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Burnie L, Chockalingam N, Holder A, Claypole T, Kilduff L, Bezodis N. Testing protocols and measurement techniques when using pressure sensors for sport and health applications: A comparative review. Foot (Edinb) 2024; 59:102094. [PMID: 38579518 DOI: 10.1016/j.foot.2024.102094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 03/24/2024] [Indexed: 04/07/2024]
Abstract
Plantar pressure measurement systems are routinely used in sports and health applications to assess locomotion. The purpose of this review is to describe and critically discuss: (a) applications of the pressure measurement systems in sport and healthcare, (b) testing protocols and considerations for clinical gait analysis, (c) clinical recommendations for interpreting plantar pressure data, (d) calibration procedures and their accuracy, and (e) the future of pressure sensor data analysis. Rigid pressure platforms are typically used to measure plantar pressures for the assessment of foot function during standing and walking, particularly when barefoot, and are the most accurate for measuring plantar pressures. For reliable data, two step protocol prior to contacting the pressure plate is recommended. In-shoe systems are most suitable for measuring plantar pressures in the field during daily living or dynamic sporting movements as they are often wireless and can measure multiple steps. They are the most suitable equipment to assess the effects of footwear and orthotics on plantar pressures. However, they typically have lower spatial resolution and sampling frequency than platform systems. Users of pressure measurement systems need to consider the suitability of the calibration procedures for their chosen application when selecting and using a pressure measurement system. For some applications, a bespoke calibration procedure is required to improve validity and reliability of the pressure measurement system. The testing machines that are commonly used for dynamic calibration of pressure measurement systems frequently have loading rates of less than even those found in walking, so the development of testing protocols that truly measure the loading rates found in many sporting movements are required. There is clear potential for AI techniques to assist in the analysis and interpretation of plantar pressure data to enable the more complete use of pressure system data in clinical diagnoses and monitoring.
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Affiliation(s)
- Louise Burnie
- Department of Sport, Exercise and Rehabilitation, Faculty of Health & Life Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK.
| | - Nachiappan Chockalingam
- Centre for Biomechanics and Rehabilitation Technologies, Staffordshire University, Stoke on Trent ST4 2RU, UK
| | | | - Tim Claypole
- Welsh Centre for Printing and Coating (WCPC), Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
| | - Liam Kilduff
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
| | - Neil Bezodis
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
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Mawarikado Y, Sakata A, Inagaki Y, Harada S, Tatsumi K, Matsumoto N, Ogiwara K, Yada K, Yoshimura Y, Kido A, Tanaka Y, Shima M, Nogami K. Force-sensing treadmill gait analysis system can detect gait abnormalities in haemophilia patients without arthropathy. Haemophilia 2024; 30:780-790. [PMID: 38507270 DOI: 10.1111/hae.14987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 02/21/2024] [Accepted: 03/01/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND Joint damage in patients with haemophilia (PwH) is commonly assessed by imaging, but few reports have described how structural changes in joints, for example, haemophilic arthropathy (HA)-affect gait ability. OBJECTIVES We evaluated gait function among PwH with HA, PwH without HA, and people without haemophilia (non-PwH) using a Zebris FDM-T treadmill (FDM-T), an easy-to-use gait assessment instrument with a force sensor matrix. METHODS The following gait parameters were collected: centre of pressure trajectory intersection (COPi) anterior/posterior variability, COPi lateral variability, COPi anterior/posterior symmetry, COPi lateral symmetry, single-limb support line (SLSL) length, and SLSL variability. Participants walked at their typical gait speed. The physical function of the PwH was assessed by the Hemophilia Joint Health Score (HJHS). Parameters were compared among the three groups. RESULTS Twelve PwH with HA, 28 PwH without HA, and 12 non-PwH were enrolled. Gait speed significantly differed between groups (non-PwH, 3.1 ± 0.7; PwH without HA, 2.0 ± 0.7; PwH with HA; 1.5 ± 0.4). The COPi anterior/posterior variability, COPi lateral variability, SLSL length, and SLSL variability were greater in the PwH groups than in the non-PwH group. The COPi lateral symmetry differed between PwH with HA and the other groups. The HJHS was not correlated with gait parameters among PwH with HA. CONCLUSIONS Gait parameters and speed were abnormal in both PwH with HA and PwH without HA. The FDM-T can be used to identify early stages of physical dysfunction that cannot be detected by conventional functional assessments such as the HJHS.
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Affiliation(s)
- Yuya Mawarikado
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
| | - Asuka Sakata
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
| | - Yusuke Inagaki
- Department of Rehabilitation Medicine, Nara Medical University, Kashihara, Nara, Japan
| | - Suguru Harada
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
- Product Research Department, Medical Affairs Division, Chugai Pharmaceutical Co., Ltd, Yokohama City, Kanagawa, Japan
| | - Kohei Tatsumi
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
- Advanced Medical Science of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
| | - Naoki Matsumoto
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
- Product Research Department, Medical Affairs Division, Chugai Pharmaceutical Co., Ltd, Yokohama City, Kanagawa, Japan
| | - Kenichi Ogiwara
- Department of Paediatrics, Nara Medical University, Kashihara, Nara, Japan
| | - Koji Yada
- Department of Paediatrics, Nara Medical University, Kashihara, Nara, Japan
- Neonatal Intensive Care, Maternal, Fetal and Neonatal Medical Center, Nara Medical University Hospital, Kashihara, Nara, Japan
| | - Yasushi Yoshimura
- Product Research Department, Medical Affairs Division, Chugai Pharmaceutical Co., Ltd, Yokohama City, Kanagawa, Japan
| | - Akira Kido
- Department of Rehabilitation Medicine, Nara Medical University, Kashihara, Nara, Japan
| | - Yasuhito Tanaka
- Department of Orthopaedic Surgery, Nara Medical University, Kashihara, Nara, Japan
| | - Midori Shima
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
| | - Keiji Nogami
- Medicinal Biology of Thrombosis and Haemostasis, Nara Medical University, Kashihara, Nara, Japan
- Department of Paediatrics, Nara Medical University, Kashihara, Nara, Japan
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3
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Baudendistel ST, Franz JR, Schmitt AC, Wade FE, Pappas MC, Au KLK, Hass CJ. Visual feedback improves propulsive force generation during treadmill walking in people with Parkinson disease. J Biomech 2024; 167:112073. [PMID: 38599018 PMCID: PMC11046741 DOI: 10.1016/j.jbiomech.2024.112073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 01/29/2024] [Accepted: 04/02/2024] [Indexed: 04/12/2024]
Abstract
Persons with Parkinson's disease experience gait alterations, such as reduced step length. Gait dysfunction is a significant research priority as the current treatments targeting gait impairment are limited. This study aimed to investigate the effects of visual biofeedback on propulsive force during treadmill walking in persons with Parkinson's. Sixteen ambulatory persons with Parkinson's participated in the study. They received real-time biofeedback of anterior ground reaction force during treadmill walking at a constant speed. Peak propulsive force values were measured and normalized to body weight. Spatiotemporal parameters were also assessed, including stride length and double support percent. Persons with Parkinson's significantly increased peak propulsive force during biofeedback compared to baseline (p <.0001, Cohen's dz = 1.69). Variability in peak anterior ground reaction force decreased across repeated trials (p <.0001, dz = 1.51). While spatiotemporal parameters did not show significant changes individually, stride length and double support percent improved marginally during biofeedback trials. Persons with Parkinson's can increase propulsive force with visual biofeedback, suggesting the presence of a propulsive reserve. Though stride length did not significantly change, clinically meaningful improvements were observed. Targeting push-off force through visual biofeedback may offer a potential rehabilitation technique to enhance gait performance in Persons with Parkinson's. Future studies could explore the long-term efficacy of this intervention and investigate additional strategies to improve gait in Parkinson's disease.
