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Tueth LE, Duncan RP, Crowner BE, Earhart GM. Comparing balance using the BESTest in Alzheimer, Huntington and Parkinson disease. Neurodegener Dis Manag 2024; 14:87-96. [PMID: 39155806 PMCID: PMC11457608 DOI: 10.1080/17582024.2024.2388507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/03/2024] [Indexed: 08/20/2024] Open
Abstract
Aim: Individuals with Alzheimer disease (AD), Huntington disease (HD) and Parkinson disease (PD) have impaired balance, and comparing these deficits could improve management of neurological diseases.Methods: Scores on the Balance Evaluation Systems Test (BESTest) were compared across three groups, consisting of individuals with AD, HD and PD in early stages of their respective disease.Results: Individuals with PD had significantly higher scores on the BESTest than individuals with AD (95% CI [4.30, 21.37], p < 0.01) or HD (95% CI [6.53, 24.18], p < 0.001). Individuals with AD and HD were not significantly different on the overall BESTest or any of its subsections.Conclusion: AD and HD may have overlapping pathologies resulting in early and similar balance impairments in these groups.
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Affiliation(s)
- Lauren E Tueth
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, St. Louis, MO63108, USA
| | - Ryan P Duncan
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, St. Louis, MO63108, USA
- Washington University in St. Louis School of Medicine, Department of Neurology, St. Louis, MO63108, USA
| | - Beth E Crowner
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, St. Louis, MO63108, USA
- Washington University in St. Louis School of Medicine, Department of Neurology, St. Louis, MO63108, USA
| | - Gammon M Earhart
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, St. Louis, MO63108, USA
- Washington University in St. Louis School of Medicine, Department of Neurology, St. Louis, MO63108, USA
- Washington University in St. Louis School of Medicine, Department of Neuroscience, St. Louis, MO63108, USA
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2
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Shiraishi M, Mikami K, Kamo H, Okuma Y, Tsunemi T, Fujimoto K, Kamo T, Yokota Y, Nogawa S, Osada T, Seki M, Nagayama H, Hatano T, Nakajima H, Suzuki K, Yamamoto T, Yamano Y, Hattori N, Iijima M. The effect of subjective postural vertical on forward flexed posture in Parkinson's disease. Parkinsonism Relat Disord 2024; 129:107102. [PMID: 39461191 DOI: 10.1016/j.parkreldis.2024.107102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/28/2024] [Accepted: 08/12/2024] [Indexed: 10/29/2024]
Abstract
BACKGROUND We developed a novel method to measure the angle of subjective postural vertical (SPV) and showed that the SPV may be related to the exacerbation of the forward flexed posture. OBJECTIVES The present study prospectively tested the effects of the subjective postural vertical on the exacerbation of the forward flexion of trunk (FFT) through long-term observation of Parkinson's disease patients. METHODS Evaluation of the posture included measuring FFT, the angle of lateral flexion of trunk, and the angle at the position that the patient subjectively perceived as the vertical position at a stationary upright position immediately after standing up at the time of initial observation, 6 months later, and 1 year later. RESULTS The SPV angles worsened significantly at 6 months and 1 year compared to the first measurements (9.3 ± 6.7° vs. 10.8 ± 8.2° and 10.6 ± 7.8°, P < 0.05), and the FFT angles worsened significantly at one year compared to the first measurements (11.1 ± 8.1° vs. 12.2 ± 8.8°, P = 0.004). Furthermore, using a hierarchical multiple regression model, the difference in SPV from the first visit to the first half year was considered a factor contributing to annual FFT change (P = 0.002). CONCLUSIONS This longitudinal study of a large number of cases suggested that changes in SPV may precede changes in FFT.
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Affiliation(s)
- Makoto Shiraishi
- Department of Neurology, St. Marianna University School of Medicine, Japan; Kanto Parkinson's Study Group, Japan.
| | | | - Hikaru Kamo
- Department of Neurology, Juntendo University School of Medicine, Japan
| | - Yasuyuki Okuma
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Juntendo University Shizuoka Hospital, Japan
| | - Taiji Tsunemi
- Department of Neurology, Juntendo University School of Medicine, Japan
| | - Kenichi Fujimoto
- Kanto Parkinson's Study Group, Japan; Jichiidai Station Brain Clinic, Japan
| | | | - Yuki Yokota
- Division of Neurology, Department of Medicine, Nihon University School of Medicine, Japan
| | - Shigeru Nogawa
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Tokai University Hachioji Hospital, Japan
| | - Takashi Osada
- Kanto Parkinson's Study Group, Japan; Department of Neurology and Cerebrovascular Medicine, Saitama Medical University International Medical Center, Japan
| | - Morinobu Seki
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Keio University School of Medicine, Japan
| | - Hiroshi Nagayama
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Nippon Medical School, Japan
| | - Taku Hatano
- Department of Neurology, Juntendo University School of Medicine, Japan
| | - Hideto Nakajima
- Kanto Parkinson's Study Group, Japan; Division of Neurology, Department of Medicine, Nihon University School of Medicine, Japan
| | - Keisuke Suzuki
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Dokkyo Medical University Hospital, Japan
| | - Toshimasa Yamamoto
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Saitama Medical University, Japan
| | - Yoshihisa Yamano
- Department of Neurology, St. Marianna University School of Medicine, Japan
| | - Nobutaka Hattori
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Juntendo University School of Medicine, Japan
| | - Mutsumi Iijima
- Kanto Parkinson's Study Group, Japan; Department of Neurology, Tokyo Women's Medical University School of Medicine, Japan
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3
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Huang G, Wang H, Zhao W, Qian Y, Yao Y, Zhang L, Chen Y, Song L, Yang J, Liu Z, Su B, Sun L. Effects of the intermittent theta burst stimulation on gait, balance and lower limbs motor function in stroke: study protocol for a double-blind randomised controlled trial with multimodal neuroimaging assessments. BMJ Open 2024; 14:e082019. [PMID: 39107014 PMCID: PMC11308910 DOI: 10.1136/bmjopen-2023-082019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 06/03/2024] [Indexed: 08/09/2024] Open
Abstract
INTRODUCTION Approximately, 50% of stroke survivors experience impaired walking ability 6 months after conventional rehabilitation and standard care. However, compared with upper limb motor function, research on lower limbs rehabilitation through non-invasive neuromodulation like repetitive transcranial magnetic stimulation (rTMS) has received less attention. Limited evidence exists regarding the effectiveness of intermittent theta-burst stimulation (iTBS), an optimised rTMS modality, on lower limbs rehabilitation after stroke. This study aims to evaluate the effects of iTBS on gait, balance and lower limbs motor function in stroke recovery while also exploring the underlying neural mechanisms using longitudinal analysis of multimodal neuroimaging data. METHODS AND ANALYSIS In this double-blinded randomised controlled trial, a total of 46 patients who had a stroke will be randomly assigned in a 1:1 ratio to receive either 15 sessions of leg motor area iTBS consisting of 600 pulses or sham stimulation over the course of 3 weeks. Additionally, conventional rehabilitation therapy will be administered following the (sham) iTBS intervention. The primary outcome measure will be the 10 m walking test. Secondary outcomes include the Fugl-Meyer assessment of the lower extremity, Timed Up and Go Test, Functional Ambulation Category Scale, Berg Balance Scale, modified Barthel Index, Mini-Mental State Examination, montreal cognitive assessment, tecnobody balance assessment encompassing both static and dynamic stability evaluations, surface electromyography recording muscle activation of the lower limbs, three-dimensional gait analysis focusing on temporal and spatial parameters as well as ground reaction force measurements, corticomotor excitability tests including resting motor threshold, motor evoked potential and recruitment curves and multimodal functional MRI scanning. Outcome measures will be collected prior to and after the intervention period with follow-up at 3 weeks. ETHICS AND DISSEMINATION The study has received approval from the Medical Research Ethics Committee of Wuxi Mental Health Center/Wuxi Central Rehabilitation Hospital (no. WXMHCCIRB2023LLky078). Results will be disseminated through peer-reviewed journals and scientific conferences. TRIAL REGISTRATION NUMBER ChiCTR2300077431.
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Affiliation(s)
- Guilan Huang
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Hewei Wang
- Department of Rehabilitation, Huashan Hospital Fudan University, Shanghai, China
| | - WeiWei Zhao
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Yao Qian
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Yu Yao
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Li Zhang
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Yating Chen
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Lianxin Song
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Jinyu Yang
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Zhichao Liu
- Department of Rehabilitation, Huashan Hospital Fudan University, Shanghai, China
| | - Bin Su
- Department of Rehabilitation, Wuxi Central Rehabilitation Hospital, The Affiliated Mental Health Center of Jiangnan University, Wuxi, China
| | - Limin Sun
- Department of Rehabilitation, Huashan Hospital Fudan University, Shanghai, China
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States RA, Dewan B, Lynam P, Mensah N, Pottorf O. Group exercise for balance in people with Parkinson's disease: a systematic review with meta-analysis. Physiother Theory Pract 2024:1-18. [PMID: 38975875 DOI: 10.1080/09593985.2024.2374063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 06/24/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND High-quality evidence shows that exercise helps people with Parkinson's disease improve functional abilities including balance. However, few studies have investigated whether the setting and format through which balance-focused exercise programs are provided matters. This systematic review investigated group exercise compared to individual exercise, and to no-exercise control (CTL), on clinical measures of balance for people with Parkinson's disease. METHODS MEDLINE, EMBASE, CINAHL and Cochrane CENTRAL databases were searched through March 24, 2024, on terms for Parkinson's disease; exercise or physical activity; community-based or group classes; balance or postural control. Citations, abstracts and full-text articles were independently reviewed, and included studies were rated on risk of bias by two authors. RESULTS Twenty-seven randomized controlled trials (30 reports) with 1200 participants met criteria. Meta-analysis using mean difference (MD) compared group exercise to CTL on seven clinical measures of balance. Three yielded significant differences favoring group exercise: Timed Up and Go = -2.29 (MD), -3.56 to -1.02 (95% Confidence interval) (95% CI); Mini-BEST = 2.72 (MD), 1.88 to 3.57 (95% CI); Berg Balance Scale = 4.31 (MD), 1.33 to 7.29 (95% CI). Meta-analyses were also conducted on six clinical measures of balance, comparing group exercise to individual exercise, yielding no significant differences. CONCLUSIONS For people with Parkinson's disease, group exercise may be more effective than CTL on some clinical measures of balance and it yields similar results to individual exercise. People with Parkinson's disease are encouraged to participate regularly in group or individual exercise based on preference and accessibility.
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Affiliation(s)
- Rebecca A States
- Doctor of Physical Therapy Program, Hofstra University, Hempstead, NY, USA
| | - Birendra Dewan
- Department of Physical Therapy, Long Island University, Brooklyn, NY, USA
| | - Peggy Lynam
- Department of Physical Therapy, Long Island University, Brooklyn, NY, USA
| | - Nia Mensah
- Department of Physical Therapy, Long Island University, Brooklyn, NY, USA
| | - Ofra Pottorf
- Doctor of Physical Therapy Program, Hofstra University, Hempstead, NY, USA
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Monaghan AS, Hooyman A, Dibble LE, Mehta SH, Peterson DS. Generalization of In-Place Balance Perturbation Training in People With Parkinson Disease. J Neurol Phys Ther 2024; 48:165-173. [PMID: 38489661 DOI: 10.1097/npt.0000000000000471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 01/04/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND AND PURPOSE Reactive balance training improves reactive postural control in people with Parkinson disease (PwPD). However, the extent to which reactive balance training generalizes to a novel, unpracticed reactive balance task is unknown. This study aimed to determine whether reactive training stepping through support surface translations can be generalized to an unpracticed, instrumented tether-release task. METHODS Twenty-five PwPD (70.52 years ± 7.15; Hoehn and Yahr range 1-3) completed a multiple baseline, open-label, uncontrolled pre-post intervention study. Stepping was trained through a 2-week (6-session) intervention with repeated support surface translations. Performance on an untrained tether-release task (generalization task) was measured at 2 baseline assessments (B1 and B2, 2 weeks apart), immediately after the intervention (P1), and 2 months after training (P2). The tether-release task outcomes were the anterior-posterior margin of stability (MOS), step length, and step latency during backward and forward steps. RESULTS After support surface translation practice, tether-release stepping performance improved in MOS, step length, and step latency for both backward and forward steps compared to baseline ( P < 0.05). Improvements in MOS and step length during backward and forward steps in the tether-release task, respectively, were related to stepping changes in the practiced task. However, the improvements in the generalization task were not retained for 2 months. DISCUSSION AND CONCLUSIONS These findings support short-term generalization from trained balance tasks to novel, untrained tasks. These findings contribute to our understanding of the effects and generalization of reactive step training in PwPD. VIDEO ABSTRACT AVAILABLE for more insights from the authors (see the Video, Supplemental Digital Content available at http://links.lww.com/JNPT/A465 ).
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Affiliation(s)
- Andrew S Monaghan
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Emory University, Atlanta, Georgia (A.S.M.); School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona (A.H.); Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah (L.E.D.); Department of Neurology, Mayo Clinic, Scottsdale, Arizona (S.H.M.); College of Health Solutions, Arizona State University, Tempe, Arizona (D.S.P.); and Phoenix VA Health Care Center, Phoenix, Arizona (D.S.P.)
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6
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O'Neal SK, Miller SA, Eikenberry MC, Moore ES. A backward cycling programme for people with Parkinson's disease: a feasibility and preliminary results study. J Rehabil Med 2024; 56:jrm17738. [PMID: 38860715 PMCID: PMC11182036 DOI: 10.2340/jrm.v56.17738] [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: 07/11/2023] [Accepted: 05/13/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVE To assess the feasibility of backward cycling for people with Parkinson's disease. Secondary objectives were to assess changes in gait and balance following a 6-week program. DESIGN A single-group prospective pre-test, post-test study with 1-month follow-up. SUBJECTS/PATIENTS Twenty-six people with Parkinson's disease (mean age: 69 (7.74) years, gender: 83% males, time since diagnosis: 6 (4.44) years). METHODS Participants pedaled backward on a stationary bicycle for 30 minutes at moderate intensity twice a week for 6 weeks. Feasibility was assessed by acceptability, suitability, and burden. Data collected at pre- and post-intervention with 1-month follow-up included backward stepping response variables, forward/backward gait variables, Mini-Balance Evaluation Systems Test (MBT), and 6 Minute Walk Test. RESULTS There was a high retention rate (95.8%) and adherence rate (100%) with one adverse event and minimal burden. Significant improvements were seen in step count and excursion distance during backward stepping responses, forward and backward gait velocity, forward step length, and the Mini-BESTest. CONCLUSION Backward cycling was a feasible intervention for people with Parkinson's disease, demonstrating low burden with high retention and adherence rates, and it is a safe exercise with the potential for benefits in gait and balance variables.
