1
|
Ohara T, Zheng CY, Murata S, Wada C. Inducing unstable walking conditions through visual and auditory stimuli. J Phys Ther Sci 2024; 36:330-336. [PMID: 38832217 PMCID: PMC11144471 DOI: 10.1589/jpts.36.330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/04/2024] [Indexed: 06/05/2024] Open
Abstract
[Purpose] Falls can significantly affect elderly individuals. However, most current methods used to detect and analyze high-risk conditions make use of simulated falling movements for data collection, which may not accurately represent actual falls. The present study aimed to induce natural falls using visual and auditory stimuli to create unstable walking conditions. [Participants and Methods] Two experiments were performed. The first experiment focused on inducing unstable walking using visual stimuli; whereas, the second experiment combined visual and auditory stimuli. To investigate the effects of stimuli on the induction of unstable walking, our results were compared with those of normal walking conditions. In addition, the two experimental conditions were compared to identify the most effective stimuli. [Results] Both experiments revealed a decrease in step length, an increase in step time and width, and an increase in the coefficient of variation of measurements, indicating an induced walking pattern with a higher risk of falls. Furthermore, combining visual and auditory stimuli caused deterioration of inter-limb coordination, as observed through an increased phase coordination index, thus resulting in further instability during walking. [Conclusion] Visual and auditory stimuli induced unstable walking. In particular, the combination of visual and auditory stimuli with a 0.8-s rhythm increased instability.
Collapse
Affiliation(s)
- Tomomasa Ohara
- Graduate School of Life Science and Systems Engineering,
Kyushu Institute of Technology: 2-4 Hibikino, Wakamatsu-ku, Kitakyushu-shi, Fukuoka
808-0196, Japan
| | - Chong Yu Zheng
- Department of Mechatronics and Biomedical Engineering, Lee
Kong Chian Faculty of Engineering and Science, Tunku Abdul Rahman University,
Malaysia
| | - Shinji Murata
- Graduate School of Life Science and Systems Engineering,
Kyushu Institute of Technology: 2-4 Hibikino, Wakamatsu-ku, Kitakyushu-shi, Fukuoka
808-0196, Japan
| | - Chikamune Wada
- Graduate School of Life Science and Systems Engineering,
Kyushu Institute of Technology: 2-4 Hibikino, Wakamatsu-ku, Kitakyushu-shi, Fukuoka
808-0196, Japan
| |
Collapse
|
2
|
Sedhed J, Johansson H, Andersson N, Åkesson E, Kalbe E, Franzén E, Leavy B. Feasibility of a novel eHealth intervention for Parkinson's disease targeting motor-cognitive function in the home. BMC Neurol 2024; 24:114. [PMID: 38580913 PMCID: PMC10996106 DOI: 10.1186/s12883-024-03614-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 03/29/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Parkinson's disease (PD) drastically affects motor and cognitive function, but evidence shows that motor-cognitive training improves disease symptoms. Motor-cognitive training in the home is scarcely investigated and eHealth methods can provide continual support for PD self-management. Feasibility testing is however required. OBJECTIVE To assess the feasibility (i) Recruitment capability (ii) Acceptability and Suitability (iii) Demand and Safety of a home-based motor-cognitive eHealth exercise intervention in PD. METHODS The 10-week intervention was delivered using the ExorLive® application and exercises were individually adapted and systematically progressed and targeted functional strength, cardiovascular fitness, flexibility, and motor-cognitive function. People with mild-to moderate PD were assessed before and after the intervention regarding; gait performance in single and dual-task conditions; functional mobility; dual-task performance; balance performance; physical activity level; health related quality of life and perceived balance confidence and walking ability; global cognition and executive function. Feasibility outcomes were continuously measured using a home-exercise diary and contact with a physiotherapist. Changes from pre- and post-intervention are reported descriptively. RESULTS Fifteen participants (mean age 68.5 years) commenced and 14 completed the 10-week intervention. In relation to intervention Acceptability, 64% of the motor sessions and 52% of motor-cognitive sessions were rated as "enjoyable". Concerning Suitability, the average level of exertion (Borg RPE scale) was light (11-12). Adherence was high, with 86% of all (420) sessions reported as completed. No falls or other adverse events occurred in conjunction with the intervention. CONCLUSIONS This motor-cognitive eHealth home exercise intervention for PD was safe and feasible in terms of Recruitment capability, Acceptability, Safety and Demand. The intensity of physical challenge needs to be increased before testing in an efficacy trial. TRIAL REGISTRATION This trial is registered at Clinicaltrials.gov (NCT05027620).
Collapse
Affiliation(s)
- Jenny Sedhed
- Stockholm Sjukhem Foundation, R&D unit, Stockholm, Sweden.
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 141 83, Sweden.
| | - Hanna Johansson
- Stockholm Sjukhem Foundation, R&D unit, Stockholm, Sweden
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 141 83, Sweden
- Theme Women's Health and Allied Health Professionals, Medical unit Occupational Therapy & Physiotherapy, Karolinska University Hospital, Stockholm, Sweden
| | - Nina Andersson
- Stockholm Sjukhem Foundation, R&D unit, Stockholm, Sweden
| | - Elisabet Åkesson
- Stockholm Sjukhem Foundation, R&D unit, Stockholm, Sweden
- Department of Neurobiology, Care sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden
| | - Elke Kalbe
- Medical Psychology | Neuropsychology and Gender Studies and Center for Neuropsychological Diagnostics and Intervention (CeNDI), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Erika Franzén
- Stockholm Sjukhem Foundation, R&D unit, Stockholm, Sweden
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 141 83, Sweden
- Theme Women's Health and Allied Health Professionals, Medical unit Occupational Therapy & Physiotherapy, Karolinska University Hospital, Stockholm, Sweden
| | - Breiffni Leavy
- Stockholm Sjukhem Foundation, R&D unit, Stockholm, Sweden
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 141 83, Sweden
- Theme Women's Health and Allied Health Professionals, Medical unit Occupational Therapy & Physiotherapy, Karolinska University Hospital, Stockholm, Sweden
| |
Collapse
|
3
|
Robertson-Dick EE, Timm EC, Pal G, Ouyang B, Liu Y, Berry-Kravis E, Hall DA, O’Keefe JA. Digital gait markers to potentially distinguish fragile X-associated tremor/ataxia syndrome, Parkinson's disease, and essential tremor. Front Neurol 2023; 14:1308698. [PMID: 38162443 PMCID: PMC10755476 DOI: 10.3389/fneur.2023.1308698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 11/22/2023] [Indexed: 01/03/2024] Open
Abstract
Background Fragile X-associated tremor/ataxia syndrome (FXTAS), a neurodegenerative disease that affects carriers of a 55-200 CGG repeat expansion in the fragile X messenger ribonucleoprotein 1 (FMR1) gene, may be given an incorrect initial diagnosis of Parkinson's disease (PD) or essential tremor (ET) due to overlapping motor symptoms. It is critical to characterize distinct phenotypes in FXTAS compared to PD and ET to improve diagnostic accuracy. Fast as possible (FP) speed and dual-task (DT) paradigms have the potential to distinguish differences in gait performance between the three movement disorders. Therefore, we sought to compare FXTAS, PD, and ET patients using quantitative measures of functional mobility and gait under self-selected (SS) speed, FP, and DT conditions. Methods Participants with FXTAS (n = 22), PD (n = 23), ET (n = 20), and controls (n = 20) underwent gait testing with an inertial sensor system (APDM™). An instrumented Timed Up and Go test (i-TUG) was used to measure movement transitions, and a 2-min walk test (2MWT) was used to measure gait and turn variables under SS, FP, and DT conditions, and dual-task costs (DTC) were calculated. ANOVA and multinomial logistic regression analyses were performed. Results PD participants had reduced stride lengths compared to FXTAS and ET participants under SS and DT conditions, longer turn duration than ET participants during the FP task, and less arm symmetry than ET participants in SS gait. They also had greater DTC for stride length and velocity compared to FXTAS participants. On the i-TUG, PD participants had reduced sit-to-stand peak velocity compared to FXTAS and ET participants. Stride length and arm symmetry index during the DT 2MWT was able to distinguish FXTAS and ET from PD, such that participants with shorter stride lengths were more likely to have a diagnosis of PD and those with greater arm asymmetry were more likely to be diagnosed with PD. No gait or i-TUG parameters distinguished FXTAS from ET participants in the regression model. Conclusion This is the first quantitative study demonstrating distinct gait and functional mobility profiles in FXTAS, PD, and ET which may assist in more accurate and timely diagnosis.
Collapse
Affiliation(s)
- Erin E. Robertson-Dick
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL, United States
| | - Emily C. Timm
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL, United States
| | - Gian Pal
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Bichun Ouyang
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Yuanqing Liu
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Elizabeth Berry-Kravis
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
- Department of Pediatrics, Rush University Medical Center, Chicago, IL, United States
- Department of Biochemistry, Rush University Medical Center, Chicago, IL, United States
| | - Deborah A. Hall
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Joan A. O’Keefe
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL, United States
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| |
Collapse
|
4
|
Marusic U, Peskar M, Šömen MM, Kalc M, Holobar A, Gramann K, Wollesen B, Wunderlich A, Michel C, Miladinović A, Catalan M, Buoite Stella A, Ajcevic M, Manganotti P. Neuromuscular assessment of force development, postural, and gait performance under cognitive-motor dual-tasking in healthy older adults and people with early Parkinson's disease: Study protocol for a cross-sectional Mobile Brain/Body Imaging (MoBI) study. OPEN RESEARCH EUROPE 2023; 3:58. [PMID: 38009088 PMCID: PMC10674089 DOI: 10.12688/openreseurope.15781.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 10/23/2023] [Indexed: 11/28/2023]
Abstract
Background Neuromuscular dysfunction is common in older adults and more pronounced in neurodegenerative diseases. In Parkinson's disease (PD), a complex set of factors often prevents the effective performance of activities of daily living that require intact and simultaneous performance of the motor and cognitive tasks. Methods The cross-sectional study includes a multifactorial mixed-measure design. Between-subject factor grouping the sample will be Parkinson's Disease (early PD vs. healthy). The within-subject factors will be the task complexity (single- vs. dual-task) in each motor activity, i.e., overground walking, semi-tandem stance, and isometric knee extension, and a walking condition (wide vs. narrow lane) will be implemented for the overground walking activity only. To study dual-task (DT) effects, in each motor activity participants will be given a secondary cognitive task, i.e., a visual discrimination task for the overground walking, an attention task for the semi-tandem, and mental arithmetic for the isometric extension. Analyses of DT effects and underlying neuronal correlates will focus on both gait and cognitive performance where applicable. Based on an a priori sample size calculation, a total N = 42 older adults (55-75 years) will be recruited. Disease-specific changes such as laterality in motor unit behavior and cortical control of movement will be studied with high-density surface electromyography and electroencephalography during static and dynamic motor activities, together with whole-body kinematics. Discussion This study will be one of the first to holistically address early PD neurophysiological and neuromuscular patterns in an ecologically valid environment under cognitive-motor DT conditions of different complexities. The outcomes of the study aim to identify the biomarker for early PD either at the electrophysiological, muscular or kinematic level or in the communication between these systems. Clinical Trial Registration ClinicalTrials.Gov, NCT05477654. This study was approved by the Medical Ethical Committee (106/2021).