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Affiliation(s)
- Sidney T Baudendistel
- Program in Physical Therapy, Washington University in St. Louis School of Medicine, St. Louis, MO, USA; Department of Applied Physiology & Kinesiology, University of Florida, Gainesville, FL, USA.
| | - Jason R Franz
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, USA
| | - Abigail C Schmitt
- Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, USA
| | - Francesca E Wade
- School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA, USA
| | - Marc C Pappas
- Department of Applied Physiology & Kinesiology, University of Florida, Gainesville, FL, USA
| | | | - Chris J Hass
- Department of Applied Physiology & Kinesiology, University of Florida, Gainesville, FL, USA; Norman Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, USA
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Borm CDJM, De Graaf D, Bloem BR, Theelen T, Hoyng C, de Vries N, Weerdesteyn V. Gait Adaptability and the Effect of Ocular Disorders on Visually Guided Walking in Parkinson's Disease. JOURNAL OF PARKINSON'S DISEASE 2024; 14:601-607. [PMID: 38517803 DOI: 10.3233/jpd-230025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/24/2024]
Abstract
Gait disorders are a disabling feature of Parkinson's disease (PD). To avoid falls, people with PD should be able to adequately adapt their gait. This requires correct response inhibition and integration of visual information. In this small pilot study, we investigated PD-related impairments in gait adaptability and the influence of ocular disorders thereon. Compared with controls, persons with PD were less able to adapt their gait in unexpected situations (U = 21.5, p = 0.013), with only a small influence of ocular disorders on precision stepping (U = 6, p = 0.012 in the ML-direction and in the AP-direction, (U = 20, p = 0.456). This shows that people with PD have more difficulty with precision stepping than healthy controls and experience more problems with adapting their gait. We found only a small impact of ocular disorders on successfully execute precision stepping. The ability to adapt gait, particularly in challenging environmental conditions or with impaired vision, may provide a useful assessment and training option for fall prevention in PD.
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Affiliation(s)
- Carlijn D J M Borm
- Department of Neurology, Hospital Group Twente ZGT, Almelo, The Netherlands
| | - Debbie De Graaf
- Department of Neurology, Centre of Expertise for Parkinson and Movement Disorders, Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Bastiaan R Bloem
- Department of Neurology, Centre of Expertise for Parkinson and Movement Disorders, Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Thomas Theelen
- Department of Ophthalmology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Carel Hoyng
- Department of Ophthalmology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Nienke de Vries
- Department of Neurology, Centre of Expertise for Parkinson and Movement Disorders, Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
| | - Vivian Weerdesteyn
- Department of Rehabilitation, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands
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Li D, Hallack A, Gwilym S, Li D, Hu MT, Cantley J. Investigating gait-responsive somatosensory cueing from a wearable device to improve walking in Parkinson's disease. Biomed Eng Online 2023; 22:108. [PMID: 37974260 PMCID: PMC10652624 DOI: 10.1186/s12938-023-01167-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 10/20/2023] [Indexed: 11/19/2023] Open
Abstract
Freezing-of-gait (FOG) and impaired walking are common features of Parkinson's disease (PD). Provision of external stimuli (cueing) can improve gait, however, many cueing methods are simplistic, increase task loading or have limited utility in a real-world setting. Closed-loop (automated) somatosensory cueing systems have the potential to deliver personalised, discrete cues at the appropriate time, without requiring user input. Further development of cue delivery methods and FOG-detection are required to achieve this. In this feasibility study, we aimed to test if FOG-initiated vibration cues applied to the lower-leg via wearable devices can improve gait in PD, and to develop real-time FOG-detection algorithms. 17 participants with Parkinson's disease and daily FOG were recruited. During 1 h study sessions, participants undertook 4 complex walking circuits, each with a different intervention: continuous rhythmic vibration cueing (CC), responsive cueing (RC; cues initiated by the research team in response to FOG), device worn with no cueing (NC), or no device (ND). Study sessions were grouped into 3 stages/blocks (A-C), separated by a gap of several weeks, enabling improvements to circuit design and the cueing device to be implemented. Video and onboard inertial measurement unit (IMU) data were analyzed for FOG events and gait metrics. RC significantly improved circuit completion times demonstrating improved overall performance across a range of walking activities. Step frequency was significantly enhanced by RC during stages B and C. During stage C, > 10 FOG events were recorded in 45% of participants without cueing (NC), which was significantly reduced by RC. A machine learning framework achieved 83% sensitivity and 80% specificity for FOG detection using IMU data. Together, these data support the feasibility of closed-loop cueing approaches coupling real-time FOG detection with responsive somatosensory lower-leg cueing to improve gait in PD.
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Affiliation(s)
- Dongli Li
- Department of Physiology, Anatomy and Genetics, University of Oxford, Sherrington Building, Parks Road, Oxford, OX2 3PT, UK
| | - Andre Hallack
- Department of Physiology, Anatomy and Genetics, University of Oxford, Sherrington Building, Parks Road, Oxford, OX2 3PT, UK
| | - Sophie Gwilym
- Oxfordshire Neurophysiotherapy, The Bosworth Clinic, Quarry Court, Bell Lane, Cassington, OX29 4DS, UK
| | - Dongcheng Li
- Department of Computer Science, University of Texas at Dallas, Richardson, TX, 75082, USA
| | - Michele T Hu
- Oxford Parkinson's Disease Centre, University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences, Division of Neurology, University of Oxford, Oxford, Oxfordshire, UK
| | - James Cantley
- Department of Physiology, Anatomy and Genetics, University of Oxford, Sherrington Building, Parks Road, Oxford, OX2 3PT, UK.
- Division of Systems Medicine, Ninewells Hospital & Medical School, University of Dundee, James Arrott Drive, Dundee, DD1 9SY, UK.
