontario N6A 5A5, Canada; London Movement Disorders Centre, 339 Windermere Road, London, Ontario N6A 5A5, Canada.
| | - S Farokh Atashzar
- Canadian Surgical Technologies & Advanced Robotics, 339 Windermere Road, London, Ontario N6A 5A5, Canada; Electrical & Computer Engineering, Mechanical and Aerospace Engineering, New York University, New York 10003, NY, United States
| | - Mandar S Jog
- School of Biomedical Engineering, University of Western Ontario, 1151 Richmond Street North, London, Ontario N6A 5B9, Canada; London Movement Disorders Centre, 339 Windermere Road, London, Ontario N6A 5A5, Canada; Department of Clinical Neurological Sciences, University of Western Ontario, 1151 Richmond Street, London, Ontario N6A 3K7, Canada; Department of Electrical & Computer Engineering, University of Western Ontario, 1151 Richmond Street North, London, Ontario N6A 5B9, Canada
| | - Rajni V Patel
- School of Biomedical Engineering, University of Western Ontario, 1151 Richmond Street North, London, Ontario N6A 5B9, Canada; Canadian Surgical Technologies & Advanced Robotics, 339 Windermere Road, London, Ontario N6A 5A5, Canada; Department of Clinical Neurological Sciences, University of Western Ontario, 1151 Richmond Street, London, Ontario N6A 3K7, Canada; Department of Electrical & Computer Engineering, University of Western Ontario, 1151 Richmond Street North, London, Ontario N6A 5B9, Canada
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7
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Jin C, Qi S, Yang L, Teng Y, Li C, Yao Y, Ruan X, Wei X. Abnormal functional connectivity density involvement in freezing of gait and its application for subtyping Parkinson's disease. Brain Imaging Behav 2023; 17:375-385. [PMID: 37243751 DOI: 10.1007/s11682-023-00765-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/19/2023] [Indexed: 05/29/2023]
Abstract
The pathophysiological mechanisms at work in Parkinson's disease (PD) patients with freezing of gait (FOG) remain poorly understood. Functional connectivity density (FCD) could provide an unbiased way to analyse connectivity across the brain. In this study, a total of 23 PD patients with FOG (PD FOG + patients), 26 PD patients without FOG (PD FOG- patients), and 22 healthy controls (HCs) were recruited, and their resting-state functional magnetic resonance imaging (rs-fMRI) images were collected. FCD mapping was first performed to identify differences between groups. Pearson correlation analysis was used to explore relationships between FCD values and the severity of FOG. Then, a machine learning model was employed to classify each pair of groups. PD FOG + patients showed significantly increased short-range FCD in the precuneus, cingulate gyrus, and fusiform gyrus and decreased long-range FCD in the frontal gyrus, temporal gyrus, and cingulate gyrus. Short-range FCD values in the middle temporal gyrus and inferior temporal gyrus were positively correlated with FOG questionnaire (FOGQ) scores, and long-range FCD values in the middle frontal gyrus were negatively correlated with FOGQ scores. Using FCD in abnormal regions as input, a support vector machine (SVM) classifier can achieve classification with good performance. The mean accuracy values were 0.895 (PD FOG + vs. HC), 0.966 (PD FOG- vs. HC), and 0.897 (PD FOG + vs. PD FOG-). This study demonstrates that PD FOG + patients showed altered short- and long-range FCD in several brain regions involved in action planning and control, motion processing, emotion, cognition, and object recognition.
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Affiliation(s)
- Chaoyang Jin
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Shouliang Qi
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
- Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Northeastern University, Shenyang, China.
| | - Lei Yang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Yueyang Teng
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Chen Li
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Yudong Yao
- Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, USA
| | - Xiuhang Ruan
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Xinhua Wei
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
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Melbourne JA, Kehnemouyi YM, O'Day JJ, Wilkins KB, Gala AS, Petrucci MN, Lambert EF, Dorris HJ, Diep C, Herron JA, Bronte-Stewart HM. Kinematic adaptive deep brain stimulation for gait impairment and freezing of gait in Parkinson's disease. Brain Stimul 2023; 16:1099-1101. [PMID: 37429355 DOI: 10.1016/j.brs.2023.07.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 06/30/2023] [Accepted: 07/04/2023] [Indexed: 07/12/2023] Open
Affiliation(s)
- Jillian A Melbourne
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
| | - Yasmine M Kehnemouyi
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Department of Bioengineering, Stanford University, Stanford, CA, USA.
| | - Johanna J O'Day
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Department of Bioengineering, Stanford University, Stanford, CA, USA.
| | - Kevin B Wilkins
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
| | - Aryaman S Gala
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
| | - Matthew N Petrucci
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Department of Bioengineering, Stanford University, Stanford, CA, USA.
| | - Emilia F Lambert
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
| | - Hannah J Dorris
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Department of Biomedical Data Science, Dartmouth University, Hanover, NH, USA.
| | - Cameron Diep
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
| | - Jeffrey A Herron
- Department of Neurological Surgery, University of Washington, Seattle, WA, USA.
| | - Helen M Bronte-Stewart
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Department of Neurosurgery, Stanford University, Stanford, CA, USA.
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9
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Zhao H, Feng Z, Hao S, Tan H, Zhan S, Liu W, Lu Y, Cao C. A Virtual Reality (VR) based Comprehensive Freezing of Gait (FOG) Neuro-electrophysiologic Evaluation System for People with Parkinson's Disease (PD). ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2023; 2023:1-5. [PMID: 38082626 DOI: 10.1109/embc40787.2023.10340628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Although Freezing of gait (FOG) is one of the most frustrating phenomena for people with Parkinson's Disease (PD), especially in their advanced stage, it is one of the least explained syndromes. The current studies only showed beta oscillations existed in frontal cortex-basal ganglia networks. Further studies need to be carried out. However, simultaneously recording neuro-electrophysiologic signals during walking is always a challenge, especially for Electroencephalogram (EEG) and Local Field Potential (LFP). This paper demonstrated a Virtual Reality (VR) based system which can trigger FOG and record biological signals at the same time. Moreover, the utilisation of VR will significantly decrease space requirements. It will provide a safer and more convenient evaluation environment for future participants. One participant with PD helped to validate the feasibility of the system. The result showed that both EEG and LFP could be recorded at the same time with trigger markers. This system design can be used to trigger freezing episodes in the controlled environment, differentiate subtypes of gait difficulties, and identify neural signatures associated with freezing episodes.Clinical relevance - This paper proposed a VR-based comprehensive FOG neuro-electrophysiologic evaluation system for people with PD. It had the advantages of minimum space requirement and wireless LFP data collection without externalised leads. This paper was to indicate a larger study which would formally recruit larger populations with PD and FOG. Future studies would explore FOG-related brain network coherence.
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Minta K, Colombo G, Taylor WR, Schinazi VR. Differences in fall-related characteristics across cognitive disorders. Front Aging Neurosci 2023; 15:1171306. [PMID: 37358956 PMCID: PMC10289027 DOI: 10.3389/fnagi.2023.1171306] [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: 02/23/2023] [Accepted: 05/25/2023] [Indexed: 06/28/2023] Open
Abstract
Approximately 40-60% of falls in the elderly lead to injuries, resulting in disability and loss of independence. Despite the higher prevalence of falls and morbidity rates in cognitively impaired individuals, most fall risk assessments fail to account for mental status. In addition, successful fall prevention programmes in cognitively normal adults have generally failed in patients with cognitive impairment. Identifying the role of pathological aging on fall characteristics can improve the sensitivity and specificity of fall prevention approaches. This literature review provides a thorough investigation into fall prevalence and fall risk factors, the accuracy of fall risk assessments, and the efficacy of fall prevention strategies in individuals with diverse cognitive profiles. We show that fall-related characteristics differ between cognitive disorders and fall risk assessment tools as well as fall prevention strategies should critically consider each patient's cognitive status to facilitate the identification of fallers at an earlier stage and support clinical decision-making.
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Affiliation(s)
- Karolina Minta
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Giorgio Colombo
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
| | - William R. Taylor
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
- Department of Health Sciences and Technology, Institute for Biomechanics, ETH Zürich, Zürich, Switzerland
| | - Victor R. Schinazi
- Future Health Technologies, Singapore-ETH Centre, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore, Singapore
- Department of Psychology, Bond University, Gold Coast, QLD, Australia
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Wang S, Wu T, Cai Y, Yu Y, Chen X, Wang L. Neuromelanin magnetic resonance imaging of substantia nigra and locus coeruleus in Parkinson's disease with freezing of gait. Front Aging Neurosci 2023; 15:1060935. [PMID: 36819729 PMCID: PMC9932285 DOI: 10.3389/fnagi.2023.1060935] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/16/2023] [Indexed: 02/05/2023] Open
Abstract
Background The downregulation of monoamines, especially dopamine in substantia nigra (SN) and norepinephrine in locus coeruleus (LC), may be responsible for freezing of gait (FOG) pathological basis in Parkinson's disease (PD). Methods Thirty-two Parkinson's disease patients with freezing of gait (PD-FOG), 32 Parkinson's disease patients without freezing of gait (PD-NFOG) and 32 healthy controls (HC) underwent neuromelanin magnetic resonance imaging (NM-MRI). The volume, surface area and contrast to noise ratio (CNR) of SN and LC were measured and compared. The correlation analyses were conducted between the measurements of SN and LC with clinical symptoms. We plotted the receiver operating characteristic (ROC) curve and determined the sensitivity and specificity of the CNR of SN and LC for discriminating the PD-FOG from the PD-NFOG. Results Both PD-FOG and PD-NFOG showed decreased volume, surface area and CNR of SN compared with HC. The PD-FOG exhibited decreased volume and surface area of LC compared with both PD-NFOG and HC groups, and decreased CNR of LC compared with HC group. The volume, surface area and CNR of SN were negatively correlated with the Unified Parkinson's Disease Rating Scale part III scores. The illness durations in PD patients were negatively correlated with the volume, surface area of SN, while not the CNR. And the volume and surface area of LC were negatively correlated with new freezing of gait questionnaire scores. ROC analyses indicated that the area under the curve (AUC) was 0.865 and 0.713 in the CNR of SN and LC, respectively, in PD versus HC, whereas it was 0.494 and 0.637 respectively, in PD-FOG versus PD-NFOG. Among these, for discriminating the PD from the HC, the sensitivity and specificity in the CNR of the SN was 90.6 and 71.9%, respectively, when the cut-off value was set at 2.101; the sensitivity and specificity in the CNR of the LC was 90.6 and 50.0%, respectively, when the cut-off value for CNR was set at 1.411. Conclusion The dopaminergic changes in the SN were found across both PD-FOG and PD-NFOG, whilst LC noradrenergic neuron reduction was more evident in PD-FOG.