Collapse
Affiliation(s)
- Uros Marusic
- Science and Research Centre Koper, Institute for Kinesiology Research, Koper, Slovenia
- Department of Health Sciences, Alma Mater Europaea Evropski Center Maribor, Maribor, Slovenia
| | - Manca Peskar
- Science and Research Centre Koper, Institute for Kinesiology Research, Koper, Slovenia
- Department of Psychology and Ergonomics, Faculty V: Mechanical Engineering and Transport Systems, Technische Universitat Berlin, Berlin, Berlin, Germany
| | - Maja Maša Šömen
- Science and Research Centre Koper, Institute for Kinesiology Research, Koper, Slovenia
- Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia
| | - Miloš Kalc
- Science and Research Centre Koper, Institute for Kinesiology Research, Koper, Slovenia
- Faculty of Medicine, University of Maribor, Maribor, Slovenia
| | - Ales Holobar
- Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia
| | - Klaus Gramann
- Department of Psychology and Ergonomics, Faculty V: Mechanical Engineering and Transport Systems, Technische Universitat Berlin, Berlin, Berlin, Germany
| | - Bettina Wollesen
- Department of Psychology and Ergonomics, Faculty V: Mechanical Engineering and Transport Systems, Technische Universitat Berlin, Berlin, Berlin, Germany
- Institute of Human Movement Science, Faculty of Psychology and Human Movement, University Hamburg, Hamburg, Germany
| | - Anna Wunderlich
- Department of Psychology and Ergonomics, Faculty V: Mechanical Engineering and Transport Systems, Technische Universitat Berlin, Berlin, Berlin, Germany
| | - Christoph Michel
- Functional Brain Mapping Lab, Department of Basic Neurosciences, University of Geneva, Geneva, Switzerland
| | | | - Mauro Catalan
- Clinical Unit of Neurology, Department of Medicine, Surgery, and Health Sciences, University of Trieste, Trieste, Italy
| | - Alex Buoite Stella
- Clinical Unit of Neurology, Department of Medicine, Surgery, and Health Sciences, University of Trieste, Trieste, Italy
| | - Milos Ajcevic
- Clinical Unit of Neurology, Department of Medicine, Surgery, and Health Sciences, University of Trieste, Trieste, Italy
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
| | - Paolo Manganotti
- Clinical Unit of Neurology, Department of Medicine, Surgery, and Health Sciences, University of Trieste, Trieste, Italy
| |
Collapse
|
5
|
Giannakou E, Fotiadou S, Gourgoulis V, Mavrommatis G, Aggelousis N. A Comparative Analysis of Symmetry Indices for Spatiotemporal Gait Features in Early Parkinson's Disease. Neurol Int 2023; 15:1129-1139. [PMID: 37755361 PMCID: PMC10535875 DOI: 10.3390/neurolint15030070] [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: 07/19/2023] [Revised: 08/19/2023] [Accepted: 09/05/2023] [Indexed: 09/28/2023] Open
Abstract
This study compared the five most commonly used equations for calculating gait symmetry in discrete variables among Parkinson's disease patients. Twelve patients (five women and seven men) performed ten consecutive gait trials on a 10 m walkway. Gait data were collected using eight optoelectronic cameras (100 fr/s). The analysis focused on various spatiotemporal parameters, including cadence, step time, stride time, single support, double support, walking speed, step length, stride length, step width, and foot angle. Five symmetry indices were calculated for each trial rather than averaging the ten recorded trials. The variability in and reliability of each symmetry equation were assessed using the coefficient of variation (CV) and intraclass correlation coefficient (ICC), respectively. Additionally, Bland-Altman plots were produced to visualize the agreement between each pair of methods for each spatiotemporal parameter. The results revealed that the symmetry ratio method exhibited lower variability and higher reliability compared with the other four indices across all spatiotemporal gait parameters. However, it was found that the reliability of a single trial was generally poor, regardless of the symmetry calculation formula used. Therefore, we recommend basing measurements of gait asymmetry in Parkinson's disease on multiple trials.
Collapse
Affiliation(s)
- Erasmia Giannakou
- Department of Physical Education and Sport Science, School of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece; (E.G.); (S.F.); (V.G.)
| | - Styliani Fotiadou
- Department of Physical Education and Sport Science, School of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece; (E.G.); (S.F.); (V.G.)
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Vassilios Gourgoulis
- Department of Physical Education and Sport Science, School of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece; (E.G.); (S.F.); (V.G.)
| | - Georgios Mavrommatis
- Department of Physical Education and Sport Science, School of Physical Education and Sport Science, Aristotle University of Thessaloniki, 57001 Thessaloniki, Greece;
| | - Nikolaos Aggelousis
- Department of Physical Education and Sport Science, School of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece; (E.G.); (S.F.); (V.G.)
| |
Collapse
|
6
|
Johansson H, Folkerts AK, Hammarström I, Kalbe E, Leavy B. Effects of motor-cognitive training on dual-task performance in people with Parkinson's disease: a systematic review and meta-analysis. J Neurol 2023; 270:2890-2907. [PMID: 36820916 DOI: 10.1007/s00415-023-11610-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/03/2023] [Accepted: 02/04/2023] [Indexed: 02/24/2023]
Abstract
Motor-cognitive training in Parkinson's disease (PD) can positively affect gait and balance, but whether motor-cognitive (dual-task) performance improves is unknown. This meta-analysis, therefore, aimed to establish the current evidence on the effects of motor-cognitive training on dual-task performance in PD. Systematic searches were conducted in five databases and 11 studies with a total of 597 people (mean age: 68.9 years; mean PD duration: 6.8 years) were included. We found a mean difference in dual-task gait speed (0.12 m/s (95% CI 0.08, 0.17)), dual-task cadence (2.91 steps/min (95% CI 0.08, 5.73)), dual-task stride length (10.12 cm (95% CI 4.86, 15.38)) and dual-task cost on gait speed (- 8.75% (95% CI - 14.57, - 2.92)) in favor of motor-cognitive training compared to controls. The GRADE analysis revealed that the findings were based on high certainty evidence. Thus, we can for the first time systematically show that people with PD can improve their dual-task ability through motor-cognitive training.
Collapse
Affiliation(s)
- Hanna Johansson
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 14183, Stockholm, Sweden.
- Karolinska University Hospital, Theme Womens Health and Allied Health Professionals, Stockholm, Sweden.
| | - Ann-Kristin Folkerts
- Medical Psychology | Neuropsychology and Gender Studies, Centre for Neuropsychological Diagnostics and Intervention (CeNDI), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Ida Hammarström
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 14183, Stockholm, Sweden
| | - Elke Kalbe
- Medical Psychology | Neuropsychology and Gender Studies, Centre for Neuropsychological Diagnostics and Intervention (CeNDI), Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Breiffni Leavy
- Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Alfred Nobels Allé 23, Huddinge, 14183, Stockholm, Sweden
- Karolinska University Hospital, Theme Womens Health and Allied Health Professionals, Stockholm, Sweden
- Stockholm Sjukhem Foundation, Mariebergsgatan 22, 112 19, Stockholm, Sweden
| |
Collapse
|
7
|
The Executive-Function-Related Cognitive-Motor Dual Task Walking Performance and Task Prioritizing Effect on People with Parkinson's Disease. Healthcare (Basel) 2023; 11:healthcare11040567. [PMID: 36833101 PMCID: PMC9956339 DOI: 10.3390/healthcare11040567] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 01/31/2023] [Accepted: 02/04/2023] [Indexed: 02/17/2023] Open
Abstract
To safely walk in a community environment requires dual cognitive-walking ambulation ability for people with Parkinson's disease (PD). A past study showed inconsistent results on cognitive-walking performance for PD patients, possibly due to the various cognitive tasks used and task priority assignment. This study designed cognitive-walking tests that used executive-related cognitive tasks to evaluate patients with early-stage Parkinson's disease who did not have obvious cognitive deficits. The effect of assigning task prioritization was also evaluated. Sixteen individuals with PD (PD group) and 16 individuals without PD (control group) underwent single cognitive tests, single walking tests, dual walking tests, and prioritizing task tests. Three types of cognitive, spatial memory, Stroops, and calculation tasks were employed. The cognitive performance was evaluated by response time, accuracy, and speed-accuracy trade off composite score. The walking performance was evaluated by the temporal spatial gait characteristics and variation in gait. The results showed that the walking performance of the PD group was significantly worse than the control group in both single and dual walking conditions. The group difference in cognitive performance was shown in composite score under the dual calculation walking task but not under the single task. While assigning priority to walking, no group difference in walking was observed but the response accuracy rate of PD groups declined. This study concluded that the dual task walking test could sharpen the cognitive deficits for early-stage PD patients. The task priority assignment might not be recommended while testing gait deficits since it decreased the ability to discriminate group differences.
Collapse
|
8
|
Langer A, Lucke-Paulig L, Gassner L, Krüger R, Weiss D, Gharabaghi A, Zach H, Maetzler W, Hobert MA. Additive Effect of Dopaminergic Medication on Gait Under Single and Dual-Tasking Is Greater Than of Deep Brain Stimulation in Advanced Parkinson Disease With Long-Duration Deep Brain Stimulation. Neuromodulation 2023; 26:364-373. [PMID: 35227581 DOI: 10.1016/j.neurom.2022.01.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 12/10/2021] [Accepted: 01/04/2022] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Patients with advanced Parkinson disease (PD) often experience problems with mobility, including walking under single- (ST) and dual-tasking (DT) conditions. The effects of deep brain stimulation in the subthalamic nucleus (DBS) versus dopaminergic medication (Med) on these conditions are not well investigated. MATERIALS AND METHODS We used two ST and two DT-gait paradigms to evaluate the effect of DBS and dopaminergic medication on gait parameters in 14 PD patients (mean age 66 ± 8 years) under DBSOFF/MedON, DBSON/MedOFF, and DBSON/MedON conditions. They performed standardized 20-meter walks with convenient and fast speed. To test DT capabilities, they performed a checking-boxes and a subtraction task during fast-paced walking. Quantitative gait analysis was performed using a tri-axial accelerometer (Dynaport, McRoberts, The Netherlands). Dual-task costs (DTC) of gait parameters and secondary task performance were compared intraindividually between DBSOFF/MedON vs DBSON/MedON, and DBSON/MedOFF vs DBSON/MedON to estimate responsiveness. RESULTS Dopaminergic medication increased gait speed and cadence at convenient speed. It increased cadence and decreased number of steps at fast speed, and improved DTC of cadence during the checking boxes and DTC of cadence and number of steps during the subtraction tasks. DBS only improved DTC of cadence during the checking boxes and DTC of gait speed during the subtraction task. CONCLUSION Dopaminergic medication showed larger additional effects on temporal gait parameters under ST and DT conditions in advanced PD than DBS. These results, after confirmation in independent studies, should be considered in the medical management of advanced PD patients with gait and DT deficits.
Collapse
Affiliation(s)
- Agnes Langer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Lara Lucke-Paulig
- Center for Neurology, Hertie Institute for Clinical Brain Research, Department of Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany; Department of Endocrinology, Diabetology and Geriatrics, Stuttgart General Hospital, Bad Cannstatt, Germany
| | - Lucia Gassner
- Department of Sport Physiology, Institute of Sports Sciences, University of Vienna, Vienna, Austria; Royal Melbourne Institute of Technology, Melbourne, Australia; HTA Austria - Austrian Institute for Health Technology Assessment GmbH, Vienna, Austria
| | - Rejko Krüger
- Center for Neurology, Hertie Institute for Clinical Brain Research, Department of Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany; Luxembourg Institute of Health, Strassen, Luxembourg; Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg; Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - Daniel Weiss
- Center for Neurology, Hertie Institute for Clinical Brain Research, Department of Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany
| | - Alireza Gharabaghi
- Institute for Neuromodulation and Neurotechnology, Department of Neurosurgery and Neurotechnology, University Hospital Tuebingen, University of Tuebingen, Tuebingen, Germany
| | - Heidemarie Zach
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Walter Maetzler
- Center for Neurology, Hertie Institute for Clinical Brain Research, Department of Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany; Department of Neurology, Universitätsklinikum Schleswig-Holstein, Campus Kiel, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Markus A Hobert
- Center for Neurology, Hertie Institute for Clinical Brain Research, Department of Neurodegenerative Diseases, University of Tuebingen, Tuebingen, Germany; Department of Neurology, Universitätsklinikum Schleswig-Holstein, Campus Kiel, Christian-Albrechts-University Kiel, Kiel, Germany.
| |
Collapse
|
9
|
Geritz J, Welzel J, Hansen C, Maetzler C, Hobert MA, Elshehabi M, Knacke H, Aleknonytė-Resch M, Kudelka J, Bunzeck N, Maetzler W. Cognitive parameters can predict change of walking performance in advanced Parkinson's disease - Chances and limits of early rehabilitation. Front Aging Neurosci 2022; 14:1070093. [PMID: 36620765 PMCID: PMC9813446 DOI: 10.3389/fnagi.2022.1070093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 12/01/2022] [Indexed: 12/24/2022] Open
Abstract
Introduction Links between cognition and walking performance in patients with Parkinson's disease (PD), which both decline with disease progression, are well known. There is lack of knowledge regarding the predictive value of cognition for changes in walking performance after individualized therapy. The aim of this study is to identify relevant predictive cognitive and affective parameters, measurable in daily clinical routines, for change in quantitative walking performance after early geriatric rehabilitation. Methods Forty-seven acutely hospitalized patients with advanced PD were assessed at baseline (T1) and at the end (T2) of a 2-week early rehabilitative geriatric complex treatment (ERGCT). Global cognitive performance (Montreal Cognitive Assessment, MoCA), EF and divided attention (Trail Making Test B minus A, delta TMT), depressive symptoms, and fear of falling were assessed at T1. Change in walking performance was determined by the difference in quantitative walking parameters extracted from a sensor-based movement analysis over 20 m straight walking in single (ST, fast and normal pace) and dual task (DT, with secondary cognitive, respectively, motor task) conditions between T1 and T2. Bayesian regression (using Bayes Factor BF10) and multiple linear regression models were used to determine the association of non-motor characteristics for change in walking performance. Results Under ST, there was moderate evidence (BF10 = 7.8, respectively, BF10 = 4.4) that lower performance in the ∆TMT at baseline is associated with lower reduction of step time asymmetry after treatment (R 2 adj = 0.26, p ≤ 0.008, respectively, R 2 adj = 0.18, p ≤ 0.009). Under DT walking-cognitive, there was strong evidence (BF10 = 29.9, respectively, BF10 = 27.9) that lower performance in the ∆TMT is associated with more reduced stride time and double limb support (R 2 adj = 0.62, p ≤ 0.002, respectively, R 2 adj = 0.51, p ≤ 0.009). There was moderate evidence (BF10 = 5.1) that a higher MoCA total score was associated with increased gait speed after treatment (R 2 adj = 0.30, p ≤ 0.02). Discussion Our results indicate that the effect of ERGT on change in walking performance is limited for patients with deficits in EF and divided attention. However, these patients also seem to walk more cautiously after treatment in walking situations with additional cognitive demand. Therefore, future development of individualized treatment algorithms is required, which address individual needs of these vulnerable patients.
