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Shan J, Li Z, Ji M, Zhang M, Zhang C, Zhu Y, Feng Z. Transcutaneous vagus nerve stimulation for Parkinson's disease: a systematic review and meta-analysis. Front Aging Neurosci 2025; 16:1498176. [PMID: 39877075 PMCID: PMC11772336 DOI: 10.3389/fnagi.2024.1498176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 12/27/2024] [Indexed: 01/31/2025] Open
Abstract
Background Transcutaneous vagus nerve stimulation (tVNS) has emerged as a novel noninvasive adjunct therapy for advanced Parkinson's disease (PD), yet no quantitative analysis had been conducted to assess its therapeutic effect. Objectives This review aimed to investigate the efficacy of tVNS on motor function, other potential clinical targets and its safety in various treatment conditions. Methods We searched six databases for randomized controlled trials (RCTs) that involved treating PD patients with tVNS. Primary outcome was motor functions, including severity of motor signs, functional mobility and balance, and gait parameters. Secondary outcomes were cognition, emotion, sleep related impairments, patient reported non-motor outcomes, and any adverse events. All outcomes were classified and analyzed according to the treatment duration and medication condition of an included study. Risk of bias was evaluated by referencing Cochrane risk of bias tool 1.0. Data was analyzed by Revman 5.4. Results 6 RCTs with 176 PD patient were included. Several motor functions and non-motor functions measured during on-medication condition (severity of motor signs -0.48 [95% CI -0.93, -0.04], gait -0.48 [95% CI -0.85, -0.1], patients reported non-motor outcomes -0.4 [95% CI -0.78, -0.03]), improved significantly. However, verbal fluency, sleep-related impairment, and fatigue were negatively impacted by tVNS during on-medication condition. No distinct adverse events were reported. Conclusion tVNS is a relatively safe adjunct treatment for PD. It has small to moderate therapeutic effects on motor functions and may negatively impact on a few other outcomes. Quality level of the evidence is low and further research is warranted. Systematic review registration https://www.crd.york.ac.uk/prospero/#recordDetails, identifier CRD42024503322 (PROSPERO).
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Affiliation(s)
- Jiatong Shan
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Centre for Healthy Longevity, @AgeSingapore, National University Health System, Singapore, Singapore
- New York University Shanghai, Shanghai, China
| | - Zehong Li
- Nanchang University Queen Mary School, Nanchang, Jiangxi, China
| | - Minxiu Ji
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Miao Zhang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Caidi Zhang
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yikang Zhu
- Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhen Feng
- Affiliated Rehabilitation Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
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Harada Y, Iwabe T, Ota K, Hamada S, Moriwaka F. Effects of Smile Training on Gait Disturbance in Parkinson's Disease Patient with Neuropsychiatric Symptoms: A Single Case Design. Phys Ther Res 2024; 27:173-179. [PMID: 39866393 PMCID: PMC11756565 DOI: 10.1298/ptr.e10290] [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: 03/18/2024] [Accepted: 07/09/2024] [Indexed: 01/28/2025]
Abstract
OBJECTIVE To verify the efficacy of smile training in improving gait disturbances in patients with Parkinson's disease (PD) exhibiting neuropsychiatric symptoms. METHODS A single-case BAB design with three intervention periods (B1, A1, and B2) was used. During periods B1 and B2, 10 min of smile training (facial muscles training and positive thinking training) was performed before the usual exercise therapy. During the A1 period, the participant received only the usual exercise therapy. During the intervention period, the Timed Up and Go test (TUG) was performed daily in both directions. Tau-U was calculated to determine the effect size of the TUG test time and the number of steps taken during each period. Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) Part III, Hospital Anxiety and Depression Scale (HADS), 10-meter walk at maximum speed, Berg Balance Scale, and Characterizing Freezing of Gait Questionnaire (C-FOGQ) were administered on the day before the start of the intervention and the last day of each period. RESULTS Comparisons of A1 to B2, TUG time, and the number of steps taken on both turns revealed large reductions (Tau-U ≥0.74, p <0.01). The 10-meter walk speed and MDS-UPDRS Part III bradykinesia scores improved, whereas the frequency of gait freezing on the C-FOGQ remained unchanged. The HADS scores did not show significant changes; however, the participant made more positive statements in his reflections. CONCLUSION Smile training may be an effective intervention for improving gait and other motor symptoms in patients with PD.