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Affiliation(s)
- Shangpei Wang
- Department of Radiology, The Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Tong Wu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Yajie Cai
- Department of Radiology, The Second Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Yongqiang Yu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China,*Correspondence: Yongqiang Yu, ✉
| | - Xianwen Chen
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China,Xianwen Chen, ✉
| | - Longsheng Wang
- Department of Radiology, The Second Hospital of Anhui Medical University, Hefei, Anhui, China,Longsheng Wang, ✉
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12
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Lin C, Ridder MC, Sah P. The PPN and motor control: Preclinical studies to deep brain stimulation for Parkinson's disease. Front Neural Circuits 2023; 17:1095441. [PMID: 36925563 PMCID: PMC10011138 DOI: 10.3389/fncir.2023.1095441] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 01/31/2023] [Indexed: 03/04/2023] Open
Abstract
The pedunculopontine nucleus (PPN) is the major part of the mesencephalic locomotor region, involved in the control of gait and locomotion. The PPN contains glutamatergic, cholinergic, and GABAergic neurons that all make local connections, but also have long-range ascending and descending connections. While initially thought of as a region only involved in gait and locomotion, recent evidence is showing that this structure also participates in decision-making to initiate movement. Clinically, the PPN has been used as a target for deep brain stimulation to manage freezing of gait in late Parkinson's disease. In this review, we will discuss current thinking on the role of the PPN in locomotor control. We will focus on the cytoarchitecture and functional connectivity of the PPN in relationship to motor control.
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Affiliation(s)
- Caixia Lin
- Queensland Brain Institute, University of Queensland, St Lucia, QLD, Australia.,Joint Centre for Neuroscience and Neural Engineering, and Department of Biology, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Margreet C Ridder
- Queensland Brain Institute, University of Queensland, St Lucia, QLD, Australia
| | - Pankaj Sah
- Queensland Brain Institute, University of Queensland, St Lucia, QLD, Australia.,Joint Centre for Neuroscience and Neural Engineering, and Department of Biology, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
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13
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Exploring a New Cueing Device in People Who Experience Freezing of Gait: Acceptance of a Study Design. PARKINSON'S DISEASE 2022; 2022:1631169. [DOI: 10.1155/2022/1631169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/21/2022] [Accepted: 11/24/2022] [Indexed: 12/12/2022]
Abstract
Background. Freezing of Gait (FoG) is a disabling symptom of Parkinson’s Disease (PD) and is defined as a “brief episodic absence or marked reduction of forward progression of the feet despite the intention to walk.” Compensatory strategies such as cueing and high frequency vibrotactile stimulation can reduce FoG severity and improve gait parameters. A new Sternal high frequency Vibrotactile Stimulation Device (SVSD) with cueing function has been developed, however the clinical effects of this device are yet to be fully investigated. Objective. The aim of this study was to investigate, if the proposed study design using a SVSD and gait analysis sensor insoles was acceptable for people with PD. Methods. This feasibility study was designed as a randomized cross-over study. Thirteen participants took part in a one off 60-minute data collection session. The acceptability of the study design was assessed with a mixed methods questionnaire considering each step of the study process. Secondary outcome measures were the feasibility of using the 10 Metre Walk Test (10MWT), the Freezing of Gait Score (FoG-Score), and Patient Global Impression of Change (PGI-C) with and without the SVSD. Results. The participants scored all aspects of the study design as very satisfactory. In addition, all participants could perform the secondary outcome measures and were deemed feasible. Feedback from open ended questions provided ideas and considerations for adaptations of future clinical studies. Conclusion. The proposed study design was acceptable for people with PD. Implications. This study design, with small adaptations, can be used for larger studies to evaluate the effect of an SVSD on FoG in people with PD.
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14
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Cabañes-Martínez L, Villadóniga M, Millán AS, Del Álamo M, Regidor I. Effects of deep brain stimulation on the kinematics of gait and balance in patients with idiopathic Parkinson's disease. Clin Biomech (Bristol, Avon) 2022; 98:105737. [PMID: 35998434 DOI: 10.1016/j.clinbiomech.2022.105737] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 07/13/2022] [Accepted: 08/09/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Advanced stages of idiopathic Parkinson's disease are often characterised by gait alterations and postural instability. Despite improvements in patients' motor symptoms after deep brain stimulation of the subthalamic nucleus, its effects on gait and balance remain a matter of debate. This study investigated the effects of deep brain stimulation on balance and kinematic parameters of gait. METHODS The gait of 26 patients with advanced idiopathic Parkinson's disease was analysed before and after (between 3 and 6 months) after bilateral deep brain stimulation of the subthalamic nucleus. Computerised analysis was used to study cadence, number of cycles with the correct support sequence, number of cycles, duration of the cycle stages, and knee and ankle goniometry. Balance, postural instability, and mobility were assessed using the Tinetti and Timed Up and Go test. FINDINGS After stimulation, the following changes were significant (p < 0.01): number of cycles with the correct support sequence, number of total cycles, and foot contact. Patients improved significantly (p < 0.01) in the Tinetti and Timed Up and Go tests, the risk factors for falls changed from high (median 17) to low (median 25), and they improved from minor dependence (statistical median 14) to normality (statistical median 8.70). INTERPRETATION Deep brain stimulation to inhibit hyperactivity of the subthalamic nucleus was associated with an improvement in the space-time variables of gait and balance in patients with Parkinson's disease for up to 3-6 months. These results highlight the major role of the subthalamic nucleus in motor control mechanisms during locomotion and balance.
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Affiliation(s)
- Lidia Cabañes-Martínez
- Clinical Neurophysiology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain.
| | - Marta Villadóniga
- Clinical Neurophysiology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Marta Del Álamo
- Neurosurgery Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Ignacio Regidor
- Clinical Neurophysiology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
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15
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Jin C, Yang L, Qi S, Teng Y, Li C, Yao Y, Ruan X, Wei X. Structural Brain Network Abnormalities in Parkinson’s Disease With Freezing of Gait. Front Aging Neurosci 2022; 14:944925. [PMID: 35875794 PMCID: PMC9304752 DOI: 10.3389/fnagi.2022.944925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 06/20/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveDiffusion tensor imaging (DTI) studies have investigated white matter (WM) integrity abnormalities in Parkinson’s disease (PD). However, little is known about the topological changes in the brain network. This study aims to reveal these changes by comparing PD without freezing of gait (FOG) (PD FOG–), PD with FOG (PD FOG+), and healthy control (HC).Methods21 PD FOG+, 34 PD FOG-, and 23 HC were recruited, and DTI images were acquired. The graph theoretical analysis and network-based statistical method were used to calculate the topological parameters and assess connections.ResultsPD FOG+ showed a decreased normalized clustering coefficient, small-worldness, clustering coefficient, and increased local network efficiency compared with HCs. PD FOG+ showed decreased centrality, degree centrality, and nodal efficiency in the striatum, frontal gyrus, and supplementary motor area (SMA). PD FOG+ showed decreased connections in the frontal gyrus, cingulate gyrus, and caudate nucleus (CAU). The between centrality of the left SMA and left CAU was negatively correlated with FOG questionnaire scores.ConclusionThis study demonstrates that PD FOG+ exhibits disruption of global and local topological organization in structural brain networks, and the disrupted topological organization can be potential biomarkers in PD FOG+. These new findings may provide increasing insight into the pathophysiological mechanism of PD FOG+.
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Affiliation(s)
- Chaoyang Jin
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Lei Yang
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Shouliang Qi
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
- Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Northeastern University, Shenyang, China
- *Correspondence: Shouliang Qi,
| | - Yueyang Teng
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Chen Li
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China
| | - Yudong Yao
- Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ, United States
| | - Xiuhang Ruan
- Department of Radiology, School of Medicine, Guangzhou First People’s Hospital, South China University of Technology, Guangzhou, China
| | - Xinhua Wei
- Department of Radiology, School of Medicine, Guangzhou First People’s Hospital, South China University of Technology, Guangzhou, China
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16
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Liu DF, Zhao BT, Zhu GY, Liu YY, Bai YT, Liu HG, Jiang Y, Zhang X, Lin-Shi, Zhang H, Yang AC, Zhang JG. Synchronized Intracranial Electrical Activity and Gait Recording in Parkinson’s Disease Patients With Freezing of Gait. Front Neurosci 2022; 16:795417. [PMID: 35310098 PMCID: PMC8927080 DOI: 10.3389/fnins.2022.795417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 02/10/2022] [Indexed: 11/29/2022] Open
Abstract
Background This study aimed to describe a synchronized intracranial electroencephalogram (EEG) recording and motion capture system, which was designed to explore the neural dynamics during walking of Parkinson’s disease (PD) patients with freezing of gait (FOG). Preliminary analysis was performed to test the reliability of this system. Methods A total of 8 patients were enrolled in the study. All patients underwent bilateral STN-DBS surgery and were implanted with a right subdural electrode covering premotor and motor area. Synchronized electrophysiological and gait data were collected using the Nihon Kohden EEG amplifier and Codamotion system when subjects performed the Timed Up and Go (TUG) test. To verify the reliability of the acquisition system and data quality, we calculated and compared the FOG index between freezing and non-freezing periods during walking. For electrophysiological data, we first manually reviewed the scaled (five levels) quality during waking. Spectra comprising broadband electrocorticography (ECoG) and local field potential (LFP) were also compared between the FOG and non-FOG states. Lastly, connectivity analysis using coherence between cortical and STN electrodes were conducted. In addition, we also use machine learning approaches to classified FOG and non-FOG. Results A total of 8 patients completed 41 walking tests, 30 of which had frozen episodes, and 21 of the 30 raw data were level 1 or 2 in quality (70%). The mean ± SD walking time for the TUG test was 85.94 ± 47.68 s (range: 38 to 190.14 s); the mean ± SD freezing duration was 12.25 ± 7.35 s (range: 1.71 to 27.50 s). The FOG index significantly increased during the manually labeled FOG period (P < 0.05). The beta power of STN LFP in the FOG period was significantly higher than that in the non-FOG period (P < 0.05), while the band power of ECoG did not exhibit a significant difference between walking states. The coherence between the ECoG and STN LFP was significantly greater in high beta and gamma bands during the FOG period compared with the shuffled surrogates (P < 0.05). Lastly, STN-LFP band power features showed above-chance performance (p < 0.01, permutation test) in identifying FOG epochs. Conclusion In this study, we established and verified the synchronized ECoG/LFP and gait recording system in PD patients with FOG. Further neural substrates underlying FOG could be explored using the current system.