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Affiliation(s)
| | - Stephanie A Miller
- University of Indianapolis, Indianapolis, Indiana, USA
- Marian University, Indianapolis, IN, USA
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Almeida LRS, Vasconcelos L, Valenca GT, Carvalho K, Pinto EB, Oliveira-Filho J, Canning CG. Psychometric properties of the Brazilian-Portuguese version of the Falls Behavioral Scale in people with Parkinson's disease. Disabil Rehabil 2024; 46:2684-2690. [PMID: 37403370 DOI: 10.1080/09638288.2023.2230132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 06/23/2023] [Indexed: 07/06/2023]
Abstract
PURPOSE To verify the psychometric properties of the Brazilian-Portuguese version of the Falls Behavioral (FaB-Brazil) Scale in Parkinson's disease (PD). MATERIAL AND METHODS Participants (n = 96) were assessed by disease-specific, self-report and functional mobility measures. Internal consistency of the FaB-Brazil scale was evaluated using Cronbach's alpha and inter-rater and test-retest reliability using intraclass correlation coefficients (ICC). The standard error of measurement (SEM), minimal detectable change (MDC), ceiling and floor effects, and convergent and discriminative validity were evaluated. RESULTS Internal consistency was moderate (α = 0.77). Excellent inter-rater (ICC = 0.90; p < 0.001) and test-retest (ICC = 0.91; p < 0.001) reliability were found. The SEM was 0.20 and MDC was 0.38. Ceiling and floor effects were not found. Convergent validity was established by the positive correlations between the FaB-Brazil scale and age, modified Hoehn and Yahr, PD duration, Movement Disorders Society-Unified Parkinson's Disease Rating Scale, Motor Aspects of Experiences of Daily Living, Timed Up & Go and 8-item Parkinson's Disease Questionnaire, and negative correlations between the FaB-Brazil scale and community mobility, Schwab & England, and Activities-specific Balance Confidence scale. Females showed greater protective behaviors than males; recurrent fallers showed greater protective behaviors than non-recurrent fallers (p < 0.05). CONCLUSIONS The FaB-Brazil scale is reliable and valid for assessing people with PD.
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Affiliation(s)
- Lorena Rosa S Almeida
- Movement Disorders and Parkinson's Disease Clinic, Roberto Santos General Hospital/SESAB, Salvador, Bahia, Brazil
- Bahiana School of Medicine and Public Health, Motor Behavior and Neurorehabilitation Research Group, Salvador, Bahia, Brazil
| | - Lara Vasconcelos
- Postgraduate Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Bahia, Brazil
| | - Guilherme T Valenca
- Movement Disorders and Parkinson's Disease Clinic, Roberto Santos General Hospital/SESAB, Salvador, Bahia, Brazil
- Bahiana School of Medicine and Public Health, Salvador, Bahia, Brazil
| | - Kárin Carvalho
- Bahiana School of Medicine and Public Health, Motor Behavior and Neurorehabilitation Research Group, Salvador, Bahia, Brazil
- Postgraduate Program in Health Sciences, Federal University of Bahia School of Medicine, Salvador, Bahia, Brazil
| | - Elen Beatriz Pinto
- Bahiana School of Medicine and Public Health, Motor Behavior and Neurorehabilitation Research Group, Salvador, Bahia, Brazil
- Department of Life Sciences (DCV), Bahia State University, Salvador, Bahia, Brazil
| | - Jamary Oliveira-Filho
- Discipline of Physiotherapy, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Colleen G Canning
- Discipline of Physiotherapy, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Nassajpour M, Shuqair M, Rosenfeld A, Tolea MI, Galvin JE, Ghoraani B. Objective estimation of m-CTSIB balance test scores using wearable sensors and machine learning. Front Digit Health 2024; 6:1366176. [PMID: 38707195 PMCID: PMC11066210 DOI: 10.3389/fdgth.2024.1366176] [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: 01/05/2024] [Accepted: 04/04/2024] [Indexed: 05/07/2024] Open
Abstract
Accurate balance assessment is important in healthcare for identifying and managing conditions affecting stability and coordination. It plays a key role in preventing falls, understanding movement disorders, and designing appropriate therapeutic interventions across various age groups and medical conditions. However, traditional balance assessment methods often suffer from subjectivity, lack of comprehensive balance assessments and remote assessment capabilities, and reliance on specialized equipment and expert analysis. In response to these challenges, our study introduces an innovative approach for estimating scores on the Modified Clinical Test of Sensory Interaction on Balance (m-CTSIB). Utilizing wearable sensors and advanced machine learning algorithms, we offer an objective, accessible, and efficient method for balance assessment. We collected comprehensive movement data from 34 participants under four different sensory conditions using an array of inertial measurement unit (IMU) sensors coupled with a specialized system to evaluate ground truth m-CTSIB balance scores for our analysis. This data was then preprocessed, and an extensive array of features was extracted for analysis. To estimate the m-CTSIB scores, we applied Multiple Linear Regression (MLR), Support Vector Regression (SVR), and XGBOOST algorithms. Our subject-wise Leave-One-Out and 5-Fold cross-validation analysis demonstrated high accuracy and a strong correlation with ground truth balance scores, validating the effectiveness and reliability of our approach. Key insights were gained regarding the significance of specific movements, feature selection, and sensor placement in balance estimation. Notably, the XGBOOST model, utilizing the lumbar sensor data, achieved outstanding results in both methods, with Leave-One-Out cross-validation showing a correlation of 0.96 and a Mean Absolute Error (MAE) of 0.23 and 5-fold cross-validation showing comparable results with a correlation of 0.92 and an MAE of 0.23, confirming the model's consistent performance. This finding underlines the potential of our method to revolutionize balance assessment practices, particularly in settings where traditional methods are impractical or inaccessible.
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Affiliation(s)
- Marjan Nassajpour
- Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States
| | - Mustafa Shuqair
- Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States
| | - Amie Rosenfeld
- Department of Neurology, Comprehensive Center for Brain Health, University of Miami, Boca Raton, FL, United States
| | - Magdalena I. Tolea
- Department of Neurology, Comprehensive Center for Brain Health, University of Miami, Boca Raton, FL, United States
| | - James E. Galvin
- Department of Neurology, Comprehensive Center for Brain Health, University of Miami, Boca Raton, FL, United States
| | - Behnaz Ghoraani
- Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States
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9
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Camargo CHF, Ferreira-Peruzzo SA, Ribas DIR, Franklin GL, Teive HAG. Imbalance and gait impairment in Parkinson's disease: discussing postural instability and ataxia. Neurol Sci 2024; 45:1377-1388. [PMID: 37985635 DOI: 10.1007/s10072-023-07205-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/14/2023] [Indexed: 11/22/2023]
Abstract
Gait and balance difficulties pose significant clinical challenges in Parkinson's disease (PD). The impairment of physiological mechanisms responsible for maintaining natural orthostatism plays a central role in the pathophysiology of postural instability observed in PD. In addition to the well-known rigidity and abnormalities in muscles and joints, various brain regions involved in the regulation of posture, balance, and gait, such as the basal ganglia, cerebellum, and brainstem regions like the pontine peduncle nucleus, are affected in individuals with PD. The recognition of the cerebellum's role in PD has been increasingly acknowledged. Cortical areas and their connections are associated with freezing of gait, a type of frontal lobe ataxia commonly observed in PD. Furthermore, impairments in the peripheral nervous system, including those caused by levodopatherapy, can contribute to gait impairment and imbalance in PD patients. Consequently, individuals with PD may exhibit frontal ataxia, sensory ataxia, and even cerebellar ataxia as underlying causes of gait disturbances and imbalance, starting from the early stages of the disease. The complex interplay between dysfunctional brain regions, impaired cortical connections, and peripheral nervous system abnormalities contributes to the multifaceted nature of gait and balance difficulties in PD. Understanding the intricate mechanisms is crucial for the development of effective therapeutic approaches targeting these specific deficits in PD.
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Affiliation(s)
- Carlos Henrique F Camargo
- Neurological Diseases Group, Postgraduate Program in Internal Medicine, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, 80060-900, Brazil.
| | - Silvia Aparecida Ferreira-Peruzzo
- Neurological Diseases Group, Postgraduate Program in Internal Medicine, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, 80060-900, Brazil
- School of Health Sciences, Autonomous University of Brazil, Curitiba, Paraná, Brazil
| | - Danieli Isabel Romanovitch Ribas
- Neurological Diseases Group, Postgraduate Program in Internal Medicine, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, 80060-900, Brazil
- School of Health Sciences, Autonomous University of Brazil, Curitiba, Paraná, Brazil
| | - Gustavo L Franklin
- School of Medicine, Pontifical Catholic University of Paraná, Curitiba, Paraná, Brazil
| | - Hélio A G Teive
- Neurological Diseases Group, Postgraduate Program in Internal Medicine, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, 80060-900, Brazil
- Movement Disorders Unit, Neurology Service, Internal Medicine Department, Hospital de Clínicas, Federal University of Paraná, Curitiba, Paraná, Brazil
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Bath JE, Wang DD. Unraveling the threads of stability: A review of the neurophysiology of postural control in Parkinson's disease. Neurotherapeutics 2024; 21:e00354. [PMID: 38579454 PMCID: PMC11000188 DOI: 10.1016/j.neurot.2024.e00354] [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: 11/30/2023] [Revised: 03/18/2024] [Accepted: 03/23/2024] [Indexed: 04/07/2024] Open
Abstract
Postural instability is a detrimental and often treatment-refractory symptom of Parkinson's disease. While many existing studies quantify the biomechanical deficits among various postural domains (static, anticipatory, and reactive) in this population, less is known regarding the neural network dysfunctions underlying these phenomena. This review will summarize current studies on the cortical and subcortical neural activities during postural responses in healthy subjects and those with Parkinson's disease. We will also review the effects of current therapies, including neuromodulation and feedback-based wearable devices, on postural instability symptoms. With recent advances in implantable devices that allow chronic, ambulatory neural data collection from patients with Parkinson's disease, combined with sensors that can quantify biomechanical measurements of postural responses, future work using these devices will enable better understanding of the neural mechanisms of postural control. Bridging this knowledge gap will be the critical first step towards developing novel neuromodulatory interventions to enhance the treatment of postural instability in Parkinson's disease.
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Affiliation(s)
- Jessica E Bath
- Department of Physical Therapy & Rehabilitation Science, University of California, San Francisco, USA; Department of Neurological Surgery, University of California, San Francisco, USA
| | - Doris D Wang
- Department of Neurological Surgery, University of California, San Francisco, USA.
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11
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Herbers C, Zhang R, Erdman A, Johnson MD. Distinguishing features of Parkinson's disease fallers based on wireless insole plantar pressure monitoring. NPJ Parkinsons Dis 2024; 10:67. [PMID: 38503777 PMCID: PMC10951221 DOI: 10.1038/s41531-024-00678-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 03/07/2024] [Indexed: 03/21/2024] Open
Abstract
Postural instability is one of the most disabling motor signs of Parkinson's disease (PD) and often underlies an increased likelihood of falling and loss of independence. Current clinical assessments of PD-related postural instability are based on a retropulsion test, which introduces human error and only evaluates reactive balance. There is an unmet need for objective, multi-dimensional assessments of postural instability that directly reflect activities of daily living in which individuals may experience postural instability. In this study, we trained machine-learning models on insole plantar pressure data from 111 participants (44 with PD and 67 controls) as they performed simulated static and active postural tasks of activities that often occur during daily living. Models accurately classified PD from young controls (area under the curve (AUC) 0.99+/- 0.00), PD from age-matched controls (AUC 0.99+/- 0.01), and PD fallers from PD non-fallers (AUC 0.91+/- 0.08). Utilizing features from both static and active postural tasks significantly improved classification performances, and all tasks were useful for separating PD from controls; however, tasks with higher postural threats were preferred for separating PD fallers from PD non-fallers.
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Affiliation(s)
- Cara Herbers
- Department of Mechanical Engineering, University of Minnesota, 111 Church Street SE, Minneapolis, 55455, MN, USA
| | - Raymond Zhang
- Department of Biomedical Engineering, University of Minnesota, 312 Church Street SE, Minneapolis, 55455, MN, USA
| | - Arthur Erdman
- Department of Mechanical Engineering, University of Minnesota, 111 Church Street SE, Minneapolis, 55455, MN, USA
| | - Matthew D Johnson
- Department of Biomedical Engineering, University of Minnesota, 312 Church Street SE, Minneapolis, 55455, MN, USA.
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Monaghan AS, Hooyman A, Dibble LE, Mehta SH, Peterson DS. Stability Changes in Fall-Prone Individuals With Parkinson Disease Following Reactive Step Training. J Neurol Phys Ther 2024; 48:46-53. [PMID: 37259190 DOI: 10.1097/npt.0000000000000442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND AND PURPOSE Poor reactive steps may lead to falls in people with Parkinson disease (PwPD). However, whether reactive steps can be improved in PwPD at risk for falls or whether step training reduces falls remains unclear. This study aimed to determine whether 2 weeks of reactive step training result in (1) immediate and retained improvements in stepping and (2) fewer prospective falls in PwPD at fall risk. METHODS Twenty-five PwPD (70.52 years ± 7.15; Hoehn & Yahr range 1-3) at risk for falls completed a multiple baseline, open-label, uncontrolled pre-/postintervention study. Stepping performance was assessed at 2 baseline assessments (B1 and B2) followed by a 2-week, 6-session training protocol. Stepping was assessed immediately (P1) and 2 months after training (P2). Primary outcomes were anterior-posterior margin of stability (MOS), step length, and step latency during backward stepping. Fall frequency was measured for 2 months before and after training. RESULTS MOS during backward steps was significantly larger (better) after training ( P < 0.001, d = 0.83), and improvements were retained for 2 months ( P = 0.04, d = 0.66). Step length was not statistically significant different after training ( P = 0.13, d = 0.46) or at follow-up ( P = 0.08, d = 0.62), although effect sizes were medium and large, respectively. Step latency improved after initial exposure ( P = 0.01, d = 0.60) but not following training ( P = 0.43, d = 0.35). Twelve participants experienced fewer falls after training than before (10 = no change, 5 = increase; P = 0.12). Greater improvements in MOS were related to fewer falls ( P = 0.04). DISCUSSION AND CONCLUSIONS Two weeks of reactive step training resulted in immediate and retained improvements in some reactive stepping outcomes in PwPD at risk for falls and may reduce fall risk. Reactive step training may be a viable approach to reduce falls in PwPD.
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Affiliation(s)
- Andrew S Monaghan
- College of Health Solutions, Arizona State University, Phoenix (A.S.M., D.S.P.); School of Biological and Health Systems Engineering, Arizona State University, Tempe (A.H.); Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City (L.E.D.); Mayo Clinic, Scottsdale, Arizona (S.H.M.); and Phoenix VA Health Care Center, Phoenix, Arizona (D.S.P.)
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13
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Liu Z, Huang M, Liao Y, Xie X, Zhu P, Liu Y, Tan C. Long-term efficacy of hydrotherapy on balance function in patients with Parkinson's disease: a systematic review and meta-analysis. Front Aging Neurosci 2023; 15:1320240. [PMID: 38152605 PMCID: PMC10751311 DOI: 10.3389/fnagi.2023.1320240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 11/17/2023] [Indexed: 12/29/2023] Open
Abstract
Background Hydrotherapy can improve the motor and non-motor symptoms of Parkinson's disease (PD), but the long-term effects of hydrotherapy on PD are still unclear. Objective The purpose of this systematic evaluation and meta-analysis was to explore the long-term effects of hydrotherapy on balance function in PD patients. Methods A systematic search of five databases was conducted to identify appropriate randomized controlled trials (RCTs) according to the established inclusion and exclusion criteria. The general characteristics and outcome data (balance, exercise, mobility, quality of life, etc.) of the included studies were extracted, and the quality of the included studies was evaluated using the Cochrane risk of bias assessment tool. Finally, the outcome data were integrated for meta-analysis. Results A total of 149 articles were screened, and 5 high-quality RCTs involving 135 PD patients were included. The results of the meta-analysis showed positive long-term effects of hydrotherapy on balance function compared to the control group (SMD = 0.69; 95% CI = 0.21, 1.17; p = 0.005; I2 = 44%), However, there were no significant long-term effects of hydrotherapy on motor function (SMD = 0.06; 95% CI = -0.33, 0.44; p = 0.77; I2 = 0%), mobility and quality of life (SMD = -0.21; 95% CI = -0.98, 0.57; p = 0.6; I2 = 71%). Interestingly, the results of the sensitivity analysis performed on mobility showed a clear continuation effect of hydrotherapy on mobility compared to the control group (SMD = -0.80; 95% CI = -1.23, -0.37; p < 0.001; I2 = 0%). Conclusion The long-term effects of hydrotherapy on PD patients mainly focus on balance function, and the continuous effects on motor function, mobility, and quality of life are not obvious.
