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Yamamoto T, Fujito R, Chadani Y, Kashibayashi T, Kamimura N, Tsuda A, Akamatsu M, Matsushita T, Yamagami T, Ueba T, Saito M, Inoue K, Izumi M, Kazui H. Improvement in gait velocity variability after cerebrospinal fluid elimination and its relationship to clinical symptoms in patients with idiopathic normal pressure hydrocephalus. Geriatr Gerontol Int 2024; 24:693-699. [PMID: 38810991 DOI: 10.1111/ggi.14915] [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: 11/12/2023] [Revised: 03/15/2024] [Accepted: 05/16/2024] [Indexed: 05/31/2024]
Abstract
AIM This study aimed to investigate the improvement in gait velocity variability after cerebrospinal fluid (CSF) elimination, and the association between gait velocity variability and gait and cognitive impairment in patients with idiopathic normal pressure hydrocephalus. METHODS The gait velocity of 44 patients with idiopathic normal pressure hydrocephalus was measured using the Timed Up and Go Test (TUG) for a total of 10 times over 3 days each before and after CSF elimination. The coefficient of variation (CV) in the time required for the sequence of actions in TUG (TUG-CV) was calculated using 10 TUG data, and used for measuring intraindividual gait velocity variability. Gait quality was evaluated with the Gait Status Scale Revised (GSSR), and cognitive function was evaluated with the Mini-Mental State Examination and the Frontal Assessment Battery. RESULTS The TUG, TUG-CV, GSSR and Frontal Assessment Battery results improved significantly after CSF elimination. The analyses using pre-CSF elimination results showed that the TUG-CV significantly and positively correlated with the TUG and GSSR results, and negatively with Mini-Mental State Examination results, but not with age and the Frontal Assessment Battery results. The stepwise multiple regression analysis indicates that the TUG, GSSR and Mini-Mental State Examination results were significant predictors of the TUG-CV. The analysis using data of change after CSF elimination showed that ΔTUG and ΔGSSR were significant predictors of ΔTUG-CV. CONCLUSIONS Gait velocity variability improved after CSF elimination, and gait velocity variability was associated with gait disturbances and cognitive impairment in patients with idiopathic normal pressure hydrocephalus. Geriatr Gerontol Int 2024; 24: 693-699.
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Affiliation(s)
- Takahiro Yamamoto
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
- Department of Rehabilitation Center, Kochi Medical School Hospital, Nankoku, Kochi, Japan
| | - Ryoko Fujito
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Yoshihiro Chadani
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Tetsuo Kashibayashi
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
- Department of Neuropsychiatry, Hyogo Prefectural Rehabilitation Hospital at Nishi-Harima, Tatsuno, Hyogo, Japan
| | - Naoto Kamimura
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
- Health Service Center Medical School Branch, Kochi University, Nankoku, Kochi, Japan
| | - Atsushi Tsuda
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Masanori Akamatsu
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Takuya Matsushita
- Department of Neurology, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Takuji Yamagami
- Department of Diagnostic and Interventional Radiology, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Tetsuya Ueba
- Department of Neurosurgery, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Motoaki Saito
- Department of Pharmacology, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Keiji Inoue
- Department of Urology, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Masashi Izumi
- Department of Rehabilitation Center, Kochi Medical School Hospital, Nankoku, Kochi, Japan
- Department of Orthopaedic Surgery, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
| | - Hiroaki Kazui
- Department of Neuropsychiatry, Kochi Medical School, Kochi University, Nankoku, Kochi, Japan
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Barbosa R, Mendonça M, Bastos P, Pita Lobo P, Valadas A, Correia Guedes L, Ferreira JJ, Rosa MM, Matias R, Coelho M. 3D Kinematics Quantifies Gait Response to Levodopa earlier and to a more Comprehensive Extent than the MDS-Unified Parkinson's Disease Rating Scale in Patients with Motor Complications. Mov Disord Clin Pract 2024; 11:795-807. [PMID: 38610081 PMCID: PMC11233852 DOI: 10.1002/mdc3.14016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 01/20/2024] [Accepted: 02/13/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Quantitative 3D movement analysis using inertial measurement units (IMUs) allows for a more detailed characterization of motor patterns than clinical assessment alone. It is essential to discriminate between gait features that are responsive or unresponsive to current therapies to better understand the underlying pathophysiological basis and identify potential therapeutic strategies. OBJECTIVES This study aims to characterize the responsiveness and temporal evolution of different gait subcomponents in Parkinson's disease (PD) patients in their OFF and various ON states following levodopa administration, utilizing both wearable sensors and the gold-standard MDS-UPDRS motor part III. METHODS Seventeen PD patients were assessed while wearing a full-body set of 15 IMUs in their OFF state and at 20-minute intervals following the administration of a supra-threshold levodopa dose. Gait was reconstructed using a biomechanical model of the human body to quantify how each feature was modulated. Comparisons with non-PD control subjects were conducted in parallel. RESULTS Significant motor changes were observed in both the upper and lower limbs according to the MDS-UPDRS III, 40 minutes after levodopa intake. IMU-assisted 3D kinematics detected significant motor alterations as early as 20 minutes after levodopa administration, particularly in upper limbs metrics. Although all "pace-domain" gait features showed significant improvement in the Best-ON state, most rhythmicity, asymmetry, and variability features did not. CONCLUSION IMUs are capable of detecting motor alterations earlier and in a more comprehensive manner than the MDS-UPDRS III. The upper limbs respond more rapidly to levodopa, possibly reflecting distinct thresholds to levodopa across striatal regions.