Collapse
Affiliation(s)
- Johanna Geritz
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany,Department of Psychology, University of Lübeck, Lübeck, Germany,*Correspondence: Johanna Geritz,
| | - Julius Welzel
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Clint Hansen
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Corina Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Markus A. Hobert
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Morad Elshehabi
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Henrike Knacke
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | | | - Jennifer Kudelka
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Nico Bunzeck
- Department of Psychology, University of Lübeck, Lübeck, Germany,Center of Brain, Behavior and Metabolism (CBBM), University of Lübeck, Lübeck, Germany
| | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| |
Collapse
|
10
|
Zhang X, Fan W, Yu H, Li L, Chen Z, Guan Q. Single- and dual-task gait performance and their diagnostic value in early-stage Parkinson's disease. Front Neurol 2022; 13:974985. [PMID: 36313494 PMCID: PMC9615249 DOI: 10.3389/fneur.2022.974985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/28/2022] [Indexed: 11/25/2022] Open
Abstract
Background Gait parameters are considered potential diagnostic markers of Parkinson's disease (PD). We aimed to 1) assess the gait impairment in early-stage PD and its related factors in the single-task (ST) and dual-task (DT) walking tests and 2) evaluate and compare the diagnostic value of gait parameters for early-stage PD under ST and DT conditions. Methods A total of 97 early-stage PD patients and 41 healthy controls (HC) were enrolled at Hwa Mei hospital. Gait parameters were gathered and compared between the two groups in the ST and DT walking test, controlling for covariates. Utilizing the receiver operating characteristic curve, diagnostic parameters were investigated. Results In the ST walking test, significantly altered gait patterns could be observed in early-stage PD patients in all domains of gait, except for asymmetry (P < 0.05). Compared to the ST walking test, the early-stage PD group performed poorly in the DT walking test in the pace, rhythm, variability and postural control domain (P < 0.05). Older, heavier subjects, as well as those with lower height, lower level of education and lower gait velocity, were found to have a poorer gait performance (P < 0.05). Stride length (AUC = 0.823, sensitivity, 68.0%; specificity, 85.4%; P < 0.001) and heel strike angle (AUC = 0.796, sensitivity, 71.1%; specificity, 80.5%; P < 0.001) could distinguish early-stage PD patients from HCs with moderate accuracy, independent of covariates. The diagnostic accuracy of gait parameters under ST conditions were statistically noninferior to those under DT conditions(P>0.05). Combining all gait parameters with diagnostic values under ST and DT walking test, the predictive power significantly increased with an AUC of 0.924 (sensitivity, 85.4%; specificity, 92.7%; P < 0.001). Conclusion Gait patterns altered in patients with early-stage PD but the gait symmetry remained preserved. Stride length and heel strike angle were the two most prominent gait parameters of altered gait in early-stage of PD that could serve as diagnostic markers of early-stage PD. Our findings are helpful to understand the gait pattern of early-stage PD and its related factors and can be conducive to the development of new diagnostic tools for early-stage PD.
Collapse
Affiliation(s)
| | | | | | | | - Zhaoying Chen
- Department of Neurology, Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| | - Qiongfeng Guan
- Department of Neurology, Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China
| |
Collapse
|
11
|
Liu YC, Yang YR, Yeh NC, Ku PH, Lu CF, Wang RY. Multiarea Brain Activation and Gait Deterioration During a Cognitive and Motor Dual Task in Individuals With Parkinson Disease. J Neurol Phys Ther 2022; 46:260-269. [PMID: 35404916 DOI: 10.1097/npt.0000000000000402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE In people with Parkinson disease (PD), gait performance deteriorating during dual-task walking has been noted in previous studies. However, the effects of different types of dual tasks on gait performance and brain activation are still unknown. The purpose of this study was to investigate cognitive and motor dual-task walking performance on multiarea brain activity in individuals with PD. METHODS Twenty-eight participants with PD were recruited and performed single walking (SW), walking while performing a cognitive task (WCT), and walking while performing a motor task (WMT) at their self-selected speed. Gait performance including walking speed, stride length, stride time, swing cycle, temporal and spatial variability, and dual-task cost (DTC) was recorded. Brain activation of the prefrontal cortex (PFC), premotor cortex (PMC), and supplementary motor areas (SMA) were measured using functional near-infrared spectroscopy during walking. RESULTS Walking performance deteriorated upon performing a secondary task, especially the cognitive task. Also, a higher and more sustained activation in the PMC and SMA during WCT, as compared with the WMT and SW, in the late phase of walking was found. During WMT, however, the SMA and PMC did not show increased activation compared with during SW. Moreover, gait performance was negatively correlated with PMC and SMA activity during different walking tasks. DISCUSSION AND CONCLUSIONS Individuals with mild to moderate PD demonstrated gait deterioration during dual-task walking, especially during WCT. The SMA and PMC were further activated in individuals with PD when performing cognitive dual-task walking.Supplemental Digital Content is Available in the Text.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content 1, available at: http://links.lww.com/JNPT/A383 ).
Collapse
Affiliation(s)
- Yan-Ci Liu
- School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan (Y.C.L.); and Departments of Physical Therapy and Assistive Technology (Y.R.Y., N.C.Y., P.H.K., R.Y.W.) and Biomedical Imaging and Radiological science (C.F.L.), National Yang Ming Chiao Tung University, Taipei, Taiwan
| | | | | | | | | | | |
Collapse
|
12
|
Nwogo RO, Kammermeier S, Singh A. Abnormal neural oscillations during gait and dual-task in Parkinson’s disease. Front Syst Neurosci 2022; 16:995375. [PMID: 36185822 PMCID: PMC9522469 DOI: 10.3389/fnsys.2022.995375] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 08/23/2022] [Indexed: 12/03/2022] Open
Abstract
Gait dysfunctions are debilitating motor symptoms of Parkinson’s disease (PD) and may result in frequent falling with health complications. The contribution of the motor-cognitive network to gait disturbance can be studied more thoroughly by challenging motor-cognitive dual-task gait performances. Gait is a complex motor task that requires an appropriate contribution from motor and cognitive networks, reflected in frequency modulations among several cortical and subcortical networks. Electrophysiological recordings by scalp electroencephalography and implanted deep brain stimulation (DBS) electrodes have unveiled modulations of specific oscillatory patterns in the cortical-subcortical circuits in PD. In this review, we summarize oscillatory contributions of the cortical, basal ganglia, mesencephalic locomotor, and cerebellar regions during gait and dual-task activities in PD. We detail the involvement of the cognitive network in dual-task settings and compare how abnormal oscillations in the specific frequency bands in the cortical and subcortical regions correlate with gait deficits in PD, particularly freezing of gait (FOG). We suggest that altered neural oscillations in different frequencies can cause derangements in broader brain networks, so neuromodulation and pharmacological therapies should be considered to normalize those network oscillations to improve challenged gait and dual-task motor functions in PD. Specifically, the theta and beta bands in premotor cortical areas, subthalamic nucleus, as well as alpha band activity in the brainstem prepontine nucleus, modulate under clinically effective levodopa and DBS therapies, improving gait and dual-task performance in PD with FOG, compared to PD without FOG and age-matched healthy control groups.
Collapse
Affiliation(s)
- Rachel O. Nwogo
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, United States
| | | | - Arun Singh
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, United States
- *Correspondence: Arun Singh,
| |
Collapse
|
13
|
Chen Y, Cao Z, Mao M, Sun W, Song Q, Mao D. Increased cortical activation and enhanced functional connectivity in the prefrontal cortex ensure dynamic postural balance during dual-task obstacle negotiation in the older adults: A fNIRS study. Brain Cogn 2022; 163:105904. [PMID: 36063567 DOI: 10.1016/j.bandc.2022.105904] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 08/15/2022] [Accepted: 08/22/2022] [Indexed: 01/12/2023]
Abstract
OBJECTIVE By analyzing the cortical activation and functional connectivity of the prefrontal cortex (PFC) during dual-task obstacle negotiation in the older adults, cognitive resources allocation and neural regulatory mechanisms of aging brain were shed light on in complex walking conditions. METHODS Twenty-eight healthy right-handed subjects participated in the study, including 15 men and 13 women (age: 68.6 ± 4.1 years, height: 162.96 ± 6.05 cm, weight: 63.63 ± 9.64 kg). There were four tasks: Normal Walk (NW), Obstacle Negotiation during Normal Walk (NW + ON), Walk while performing Cognitive Task (WCT), and Obstacle Negotiation during Walk while performing Cognitive Task (WCT + ON). Participants wore functional near-infrared spectroscopy (fNIRS) to collect hemodynamic signals from various regions of interest (ROIs) in the PFC, while the three-dimensional motion capture system was used to test the gait velocity. Cognitive task data was recorded. RESULTS In WCT + ON, the HbO2 concentration change value (△HbO2) of the left dorsolateral prefrontal cortex was significantly greater than that in the other three tasks (p < 0.05), and the△HbO2 of the right dorsolateral prefrontal cortex was significantly greater than that in NW + ON (p < 0.05). The gait velocities in the four tasks were significantly different (p < 0.05) (NW > WCT > NW + ON > WCT + ON). There was no significant difference in cognitive performance between in the WCT and WCT + ON (p > 0.05). In WCT + ON, the left and right dorsolateral prefrontal areas had strong functional connectivity and the left frontal pole was most widely connected to the other ROIs. Compared to that in NW, the functional connectivity of the left prefrontal lobe was significantly enhanced in WCT + ON (p < 0.05). CONCLUSIONS As walking difficulty increased, the PFC activation in the older adults changed from right-sided to bilateral activation, indicating that the left PFC cognitive resources compensated for the right PFC in dual-task obstacle negotiation. The cognitive resources recruitment in dual-task obstacle negotiation might be achieved by synchronization and coordination of associated brain areas in the PFC, primarily to maintain dynamic postural balance when walking.
Collapse
Affiliation(s)
- Yan Chen
- School of Kinesiology, Shanghai University of Sport, Shanghai 200438, China; College of Sport and Health, Shandong Sport University, Jinan, Shandong 250102, China.
| | - Zhenjing Cao
- College of Sport and Health, Shandong Sport University, Jinan, Shandong 250102, China
| | - Min Mao
- School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| | - Wei Sun
- College of Sport and Health, Shandong Sport University, Jinan, Shandong 250102, China
| | - Qipeng Song
- College of Sport and Health, Shandong Sport University, Jinan, Shandong 250102, China
| | - Dewei Mao
- School of Kinesiology, Shanghai University of Sport, Shanghai 200438, China; College of Sport and Health, Shandong Sport University, Jinan, Shandong 250102, China.
| |
Collapse
|
14
|
Scherbaum R, Moewius A, Oppermann J, Geritz J, Hansen C, Gold R, Maetzler W, Tönges L. Parkinson's disease multimodal complex treatment improves gait performance: an exploratory wearable digital device-supported study. J Neurol 2022; 269:6067-6085. [PMID: 35864214 PMCID: PMC9553759 DOI: 10.1007/s00415-022-11257-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND Wearable device-based parameters (DBP) objectively describe gait and balance impairment in Parkinson's disease (PD). We sought to investigate correlations between DBP of gait and balance and clinical scores, their respective changes throughout the inpatient multidisciplinary Parkinson's Disease Multimodal Complex Treatment (PD-MCT), and correlations between their changes. METHODS This exploratory observational study assessed 10 DBP and clinical scores at the start (T1) and end (T2) of a two-week PD-MCT of 25 PD in patients (mean age: 66.9 years, median HY stage: 2.5). Subjects performed four straight walking tasks under single- and dual-task conditions, and four balance tasks. RESULTS At T1, reduced gait velocity and larger sway area correlated with motor severity. Shorter strides during motor-motor dual-tasking correlated with motor complications. From T1 to T2, gait velocity improved, especially under dual-task conditions, stride length increased for motor-motor dual-tasking, and clinical scores measuring motor severity, balance, dexterity, executive functions, and motor complications changed favorably. Other gait parameters did not change significantly. Changes in motor complications, motor severity, and fear of falling correlated with changes in stride length, sway area, and measures of gait stability, respectively. CONCLUSION DBP of gait and balance reflect clinical scores, e.g., those of motor severity. PD-MCT significantly improves gait velocity and stride length and favorably affects additional DBP. Motor complications and fear of falling are factors that may influence the response to PD-MCT. A DBP-based assessment on admission to PD inpatient treatment could allow for more individualized therapy that can improve outcomes. TRIAL REGISTRATION NUMBER AND DATE DRKS00020948 number, 30-Mar-2020, retrospectively registered.