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Affiliation(s)
- Zicai Liu
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan, China
| | - Miao Huang
- School of Rehabilitation Medicine Gannan Medical University, Ganzhou, China
| | - Ya Liao
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan, China
| | - Xiuying Xie
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan, China
| | - Pingan Zhu
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan, China
| | - Yangyou Liu
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan, China
| | - Cheng Tan
- Department of Rehabilitation Medicine, Shaoguan First People’s Hospital, Shaoguan, China
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Artusi CA, Geroin C, Nonnekes J, Aquino C, Garg D, Dale ML, Schlosser D, Lai Y, Al‐Wardat M, Salari M, Wolke R, Labou VT, Imbalzano G, Camozzi S, Merello M, Bloem BR, Capato T, Djaldetti R, Doherty K, Fasano A, Tibar H, Lopiano L, Margraf NG, Moreau C, Ugawa Y, Bhidayasiri R, Tinazzi M. Predictors and Pathophysiology of Axial Postural Abnormalities in Parkinsonism: A Scoping Review. Mov Disord Clin Pract 2023; 10:1585-1596. [PMID: 38026508 PMCID: PMC10654876 DOI: 10.1002/mdc3.13879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/09/2023] [Accepted: 08/20/2023] [Indexed: 12/01/2023] Open
Abstract
Background Postural abnormalities involving the trunk are referred to as axial postural abnormalities and can be observed in over 20% of patients with Parkinson's disease (PD) and in atypical parkinsonism. These symptoms are highly disabling and frequently associated with back pain and a worse quality of life in PD. Despite their frequency, little is known about the pathophysiology of these symptoms and scant data are reported about their clinical predictors, making it difficult to prompt prevention strategies. Objectives We conducted a scoping literature review of clinical predictors and pathophysiology of axial postural abnormalities in patients with parkinsonism to identify key concepts, theories and evidence on this topic. Methods We applied a systematic approach to identify studies, appraise quality of evidence, summarize main findings, and highlight knowledge gaps. Results Ninety-two articles were reviewed: 25% reported on clinical predictors and 75% on pathophysiology. Most studies identified advanced disease stage and greater motor symptoms severity as independent clinical predictors in both PD and multiple system atrophy. Discrepant pathophysiology data suggested different potential central and peripheral pathogenic mechanisms. Conclusions The recognition of clinical predictors and pathophysiology of axial postural abnormalities in parkinsonism is far from being elucidated due to literature bias, encompassing different inclusion criteria and measurement tools and heterogeneity of patient samples. Most studies identified advanced disease stage and higher burden of motor symptoms as possible clinical predictors. Pathophysiology data point toward many different (possibly non-mutually exclusive) mechanisms, including dystonia, rigidity, proprioceptive and vestibular impairment, and higher cognitive deficits.
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Affiliation(s)
| | - Christian Geroin
- Neurology Unit, Movement Disorders Division, Department of Neurosciences Biomedicine and Movement SciencesUniversity of VeronaVeronaItaly
| | - Jorik Nonnekes
- Radboud University Medical Centre, Donders Institute for Brain, Cognition and BehaviourDepartment of RehabilitationNijmegenThe Netherlands
| | - Camila Aquino
- Hotchkiss Brain Institute, Department of Clinical Neurosciences, and Department of Community Health SciencesUniversity of CalgaryCalgaryABCanada
| | - Divyani Garg
- Department of Neurology, Lady Hardinge Medical College, New Delhi, India. Department of NeurologyVardhman Mahavir Medical College and Safdarjung HospitalNew DelhiIndia
| | - Marian L. Dale
- Oregon Health & Science UniversityDepartment of NeurologyPortlandORUSA
| | - Darbe Schlosser
- Graduate Student in the Motor Learning Program at Teachers CollegeColumbia UniversityNew YorkNYUSA
| | - Yijie Lai
- Department of Neurosurgery, Center for Functional NeurosurgeryRuijin Hospital, Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Mohammad Al‐Wardat
- Department of Rehabilitation Sciences, Faculty of Applied Medical SciencesJordan University of Science and TechnologyIrbidJordan
| | - Mehri Salari
- Department of NeurologyShahid Beheshti University of Medical SciencesTehranIran
| | - Robin Wolke
- Department of NeurologyUKSH, Christian‐Albrechts‐UniversityKielGermany
| | | | - Gabriele Imbalzano
- Department of Neuroscience Rita Levi MontalciniUniversity of TurinTorinoItaly
| | - Serena Camozzi
- Neurology Unit, Movement Disorders Division, Department of Neurosciences Biomedicine and Movement SciencesUniversity of VeronaVeronaItaly
| | - Marcelo Merello
- Movement Disorders ServiceFLENI, CONICETBuenos AiresArgentina
| | - Bastiaan R. Bloem
- Department of NeurologyRadboud University Medical Centre, Donders Institute for Brain, Cognition and BehaviourNijmegenThe Netherlands
| | - Tamine Capato
- Department of NeurologyRadboud University Medical Centre, Donders Institute for Brain, Cognition and BehaviourNijmegenThe Netherlands
- University of São PauloDepartment of Neurology, Movement Disorders CenterSão PauloBrazil
| | - Ruth Djaldetti
- Department of Neurology, Rabin Medical Center, Petah Tikva; Sackler Faculty of MedicineTel Aviv UniversityTel AvivIsrael
| | - Karen Doherty
- Department of NeurologyRoyal Victoria HospitalBelfastUnited Kingdom
- Centre for Medical EducationQueens University BelfastBelfastUnited Kingdom
| | - Alfonso Fasano
- Division of NeurologyUniversity of TorontoTorontoONCanada
- Krembil Brain InstituteTorontoONCanada
- Edmond J. Safra Program in Parkinson's Disease and Morton and Gloria ShulmanMovement Disorders Clinic, Toronto Western Hospital, UHNTorontoONCanada
| | - Houyam Tibar
- Service de Neurologie B et de Neurogénétique Hôpital des Spécialités OTO‐Neuro‐OphtalmologiqueIbn Sina University Hospital, Medical School of Rabat, Mohamed 5 University of RabatRabatMorocco
| | - Leonardo Lopiano
- Department of Neuroscience Rita Levi MontalciniUniversity of TurinTorinoItaly
| | - Nils G. Margraf
- Department of NeurologyUKSH, Christian‐Albrechts‐UniversityKielGermany
| | - Caroline Moreau
- Expert Center for Parkinson's Disease, Neurological Department, Inserm UMR 1172Lille University HospitalLilleFrance
| | - Yoshikazu Ugawa
- Department of Human Neurophysiology, School of MedicineFukushima Medical UniversityFukushimaJapan
| | - Roongroj Bhidayasiri
- Chulalongkorn Centre of Excellence for Parkinson's Disease & Related Disorders, Department of Medicine, Faculty of MedicineChulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross SocietyBangkokThailand
- The Academy of ScienceThe Royal Society of ThailandBangkokThailand
| | - Michele Tinazzi
- Neurology Unit, Movement Disorders Division, Department of Neurosciences Biomedicine and Movement SciencesUniversity of VeronaVeronaItaly
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García‐López H, de los Ángeles Castillo‐Pintor M, Castro‐Sánchez AM, Lara‐Palomo IC, Obrero‐Gaitán E, Cortés‐Pérez I. Efficacy of Dual-Task Training in Patients with Parkinson's Disease: A Systematic Review with Meta-Analysis. Mov Disord Clin Pract 2023; 10:1268-1284. [PMID: 37772294 PMCID: PMC10525074 DOI: 10.1002/mdc3.13823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 06/13/2023] [Accepted: 06/14/2023] [Indexed: 09/30/2023] Open
Abstract
Background Dual-task training (DTT) involves simultaneously motor and cognitive exercises. Objectives To determine the effectiveness of DTT, in comparison to other interventions [single-task training (STT) and usual care (UC)], on gait and balance parameters, motor impairments, activities of daily living (ADLs) and quality of life (QoL) in patients with Parkinson's disease (PD) immediately post-intervention and at 3, 6, and 12 months after therapy. Methods A meta-analysis was performed following PRISMA Guidelines through searching in PubMed, SCOPUS, WOS, CINAHL, SciELO and PEDro up to September 2022. We included randomized controlled trials (RCTs) that compare the effect of DTT versus STT and UC on gait (speed, step and stride length, cadence and steps per day), balance (functional and dynamic balance), motor impairments, ADLs and QoL. Methodological quality was assessed using the PEDro scale. The pooled effect was calculated through Cohen's Standardized Mean Difference (SMD) and its 95% confidence interval (95%CI). Results Seventeen RCTs with 826 participants and a mean PEDro score of 6.59 ± 1 points were included. In comparison to STT and UC, DTT is effective in improving walking speed (SMD 0.42, 95%CI 0.23-0.6), stride length (SMD 0.69, 95%CI 0.23-1.15), cadence (SMD 0.41, 95%CI 0.19-0.63), functional balance (SMD 1.15, 95%CI 0.92-1.4), dynamic balance (SMD -0.5, 95%CI -0.81 to -0.18) and motor impairments (SMD -0.86, 95%CI -1.25 to -0.47). No adverse effects related to DTT were reported. Conclusions DTT is an effective and safe therapy for improving gait, balance and motor impairments in patients with PD.
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Affiliation(s)
- Héctor García‐López
- Department of Nursing, Physical Therapy and MedicineUniversity of AlmeriaAlmeriaSpain
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16
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Leodori G, Santilli M, Modugno N, D’Avino M, De Bartolo MI, Fabbrini A, Rocchi L, Conte A, Fabbrini G, Belvisi D. Postural Instability and Risk of Falls in Patients with Parkinson's Disease Treated with Deep Brain Stimulation: A Stabilometric Platform Study. Brain Sci 2023; 13:1243. [PMID: 37759844 PMCID: PMC10526843 DOI: 10.3390/brainsci13091243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/29/2023] Open
Abstract
Postural instability (PI) in Parkinson's disease (PD) exposes patients to an increased risk of falls (RF). While dopaminergic therapy and deep brain stimulation (DBS) improve motor performance in advanced PD patients, their effects on PI and RF remain elusive. PI and RF were assessed using a stabilometric platform in six advanced PD patients. Patients were evaluated in OFF and ON dopaminergic medication and under four DBS settings: with DBS off, DBS bilateral, and unilateral DBS of the more- or less-affected side. Our findings indicate that dopaminergic medication by itself exacerbated PI and RF, and DBS alone led to a decline in RF. No combination of medication and DBS yielded a superior improvement in postural control compared to the baseline combination of OFF medication and the DBS-off condition. Yet, for ON medication, DBS significantly improved both PI and RF. Among DBS conditions, DBS bilateral provided the most favorable outcomes, improving PI and RF in the ON medication state and presenting the smallest setbacks in the OFF state. Conversely, the more-affected side DBS was less beneficial. These preliminary results could inform therapeutic strategies for advanced PD patients experiencing postural disorders.
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Affiliation(s)
- Giorgio Leodori
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
- Department of Human Neuroscience, University of Rome “Sapienza”, 00185 Rome, Italy; (M.I.D.B.); (A.F.)
| | - Marco Santilli
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
| | - Nicola Modugno
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
| | - Michele D’Avino
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
| | - Maria Ilenia De Bartolo
- Department of Human Neuroscience, University of Rome “Sapienza”, 00185 Rome, Italy; (M.I.D.B.); (A.F.)
| | - Andrea Fabbrini
- Department of Human Neuroscience, University of Rome “Sapienza”, 00185 Rome, Italy; (M.I.D.B.); (A.F.)
| | - Lorenzo Rocchi
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Cagliari, Italy;
| | - Antonella Conte
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
- Department of Human Neuroscience, University of Rome “Sapienza”, 00185 Rome, Italy; (M.I.D.B.); (A.F.)
| | - Giovanni Fabbrini
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
- Department of Human Neuroscience, University of Rome “Sapienza”, 00185 Rome, Italy; (M.I.D.B.); (A.F.)
| | - Daniele Belvisi
- IRCCS Neuromed, 86077 Pozzilli, Italy; (G.L.); (M.S.); (N.M.); (M.D.); (A.C.); (D.B.)
- Department of Human Neuroscience, University of Rome “Sapienza”, 00185 Rome, Italy; (M.I.D.B.); (A.F.)
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17
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Wodarski P, Jurkojć J, Michalska J, Kamieniarz A, Juras G, Gzik M. Balance assessment in selected stages of Parkinson's disease using trend change analysis. J Neuroeng Rehabil 2023; 20:99. [PMID: 37528430 PMCID: PMC10394805 DOI: 10.1186/s12984-023-01229-1] [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: 02/21/2023] [Accepted: 07/28/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND Balance disorders in patients diagnosed with Parkinson's disease (PD) are associated with a change in balance-keeping strategy and reflex disorders which regulate the maintenance of vertical body posture. Center of foot pressure (COP) displacement signals were analyzed during quiet standing experiments to define such changes. The research aimed to apply stock exchange indices based on the trend change analyses to the assessment of a level of the Parkinson disease progression on the grounds of the analysis of the COP signals. METHODS 30 patients in two stages of PD, 40 elderly participants, and 20 individuals at a young age were studied. Each person was subjected to 3 measurements with open and closed eyes. A technical analysis of the COP displacement signal was performed, and the following quantities were determined: indices related to the number of trend changes (TCI), indices defining a mean time (TCI_dT), and mean displacement (TCI_dS) and mean velocity (TCI_dV) between such changes. RESULTS The results indicate a higher TCI value for PD than for aged-matched control group (p < 0.05). In the case of PD patients, there was also an increase in the TCI_dS value by 2-5 mm, which mainly contributed to the increase in TCI_dV. Statistically significant differences for the TCI_dT values occurred between all groups in which differences in the average COP velocity were noted. CONCLUSIONS The TCI and TCI_dV results obtained for the healthy participants enabled the development of indices supporting PD diagnostics. The causes of the TCI_dV changes in patients were determined, i.e., whether they resulted from an increase in the TCI_dT or TCI_dS between the moments of trend changes indicated by the developed algorithm. The developed methodology provides new information on the impact of PD on the strategy of maintaining balance, which was impossible to obtain using currently used analyses. Trial registration The conducted research is an observational study and does not include a health care intervention. Participants gave their consent to participate in the research and the procedure was approved by the Institutional Bioethics Committee.