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Affiliation(s)
- Yumeka Harada
- Department of Rehabilitation, Hokkaido Neurological Hospital, Japan
| | - Tatsuya Iwabe
- Department of Physical Therapy School of Rehabilitation Sciences, Health Sciences University of Hokkaido, Japan
| | - Keisuke Ota
- Department of Rehabilitation, Hokkaido Neurological Hospital, Japan
| | - Shinsuke Hamada
- Department of Neurology, Hokkaido Neurological Hospital, Japan
| | - Fumio Moriwaka
- Department of Neurology, Hokkaido Neurological Hospital, Japan
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Zhang X, Jin Y, Wang M, Ji C, Chen Z, Fan W, Rainer TH, Guan Q, Li Q. The impact of anxiety on gait impairments in Parkinson's disease: insights from sensor-based gait analysis. J Neuroeng Rehabil 2024; 21:68. [PMID: 38689288 PMCID: PMC11059709 DOI: 10.1186/s12984-024-01364-3] [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: 07/12/2023] [Accepted: 04/22/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Sensor-based gait analysis provides a robust quantitative tool for assessing gait impairments and their associated factors in Parkinson's disease (PD). Anxiety is observed to interfere with gait clinically, but this has been poorly investigated. Our purpose is to utilize gait analysis to uncover the effect of anxiety on gait in patients with PD. METHODS We enrolled 38 and 106 PD patients with and without anxiety, respectively. Gait parameters were quantitively examined and compared between two groups both in single-task (ST) and dual-task (DT) walking tests. Multiple linear regression was applied to evaluate whether anxiety independently contributed to gait impairments. RESULTS During ST, PD patients with anxiety presented significantly shorter stride length, lower gait velocity, longer stride time and stance time, longer stance phase, smaller toe-off (TO) and heel-strike (HS) angles than those without anxiety. While under DT status, the differences were diminished. Multiple linear regression analysis demonstrated that anxiety was an independent factor to a serials of gait parameters, particularly ST-TO (B = -2.599, (-4.82, -0.38)), ST-HS (B = -2.532, (-4.71, -0.35)), ST-TO-CV (B = 4.627, (1.71, 7.64)), ST-HS-CV(B = 4.597, (1.66, 7.53)), ST stance phase (B = 1.4, (0.22, 2.58)), and DT stance phase (B = 1.749, (0.56, 2.94)). CONCLUSION Our study discovered that anxiety has a significant impact on gait impairments in PD patients, especially exacerbating shuffling steps and prolonging stance phase. These findings highlight the importance of addressing anxiety in PD precision therapy to achieve better treatment outcomes.
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Affiliation(s)
- Xiaodan Zhang
- Department of Neurology, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China
- Department of Emergency Medicine, University of Hong Kong, Hong Kong SAR, China
| | - Yulan Jin
- Department of Clinical Laboratory, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China
| | - Mateng Wang
- Department of General Surgery, Yinzhou NO.2 Hospital, Ningbo, Zhejiang Province, China
| | - Chengcheng Ji
- School of Medicine, Shaoxing University, Shaoxing, Zhejiang Province, China
| | - Zhaoying Chen
- Department of Neurology, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China
| | - Weinv Fan
- Department of Neurology, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China
| | | | - Qiongfeng Guan
- Department of Neurology, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China.
| | - Qianyun Li
- Department of Neurology, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China.
- Department of Emergency Medicine, University of Hong Kong, Hong Kong SAR, China.