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Affiliation(s)
- Raquel Barbosa
- Neurology DeparmentCentre Hospitalier Universitaire ToulouseToulouseFrance
- Nova Medical School, Faculdade de Ciências MedicasUniversidade Nova de LisboaLisbonPortugal
| | - Marcelo Mendonça
- Nova Medical School, Faculdade de Ciências MedicasUniversidade Nova de LisboaLisbonPortugal
- Champalimaud Research and Clinical Centre, Champalimaud Centre for the UnknownLisbonPortugal
| | - Paulo Bastos
- Neurology DeparmentCentre Hospitalier Universitaire ToulouseToulouseFrance
- Nova Medical School, Faculdade de Ciências MedicasUniversidade Nova de LisboaLisbonPortugal
| | - Patrícia Pita Lobo
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
| | - Anabela Valadas
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
| | - Leonor Correia Guedes
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
| | - Joaquim J. Ferreira
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de MedicinaUniversidade de LisboaLisbonPortugal
- CNS‐ Campus Neurológico SeniorTorres VedrasPortugal
| | - Mário Miguel Rosa
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
- Laboratory of Clinical Pharmacology and Therapeutics, Faculdade de MedicinaUniversidade de LisboaLisbonPortugal
| | - Ricardo Matias
- Physics Department & Institute of Biophysics and Biomedical Engineering (IBEB), Faculty of SciencesUniversity of LisbonLisbonPortugal
- KinetikosCoimbraPortugal
| | - Miguel Coelho
- Department of Neurosciences and Mental HealthNeurology Hospital Santa Maria, CHLUNLisbonPortugal
- Instituto de Medicina Molecular João Lobo Antunes, Faculty of MedicineUniversity of LisbonLisbonPortugal
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Tueth LE, Haussler AM, Lohse KR, Rawson KS, Earhart GM, Harrison EC. Effect of musical cues on gait in individuals with Parkinson disease with comorbid dementia. Gait Posture 2024; 107:275-280. [PMID: 37891141 PMCID: PMC10909245 DOI: 10.1016/j.gaitpost.2023.10.015] [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: 08/10/2023] [Revised: 10/16/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND Individuals with Parkinson disease and comorbid dementia (PDD) demonstrate gait impairments, but little is known about how these individuals respond to interventions for gait dysfunction. Rhythmic auditory stimulation (RAS), which utilizes music or other auditory cues to alter gait, has been shown to be effective for improving gait in individuals with PD without dementia, but has not been explored in individuals with PDD. RESEARCH QUESTION Can individuals with PDD modulate their gait in response to music and mental singing cues? METHODS This single center, cross-sectional, interventional study included 17 individuals with PDD. Participants received Music and Mental singing cues at tempos of 90 %, 100 %, 110 %, and 120 % of their uncued walking cadence. Participants were instructed to walk to the beat of the song. Gait variables were collected using APDM Opal sensors. Data were analyzed using mixed effect models to explore the impact of tempo and cue type (Music vs Mental) on selected gait parameters of velocity, cadence, and stride length. RESULTS Mixed effects models showed a significant effect of tempo but not for cue type for velocity (F=11.51, p < .001), cadence (F=11.13, p < .001), and stride length (F=5.68, p = .002). When looking at the marginal means, velocity at a cue rate of 90 % was significantly different from 100 %, indicating participants walked slower with a cue rate of 90 %. Participants did not significantly increase their velocity, cadence, or stride length with faster cue rates of 110 % and 120 % SIGNIFICANCE: Individuals with PDD appear to be able to slow their velocity in response to slower cues, but do not appear to be able to increase their velocity, cadence, or stride length in response to faster cue tempos. This is different from what has been reported in individuals with PD without dementia. Further research is necessary to understand the underlying mechanism for these differences.