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Affiliation(s)
- Piotr Wodarski
- Department of Biomechatronics, Faculty of Biomedical Engineering, Silesian University of Technology, Gliwice, Poland
| | - Jacek Jurkojć
- Department of Biomechatronics, Faculty of Biomedical Engineering, Silesian University of Technology, Gliwice, Poland
| | - Justyna Michalska
- Department of Human Motor Behavior, Institute of Sport Sciences, Academy of Physical Education in Katowice, Katowice, Poland
| | - Anna Kamieniarz
- Department of Human Motor Behavior, Institute of Sport Sciences, Academy of Physical Education in Katowice, Katowice, Poland
| | - Grzegorz Juras
- Department of Human Motor Behavior, Institute of Sport Sciences, Academy of Physical Education in Katowice, Katowice, Poland
| | - Marek Gzik
- Department of Biomechatronics, Faculty of Biomedical Engineering, Silesian University of Technology, Gliwice, Poland
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18
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Romanato M, Guiotto A, Volpe D, Sawacha Z. Center of mass-based posturography for free living environment applications. Clin Biomech (Bristol, Avon) 2023; 104:105950. [PMID: 37030256 DOI: 10.1016/j.clinbiomech.2023.105950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/13/2023] [Accepted: 03/29/2023] [Indexed: 04/10/2023]
Abstract
BACKGROUND Postural assessment is crucial as risk of falling is a major health problem for the elderly. The most widely used devices are force and balance plates, while center of pressure is the most studied parameter as measure of neuromuscular imbalances of the body sway. In out-of-laboratory conditions, where the use of plates is unattainable, the center of mass can serve as an alternative. This work proposes a center of mass-based posturographic measurement for free living applications. METHODS Ten healthy and ten Parkinson's disease individuals (age = 26.1 ± 1.5, 70.4 ± 6.2 years, body mass index = 21.7 ± 2.2, 27.6 ± 2.8 kg/m2, respectively) participated in the study. A stereophotogrammetric system and a force plate were used to acquire the center of pressure and the 5th lumbar vertebra displacements during the Romberg test. The center of mass was estimated using anthropometric measures. Posturographic parameters were extracted from center of pressure, center of mass and 5th lumbar vertebra trajectories. Normalized root mean squared difference was used as metric to compare the trajectories; Spearman's correlation coefficient was computed among the posturographic parameters. FINDINGS Low values of the metric indicated a good agreement between 5th lumbar vertebra trajectory and both center of pressure and center of mass trajectories. Statistically significant correlations were found among the postural variables. INTERPRETATION A method to perform posturography tracking the movement of the 5th lumbar vertebra as an approximation of center of mass has been presented and validated. The method requires the solely kinematic tracking of one anatomical landmark with no need of plates for free living applications.
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Affiliation(s)
- M Romanato
- Department of Information Engineering, University of Padua, Padua, Italy
| | - A Guiotto
- Department of Information Engineering, University of Padua, Padua, Italy
| | - D Volpe
- Fresco Parkinson Center, Villa Margherita, S. Stefano, Vicenza, Italy
| | - Z Sawacha
- Department of Information Engineering, University of Padua, Padua, Italy; Department of Medicine, University of Padua, Padua, Italy.
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Wu SY, Lin TK, Pan CY, Tsai CL. The predictive relationships between advanced dynamic balance and physical activity/quality of life in Parkinson's disease. Hum Mov Sci 2023; 89:103076. [PMID: 36907068 DOI: 10.1016/j.humov.2023.103076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 03/04/2023] [Accepted: 03/05/2023] [Indexed: 03/12/2023]
Abstract
Gait and balance problems commonly occur in Parkinson's disease (PD). However, balance tasks with only one performance objective (e.g., sit-to-stand) may not be sufficient, compared to dual motor tasks (e.g., carrying a tray while walking), to be applied to the assessments and interventions which are designed to promote PD patients' balance functioning, physical activity (PA) and health-related quality of life (HQoL). The aim of this study, therefore, was to determine whether advanced dynamic balance, measured by a demanding motor-motor dual task, is a significant predictor of PA/HQoL in older adults with and without PD. Participants with (n = 22) and without (n = 23) PD were assessed using the Berg Balance Scale (BBS), the single leg hop and stick series task (SLHS), the Physical Activity Scale for the Elderly (PASE), and the Parkinson's Disease Questionnaire-39 (PDQ39). We calculated the R2 change, namely the incremental validity, between the multiple regression models before and after adding the scores on the BBS/SLHS. While controlling for biological and socioeconomic covariates, competence in the SLHS task provided moderate and large levels of incremental validity to PA (ΔR2 = 0.08, Cohen's f2 = 0.25, p = .035) and HQoL (ΔR2 = 0.13, Cohen's f2 = 0.65, p < .001), respectively. In particular for participants with PD, the SLHS explained significantly more variance in HQoL in relation to psychosocial functioning (ΔR2 = 0.25, Cohen's f2 = 0.42, p = .028) compared to the BBS (p = .296). Assessing advanced dynamic balance by means of a highly demanding dual-task paradigm was not only strongly associated with PA but also covered a wider spectrum of HQoL components. This approach is recommended for use in evaluations and interventions carried out in clinical and research settings in order to promote healthy living.
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Affiliation(s)
- Sz-Yan Wu
- Institute of Physical Education, Health and Leisure Studies, National Cheng Kung University, Taiwan; Department of Physical Therapy, Chung Shan Medical University, Taichung, Taiwan
| | - Tsu-Kung Lin
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taiwan; Center of Parkinson's Disease, Kaohsiung Chang Gung Memorial Hospital, Taiwan; Center for Mitochondrial Research and Medicine, Kaohsiung Chang Gung Memorial Hospital, Taiwan
| | - Chien-Yu Pan
- Department of Physical Education, National Kaohsiung Normal University, Taiwan
| | - Chia-Liang Tsai
- Institute of Physical Education, Health and Leisure Studies, National Cheng Kung University, Taiwan.
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Pongmala C, Roytman S, van Emde Boas M, Dickinson O, Kanel P, Bohnen NI. Composite measures of motor performance and self-efficacy are better determinants of postural instability and gait difficulties than individual clinical measures in Parkinson's disease. Parkinsonism Relat Disord 2023; 107:105251. [PMID: 36566525 PMCID: PMC10028594 DOI: 10.1016/j.parkreldis.2022.105251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/15/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Postural instability and gait difficulties (PIGD) are a significant cause of disability and loss of quality of life (QoL) in Parkinson's Disease. Most research on clinical predictors of PIGD measures have focused on individual clinical often motor performance variables, However, PIGD motor features often result in fear of falling (FoF) lowering a patient's mobility self-efficacy. The purpose of this study was to assess composite measures of motor and self-efficacy determinants PIGD motor features in PD and compare these to analysis of individual clinical metrics. METHODS 75 PD participants underwent detailed motor and non-motor test batteries. Principal component analysis (PCA) was used to identify clusters of covarying correlates of slow walking, imbalance, falls, freezing of gait, FoG and compare these to traditional univariate analyses. RESULTS A single PCA-derived composite measure of motor performance and self-efficacy of mobility was the most robust determinant of all PIGD motor features except for falls. In contrast, analysis of the individual clinical variables showed more limited and diverging findings, including evidence of better cognitive performance but more severe motor parkinsonian ratings in the fall group. CONCLUSION There are robust associations between composite measures of motor performance and self-efficacy of mobility and all PIGD motor features except for falls. Univariate analysis of individual clinical measures showed limited correlates of PIGD motor features. Patient's own perception of motor performance, FoF, and QoL deserve more attention as PIGD therapeutic targets in PD.
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Affiliation(s)
- Chatkaew Pongmala
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA; Functional Neuroimaging, Cognitive, and Mobility Laboratory, Departments of Radiology and Neurology, University of Michigan, Ann Arbor, MI, USA; Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA.
| | - Stiven Roytman
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA; Functional Neuroimaging, Cognitive, and Mobility Laboratory, Departments of Radiology and Neurology, University of Michigan, Ann Arbor, MI, USA
| | - Miriam van Emde Boas
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA; Functional Neuroimaging, Cognitive, and Mobility Laboratory, Departments of Radiology and Neurology, University of Michigan, Ann Arbor, MI, USA; Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA
| | - Olivia Dickinson
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA; Functional Neuroimaging, Cognitive, and Mobility Laboratory, Departments of Radiology and Neurology, University of Michigan, Ann Arbor, MI, USA
| | - Prabesh Kanel
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA; Functional Neuroimaging, Cognitive, and Mobility Laboratory, Departments of Radiology and Neurology, University of Michigan, Ann Arbor, MI, USA; Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA; Parkinson's Foundation Research Center of Excellence, University of Michigan, Ann Arbor, MI, USA
| | - Nicolaas I Bohnen
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA; Department of Neurology, University of Michigan, Ann Arbor, MI, USA; Functional Neuroimaging, Cognitive, and Mobility Laboratory, Departments of Radiology and Neurology, University of Michigan, Ann Arbor, MI, USA; Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI, USA; Parkinson's Foundation Research Center of Excellence, University of Michigan, Ann Arbor, MI, USA; Neurology Service and GRECC, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
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21
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Li Y, Zheng JJ, Wu X, Gao W, Liu CJ. Postural control of Parkinson's disease: A visualized analysis based on Citespace knowledge graph. Front Aging Neurosci 2023; 15:1136177. [PMID: 37032828 PMCID: PMC10080997 DOI: 10.3389/fnagi.2023.1136177] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 03/02/2023] [Indexed: 04/11/2023] Open
Abstract
Postural control impairment is one of the primary motor symptoms in patients with Parkinson's disease, leading to an increased risk of falling. Several studies have been conducted on postural control disorders in Parkinson's disease patients, but no relevant bibliometric analysis has been found. In this paper, the Web of Science Core Collection database was searched for 1,295 relevant papers on postural control in Parkinson's disease patients from December 2011 to December 2021. Based on the Citespace knowledge graph, these relevant papers over the last decade were analyzed from the perspectives of annual publication volume, countries and institutes cooperation, authors cooperation, dual-map overlay of journals, co-citation literature, and keywords. The purpose of this study was to explore the current research status, research hotspots, and frontiers in this field, and to provide a reference for further promoting the research on postural control in Parkinson's disease patients.
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Affiliation(s)
- Yan Li
- Department of Rehabilitation Medicine, Huadong Hospital, Fudan University, Shanghai, China
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Jie-Jiao Zheng
- Department of Rehabilitation Medicine, Huadong Hospital, Fudan University, Shanghai, China
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
- Shanghai Clinical Research Center for Rehabilitation Medicine, Shanghai, China
- *Correspondence: Jie-Jiao Zheng,
| | - Xie Wu
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
| | - Wen Gao
- Department of Rehabilitation Medicine, Huadong Hospital, Fudan University, Shanghai, China
- Shanghai Clinical Research Center for Rehabilitation Medicine, Shanghai, China
| | - Chan-Jing Liu
- Department of Sport Rehabilitation, Shanghai University of Sport, Shanghai, China
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Abstract
The frontal lobe is crucial and contributes to controlling truncal motion, postural responses, and maintaining equilibrium and locomotion. The rich repertoire of frontal gait disorders gives some indication of this complexity. For human walking, it is necessary to simultaneously achieve at least two tasks, such as maintaining a bipedal upright posture and locomotion. Particularly, postural control plays an extremely significant role in enabling the subject to maintain stable gait behaviors to adapt to the environment. To achieve these requirements, the frontal cortex (1) uses cognitive information from the parietal, temporal, and occipital cortices, (2) creates plans and programs of gait behaviors, and (3) acts on the brainstem and spinal cord, where the core posture-gait mechanisms exist. Moreover, the frontal cortex enables one to achieve a variety of gait patterns in response to environmental changes by switching gait patterns from automatic routine to intentionally controlled and learning the new paradigms of gait strategy via networks with the basal ganglia, cerebellum, and limbic structures. This chapter discusses the role of each area of the frontal cortex in behavioral control and attempts to explain how frontal lobe controls walking with special reference to postural control.
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Affiliation(s)
- Kaoru Takakusaki
- Department of Physiology, Division of Neuroscience, Asahikawa Medical University, Asahikawa, Japan.
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Halakoo S, Ehsani F, Hosnian M, Kheirkhahan A, Samaei A, Emadi A. The comparative effects of anodal and cathodal trans-cranial direct current stimulation on balance and posture: A systematic review of literature and meta-analysis. J Clin Neurosci 2023; 107:68-76. [PMID: 36516671 DOI: 10.1016/j.jocn.2022.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 10/31/2022] [Accepted: 12/01/2022] [Indexed: 12/14/2022]
Abstract
Application of anodal trans-cranial direct current stimulation (a-tDCS) versus cathodal tDCS (c-tDCS) can influence the physiological results of tDCS intervention on postural control and balance in patients or healthy adults. According to the evidence, some studies demonstrated that postural control or balance is facilitated by the application of the a-tDCS more than the c-tDCS. On the other hand, some studies indicated that there were no significant differences between a-tDCS and c-tDCS. In contrast, other studies have shown a more significant effect of c-tDCS than a-tDCS on postural control and balance. This study aimed to systematically review the studies which investigated the effectiveness of a-tDCS and c-tDCS intervention on postural control and balance. The search was performed from databases in Google Scholar, PubMed, Elsevier, Medline, Ovid, and Science Direct with the keywords of balance, balance test, postural control, postural stability, postural sway, posture, postural balance, trans-cranial direct current stimulation, tDCS, neuromodulator, neurostimulation, tDCS, a-tDCS or anodal tDCS, c-tDCS or cathodal tDCS from 2000 to 2022. The results confirmed that the study population was a key factor in determining the study's findings. Data meta-analysis showed no significant differences between active tDCS and sham tDCS on postural control in healthy individuals (P > 0.05). In addition, the results indicated the efficacy of both a-tDCS over the affected motor cortex (M1) and c-tDCS over unaffected M1 as compared to sham tDCS on postural improvement in patients with stroke (P < 0.05), however, there were no differences between the two techniques on posture and balance in these patients.
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Affiliation(s)
- Sara Halakoo
- Neuromuscular Rehabilitation Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Fatemeh Ehsani
- Neuromuscular Rehabilitation Research Center, Semnan University of Medical Sciences, Semnan, Iran.
| | - Motahareh Hosnian
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Afshin Samaei
- Neuromuscular Rehabilitation Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Alireza Emadi
- Food Safety Research Center (salt), Semnan University of Medical Sciences, Semnan, Iran
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Leroy T, Baggen RJ, Lefeber N, Herssens N, Santens P, De Letter M, Maes L, Bouche K, Van Bladel A. Effects of Oral Levodopa on Balance in People with Idiopathic Parkinson's Disease. JOURNAL OF PARKINSON'S DISEASE 2023; 13:3-23. [PMID: 36617752 PMCID: PMC9912739 DOI: 10.3233/jpd-223536] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/17/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Balance impairment is a frequent cause of morbidity and mortality in people with Parkinson's disease (PD). As opposed to the effects of appendicular motor symptoms, the effects of Levodopa on balance impairment in idiopathic PD are less clear. OBJECTIVE To review the literature on the effects of oral Levodopa on clinical balance test performance, posturography, step initiation, and responses to perturbation in people with idiopathic PD (PwPD). METHODS A systematic search of three scientific databases (Pubmed, Embase, and Web of Science) was conducted in accordance with PRISMA guidelines. For the pilot meta-analysis, standardized mean differences with 95% confidence intervals were calculated using an inverse variance random effects model. Data not suitable for implementation in the meta-analysis (missing means or standard deviations, and non-independent outcomes) were analyzed narratively. RESULTS A total of 2772 unique studies were retrieved, of which 18 met the eligibility criteria and were analyzed, including data of 710 idiopathic PwPD. Levodopa had a significant positive effect on the Berg Balance Scale, the Push and Release test, and jerk and frequency parameters during posturography. In contrast, some significant negative effects on velocity-based sway parameters were found during posturography and step initiation. However, Levodopa had no significant effect on most step initiation- and all perturbation parameters. CONCLUSION The effects of Levodopa on balance in PwPD vary depending on the outcome parameters and patient inclusion criteria. A systematic approach with well-defined outcome parameters, and prespecified, sensitive and reliable tests is needed in future studies to unravel the effects of oral Levodopa on balance.