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17
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Xu K, Zhou XX, He RC, Zhou Z, Liu ZH, Xu Q, Sun QY, Yan XX, Wu XY, Guo JF, Tang BS. Constructing Prediction Models for Freezing of Gait by Nomogram and Machine Learning: A Longitudinal Study. Front Neurol 2021; 12:684044. [PMID: 34938251 PMCID: PMC8686836 DOI: 10.3389/fneur.2021.684044] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 11/01/2021] [Indexed: 12/22/2022] Open
Abstract
Objectives: Although risk factors for freezing of gait (FOG) have been reported, there are still few prediction models based on cohorts that predict FOG. This 1-year longitudinal study was aimed to identify the clinical measurements closely linked with FOG in Chinese patients with Parkinson's disease (PD) and construct prediction models based on those clinical measurements using Cox regression and machine learning. Methods: The study enrolled 967 PD patients without FOG in the Hoehn and Yahr (H&Y) stage 1-3 at baseline. The development of FOG during follow-up was the end-point. Neurologists trained in movement disorders collected information from the patients on a PD medication regimen and their clinical characteristics. The cohort was assessed on the same clinical scales, and the baseline characteristics were recorded and compared. After the patients were divided into the training set and test set by the stratified random sampling method, prediction models were constructed using Cox regression and random forests (RF). Results: At the end of the study, 26.4% (255/967) of the patients suffered from FOG. Patients with FOG had significantly longer disease duration, greater age at baseline and H&Y stage, lower proportion in Tremor Dominant (TD) subtype, a higher proportion in wearing-off, levodopa equivalent daily dosage (LEDD), usage of L-Dopa and catechol-O-methyltransferase (COMT) inhibitors, a higher score in scales of Unified Parkinson's Disease Rate Scale (UPDRS), 39-item Parkinson's Disease Questionnaire (PDQ-39), Non-Motor Symptoms Scale (NMSS), Hamilton Depression Rating Scale (HDRS)-17, Parkinson's Fatigue Scale (PFS), rapid eye movement sleep behavior disorder questionnaire-Hong Kong (RBDQ-HK), Epworth Sleepiness Scale (ESS), and a lower score in scales of Parkinson's Disease Sleep Scale (PDSS) (P < 0.05). The risk factors associated with FOG included PD onset not being under the age of 50 years, a lower degree of tremor symptom, impaired activities of daily living (ADL), UPDRS item 30 posture instability, unexplained weight loss, and a higher degree of fatigue. The concordance index (C-index) was 0.68 for the training set (for internal validation) and 0.71 for the test set (for external validation) of the nomogram prediction model, which showed a good predictive ability for patients in different survival times. The RF model also performed well, the C-index was 0.74 for the test set, and the AUC was 0.74. Conclusions: The study found some new risk factors associated with the FOG including a lower degree of tremor symptom, unexplained weight loss, and a higher degree of fatigue through a longitudinal study, and constructed relatively acceptable prediction models.
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Affiliation(s)
- Kun Xu
- Collaborative Innovation Center for Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China.,Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Xiao-Xia Zhou
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Run-Cheng He
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Zhou Zhou
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Zhen-Hua Liu
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Qian Xu
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Qi-Ying Sun
- Department of Geriatrics, Xiangya Hospital, Central South University, Changsha, China
| | - Xin-Xiang Yan
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Xin-Yin Wu
- Department of Epidemiology and Health Statistics, Xiangya School of Public Health, Central South University, Changsha, China
| | - Ji-Feng Guo
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.,Centre for Medical Genetics, Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, China.,Key Laboratory of Hunan Province in Neurodegenerative Disorders, Central South University, Changsha, China
| | - Bei-Sha Tang
- Collaborative Innovation Center for Brain Disorders, Laboratory of Brain Disorders, Ministry of Science and Technology, Beijing Institute of Brain Disorders, Capital Medical University, Beijing, China.,Department of Neurology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China.,Centre for Medical Genetics, Hunan Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, China.,Key Laboratory of Hunan Province in Neurodegenerative Disorders, Central South University, Changsha, China
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18
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Sadler CM, Kami AT, Nantel J, Carlsen AN. Transcranial direct current stimulation of supplementary motor area improves upper limb kinematics in Parkinson's disease. Clin Neurophysiol 2021; 132:2907-2915. [PMID: 34412968 DOI: 10.1016/j.clinph.2021.06.031] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 05/18/2021] [Accepted: 06/20/2021] [Indexed: 01/02/2023]
Abstract
OBJECTIVE Bradykinesia, defined as slowness of movements, is among the most functionally debilitating symptoms of Parkinson's disease (PD). Hypoactivation of cortical neurons in supplementary motor area (SMA) has been linked to the progression of bradykinesia symptoms. This study investigated the influence of transcranial direct current stimulation (tDCS) applied over SMA on upper limb movement for individuals diagnosed with PD. METHODS Thirteen individuals with PD performed a simple reaction time (RT) task involving elbow extension following an auditory go-signal. Sham or anodal tDCS was then applied over SMA for 10 minutes before participants repeated the simple RT task. Participants were unaware of which stimulation they received in each testing session. Electromyography (EMG) and kinematic data were recorded on all trials. RESULTS While there were no significant differences in premotor RT, anodal tDCS applied over SMA led to significantly shorter time to peak displacement (p = .015) and movement time (p = .003) compared to pre-tDCS trials, whereas sham stimulation had no impact on these variables. CONCLUSIONS These results provide evidence that anodal tDCS applied over SMA contributes to improvements in movement kinematics of an upper limb simple RT task. SIGNIFICANCE Anodal tDCS over SMA could be a useful therapy to mitigate bradykinesia associated with PD.
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Affiliation(s)
- Christin M Sadler
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
| | - Aline Tiemi Kami
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
| | - Julie Nantel
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
| | - Anthony N Carlsen
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada.
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19
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Hauser RA, Mehta SH, Kremens D, Chernick D, Formella AE. Effects of Gocovri (Amantadine) Extended-Release Capsules on Motor Aspects of Experiences of Daily Living in People with Parkinson's Disease and Dyskinesia. Neurol Ther 2021; 10:739-751. [PMID: 34024025 PMCID: PMC8571461 DOI: 10.1007/s40120-021-00256-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 05/05/2021] [Indexed: 11/12/2022] Open
Abstract
Introduction Gocovri, a bedtime-administered delayed-release/extended-release capsule formulation of amantadine, is the only drug approved by the US Food and Drug Administration as levodopa-adjunctive therapy for the treatment of OFF episodes and/or dyskinesia in Parkinson’s disease (PD). Part II of the Movement Disorder Society Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) assesses patient-perceived disability on experiences of daily living affected by PD motor symptoms. We analyzed Gocovri-related changes in MDS-UPDRS Part II ratings in two placebo-controlled clinical trials. Methods Baseline to week 12 changes in MDS-UPDRS Part II total and item scores were compared for Gocovri and placebo using pooled data from phase 3 trials (EASE LID and EASE LID 3). Results Baseline mean MDS-UPDRS Part II total score was 15.1 for Gocovri (n = 100) and 15.3 for placebo (n = 96) groups. At week 12, the least squares mean change from baseline was −3.4 for the Gocovri group and −1.4 for placebo (treatment difference, −2.0; 95% CI −3.3 to −0.7; P = 0.004). For Gocovri, change from baseline exceeded a published minimal clinically important difference threshold of 3.05. Gocovri-related treatment differences over placebo were driven primarily by improvement in the scale items of freezing (−0.4; P < 0.0001), tremor (−0.4; P = 0.002), getting out of bed/car/deep chair (−0.3; P = 0.002), and eating tasks (−0.2; P = 0.016). Conclusion In addition to improvement in dyskinesia, Gocovri-treated participants experienced improvement in motor aspects of experiences of daily living. Analyses suggest that Gocovri may specifically improve freezing, tremor, getting out of bed/car/deep chair, and eating tasks. Trial Registration ClinicalTrials.gov identifiers: NCT02136914, NCT02274766.
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Affiliation(s)
- Robert A Hauser
- USF Parkinson's Disease and Movement Disorders Center, Parkinson Foundation Center of Excellence, University of South Florida, 4001 E. Fletcher Ave, 6th Floor, Tampa, FL, 33613, USA.
| | - Shyamal H Mehta
- Department of Neurology, Mayo Clinic-Scottsdale, Scottsdale, AZ, USA
| | - Daniel Kremens
- Department of Neurology, Thomas Jefferson University, Philadelphia, PA, USA
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20
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Amundsen Huffmaster SL, Lu C, Tuite PJ, MacKinnon CD. The Transition from Standing to Walking Is Affected in People with Parkinson's Disease and Freezing of Gait. JOURNAL OF PARKINSONS DISEASE 2021; 10:233-243. [PMID: 31594247 DOI: 10.3233/jpd-191649] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND It has been hypothesized that freezing of gait (FOG) in people with Parkinson's disease (PD) is due to abnormal coupling between posture and gait. OBJECTIVE In this study, we examined the relationship between anticipatory postural adjustments (APAs) preceding gait initiation and the kinematics of the first two steps between people with FOG and without FOG. METHODS The kinetics and kinematics of self-initiated gait were recorded in 25 people with PD (11 with FOG, 14 without FOG). Outcome variables included the amplitude and timing of the ground reaction forces (GRFs), center of pressure (CoP) shifts and the spatial and temporal characteristics of the first and second steps. RESULTS The magnitude and timing of the APA phase of gait initiation were not significantly different between participants with and without FOG, yet the first step in the FOG group was distinguished by a significantly wider and less variable first step width, followed by a subsequent wider and shortened second step with reduced toe clearance. Multiple linear regression showed that the relationship between the initial conditions (stance width), APAs (posterior shift of the CoP) and the kinematics of the first step were different between groups with a significantly increased slope in the FOG group. CONCLUSION These findings demonstrate that the transition from standing to walking is different between those with and without FOG and that alterations in the initial conditions or APAs are more likely to impact the execution of the two steps in people with FOG.