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Burnie L, Chockalingam N, Holder A, Claypole T, Kilduff L, Bezodis N. Commercially available pressure sensors for sport and health applications: A comparative review. Foot (Edinb) 2023; 56:102046. [PMID: 37597352 DOI: 10.1016/j.foot.2023.102046] [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: 07/14/2023] [Accepted: 08/10/2023] [Indexed: 08/21/2023]
Abstract
Pressure measurement systems have numerous applications in healthcare and sport. The purpose of this review is to: (a) describe the brief history of the development of pressure sensors for clinical and sport applications, (b) discuss the design requirements for pressure measurement systems for different applications, (c) critique the suitability, reliability, and validity of commercial pressure measurement systems, and (d) suggest future directions for the development of pressure measurements systems in this area. Commercial pressure measurement systems generally use capacitive or resistive sensors, and typically capacitive sensors have been reported to be more valid and reliable than resistive sensors for prolonged use. It is important to acknowledge, however, that the selection of sensors is contingent upon the specific application requirements. Recent improvements in sensor and wireless technology and computational power have resulted in systems that have higher sensor density and sampling frequency with improved usability - thinner, lighter platforms, some of which are wireless, and reduced the obtrusiveness of in-shoe systems due to wireless data transmission and smaller data-logger and control units. Future developments of pressure sensors should focus on the design of systems that can measure or accurately predict shear stresses in conjunction with pressure, as it is thought the combination of both contributes to the development of pressure ulcers and diabetic plantar ulcers. The focus for the development of in-shoe pressure measurement systems is to minimise any potential interference to the patient or athlete, and to reduce power consumption of the wireless systems to improve the battery life, so these systems can be used to monitor daily activity. A potential solution to reduce the obtrusiveness of in-shoe systems include thin flexible pressure sensors which can be incorporated into socks. Although some experimental systems are available further work is needed to improve their validity and reliability.
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Affiliation(s)
- Louise Burnie
- Department of Sport, Exercise and Rehabilitation, Faculty of Health & Life Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK.
| | - Nachiappan Chockalingam
- Centre for Biomechanics and Rehabilitation Technologies, Staffordshire University, Stoke on Trent ST4 2RU, UK
| | | | - Tim Claypole
- Welsh Centre for Printing and Coating (WCPC), Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
| | - Liam Kilduff
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
| | - Neil Bezodis
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
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Pappas MC, Baudendistel ST, Schmitt AC, Au KLK, Hass CJ. Acclimatization of force production during walking in persons with Parkinson's disease. J Biomech 2023; 148:111477. [PMID: 36739723 PMCID: PMC10851883 DOI: 10.1016/j.jbiomech.2023.111477] [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: 09/23/2022] [Revised: 01/20/2023] [Accepted: 01/25/2023] [Indexed: 02/04/2023]
Abstract
Individuals with Parkinson's disease walk slowly, with short strides resulting in decreased mobility. Treadmill walking assessments are utilized to understand gait impairment in persons with Parkinson's disease and treadmill-based interventions to mobility have become increasingly popular. While walking on a treadmill, there is a reported initial acclimatization period where individuals adjust to the speed and dynamics of the moving belt before producing consistent walking patterns. It is unknown how much walking time is required for individuals with Parkinson's disease to acclimate to the treadmill. We investigated how spatiotemporal parameters and ground reaction forces changed during treadmill acclimatization. Twenty individuals with idiopathic Parkinson's (15 Males, 5 Females) walked for a five-minute treadmill session on an instrumented treadmill while motion capture data were collected. The measures of interest included ground reaction force measures (peak propulsive force, peak braking force, propulsive impulse, and braking impulse) and spatiotemporal measures (stride length, stride time, or double support time). Analyses demonstrated significantly increased propulsive impulse (p <.001) after the first minute, with no significant difference for the remaining minutes (p ≥ 0.395). There were no significant changes in the spatiotemporal measures (P =.065). These results quantify the stabilization of ground reaction force during the treadmill acclimatization period. Based on our findings, if steady-state gait is desired, we recommend participants walk for at least two minutes before data collection. Future clinical investigations should consider ground reaction force as sensitive parameters for evaluating gait in persons with Parkinson's disease in treadmill-based assessments or interventional therapies.
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Affiliation(s)
- Marc C Pappas
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA
| | - Sidney T Baudendistel
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA; Program in Physical Therapy, Washington University in St. Louis School of Medicine, St. Louis, MO, USA.
| | - Abigail C Schmitt
- Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, USA
| | | | - Chris J Hass
- Department of Applied Physiology and Kinesiology, College of Health and Human Performance, University of Florida, Gainesville, FL, USA; Norman Fixel Institute for Neurological Diseases, University of Florida, Gainesville, FL, USA
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Nascimento CMM, Lucena LDO, Lima ÁRD, Lima JCD, Lins CCDSA, Coriolano MDGWDS. Efeito imediato da estimulação auditiva rítmica nos parâmetros espaços-temporais da marcha de idosos sedentários: um estudo piloto. REVISTA BRASILEIRA DE GERIATRIA E GERONTOLOGIA 2020. [DOI: 10.1590/1981-22562020023.200121] [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 Objetivos Avaliar o efeito imediato da estimulação auditiva rítmica (EAR) com música sobre os parâmetros espaços-temporais da marcha em idosos sedentários e analisar possíveis interações com os episódios de quedas. Métodos Estudo piloto de intervenção com idosos sedentários (n=15), idade ≥ 60 anos, ambos os sexos, independentes na marcha. Adicionalmente, os idosos foram divididos em dois grupos, caidores (n=5) e não caidores (n=10), baseado no histórico de quedas no último ano. A avaliação dos parâmetros espaços-temporais da marcha foi realizada através do teste de Caminhada de 10 metros executado em marcha livre (T0), repetido com suporte da EAR com música (T1) e executado em marcha livre novamente (T2). Para a análise dos dados, foram utilizados a ANOVA de medidas repetidas e a ANOVA (two-way) para comparação entre os grupos, com o post hoc de Tukey. O tamanho do efeito das intervenções também foi calculado. Resultados Houve redução significativa do tempo e do número de passos e um aumento da velocidade da marcha (p<0,0001; com efeito grande) entre os momentos T0-T1 e T0-T2. Ambos os grupos caidores e não caidores apresentaram redução significativa do tempo e do número de passos (p<0,0001) e aumento da velocidade (p<0,0001), mas apenas na variável cadência houve efeito do grupo e da interação tempo e grupo. Conclusão Verificou-se um efeito imediato positivo do uso da EAR nos parâmetros espaços-temporais da marcha de idosos sedentários com maior efeito na cadência de idosos não caidores.