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Affiliation(s)
- Tim Leroy
- Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Remco J. Baggen
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
| | - Nina Lefeber
- Rehabilitation Research Group, Department of Physiotherapy, Human Physiology and Anatomy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Nolan Herssens
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
- Space Medicine Team, European Astronaut Centre, European Space Agency, Cologne, Germany
| | - Patrick Santens
- Department of Neurology, Ghent University Hospital, Ghent, Belgium
- Research Group BrainComm, Ghent University, Ghent, Belgium
| | - Miet De Letter
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
- Research Group BrainComm, Ghent University, Ghent, Belgium
| | - Leen Maes
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
- Department of Otorhinolaryngology, Ghent University Hospital, Ghent, Belgium
| | - Katie Bouche
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
- Department of Physical and Rehabilitation Medicine, Ghent University Hospital, Ghent, Belgium
| | - Anke Van Bladel
- Department of Rehabilitation Sciences, Ghent University, Ghent, Belgium
- Department of Physical and Rehabilitation Medicine, Ghent University Hospital, Ghent, Belgium
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Cristini J, Parwanta Z, De las Heras B, Medina-Rincon A, Paquette C, Doyon J, Dagher A, Steib S, Roig M. Motor Memory Consolidation Deficits in Parkinson's Disease: A Systematic Review with Meta-Analysis. JOURNAL OF PARKINSON'S DISEASE 2023; 13:865-892. [PMID: 37458048 PMCID: PMC10578244 DOI: 10.3233/jpd-230038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/21/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND The ability to encode and consolidate motor memories is essential for persons with Parkinson's disease (PD), who usually experience a progressive loss of motor function. Deficits in memory encoding, usually expressed as poorer rates of skill improvement during motor practice, have been reported in these patients. Whether motor memory consolidation (i.e., motor skill retention) is also impaired is unknown. OBJECTIVE To determine whether motor memory consolidation is impaired in PD compared to neurologically intact individuals. METHODS We conducted a pre-registered systematic review (PROSPERO: CRD42020222433) following PRISMA guidelines that included 46 studies. RESULTS Meta-analyses revealed that persons with PD have deficits in retaining motor skills (SMD = -0.17; 95% CI = -0.32, -0.02; p = 0.0225). However, these deficits are task-specific, affecting sensory motor (SMD = -0.31; 95% CI -0.47, -0.15; p = 0.0002) and visuomotor adaptation (SMD = -1.55; 95% CI = -2.32, -0.79; p = 0.0001) tasks, but not sequential fine motor (SMD = 0.17; 95% CI = -0.05, 0.39; p = 0.1292) and gross motor tasks (SMD = 0.04; 95% CI = -0.25, 0.33; p = 0.7771). Importantly, deficits became non-significant when augmented feedback during practice was provided, and additional motor practice sessions reduced deficits in sensory motor tasks. Meta-regression analyses confirmed that deficits were independent of performance during encoding, as well as disease duration and severity. CONCLUSION Our results align with the neurodegenerative models of PD progression and motor learning frameworks and emphasize the importance of developing targeted interventions to enhance motor memory consolidation in PD.
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Affiliation(s)
- Jacopo Cristini
- Memory and Motor Rehabilitation Laboratory (MEMORY-LAB), Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR), Laval, QC, Canada
- School of Physical and Occupational Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Zohra Parwanta
- Memory and Motor Rehabilitation Laboratory (MEMORY-LAB), Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR), Laval, QC, Canada
- School of Physical and Occupational Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Bernat De las Heras
- Memory and Motor Rehabilitation Laboratory (MEMORY-LAB), Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR), Laval, QC, Canada
- School of Physical and Occupational Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Almudena Medina-Rincon
- Memory and Motor Rehabilitation Laboratory (MEMORY-LAB), Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR), Laval, QC, Canada
- Grupo de investigación iPhysio, San Jorge University, Zaragoza, Aragón, Spain
- Department of Physiotherapy, San Jorge University, Zaragoza, Aragón, Spain
| | - Caroline Paquette
- Department of Kinesiology & Physical Education, McGill University, Montreal, QC,Canada
- Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR), Laval, QC, Canada
| | - Julien Doyon
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Alain Dagher
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
| | - Simon Steib
- Department of Human Movement, Training and Active Aging, Institute of Sports and Sports Sciences, Heidelberg University, Heidelberg, Germany
| | - Marc Roig
- Memory and Motor Rehabilitation Laboratory (MEMORY-LAB), Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR), Laval, QC, Canada
- School of Physical and Occupational Therapy, Faculty of Medicine, McGill University, Montreal, QC, Canada
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26
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Onset of Postural Instability in Parkinson's Disease Depends on Age rather than Disease Duration. PARKINSON'S DISEASE 2022; 2022:6233835. [PMID: 36506486 PMCID: PMC9734006 DOI: 10.1155/2022/6233835] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 11/14/2022] [Accepted: 11/18/2022] [Indexed: 12/04/2022]
Abstract
Background Postural instability and falls are considered a major factor of impaired quality of life in patients with advanced Parkinson's disease (PD). The knowledge of the time at which postural instability occurs will help to provide the evidence required to introduce fall-prevention strategies at the right time in PD. Objective To investigate whether postural instability of patients with different age at disease onset is associated with age or with disease duration of PD. Methods Patients diagnosed with sporadic PD between 1991 and 2017 and postural instability (according to the International Parkinson and Movement Disorder Society Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III, item 3.12 postural instability) were included, with strict inclusion criteria including regular follow-ups, agreement on data use, and exclusion of comorbidities affecting the free stand. Results Applying these strict inclusion criteria, we included 106 patients. Those younger than 50 years at PD onset took significantly longer to develop postural instability (n = 23 patients, median: 18.4 years) compared with patients with later onset of PD (50-70 years, n = 66, median: 14.2 years, p < 0.001; and >70 years, n = 17, median: 5.7 years, p < 0.001, Kruskal-Wallis test followed by Dunn's multiple comparisons test). There was no association between total MDS-UPDRS III (as a measure of motor symptom severity) at onset of postural instability. Conclusions In PD, postural instability is primarily associated with the age of the patient and not with disease duration.
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Kelemen A, Halász L, Muthuraman M, Erőss L, Barsi P, Zádori D, Laczó B, Kis D, Klivényi P, Fekete G, Bognár L, Bereczki D, Tamás G. Clinical parameters predict the effect of bilateral subthalamic stimulation on dynamic balance parameters during gait in Parkinson's disease. Front Neurol 2022; 13:917187. [PMID: 36226087 PMCID: PMC9549153 DOI: 10.3389/fneur.2022.917187] [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: 04/10/2022] [Accepted: 08/29/2022] [Indexed: 11/23/2022] Open
Abstract
We investigated the effect of deep brain stimulation on dynamic balance during gait in Parkinson's disease with motion sensor measurements and predicted their values from disease-related factors. We recruited twenty patients with Parkinson's disease treated with bilateral subthalamic stimulation for at least 12 months and 24 healthy controls. Six monitors with three-dimensional gyroscopes and accelerometers were placed on the chest, the lumbar region, the two wrists, and the shins. Patients performed the instrumented Timed Up and Go test in stimulation OFF, stimulation ON, and right- and left-sided stimulation ON conditions. Gait parameters and dynamic balance parameters such as double support, peak turn velocity, and the trunk's range of motion and velocity in three dimensions were analyzed. Age, disease duration, the time elapsed after implantation, the Hoehn-Yahr stage before and after the operation, the levodopa, and stimulation responsiveness were reported. We individually calculated the distance values of stimulation locations from the subthalamic motor center in three dimensions. Sway values of static balance were collected. We compared the gait parameters in the OFF and stimulation ON states and controls. With cluster analysis and a machine-learning-based multiple regression method, we explored the predictive clinical factors for each dynamic balance parameter (with age as a confounder). The arm movements improved the most among gait parameters due to stimulation and the horizontal and sagittal trunk movements. Double support did not change after switching on the stimulation on the group level and did not differ from control values. Individual changes in double support and horizontal range of trunk motion due to stimulation could be predicted from the most disease-related factors and the severity of the disease; the latter also from the stimulation-related changes in the static balance parameters. Physiotherapy should focus on double support and horizontal trunk movements when treating patients with subthalamic deep brain stimulation.
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Affiliation(s)
- Andrea Kelemen
- Department of Neurology, Semmelweis University, Budapest, Hungary
| | - László Halász
- National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Muthuraman Muthuraman
- Biomedical Statistics and Multimodal Signal Processing Unit, Department of Neurology, University Medical Center of Johannes Gutenberg University Mainz, Mainz, Germany
| | - Loránd Erőss
- National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Péter Barsi
- Department of Neuroradiology, Medical Imaging Centre, Semmelweis University, Budapest, Hungary
| | - Dénes Zádori
- Department of Neurology, University of Szeged, Szeged, Hungary
| | - Bence Laczó
- Department of Neurology, University of Szeged, Szeged, Hungary
| | - Dávid Kis
- Department of Neurosurgery, University of Szeged, Szeged, Hungary
| | - Péter Klivényi
- Department of Neurology, University of Szeged, Szeged, Hungary
| | - Gábor Fekete
- Department of Neurosurgery, University of Debrecen, Debrecen, Hungary
| | - László Bognár
- Department of Neurosurgery, University of Debrecen, Debrecen, Hungary
| | - Dániel Bereczki
- Department of Neurology, Semmelweis University, Budapest, Hungary
| | - Gertrúd Tamás
- Department of Neurology, Semmelweis University, Budapest, Hungary
- *Correspondence: Gertrúd Tamás
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Ragothaman A, Mancini M, Nutt JG, Fair DA, Miranda-Dominguez O, Horak FB. Resting state functional networks predict different aspects of postural control in Parkinson's disease. Gait Posture 2022; 97:122-129. [PMID: 35931013 DOI: 10.1016/j.gaitpost.2022.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 06/17/2022] [Accepted: 07/05/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Parkinson's disease (PD) is a neurodegenerative disorder causing postural control impairments. Postural control involves multiple domains, such as control of postural sway in stance, automatic postural responses (APRs) and anticipatory postural adjustments (APAs). We hypothesize that impairments in each postural domain is associated with resting-state functional connectivity (rsFC), accounted by predictive modeling and that cortical and cerebellar networks would predict postural control in people with PD (PwPD). OBJECTIVE To determine whether rsFC can predict three domains of postural control independently in PwPD and older adults (OA) based on predictive accuracy of models. METHODS The cohort consisted of 65 PwPD (67.7 +8.1 age) tested in their OFF-state and 42 OA (69.7 +8.2 age). Six body-worn, inertial sensors measured postural sway area while standing on foam, step length of APRs to a backward push-and-release perturbation, and magnitude of lateral APAs prior to voluntary gait initiation. Resting state-fMRI data was reported on 384 regions of interest that were grouped into 13 functional brain networks. Associations between rsFC and postural metrics were characterized using predictive modeling, with an independent training (n = 67) and validation (n = 40) dataset. Models were trained in the training sample and performance of the best model was validated in the independent test dataset. RESULTS rsFC of different brain networks predicted each domain of postural control in PD: Frontoparietal and Ventral Attention rsFC for APAs; Cerebellar-Subcortical and Visual rsFC and Auditory and Cerebellar-Subcortical rsFC for APRs; Ventral Attention and Ventral Multimodal rsFC for postural sway. In OA, CinguloOpercular and Somatomotor rsFC predicted APAs. CONCLUSIONS Our findings suggest that cortical networks predict postural control in PD and there is little overlap in brain network connectivities that predict different domains of postural control, given the rsFC methodology used. PwPD use different cortical networks for APAs compared to OA.
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Affiliation(s)
| | - Martina Mancini
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR 97239, USA; Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA
| | - John G Nutt
- Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Damien A Fair
- Masonic Institute for the Developing Brain (MIDB), University of Minnesota, Minneapolis, MN 55455, USA; Institute of Child Development, College of Education and Human Development, University of Minnesota, Minneapolis, MN 55455, USA; Department of Pediatrics, University of Minnesota Medical School, University of Minnesota, Minneapolis, MN 55455, USA; Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA
| | - Oscar Miranda-Dominguez
- Masonic Institute for the Developing Brain (MIDB), University of Minnesota, Minneapolis, MN 55455, USA; Department of Pediatrics, University of Minnesota Medical School, University of Minnesota, Minneapolis, MN 55455, USA
| | - Fay B Horak
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR 97239, USA; Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA.
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Effects on intermittent postural control in people with Parkinson's due to a dual task. Hum Mov Sci 2022; 83:102947. [DOI: 10.1016/j.humov.2022.102947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 12/05/2021] [Accepted: 03/17/2022] [Indexed: 11/20/2022]
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30
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Marchesi G, De Luca A, Squeri V, De Michieli L, Vallone F, Pilotto A, Leo A, Casadio M, Canessa A. A Lifespan Approach to Balance in Static and Dynamic Conditions: The Effect of Age on Balance Abilities. Front Neurol 2022; 13:801142. [PMID: 35265025 PMCID: PMC8899125 DOI: 10.3389/fneur.2022.801142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 01/05/2022] [Indexed: 11/23/2022] Open
Abstract
Postural control is a complex sensorimotor skill that is fundamental to our daily life. The abilities to maintain and recover balance degrade with age. However, the time decay of balance performance with age is not well understood. In this study, we aim at quantifying the age-dependent changes in standing balance under static and dynamic conditions. We tested 272 healthy subjects with ages ranging from 20 to 90. Subjects maintained the upright posture while standing on the robotic platform hunova®. In the evaluation of static balance, subjects stood on the fixed platform both with eyes open (EO) and eyes closed (EC). In the dynamic condition, subjects stood with eyes open on the moving foot platform that provided three different perturbations: (i) an inclination proportional to the center of pressure displacements, (ii) a pre-defined predictable motion, and (iii) an unpredictable and unexpected tilt. During all these tests, hunova® measured the inclination of the platform and the displacement of the center of pressure, while the trunk movements were recorded with an accelerometer placed on the sternum. To quantify balance performance, we computed spatio-temporal parameters typically used in clinical environments from the acceleration measures: mean velocity, variability of trunk motion, and trunk sway area. All subjects successfully completed all the proposed exercises. Their motor performance in the dynamic balance tasks quadratically changed with age. Also, we found that the reliance on visual feedback is not age-dependent in static conditions. All subjects well-tolerated the proposed protocol independently of their age without experiencing fatigue as we chose the timing of the evaluations based on clinical needs and routines. Thus, this study is a starting point for the definition of robot-based assessment protocols aiming at detecting the onset of age-related standing balance deficits and allowing the planning of tailored rehabilitation protocols to prevent falls in older adults.