Collapse
Affiliation(s)
- Raphael Scherbaum
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, 44791, Bochum, Germany
| | - Andreas Moewius
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, 44791, Bochum, Germany
| | - Judith Oppermann
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, 44791, Bochum, Germany
| | - Johanna Geritz
- Department of Neurology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Clint Hansen
- Department of Neurology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Ralf Gold
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, 44791, Bochum, Germany.,Neurodegeneration Research, Protein Research Unit Ruhr (PURE), Ruhr University Bochum, 44801, Bochum, Germany
| | - Walter Maetzler
- Department of Neurology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Lars Tönges
- Department of Neurology, St. Josef-Hospital, Ruhr University Bochum, 44791, Bochum, Germany. .,Neurodegeneration Research, Protein Research Unit Ruhr (PURE), Ruhr University Bochum, 44801, Bochum, Germany.
| |
Collapse
|
15
|
Geritz J, Welzel J, Hansen C, Maetzler C, Hobert MA, Elshehabi M, Sobczak A, Kudelka J, Stiel C, Hieke J, Alpes A, Bunzeck N, Maetzler W. Does Executive Function Influence Walking in Acutely Hospitalized Patients With Advanced Parkinson's Disease: A Quantitative Analysis. Front Neurol 2022; 13:852725. [PMID: 35928127 PMCID: PMC9344922 DOI: 10.3389/fneur.2022.852725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 06/20/2022] [Indexed: 11/13/2022] Open
Abstract
IntroductionIt is well-known that, in Parkinson's disease (PD), executive function (EF) and motor deficits lead to reduced walking performance. As previous studies investigated mainly patients during the compensated phases of the disease, the aim of this study was to investigate the above associations in acutely hospitalized patients with PD.MethodsA total of seventy-four acutely hospitalized patients with PD were assessed with the delta Trail Making Test (ΔTMT, TMT-B minus TMT-A) and the Movement Disorder Society-revised version of the motor part of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS III). Walking performance was assessed with wearable sensors under single (ST; fast and normal pace) and dual-task (DT; walking and checking boxes as the motor secondary task and walking and subtracting seven consecutively from a given three-digit number as the cognitive secondary task) conditions over 20 m. Multiple linear regression and Bayes factor BF10 were performed for each walking parameter and their dual-task costs while walking (DTC) as dependent variables and also included ΔTMT, MDS-UPDRS III, age, and gender.ResultsUnder ST, significant negative effects of the use of a walking aid and MDS-UPDRS III on gait speed and at a fast pace on the number of steps were observed. Moreover, depending on the pace, the use of a walking aid, age, and gender affected step time variability. Under walking-cognitive DT, a resolved variance of 23% was observed in the overall model for step time variability DTC, driven mainly by age (β = 0.26, p = 0.09). Under DT, no other significant effects could be observed. ΔTMT showed no significant associations with any of the walking conditions.DiscussionThe results of this study suggest that, in acutely hospitalized patients with PD, reduced walking performance is mainly explained by the use of a walking aid, motor symptoms, age, and gender, and EF deficits surprisingly do not seem to play a significant role. However, these patients with PD should avoid walking-cognitive DT situations, as under this condition, especially step time variability, a parameter associated with the risk of falling in PD worsens.
Collapse
Affiliation(s)
- Johanna Geritz
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
- Department of Psychology and Center of Brain, Behavior and Metabolism (CBBM), University of Lübeck, Lübeck, Germany
- *Correspondence: Johanna Geritz
| | - Julius Welzel
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Clint Hansen
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Corina Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Markus A. Hobert
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Morad Elshehabi
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Alexandra Sobczak
- Department of Psychology and Center of Brain, Behavior and Metabolism (CBBM), University of Lübeck, Lübeck, Germany
| | - Jennifer Kudelka
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Christopher Stiel
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Johanne Hieke
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Annekathrin Alpes
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Nico Bunzeck
- Department of Psychology and Center of Brain, Behavior and Metabolism (CBBM), University of Lübeck, Lübeck, Germany
| | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel, Germany
| |
Collapse
|
16
|
Fear of Falling Does Not Influence Dual-Task Gait Costs in People with Parkinson's Disease: A Cross-Sectional Study. SENSORS 2022; 22:s22052029. [PMID: 35271176 PMCID: PMC8914753 DOI: 10.3390/s22052029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 02/20/2022] [Accepted: 03/01/2022] [Indexed: 11/11/2022]
Abstract
Cognitive deficits and fear of falling (FOF) can both influence gait patterns in Parkinson’s disease (PD). While cognitive deficits contribute to gait changes under dual-task (DT) conditions, it is unclear if FOF also influences changes to gait while performing a cognitive task. Here, we aimed to explore the association between FOF and DT costs in PD, we additionally describe associations between FOF, cognition, and gait parameters under single-task and DT. In 40 PD patients, motor symptoms (MDS-revised version of the Unified Parkinson’s Disease Rating Scale, Hoehn and Yahr), FOF (Falls Efficacy Scale International), and Montreal Cognitive Assessment (MoCA) were assessed. Spatiotemporal gait parameters were recorded with a validated mobile gait analysis system with inertial measurement units at each foot while patients walked in a 50 m hallway at their preferred speed under single-task and DT conditions. Under single-task conditions, stride length (β = 0.798) and spatial variability (β = 0.202) were associated with FOF (adjusted R2 = 0.19, p < 0.001) while the MoCA was only weakly associated with temporal variability (adjusted R2 = 0.05, p < 0.001). Under DT conditions, speed, stride length, and cadence decreased, while spatial variability, temporal variability, and stride duration increased with the largest effect size for speed. DT costs of stride length (β = 0.42) and age (β = 0.58) explained 18% of the MoCA variance. However, FOF was not associated with the DT costs of gait parameters. Gait difficulties in PD may exacerbate when cognitive tasks are added during walking. However, FOF does not appear to have a relevant effect on dual-task costs of gait.
Collapse
|
17
|
Gender based assessment of gait rhythms during dual-task in Parkinson’s disease and its early detection. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2021.103346] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
18
|
Cognitive correlates of dual tasking costs on the timed up and go test in Parkinson disease. Clin Park Relat Disord 2022; 7:100158. [PMID: 35957864 PMCID: PMC9358459 DOI: 10.1016/j.prdoa.2022.100158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 07/13/2022] [Accepted: 07/27/2022] [Indexed: 11/22/2022] Open
Abstract
Introduction Dual tasking impairments are an increasingly recognized contributor to falls in Parkinson disease (PD) and may be a promising therapeutic target for PD fall prevention trials. Depending on the context, ambulatory dual tasking difficulties may be caused by different types of neurocognitive impairments. Methods We performed a cross-sectional analysis of 21 participants with PD. All participants underwent detailed neuropsychological testing that was quantified using normative z-scores. All participants completed the 3-meter timed up and go test (TUG), with and without a dual tasking assignment. Biomechanistic properties of the TUG were quantified using APDM wearable OPAL sensors. We explored correlations between dual tasking cost (DTC) in 1) total TUG duration, 2) Sit-to-stand duration, 3) Stand-to-sit duration, and 4) turn velocity. Results Impaired total DTC in the TUG correlated inversely with global cognitive performance measured using the Montreal Cognitive Assessment (MoCA) (r = -0.4649, p = 0.0337). Sit-to-stand DTC impairments correlated inversely with processing speed on the WAIS-IV Coding (r = -0.5762, p = 0.0063), semantic fluency (r = -0.5100, p = 0.0182) and learning and memory on the Hopkins Verbal Learning Test-Revised total recall (r = -0.5502, p = 0.0098). Impaired stand-to-sit DTC function corelated inversely with visuospatial cognitive function on the Benton Judgement of Line Orientation (JOLO) test (r = -0.5181, p = 0.0161). Conclusions The link between dual tasking and fall risk in PD may be caused by cognitive features other than executive dysfunction and may vary based on the ambulatory task in question. These findings shed light on the cognitive contributions to falls in PD.
Collapse
|
19
|
Warmerdam E, Romijnders R, Hansen C, Elshehabi M, Zimmermann M, Metzger FG, von Thaler AK, Berg D, Schmidt G, Maetzler W. Arm swing responsiveness to dopaminergic medication in Parkinson's disease depends on task complexity. NPJ PARKINSONS DISEASE 2021; 7:89. [PMID: 34611152 PMCID: PMC8492858 DOI: 10.1038/s41531-021-00235-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 09/15/2021] [Indexed: 12/11/2022]
Abstract
The evidence of the responsiveness of dopaminergic medication on gait in patients with Parkinson’s disease is contradicting. This could be due to differences in complexity of the context gait was in performed. This study analysed the effect of dopaminergic medication on arm swing, an important movement during walking, in different contexts. Forty-five patients with Parkinson’s disease were measured when walking at preferred speed, fast speed, and dual-tasking conditions in both OFF and ON medication states. At preferred, and even more at fast speed, arm swing improved with medication. However, during dual-tasking, there were only small or even negative effects of medication on arm swing. Assuming that dual-task walking most closely reflects real-life situations, the results suggest that the effect of dopaminergic medication on mobility-relevant movements, such as arm swing, might be small in everyday conditions. This should motivate further studies to look at medication effects on mobility in Parkinson’s disease, as it could have highly relevant implications for Parkinson’s disease treatment and counselling.
Collapse
Affiliation(s)
- Elke Warmerdam
- Department of Neurology, Kiel University, Kiel, Germany. .,Faculty of Engineering, Kiel University, Kiel, Germany.
| | - Robbin Romijnders
- Department of Neurology, Kiel University, Kiel, Germany.,Faculty of Engineering, Kiel University, Kiel, Germany
| | - Clint Hansen
- Department of Neurology, Kiel University, Kiel, Germany
| | | | - Milan Zimmermann
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Florian G Metzger
- Department of Psychiatry and Psychotherapy, University Hospital of Tübingen, Tübingen, Germany.,Geriatric Center, University Hospital of Tübingen, Tübingen, Germany.,Vitos Hospital of Psychiatry and Psychotherapy Haina, Haina, Germany
| | - Anna-Katharina von Thaler
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Daniela Berg
- Department of Neurology, Kiel University, Kiel, Germany.,Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | | | | |
Collapse
|
20
|
Bhatt M, Mahana B, Ko JH, Kolesar TA, Kanitkar A, Szturm T. Computerized Dual-Task Testing of Gait Visuomotor and Cognitive Functions in Parkinson's Disease: Test-Retest Reliability and Validity. Front Hum Neurosci 2021; 15:706230. [PMID: 34335213 PMCID: PMC8320846 DOI: 10.3389/fnhum.2021.706230] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 06/15/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Mobility and cognitive impairments in Parkinson's disease (PD) often coexist and are prognostic of adverse health events. Consequently, assessment and training that simultaneously address both gait function and cognition are important to consider in rehabilitation and promotion of healthy aging. For this purpose, a computer game-based rehabilitation treadmill platform (GRP) was developed for dual-task (DT) assessment and training. OBJECTIVE The first objective was to establish the test-retest reliability of the GRP assessment protocol for DT gait, visuomotor and executive cognitive function in PD patients. The second objective was to examine the effect of task condition [single task (ST) vs. DT] and disease severity (stage 2 vs. stage 3) on gait, visuomotor and cognitive function. METHODS Thirty individuals aged 55 to 70 years, diagnosed with PD; 15 each at Hoehn and Yahr scale stage 2 (PD-2) and 3 (PD-3) performed a series of computerized visuomotor and cognitive game tasks while sitting (ST) and during treadmill walking (DT). A treadmill instrumented with a pressure mat was used to record center of foot pressure and compute the average and coefficient of variation (COV) of step time, step length, and drift during 1-min, speed-controlled intervals. Visuomotor and cognitive game performance measures were quantified using custom software. Testing was conducted on two occasions, 1 week apart. RESULTS With few exceptions, the assessment protocol showed moderate to high intraclass correlation coefficient (ICC) values under both ST and DT conditions for the spatio-temporal gait measures (average and COV), as well as the visuomotor tracking and cognitive game performance measures. A significant decline in gait, visuomotor, and cognitive game performance measures was observed during DT compared to ST conditions, and in the PD-3 compared to PD-2 groups. CONCLUSION The high to moderate ICC values along with the lack of systematic errors in the measures indicate that this tool has the ability to repeatedly record reliable DT interference (DTI) effects over time. The use of interactive digital media provides a flexible method to produce and evaluate DTI for a wide range of executive cognitive activities. This also proves to be a sensitive tool for tracking disease progression. CLINICAL TRIAL REGISTRATION www.ClinicalTrials.gov, identifier NCT03232996.