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Song W, Zhang Z, Lv B, Li J, Chen H, Zhang S, Zu J, Dong L, Xu C, Zhou M, Zhang T, Xu R, Zhu J, Shen T, Zhou S, Cui C, Huang S, Wang X, Nie Y, Aftab K, Xiao Q, Zhang X, Cui G, Zhang W. High-frequency rTMS over bilateral primary motor cortex improves freezing of gait and emotion regulation in patients with Parkinson's disease: a randomized controlled trial. Front Aging Neurosci 2024; 16:1354455. [PMID: 38327498 PMCID: PMC10847258 DOI: 10.3389/fnagi.2024.1354455] [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: 12/12/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024] Open
Abstract
Background Freezing of gait (FOG) is a common and disabling phenomenon in patients with Parkinson's disease (PD), but effective treatment approach remains inconclusive. Dysfunctional emotional factors play a key role in FOG. Since primary motor cortex (M1) connects with prefrontal areas via the frontal longitudinal system, where are responsible for emotional regulation, we hypothesized M1 may be a potential neuromodulation target for FOG therapy. The purpose of this study is to explore whether high-frequency rTMS over bilateral M1 could relieve FOG and emotional dysregulation in patients with PD. Methods This study is a single-center, randomized double-blind clinical trial. Forty-eight patients with PD and FOG from the Affiliated Hospital of Xuzhou Medical University were randomly assigned to receive 10 sessions of either active (N = 24) or sham (N = 24) 10 Hz rTMS over the bilateral M1. Patients were evaluated at baseline (T0), after the last session of treatment (T1) and 30 days after the last session (T2). The primary outcomes were Freezing of Gait Questionnaire (FOGQ) scores, with Timed Up and Go Test (TUG) time, Standing-Start 180° Turn (SS-180) time, SS-180 steps, United Parkinson Disease Rating Scales (UPDRS) III, Hamilton Depression scale (HAMD)-24 and Hamilton Anxiety scale (HAMA)-14 as secondary outcomes. Results Two patients in each group dropped out at T2 and no serious adverse events were reported by any subject. Two-way repeated ANOVAs revealed significant group × time interactions in FOGQ, TUG, SS-180 turn time, SS-180 turning steps, UPDRS III, HAMD-24 and HAMA-14. Post-hoc analyses showed that compared to T0, the active group exhibited remarkable improvements in FOGQ, TUG, SS-180 turn time, SS-180 turning steps, UPDRS III, HAMD-24 and HAMA-14 at T1 and T2. No significant improvement was found in the sham group. The Spearman correlation analysis revealed a significantly positive association between the changes in HAMD-24 and HAMA-14 scores and FOGQ scores at T1. Conclusion High-frequency rTMS over bilateral M1 can improve FOG and reduce depression and anxiety in patients with PD.
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Affiliation(s)
- Wenjing Song
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
| | - Zixuan Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Bingchen Lv
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jinyu Li
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Hao Chen
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Shenyang Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jie Zu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Liguo Dong
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Chuanying Xu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Manli Zhou
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Tao Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Ran Xu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Jienan Zhu
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Tong Shen
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Su Zhou
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Chenchen Cui
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Shuming Huang
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xi Wang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Yujing Nie
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Kainat Aftab
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Qihua Xiao
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Xueling Zhang
- Department of Neurology, The Affiliated Suqian Hospital of Xuzhou Medical University, Suqian, Jiangsu, China
| | - Guiyun Cui
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, Suining County People’s Hospital, Xuzhou, Jiangsu, China
| | - Wei Zhang
- Department of Neurology, The Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, The First Clinical College, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Department of Neurology, Suining County People’s Hospital, Xuzhou, Jiangsu, China
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Al Jaja A, Sue T, Prenger M, Seergobin KN, Grahn JA, MacDonald PA. Alprazolam Reduces Freezing of Gait (FOG) and Improves FOG-Related Gait Deficiencies. PARKINSON'S DISEASE 2024; 2024:3447009. [PMID: 38235044 PMCID: PMC10791478 DOI: 10.1155/2024/3447009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/07/2023] [Accepted: 12/06/2023] [Indexed: 01/19/2024]
Abstract
Background Freezing of gait (FOG) is an intractable motor symptom in Parkinson's disease (PD) that increases fall risk and impairs the quality of life. FOG has been associated with anxiety, with experimental support for the notion that anxiety itself provokes FOG. We investigated the effect of acute anxiety reduction via alprazolam on FOG in PD. Methods In ten patients with PD, FOG, and normal cognition, we administered 0.25 mg alprazolam in one session and placebo in another, in counterbalanced order. At each session, on separate days, patients walked on a pressure-sensitive walkway. Using Oculus Rift virtual-reality goggles, patients walked along a plank that appeared to be (a) level with the floor, in the low-anxiety condition or (b) raised high above the ground, in the high-anxiety conditions. In this way, we assessed the impacts of anxiety and alprazolam (i.e., anxiety reduction) on FOG frequency and other gait parameters. Results FOG events appeared only in the high-anxiety conditions. Alprazolam significantly reduced subjective and objective measures of anxiety, as well as the prevalence of FOG (p = 0.05). Furthermore, alprazolam improved swing time (p < 0.05) and gait variability in all conditions, particularly during the elevated plank trials. Interpretation. Our results suggest that (1) anxiety induces FOG, and (2) alprazolam concomitantly reduces anxiety and FOG. Alprazolam further improved gait stability (i.e., swing time and gait variability). These findings reveal that anxiety triggers FOG in PD. Treating anxiety can reduce FOG and improve gait stability, potentially offering new therapeutic avenues for this intractable and disabling symptom in PD.