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Affiliation(s)
- Giorgia Marchesi
- Spinal Cord Italian Lab (SCIL), Unità Spinale Unipolare, Santa Corona Hospital, Pietra Ligure, Italy.,Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Genoa, Italy
| | | | | | | | - Francesco Vallone
- Department of Geriatric Care, Orthogeriatrics and Rehabilitation, Galliera Hospital, Genoa, Italy
| | - Alberto Pilotto
- Department of Geriatric Care, Orthogeriatrics and Rehabilitation, Galliera Hospital, Genoa, Italy
| | - Alessandra Leo
- Unità Spinale Unipolare, Ospedale Metropolitano Niguarda, Milan, Italy
| | - Maura Casadio
- Spinal Cord Italian Lab (SCIL), Unità Spinale Unipolare, Santa Corona Hospital, Pietra Ligure, Italy.,Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Genoa, Italy
| | - Andrea Canessa
- Spinal Cord Italian Lab (SCIL), Unità Spinale Unipolare, Santa Corona Hospital, Pietra Ligure, Italy.,Department of Informatics, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Genoa, Italy
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Kelemen A, Halász L, Erőss L, Rudas G, Muthuraman M, Zádori D, Laczó B, Kis D, Klivényi P, Fekete G, Bognár L, Bereczki D, Tamás G. Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson's disease: A cross-sectional study. PLoS One 2022; 17:e0264114. [PMID: 35196348 PMCID: PMC8865658 DOI: 10.1371/journal.pone.0264114] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 02/03/2022] [Indexed: 01/16/2023] Open
Abstract
Background Balance impairment in Parkinson’s disease is multifactorial and its changes due to subthalamic stimulation vary in different studies. Objective We aimed to analyze the combination of predictive clinical factors of balance impairment in patients with Parkinson’s disease treated with bilateral subthalamic stimulation for at least one year. Methods We recruited 24 patients with Parkinson’s disease treated with bilateral subthalamic stimulation and 24 healthy controls. They wore an Opal monitor (APDM Inc.) consisting of three-dimensional gyroscopes and accelerometers in the lumbar region. We investigated four stimulation conditions (bilateral stimulation OFF, bilateral stimulation ON, and unilateral right- and left-sided stimulation ON) with four tests: stance on a plain ground with eyes open and closed, stance on a foam platform with eyes open and closed. Age, disease duration, the time elapsed after implantation, levodopa, and stimulation responsiveness were analyzed. The distance of stimulation location from the subthalamic motor center was calculated individually in each plane of the three dimensions. We analyzed the sway values in the four stimulation conditions in the patient group and compared them with the control values. We explored factor combinations (with age as confounder) in the patient group predictive for imbalance with cluster analysis and a machine‐learning‐based multiple regression method. Results Sway combined from the four tasks did not differ in the patients and controls on a group level. The combination of the disease duration, the preoperative levodopa responsiveness, and the stimulation responsiveness predicted individual stimulation-induced static imbalance. The more affected patients had more severe motor symptoms; primarily, the proprioceptive followed by visual sensory feedback loss provoked imbalance in them when switching on the stimulation. Conclusions The duration of the disease, the severity of motor symptoms, the levodopa responsiveness, and additional sensory deficits should be carefully considered during preoperative evaluation to predict subthalamic stimulation-induced imbalance in Parkinson’s disease.
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Affiliation(s)
- Andrea Kelemen
- Department of Neurology, Semmelweis University, Budapest, Hungary
| | - László Halász
- National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Loránd Erőss
- National Institute of Clinical Neurosciences, Budapest, Hungary
| | - Gábor Rudas
- MR Research Centre, Semmelweis University, Budapest, Hungary
| | - Muthuraman Muthuraman
- Biomedical Statistics and Multimodal Signal Processing Unit, Department of Neurology, University Medical Center of Johannes Gutenberg University Mainz, Mainz, Germany
| | - Dénes Zádori
- Department of Neurology, University of Szeged, Szeged, Hungary
| | - Bence Laczó
- Department of Neurology, University of Szeged, Szeged, Hungary
| | - Dávid Kis
- Department of Neurosurgery, University of Szeged, Szeged, Hungary
| | - Péter Klivényi
- Department of Neurology, University of Szeged, Szeged, Hungary
| | - Gábor Fekete
- Department of Neurosurgery, University of Debrecen, Debrecen, Hungary
| | - László Bognár
- Department of Neurosurgery, University of Debrecen, Debrecen, Hungary
| | - Dániel Bereczki
- Department of Neurology, Semmelweis University, Budapest, Hungary
| | - Gertrúd Tamás
- Department of Neurology, Semmelweis University, Budapest, Hungary
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Mylius V, Maes L, Negele K, Schmid C, Sylvester R, Brook CS, Brugger F, Perez-Lloret S, Bansi J, Aminian K, Paraschiv-Ionescu A, Gonzenbach R, Brugger P. Dual-Task Treadmill Training for the Prevention of Falls in Parkinson's Disease: Rationale and Study Design. FRONTIERS IN REHABILITATION SCIENCES 2022; 2:774658. [PMID: 36188827 PMCID: PMC9397829 DOI: 10.3389/fresc.2021.774658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 12/22/2021] [Indexed: 11/13/2022]
Abstract
Various factors, such as fear of falling, postural instability, and altered executive function, contribute to the high risk of falling in Parkinson's disease (PD). Dual-task training is an established method to reduce this risk. Motor-perceptual task combinations typically require a patient to walk while simultaneously engaging in a perceptual task. Motor-executive dual-tasking (DT) combines locomotion with executive function tasks. One augmented reality treadmill training (AR-TT) study revealed promising results of a perceptual dual-task training with a markedly reduced frequency of falls especially in patients with PD. We here propose to compare the effects of two types of concurrent tasks, perceptual and executive, on high-intensity TT). Patients will be trained with TT alone, in combination with an augmented reality perceptual DT (AR-TT) or with an executive DT (Random Number Generation; RNG-TT). The results are expected to inform research on therapeutic strategies for the training of balance in PD.
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Affiliation(s)
- Veit Mylius
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
- Department of Neurology, Philipps University, Marburg, Germany
- Department of Neurology, Kantonsspital St. Gallen, St. Gallen, Switzerland
- *Correspondence: Veit Mylius
| | - Laura Maes
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
| | - Katrin Negele
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
| | - Christine Schmid
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
| | - Ramona Sylvester
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
| | | | - Florian Brugger
- Department of Neurology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - Santiago Perez-Lloret
- Biomedical Research Center (CAECIHS-UAI), National Research Council (CONICET), Buenos Aires, Argentina
- Facultad de Medicina, Pontificia Universidad Católica Argentina, Buenos Aires, Argentina
- Departamento de Fisiología, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Jens Bansi
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
- Department of Health, Physiotherapy, OST–Eastern Swiss University of Applied Sciences, St. Gallen, Switzerland
| | - Kamiar Aminian
- Laboratory of Movement Analysis and Measurement, EPFL, Lausanne, Switzerland
| | | | - Roman Gonzenbach
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
| | - Peter Brugger
- Department of Neurology, Center for Neurorehabilitation, Valens, Switzerland
- Department of Psychiatry, University of Zurich, Zurich, Switzerland
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Coelho DB, de Oliveira CEN, Guimarães MVC, Ribeiro de Souza C, dos Santos ML, de Lima-Pardini AC. A systematic review on the effectiveness of perturbation-based balance training in postural control and gait in Parkinson’s disease. Physiotherapy 2022; 116:58-71. [DOI: 10.1016/j.physio.2022.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 12/29/2021] [Accepted: 02/17/2022] [Indexed: 10/19/2022]
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Boddy A, Mitchell K, Ellison J, Brewer W, Perry LA. Reliability and validity of modified Four Square Step Test (mFSST) performance in individuals with Parkinson’s disease. Physiother Theory Pract 2022; 39:1038-1043. [PMID: 35098864 DOI: 10.1080/09593985.2022.2031360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Parkinson's disease (PD) is a complex disorder marked with non-motor and motor impairments, including gait abnormalities and postural instability. As a result of balance dysfunction and postural instability, falls and injuries are common composite impairments of PD. The modified Four Square Step Test (mFSST) replaces the canes utilized in the traditional Four Square Step Test (FSST) with tape to evaluate dynamic standing balance while stepping in multiple directions. PURPOSE Determine the reliability and validity of the mFSST in individuals with PD. METHODS Twenty-seven participants diagnosed with PD on medication H&Y I-III, mean age 73.07 ± 6.4, completed the FSST and mFSST. Participants performed both assessments two times using the fastest time for interrater reliability and concurrent validity. To determine the test-retest reliability, participants performed the mFSST again 20-60 min following initial assessment. RESULTS The interrater and test-retest reliability was excellent (r = 0.916-0.999, ICC2,2 = 0.96-0.99). The mFSST and FSST were highly correlated for concurrent validity (r = 0.823, p < .01). CONCLUSION The mFSST demonstrates excellent reliability and validity while assessing dynamic standing balance in individuals with PD. The mFSST can be completed while requiring little equipment, space, and time in multiple rehabilitation settings.
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Affiliation(s)
- Anne Boddy
- Department of Physical Therapy, Baylor University, Waco, TX, USA
| | - Katy Mitchell
- Physical Therapy Department, Texas Woman’s University, Houston, TX, USA
| | - Jennifer Ellison
- Physical Therapy Department, Texas Woman’s University, Houston, TX, USA
| | - Wayne Brewer
- Physical Therapy Department, Texas Woman’s University, Houston, TX, USA
| | - Lindsay A. Perry
- Physical Therapy Department, University of St Augustine, Augustine, FL, USA
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Yu X, Jiang HY, Zhang CX, Jin ZH, Gao L, Wang RD, Fang JP, Su Y, Xi JN, Fang BY. The Role of the Diaphragm in Postural Stability and Visceral Function in Parkinson's Disease. Front Aging Neurosci 2022; 13:785020. [PMID: 35002681 PMCID: PMC8733584 DOI: 10.3389/fnagi.2021.785020] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 11/29/2021] [Indexed: 11/25/2022] Open
Abstract
Background: In normal subjects, the diaphragm plays a key functional role in postural stability, articulation, respiration, defecation, and urination. Objectives: The aim of this study was to investigate the role of the diaphragm in postural stability and visceral function in patients with Parkinson’s disease (PD) and to compare the diaphragm function by gender, Hoehn and Yahr (H&Y) staging, and motor subtypes. Methods: In total, 79 patients were enrolled in this cross-sectional study. The severity of the disease was assessed by the Movement Disorder Society-Unified Parkinson’s Disease Rating Scale III and by H&Y staging. Postural stability was quantitatively recorded, and respiratory function was evaluated by spirometry. Several scales were used to evaluate visceral function in patients with PD. In addition, diaphragm ultrasound was used to measure the excursion, contraction velocity, and thickness of the diaphragm during quiet breathing, deep breathing, and the sniff test. Significant features were selected by the least absolute shrinkage and selection operator (LASSO) regression and fitted in the multivariate linear regression and Pearson’s correlation analysis. Results: Diaphragm thickness and excursion during quiet breathing were significantly different between men and women and between H&Y stage 1–2 and stage 2.5–3, whereas the diaphragm function was not influenced by motor subtypes. It was shown that the diaphragmatic function was significantly correlated with postural stability, voice function, respiratory function, constipation, and urological function to varying degrees in patients with PD. Conclusion: The diaphragmatic function is associated with dysfunction in PD although it remains unclear as to whether the observed changes in the diaphragm are primary or secondary.
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Affiliation(s)
- Xin Yu
- Beijing Rehabilitation Medical College, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Hong-Ying Jiang
- Department of Respiratory Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Chen-Xi Zhang
- Department of Respiratory Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Zhao-Hui Jin
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Lei Gao
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Rui-Dan Wang
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Jin-Ping Fang
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Yuan Su
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Jia-Ning Xi
- Department of Respiratory Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
| | - Bo-Yan Fang
- Parkinson Medical Center, Beijing Rehabilitation Hospital, Capital Medical University, Beijing, China
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36
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Amorese AJ, Ryan AS. Home-Based Tele-Exercise in Musculoskeletal Conditions and Chronic Disease: A Literature Review. FRONTIERS IN REHABILITATION SCIENCES 2022; 3:811465. [PMID: 36188988 PMCID: PMC9397976 DOI: 10.3389/fresc.2022.811465] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 01/28/2022] [Indexed: 01/28/2023]
Abstract
Exercise training is an essential component in the treatment or rehabilitation of various diseases and conditions. However, barriers to exercise such as the burdens of travel or time may hinder individuals' ability to participate in such training programs. Advancements in technology have allowed for remote, home-based exercise training to be utilized as a supplement or replacement to conventional exercise training programs. Individuals in these home-based exercise programs are able to do so under varying levels of supervision from trained professionals, with some programs having direct supervision, and others having little to no supervision at all. The purpose of this review is to examine the use of home-based, tele-exercise training programs for the treatment of different disease states and conditions, and how these programs compare to conventional clinic-based exercise training programs.
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Affiliation(s)
- Adam J Amorese
- Baltimore Veterans Affairs (VA) Medical Center, Geriatric Research, Education and Clinical Center (GRECC), VA Maryland Health Care System, Baltimore, MD, United States
| | - Alice S Ryan
- Baltimore Veterans Affairs (VA) Medical Center, Geriatric Research, Education and Clinical Center (GRECC), VA Maryland Health Care System, Baltimore, MD, United States.,VA Research Service, Baltimore GRECC, Department of Medicine, Division of Geriatrics and Palliative Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
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37
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Silva FD, Alvarez AM, Nunes SFL, Silva MEM, Santos SMAD. Avaliação do risco de quedas entre pessoas com doença de Parkinson. ESCOLA ANNA NERY 2022. [DOI: 10.1590/2177-9465-ean-2021-0131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
RESUMO Objetivo identificar os fatores associados ao risco de quedas entre as pessoas com doença de Parkinson cadastradas na Associação Parkinson Santa Catarina. Método estudo transversal exploratório descritivo e de abordagem quantitativa, realizado com 53 pessoas cadastradas na Associação Parkinson Santa Catarina, no município de Florianópolis, Brasil, no período de junho a setembro de 2019. Foram aplicados questionário sociodemográfico, Escala de Hoehn e Yahr, Mini Exame do Estado Mental e Teste de Rastreio do Risco de Queda no Idoso. Os dados foram tabulados e analisados por meio do Sistema online de Ensino-Aprendizagem de Estatística SEstatNet®. Resultados foram identificados fatores de risco, como sexo, aumento da idade, redução da força muscular, instabilidade postural e diminuição da velocidade da marcha. Em relação aos estágios da doença, foi constatado que em todos houve piora da velocidade da marcha e o medo de cair é constante, aumentando com o agravamento da doença e o tempo de diagnóstico. Conclusão e implicações para a prática ao aprofundar o estudo do tema, o enfermeiro consegue compreender os acometimentos motores que levam à fragilização e à queda em pessoas com doença de Parkinson, elaborando estratégias para preveni-las.