Collapse
Affiliation(s)
- Mayank Bhatt
- College of Rehabilitation Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Bhuvan Mahana
- College of Rehabilitation Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Ji Hyun Ko
- Department of Human Anatomy and Cell Science, University of Manitoba, Winnipeg, MB, Canada
| | - Tiffany A. Kolesar
- Department of Human Anatomy and Cell Science, University of Manitoba, Winnipeg, MB, Canada
| | - Anuprita Kanitkar
- College of Rehabilitation Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Tony Szturm
- College of Rehabilitation Sciences, University of Manitoba, Winnipeg, MB, Canada
| |
Collapse
|
21
|
Costa-Ribeiro A, Andrade SMMDS, Férrer MLV, Silva OAPD, Salvador MLS, Smaili S, Lindquist ARR. Can Task Specificity Impact tDCS-Linked to Dual Task Training Gains in Parkinson's Disease? A Protocol for a Randomized Controlled Trial. Front Aging Neurosci 2021; 13:684689. [PMID: 34276344 PMCID: PMC8281034 DOI: 10.3389/fnagi.2021.684689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 06/07/2021] [Indexed: 11/13/2022] Open
Abstract
Patients with Parkinson's disease (PD) have difficulties while performing dual-task activities, a condition present in everyday life. It is possible that strategies such as transcranial Direct Current Stimulation (tDCS) can be associated with motor training enriched with dual-task training to improve the performance of two concurrent tasks. Currently, it is unclear whether specific tasks and clinical conditions of PD patients have different results after the intervention. Therefore, the proposed randomized controlled trial will examine task-dependency in enhancing the effects of tDCS-linked rehabilitation training on PD and the relationships between baseline outcomes in responders and non-responders to therapy. Fifty-six patients with Parkinson's disease will be recruited to participate in this controlled, double-blind randomized multicentric clinical trial. Patients in modified Hoehn & Yahr stage 1.5-3, age between 40 and 70 years will be included. Subjects will be randomly assigned to an experimental group (EG) and a control group (CG). The EG will perform treadmill gait training associated with dual task exercises+tDCS, while the CG will only engage in treadmill gait training+tDCS. Blinded testers will assess patients before and after 12 intervention sessions and after a 4-week follow-up period. All patients will undergo a screening and an initial visit before being assessed for primary and secondary outcomes. The primary outcome measure is functional mobility measured by Timed Up and Go Test. Secondary outcomes include cognitive function, participation, motor function and body function and structure. This study will evaluate the effectiveness of an intervention protocol with tDCS, dual-task training and gait training in patients with PD. The study will also highlight the clinical factors and variability between individuals that could interfere in the training of a specific task and influence the therapeutic effect. Clinical Trial registration: www.ClinicalTrials.gov, identifier NCT04581590.
Collapse
Affiliation(s)
- Adriana Costa-Ribeiro
- NeuroMove Laboratory, Department of Physiotherapy, Federal University of Paraíba, Campus I Cidade Universitária, Joao Pessoa, Brazil
| | | | - Mayane Laís Veloso Férrer
- NeuroMove Laboratory, Department of Physiotherapy, Federal University of Paraíba, Campus I Cidade Universitária, Joao Pessoa, Brazil
| | - Ozair Argentille Pereira Da Silva
- Laboratory of Intervention and Analysis of Movement, Department of Physiotherapy, Federal University of Rio Grande do Norte, Campus Universitário, Natal, Brazil
| | - Maiara Llarena Silva Salvador
- Neuroscience and Aging Laboratory, Federal University of Paraíba, Campus I Cidade Universitária, Joao Pessoa, Brazil
| | - Suhaila Smaili
- Department of Physiotherapy, State University of Londrina, Londrina, Brazil
| | - Ana Raquel Rodrigues Lindquist
- Laboratory of Intervention and Analysis of Movement, Department of Physiotherapy, Federal University of Rio Grande do Norte, Campus Universitário, Natal, Brazil
| |
Collapse
|
22
|
Szturm T, Kolesar TA, Mahana B, Goertzen AL, Hobson DE, Marotta JJ, Strafella AP, Ko JH. Changes in Metabolic Activity and Gait Function by Dual-Task Cognitive Game-Based Treadmill System in Parkinson's Disease: Protocol of a Randomized Controlled Trial. Front Aging Neurosci 2021; 13:680270. [PMID: 34149399 PMCID: PMC8211751 DOI: 10.3389/fnagi.2021.680270] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 05/10/2021] [Indexed: 01/22/2023] Open
Abstract
Balance and gait impairments, and consequently, mobility restrictions and falls are common in Parkinson’s disease (PD). Various cognitive deficits are also common in PD and are associated with increased fall risk. These mobility and cognitive deficits are limiting factors in a person’s health, ability to perform activities of daily living, and overall quality of life. Community ambulation involves many dual-task (DT) conditions that require processing of several cognitive tasks while managing or reacting to sudden or unexpected balance challenges. DT training programs that can simultaneously target balance, gait, visuomotor, and cognitive functions are important to consider in rehabilitation and promotion of healthy active lives. In the proposed multi-center, randomized controlled trial (RCT), novel behavioral positron emission tomography (PET) brain imaging methods are used to evaluate the molecular basis and neural underpinnings of: (a) the decline of mobility function in PD, specifically, balance, gait, visuomotor, and cognitive function, and (b) the effects of an engaging, game-based DT treadmill walking program on mobility and cognitive functions. Both the interactive cognitive game tasks and treadmill walking require continuous visual attention, and share spatial processing functions, notably to minimize any balance disturbance or gait deviation/stumble. The ability to “walk and talk” normally includes activation of specific regions of the prefrontal cortex (PFC) and the basal ganglia (site of degeneration in PD). The PET imaging analysis and comparison with healthy age-matched controls will allow us to identify areas of abnormal, reduced activity levels, as well as areas of excessive activity (increased attentional resources) during DT-walking. We will then be able to identify areas of brain plasticity associated with improvements in mobility functions (balance, gait, and cognition) after intervention. We expect the gait-cognitive training effect to involve re-organization of PFC activity among other, yet to be identified brain regions. The DT mobility-training platform and behavioral PET brain imaging methods are directly applicable to other diseases that affect gait and cognition, e.g., cognitive vascular impairment, Alzheimer’s disease, as well as in aging.
Collapse
Affiliation(s)
- Tony Szturm
- College of Rehabilitation Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Tiffany A Kolesar
- Department of Human Anatomy and Cell Science, University of Manitoba, Winnipeg, MB, Canada
| | - Bhuvan Mahana
- College of Rehabilitation Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Andrew L Goertzen
- Department of Radiology, University of Manitoba, Winnipeg, MB, Canada
| | - Douglas E Hobson
- Department of Internal Medicine, University of Manitoba, Winnipeg, MB, Canada
| | | | - Antonio P Strafella
- Morton and Gloria Shulman Movement Disorder Unit, E. J. Safra Parkinson Disease Program, Neurology Division/Department of Medicine, Toronto Western Hospital, Krembil Brain Institute, University Health Network (UHN), Brain Health Imaging Centre, Campbell Family Mental Health Research Institute, CAMH, University of Toronto, Toronto, ON, Canada
| | - Ji Hyun Ko
- Department of Human Anatomy and Cell Science, University of Manitoba, Winnipeg, MB, Canada
| |
Collapse
|
23
|
Reyes A, Bartlett DM, Rankin TJ, Zaenker P, Turner K, Teo WP, Fu SC, Domingos J, Georgiou-Karistianis N, Ziman M, Cruickshank TM. Clinical Determinants of Dual Tasking in People With Premanifest Huntington Disease. Phys Ther 2021; 101:6106263. [PMID: 33482001 DOI: 10.1093/ptj/pzab016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 10/01/2020] [Accepted: 12/13/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Dual-tasking deficiencies are common in people with Huntington disease (HD) and contribute to reduced functional independence. To date, few studies have investigated the determinants of dual-tasking deficiencies in this population. The reliability of dual-tasking measures has also been poorly investigated in HD. The purpose of this study was to investigate the influence of clinical determinants on dual-tasking performance and to determine the association of disease burden outcomes on dual-tasking performance in individuals with premanifest HD. METHODS Thirty-six individuals with premanifest HD and 28 age- and sex-matched healthy controls were recruited for this study. Participants performed 3 single-task (2 cognitive and 1 motor) and 2 dual-task assessments, comprising motor (postural stability) and cognitive (simple or complex mental arithmetic) components. In addition, participants performed a comprehensive clinical battery comprising motor, cognitive, mood, and sleep assessments as well as lifestyle and disease burden measures. RESULTS Poorer sleep quality was associated with greater cognitive dual-task cost in individuals with premanifest HD. Compared with healthy controls, people with premanifest HD demonstrated an impaired capacity to dual task. Dual-task measures exhibited acceptable test-retest reliability in premanifest HD and healthy control groups. CONCLUSION These results show that dual-tasking measures are sensitive and reliable in individuals with premanifest HD. Furthermore, poor sleep quality is associated with worse cognitive performance on dual tasks, which should be considered by rehabilitation specialists when examining and therapeutically managing dual-tasking problems in individuals with HD and other neurodegenerative populations in the future. IMPACT This study adds important knowledge to the sparse literature on dual-tasking deficiencies in people with HD. When examining and therapeutically managing dual-tasking problems in this and other neurodegenerative populations, rehabilitation specialists should consider that people with premanifest HD may have an impaired capacity to dual task. Clinicians also should assess sleep quality, as poorer sleep quality is associated with worse cognitive performance on dual tasks in these individuals. LAY SUMMARY If you have premanifest HD and poor quality of sleep, you may pay more attention to maintaining postural stability rather than performing arithmetic calculations to reduce the risk of falling.
Collapse
Affiliation(s)
- Alvaro Reyes
- Facultad de Ciencias de la Rehabilitacion, Universidad Andres Bello, Santiago, Chile
| | - Danielle M Bartlett
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Perth, Western Australia, Australia
| | - Timothy J Rankin
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Perth, Western Australia, Australia
- Centre for Sleep Science, School of Human Sciences, Faculty of Science, University of Western Australia, Crawley, Perth, Western Australia, Australia
| | - Pauline Zaenker
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Perth, Western Australia, Australia
| | - Kate Turner
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Perth, Western Australia, Australia
| | - Wei-Peng Teo
- Physical Education and Sports Science Academic Group, National Institute of Education, Nanyang Technological University, Singapore
| | - Shih Ching Fu
- School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University, Perth, Western Australia, Australia
| | - Josefa Domingos
- Laboratory of Clinical Pharmacology and Therapeutics and Instituto de Medicina Molecular, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Nellie Georgiou-Karistianis
- School of Psychological Sciences and the Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Mel Ziman
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Perth, Western Australia, Australia
- School of Biomedical Science, University of Western Australia, Crawley, Perth, Western Australia, Australia
| | - Travis M Cruickshank
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, Perth, Western Australia, Australia
- Exercise Medicine Research Institute, School of Medical and Health Sciences, Edith Cowan University, Perth, Western Australia, Australia
- Perron Institute for Neurological and Translational Science, Perth, Western Australia, Australia
| |
Collapse
|
24
|
Johansson H, Ekman U, Rennie L, Peterson DS, Leavy B, Franzén E. Dual-Task Effects During a Motor-Cognitive Task in Parkinson's Disease: Patterns of Prioritization and the Influence of Cognitive Status. Neurorehabil Neural Repair 2021; 35:356-366. [PMID: 33719728 PMCID: PMC8073879 DOI: 10.1177/1545968321999053] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
People with Parkinson’s disease (PD) experience greater difficulties during dual task (DT) walking compared to healthy controls, but factors explaining the variance in DT costs remain largely unknown. Additionally, as cognitive impairments are common in PD it is important to understand whether cognitive status influences the strategies used during DT paradigms. The study aimed to (1) explore DT costs on gait and cognition during DT walking, (2) investigate factors associated with DT costs, and (3) to investigate to what extent patterns of DT costs and prioritization differed according to cognitive status. A total of 93 people with Parkinson’s disease were examined when walking in single and DT conditions. Information regarding demographics, PD severity, mobility, and cognitive and affective symptoms was collected, and an extensive neuropsychological test battery was used to classify whether participants had mild cognitive impairment (PD MCI) or not (PD non-MCI). Dual task costs were observed across all gait domains except asymmetry. Cognitive status was associated with DT costs on both gait and cognition. Nonmotor experiences of daily living were further associated with DT cost on cognition, and TUG-cog associated with DT cost on gait. People with PD MCI had larger DT costs on gait than PD non-MCI. Strategies differed according to cognitive status, whereby PD MCI used a posture-second strategy, and PD non-MCI used a posture-first strategy. Once verified in future studies, these results can inform clinicians and researchers when tailoring DT training paradigms to the specific characteristics of people with PD.