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Muthukrishnan N, Abbas JJ, Shill HA, Krishnamurthi N. Cueing Paradigms to Improve Gait and Posture in Parkinson's Disease: A Narrative Review. SENSORS 2019; 19:s19245468. [PMID: 31835870 PMCID: PMC6960538 DOI: 10.3390/s19245468] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 12/09/2019] [Accepted: 12/09/2019] [Indexed: 12/24/2022]
Abstract
Progressive gait dysfunction is one of the primary motor symptoms in people with Parkinson’s disease (PD). It is generally expressed as reduced step length and gait speed and as increased variability in step time and step length. People with PD also exhibit stooped posture which disrupts gait and impedes social interaction. The gait and posture impairments are usually resistant to the pharmacological treatment, worsen as the disease progresses, increase the likelihood of falls, and result in higher rates of hospitalization and mortality. These impairments may be caused by perceptual deficiencies (poor spatial awareness and loss of temporal rhythmicity) due to the disruptions in processing intrinsic information related to movement initiation and execution which can result in misperceptions of the actual effort required to perform a desired movement and maintain a stable posture. Consequently, people with PD often depend on external cues during execution of motor tasks. Numerous studies involving open-loop cues have shown improvements in gait and freezing of gait (FoG) in people with PD. However, the benefits of cueing may be limited, since cues are provided in a consistent/rhythmic manner irrespective of how well a person follows them. This limitation can be addressed by providing feedback in real-time to the user about performance (closed-loop cueing) which may help to improve movement patterns. Some studies that used closed-loop cueing observed improvements in gait and posture in PD, but the treadmill-based setup in a laboratory would not be accessible outside of a research setting, and the skills learned may not readily and completely transfer to overground locomotion in the community. Technologies suitable for cueing outside of laboratory environments could facilitate movement practice during daily activities at home or in the community and could strongly reinforce movement patterns and improve clinical outcomes. This narrative review presents an overview of cueing paradigms that have been utilized to improve gait and posture in people with PD and recommends development of closed-loop wearable systems that can be used at home or in the community to improve gait and posture in PD.
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Affiliation(s)
- Niveditha Muthukrishnan
- Center for Adaptive Neural Systems, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA; (N.M.); (J.J.A.)
| | - James J. Abbas
- Center for Adaptive Neural Systems, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA; (N.M.); (J.J.A.)
| | - Holly A. Shill
- Muhammad Ali Parkinson Center, Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA;
| | - Narayanan Krishnamurthi
- Center for Adaptive Neural Systems, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA; (N.M.); (J.J.A.)
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ 85004, USA
- Correspondence: ; Tel.: +1-(602)-496-0912
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10
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Classification of gait patterns between patients with Parkinson's disease and healthy controls using phase space reconstruction (PSR), empirical mode decomposition (EMD) and neural networks. Neural Netw 2019; 111:64-76. [PMID: 30690285 DOI: 10.1016/j.neunet.2018.12.012] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 12/25/2018] [Accepted: 12/28/2018] [Indexed: 12/15/2022]
Abstract
Parkinson's disease (PD) is a common neurodegenerative disorder that affects human's quality of life, especially leading to locomotor deficits such as postural instability and gait disturbances. Gait signal is one of the best features to characterize and detect movement disorders caused by a malfunction in parts of the brain and nervous system of the patients with PD. Various classification approaches using spatiotemporal gait variables have been presented earlier to classify Parkinson's gait. In this study we propose a novel method for gait pattern classification between patients with PD and healthy controls, based upon phase space reconstruction (PSR), empirical mode decomposition (EMD) and neural networks. First, vertical ground reaction forces (GRFs) at specific positions of human feet are captured and then phase space is reconstructed. The properties associated with the gait system dynamics are preserved in the reconstructed phase space. Three-dimensional (3D) PSR together with Euclidean distance (ED) has been used. These measured parameters demonstrate significant difference in gait dynamics between the two groups and have been utilized to form a reference variable set. Second, reference variables are decomposed into Intrinsic Mode Functions (IMFs) using EMD, and the third IMFs are extracted and served as gait features. Third, neural networks are then used as the classifier to distinguish between patients with PD and healthy controls based on the difference of gait dynamics preserved in the gait features between the two groups. Finally, experiments are carried out on 93 PD patients and 73 healthy subjects to assess the effectiveness of the proposed method. By using 2-fold, 10-fold and leave-one-out cross-validation styles, the correct classification rates are reported to be 91.46%, 96.99% and 98.80%, respectively. Compared with other state-of-the-art methods, the results demonstrate superior performance and the proposed method can serve as a potential candidate for the automatic and non-invasive classification between patients with PD and healthy subjects.
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Al-Yahya E, Mahmoud W, Meester D, Esser P, Dawes H. Neural Substrates of Cognitive Motor Interference During Walking; Peripheral and Central Mechanisms. Front Hum Neurosci 2019; 12:536. [PMID: 30687049 PMCID: PMC6333849 DOI: 10.3389/fnhum.2018.00536] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 12/20/2018] [Indexed: 12/22/2022] Open
Abstract
Current gait control models suggest that independent locomotion depends on central and peripheral mechanisms. However, less information is available on the integration of these mechanisms for adaptive walking. In this cross-sectional study, we investigated gait control mechanisms in people with Parkinson’s disease (PD) and healthy older (HO) adults: at self-selected walking speed (SSWS) and at fast walking speed (FWS). We measured effect of additional cognitive task (DT) and increased speed on prefrontal (PFC) and motor cortex (M1) activation, and Soleus H-reflex gain. Under DT-conditions we observed increased activation in PFC and M1. Whilst H-reflex gain decreased with additional cognitive load for both groups and speeds, H-reflex gain was lower in PD compared to HO while walking under ST condition at SSWS. Attentional load in PFC excites M1, which in turn increases inhibition on H-reflex activity during walking and reduces activity and sensitivity of peripheral reflex during the stance phase of gait. Importantly this effect on sensitivity was greater in HO. We have previously observed that the PFC copes with increased attentional load in young adults with no impact on peripheral reflexes and we suggest that gait instability in PD may in part be due to altered sensorimotor functioning reducing the sensitivity of peripheral reflexes.
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Affiliation(s)
- Emad Al-Yahya
- School of Rehabilitation Sciences, The University of Jordan, Amman, Jordan.,Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom
| | - Wala' Mahmoud
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom.,Institute for Clinical Psychology and Behavioural Neurobiology, Eberhard Karls Universität Tübingen, Tübingen, Germany
| | - Daan Meester
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom
| | - Patrick Esser
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom.,Faculty of Health and Life Sciences, Centre for Movement, Occupational and Rehabilitation Sciences, OxINMAHR, Oxford Brookes University, Oxford, United Kingdom
| | - Helen Dawes
- Movement Science Group, Faculty of Health and Life Sciences, Oxford Brookes University, Oxford, United Kingdom.,Faculty of Health and Life Sciences, Centre for Movement, Occupational and Rehabilitation Sciences, OxINMAHR, Oxford Brookes University, Oxford, United Kingdom
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12
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Ferrazzoli D, Ortelli P, Madeo G, Giladi N, Petzinger GM, Frazzitta G. Basal ganglia and beyond: The interplay between motor and cognitive aspects in Parkinson's disease rehabilitation. Neurosci Biobehav Rev 2018; 90:294-308. [PMID: 29733882 DOI: 10.1016/j.neubiorev.2018.05.007] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Revised: 04/28/2018] [Accepted: 05/03/2018] [Indexed: 02/08/2023]
Abstract
Parkinson's disease (PD) is characterized by motor and cognitive dysfunctions, affecting the motor behaviour. We summarize evidence that the interplay between motor and cognitive approaches is crucial in PD rehabilitation. Rehabilitation is complementary to pharmacological therapy and effective in reducing the PD disturbances, probably acting by inducing neuroplastic effects. The motor behaviour results from a complex integration between cortical and subcortical areas, underlying the motor, cognitive and motivational aspects of movement. The close interplay amongst these areas makes possible to learn, control and express habitual-automatic actions, which are dysfunctional in PD. The physiopathology of PD could be considered the base for the development of effective rehabilitation treatments. As the volitional action control is spared in early-medium stages of disease, rehabilitative approaches engaging cognition permit to achieve motor benefits and appear to be the most effective for PD. We will point out data supporting the relevance of targeting both motor and cognitive aspects in PD rehabilitation. Finally, we will discuss the role of cognitive engagement in motor rehabilitation for PD.