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Affiliation(s)
- Lauren E Tueth
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, United States
| | - Allison M Haussler
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, United States
| | - Keith R Lohse
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, United States; Washington University in St. Louis School of Medicine, Department of Neurology, United States
| | - Kerri S Rawson
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, United States; Washington University in St. Louis School of Medicine, Department of Neurology, United States
| | - Gammon M Earhart
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, United States; Washington University in St. Louis School of Medicine, Department of Neurology, United States; Washington University in St. Louis School of Medicine, Department of Neuroscience, United States.
| | - Elinor C Harrison
- Washington University in St. Louis School of Medicine, Program in Physical Therapy, United States; Washington University in St. Louis, Performing Arts Department, United States
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Araújo HAGO, Smaili SM, Morris R, Graham L, Das J, McDonald C, Walker R, Stuart S, Vitório R. Combination of Clinical and Gait Measures to Classify Fallers and Non-Fallers in Parkinson's Disease. SENSORS (BASEL, SWITZERLAND) 2023; 23:4651. [PMID: 37430565 DOI: 10.3390/s23104651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 05/03/2023] [Accepted: 05/08/2023] [Indexed: 07/12/2023]
Abstract
Although the multifactorial nature of falls in Parkinson's disease (PD) is well described, optimal assessment for the identification of fallers remains unclear. Thus, we aimed to identify clinical and objective gait measures that best discriminate fallers from non-fallers in PD, with suggestions of optimal cutoff scores. METHODS Individuals with mild-to-moderate PD were classified as fallers (n = 31) or non-fallers (n = 96) based on the previous 12 months' falls. Clinical measures (demographic, motor, cognitive and patient-reported outcomes) were assessed with standard scales/tests, and gait parameters were derived from wearable inertial sensors (Mobility Lab v2); participants walked overground, at a self-selected speed, for 2 min under single and dual-task walking conditions (maximum forward digit span). Receiver operating characteristic curve analysis identified measures (separately and in combination) that best discriminate fallers from non-fallers; we calculated the area under the curve (AUC) and identified optimal cutoff scores (i.e., point closest-to-(0,1) corner). RESULTS Single gait and clinical measures that best classified fallers were foot strike angle (AUC = 0.728; cutoff = 14.07°) and the Falls Efficacy Scale International (FES-I; AUC = 0.716, cutoff = 25.5), respectively. Combinations of clinical + gait measures had higher AUCs than combinations of clinical-only or gait-only measures. The best performing combination included the FES-I score, New Freezing of Gait Questionnaire score, foot strike angle and trunk transverse range of motion (AUC = 0.85). CONCLUSION Multiple clinical and gait aspects must be considered for the classification of fallers and non-fallers in PD.
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Affiliation(s)
- Hayslenne A G O Araújo
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
- Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil
| | - Suhaila M Smaili
- Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil
| | - Rosie Morris
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
- Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK
| | - Lisa Graham
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
- Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK
| | - Julia Das
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
- Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK
| | - Claire McDonald
- Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK
| | - Richard Walker
- Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK
| | - Samuel Stuart
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
- Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK
- Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA
| | - Rodrigo Vitório
- Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK
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Davis JJ, Sivaramakrishnan A, Rolin S, Subramanian S. Intra-individual variability in cognitive performance predicts functional decline in Parkinson's disease. APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-8. [PMID: 36628434 PMCID: PMC10330935 DOI: 10.1080/23279095.2022.2157276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND Cognitive deficits contribute to disability in Parkinson's disease (PD). Cognitive intra-individual variability (IIV) is associated with cognitive decline in age-related disorders, but IIV has not been related to functional ability in PD. We examined IIV in predicting functional ability in participants with PD. METHODS De-identified National Alzheimer's Coordinating Center data (N = 1,228) from baseline and follow-up visits included participants with PD propensity score matched to control participants at baseline on age (M = 72), education (M = 15), and gender (28% female). PD symptom duration averaged 6 years. Outcome measures included the Functional Ability Questionnaire (FAQ), overall test battery mean (OTBM) of ten cognitive variables, IIV calculated as the standard deviation of cognitive data for each participant, Geriatric Depression Scale (GDS), and Unified PD Rating Scale gait and posture items. Baseline FAQ status in the PD group was predicted using logistic regression with age, education, cognition, GDS, and motor function as predictors. We compared baseline characteristics of PD participants with and without functional impairment at follow up. RESULTS PD participants showed lower OTBM and greater IIV, GDS, and motor dysfunction than controls (p < .0001). Education, OTBM, IIV, GDS, and gait predicted functional status (77% overall classification; AUC = .84). PD participants with functional impairment at follow up showed significantly lower OTBM and greater IIV, GDS, and motor dysfunction at baseline (p < .001). CONCLUSION IIV independently predicts functional status in participants with PD while controlling for other variables. PD participants with functional impairment at follow up showed greater IIV than those without functional impairment at follow up.