Collapse
Affiliation(s)
- Hanna Johansson
- Karolinska Institutet, Stockholm, Sweden.,Karolinska University Hospital, Stockholm, Sweden
| | - Urban Ekman
- Karolinska Institutet, Stockholm, Sweden.,Karolinska University Hospital, Stockholm, Sweden
| | - Linda Rennie
- Sunnaas Rehabilitation Hospital, Nesodden, Norway
| | - Daniel S Peterson
- Arizona State University, Phoenix, AZ, USA.,Phoenix Veterans Affairs Health Care System, Phoenix, AZ, USA
| | - Breiffni Leavy
- Karolinska Institutet, Stockholm, Sweden.,Karolinska University Hospital, Stockholm, Sweden.,Stockholm Sjukhem Foundation, Stockholm, Sweden
| | - Erika Franzén
- Karolinska Institutet, Stockholm, Sweden.,Karolinska University Hospital, Stockholm, Sweden.,Stockholm Sjukhem Foundation, Stockholm, Sweden
| |
Collapse
|
25
|
Ahmadi S, Siragy T, Nantel J. Regularity of kinematic data between single and dual-task treadmill walking in people with Parkinson's disease. J Neuroeng Rehabil 2021; 18:20. [PMID: 33526049 PMCID: PMC7852223 DOI: 10.1186/s12984-021-00807-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 01/11/2021] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND Regularity, quantified by sample entropy (SampEn), has been extensively used as a gait stability measure. Yet, there is no consensus on the calculation process and variant approaches, e.g. single-scale SampEn with and without incorporating a time delay greater than one, multiscale SampEn, and complexity index, have been used to calculate the regularity of kinematic or kinetic signals. The aim of the present study was to test the discriminatory performance of the abovementioned approaches during single and dual-task walking in people with Parkinson's disease (PD). METHODS Seventeen individuals with PD were included in this study. Participants completed two walking trials that included single and dual-task conditions. The secondary task was word searching with twelve words randomly appearing in the participants' visual field. Trunk linear acceleration at sternum level, linear acceleration of the center of gravity, and angular velocity of feet, shanks, and thighs, each in three planes of motion were collected. The regularity of signals was computed using approaches mentioned above for single and dual-task conditions. RESULTS Incorporating a time delay greater than one and considering multiple scales helped better distinguish between single and dual-task walking. For all signals, the complexity index, defined as the summary of multiscale SampEn analysis, was the most efficient discriminatory index between single-task walking and dual-tasking in people with Parkinson's disease. Specifically, the complexity index of the trunk linear acceleration of the center of gravity distinguished between the two walking conditions in all three planes of motion. CONCLUSIONS The significant results observed across the 24 signals studied in this study are illustrative examples of the complexity index's potential as a gait feature for classifying different walking conditions.
Collapse
Affiliation(s)
- Samira Ahmadi
- School of Human Kinetics, University of Ottawa, Ottawa, ON, Canada
| | - Tarique Siragy
- School of Human Kinetics, University of Ottawa, Ottawa, ON, Canada
| | - Julie Nantel
- School of Human Kinetics, University of Ottawa, Ottawa, ON, Canada.
| |
Collapse
|
26
|
Çekok K, Kahraman T, Duran G, Dönmez Çolakoğlu B, Yener G, Yerlikaya D, Genç A. Timed Up and Go Test With a Cognitive Task: Correlations With Neuropsychological Measures in People With Parkinson's Disease. Cureus 2020; 12:e10604. [PMID: 33123423 PMCID: PMC7584288 DOI: 10.7759/cureus.10604] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background The Timed Up and Go (TUG) test is a simple and widely used clinical test for the assessment of lower extremity function, balance, mobility, and fall risk in various populations. The TUG has been found as a valid and reliable measure in people with Parkinson’s disease (PD). Besides, the addition of a cognitive task to the TUG (TUG-cognitive) enhances predictive validity related to fall risk in people with PD. However, further investigation is needed about the correlations of the TUG-cognitive test with neuropsychological measures in people with PD. Methods Thirty-three people with PD [modified Hoehn and Yahr scale, median (min-max)=2.5 (1.0-3.0)] participated in this cross-sectional study. The TUG was administered in the traditional way and with a cognitive task (counting backward by three from any number between 20 and 100). Neuropsychological measures included the Montreal Cognitive Assessment (MoCA), Trail Making Test (TMT), and the Simple Reaction Time (SRT) test for stepping. The self-reported number of falls in the last six months was also recorded. Results The TUG-cognitive [13.1 (SD=8.5) seconds] was significantly longer than the TUG-traditional [12.2 (SD=8.1) seconds] (p<0.01). The TUG-cognitive significantly correlated with the MoCA [(rho=-0.712), TMT part A (TMT-A; rho=0.722), TMT part B (TMT-B; rho=0.694), SRT (rho=0.794), and number of falls (rho=0.960)] (p<0.01). The TUG-traditional also significantly correlated with the MoCA (rho=-0.682), TMT-A (rho=0.684), TMT-B (rho=0.746), SRT (rho=0.755), and number of falls (rho=0.702) (p<0.01). Conclusion Both the TUG-cognitive and TUG-traditional strongly correlated with neuropsychological measures; while the correlations were slightly stronger for the TUG-cognitive, the difference was not significant. The TUG-cognitive can be used in the clinical practice as a simple and more informative alternative to the TUG-traditional in people with PD.
Collapse
Affiliation(s)
- Kübra Çekok
- Physical Therapy, Medical Park Hospital, Izmir, TUR.,Physical Therapy, Graduate School of Health Sciences, Dokuz Eylül University, Izmir, TUR
| | - Turhan Kahraman
- Physiotherapy and Rehabilitation, Izmir Katip Celebi University, Izmir, TUR
| | - Gözde Duran
- Physical Medicine and Rehabilitation, Graduate School of Health Sciences, Dokuz Eylül University, Izmir, TUR
| | | | - Görsev Yener
- Neurology, Dokuz Eylül University, Izmir, TUR.,Izmir Biomedicine and Genome Center, Dokuz Eylül University, Izmir, TUR
| | | | - Arzu Genç
- Physical Therapy and Rehabilitation, Dokuz Eylül University, Izmir, TUR
| |
Collapse
|
27
|
Dagan M, Herman T, Bernad-Elazari H, Gazit E, Maidan I, Giladi N, Mirelman A, Manor B, Hausdorff JM. Dopaminergic therapy and prefrontal activation during walking in individuals with Parkinson's disease: does the levodopa overdose hypothesis extend to gait? J Neurol 2020; 268:658-668. [PMID: 32902733 DOI: 10.1007/s00415-020-10089-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/13/2020] [Accepted: 07/14/2020] [Indexed: 11/24/2022]
Abstract
The "levodopa-overdose hypothesis" posits that dopaminergic replacement therapy (1) increases performance on tasks that depend on the nigrostriatal-pathway (e.g., motor-control circuits), yet (2) decreases performance on tasks that depend upon the mesocorticolimbic-pathway (e.g., prefrontal cortex, PFC). Previous work in Parkinson's disease (PD) investigated this model while focusing on cognitive function. Here, we evaluated whether this model applies to gait in patients with PD and freezing of gait (FOG). Forty participants were examined in both the OFF anti-Parkinsonian medication state (hypo-dopaminergic) and ON state (hyper-dopaminergic) while walking with and without the concurrent performance of a serial subtraction task. Wireless functional near-infrared spectroscopy measured PFC activation during walking. Consistent with the "overdose-hypothesis", performance on the subtraction task decreased (p = 0.027) after dopamine intake. Moreover, the effect of walking condition on PFC activation depended on the dopaminergic state (i.e., interaction effect p = 0.001). Gait significantly improved after levodopa administration (p < 0.001). Nonetheless, PFC activation was higher (p = 0.013) in this state than in the OFF state during usual-walking. This increase in PFC activation in the ON state suggests that dopamine treatment interfered with PFC functioning. Otherwise, PFC activation, putatively a reflection of cognitive compensation, should have decreased. Moreover, in contrast to the OFF state, in the ON state, PFC activation failed to increase (p = 0.313) during dual-tasking, perhaps due to a "ceiling effect". These findings extend the "levodopa-overdose hypothesis" and suggest that it also applies to gait in PD patients. While dopaminergic therapy improves certain aspects of motor performance, optimal treatment should consider the "double-edged sword" of levodopa.
Collapse
Affiliation(s)
- Moria Dagan
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Talia Herman
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Hagar Bernad-Elazari
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Eran Gazit
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Inbal Maidan
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nir Giladi
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Anat Mirelman
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.,Department of Neurology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Brad Manor
- Harvard Medical School, Boston, MA, USA.,Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Roslindale, MA, USA
| | - Jeffrey M Hausdorff
- Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel. .,Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel. .,Department of Physical Therapy, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel. .,Department of Orthopedic Surgery, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL, USA.
| |
Collapse
|
28
|
Gooßes M, Saliger J, Folkerts AK, Nielsen J, Zierer J, Schmoll P, Niepold A, Colbach L, Leemhuis J, Engels L, van Krüchten M, Ophey A, Allert N, Karbe H, Kalbe E. Feasibility of Music-Assisted Treadmill Training in Parkinson's Disease Patients With and Without Deep Brain Stimulation: Insights From an Ongoing Pilot Randomized Controlled Trial. Front Neurol 2020; 11:790. [PMID: 33013612 PMCID: PMC7498575 DOI: 10.3389/fneur.2020.00790] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 06/25/2020] [Indexed: 01/07/2023] Open
Abstract
Background: Music-assisted treadmill training (MATT) is a new therapeutic approach for Parkinson's disease (PD) patients, combining treadmill training with rhythmic auditory cueing and visual feedback. PD studies have shown larger positive effects on motor outcomes than usual treadmill training. However, effects on cognition, in contrast, are less clear. Existing studies provided intensive training protocols and included only stable medicated patients. Thus, a pilot randomized controlled trial was designed to analyze the feasibility of a shorter training protocol as well as preliminary effects on cognition, motor function, and patient-centered outcomes in a rehabilitation setting where PD patients with and without deep brain stimulation (DBS) undergo adaptation of medication and DBS settings. Here, we present the results from the feasibility analysis of the still ongoing trial. Methods: Non-demented PD patients with and without DBS were recruited during their inpatient rehabilitation and randomized to an experimental group (EG; 20 min MATT) or an active control group (CG; 20 min bike ergometer training). The trainings took place for 8 consecutive days and were added to the usual rehabilitation. Feasibility was assessed with the following parameters: patients' study protocol acceptance, study protocol transferability into clinical routine, training-induced adverse events, and patients' training perception. Results: Thirty-two patients (EG: n = 15; CG: n = 17; 72% DBS) were included. The study protocol was well-accepted (inclusion rate: 84%). It was transferable into clinical routines; dropout rates of 40% (EG) and 18% (CG) were observed. However, an in-depth analysis of the dropout cohort did not reveal intervention-related dropout reasons. The MATT and the standard ergometer training showed no adverse events and were positively perceived by PD patients with and without DBS. Conclusion: MATT was shown to be a feasible, safe, and enjoyable treatment option in PD patients with and without DBS. Furthermore, the dropout cohort analysis revealed some exciting first insights into possible dropout reasons that go beyond the form of intervention. Therefore, research would benefit from a common practice of dropout analyses, as this would enhance our understanding of patients' therapy adherence and expectations.
Collapse
Affiliation(s)
- Mareike Gooßes
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Jochen Saliger
- Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Ann-Kristin Folkerts
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Jörn Nielsen
- Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Jürgen Zierer
- Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Paula Schmoll
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Annika Niepold
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Liz Colbach
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Janna Leemhuis
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Lea Engels
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Maria van Krüchten
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.,Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Anja Ophey
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Niels Allert
- Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Hans Karbe
- Neurological Rehabilitation Center Godeshoehe, Bonn, Germany
| | - Elke Kalbe
- Medical Psychology
- Neuropsychology and Gender Studies, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| |
Collapse
|
29
|
The Effect of a Secondary Task on Kinematics during Turning in Parkinson’s Disease with Mild to Moderate Impairment. Symmetry (Basel) 2020. [DOI: 10.3390/sym12081284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Patients with Parkinson’s disease (PD) show typical gait asymmetries. These peculiar motor impairments are exacerbated by added cognitive and/or mechanical loading. However, there is scarce literature that chains these two stimuli. The aim of this study was to investigate the combined effects of a dual task (cognitive task) and turning (mechanical task) on the spatiotemporal parameters in mild to moderate PD. Participants (nine patients with PD and nine controls (CRs)) were evaluated while walking at their self-selected pace without a secondary task (single task), and while repeating the days of the week backwards (dual task) along a straight direction and a 60° and 120° turn. As speculated, in single tasking, PD patients preferred to walk with a shorter stride length (p < 0.05) but similar timing parameters, compared to the CR group; in dual tasking, both groups walked slower with shorter strides. As the turn angle increased, the speed will be reduced (p < 0.001), whereas the ground–foot contact will become greater (p < 0.001) in all the participants. We showed that the combination of a simple cognitive task and a mechanical task (especially at larger angles) could represent an important training stimulus in PD at the early stages of the pathology.