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Affiliation(s)
- Abdullah Al Jaja
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Neuroscience, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Téa Sue
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Margaret Prenger
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Neuroscience, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- BrainsCAN, Western University, London, ON, Canada
| | - Ken N. Seergobin
- The Brain and Mind Institute, Western University, London, ON, Canada
| | - Jessica A. Grahn
- The Brain and Mind Institute, Western University, London, ON, Canada
- BrainsCAN, Western University, London, ON, Canada
- Department of Psychology, Western University, London, ON, Canada
| | - Penny A. MacDonald
- The Brain and Mind Institute, Western University, London, ON, Canada
- Department of Neuroscience, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
- BrainsCAN, Western University, London, ON, Canada
- Department of Clinical Neurological Sciences, Western University, London, ON, Canada
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Alenikova OA, Dymkovskaya MN. [Features of visual, cognitive and neuroimaging changes in Parkinson's disease patients with freezing of gait]. Zh Nevrol Psikhiatr Im S S Korsakova 2023; 123:59-66. [PMID: 36719120 DOI: 10.17116/jnevro202312301159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
OBJECTIVE To determine visual and cognitive impairments in relation to MRI changes in patients with freezing of Gait (FOG) in Parkinson's disease (PD). MATERIAL AND METHODS We examined 78 patients with PD without dementia, who were divided into groups according to the presence (FOG«+» group) or absence (FOG«-» group) of «freezing» episodes. RESULTS A decrease in contrast sensitivity (CS) and retinal photosensitivity was determined in all subjects with PD, but in patients with FOG, the decrease in CS was more pronounced. There was a significant decrease in the volume of the cuneus, lingual gyrus, posterior cingulate gyrus, superior parietal lobe and middle frontal gyrus in the FOG«+» group. It was revealed that patients with FOG had cognitive impairments of both the frontal and posterior cortical subtypes, while in the FOG«-» group, only visuospatial deficit prevailed. A direct correlation was determined between the severity of FOG and part I of the UPDRS scale, between a decrease in CS and cortical areas related to the dorsal and ventral visual information processing systems. The presence of a negative relationship between the scores of the FOG-Q, Timed Up and Go test and the volume of cortical areas of the frontal lobe responsible for planning and programming of movements indicates their role in the development of FOG in PD. CONCLUSION Thus, visual impairments associated with PD, along with a heterogeneous profile of cognitive impairment, make a significant contribution to the development of FOG.
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Affiliation(s)
- O A Alenikova
- Republican Scientific and Practical Center of Neurology and Neurosurgery, Minsk, Republic of Belarus
| | - M N Dymkovskaya
- Republican Scientific and Practical Center of Neurology and Neurosurgery, Minsk, Republic of Belarus
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7
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Cui CK, Lewis SJG. Future Therapeutic Strategies for Freezing of Gait in Parkinson's Disease. Front Hum Neurosci 2021; 15:741918. [PMID: 34795568 PMCID: PMC8592896 DOI: 10.3389/fnhum.2021.741918] [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: 07/15/2021] [Accepted: 10/05/2021] [Indexed: 12/28/2022] Open
Abstract
Freezing of gait (FOG) is a common and challenging clinical symptom in Parkinson’s disease. In this review, we summarise the recent insights into freezing of gait and highlight the strategies that should be considered to improve future treatment. There is a need to develop individualised and on-demand therapies, through improved detection and wearable technologies. Whilst there already exist a number of pharmacological (e.g., dopaminergic and beyond dopamine), non-pharmacological (physiotherapy and cueing, cognitive training, and non-invasive brain stimulation) and surgical approaches to freezing (i.e., dual-site deep brain stimulation, closed-loop programming), an integrated collaborative approach to future research in this complex area will be necessary to systematically investigate new therapeutic avenues. A review of the literature suggests standardising how gait freezing is measured, enriching patient cohorts for preventative studies, and harnessing the power of existing data, could help lead to more effective treatments for freezing of gait and offer relief to many patients.