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Affiliation(s)
- Jeremy J. Davis
- Department of Neurology, Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, UT Health San Antonio
| | | | - Summer Rolin
- Department of Rehabilitation Medicine, Long School of Medicine, UT Health San Antonio
| | - Sandeep Subramanian
- Department of Physical Therapy, UT Health San Antonio
- Department of Rehabilitation Medicine, Long School of Medicine, UT Health San Antonio
- Department of Physician Assistant Studies, UT Health San Antonio
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Amato A, Baldassano S, Vasto S, Schirò G, Davì C, Drid P, Dos Santos Mendes FA, Caldarella R, D’Amelio M, Proia P. Effects of a Resistance Training Protocol on Physical Performance, Body Composition, Bone Metabolism, and Systemic Homeostasis in Patients Diagnosed with Parkinson's Disease: A Pilot Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph192013022. [PMID: 36293598 PMCID: PMC9602560 DOI: 10.3390/ijerph192013022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 10/08/2022] [Accepted: 10/09/2022] [Indexed: 05/14/2023]
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor impairments and it is correlated with loss of bone mineral density. This study aimed to analyze the effects of resistance training on bone metabolism, systemic homeostasis, body composition, and physical performance in people with PD. Thirteen subjects (age 64.83 ± 5.70) with PD diagnosis were recruited. Participants performed neuromuscular tests, body composition assessment, and blood sample analysis at baseline, and after an 11 weeks-training period. Each training session lasted 90 min, three times a week. The participants had significant improvements in the timed up and go (p < 0.01), sit to stand (p < 0.01), dominant peg-board (p < 0.05), dominant foot-reaction time (p < 0.01), and functional reach tests (p < 0.05). They showed better pressure foot distributions in the left forefoot (p < 0.05) and hindfoot (p < 0.05) and increased cervical right lateral bending angle (p < 0.05). The protocol affects bone metabolism markers osteocalcin (p < 0.05), calcium (p < 0.01), PTH (p < 0.01), the C-terminal telopeptide (CTX) (p < 0.01), and vitamin D (p < 0.05). Eleven weeks of resistance training improved manual dexterity, static and dynamic balance, reaction time, cervical ROM, and reduced bone loss in people with PD.
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Affiliation(s)
- Alessandra Amato
- Sport and Exercise Sciences Research Unit, Department of Psychological, Pedagogical and Educational Sciences, University of Palermo, 90128 Palermo, Italy
| | - Sara Baldassano
- Department of Biological Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy
- Correspondence: (S.B.); (P.P.)
| | - Sonya Vasto
- Department of Biological Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy
| | - Giuseppe Schirò
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (Bi.N.D.), University of Palermo, 90127 Palermo, Italy
| | - Chiara Davì
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (Bi.N.D.), University of Palermo, 90127 Palermo, Italy
| | - Patrik Drid
- Faculty of Sport and Physical Education, University of Novi Sad, 21000 Novi Sad, Serbia
| | | | - Rosalia Caldarella
- Department of Laboratory Medicine, “P. Giaccone” University Hospital, 90127 Palermo, Italy
| | - Marco D’Amelio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics (Bi.N.D.), University of Palermo, 90127 Palermo, Italy
| | - Patrizia Proia
- Sport and Exercise Sciences Research Unit, Department of Psychological, Pedagogical and Educational Sciences, University of Palermo, 90128 Palermo, Italy
- Correspondence: (S.B.); (P.P.)