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Affiliation(s)
- Sommer L Amundsen Huffmaster
- Department of Neurology, University of Minnesota, Minneapolis, MN, USA.,Movement Disorders Laboratory, University of Minnesota, Minneapolis, MN, USA
| | - Chiahao Lu
- Department of Neurology, University of Minnesota, Minneapolis, MN, USA.,Movement Disorders Laboratory, University of Minnesota, Minneapolis, MN, USA
| | - Paul J Tuite
- Department of Neurology, University of Minnesota, Minneapolis, MN, USA
| | - Colum D MacKinnon
- Department of Neurology, University of Minnesota, Minneapolis, MN, USA.,Movement Disorders Laboratory, University of Minnesota, Minneapolis, MN, USA
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21
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Mancini M, Shah VV, Stuart S, Curtze C, Horak FB, Safarpour D, Nutt JG. Measuring freezing of gait during daily-life: an open-source, wearable sensors approach. J Neuroeng Rehabil 2021; 18:1. [PMID: 33397401 PMCID: PMC7784003 DOI: 10.1186/s12984-020-00774-3] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 10/12/2020] [Indexed: 01/14/2023] Open
Abstract
Background Although a growing number of studies focus on the measurement and detection of freezing of gait (FoG) in laboratory settings, only a few studies have attempted to measure FoG during daily life with body-worn sensors. Here, we presented a novel algorithm to detect FoG in a group of people with Parkinson’s disease (PD) in the laboratory (Study I) and extended the algorithm in a second cohort of people with PD at home during daily life (Study II). Methods In Study I, we described of our novel FoG detection algorithm based on five inertial sensors attached to the feet, shins and lumbar region while walking in 40 participants with PD. We compared the performance of the algorithm with two expert clinical raters who scored the number of FoG episodes from video recordings of walking and turning based on duration of the episodes: very short (< 1 s), short (2–5 s), and long (> 5 s). In Study II, a different cohort of 48 people with PD (with and without FoG) wore 3 wearable sensors on their feet and lumbar region for 7 days. Our primary outcome measures for freezing were the % time spent freezing and its variability. Results We showed moderate to good agreement in the number of FoG episodes detected in the laboratory (Study I) between clinical raters and the algorithm (if wearable sensors were placed on the feet) for short and long FoG episodes, but not for very short FoG episodes. When extending this methodology to unsupervised home monitoring (Study II), we found that percent time spent freezing and the variability of time spent freezing differentiated between people with and without FoG (p < 0.05), and that short FoG episodes account for 69% of the total FoG episodes. Conclusion Our findings showed that objective measures of freezing in PD using inertial sensors on the feet in the laboratory are matching well with clinical scores. Although results found during daily life are promising, they need to be validated. Objective measures of FoG with wearable technology during community-living would be useful for managing this distressing feature of mobility disability in PD.
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Affiliation(s)
- Martina Mancini
- Department of Neurology, School of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, OP-32, Portland, OR, 97239, USA.
| | - Vrutangkumar V Shah
- Department of Neurology, School of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, OP-32, Portland, OR, 97239, USA
| | - Samuel Stuart
- Department of Neurology, School of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, OP-32, Portland, OR, 97239, USA.,Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, UK
| | - Carolin Curtze
- Department of Biomechanics, University of Nebraska At Omaha, 6160 University Dr S, Omaha, NE, 68182, USA
| | - Fay B Horak
- Department of Neurology, School of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, OP-32, Portland, OR, 97239, USA
| | - Delaram Safarpour
- Department of Neurology, School of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, OP-32, Portland, OR, 97239, USA
| | - John G Nutt
- Department of Neurology, School of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, OP-32, Portland, OR, 97239, USA
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22
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Ruan X, Li Y, Li E, Xie F, Zhang G, Luo Z, Du Y, Jiang X, Li M, Wei X. Impaired Topographical Organization of Functional Brain Networks in Parkinson's Disease Patients With Freezing of Gait. Front Aging Neurosci 2020; 12:580564. [PMID: 33192473 PMCID: PMC7609969 DOI: 10.3389/fnagi.2020.580564] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/18/2020] [Indexed: 12/04/2022] Open
Abstract
Objective: This study aimed to explore alterations in the topological properties of the functional brain network in primary Parkinson’s disease (PD) patients with freezing of gait (PD-FOG). Methods: Resting-state functional magnetic resonance imaging (Rs-fMRI) data were obtained in 23 PD-FOG patients, 33 PD patients without FOG (PD-nFOG), and 24 healthy control (HC) participants. The whole-brain functional connectome was constructed by thresholding the Pearson correlation matrices of 90 brain regions, and topological properties were analyzed by using graph theory approaches. The network-based statistics (NBS) method was used to determine the suprathreshold connected edges (P < 0.05; threshold T = 2.725), and statistical significance was estimated by using the non-parametric permutation method (5,000 permutations). Statistically significant topological properties were further evaluated for their relationship with clinical neurological scales. Results: The topological properties of the functional brain network in PD-FOG and PD-nFOG showed no abnormalities at the global level. However, compared with HCs, PD-FOG patients showed decreased nodal local efficiency in several brain regions, including the bilateral striatum, frontoparietal areas, visual cortex, and bilateral superior temporal gyrus, increased nodal local efficiency in the left gyrus rectus. When compared with PD-nFOG patients and HCs, PD-FOG showed increased betweenness centrality in the left hippocampus. Moreover, compared to HCs, both PD-FOG and PD-nFOG patients displayed reduced network connections by using the NBS method, mainly involving the sensorimotor cortex (SM), visual network (VN), default mode network (DMN), auditory network (AN), dorsal attention network (DAN), subcortical regions, and limbic network (LIM). The local node efficiency of the right temporal pole: superior temporal gyrus in PD-FOG patients was positively correlated with the Freezing of Gait Questionnaire (FOGQ) scores. Conclusions: This study demonstrates the disrupted regional topological organization in PD-FOG patients, especially associated with damage to the subcortical regions and multiple cortical regions. Our results provide insights into the dysfunctional mechanisms of the relevant networks and indicate potential neuroimaging biomarkers of PD-FOG.
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Affiliation(s)
- Xiuhang Ruan
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Yuting Li
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - E Li
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Fang Xie
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
| | - Guoqin Zhang
- Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
| | | | - Yuchen Du
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Xinqing Jiang
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Mengyan Li
- Department of Neurology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China
| | - Xinhua Wei
- Department of Radiology, Guangzhou First People's Hospital, School of Medicine, South China University of Technology, Guangzhou, China.,Department of Radiology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China
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23
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Klucken J, Winkler J, Krüger R, Jost W. [The history of Freezing-of-gait in Parkinson's disease - from phenomena to symptom]. FORTSCHRITTE DER NEUROLOGIE-PSYCHIATRIE 2020; 88:573-581. [PMID: 32957142 DOI: 10.1055/a-1227-6258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The background of the freezing-of-gait (FOG) phenomenon in Parkinson's syndrome is presented in this review. The following issues are addressed: characterization of the symptom freezing and its subtypes that challenge standardized diagnostic procedures; available assessment methods generating freezing-related parameters that not only support clinical studies but can also be applied in everyday care, and current therapy options. FOG exists in different subtypes, and clinical and diagnostic definitions are limited by subjective characterization and semi-standardized tests. FOG-specific drug options are not existing, apart from the optimization of dopaminergic medication, which may also be due to the poor discriminatory power of standardized diagnostics. This is also true for deep brain stimulation. Both of these therapeutic options may be due not only to the complex neural network alterations as a motor-control correlate of FOG, but also because of challenging diagnostic assessments methodologies. Innovative, wearable, sensor-based diagnostic strategies are currently being developed, and supportive therapies using tools and technologies focusing on 'cueing' are becoming increasingly well accepted. Even though high level evidence is missing, they provide a helpful treatment option for individualized therapy. It can be assumed that these options will become particularly popular due to technological progress and likely alter the everyday treatment challenges faced by doctors and therapists.
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Affiliation(s)
- Jochen Klucken
- Molekulare Neurologie, Universitätsklinikum Erlangen; Fraunhofer-Institut für Integrierte Schaltungen IIS, Erlangen; Medical Valley Digital Health Application Center, Bamberg
| | - Juergen Winkler
- Molekular-Neurologische Abteilung, Universitätsklinikum Erlangen
| | - Rejko Krüger
- Universite du Luxembourg, Clinical and Experimental Neuroscience; Luxembourg Institute for Health (LIH), Transversal Translational Medicine
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24
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Analysis of Motor Complication and Relative Factors in a Cohort of Chinese Patients with Parkinson's Disease. PARKINSON'S DISEASE 2020; 2020:8692509. [PMID: 32802308 PMCID: PMC7411499 DOI: 10.1155/2020/8692509] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 04/09/2020] [Accepted: 07/07/2020] [Indexed: 12/21/2022]
Abstract
Objective Motor complications are common in Parkinson's disease (PD). The reported occurrence of motor complications varies across regions and races. The aim of our study was to describe the development of dyskinesias and motor fluctuations among Chinese PD patients and the relative risk factors. Methods In the current cross-sectional survey study, PD patients with motor fluctuations and dyskinesia were enrolled from March to November 2018 in Shaanxi province, a northwest area of China. Data were collected by the movement disorder specialists. A self-designed questionnaire was utilized during face-to-face interviews. In addition, the relevant factors of motor complications were analyzed by univariable and multivariable analyses. Results Of the166 PD patients recruited, 52 (31.33%) and 25 (15.06%) patients had motor fluctuations and dyskinesia, respectively, which occurred in 6.76 ± 3.77 and 8.61 ± 4.46 years after the onset of motor symptoms and 5.37 ± 3.33 and 6.80 ± 3.43 years after the treatment of levodopa therapy, respectively. Patients with motor fluctuations and dyskinesias had longer disease duration, younger onset age, higher Hoehn–Yahr stages and UPDRS III scores, higher daily levodopa dosage and levodopa equivalent daily dose (LEDD), and longer duration of levodopa treatment (P < 0.05). Bradykinesia-rigidity dominant patients had higher incidences of motor fluctuations (61.54% vs 38.46%) and dyskinesias (68.00% vs 32.00%) than tremor-dominant patients (P < 0.05). Results of the multivariate logistic regression analyses showed that the duration of levodopa therapy, age of the onset, and bradykinesia-rigidity dominant type were independent risk factors of motor fluctuations (P < 0.05). In addition, duration of disease and bradykinesia-rigidity dominant type were independent risk factors of dyskinesia (P < 0.05). Conclusions The rate of motor fluctuations was higher than dyskinesias in Chinese patients with Parkinson's disease. Patients with younger age onset, bradykinesia-rigidity dominant type, longer disease duration, and longer duration of levodopa therapy are more likely to develop motor complications.