Collapse
|
30
|
Anwary AR, Yu H, Vassallo M. Gait quantification and visualization for digital healthcare. HEALTH POLICY AND TECHNOLOGY 2020. [DOI: 10.1016/j.hlpt.2019.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
31
|
Ardenghi LG, Signorini AV, Maahs GS, Selaimen F, Deutsch KM, Dornelles S, Rieder CRDM. Deglutition Impairment during Dual Task in Parkinson Disease Is Associated with Cognitive Status. Int Arch Otorhinolaryngol 2020; 25:e41-e47. [PMID: 33542750 PMCID: PMC7850888 DOI: 10.1055/s-0039-3402440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 10/26/2019] [Indexed: 11/06/2022] Open
Abstract
Introduction
Dysphagia is a relevant symptom in Parkinson disease (PD), and its pathophysiology is poorly understood. To date, researchers have not investigated the effects of combined motor tasks on swallowing. Such an assessment is of particular interest in PD, in which patients have specific difficulties while performing two movements simultaneously.
Objective
The present study tested the hypothesis that performing concurrent tasks could decrease the safety of swallowing in PD patients as visualized using fiberoptic endoscopic evaluation of swallowing (FEES).
Methods
A total of 19 patients and 19 controls matched by age, gender, and level of schooling were compared by FEES under two conditions: isolated swallowing and dual task (swallowing during non-sequential opposition of the thumb against the other fingers). The two tasks involved volumes of food of 3 mL and 5 mL. The PD subjects were classified according to the Hoehn & Yahr (H&Y) Scale, the Mini Mental State Examination (MMSE), and the Montreal Cognitive Assessment (MoCA). The FEES assessment was performed according to the Boston Residue and Clearance Scale (BRACS).
Results
The data showed a significant worsening of swallowing in the dual task assessment for both volumes (3 mL:
p
≤ 0.001; 5 mL:
p
≤ 0.001) in the PD group. A correlation between the MoCA and dual-task swallowing of 3 mL was also found.
Conclusion
These findings suggest that additional tasks involving manual motor movements result in swallowing impairment in patients with PD. Moreover, these data highlight the need to further evaluate such conditions during treatment and assessment of PD patients.
Collapse
Affiliation(s)
| | - Alana Verza Signorini
- Program of Graduate Studies in Medical Sciences, Universidade Federal do Rio Grande do Sul, Cesar Lombroso, Porto Alegre, Brazil
| | - Gerson Schulz Maahs
- Departament of Health and Human Communication, Speech-Language Pathology Course, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Fabio Selaimen
- Program of Graduate Studies in Medical Sciences, Universidade Federal do Rio Grande do Sul, Cesar Lombroso, Porto Alegre, Brazil
| | - Konrado Massing Deutsch
- Departament of Health and Human Communication, Speech-Language Pathology Course, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Silvia Dornelles
- Department of Developmental Psychology and Personality Ramiro Barcelos, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Carlos Roberto de Mello Rieder
- Department of Neurology, Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, Brazil.,Department of Neurology, Distúrbios do Movimento, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| |
Collapse
|
32
|
Siragy T, Nantel J. Absent Arm Swing and Dual Tasking Decreases Trunk Postural Control and Dynamic Balance in People With Parkinson's Disease. Front Neurol 2020; 11:213. [PMID: 32362863 PMCID: PMC7180219 DOI: 10.3389/fneur.2020.00213] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Accepted: 03/09/2020] [Indexed: 11/29/2022] Open
Abstract
Introduction: Falling during walking is a common occurrence in people with Parkinson's disease and is closely associated with severe social and medical consequences. Recent evidence demonstrates that arm swing affects dynamic balance in healthy young adults; however, it remains unexamined what its effect is in people with Parkinson's disease, particularly when combined with a secondary dual task. Methods: Twenty people with Parkinson's disease (63.78 ± 8.97) walked with two arm swing conditions (absent and normal) with and without a secondary dual task. Data were collected on a split-belt treadmill CAREN Extended-System (Motek Medical, Amsterdam, NL). Average and standard deviations for trunk linear and angular velocity were calculated along with their instantaneous values (during foot strikes) in all three axes. Averages and coefficient of variations for step length, time, and width; margin of stability; and harmonic ratios were also calculated. Results: Compared with normal arm swing, absent arm swing reduced the least affected leg's average step length and increased its step length coefficient of variation while increasing step time coefficient of variation in the most affected leg. Further, absent arm swing reduced trunk anteroposterior instantaneous angular velocity (least affected leg) and reduced anteroposterior instantaneous linear velocity (bilaterally). For the vertical axis, absent arm swing increased the trunk's average angular velocity but reduced its instantaneous linear velocity and angular velocity standard deviation (least affected leg). Additionally, the margin of stability increased when the arms were absent (least affected leg). Alternatively, dual tasking reduced average step time (most affected leg) and increased the step width coefficient of variation (bilaterally). Additionally, dual tasking increased the mediolateral average angular velocity, instantaneous linear velocity standard deviation (bilaterally), and instantaneous angular velocity standard deviation (least affected leg). For the vertical axis, dual tasking increased average linear and angular velocity standard deviation as well as instantaneous angular velocity standard deviation (bilaterally). Conclusion: Findings suggest that participants attempted to control extraneous trunk movement (due to absent arm swing) through compensatory responses in both lower and upper extremities. However, participants appeared to predominately compensate on their least affected side. Contrastingly, modifying mediolateral foot placement appeared to be the main means of maintaining walking stability while dual tasking.
Collapse
Affiliation(s)
- Tarique Siragy
- School of Human Kinetics, University of Ottawa, Ottawa, ON, Canada
| | - Julie Nantel
- School of Human Kinetics, University of Ottawa, Ottawa, ON, Canada
| |
Collapse
|
33
|
Wang CY, Chan L, Wu D, Chi WC, Yen CF, Liao HF, Hong CT, Liou TH. Effect of Cognitive Disability and Ambulation Status on Functioning in Moderate-to-Advanced Parkinson Disease. Front Neurol 2020; 10:1360. [PMID: 31998219 PMCID: PMC6962294 DOI: 10.3389/fneur.2019.01360] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 12/09/2019] [Indexed: 12/23/2022] Open
Abstract
Background: As the disease progresses to moderate to advanced stages, people with Parkinson's disease (PwP) are likely to have various degrees of disability due to the motor and non-motor symptoms, such as ambulatory difficulty and cognitive impairment. The objective of this study was to investigate the impact of cognition and ambulation status on the functioning and disability of PwP using the World Health Orgnaization Disability Assessment Schedule 2.0 (WHODAS 2.0). Materials and Methods: A group of 10,581 PwP with Hoehn and Yahr Staging 3 and above were collected from a database of disability evaluation and functional assessment using the Taiwan Data Bank of Persons with Disability between July 2012 and October 2018. WHODAS 2.0 was administered and all PwP were grouped based on their ambulatory status, which was assessed by 3-m back and forth walk and cognitive ability, assessed by WHODAS 2.0 first domain with cut-off level at 58. Results: Non-ambulation and cognitive disability contributed independently to disability in all aspects of WHODAS 2.0 survey, including self-care, getting along with others, performing life activities and participation in society. Compared to ambulation status, cognitive disability had a greater negative impact on functioning in all aspects. Conclusion: Cognitive disability was associated with greater disability in moderate to advanced PwP than non-ambulatory status. The results of this study may indicate that cognition preservation is essential to ameliorate functional impairment and disability in moderate to advanced PwP.
Collapse
Affiliation(s)
- Chen Yu Wang
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
| | - Lung Chan
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Dean Wu
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Wen-Chou Chi
- Taiwan Society of International Classification of Functioning, Disability and Health, TSICF, New Taipei City, Taiwan.,Department of Occupational Therapy, Chung Shan Medical University, Taichung, Taiwan
| | - Chia-Feng Yen
- Taiwan Society of International Classification of Functioning, Disability and Health, TSICF, New Taipei City, Taiwan.,Department of Public Health, Tzu Chi University, Hualien City, Taiwan
| | - Hua-Fang Liao
- Taiwan Society of International Classification of Functioning, Disability and Health, TSICF, New Taipei City, Taiwan.,School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chien Tai Hong
- Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Department of Neurology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Tsan-Hon Liou
- Taiwan Society of International Classification of Functioning, Disability and Health, TSICF, New Taipei City, Taiwan.,Department of Physical Medicine and Rehabilitation, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.,Department of Physical Medicine and Rehabilitation, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Graduate Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei, Taiwan
| |
Collapse
|
34
|
Han SH, Kim CO, Kim KJ, Jeon J, Chang H, Kim ES, Park H. Quantitative analysis of the bilateral coordination and gait asymmetry using inertial measurement unit-based gait analysis. PLoS One 2019; 14:e0222913. [PMID: 31574130 PMCID: PMC6771998 DOI: 10.1371/journal.pone.0222913] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 09/10/2019] [Indexed: 11/18/2022] Open
Abstract
Inertial measurement unit (IMU)-based gait analysis can be used to quantitatively analyze the bilateral coordination and gait asymmetry (GA). The purpose of this study was to investigate changes in bilateral coordination and GA due to gait speed using an IMU based gait analysis and identify spatiotemporal factors affecting bilateral coordination and GA. Eighty healthy adults (40 men and 40 women) participated in the study. The mean age was 26.2 years, and the mean body mass index was 22.8 kg/m2. Three different walking speeds (80%, 100%, and 120% of preferred walking speed) on a treadmill were applied for 1 min of continuous level walking using a shoe-type IMU-based gait analysis system. The phase coordination index (PCI) and GA were calculated on three different walking speeds. Several variables (gait speed, height, body mass index, cadence, and step length) were analyzed as possible factors affecting the PCI and GA. Bilateral coordination and GA improved during fast walking (p = 0.005 and p = 0.019, respectively) and deteriorated during slow walking (p<0.001 and p = 0.008, respectively), compared with the participants' preferred walking speeds. The correlation analysis revealed that PCI was negatively correlated with step length at each walking condition and lower gait speed was negatively correlated with PCI and GA during slow walking. Both bilateral coordination and GA had a negative linear relationship with gait speed, showing an improvement in the fast walking condition and deterioration in the slow walking condition. Step length was the factor associated with the change in the bilateral coordination.
Collapse
Affiliation(s)
- Seung Hwan Han
- Department of Orthopaedic Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Chang Oh Kim
- Division of Geriatrics, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kwang Joon Kim
- Division of Geriatrics, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jeanhong Jeon
- Department of Orthopaedic Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hsienhao Chang
- Department of Orthopaedic Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun Seo Kim
- Department of Orthopaedic Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hoon Park
- Department of Orthopaedic Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- * E-mail:
| |
Collapse
|
35
|
Abstract
Parkinson's disease is the second most common neurodegenerative disease with a prevalence rate of 1-2 per 1000 of the population worldwide. Pharmacological management is the mainstay of treatment. Despite optimal medication, motor impairment particularly balance and gait impairment persist leading to various degree of disability and reduced quality-of-life. The present review describes motor impairment including postural impairment, gait dysfunction, reduced muscle strength and aerobic capacity and falls. Physical therapy and complementary exercises have been proven to improve motor performance and functional mobility. Evidence on the efficacy of physical therapy and complementary exercises is presented in this review. These exercises include gait training with cues, gait training with treadmill, Nordic walking, brisk walking, balance training, virtual reality interventions, Tai Chi and dance. All these treatment interventions produce short-term beneficial effects and some interventions demonstrate long-term benefit. Gait training with treadmill enhance walking performance and the effects sustain for 3-6 months. Balance training improves balance, function and reduces fall rate, and these effects carry over to at least 12 months after training ended. Sustained Tai Chi for 6 months, dance therapy for 12 months, progressive resistive training for 24 months alleviates the PD motor symptoms, suggesting that they could slow down PD progression. Based on this evidence, individuals with PD are encouraged to sustain their training in order to improve/maintain their physical ability and to combat the progression of PD.
Collapse
Affiliation(s)
- Margaret K Y Mak
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China.
| | - Irene S K Wong-Yu
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China
| |
Collapse
|
36
|
Ehgoetz Martens KA, Matar E, Hall JM, Phillips J, Szeto JYY, Gouelle A, Grunstein RR, Halliday GM, Lewis SJG. Subtle gait and balance impairments occur in idiopathic rapid eye movement sleep behavior disorder. Mov Disord 2019; 34:1374-1380. [PMID: 31242336 DOI: 10.1002/mds.27780] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 05/21/2019] [Accepted: 06/02/2019] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Although motor abnormalities have been flagged as potentially the most sensitive and specific clinical features for predicting the future progression to Parkinson's disease, little work has been done to characterize gait and balance impairments in idiopathic rapid eye movement sleep behavior disorder (iRBD). OBJECTIVE The objective of this study was to quantitatively determine any static balance as well as gait impairments across the 5 independent domains of gait in polysomnography-confirmed iRBD patients using normal, fast-paced, and dual-task walking conditions. METHODS A total of 38 participants (24 iRBD, 14 healthy controls) completed the following 5 different walking trials across a pressure sensor carpet: (1) normal pace, (2) fast pace, (3) while counting backward from 100 by 1s, (4) while naming as many animals as possible, (5) while subtracting 7s from 100. RESULTS Although no gait differences were found between the groups during normal walking, there were significant differences between groups under the fast-paced and dual-task gait conditions. Specifically, in response to the dual tasking, healthy controls widened their step width without changing step width variability, whereas iRBD patients did not widen their step width but, rather, significantly increased their step width variability. Similarly, changes between the groups were observed during fast-paced walking wherein the iRBD patients demonstrated greater step length asymmetry when compared with controls. CONCLUSIONS This study demonstrates that iRBD patients have subtle gait impairments, which likely reflect early progressive degeneration in brainstem regions that regulate both REM sleep and gait coordination. Such gait assessments may be useful as a diagnostic preclinical screening tool for future fulminant gait abnormalities for trials of disease-preventive agents. © 2019 International Parkinson and Movement Disorder Society.