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Affiliation(s)
- Davide Ferrazzoli
- Department of Parkinson's Disease, Movement Disorders and Brain Injury Rehabilitation, "Moriggia-Pelascini" Hospital, Via Pelascini, 3, Gravedona ed Uniti, 22015, Como, Italy.
| | - Paola Ortelli
- Department of Parkinson's Disease, Movement Disorders and Brain Injury Rehabilitation, "Moriggia-Pelascini" Hospital, Via Pelascini, 3, Gravedona ed Uniti, 22015, Como, Italy.
| | - Graziella Madeo
- Department of Parkinson's Disease, Movement Disorders and Brain Injury Rehabilitation, "Moriggia-Pelascini" Hospital, Via Pelascini, 3, Gravedona ed Uniti, 22015, Como, Italy.
| | - Nir Giladi
- Movement Disorders Unit, Neurological Institute, Tel-Aviv Medical Centre, Sieratzki Chair in Neurology, Sackler School of Medicine, Sagol School for Neuroscience, Tel-Aviv University, Tel-Aviv, Israel.
| | - Giselle M Petzinger
- Department of Neurology, University of Southern California, Los Angeles, CA, 90033, United States; Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, 90033, United States.
| | - Giuseppe Frazzitta
- Department of Parkinson's Disease, Movement Disorders and Brain Injury Rehabilitation, "Moriggia-Pelascini" Hospital, Via Pelascini, 3, Gravedona ed Uniti, 22015, Como, Italy.
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13
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Repeatability of spatiotemporal, plantar pressure and force parameters during treadmill walking and running. Gait Posture 2018; 62:117-123. [PMID: 29547791 DOI: 10.1016/j.gaitpost.2018.03.017] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 02/13/2018] [Accepted: 03/06/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Instrumented treadmills with integrated pressure mats measure spatiotemporal, pressure and force parameters and are often used to investigate changes in gait patterns due to injury or rehabilitation. RESEARCH QUESTION What is the within- and between-day repeatability of such an instrumented treadmill for spatiotemporal parameters, peak pressures and forces during walking and running? METHODS Treadmill gait and running analysis were performed at 5.0, 6.5, and 9.0 km/h in 33 healthy adults (age: 31.6 ± 7.4 years; body mass index: 23.8 ± 3.2 kg/m2) once on day 1 and twice on day 7. For all three speeds, intraclass correlation coefficents (ICC) and smallest detectable differences (SDC) corresponding to 95% limits of agreement were calculated for spatiotemporal parameters and peak pressures and forces in the heel, midfoot, and forefoot regions. RESULTS All spatiotemporal parameters and peak forces in the heel, midfoot, and forefoot regions showed a good within- and between-day repeatability (ICCs > 0.878) for all gait speeds with within-day repeatability being generally higher. For peak pressures, only the heel and forefoot regions but not the midfoot region, showed good repeatability (ICC > 0.9) at all gait speeds. SDCs ranged from 1.5 to 2.5° for foot rotation, 4.4 to 6.6 cm for stride length, 0.7 to 2.5% for length of stance phases, and 2.8 to 9.2 N/cm2 for peak pressures in all foot regions. For walking, SDCs of peak forces in the heel, midfoot and forefoot regions were below 60 N, and for running below 135 N. SIGNIFICANCE Except for peak pressures in the midfoot, spatiotemporal and kinetic gait parameters during walking and running showed a good within- and between-day repeatability. Hence, the investigated treadmill is suitable to analyze gait patterns and changes in gait patterns due to interventions.
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Studer V, Maestri R, Clerici I, Spina L, Zivi I, Ferrazzoli D, Frazzitta G. Treadmill Training with Cues and Feedback Improves Gait in People with More Advanced Parkinson’s Disease. JOURNAL OF PARKINSONS DISEASE 2017; 7:729-739. [DOI: 10.3233/jpd-171126] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Valeria Studer
- Department of Parkinson’s Disease, Movement Disorders and Brain Injury Rehabilitation, “Moriggia-Pelascini” Hospital, Gravedona ed Uniti, Italy
| | - Roberto Maestri
- Department of Biomedical Engineering, Istituti Clinici Scientifici Maugeri Spa Società Benefit, IRCCS Montescano, Montescano (Pavia), Italy
| | - Ilaria Clerici
- Department of Parkinson’s Disease, Movement Disorders and Brain Injury Rehabilitation, “Moriggia-Pelascini” Hospital, Gravedona ed Uniti, Italy
| | - Letizia Spina
- Department of Parkinson’s Disease, Movement Disorders and Brain Injury Rehabilitation, “Moriggia-Pelascini” Hospital, Gravedona ed Uniti, Italy
| | - Ilaria Zivi
- Department of Parkinson’s Disease, Movement Disorders and Brain Injury Rehabilitation, “Moriggia-Pelascini” Hospital, Gravedona ed Uniti, Italy
| | - Davide Ferrazzoli
- Department of Parkinson’s Disease, Movement Disorders and Brain Injury Rehabilitation, “Moriggia-Pelascini” Hospital, Gravedona ed Uniti, Italy
| | - Giuseppe Frazzitta
- Department of Parkinson’s Disease, Movement Disorders and Brain Injury Rehabilitation, “Moriggia-Pelascini” Hospital, Gravedona ed Uniti, Italy
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Weir-Mayta P, Spencer KA, Eadie TL, Yorkston K, Savaglio S, Woollcott C. Internally Versus Externally Cued Speech in Parkinson's Disease and Cerebellar Disease. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2017; 26:583-595. [PMID: 28654941 PMCID: PMC5576967 DOI: 10.1044/2017_ajslp-16-0109] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Revised: 10/03/2016] [Accepted: 03/15/2017] [Indexed: 06/07/2023]
Abstract
PURPOSE The purpose of this study was to examine the effects of an internally versus externally cued speech task on perceived understandability and naturalness in speakers with Parkinson's disease (PD) and cerebellar disease (CD). METHOD Sentences extracted from a covertly recorded conversation (internally cued) were compared to the same sentences read aloud (externally cued) by speakers with PD and a clinical comparison group of speakers with CD. Experienced listeners rated the speech samples using a visual analog scale for the perceptual dimensions of understandability and naturalness. RESULTS Results suggest that experienced listeners rated the speech of participants with PD as significantly more natural and more understandable during the reading condition. Participants with CD were also rated as significantly more understandable during the reading condition, but ratings of naturalness did not differ between conversation and reading. CONCLUSIONS Speech tasks can have a pronounced impact on perceived speech patterns. For individuals with PD, both understandability and naturalness can improve during reading tasks versus conversational tasks. The speech benefits from reading may be attributed to several mechanisms, including possible improvement from an externally cued speech task. These findings have implications for speech task selection in evaluating individuals with dysarthria.