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25
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Petrucci MN, Neuville RS, Afzal MF, Velisar A, Anidi CM, Anderson RW, Parker JE, O'Day JJ, Wilkins KB, Bronte-Stewart HM. Neural closed-loop deep brain stimulation for freezing of gait. Brain Stimul 2020; 13:1320-1322. [PMID: 32634599 PMCID: PMC8189032 DOI: 10.1016/j.brs.2020.06.018] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 06/18/2020] [Accepted: 06/22/2020] [Indexed: 11/09/2022] Open
Affiliation(s)
- Matthew N Petrucci
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Raumin S Neuville
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - M Furqan Afzal
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Anca Velisar
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Chioma M Anidi
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Ross W Anderson
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Jordan E Parker
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Johanna J O'Day
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Kevin B Wilkins
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA
| | - Helen M Bronte-Stewart
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA.
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26
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Xie YJ, Gao Q, He CQ, Bian R. Effect of Repetitive Transcranial Magnetic Stimulation on Gait and Freezing of Gait in Parkinson Disease: A Systematic Review and Meta-analysis. Arch Phys Med Rehabil 2020; 101:130-140. [DOI: 10.1016/j.apmr.2019.07.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 06/25/2019] [Accepted: 07/20/2019] [Indexed: 11/15/2022]
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27
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Kashezhev AG, Sinkin MV, Kulikov AG, Levin OS. [Impact of rhythmic transcranial magnetic stimulation on the dynamics of motor and non-motor manifestations of Parkinson's disease]. VOPROSY KURORTOLOGII, FIZIOTERAPII, I LECHEBNOĬ FIZICHESKOĬ KULTURY 2019; 96:17-21. [PMID: 31880760 DOI: 10.17116/kurort20199606117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Parkinson's disease is a neurodegenerative disease manifested by a whole group of motor, cognitive, affective, and other disorders. Many of them cannot be controlled by modern pharmacotherapy in full measure. New treatments, including nondrug ones, are needed. OBJECTIVE To evaluate the impact of rhythmic transcranial magnetic stimulation on motor, cognitive, and affective disorders in Parkinson's disease. MATERIAL AND METHODS The investigation enrolled 55 patients with Stage III Parkinson's disease according to the Hoehn and Yahr scale. The patients were randomly divided into 2 groups: a study group (n=35) and a control one (n=20). The groups were matched for age, disease type and duration, and symptom severity. The basic therapy for Parkinson's disease included Levodopa in combination with dopamine receptor agonists and monoamine oxidase B inhibitors. All the patients in the study group underwent a cycle of therapeutic transcranial magnetic stimulation. Both patient groups underwent clinical and neurological examinations and tests using various scales. All the patients were followed up for 6 months. RESULTS The patients who had undergone a cycle of magnetic stimulation showed a significant improvement in motor functions. There was a decrease in the total MDS-UPDRS-III scores by an average of 6.4 (p<0.05) and that in the GABS scores by 5.9 (p<0.05). CONCLUSION Rhythmic transcranial magnetic stimulation can be considered as an additional treatment for Parkinson's disease. No significant side effects were noted during and after stimulation.
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Affiliation(s)
- A G Kashezhev
- Russian Medical Academy of Continuing Professional Education, Ministry of Health of Russia, Moscow, Russia
| | - M V Sinkin
- N.V. Sklifosovsky Research Institute of Emergency Medicine, Moscow Healthcare Department, Moscow, Russia
| | - A G Kulikov
- Russian Medical Academy of Continuing Professional Education, Ministry of Health of Russia, Moscow, Russia
| | - O S Levin
- Russian Medical Academy of Continuing Professional Education, Ministry of Health of Russia, Moscow, Russia
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28
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Delgado-Alvarado M, Marano M, Santurtún A, Urtiaga-Gallano A, Tordesillas-Gutierrez D, Infante J. Nonpharmacological, nonsurgical treatments for freezing of gait in Parkinson's disease: A systematic review. Mov Disord 2019; 35:204-214. [PMID: 31769904 DOI: 10.1002/mds.27913] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 09/20/2019] [Accepted: 09/27/2019] [Indexed: 01/12/2023] Open
Abstract
Freezing of gait is a disabling phenomenon that appears in a substantial number of Parkinson's disease (PD) patients as the disease evolves. It is considered to be one of the most relevant contributing factors to worsening of quality of life. Current pharmacological or surgical treatment options have limited efficacy. Thus, alternative nonpharmacological/nonsurgical approaches have emerged in recent years in an attempt to improve quality of life in PD. This systematic review summarizes studies of such therapies over the past 5 years. Thirty-five studies were evaluated by use of a qualitative evaluation, while the methodological quality was assessed using validated tools. According to our results, there appear to be two broad categories of nonpharmacological therapies: those that seek a long-lasting benefit and those that aim to achieve a transient effect to overcome the freezing of gait episode. Among the former, it is possible to differentiate between "passive" therapies, which include transcranial magnetic stimulation or transcranial direct current stimulation, and "active" therapies, which are based on different cognitive or physical training programs. Finally, "transient effect" therapies use different types of cues, such as visual, auditory, or proprioceptive stimuli, to attempt to shift the patient's habitual motor control to a goal-directed one. In conclusion, a broad spectrum of nonpharmacological/nonsurgical approaches for freezing of gait has emerged in recent years with promising results. © 2019 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Manuel Delgado-Alvarado
- Neurology Department, Sierrallana Hospital, Torrelavega, Spain.,Psychiatry Research Area, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.,Biomedical Research Networking Center for Mental Health (CIBERSAM), Madrid, Spain
| | - Massimo Marano
- Unit of Neurology, Neurophysiology and Neurobiology, Department of Medicine, University Campus Bio-Medico of Rome, Rome, Italy
| | - Ana Santurtún
- Unit of Legal Medicine, Department of Physiology and Pharmacology, University of Cantabria, Santander, Spain
| | | | - Diana Tordesillas-Gutierrez
- Biomedical Research Networking Center for Mental Health (CIBERSAM), Madrid, Spain.,Neuroimaging Unit, Technological Facilities, Valdecilla Biomedical Research Institute IDIVAL, Santander, Spain
| | - Jon Infante
- Neurology Service, University Hospital Marqués de Valdecilla-IDIVAL, University of Cantabria, Santander, Spain.,Centro de investigación en red de enfermedades neurodegenerativas (CIBERNED), Madrid, Spain
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29
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Bharti K, Suppa A, Tommasin S, Zampogna A, Pietracupa S, Berardelli A, Pantano P. Neuroimaging advances in Parkinson's disease with freezing of gait: A systematic review. Neuroimage Clin 2019; 24:102059. [PMID: 31795038 PMCID: PMC6864177 DOI: 10.1016/j.nicl.2019.102059] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Revised: 10/22/2019] [Accepted: 10/24/2019] [Indexed: 02/07/2023]
Abstract
Freezing of gait (FOG) is a paroxysmal gait disorder that often occurs at advanced stages of Parkinson's disease (PD). FOG consists of abrupt walking interruption and severe difficulty in locomotion with an increased risk of falling. Pathophysiological mechanisms underpinning FOG in PD are still unclear. However, advanced MRI and nuclear medicine studies have gained relevant insights into the pathophysiology of FOG in PD. Neuroimaging studies have demonstrated structural and functional abnormalities in a number of cortical and subcortical brain regions in PD patients with FOG. In this paper, we systematically review existing neuroimaging literature on the structural and functional brain changes described in PD patients with FOG, according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We evaluate previous studies using various MRI techniques to estimate grey matter loss and white matter degeneration. Moreover, we review functional brain changes by examining functional MRI and nuclear medicine imaging studies. The current review provides up-to-date knowledge in this field and summarizes the possible mechanisms responsible for FOG in PD.
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Affiliation(s)
- Komal Bharti
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy
| | - Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy; IRCCS Neuromed, Pozzilli (IS), Italy
| | - Silvia Tommasin
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy
| | - Alessandro Zampogna
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy
| | | | - Alfredo Berardelli
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy; IRCCS Neuromed, Pozzilli (IS), Italy
| | - Patrizia Pantano
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy; IRCCS Neuromed, Pozzilli (IS), Italy.
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30
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Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson's Disease: Addressing the Class Imbalance Problem. SENSORS 2019; 19:s19183898. [PMID: 31509999 PMCID: PMC6767263 DOI: 10.3390/s19183898] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 09/05/2019] [Accepted: 09/08/2019] [Indexed: 01/06/2023]
Abstract
Freezing of gait (FoG) is a common motor symptom in patients with Parkinson's disease (PD). FoG impairs gait initiation and walking and increases fall risk. Intelligent external cueing systems implementing FoG detection algorithms have been developed to help patients recover gait after freezing. However, predicting FoG before its occurrence enables preemptive cueing and may prevent FoG. Such prediction remains challenging given the relative infrequency of freezing compared to non-freezing events. In this study, we investigated the ability of individual and ensemble classifiers to predict FoG. We also studied the effect of the ADAptive SYNthetic (ADASYN) sampling algorithm and classification cost on classifier performance. Eighteen PD patients performed a series of daily walking tasks wearing accelerometers on their ankles, with nine experiencing FoG. The ensemble classifier formed by Support Vector Machines, K-Nearest Neighbors, and Multi-Layer Perceptron using bagging techniques demonstrated highest performance (F1 = 90.7) when synthetic FoG samples were added to the training set and class cost was set as twice that of normal gait. The model identified 97.4% of the events, with 66.7% being predicted. This study demonstrates our algorithm's potential for accurate prediction of gait events and the provision of preventive cueing in spite of limited event frequency.