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Affiliation(s)
- Cathy K Cui
- ForeFront Parkinson's Disease Research Clinic, Brain and Mind Centre, School of Medical Sciences, The University of Sydney, Camperdown, NSW, Australia
| | - Simon J G Lewis
- ForeFront Parkinson's Disease Research Clinic, Brain and Mind Centre, School of Medical Sciences, The University of Sydney, Camperdown, NSW, Australia
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Goh L, Allen NE, Ahmadpour N, Ehgoetz Martens KA, Song J, Clemson L, Lewis SJG, MacDougall HG, Canning CG. A Video Self-Modeling Intervention Using Virtual Reality Plus Physical Practice for Freezing of Gait in Parkinson Disease: Feasibility and Acceptability Study. JMIR Form Res 2021; 5:e28315. [PMID: 34730537 PMCID: PMC8600439 DOI: 10.2196/28315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 04/05/2021] [Accepted: 09/18/2021] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Despite optimal medical and surgical intervention, freezing of gait commonly occurs in people with Parkinson disease. Action observation via video self-modeling, combined with physical practice, has potential as a noninvasive intervention to reduce freezing of gait. OBJECTIVE The aim of this study is to determine the feasibility and acceptability of a home-based, personalized video self-modeling intervention delivered via a virtual reality head-mounted display (HMD) to reduce freezing of gait in people with Parkinson disease. The secondary aim is to investigate the potential effect of this intervention on freezing of gait, mobility, and anxiety. METHODS The study was a single-group pre-post mixed methods pilot trial for which 10 participants with Parkinson disease and freezing of gait were recruited. A physiotherapist assessed the participants in their homes to identify person-specific triggers of freezing and developed individualized movement strategies to overcome freezing of gait. 180° videos of the participants successfully performing their movement strategies were created. Participants watched their videos using a virtual reality HMD, followed by physical practice of their strategies in their own homes over a 6-week intervention period. The primary outcome measures included the feasibility and acceptability of the intervention. Secondary outcome measures included freezing of gait physical tests and questionnaires, including the Timed Up and Go Test, 10-meter walk test, Goal Attainment Scale, and Parkinson Anxiety Scale. RESULTS The recruitment rate was 24% (10/42), and the retention rate was 90% (9/10). Adherence to the intervention was high, with participants completing a mean of 84% (SD 49%) for the prescribed video viewing and a mean of 100% (SD 56%) for the prescribed physical practice. One participant used the virtual reality HMD for 1 week and completed the rest of the intervention using a flat-screen device because of a gradual worsening of his motion sickness. No other adverse events occurred during the intervention or assessment. Most of the participants found using the HMD to view their videos interesting and enjoyable and would choose to use this intervention to manage their freezing of gait in the future. Five themes were constructed from the interview data: reflections when seeing myself, my experience of using the virtual reality system, the role of the virtual reality system in supporting my learning, developing a deeper understanding of how to manage my freezing of gait, and the impact of the intervention on my daily activities. Overall, there were minimal changes to the freezing of gait, mobility, or anxiety measures from baseline to postintervention, although there was substantial variability between participants. The intervention showed potential in reducing anxiety in participants with high levels of anxiety. CONCLUSIONS Video self-modeling using an immersive virtual reality HMD plus physical practice of personalized movement strategies is a feasible and acceptable method of addressing freezing of gait in people with Parkinson disease.