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Affiliation(s)
- Phil Weir-Mayta
- Department of Communication Sciences and Disorders, California State University, Fullerton
| | - Kristie A. Spencer
- Department of Speech and Hearing Sciences, University of Washington, Seattle
| | - Tanya L. Eadie
- Department of Speech and Hearing Sciences, University of Washington, Seattle
| | - Kathryn Yorkston
- Department of Rehabilitation Medicine, University of Washington, Seattle
| | - Sara Savaglio
- Department of Speech and Hearing Sciences, University of Washington, Seattle
| | - Chris Woollcott
- Department of Speech and Hearing Sciences, University of Washington, Seattle
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Tanabe S, Ii T, Koyama S, Saitoh E, Itoh N, Ohtsuka K, Katoh Y, Shimizu A, Tomita Y. Spatiotemporal treadmill gait measurements using a laser range scanner: feasibility study of the healthy young adults. Physiol Meas 2017; 38:N81-N92. [PMID: 28327472 DOI: 10.1088/1361-6579/aa63d1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Spatio-temporal parameters are typically used for gait analysis. Although these parameters are measured by sophisticated systems such as 3D motion capture system or optoelectronic bars, these systems cannot be deployed easily because of their high costs, large space requirements and elaborate set-up. The purpose of this study is to develope a system for measuring spatiotemporal gait parameters using a laser range scanner during treadmill gait. APPROACH To calculate accurate spatiotemporal parameters, the differences between the laser range scanner measured values and the reference values obtained from a 3D motion capture system were investigated in thirty subjects. From measurements in time and position at foot contact/off, adjustments to compensate for the differences in time and position were derived. Then, to determine the validity of the proposed system, values from the proposed system and the reference system were compared in four additional subjects. MAIN RESULTS The results indicate that the data from the laser range scanner demonstrate certain differences in time and position compared with reference values. However, when compensation values were introduced, each spatiotemporal parameter correlated well with the reference values. SIGNIFICANCE This newer system is smaller, is easier to deploy and requires less training than the 3D motion capture system.
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Affiliation(s)
- S Tanabe
- Faculty of Rehabilitation, School of Health Sciences, Fujita Health University, Toyoake, Japan
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17
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Speech outcomes in Parkinson's disease after subthalamic nucleus deep brain stimulation: A systematic review. Parkinsonism Relat Disord 2016; 33:3-11. [DOI: 10.1016/j.parkreldis.2016.09.022] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Revised: 08/01/2016] [Accepted: 09/22/2016] [Indexed: 11/15/2022]
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Abbruzzese LD, Salazar R, Aubuchon M, Rao AK. Temporal and spatial gait parameters in children with Cri du Chat Syndrome under single and dual task conditions. Gait Posture 2016; 50:47-52. [PMID: 27569649 DOI: 10.1016/j.gaitpost.2016.08.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Revised: 07/21/2016] [Accepted: 08/04/2016] [Indexed: 02/02/2023]
Abstract
AIM To describe temporal and spatial gait characteristics in individuals with Cri du Chat syndrome (CdCS) and to explore the effects of performing concurrent manual tasks while walking. METHODS The gait parameters of 14 participants with CdCS (mean age 10.3, range 3-20 years) and 14 age-matched controls (mean age 10.1, range 3-20 years) were collected using the GAITRite® instrumented walkway. All participants first walked without any concurrent tasks and then performed 2 motor dual task walking conditions (pitcher and tray). RESULTS Individuals with CdCS took more frequent, smaller steps than controls, but, on average, had a comparable gait speed. In addition, there was a significant task by group interaction. Participants decreased gait speed, decreased cadence, decreased step length, and increased% time in double limb support under dual task conditions compared to single task conditions. However, the age-matched controls altered their gait for both manual tasks, and the participants with CdCS only altered their gait for the tray task. INTERPRETATION Although individuals with CdCS ambulate with a comparable gait speed to age-matched controls under single task conditions, they did not significantly alter their gait when carrying a pitcher with a cup of water inside, like controls. It is not clear whether or not individuals with CdCS had difficulty attending to task demands or had difficulty modifying their gait.
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Affiliation(s)
- Laurel D Abbruzzese
- Program in Physical Therapy, Department of Rehabilitation and Regenerative Medicine, Columbia University College of Physicians and Surgeons, New York, USA.
| | - Rachel Salazar
- Department of Neurology, Columbia University College of Physicians and Surgeons, New York, USA
| | - Maddie Aubuchon
- Physical Therapy Department, Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA, USA
| | - Ashwini K Rao
- Program in Physical Therapy, Department of Rehabilitation and Regenerative Medicine and G.H. Sergievsky Center, Columbia University College of Physicians and Surgeons, New York, USA
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Gallagher R, Damodaran H, Werner WG, Powell W, Deutsch JE. Auditory and visual cueing modulate cycling speed of older adults and persons with Parkinson's disease in a Virtual Cycling (V-Cycle) system. J Neuroeng Rehabil 2016; 13:77. [PMID: 27543195 PMCID: PMC4992269 DOI: 10.1186/s12984-016-0184-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Accepted: 08/09/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Evidence based virtual environments (VEs) that incorporate compensatory strategies such as cueing may change motor behavior and increase exercise intensity while also being engaging and motivating. The purpose of this study was to determine if persons with Parkinson's disease and aged matched healthy adults responded to auditory and visual cueing embedded in a bicycling VE as a method to increase exercise intensity. METHODS We tested two groups of participants, persons with Parkinson's disease (PD) (n = 15) and age-matched healthy adults (n = 13) as they cycled on a stationary bicycle while interacting with a VE. Participants cycled under two conditions: auditory cueing (provided by a metronome) and visual cueing (represented as central road markers in the VE). The auditory condition had four trials in which auditory cues or the VE were presented alone or in combination. The visual condition had five trials in which the VE and visual cue rate presentation was manipulated. Data were analyzed by condition using factorial RMANOVAs with planned t-tests corrected for multiple comparisons. RESULTS There were no differences in pedaling rates between groups for both the auditory and visual cueing conditions. Persons with PD increased their pedaling rate in the auditory (F 4.78, p = 0.029) and visual cueing (F 26.48, p < 0.000) conditions. Age-matched healthy adults also increased their pedaling rate in the auditory (F = 24.72, p < 0.000) and visual cueing (F = 40.69, p < 0.000) conditions. Trial-to-trial comparisons in the visual condition in age-matched healthy adults showed a step-wise increase in pedaling rate (p = 0.003 to p < 0.000). In contrast, persons with PD increased their pedaling rate only when explicitly instructed to attend to the visual cues (p < 0.000). CONCLUSIONS An evidenced based cycling VE can modify pedaling rate in persons with PD and age-matched healthy adults. Persons with PD required attention directed to the visual cues in order to obtain an increase in cycling intensity. The combination of the VE and auditory cues was neither additive nor interfering. These data serve as preliminary evidence that embedding auditory and visual cues to alter cycling speed in a VE as method to increase exercise intensity that may promote fitness.