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Domingos J, de Lima ALS, Steenbakkers-van der Pol T, Godinho C, Bloem BR, de Vries NM. Boxing with and without Kicking Techniques for People with Parkinson's Disease: An Explorative Pilot Randomized Controlled Trial. JOURNAL OF PARKINSON'S DISEASE 2022; 12:2585-2593. [PMID: 36245387 PMCID: PMC9837687 DOI: 10.3233/jpd-223447] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/25/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND People with Parkinson's disease (PD) benefit from boxing exercise. Adding kicking variations to the boxing may provide additional benefit to improve balance. However, the benefits and adherence to such trainings is unknown. OBJECTIVE To explore the feasibility, safety, and benefits on balance of boxing training combined with kicking techniques in comparison to boxing without kicking in PD. METHODS Participants were randomized to group-based boxing training with kicking techniques (BK) or to group-based boxing alone training (BO). Both groups trained for one hour, once a week, for a period of 10 weeks. Participants were assessed at baseline and ten weeks post-intervention for difference in balance, fear of falling, balance confidence, walking ability, and quality of life. RESULTS Twenty-nine people with PD (median age 64 years; median disease duration 5 years) participated. Both interventions were feasible and acceptable for all participants. No adverse events occurred. Most participants (BK 80%; BO 75%) were satisfied with the training. We found no significant between group difference on either the primary (Mini-BEST) or secondary outcomes. The within group comparison showed that balance improved in both groups after the intervention (BK 22.60 (2.7) to 25.33 (2.64) p = 0.02; BO 23.09 (3.44) to 25.80 (2.39); p = 0.01 on the Mini BEST test). CONCLUSION Both types of boxing seem to be feasible and safe. Adding kicking techniques to boxing does not improve balance significantly more than boxing alone. Incorporation of kicking may be a valuable addition to the exercise therapy repertoire.
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Affiliation(s)
- Josefa Domingos
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Nijmegen, The Netherlands
- Grupo de Patologia Médica, Nutrição e Exercício Clínico (PaMNEC) do Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Monte de Caparica, Portugal
| | - Ana Ligia Silva de Lima
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Nijmegen, The Netherlands
| | - Tessa Steenbakkers-van der Pol
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Nijmegen, The Netherlands
| | - Catarina Godinho
- Grupo de Patologia Médica, Nutrição e Exercício Clínico (PaMNEC) do Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Monte de Caparica, Portugal
| | - Bastiaan R. Bloem
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Nijmegen, The Netherlands
| | - Nienke M. de Vries
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Center of Expertise for Parkinson and Movement Disorders, Nijmegen, The Netherlands
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Ragothaman A, Miranda-Dominguez O, Brumbach BH, Giritharan A, Fair DA, Nutt JG, Mancini M, Horak FB. Relationship Between Brain Volumes and Objective Balance and Gait Measures in Parkinson's Disease. JOURNAL OF PARKINSON'S DISEASE 2022; 12:283-294. [PMID: 34657849 DOI: 10.3233/jpd-202403] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
BACKGROUND Instrumented measures of balance and gait measure more specific balance and gait impairments than clinical rating scales. No prior studies have used objective balance/gait measures to examine associations with ventricular and brain volumes in people with Parkinson's disease (PD). OBJECTIVE To test the hypothesis that larger ventricular and smaller cortical and subcortical volumes are associated with impaired balance and gait in people with PD. METHODS Regional volumes from structural brain images were included from 96 PD and 50 control subjects. Wearable inertial sensors quantified gait, anticipatory postural adjustments prior to step initiation (APAs), postural responses to a manual push, and standing postural sway on a foam surface. Multiple linear regression models assessed the relationship between brain volumes and balance/gait and their interactions in PD and controls, controlling for sex, age and corrected for multiple comparisons. RESULTS Smaller brainstem and subcortical gray matter volumes were associated with larger sway area in people with PD, but not healthy controls. In contrast, larger ventricle volume was associated with smaller APAs in healthy controls, but not in people with PD. A sub-analysis in PD showed significant interactions between freezers and non-freezers, in several subcortical areas with stride time variability, gait speed and step initiation. CONCLUSION Our models indicate that smaller subcortical and brainstem volumes may be indicators of standing balance dysfunction in people with PD whereas enlarged ventricles may be related to step initiation difficulties in healthy aging. Also, multiple subcortical region atrophy may be associated with freezing of gait in PD.
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Affiliation(s)
| | - Oscar Miranda-Dominguez
- Masonic Institute for the Developing Brain (MIDB), University of Minnesota, Minneapolis, MN, USA
- Institute of Child Development, College of Education and Human Development, University of Minnesota, Minneapolis, MN, USA
- Department of Pediatrics, University of Minnesota Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Barbara H Brumbach
- Biostatistics and Design Program, Oregon Health and Science University, Portland, OR, USA
| | - Andrew Giritharan
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Damien A Fair
- Masonic Institute for the Developing Brain (MIDB), University of Minnesota, Minneapolis, MN, USA
- Institute of Child Development, College of Education and Human Development, University of Minnesota, Minneapolis, MN, USA
- Department of Pediatrics, University of Minnesota Medical School, University of Minnesota, Minneapolis, MN, USA
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, USA
| | - John G Nutt
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Martina Mancini
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, USA
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Fay B Horak
- Department of Biomedical Engineering, Oregon Health and Science University, Portland, OR, USA
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR, USA
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
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40
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Terra MB, Caramaschi IKF, Araújo HAGDO, Souza RJD, Silva TCOD, Nascimento TS, Probst VS, Smaili SM. Is fatigue associated with balance in Parkinson's disease? MOTRIZ: REVISTA DE EDUCACAO FISICA 2022. [DOI: 10.1590/s1980-657420220013921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Staying UpRight in Parkinson's disease: A pilot study of a novel wearable postural intervention. Gait Posture 2022; 91:86-93. [PMID: 34656009 DOI: 10.1016/j.gaitpost.2021.09.202] [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: 01/18/2021] [Revised: 09/22/2021] [Accepted: 09/29/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVES This interventional pilot study aimed to 1) examine whether a novel wearable vibro-tactile feedback device ('UpRight Go') is effective and feasible to improve postural alignment in Parkinson's disease (PD); 2) explore relationships between postural alignment and attention in PD; 3) explore effect of vibro-tactile device on balance and gait; and 4) gain initial feedback on the use of the vibro-tactile device in the laboratory and at home. METHODS 25 people with PD sat, stood and walked for two-minutes without and with the UpRight device attached to their upper backs to provide feedback on postural alignment in the laboratory. A sub-group (n = 12) wore the UpRight device at home for 60 min. per day for 7-days of postural feedback. Subjective feedback on use of the device was obtained in the laboratory and at the end of the 7-day period. The primary outcome for this study was posture measured by verticality of inertial measurement units (IMUs) at the neck, trunk and low back, which was done with and without the UpRight device. Secondary outcomes included clinical measures of posture, subjective feedback on the device, computerized attention measures, gait and balance. RESULTS Neck postural alignment in PD was significantly improved (reduced neck flexion) with the UpRight during sitting and standing in both clinical measures (p = 0.005) and IMU outcomes (p = 0.046), but trunk and low back posture did not change. There was no change in postural alignment during walking with the UpRight. Postural alignment response was related to attentional capabilities. Many subjects (68 %) reported that they felt a benefit from the UpRight and most participants reported that the device was acceptable (Lab use; 72 %, Home use; 75 %). CONCLUSION The UpRight Go feedback device may improve neck/upper-back posture in PD during sitting and standing, but not during walking. Postural alignment response to the device may depend on attentional mechanisms.
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Bohnen NI, Costa RM, Dauer WT, Factor SA, Giladi N, Hallett M, Lewis SJ, Nieuwboer A, Nutt JG, Takakusaki K, Kang UJ, Przedborski S, Papa SM. Discussion of Research Priorities for Gait Disorders in Parkinson's Disease. Mov Disord 2021; 37:253-263. [PMID: 34939221 PMCID: PMC10122497 DOI: 10.1002/mds.28883] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/08/2021] [Accepted: 11/10/2021] [Indexed: 12/18/2022] Open
Abstract
Gait and balance abnormalities develop commonly in Parkinson's disease and are among the motor symptoms most disabling and refractory to dopaminergic or other treatments, including deep brain stimulation. Efforts to develop effective therapies are challenged by limited understanding of these complex disorders. There is a major need for novel and appropriately targeted research to expedite progress in this area. The Scientific Issues Committee of the International Parkinson and Movement Disorder Society has charged a panel of experts in the field to consider the current knowledge gaps and determine the research routes with highest potential to generate groundbreaking data. © 2021 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Nicolaas I. Bohnen
- Departments of Radiology and Neurology University of Michigan and VA Ann Arbor Healthcare System Ann Arbor Michigan USA
| | - Rui M. Costa
- Departments of Neuroscience and Neurology, Zuckerman Mind Brain Behavior Institute Columbia University New York New York USA
| | - William T. Dauer
- Departments of Neurology and Neuroscience The Peter O'Donnell Jr. Brain Institute, UT Southwestern Dallas Texas USA
| | - Stewart A. Factor
- Jean and Paul Amos Parkinson's Disease and Movement Disorders Program Emory University School of Medicine Atlanta Georgia USA
| | - Nir Giladi
- Movement Disorders Unit, Department of Neurology, Tel‐Aviv Sourasky Medical Center, Sackler School of Medicine and Sagol School of Neuroscience Tel Aviv University Tel Aviv Israel
| | - Mark Hallett
- Human Motor Control Section National Institute of Neurological Disorders and Stroke, National Institutes of Health Bethesda Maryland USA
| | - Simon J.G. Lewis
- ForeFront Parkinson's Disease Research Clinic, Brain and Mind Centre, School of Medical Sciences University of Sydney Sydney New South Wales Australia
| | - Alice Nieuwboer
- Department of Rehabilitation Sciences KU Leuven Leuven Belgium
| | - John G. Nutt
- Movement Disorder Section, Department of Neurology Oregon Health & Science University Portland Oregon USA
| | - Kaoru Takakusaki
- Department of Physiology, Section of Neuroscience Asahikawa Medical University Asahikawa Japan
| | - Un Jung Kang
- Departments of Neurology, Neuroscience, and Physiology Neuroscience Institute, The Marlene and Paolo Fresco Institute for Parkinson's and Movement Disorders, The Parekh Center for Interdisciplinary Neurology, New York University Grossman School of Medicine New York New York USA
| | - Serge Przedborski
- Departments of Pathology and Cell Biology, Neurology, and Neuroscience Columbia University New York New York USA
| | - Stella M. Papa
- Department of Neurology, School of Medicine, and Yerkes National Primate Research Center Emory University Atlanta Georgia USA
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Park H, Shin S, Youm C, Cheon SM, Lee M, Noh B. Classification of Parkinson's disease with freezing of gait based on 360° turning analysis using 36 kinematic features. J Neuroeng Rehabil 2021; 18:177. [PMID: 34930373 PMCID: PMC8686361 DOI: 10.1186/s12984-021-00975-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 12/07/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Freezing of gait (FOG) is a sensitive problem, which is caused by motor control deficits and requires greater attention during postural transitions such as turning in people with Parkinson's disease (PD). However, the turning characteristics have not yet been extensively investigated to distinguish between people with PD with and without FOG (freezers and non-freezers) based on full-body kinematic analysis during the turning task. The objectives of this study were to identify the machine learning model that best classifies people with PD and freezers and reveal the associations between clinical characteristics and turning features based on feature selection through stepwise regression. METHODS The study recruited 77 people with PD (31 freezers and 46 non-freezers) and 34 age-matched older adults. The 360° turning task was performed at the preferred speed for the inner step of the more affected limb. All experiments on the people with PD were performed in the "Off" state of medication. The full-body kinematic features during the turning task were extracted using the three-dimensional motion capture system. These features were selected via stepwise regression. RESULTS In feature selection through stepwise regression, five and six features were identified to distinguish between people with PD and controls and between freezers and non-freezers (PD and FOG classification problem), respectively. The machine learning model accuracies revealed that the random forest (RF) model had 98.1% accuracy when using all turning features and 98.0% accuracy when using the five features selected for PD classification. In addition, RF and logistic regression showed accuracies of 79.4% when using all turning features and 72.9% when using the six selected features for FOG classification. CONCLUSION We suggest that our study leads to understanding of the turning characteristics of people with PD and freezers during the 360° turning task for the inner step of the more affected limb and may help improve the objective classification and clinical assessment by disease progression using turning features.
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Affiliation(s)
- Hwayoung Park
- Department of Health Sciences, The Graduate School of Dong-A University, Saha-gu, Busan, Republic of Korea
| | - Sungtae Shin
- Department of Mechanical Engineering, College of Engineering, Dong-A University, Saha-gu, Busan, Republic of Korea
| | - Changhong Youm
- Department of Health Sciences, The Graduate School of Dong-A University, Saha-gu, Busan, Republic of Korea.
- Department of Healthcare and Science, College of Health Sciences, Dong-A University, 37 Nakdong‑Daero, 550 Beon‑gil, Hadan 2-dong, Saha-gu, Busan, 49315, Republic of Korea.
| | - Sang-Myung Cheon
- Department of Neurology, School of Medicine, Dong-A University, 26, Daesingongwon-ro, Seo-gu, Busan, 49201, Republic of Korea.
| | - Myeounggon Lee
- Department of Health and Human Performance, Center for Neuromotor and Biomechanics Research, University of Houston, Houston, TX, USA
| | - Byungjoo Noh
- Department of Kinesiology, Jeju National University, Jeju-si, Jeju-do, Republic of Korea
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Hallett M, DelRosso LM, Elble R, Ferri R, Horak FB, Lehericy S, Mancini M, Matsuhashi M, Matsumoto R, Muthuraman M, Raethjen J, Shibasaki H. Evaluation of movement and brain activity. Clin Neurophysiol 2021; 132:2608-2638. [PMID: 34488012 PMCID: PMC8478902 DOI: 10.1016/j.clinph.2021.04.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 04/07/2021] [Accepted: 04/25/2021] [Indexed: 11/25/2022]
Abstract
Clinical neurophysiology studies can contribute important information about the physiology of human movement and the pathophysiology and diagnosis of different movement disorders. Some techniques can be accomplished in a routine clinical neurophysiology laboratory and others require some special equipment. This review, initiating a series of articles on this topic, focuses on the methods and techniques. The methods reviewed include EMG, EEG, MEG, evoked potentials, coherence, accelerometry, posturography (balance), gait, and sleep studies. Functional MRI (fMRI) is also reviewed as a physiological method that can be used independently or together with other methods. A few applications to patients with movement disorders are discussed as examples, but the detailed applications will be the subject of other articles.