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Wu Z, Hong R, Li S, Peng K, Lin A, Gao Y, Jin Y, Su X, Zhi H, Guan Q, Pan L, Jin L. Technology-based therapy-response evaluation of axial motor symptoms under daily drug regimen of patients with Parkinson’s disease. Front Aging Neurosci 2022; 14:901090. [PMID: 35992587 PMCID: PMC9389404 DOI: 10.3389/fnagi.2022.901090] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 07/14/2022] [Indexed: 11/13/2022] Open
Abstract
Background Axial disturbances are the most disabling symptoms of Parkinson’s disease (PD). Kinect-based objective measures could extract motion characteristics with high reliability and validity. Purpose The present research aimed to quantify the therapy–response of axial motor symptoms to daily medication regimen and to explore the correlates of the improvement rate (IR) of axial motor symptoms based on a Kinect camera. Materials and methods We enrolled 44 patients with PD and 21 healthy controls. All 65 participants performed the Movement Disorder Society-Sponsored Revision of the Unified Parkinson’s Disease Rating Scale part III and the Kinect-based kinematic evaluation to assess arising from a chair, gait, posture, and postural stability before and after medication. Spearman’s correlation analysis and multiple linear regression model were performed to explore the relationships between motor feature IR and clinical data. Results All the features arising from a chair (P = 0.001), stride length (P = 0.001), velocity (P < 0.001), the height of foot lift (P < 0.001), and turning time (P = 0.001) improved significantly after a daily drug regimen in patients with PD. In addition, the anterior trunk flexion (lumbar level) exhibited significant improvement (P = 0.004). The IR of the axial motor symptoms score was significantly correlated with the IRs of kinematic features for gait velocity, stride length, foot lift height, and sitting speed (rs = 0.345, P = 0.022; rs = 0.382, P = 0.010; rs = 0.314, P = 0.038; rs = 0.518, P < 0.001, respectively). A multivariable regression analysis showed that the improvement in axial motor symptoms was associated with the IR of gait velocity only (β = 0.593, 95% CI = 0.023–1.164, P = 0.042). Conclusion Axial symptoms were not completely drug-resistant, and some kinematic features can be improved after the daily medication regimen of patients with PD.
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Affiliation(s)
- Zhuang Wu
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Ronghua Hong
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Shuangfang Li
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Kangwen Peng
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Ao Lin
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yichen Gao
- IFLYTEK Suzhou Research Institute, E4, Artificial Intelligence Industrial Park, Suzhou Industrial Park, Suzhou, China
| | - Yue Jin
- IFLYTEK Suzhou Research Institute, E4, Artificial Intelligence Industrial Park, Suzhou Industrial Park, Suzhou, China
| | - Xiaoyun Su
- IFLYTEK Suzhou Research Institute, E4, Artificial Intelligence Industrial Park, Suzhou Industrial Park, Suzhou, China
| | - Hongping Zhi
- IFLYTEK Suzhou Research Institute, E4, Artificial Intelligence Industrial Park, Suzhou Industrial Park, Suzhou, China
| | - Qiang Guan
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lizhen Pan
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lingjing Jin
- Neurotoxin Research Center of Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Neurology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Neurology and Neurological Rehabilitation, Shanghai Yangzhi Rehabilitation Hospital, School of Medicine, Tongji University, Shanghai, China
- Shanghai Clinical Research Center for Aging and Medicine, Shanghai, China
- *Correspondence: Lingjing Jin,
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Changes in trunk and head acceleration during the 6-minute walk test and its relation to falls risk for adults with multiple sclerosis. Exp Brain Res 2022; 240:927-939. [PMID: 35088117 DOI: 10.1007/s00221-021-06296-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 12/17/2021] [Indexed: 11/04/2022]
Abstract
For persons with multiple sclerosis (MS), the general decline in neuromuscular function underlies diminished balance, impaired gait and consequently, increased risk of falling. During gait, optimal control of head motion is an important feature which is achieved partly through control of the trunk-neck region to dampen gait-related oscillations. The primary aim of this study was to examine the effect performing a 6-minute walk test (6MWT) has on head, neck and trunk accelerations in individuals with MS. This was addressed using a repeated measures generalized linear model. We were also interested in assessing whether the 6MWT has an impact on a person's falls risk and specific physiological measures related to falls. Finally the relation between the amplitude (i.e., mean RMS) of head and trunk accelerations and falls risk was examined using linear regression. The main results were that over the course of the 6MWT, individuals progressively slowed down coupled with a concurrent increase in gait-related upper body accelerations (p's > 0.05). Despite the increased acceleration, no significant changes in attenuation from the trunk to the head were observed, indicating that persons were able to maintain an optimal level of control over these oscillations. Performing the 6MWT also had a negative impact on posture, with falls risk significantly increasing following this test (p > 0.05). Interestingly, the overall falls risk values were strongly linked with vertical accelerations about the trunk and head, but not average walking speed during the 6MWT. Overall, performing the 6MWT leads to changes in walking speed, upper body acceleration patterns and increases in overall falls risk.
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