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Affiliation(s)
- Rosemary Gallagher
- Department of Physical Therapy, School of Health Professions, New York Institute of Technology, Old Westbury, NY, USA. .,Rivers Lab, Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers University Newark, Newark, NJ, USA.
| | - Harish Damodaran
- Rivers Lab, Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers University Newark, Newark, NJ, USA
| | - William G Werner
- Department of Physical Therapy, School of Health Professions, New York Institute of Technology, Old Westbury, NY, USA
| | - Wendy Powell
- School of Creative Technologies, University of Portsmouth, Portsmouth, UK
| | - Judith E Deutsch
- Rivers Lab, Department of Rehabilitation and Movement Sciences, School of Health Professions, Rutgers University Newark, Newark, NJ, USA.
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Ashoori A, Eagleman DM, Jankovic J. Effects of Auditory Rhythm and Music on Gait Disturbances in Parkinson's Disease. Front Neurol 2015; 6:234. [PMID: 26617566 PMCID: PMC4641247 DOI: 10.3389/fneur.2015.00234] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 10/22/2015] [Indexed: 12/05/2022] Open
Abstract
Gait abnormalities, such as shuffling steps, start hesitation, and freezing, are common and often incapacitating symptoms of Parkinson’s disease (PD) and other parkinsonian disorders. Pharmacological and surgical approaches have only limited efficacy in treating these gait disorders. Rhythmic auditory stimulation (RAS), such as playing marching music and dance therapy, has been shown to be a safe, inexpensive, and an effective method in improving gait in PD patients. However, RAS that adapts to patients’ movements may be more effective than rigid, fixed-tempo RAS used in most studies. In addition to auditory cueing, immersive virtual reality technologies that utilize interactive computer-generated systems through wearable devices are increasingly used for improving brain–body interaction and sensory–motor integration. Using multisensory cues, these therapies may be particularly suitable for the treatment of parkinsonian freezing and other gait disorders. In this review, we examine the affected neurological circuits underlying gait and temporal processing in PD patients and summarize the current studies demonstrating the effects of RAS on improving these gait deficits.
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Affiliation(s)
- Aidin Ashoori
- Columbia University College of Physicians & Surgeons , New York, NY , USA
| | - David M Eagleman
- Department of Neuroscience, Baylor College of Medicine , Houston, TX , USA
| | - Joseph Jankovic
- Department of Neurology, Parkinson's Disease Center and Movement Disorders Clinic, Baylor College of Medicine , Houston, TX , USA
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Schlick C, Ernst A, Bötzel K, Plate A, Pelykh O, Ilmberger J. Visual cues combined with treadmill training to improve gait performance in Parkinson’s disease: a pilot randomized controlled trial. Clin Rehabil 2015; 30:463-71. [PMID: 26038610 DOI: 10.1177/0269215515588836] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Accepted: 05/04/2015] [Indexed: 11/16/2022]
Abstract
Objective: To evaluate the effects of visual cues combined with treadmill training on gait performance in patients with Parkinson’s disease and to compare the strategy with pure treadmill training. Design: Pilot, exploratory, non-blinded, randomized controlled trial. Setting: University Hospital of Munich, Germany. Subjects: Twenty-three outpatients with Parkinson’s disease (Hoehn and Yahr stage II–IV). Interventions: Patients received 12 training sessions within five weeks of either visual cues combined with treadmill training ( n = 12) or pure treadmill training ( n = 11). Main measures: Outcome measures were gait speed, stride length and cadence recorded on the treadmill. Functional tests included the Timed Up and Go Test, the Unified Parkinson’s Disease Rating Scale and the Freezing of gait-questionnaire. Assessments were conducted at baseline, after the training period and at two months follow-up. Results: After the training period ( n = 20), gait speed and stride length had increased in both groups ( p ⩽ 0.05). Patients receiving the combined training scored better in the Timed Up and Go Test compared with the patients receiving pure treadmill training ( p ⩽ 0.05). At two months follow-up ( n = 13), patients who underwent the combined training sustained better results in gait speed and stride length ( p ⩽ 0.05) and sustained the improvement in the Timed Up and Go Test ( p ⩽ 0.05). Conclusions: This pilot study suggests that visual cues combined with treadmill training have more beneficial effects on gait than pure treadmill training in patients with a moderate stage of Parkinson’s disease. A large-scale study with longer follow-up is required.
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Affiliation(s)
- Cornelia Schlick
- Department of Orthopedic Surgery, Physical Medicine and Rehabilitation, University Hospital of Munich (LMU), Munich, Germany
- German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-University, Munich, Germany
| | - Alina Ernst
- Department of Orthopedic Surgery, Physical Medicine and Rehabilitation, University Hospital of Munich (LMU), Munich, Germany
| | - Kai Bötzel
- Department of Neurology, University Hospital of Munich (LMU), Munich, Germany
| | - Annika Plate
- Department of Neurology, University Hospital of Munich (LMU), Munich, Germany
| | - Olena Pelykh
- Department of Orthopedic Surgery, Physical Medicine and Rehabilitation, University Hospital of Munich (LMU), Munich, Germany
| | - Josef Ilmberger
- Department of Orthopedic Surgery, Physical Medicine and Rehabilitation, University Hospital of Munich (LMU), Munich, Germany
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Abstract
Movement disorders, which include disorders such as Parkinson's disease, dystonia, Tourette's syndrome, restless legs syndrome, and akathisia, have traditionally been considered to be disorders of impaired motor control resulting predominantly from dysfunction of the basal ganglia. This notion has been revised largely because of increasing recognition of associated behavioural, psychiatric, autonomic, and other non-motor symptoms. The sensory aspects of movement disorders include intrinsic sensory abnormalities and the effects of external sensory input on the underlying motor abnormality. The basal ganglia, cerebellum, thalamus, and their connections, coupled with altered sensory input, seem to play a key part in abnormal sensorimotor integration. However, more investigation into the phenomenology and physiological basis of sensory abnormalities, and about the role of the basal ganglia, cerebellum, and related structures in somatosensory processing, and its effect on motor control, is needed.