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31
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Mei S, Li J, Middlebrooks EH, Almeida L, Hu W, Zhang Y, Ramirez-Zamora A, Chan P. New Onset On-Medication Freezing of Gait After STN-DBS in Parkinson's Disease. Front Neurol 2019; 10:659. [PMID: 31275238 PMCID: PMC6593871 DOI: 10.3389/fneur.2019.00659] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 06/05/2019] [Indexed: 12/18/2022] Open
Abstract
Freezing of gait (FoG) is commonly observed in advanced Parkinson's disease (PD) and it is associated with reduced mobility, recurrent falls, injuries, and loss of independence. This phenomenon typically occurs as the effect of dopaminergic medications wears off (“off” FoG) but on rare occasions, it can also be observed during peak medication effect (“on” FoG). In this report, we present the case of a 65-year-old female with a 13-year history of akinetic-rigid idiopathic PD who developed recurrent episodes of “on” FoG after bilateral subthalamic nucleus deep brain stimulation (STN-DBS). She underwent STN-DBS for management of motor fluctuations, which resulted in a marked improvement in her motor symptoms. Within the next 6 months and after several programming sessions, the patient reported “on” FoG occurring regularly 1 h after taking levodopa and lasting a few hours. Accordingly, a repeated levodopa challenge showed that FoG resolved with either levodopa administration or STN stimulation alone, but the combination of both therapies induced recurrence of FoG in our patient. Subsequent management was complex requiring adjustments in levodopa dose and formulation along with advanced DBS programming.
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Affiliation(s)
- Shanshan Mei
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Jiping Li
- Department of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Erik H Middlebrooks
- Department of Radiology, Mayo Clinic, Jacksonville, FL, United States.,Department of Neurologic Surgery, Mayo Clinic, Jacksonville, FL, United States
| | - Leonardo Almeida
- Department of Neurology, Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, United States
| | - Wei Hu
- Department of Neurology, Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, United States
| | - Yuqing Zhang
- Department of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Adolfo Ramirez-Zamora
- Department of Neurology, Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, United States
| | - Piu Chan
- Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China
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32
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Broeder S, Heremans E, Pinto Pereira M, Nackaerts E, Meesen R, Verheyden G, Nieuwboer A. Does transcranial direct current stimulation during writing alleviate upper limb freezing in people with Parkinson’s disease? A pilot study. Hum Mov Sci 2019; 65:S0167-9457(17)30936-3. [DOI: 10.1016/j.humov.2018.02.012] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Revised: 01/17/2018] [Accepted: 02/19/2018] [Indexed: 11/15/2022]
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33
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Takahashi M, Tabu H, Ozaki A, Hamano T, Takeshima T. Antidepressants for Depression, Apathy, and Gait Instability in Parkinson's Disease: A Multicenter Randomized Study. Intern Med 2019; 58:361-368. [PMID: 30146591 PMCID: PMC6395136 DOI: 10.2169/internalmedicine.1359-18] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Objective Depression, apathy, and gait instability are cardinal symptoms in patients with Parkinson's disease (PD). Selective serotonin reuptake inhibitors (SSRIs) and serotonin and norepinephrine reuptake inhibitors (SNRIs) are used for treating the psychiatric symptoms of PD. This is the first prospective randomized study to compare the efficacy of an SNRI (duloxetine) with SSRIs (paroxetine, escitalopram) in improving depressive symptoms and apathy (primary) and freezing of gait (FOG; secondary) in patients with PD. Methods In this prospective, multicenter, open-label, randomized study, Japanese PD patients with a Quick Inventory of Depressive Symptomatology-Japanese (QIDS-J) score ≥6 were randomly assigned to receive an SSRI (27 enrolled, 25 analyzed) or duloxetine (28 enrolled, 27 analyzed) and were assessed at 6 and 10 weeks. Results The mean change (SD) in the QIDS J [SSRI -2.4 (3.6), p=0.015; SNRI -2.3 (3.9), p=0.029] and FOG-Questionnaire [SSRI -2.9 (4.2), p=0.012; SNRI -3.4 (4.7), p=0.010] scores (from baseline) at 10 weeks was statistically significant, while the mean change in the Apathy Scale scores was not [SSRI -2.7 (5.4), p=0.054; SNRI -1.5 (3.7), p=0.109]. No significant differences were observed between the SSRI and SNRI groups. The treatments were well-tolerated; however, gastrointestinal events were more common with SSRIs. Two SNRI-treated patients reported an exacerbation of tremor. Conclusion SSRIs and SNRIs improve the depressive symptoms and FOG in PD patients with mild to severe depressive symptoms. However, their effectiveness in treating apathy remains to be elucidated.
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Affiliation(s)
| | - Hayato Tabu
- Department of Neurology, Kitano Hospital, Japan
| | - Akihiko Ozaki
- Department of Neurology, Osaka Saiseikai Nakatsu Hospital, Japan
| | - Toshiaki Hamano
- Department of Neurology, Kansai Electric Power Hospital, Japan
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Matar E, Shine JM, Gilat M, Ehgoetz Martens KA, Ward PB, Frank MJ, Moustafa AA, Naismith SL, Lewis SJG. Identifying the neural correlates of doorway freezing in Parkinson's disease. Hum Brain Mapp 2019; 40:2055-2064. [PMID: 30637883 DOI: 10.1002/hbm.24506] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 12/10/2018] [Accepted: 12/18/2018] [Indexed: 11/10/2022] Open
Abstract
Freezing of gait (FOG) in Parkinson's disease (PD) is frequently triggered upon passing through narrow spaces such as doorways. However, despite being common the neural mechanisms underlying this phenomenon are poorly understood. In our study, 19 patients who routinely experience FOG performed a previously validated virtual reality (VR) gait paradigm where they used foot-pedals to navigate a series of doorways. Patients underwent testing randomised between both their "ON" and "OFF" medication states. Task performance in conjunction with blood oxygenation level dependent (BOLD) signal changes between "ON" and "OFF" states were compared within each patient. Specifically, as they passed through a doorway in the VR environment patients demonstrated significantly longer "footstep" latencies in the OFF state compared to the ON state. As seen clinically in FOG this locomotive delay was primarily triggered by narrow doorways rather than wide doorways. Functional magnetic resonance imaging revealed that footstep prolongation on passing through doorways was associated with selective hypoactivation in the presupplementary motor area (pSMA) bilaterally. Task-based functional connectivity analyses revealed that increased latency in response to doorways was inversely correlated with the degree of functional connectivity between the pSMA and the subthalamic nucleus (STN) across both hemispheres. Furthermore, increased frequency of prolonged footstep latency was associated with increased connectivity between the bilateral STN. These findings suggest that the effect of environmental cues on triggering FOG reflects a degree of impaired processing within the pSMA and disrupted signalling between the pSMA and STN, thus implicating the "hyperdirect" pathway in the generation of this phenomenon.
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Affiliation(s)
- Elie Matar
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia.,Dementia and Movement Disorders Laboratory, Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - James M Shine
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Moran Gilat
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Kaylena A Ehgoetz Martens
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Philip B Ward
- Sydney & Schizophrenia Research Unit, South West Sydney Local Health District, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Michael J Frank
- Department of Cognitive, Linguistic and Psychological Sciences, Brown Institute for Brain Science, Brown University, Providence, Rhode Island
| | - Ahmed A Moustafa
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia.,School of Social Sciences and Psychology, Marcs Institute for Brain and Behaviour, University of Western Sydney, Sydney, New South Wales, Australia
| | - Sharon L Naismith
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
| | - Simon J G Lewis
- Parkinson's Disease Research Clinic, Brain and Mind Centre, The University of Sydney, Camperdown, New South Wales, Australia
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Sensory Electrical Stimulation Cueing May Reduce Freezing of Gait Episodes in Parkinson's Disease. JOURNAL OF HEALTHCARE ENGINEERING 2018; 2018:4684925. [PMID: 30154990 PMCID: PMC6092973 DOI: 10.1155/2018/4684925] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 05/25/2018] [Accepted: 06/26/2018] [Indexed: 11/18/2022]
Abstract
Introduction Freezing of gait (FoG) is a movement abnormality that presents with advancing Parkinson's disease (PD) and is one of the most debilitating symptoms of the disease. The mainstay of nonpharmacological management of FoG is typically through external cueing techniques designed to relieve or prevent the freezing episode. Previous work shows that electrical stimulation may prove useful as a gait guidance technique, but further evidence is required. The main objective of this study was to determine whether a “fixed” rhythmic sensory electrical stimulation (sES) cueing strategy would significantly (i) reduce the time taken to complete a walking task and (ii) reduce the number of FoG episodes occurring when performing the task. Methods 9 participants with idiopathic PD performed a self-identified walking task during both control (no cue) and cueing conditions. The self-identified walking task was a home-based daily walking activity, which was known to result in FoG for that person. A trained physiotherapist recorded the time taken to complete the walking task and the number of FoG episodes which occurred during the task. Data were analyzed by paired t-tests for both the time to complete a walking task and the number of FoG episodes occurring. Results sES cueing resulted in a reduction in the time taken to complete a walking task and in the number of FoG episodes occurring during performance of this task by 14.23 ± 11.15% (p=0.009) and 58.28 ± 33.89% (p=0.002), respectively. Conclusions This study shows a positive effect of “fixed” rhythmic sES on the time taken to complete a walking task and on the number of FoG episodes occurring during the task. Our results provide evidence that sES cueing delivered in a “fixed” rhythmic manner has the potential to be an effective cueing mechanism for FoG prevention.