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Affiliation(s)
- Lina Goh
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
| | - Natalie E Allen
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
| | - Naseem Ahmadpour
- Sydney School of Architecture, Design and Planning, The University of Sydney, Camperdown, Australia
| | | | - Jooeun Song
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
| | - Lindy Clemson
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
| | - Simon J G Lewis
- Brain and Mind Centre, The University of Sydney, Camperdown, Australia
| | - Hamish G MacDougall
- School of Psychology, Faculty of Science, The University of Sydney, Camperdown, Australia
| | - Colleen G Canning
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
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Saricaoglu M, Hanoglu L, Toprak G, Yilmaz NH, Yulug B. The Multifactorial Role of Pre-supplementary Motor Area Stimulation in the Freezing of Gait: An Alternative Strategy to the Classical Drug-Target Approach. Endocr Metab Immune Disord Drug Targets 2021; 22:518-524. [PMID: 34649492 DOI: 10.2174/1871530321666211014170107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 06/12/2021] [Accepted: 06/22/2021] [Indexed: 11/22/2022]
Abstract
INTRODUCTION The pre-supplementary motor area (Pre-SMA) plays a pivotal role in the control of voluntary motor control and freezing of gait (FOG) pathophysiological mechanism. Here, we aimed to modulate if the pre-SMA would have beneficial effects on motor and behavioural outcomes in freezing of gait. To test this hypothesis, we examined the left pre-SMA stimulating effect of repetitive Transcranial Magnetic Stimulation (rTMS) on motor, cognitive and behavioural parameters in Parkinson's patients with FOG. METHOD The study included 20 Parkinson's patients with FOG (3 females, 17 males) who received the left Pre-SMA rTMS procedure. The clinical assessments were performed on all patients at the baseline and the patients were re-evaluated under the same clinical conditions one week after the end of the sessions. RESULTS & DISCUSSION We found significant improvements in motor, cognitive and behavioural symptoms (p<0.05). The main finding of our study is that Pre-SMA is an attractive stimulation area leading to critical improvement of symptoms of Parkinson' s patients with FOG. CONCLUSION The high-frequency rTMS stimulation over the left preSMA has a restorative effect on the motor, cognitive and behavioural symptoms of Parkinson' s patients with FOG.
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Affiliation(s)
- Mevhibe Saricaoglu
- Program of Electroneurophysiology, Vocational School, Istanbul Medipol University, Istanbul. Turkey
| | - Lutfu Hanoglu
- Neuroimaging and Neuromodulation Lab, Clinical Electrophysiology, REMER, Istanbul, Medipol University, Istanbul. Turkey
| | - Guven Toprak
- Neuroimaging and Neuromodulation Lab, Clinical Electrophysiology, REMER, Istanbul, Medipol University, Istanbul. Turkey
| | - Nesrin Helvaci Yilmaz
- Department of Neurology, School of Medicine, Istanbul Medipol University, Istanbul. Turkey
| | - Burak Yulug
- Department of Neurology, School of Medicine, Alanya Alaaddin Keykubat University, Alanya/Antalya. Turkey
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Bikias T, Iakovakis D, Hadjidimitriou S, Charisis V, Hadjileontiadis LJ. DeepFoG: An IMU-Based Detection of Freezing of Gait Episodes in Parkinson's Disease Patients via Deep Learning. Front Robot AI 2021; 8:537384. [PMID: 34113654 PMCID: PMC8185568 DOI: 10.3389/frobt.2021.537384] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Accepted: 04/12/2021] [Indexed: 11/24/2022] Open
Abstract
Freezing of Gait (FoG) is a movement disorder that mostly appears in the late stages of Parkinson’s Disease (PD). It causes incapability of walking, despite the PD patient’s intention, resulting in loss of coordination that increases the risk of falls and injuries and severely affects the PD patient’s quality of life. Stress, emotional stimulus, and multitasking have been encountered to be associated with the appearance of FoG episodes, while the patient’s functionality and self-confidence are constantly deteriorating. This study suggests a non-invasive method for detecting FoG episodes, by analyzing inertial measurement unit (IMU) data. Specifically, accelerometer and gyroscope data from 11 PD subjects, as captured from a single wrist-worn IMU sensor during continuous walking, are processed via Deep Learning for window-based detection of the FoG events. The proposed approach, namely DeepFoG, was evaluated in a Leave-One-Subject-Out (LOSO) cross-validation (CV) and 10-fold CV fashion schemes against its ability to correctly estimate the existence or not of a FoG episode at each data window. Experimental results have shown that DeepFoG performs satisfactorily, as it achieves 83%/88% and 86%/90% sensitivity/specificity, for LOSO CV and 10-fold CV schemes, respectively. The promising performance of the proposed DeepFoG reveals the potentiality of single-arm IMU-based real-time FoG detection that could guide effective interventions via stimuli, such as rhythmic auditory stimulation (RAS) and hand vibration. In this way, DeepFoG may scaffold the elimination of risk of falls in PD patients, sustaining their quality of life in everyday living activities.