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Affiliation(s)
- Neepa Patel
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, TX, USA
| | - Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, TX, USA.
| | - Mark Hallett
- Human Motor Control Section, NINDS, National Institutes of Health, Bethesda, MD, USA
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Reed LF, Urry SR, Wearing SC. Reliability of spatiotemporal and kinetic gait parameters determined by a new instrumented treadmill system. BMC Musculoskelet Disord 2013; 14:249. [PMID: 23964707 PMCID: PMC3766030 DOI: 10.1186/1471-2474-14-249] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2013] [Accepted: 08/14/2013] [Indexed: 11/18/2022] Open
Abstract
Background Despite the emerging use of treadmills integrated with pressure platforms as outcome tools in both clinical and research settings, published evidence regarding the measurement properties of these new systems is limited. This study evaluated the within– and between–day repeatability of spatial, temporal and vertical ground reaction force parameters measured by a treadmill system instrumented with a capacitance–based pressure platform. Methods Thirty three healthy adults (mean age, 21.5 ± 2.8 years; height, 168.4 ± 9.9 cm; and mass, 67.8 ± 18.6 kg), walked barefoot on a treadmill system (FDM–THM–S, Zebris Medical GmbH) on three separate occasions. For each testing session, participants set their preferred pace but were blinded to treadmill speed. Spatial (foot rotation, step width, stride and step length), temporal (stride and step times, duration of stance, swing and single and double support) and peak vertical ground reaction force variables were collected over a 30–second capture period, equating to an average of 52 ± 5 steps of steady–state walking. Testing was repeated one week following the initial trial and again, for a third time, 20 minutes later. Repeated measures ANOVAs within a generalized linear modelling framework were used to assess between–session differences in gait parameters. Agreement between gait parameters measured within the same day (session 2 and 3) and between days (session 1 and 2; 1 and 3) were evaluated using the 95% repeatability coefficient. Results There were statistically significant differences in the majority (14/16) of temporal, spatial and kinetic gait parameters over the three test sessions (P < .01). The minimum change that could be detected with 95% confidence ranged between 3% and 17% for temporal parameters, 14% and 33% for spatial parameters, and 4% and 20% for kinetic parameters between days. Within–day repeatability was similar to that observed between days. Temporal and kinetic gait parameters were typically more consistent than spatial parameters. The 95% repeatability coefficient for vertical force peaks ranged between ± 53 and ± 63 N. Conclusions The limits of agreement in spatial parameters and ground reaction forces for the treadmill system encompass previously reported changes with neuromuscular pathology and footwear interventions. These findings provide clinicians and researchers with an indication of the repeatability and sensitivity of the Zebris treadmill system to detect changes in common spatiotemporal gait parameters and vertical ground reaction forces.
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Affiliation(s)
- Lloyd F Reed
- School of Clinical Sciences, Queensland University of Technology, Kelvin Grove, 4059 Queensland, Australia.
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24
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Tanabe S, Saitoh E, Ohtsuka K, Teranishi T, Tomita Y, Muraoka Y. Simple method to reduce the effect of patient positioning variation on three-dimensional motion analysis during treadmill gait. Clin Pract 2013; 3:e30. [PMID: 24765518 PMCID: PMC3981261 DOI: 10.4081/cp.2013.e30] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Revised: 09/21/2013] [Accepted: 09/24/2013] [Indexed: 11/22/2022] Open
Abstract
Recently, three-dimensional (3D) closed curve trajectories of markers placed at strategic body locations, called cyclograms or Lissajous-like graphs, are used for treadmill gait analysis. A simple method is presented to reduce the effect of patient positioning variation. After breaking down movement into three components (anterior-posterior, medial-lateral and superior-inferior), the time-series data and time-inverted data are serially concatenated. A fast Fourier transform (FFT) is done, and a high-pass filter (except 0 Hz) is applied to the anterior-posterior and medial-lateral components. Next an inverse FFT is executed, and the posterior half of the outcome, corresponding to time-inverted data, is deleted. The 3D closed curve is then reconstructed. Results showed that the proposed method was able to reduce the effect of patient positioning variation. Since the adjusted curve is simply a symbolized gait pattern, the method might be useful as an adjunct tool in observational gait analysis.
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Affiliation(s)
- Shigeo Tanabe
- Faculty of Rehabilitation, School of Health Sciences, Fujita Health University
| | - Eiichi Saitoh
- Department of Rehabilitation Medicine I, School of Medicine, Fujita Health University
| | - Kei Ohtsuka
- Faculty of Rehabilitation, School of Health Sciences, Fujita Health University
| | - Toshio Teranishi
- Faculty of Rehabilitation, School of Health Sciences, Fujita Health University
| | - Yutaka Tomita
- Fujita Memorial Nanakuri Institute, Fujita Health University , Japan
| | - Yoshihiro Muraoka
- Faculty of Rehabilitation, School of Health Sciences, Fujita Health University
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25
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Muñoz-Hellín E, Cano-de-la-Cuerda R, Miangolarra-Page JC. [Visual cues as a therapeutic tool in Parkinson's disease. A systematic review]. Rev Esp Geriatr Gerontol 2013; 48:190-197. [PMID: 23735596 DOI: 10.1016/j.regg.2013.03.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2012] [Revised: 02/27/2013] [Accepted: 03/01/2013] [Indexed: 06/02/2023]
Abstract
Sensory stimuli or sensory cues are being used as a therapeutic tool for improving gait disorders in Parkinson's disease patients, but most studies seem to focus on auditory stimuli. The aim of this study was to conduct a systematic review regarding the use of visual cues over gait disorders, dual tasks during gait, freezing and the incidence of falls in patients with Parkinson to obtain therapeutic implications. We conducted a systematic review in main databases such as Cochrane Database of Systematic Reviews, TripDataBase, PubMed, Ovid MEDLINE, Ovid EMBASE and Physiotherapy Evidence Database, during 2005 to 2012, according to the recommendations of the Consolidated Standards of Reporting Trials, evaluating the quality of the papers included with the Downs & Black Quality Index. 21 articles were finally included in this systematic review (with a total of 892 participants) with variable methodological quality, achieving an average of 17.27 points in the Downs and Black Quality Index (range: 11-21). Visual cues produce improvements over temporal-spatial parameters in gait, turning execution, reducing the appearance of freezing and falls in Parkinson's disease patients. Visual cues appear to benefit dual tasks during gait, reducing the interference of the second task. Further studies are needed to determine the preferred type of stimuli for each stage of the disease.
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Affiliation(s)
- Elena Muñoz-Hellín
- Departamento de Fisioterapia, Terapia Ocupacional, Medicina Física y Rehabilitación, Laboratorio de Análisis del Movimiento, Biomecánica, Ergonomía y Control Motor, Facultad de Ciencias de Salud, Universidad Rey Juan Carlos, Alcorcón, Madrid, España
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