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Li J, Yuan Y, Wang M, Zhang J, Zhang L, Jiang S, Wang X, Ding J, Zhang K. Decreased interhemispheric homotopic connectivity in Parkinson's disease patients with freezing of gait: A resting state fMRI study. Parkinsonism Relat Disord 2018; 52:30-36. [DOI: 10.1016/j.parkreldis.2018.03.015] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 02/18/2018] [Accepted: 03/14/2018] [Indexed: 11/28/2022]
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Debû B, De Oliveira Godeiro C, Lino JC, Moro E. Managing Gait, Balance, and Posture in Parkinson's Disease. Curr Neurol Neurosci Rep 2018; 18:23. [PMID: 29623455 DOI: 10.1007/s11910-018-0828-4] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
PURPOSE OF REVIEW Postural instability and gait difficulties inexorably worsen with Parkinson's disease (PD) progression and become treatment resistant, with a severe impact on autonomy and quality of life. We review the main characteristics of balance instability, gait disabilities, and static postural alterations in advanced PD, and the available treatment strategies. RECENT FINDINGS It remains very difficult to satisfactorily alleviate gait and postural disturbances in advanced PD. Medical and surgical interventions often fail to provide satisfactory or durable alleviation of these axial symptoms, that may actually call for differential treatments. Exercise and adapted physical activity programs can contribute to improving the patients' condition. Gait, balance, and postural disabilities are often lumped together under the Postural Instability and Gait Difficulties umbrella term. This may lead to sub-optimal patients' management as data suggest that postural, balance, and gait problems might depend on distinct underlying mechanisms. We advocate for a multidisciplinary approach from the day of diagnosis.
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Affiliation(s)
- Bettina Debû
- University Grenoble Alpes, Grenoble, France.
- INSERM U1216, Grenoble, France.
| | - Clecio De Oliveira Godeiro
- INSERM U1216, Grenoble, France
- Movement Disorders Unit, Division of Neurology, CHU Grenoble Alpes, Grenoble, France
- Division of Neurology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Jarbas Correa Lino
- INSERM U1216, Grenoble, France
- Movement Disorders Unit, Division of Neurology, CHU Grenoble Alpes, Grenoble, France
- Division of Neurology, CHU Amiens, Amiens, France
| | - Elena Moro
- University Grenoble Alpes, Grenoble, France
- INSERM U1216, Grenoble, France
- Movement Disorders Unit, Division of Neurology, CHU Grenoble Alpes, Grenoble, France
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Neuromodulatory procedures for gait disorders in Parkinson's disease. Acta Neurol Belg 2018; 118:13-19. [PMID: 29139079 DOI: 10.1007/s13760-017-0862-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 11/08/2017] [Indexed: 01/25/2023]
Abstract
The neurophysiology of gait is complex and involves numerous structures in the central nervous system. Gait disorders occur frequently in Parkinson's disease (PD), and their management may become cumbersome, especially in the more advanced stages. Neuromodulatory treatments, including deep brain stimulation, cortical stimulation and spinal cord stimulation, are reviewed with respect to their effectiveness to improve gait in PD patients. Although positive effects have been reported for all of these procedures, many issues remain in view of methodological heterogeneity, variability in outcome measures and sample size. Gait in PD remains a difficult issue with a tremendous impact on quality of life, for which future research is badly needed.
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Huang C, Chu H, Zhang Y, Wang X. Deep Brain Stimulation to Alleviate Freezing of Gait and Cognitive Dysfunction in Parkinson's Disease: Update on Current Research and Future Perspectives. Front Neurosci 2018; 12:29. [PMID: 29503606 PMCID: PMC5821065 DOI: 10.3389/fnins.2018.00029] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 01/15/2018] [Indexed: 01/10/2023] Open
Abstract
Freezing of gait (FOG) is a gait disorder featured by recurrent episodes of temporary gait halting and mainly found in advanced Parkinson's disease (PD). FOG has a severe impact on the quality of life of patients with PD. The pathogenesis of FOG is unclear and considered to be related to several brain areas and neural circuits. Its close connection with cognitive disorder has been proposed and some researchers explain the pathogenesis using the cognitive model theory. FOG occurs concurrently with cognitive disorder in some PD patients, who are poorly responsive to medication therapy. Deep brain stimulation (DBS) proves effective for FOG in PD patients. Cognitive impairment plays a role in the formation of FOG. Therefore, if DBS works by improving the cognitive function, both two challenging conditions can be ameliorated by DBS. We reviewed the clinical studies related to DBS for FOG in PD patients over the past decade. In spite of the varying stimulation parameters used in different studies, DBS of either subthalamic nucleus (STN) or pedunculopontine nucleus (PPN) alone or in combination can improve the symptoms of FOG. Moreover, the treatment efficacy can last for 1–2 years and DBS is generally safe. Although few studies have been conducted concerning the use of DBS for cognitive disorder in FOG patients, the existing studies seem to indicate that PPN is a potential therapeutic target to both FOG and cognitive disorder. However, most of the studies have a small sample size and involve sporadic cases, so it remains uncertain which nucleus is the optimal target of stimulation. Prospective clinical trials with a larger sample size are needed to systematically assess the efficacy of DBS for FOG and cognitive disorder.
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Affiliation(s)
- Chuyi Huang
- Department of Neurology, Shanghai TongRen Hospital, School of Medicine Shanghai, Jiao Tong University, Shanghai, China
| | - Heling Chu
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yan Zhang
- Department of Neurology, Shanghai TongRen Hospital, School of Medicine Shanghai, Jiao Tong University, Shanghai, China
| | - Xiaoping Wang
- Department of Neurology, Shanghai TongRen Hospital, School of Medicine Shanghai, Jiao Tong University, Shanghai, China
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The effectiveness of istradefylline for the treatment of gait deficits and sleepiness in patients with Parkinson’s disease. Neurosci Lett 2018; 662:158-161. [DOI: 10.1016/j.neulet.2017.10.018] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 09/21/2017] [Accepted: 10/11/2017] [Indexed: 11/21/2022]
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Abstract
Parkinson disease (PD) is a complex, multisystem disorder with both neurologic and systemic nonmotor manifestations. It is neurodegenerative in nature in which disordered balance, gait, and falls are universal problems that can be present at initial diagnosis, and which progress over time. Freezing of gait is a particularly debilitating feature of PD that becomes more prevalent over time with disease progression, being present in approximately 7% after 2 years of disease and 28% after 5 years. Approximately 60% of people with PD fall each year, with around 70% of fallers falling recurrently, and some recurrent fallers falling multiple times per week. Many risk factors for falls in people with PD have been identified; these include a history of falls, freezing of gait, and abnormalities in measures of balance, leg muscle strength, mobility, cognition, and fear of falling. Therapies for improving physical function and mobility include levodopa, cholinesterase inhibitors, methylphenidate, deep-brain stimulation, cuing for freezing of gait, and exercise. This chapter reviews the clinical, pathologic, and physiologic correlates of gait disturbance and falls in PD, as well as the evidence for medical and nonmedical interventions.
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Affiliation(s)
- Samuel D Kim
- Movement Disorders Unit, Department of Neurology, Westmead Hospital and Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Natalie E Allen
- Discipline of Physiotherapy, Faculty of Health Sciences, University of Sydney, Sydney, NSW, Australia
| | - Colleen G Canning
- Discipline of Physiotherapy, Faculty of Health Sciences, University of Sydney, Sydney, NSW, Australia
| | - Victor S C Fung
- Movement Disorders Unit, Department of Neurology, Westmead Hospital and Sydney Medical School, University of Sydney, Sydney, NSW, Australia.
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Iijima M, Mitoma H, Uchiyama S, Kitagawa K. Long-term Monitoring Gait Analysis Using a Wearable Device in Daily Lives of Patients with Parkinson's Disease: The Efficacy of Selegiline Hydrochloride for Gait Disturbance. Front Neurol 2017; 8:542. [PMID: 29114238 PMCID: PMC5660685 DOI: 10.3389/fneur.2017.00542] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2017] [Accepted: 09/27/2017] [Indexed: 11/17/2022] Open
Abstract
Objective The aim of this study was to assess quantitatively the gait disorders in the daily lives of patients with Parkinson’s disease (PD) using with a newly developed portable gait rhythmogram (PGR), which has a trunk-mounted acceleration sensor and automatic gait-detection algorithm. Methods Using the PGR, we recorded the daily walking profiles of 14 PD patients before and after the addition or increase in dose of an MAO-B inhibitor (selegiline, average dose: 4.0 mg/day) as part of their medicine regimen, and evaluated their gait using the unified Parkinson’s disease rating scale (UPDRS) and scores from a freezing of gait (FOG) questionnaire. Results Before treatment with selegiline, the overall movements per 24 h was decreased below 0.41 m/s2 (mean − 1.5 SD) in eight patients. The mean gait acceleration was decreased below 1.94 m/s2 (mean − 2 SD) in 10 patients. The slope of the linear regression line was increased to 1.6 (mean + 1.5 SD) in eight patients. The cadence was increased to 124 steps/min (mean + 1.5 SD) in four patients. Based on continuous PGR recordings in the daily lives of the patients for 24 h, the addition or increase in dose of selegiline increased the amplitudes of gait accelerations in 4 of 10 patients (40.0%), widened the range of gait accelerations in 5 of 8 patients (62.5%), diminished the cadence in 4 of 4 patients (100%), and diminished the fluctuations in gait throughout the day in 12 of 14 patients (85.7%). The UPDRS III and FOG scores significantly improved after the addition or increase in dose of selegiline (p < 0.005, p < 0.01, respectively). However, changes in gait-related scores of UPDRS were not detected in six patients. Conclusion Improvements in the gait fluctuations of PD patients after the addition or increase in dose of selegiline were detected using the PGR in the daily lives of the patients for 24 h. The PGR had a higher sensitivity for detecting the improvements than UPDRS scores.