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Affiliation(s)
- Thomas Bikias
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimitrios Iakovakis
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Stelios Hadjidimitriou
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Vasileios Charisis
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Leontios J Hadjileontiadis
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece.,Department of Electrical and Computer Engineering, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates
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Brain networks associated with anticipatory postural adjustments in Parkinson's disease patients with freezing of gait. NEUROIMAGE-CLINICAL 2021; 28:102461. [PMID: 33395957 PMCID: PMC7575874 DOI: 10.1016/j.nicl.2020.102461] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 09/30/2020] [Accepted: 10/01/2020] [Indexed: 12/13/2022]
Abstract
High hemodynamic response in the AI and SMA in the FoG when an APA was required. Connectivity between the right and left insulae was correlated with severity of FoG. Both groups showed different brain network organizations between SMA and bilateral AI. SMA was found to be a hub in patients with FoG when an APA was required.
Specific impairments of anticipatory postural adjustment (APA) during step initiation have been reported in patients with Parkinson’s disease (PD) and freezing of gait (FoG). Although APA disruption has been associated with FoG, there is scarce knowledge about its neural correlates. We sought to better understand the neural networks involved with APA in patients with FoG by assessing the level of hemodynamic response of specific brain regions and the functional connectivity during the leg lifting task. In the current investigation, APAs of patients with PD, with and without (nFoG) freezing were assessed during a leg lifting task in an event-related, functional magnetic resonance imaging (er-fMRI) protocol. Results identified a high hemodynamic response in the right anterior insula (AI) and supplementary motor area (SMA) in the FoG group when an APA was required. The nFoG had stronger connectivity between the right and left insulae than the FoG group. The strength of this connectivity was negatively correlated with the severity of FoG. Both groups showed different brain network organizations comprising the SMA and the bilateral AI. The SMA was found to be a hub in patients with FoG when an APA was required for the task. Our findings suggest that both groups used compensatory mechanism comprising the insulae during APA. Neither group used the entire network comprised of the insulae and SMA to accomplish the task. The FoG group relied more on SMA as a hub than as part of a broader network to exchange information during the APA.
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12
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Cao SS, Yuan XZ, Wang SH, Taximaimaiti R, Wang XP. Transverse Strips Instead of Wearable Laser Lights Alleviate the Sequence Effect Toward a Destination in Parkinson's Disease Patients With Freezing of Gait. Front Neurol 2020; 11:838. [PMID: 32903360 PMCID: PMC7434927 DOI: 10.3389/fneur.2020.00838] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 07/06/2020] [Indexed: 12/22/2022] Open
Abstract
Background: The sequence effect (SE), referring to step-to-step reduction in amplitude, is considered to lead to freezing of gait (FOG) in Parkinson's disease (PD). Visual cues may alleviate SE and help reduce freezing episodes. FOG patients show significant SE prior to turning or toward a doorway, but the SE toward a destination has not been clearly studied. Objectives: To examine the SE when approaching a destination in PD patients with FOG, and to further explore the effects of different types of visual cues on destination SE. Methods: Thirty-five PD patients were divided into a freezing (PD+FOG, n = 15) group and a non-freezing (PD-FOG, n = 20) group. Walking trials were tested under three conditions, including without cues (no-cue condition), with wearable laser lights (laser condition), and with transverse strips placed on the floor (strip condition). Kinematic data was recorded by a portable Inertial Measurement Unit (IMU) system. The destination SE and some key gait parameters were evaluated. Results: The PD+FOG group showed greater destination SE in the no-cue and laser conditions when compared to the PD-FOG group. There were no significant differences in the strip condition when comparing destination SE of the two groups. The destination SE was alleviated only by using the transverse strips on the floor. In contrast, transverse strips and wearable laser lights could increase the step length. Conclusions: The significant destination SE may explain why FOG patients are prone to freezing when heading toward their destination. Visual cues using transverse strips on the floor may be a more effective strategy for FOG rehabilitation in PD patients.