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Affiliation(s)
- Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD, USA.
| | | | - Rodger Elble
- Department of Neurology, Southern Illinois University School of Medicine, Springfield, IL, USA
| | | | - Fay B Horak
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | - Stephan Lehericy
- Paris Brain Institute (ICM), Centre de NeuroImagerie de Recherche (CENIR), Team "Movement, Investigations and Therapeutics" (MOV'IT), INSERM U 1127, CNRS UMR 7225, Sorbonne Université, Paris, France
| | - Martina Mancini
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | - Masao Matsuhashi
- Department of Epilepsy, Movement Disorders and Physiology, Kyoto University Graduate, School of Medicine, Japan
| | - Riki Matsumoto
- Division of Neurology, Kobe University Graduate School of Medicine, Japan
| | - Muthuraman Muthuraman
- Section of Movement Disorders and Neurostimulation, Biomedical Statistics and Multimodal Signal Processing unit, Department of Neurology, Focus Program Translational Neuroscience (FTN), University Medical Center of the Johannes Gutenberg-University Mainz, Mainz, Germany
| | - Jan Raethjen
- Neurology Outpatient Clinic, Preusserstr. 1-9, 24105 Kiel, Germany
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Engel D, Student J, Schwenk JCB, Morris AP, Waldthaler J, Timmermann L, Bremmer F. Visual perturbation of balance suggests impaired motor control but intact visuomotor processing in Parkinson's disease. J Neurophysiol 2021; 126:1076-1089. [PMID: 34469704 DOI: 10.1152/jn.00183.2021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Postural instability marks one of the most disabling features of Parkinson's disease (PD), but it only reveals itself after affected brain areas have already been significantly damaged. Thus there is a need to detect deviations in balance and postural control before visible symptoms occur. In this study, we visually perturbed balance in the anterior-posterior direction using sinusoidal oscillations of a moving room in virtual reality at different frequencies. We tested three groups: individuals with PD under dopaminergic medication, an age-matched control group, and a group of young healthy adults. We tracked their center of pressure and their full-body motion, from which we also extracted the center of mass. We investigated sway amplitudes and applied newly introduced phase-locking analyses to investigate responses across participants' bodies. Patients exhibited significantly higher sway amplitudes as compared with the control subjects. However, their sway was phase locked to the visual motion like that of age-matched and young healthy adults. Furthermore, all groups successfully compensated for the visual perturbation by phase locking their sway to the stimulus. As frequency of the perturbation increased, distribution of phase locking (PL) across the body revealed a shift of the highest PL values from the upper body toward the hip region for young healthy adults, which could not be observed in patients and elderly healthy adults. Our findings suggest an impaired motor control, but intact visuomotor processing in early stages of PD, while less flexibility to adapt postural strategy to different perturbations revealed to be an effect of age rather than disease.NEW & NOTEWORTHY A better understanding of visuomotor control in Parkinson's disease (PD) potentially serves as a tool for earlier diagnosis, which is crucial for improving patient's quality of life. In our study, we assess body sway responses to visual perturbations of the balance control system in patients with early-to-mid stage PD, using motion tracking along with recently established phase-locking techniques. Our findings suggest patients at this stage have an impaired muscular stability but intact visuomotor control.
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Affiliation(s)
- David Engel
- Department of Neurophysics, Philipps-Universität Marburg, Marburg, Germany.,Center for Mind, Brain and Behavior (CMBB), Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Germany
| | - Justus Student
- Department of Neurology, University Hospital Giessen and Marburg, Marburg, Germany
| | - Jakob C B Schwenk
- Department of Neurophysics, Philipps-Universität Marburg, Marburg, Germany.,Center for Mind, Brain and Behavior (CMBB), Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Germany
| | - Adam P Morris
- Neuroscience Program, Biomedicine Discovery Institute, Department of Physiology, Monash University, Clayton, Victoria, Australia.,Data Science and Artificial Intellegience Platform, Monash eResearch Centre, Monash University, Clayton, Victoria, Australia
| | - Josefine Waldthaler
- Center for Mind, Brain and Behavior (CMBB), Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Germany.,Department of Neurology, University Hospital Giessen and Marburg, Marburg, Germany
| | - Lars Timmermann
- Center for Mind, Brain and Behavior (CMBB), Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Germany.,Department of Neurology, University Hospital Giessen and Marburg, Marburg, Germany
| | - Frank Bremmer
- Department of Neurophysics, Philipps-Universität Marburg, Marburg, Germany.,Center for Mind, Brain and Behavior (CMBB), Philipps-Universität Marburg and Justus-Liebig-Universität Giessen, Germany
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Zampogna A, Mileti I, Martelli F, Paoloni M, Del Prete Z, Palermo E, Suppa A. Early balance impairment in Parkinson's Disease: Evidence from Robot-assisted axial rotations. Clin Neurophysiol 2021; 132:2422-2430. [PMID: 34454269 DOI: 10.1016/j.clinph.2021.06.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 05/27/2021] [Accepted: 06/06/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Early postural instability (PI) is a red flag for the diagnosis of Parkinson's disease (PD). Several patients, however, fall within the first three years of disease, particularly when turning. We investigated whether PD patients, without clinically overt PI, manifest abnormal reactive postural responses to ecological perturbations resembling turning. METHODS Fifteen healthy subjects and 20 patients without clinically overt PI, under and not under L-Dopa, underwent dynamic posturography during axial rotations around the longitudinal axis, provided by a robotic mechatronic platform. We measured reactive postural responses, including body displacement and reciprocal movements of the head, trunk, and pelvis, by using a network of three wearable inertial sensors. RESULTS Patients showed higher body displacement of the head, trunk and pelvis, and lower joint movements at the lumbo-sacral junction than controls. Conversely, movements at the cranio-cervical junction were normal in PD. L-Dopa left reactive postural responses unchanged. CONCLUSIONS Patients with PD without clinically overt PI manifest abnormal reactive postural responses to axial rotations, unresponsive to L-Dopa. The biomechanical model resulting from our experimental approach supports novel pathophysiological hypotheses of abnormal axial rotations in PD. SIGNIFICANCE PD patients without clinically overt PI present subclinical balance impairment during axial rotations, unresponsive to L-Dopa.
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Affiliation(s)
- Alessandro Zampogna
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome, Italy
| | - Ilaria Mileti
- Mechanical Measurements and Microelectronics (M3Lab) Lab, Engineering Department, University Niccolò Cusano, 00166 Rome, Italy
| | - Francesca Martelli
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy
| | - Marco Paoloni
- Department of Physical Medicine and Rehabilitation, Sapienza University of Rome, 00161 Rome, Italy
| | - Zaccaria Del Prete
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy
| | - Eduardo Palermo
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy
| | - Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, 00185 Rome, Italy; IRCCS Neuromed, 86077 Pozzilli, IS, Italy.
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Hasegawa N, Maas KC, Shah VV, Carlson-Kuhta P, Nutt JG, Horak FB, Asaka T, Mancini M. Functional limits of stability and standing balance in people with Parkinson's disease with and without freezing of gait using wearable sensors. Gait Posture 2021; 87:123-129. [PMID: 33906091 DOI: 10.1016/j.gaitpost.2021.04.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 04/09/2021] [Accepted: 04/14/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND People with from Parkinson's disease (PD) and freezing of gait (FoG) have more frequent falls compared to those who do not freeze but there is no consensus on which, specific objective measures of postural instability are worse in freezers (PD + FoG) than non-freezers (PD-FoG). RESEARCH QUESTION Are functional limits of stability (fLoS) or postural sway during stance measured with wearable inertial sensors different between PD + FoG versus PD-FoG, as well as between PD versus healthy control subjects (HC)? METHODS Sixty-four PD subjects with FoG (MDS-UPDRS Part III: 45.9 ± 12.5) and 80 PD subjects without FoG (MDS-UPDRS Part III: 36.2 ± 10.9) were tested Off medication and compared with 79 HC. Balance was quantified with inertial sensors worn on the lumbar spine while performing the following balance tasks: 1) fLoS as defined by the maximum displacement in the forward and backward directions and 2) postural sway area while standing with eyes open on a firm and foam surface. An ANOVA, controlling for disease duration, compared postural control between groups. RESULTS PD + FoG had significantly smaller fLoS compared to PD-FoG (p = 0.004) and to healthy controls (p < 0.001). However, PD-FoG showed similar fLoS compared to healthy controls (p = 0.48). Both PD+FoG and PD-FoG showed larger postural sway on a foam surface compared to healthy controls (p = 0.001) but there was no significant difference in postural sway between PD+FoG and PD-FoG. SIGNIFICANCE People with PD and FoG showed task-specific, postural impairments with smaller fLoS compared to non-freezers, even when controlling for disease duration. However, individuals with PD with or without FoG had similar difficulties standing quietly on an unreliable surface compared to healthy controls. Wearable inertial sensors can reveal worse fLoS in freezers than non-freezers that may contribute to FoG and help explain their more frequent falls.
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Affiliation(s)
- Naoya Hasegawa
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA; Department of Rehabilitation Science, Hokkaido University, Sapporo, Hokkaido, Japan.
| | - Kas C Maas
- Department of Human Movement Science, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
| | - Vrutangkumar V Shah
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.
| | | | - John G Nutt
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.
| | - Fay B Horak
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.
| | - Tadayoshi Asaka
- Department of Rehabilitation Science, Hokkaido University, Sapporo, Hokkaido, Japan.
| | - Martina Mancini
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.
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48
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Task-oriented circuit training combined with aerobic training improves motor performance and balance in people with Parkinson's Disease. Acta Neurol Belg 2021; 121:535-543. [PMID: 31741209 DOI: 10.1007/s13760-019-01247-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 11/12/2019] [Indexed: 12/19/2022]
Abstract
Goal-based training such as task practice combined with aerobic training (AT) has been suggested to improve motor performance and neuroplasticity for people with Parkinson's Disease (PwPD); however, its effect on clinical outcomes is unclear. Therefore, the main aim was to investigate the effects of task-oriented circuit training combined with AT (TOCT-AT) on balance and gait in PwPD. The secondary aim was to investigate the effects of TOCT-AT on functional mobility, balance confidence, disease severity, and quality of life. Twenty-six PwPD were randomly assigned to either to the experimental group (n = 14) or the control group (n = 12). The control group received AT, while the experimental group received TOCT-AT three times a week for 8 weeks. The main outcomes were the Berg Balance Scale (BBS), Postural Stability Test (PST), Limits of Stability Test (LOS), Pull Test (PT), Six Minute Walk Test (6MWT), Timed Up and Go Test (TUG), Activities-specific Balance Confidence Scale (ABC), Unified Parkinson's Disease Rating Scale (UPDRS), and eight-item Parkinson's Disease Questionnaire (PDQ-8) were secondary outcomes. After intervention, between-group comparisons showed that the experimental group significantly improved more than the control group in all outcomes (p < 0.05). Additionally, both groups significantly improved in BBS, 6MWT, TUG, ABC, UPDRS-II, UPDRS-III, UPDRS total, and PDQ-8 (p < 0.05), while only the experimental group significantly improved in PST, LOS, and PT (p < 0.001). This study suggest that TOCT-AT could improve balance and gait performance, which could also be positively translated into functional mobility, balance confidence, disease severity, and quality of life in PwPD.
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Mc Ardle R, Pratt S, Buckley C, Del Din S, Galna B, Thomas A, Rochester L, Alcock L. Balance Impairments as Differential Markers of Dementia Disease Subtype. Front Bioeng Biotechnol 2021; 9:639337. [PMID: 33777910 PMCID: PMC7991998 DOI: 10.3389/fbioe.2021.639337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 01/29/2021] [Indexed: 11/16/2022] Open
Abstract
Background Accurately differentiating dementia subtypes, such as Alzheimer’s disease (AD) and Lewy body disease [including dementia with Lewy bodies (DLB) and Parkinson’s disease dementia (PDD)] is important to ensure appropriate management and treatment of the disease. Similarities in clinical presentation create difficulties for differential diagnosis. Simple supportive markers, such as balance assessments, may be useful to the diagnostic toolkit. This study aimed to identify differences in balance impairments between different dementia disease subtypes and normal aging using a single triaxial accelerometer. Methods Ninety-seven participants were recruited, forming four groups: cognitive impairment due to Alzheimer’s disease (AD group; n = 31), dementia with Lewy bodies (DLB group; n = 26), Parkinson’s disease dementia (PDD group; n = 13), and normal aging controls (n = 27). Participants were asked to stand still for 2 minutes in a standardized position with their eyes open while wearing a single triaxial accelerometer on their lower back. Seven balance characteristics were derived, including jerk (combined, mediolateral, and anterior–posterior), root mean square (RMS; combined, mediolateral, and anterior–posterior), and ellipsis. Mann–Whitney U tests identified the balance differences between groups. Receiver operating characteristics and area under the curve (AUC) determined the overall accuracy of the selected balance characteristics. Results The PDD group demonstrated higher RMS [combined (p = 0.001), mediolateral (p = 0.005), and anterior–posterior (p = 0.001)] and ellipsis scores (p < 0.002) than the AD group (AUC = 0.71–0.82). The PDD group also demonstrated significantly impaired balance across all characteristics (p ≤ 0.001) compared to the controls (AUC = 0.79–0.83). Balance differences were not significant between PDD and DLB (AUC = 0.69–0.74), DLB and AD (AUC = 0.50–0.65), DLB and controls (AUC = 0.62–0.68), or AD and controls (AUC = 0.55–0.67) following Bonferroni correction. Discussion Although feasible and quick to conduct, key findings suggest that an accelerometer-based balance during quiet standing does not differentiate dementia disease subtypes accurately. Assessments that challenge balance more, such as gait or standing with eyes closed, may prove more effective to support differential diagnosis.
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Affiliation(s)
- Ríona Mc Ardle
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.,Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Stephanie Pratt
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Christopher Buckley
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne, United Kingdom
| | - Silvia Del Din
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Brook Galna
- School of Biomedical, Nutritional and Sports Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Alan Thomas
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Lynn Rochester
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.,Newcastle upon Tyne Hospitals, National Health Service Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Lisa Alcock
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
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50
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Apthorp D, Smith A, Ilschner S, Vlieger R, Das C, Lueck CJ, Looi JCL. Postural sway correlates with cognition and quality of life in Parkinson's disease. BMJ Neurol Open 2021; 2:e000086. [PMID: 33681803 PMCID: PMC7903176 DOI: 10.1136/bmjno-2020-000086] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/13/2020] [Accepted: 10/19/2020] [Indexed: 11/04/2022] Open
Abstract
Background The severity of Parkinson's disease (PD) is difficult to assess objectively owing to the lack of a robust biological marker of underlying disease status, with consequent implications for diagnosis, treatment and prognosis. The current standard tool is the Unified Parkinson's Disease Rating Scale (MDS-UPDRS), but this is hampered by variability between observers and within subjects. Postural sway has been shown to correlate with complex brain functioning in other conditions. This study aimed to investigate the relationship between postural sway, MDS-UPDRS and other non-motor measures of disease severity in patients with PD. Method 25 patients with PD and 18 age-matched controls participated in the study. All participants underwent assessment of postural sway using a force plate, with eyes open and closed. In addition, participants underwent tests of cognition and quality of life: Montreal Cognitive Assessment (MoCA), Neuropsychiatry Unit Cognitive Assessment (NUCOG) and, for the patients, the Parkinson's Disease Questionnaire (PDQ-39-1), and assessment of clinical status using the motor component of the MDS-UPDRS. Results Patients swayed significantly more than controls. This was most obvious in the eyes-closed condition. Sway path length showed strong correlations with PDQ-39-1, MoCA and the verbal fluency component of the NUCOG, and, to a lesser degree, with the UPDRS-III in patients with PD. Conclusion These results suggest that motor and non-motor symptoms of PD are associated in patients, and, in particular, that postural sway shows potential as a possible measure of underlying disease status in PD, either alone or in combination with other measures.
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Affiliation(s)
- Deborah Apthorp
- School of Psychology, University of New England, Armidale, New South Wales, Australia.,Research School of Computer Science, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Alex Smith
- ANU Medical School, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Susanne Ilschner
- ANU Medical School, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Robin Vlieger
- Research School of Computer Science, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Chandi Das
- ANU Medical School, Australian National University, Canberra, Australian Capital Territory, Australia.,Department of Neurology, Canberra Hospital, Canberra, Australian Capital Territory, Australia
| | - Christian J Lueck
- ANU Medical School, Australian National University, Canberra, Australian Capital Territory, Australia.,Department of Neurology, Canberra Hospital, Canberra, Australian Capital Territory, Australia
| | - Jeffrey C L Looi
- Academic Unit of Psychiatry & Addiction Medicine, Australian National University Medical School, Canberra, Australian Capital Territory, Australia
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