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Affiliation(s)
- Mutsumi Iijima
- Department of Neurology, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Hiroshi Mitoma
- Tokyo Medical University, Medical Education Promotion Center, Tokyo, Japan
| | - Shinichiro Uchiyama
- Department of Neurology, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
| | - Kazuo Kitagawa
- Department of Neurology, Tokyo Women's Medical University School of Medicine, Tokyo, Japan
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Nemanich ST, McNeely ME, Earhart GM, Norris SA, Black KJ. A Case of Apparent Upper-Body Freezing in Parkinsonism while Using a Wheelchair. Front Neurol 2017; 8:205. [PMID: 28555128 PMCID: PMC5431276 DOI: 10.3389/fneur.2017.00205] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Accepted: 04/27/2017] [Indexed: 11/30/2022] Open
Abstract
Freezing of gait (FOG) is a common, disabling gait disturbance in Parkinson’s disease (PD) and other Parkinsonian syndromes. Freezing also occurs during non-gait movements involving the upper limbs. The mechanisms underlying freezing are complex, likely involving motor, cognitive, and sensory systems that contribute to the episodes. Here, we reported a 60-year-old female with a 24-year history of parkinsonism who experienced significant FOG when ambulatory. Disease progression resulted in her permanent use of a powered wheelchair. While using the power chair, the patient experiences apparent paroxysmal freezing in the hand and arm used to steer and propel the chair. These episodes, some lasting up to several minutes, occur only in circumstances (e.g., entering and leaving an elevator) that are similar to environments known to elicit and exacerbate FOG. Episodes are transient and can be volitionally interrupted by the patient but sometimes require external assistance. Therapeutic intervention for this type of potential freezing has yet to be determined. This case may provide insight into the complex nature of freezing behavior and suggests a need for new approaches to treating non-traditional freezing behavior.
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Affiliation(s)
- Samuel T Nemanich
- Program in Physical Therapy, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Marie E McNeely
- Program in Physical Therapy, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Gammon M Earhart
- Program in Physical Therapy, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.,Department of Neurology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.,Department of Neuroscience, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Scott A Norris
- Department of Neurology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
| | - Kevin J Black
- Department of Neurology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.,Department of Neuroscience, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.,Department of Radiology, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.,Department of Psychiatry, Washington University School of Medicine in St. Louis, St. Louis, MO, USA
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Quantitative Analysis of Motor Status in Parkinson's Disease Using Wearable Devices: From Methodological Considerations to Problems in Clinical Applications. PARKINSONS DISEASE 2017; 2017:6139716. [PMID: 28607801 PMCID: PMC5451764 DOI: 10.1155/2017/6139716] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 03/23/2017] [Accepted: 04/27/2017] [Indexed: 11/17/2022]
Abstract
Long-term and objective monitoring is necessary for full assessment of the condition of patients with Parkinson's disease (PD). Recent advances in biotechnology have seen the development of various types of wearable (body-worn) sensor systems. By using accelerometers and gyroscopes, these devices can quantify motor abnormalities, including decreased activity and gait disturbances, as well as nonmotor signs, such as sleep disturbances and autonomic dysfunctions in PD. This review discusses methodological problems inherent in wearable devices. Until now, analysis of the mean values of motion-induced signals on a particular day has been widely applied in the clinical management of PD patients. On the other hand, the reliability of these devices to detect various events, such as freezing of gait and dyskinesia, has been less than satisfactory. Quantification of disease-specific changes rather than nonspecific changes is necessary.
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The role of the prefrontal cortex in freezing of gait in Parkinson’s disease: insights from a deep repetitive transcranial magnetic stimulation exploratory study. Exp Brain Res 2017; 235:2463-2472. [DOI: 10.1007/s00221-017-4981-9] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 05/08/2017] [Indexed: 02/07/2023]
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46
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Medical Management of Parkinson's Disease after Initiation of Deep Brain Stimulation. Can J Neurol Sci 2017; 43:626-34. [PMID: 27670207 DOI: 10.1017/cjn.2016.274] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In this review, we have gathered all the available evidence to guide medication management after deep brain stimulation (DBS) in Parkinson's disease (PD). Surprisingly, we found that almost no study addressed drug-based management in the postoperative period. Dopaminergic medications are usually reduced, but whether the levodopa or dopamine agonist is to be reduced is left to the personal preference of the treating physician. We have summarized the pros and cons of both approaches. No study on the management of cognitive problems after DBS has been done, and only a few studies have explored the pharmacological management of such DBS-resistant symptoms as voice (amantadine), balance (donepezil) or gait disorders (amantadine, methylphenidate). As for the psychiatric problems so frequently reported in PD patients, researchers have directed their attention to the complex interplay between stimulation and reduction of dopaminergic drugs only recently. In conclusion, studies addressing medical management following DBS are still needed and will certainly contribute to the ultimate success of DBS procedures.
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Zhang LL, Canning SD, Wang XP. Freezing of Gait in Parkinsonism and its Potential Drug Treatment. Curr Neuropharmacol 2016; 14:302-6. [PMID: 26635194 PMCID: PMC4876585 DOI: 10.2174/1570159x14666151201190040] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Revised: 07/16/2015] [Accepted: 10/09/2015] [Indexed: 11/22/2022] Open
Abstract
Freezing of gait (FOG) is a heterogeneous symptom. Studies of treatment for FOG are scarce. Levodopa and monoamine oxidase inhibitors (rasagiline and selegiline) have shown effective improvement for FOG. Other drugs, such as L-threo-3, 4-dihydroxyphenylserine, amantadine, and botulinum toxin have exhibited some beneficial effects. The present review summarizes the potential drug treatment for FOG in Parkinsonism.
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Affiliation(s)
| | | | - Xiao-Ping Wang
- Department of Neurology, Shanghai First People's Hospital, Shanghai Jiao-Tong University, China. 200080.
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48
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Cucca A, Biagioni MC, Fleisher JE, Agarwal S, Son A, Kumar P, Brys M, Di Rocco A. Freezing of gait in Parkinson's disease: from pathophysiology to emerging therapies. Neurodegener Dis Manag 2016; 6:431-46. [PMID: 27599588 DOI: 10.2217/nmt-2016-0018] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Freezing of gait (FOG) is 'an episodic inability to generate effective stepping in the absence of any known cause other than parkinsonism or high level gait disorders'. FOG is one of the most disabling symptoms in Parkinson's disease, especially in its more advanced stages. Early recognition is important as FOG is related to higher fall risk and poorer prognosis. Although specific treatments are still elusive, there have been recent advances in the development of new therapeutic approaches. The aim of this review is to present the latest knowledge regarding the phenomenology, pathogenesis, diagnostic assessment and conventional treatment of FOG in Parkinson's disease. A review of the evidence supporting noninvasive brain stimulation will follow to highlight the potential of these strategies.
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Affiliation(s)
- Alberto Cucca
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA.,Department of Medicine, Surgery & Health Sciences, University of Trieste, Clinica Neurologica, Trieste, Italy
| | - Milton C Biagioni
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
| | - Jori E Fleisher
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
| | - Shashank Agarwal
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
| | - Andre Son
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
| | - Pawan Kumar
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
| | - Miroslaw Brys
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
| | - Alessandro Di Rocco
- Department of Neurology, The Marlene & Paolo Fresco Institute for Parkinson's & Movement Disorders, New York University School of Medicine, New York, NY 10016, USA
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Zhang H, Yin X, Ouyang Z, Chen J, Zhou S, Zhang C, Pan X, Wang S, Yang J, Feng Y, Yu P, Zhang Q. A prospective study of freezing of gait with early Parkinson disease in Chinese patients. Medicine (Baltimore) 2016; 95:e4056. [PMID: 27368041 PMCID: PMC4937955 DOI: 10.1097/md.0000000000004056] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
This study investigated the risk factors for freezing of gait (FOG) in the early stage of Parkinson disease in China, using a sample of 248 patients who were followed for 3 years. Part III of the Unified Parkinson Disease Rating Scale and the modified Hoehn-Yahr grading scale were used to evaluate the severity of motor symptoms. Nonmotor symptoms were assessed using the Hamilton Anxiety Rating Scale, Hamilton Depression Rating Scale (HAMD), and Non-Motor Symptoms Scale (NMSS). The end-point was the presence of FOG at the end of follow-up; patients with FOG were classified as freezers. The risk factors for FOG were analyzed at the end of the first, second, and third years after baseline. There were 40 freezers (16.13%) 1 year later, 98 (39.52%) 2 years later, and 128 (51.61%) 3 years later. FOG 3 years later was associated with the following variables: depression (P = 0.003), older age, living in the countryside, lower education, akinetic-rigid style, lower limbs as site of onset, early use of levodopa, higher daily dose of levodopa, and not using amantadine or selegiline and dopamine receptor agonists (P < 0.001). Early use of amantadine, selegiline, and dopamine receptor agonists was negatively related to FOG (P < 0.001). Binary logistic regression found that FOG was associated with lower education (odds ratio [OR] = 0.012, P < 0.001), akinetic-rigid style (OR = 4.881, P = 0.024), not using dopamine receptor agonists (OR = 4.324, P = 0.035), cognitive disturbances (OR = 0.331, P = 0.007), and sleep disorders (OR = 2.418, P = 0.036). However, the cardiovascular domain of the NMSS (OR = 2.729, P = 0.001) was the only risk factor for FOG 1 year later. Two years later, FOG was associated with mixed style (OR = 0.189, P = 0.005), lower limbs as site of onset (OR = 4.772, P = 0.008), not using dopamine receptor agonists (OR = 0.031, P < 0.001), and the anxiety/somatic domain of the HAMD (OR = 0.596, P = 0.033). Scores at baseline, patients with Parkinson disease were more likely to experience FOG if: they were older, or from the countryside; had an akinetic-rigid style, anxiety, or higher NMSS scores; they used levodopa early or did not use amantadine or selegiline; their lower limbs were the site of onset; or they had more severe motor disability or higher HAMD scores at baseline.
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Affiliation(s)
| | - Xifan Yin
- Department of Psychiatry, Third People's Hospital of Huzhou
- Correspondence: Xifan Yin, Third People's Hospital of Huzhou, Huzhou, Zhejiang Province, China (e-mail: )
| | - Zhiyuan Ouyang
- Department of Neurology, Second Affiliated Hospital, School of Medicine, Zhejiang University, Zhejiang Province, China
| | | | | | | | - Xin Pan
- Department of Psychiatry, Third People's Hospital of Huzhou
| | - Shiliang Wang
- Department of Psychiatry, Third People's Hospital of Huzhou
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50
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Wang M, Jiang S, Yuan Y, Zhang L, Ding J, Wang J, Zhang J, Zhang K, Wang J. Alterations of functional and structural connectivity of freezing of gait in Parkinson’s disease. J Neurol 2016; 263:1583-92. [DOI: 10.1007/s00415-016-8174-4] [Citation(s) in RCA: 93] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 05/15/2016] [Accepted: 05/17/2016] [Indexed: 11/24/2022]
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