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Affiliation(s)
- Shan-Shan Cao
- Department of Neurology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiang-Zhen Yuan
- Department of Neurology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shu-Hong Wang
- Department of Neurology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Reyisha Taximaimaiti
- Department of Neurology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Ping Wang
- Department of Neurology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Zečević I. Clinical practice guidelines based on evidence for cognitive-behavioural therapy in Parkinson's disease comorbidities: A literature review. Clin Psychol Psychother 2020; 27:504-514. [PMID: 32196842 DOI: 10.1002/cpp.2448] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 03/17/2020] [Accepted: 03/17/2020] [Indexed: 12/18/2022]
Abstract
The purpose of this review is to provide psychologists and other health care professional enough knowledge about available cognitive-behavioural interventions for comorbidities in Parkinson's disease that include depression, anxiety, impulsive disorder, pain, and sleep disturbances. This review has clear clinical practical suggestions how to adapt psychological interventions and techniques to the motor and/or cognitive impairments of patients with Parkinson's disease, based on earlier available research results. Every available research that could be found with the help of search engines from Medline, Springer, PsychINFO, and Google Scholar, which used cognitive-behavioural therapy to treat Parkinson's comorbidities, was cited and explained. Cognitive-behavioural interventions and techniques are presented based on available research results for Parkinson's comorbidities. It is recommended to use treatment plans and interventions that are earlier suggested as efficient in patients with Parkinson's disease. Strongest available research based recommendations are available for depression and anxiety. There are only few available research studies that used cognitive and/or behavioural interventions for pain, impulsive disorder, or sleeping disturbances, except insomnia in Parkinson's disease. Cognitive-behavioural therapy is safe to use and should be adapted to the specific needs of patients and with the scientific approved treatment interventions and techniques. Psychologists should be careful on how they adapt their treatment plan for patients.
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Affiliation(s)
- Ivan Zečević
- Department of Psychosocial Rehabilitation, Center for Rehabilitation Stančić, Zagreb, Croatia
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Shen B, Lin Y, Bi C, Zhou S, Bai Z, Zheng G, Zhou J. Translational Informatics for Parkinson's Disease: from Big Biomedical Data to Small Actionable Alterations. GENOMICS, PROTEOMICS & BIOINFORMATICS 2019; 17:415-429. [PMID: 31786313 PMCID: PMC6943761 DOI: 10.1016/j.gpb.2018.10.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 08/29/2018] [Accepted: 11/02/2018] [Indexed: 02/05/2023]
Abstract
Parkinson's disease (PD) is a common neurological disease in elderly people, and its morbidity and mortality are increasing with the advent of global ageing. The traditional paradigm of moving from small data to big data in biomedical research is shifting toward big data-based identification of small actionable alterations. To highlight the use of big data for precision PD medicine, we review PD big data and informatics for the translation of basic PD research to clinical applications. We emphasize some key findings in clinically actionable changes, such as susceptibility genetic variations for PD risk population screening, biomarkers for the diagnosis and stratification of PD patients, risk factors for PD, and lifestyles for the prevention of PD. The challenges associated with the collection, storage, and modelling of diverse big data for PD precision medicine and healthcare are also summarized. Future perspectives on systems modelling and intelligent medicine for PD monitoring, diagnosis, treatment, and healthcare are discussed in the end.
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Affiliation(s)
- Bairong Shen
- Institutes for Systems Genetics, West China Hospital, Sichuan University, Chengdu 610041, China.
| | - Yuxin Lin
- Center for Systems Biology, Soochow University, Suzhou 215006, China
| | - Cheng Bi
- Center for Systems Biology, Soochow University, Suzhou 215006, China
| | - Shengrong Zhou
- Center for Systems Biology, Soochow University, Suzhou 215006, China
| | - Zhongchen Bai
- Center for Translational Biomedical Informatics, Guizhou University School of Medicine, Guiyang 550025, China
| | - Guangmin Zheng
- Center for Translational Biomedical Informatics, Guizhou University School of Medicine, Guiyang 550025, China
| | - Jing Zhou
- Center for Translational Biomedical Informatics, Guizhou University School of Medicine, Guiyang 550025, China
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