Collapse
Affiliation(s)
- Kaylena A Ehgoetz Martens
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Parkinson's Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Sleep and Circadian Group (Centre for Sleep & Chronobiology [CIRUS]), Woolcock Institute of Medical Research, University of Sydney and Royal Prince Alfred Hospital, Sydney, Australia
| | - Elie Matar
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Parkinson's Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Sleep and Circadian Group (Centre for Sleep & Chronobiology [CIRUS]), Woolcock Institute of Medical Research, University of Sydney and Royal Prince Alfred Hospital, Sydney, Australia
| | - Julie M Hall
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Parkinson's Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Joseph Phillips
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Parkinson's Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia.,School of Social Sciences and Psychology, Western Sydney University, Sydney, Australia
| | - Jennifer Y Y Szeto
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Parkinson's Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Arnaud Gouelle
- ProtoKinetics, Havertown, Pennsylvania, USA.,Laboratory Performance, Santé Metrologie, Société, UFR STAPS (Unit for Teaching and Research - Sciences and Technics for Physical Activities and Sports), Reims, France
| | - Ronald R Grunstein
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Sleep and Circadian Group (Centre for Sleep & Chronobiology [CIRUS]), Woolcock Institute of Medical Research, University of Sydney and Royal Prince Alfred Hospital, Sydney, Australia
| | - Glenda M Halliday
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Simon J G Lewis
- ForeFront Research Team, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Parkinson's Disease Research Clinic, Brain and Mind Centre, University of Sydney, Sydney, Australia.,Sleep and Circadian Group (Centre for Sleep & Chronobiology [CIRUS]), Woolcock Institute of Medical Research, University of Sydney and Royal Prince Alfred Hospital, Sydney, Australia
| |
Collapse
|
37
|
Micó-Amigo ME, Kingma I, Heinzel S, Nussbaum S, Heger T, van Lummel RC, Berg D, Maetzler W, van Dieën JH. Dual vs. Single Tasking During Circular Walking: What Better Reflects Progression in Parkinson's Disease? Front Neurol 2019; 10:372. [PMID: 31139130 PMCID: PMC6527841 DOI: 10.3389/fneur.2019.00372] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 03/26/2019] [Indexed: 12/31/2022] Open
Abstract
Background and Aim: Reliable, valid and sensitive measures of dual-task-associated impairments in patients with Parkinson's disease (PD) may reveal progressive deficits unnoticed under single-task walking. The aim of this study was to quantitatively identify markers of progressive gait deficits in idiopathic PD while walking over a circular trajectory condition in single-task walking and in different dual-task conditions: (1) circular walking while checking boxes on a paper sheet as fast as possible and (2) circular walking while performing subtraction of 7 as fast as possible. In addition, we aimed to study the added value of dual-tasking assessment over single (circular) walking task assessment in the study of PD progression. Methods: The assessments were performed every 6 months over a (up to) 5 years period for 22 patients in early-stage PD, 27 patients in middle-stage PD and 25 healthy controls (HC). Longitudinal changes of 27 gait features extracted from accelerometry were compared between PD groups and HCs using generalized estimating equations analysis, accounting for gait speed, age, and levodopa medication state confounders when required. In addition, dual-task-interference with gait and cognitive performance was assessed, as well as their combination. Results: The results support the validity and robustness of some of the gait features already identified in our previous work as progression markers of the disease in single-task circular walking. However, fewer gait features from dual-task than from single-task assessments were identified as markers of progression in PD. Moreover, we did not clearly identify progressive worsening of dual-task-interference in patients with PD, although some group differences between early and middle stages of PD vs. the control group were observed for dual-task interference with the gait task and with the concurrent tasks. Conclusions: Overall, the results showed that dual-tasking did not have added value in the study of PD progression from circular gait assessments. Our analyses suggest that, while single-task walking might be sensitive enough, dual-tasking may introduce additional (error) variance to the data and may represent complex composite measures of cognitive and motor performance.
Collapse
Affiliation(s)
- M Encarna Micó-Amigo
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Idsart Kingma
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Sebastian Heinzel
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany
| | - Susanne Nussbaum
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Tanja Heger
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | | | - Daniela Berg
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany.,Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Walter Maetzler
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany.,Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Jaap H van Dieën
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| |
Collapse
|
38
|
Ocampo R, Tavakoli M. Improving User Performance in Haptics-Based Rehabilitation Exercises by Colocation of User's Visual and Motor Axes via a Three-Dimensional Augmented-Reality Display. IEEE Robot Autom Lett 2019. [DOI: 10.1109/lra.2019.2891283] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
39
|
Olson M, Lockhart TE, Lieberman A. Motor Learning Deficits in Parkinson's Disease (PD) and Their Effect on Training Response in Gait and Balance: A Narrative Review. Front Neurol 2019; 10:62. [PMID: 30792688 PMCID: PMC6374315 DOI: 10.3389/fneur.2019.00062] [Citation(s) in RCA: 75] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 01/17/2019] [Indexed: 01/30/2023] Open
Abstract
Parkinson's disease (PD) is a neurological disorder traditionally associated with degeneration of the dopaminergic neurons within the substantia nigra, which results in bradykinesia, rigidity, tremor, and postural instability and gait disability (PIGD). The disorder has also been implicated in degradation of motor learning. While individuals with PD are able to learn, certain aspects of learning, especially automatic responses to feedback, are faulty, resulting in a reliance on feedforward systems of movement learning and control. Because of this, patients with PD may require more training to achieve and retain motor learning and may require additional sensory information or motor guidance in order to facilitate this learning. Furthermore, they may be unable to maintain these gains in environments and situations in which conscious effort is divided (such as dual-tasking). These shortcomings in motor learning could play a large part in degenerative gait and balance symptoms often seen in the disease, as patients are unable to adapt to gradual sensory and motor degradation. Research has shown that physical and exercise therapy can help patients with PD to adapt new feedforward strategies to partially counteract these symptoms. In particular, balance, treadmill, resistance, and repeated perturbation training therapies have been shown to improve motor patterns in PD. However, much research is still needed to determine which of these therapies best alleviates which symptoms of PIGD, the needed dose and intensity of these therapies, and long-term retention effects. The benefits of such technologies as augmented feedback, motorized perturbations, virtual reality, and weight-bearing assistance are also of interest. This narrative review will evaluate the effect of PD on motor learning and the effect of motor learning deficits on response to physical therapy and training programs, focusing specifically on features related to PIGD. Potential methods to strengthen therapeutic effects will be discussed.
Collapse
Affiliation(s)
- Markey Olson
- Locomotion Research Laboratory, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, United States
- Muhammad Ali Movement Disorders Clinic, St. Joseph's Hospital and Medical Center, Barrow Neurological Institute, Phoenix, AZ, United States
| | - Thurmon E. Lockhart
- Locomotion Research Laboratory, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, United States
| | - Abraham Lieberman
- Muhammad Ali Movement Disorders Clinic, St. Joseph's Hospital and Medical Center, Barrow Neurological Institute, Phoenix, AZ, United States
| |
Collapse
|
40
|
Shafizadeh M, Crowther R, Wheat J, Davids K. Effects of personal and task constraints on limb coordination during walking: A systematic review and meta-analysis. Clin Biomech (Bristol, Avon) 2019; 61:1-10. [PMID: 30415107 DOI: 10.1016/j.clinbiomech.2018.10.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Revised: 07/25/2018] [Accepted: 10/30/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND In human behaviour, emergence of movement patterns is shaped by different, interacting constraints and consequently, individuals with motor disorders usually display distinctive lower limb coordination modes. OBJECTIVES To review existing evidence on the effects of motor disorders and different task constraints on emergent coordination patterns during walking, and to examine the clinical significance of task constraints on gait coordination in people with motor disorders. METHODS The search included CINHAL Plus, MEDLINE, HSNAE, SPORTDiscus, Scopus, Pubmed and AMED. We included studies that compared intra-limb and inter-limb coordination during gait between individuals with a motor disorder and able-bodied individuals, and under different task constraints. Two reviewers independently examined the quality of studies by using the Newcastle Ottawa Scale-cohort study. FINDINGS From the search results, we identified 1416 articles that studied gait patterns and further analysis resulted in 33 articles for systematic review and 18 articles for meta-analysis-1, and 10 articles for meta-analysis-2. In total, the gait patterns of 539 patients and 358 able-bodied participants were analysed in the sampled studies. Results of the meta-analysis for group comparisons revealed a low effect size for group differences (ES = -0.24), and a moderate effect size for task interventions (ES = -0.53), on limb coordination during gait. INTERPRETATION Findings demonstrated that motor disorders can be considered as an individual constraint, significantly altering gait patterns. These findings suggest that gait should be interpreted as functional adaptation to changing personal constraints, rather than as an abnormality. Results imply that designing gait interventions, through modifying locomotion tasks, can facilitate the emergent re-organisation of inter-limb coordination patterns during rehabilitation.
Collapse
Affiliation(s)
| | - Robert Crowther
- School of Health Sciences, University of South Australia, Australia
| | - Jonathan Wheat
- Faculty of Health and Wellbeing, Sheffield Hallam University, UK
| | - Keith Davids
- Centre for Sport Engineering Research, Sheffield Hallam University, UK
| |
Collapse
|
41
|
Raffegeau TE, Krehbiel LM, Kang N, Thijs FJ, Altmann LJP, Cauraugh JH, Hass CJ. A meta-analysis: Parkinson's disease and dual-task walking. Parkinsonism Relat Disord 2018; 62:28-35. [PMID: 30594454 DOI: 10.1016/j.parkreldis.2018.12.012] [Citation(s) in RCA: 85] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 10/24/2018] [Accepted: 12/11/2018] [Indexed: 01/14/2023]
Abstract
A growing body of literature has reported the effects of dual tasks on gait performance in people with Parkinson's disease (PD). The purpose of this meta-analysis was to synthesize the existing literature and quantify the overall influence of dual tasks on gait performance in PD. A thorough literature search was conducted, and 19 studies met the stringent inclusion criteria. Two moderator variable analyses examined the dual-task effect by: (a) mean single-task gait speed for each study (≥1.1 m/s or < 1.1 m/s), and (b) the type of dual task (arithmetic, language, memory, and motor). Three main findings were revealed by a random effects model analysis. First, a strong negative effect of dual tasks on walking performance (SMD = -0.68) confirmed that gait performance is adversely affected by dual tasks in people with PD. Second, the significant negative effect of dual tasks is present regardless of the mean level of single-task gait speed in a study. Third, dual-task walking speed deteriorates regardless of the type of dual task. Together, these results confirm that dual tasks severely affect walking performances in people with PD.
Collapse
Affiliation(s)
- Tiphanie E Raffegeau
- Applied Physiology and Kinesiology Department, University of Florida, Gainesville, FL, USA
| | - Lisa M Krehbiel
- Applied Physiology and Kinesiology Department, University of Florida, Gainesville, FL, USA
| | - Nyeonju Kang
- Applied Physiology and Kinesiology Department, University of Florida, Gainesville, FL, USA; Division of Sport Science & Sport Science Institute, Incheon National University, Seoul, South Korea
| | - Frency J Thijs
- Applied Physiology and Kinesiology Department, University of Florida, Gainesville, FL, USA
| | - Lori J P Altmann
- Department of Speech, Language, and Hearing Sciences, University of Florida, Gainesville, FL, USA
| | - James H Cauraugh
- Applied Physiology and Kinesiology Department, University of Florida, Gainesville, FL, USA
| | - Chris J Hass
- Applied Physiology and Kinesiology Department, University of Florida, Gainesville, FL, USA.
| |
Collapse
|
42
|
De Freitas TB, Leite PHW, Doná F, Pompeu JE, Swarowsky A, Torriani-Pasin C. The effects of dual task gait and balance training in Parkinson’s disease: a systematic review. Physiother Theory Pract 2018; 36:1088-1096. [DOI: 10.1080/09593985.2018.1551455] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Tatiana Beline De Freitas
- Laboratory of Motor Behavior, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| | - Paulo Henrique Wong Leite
- Laboratory of Motor Behavior, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| | | | - José Eduardo Pompeu
- Departamento de Fisioterapia, Fonoaudiologia e Terapia Ocupacional, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | - Alessandra Swarowsky
- Physical Therapy Postgraduate Program, Physical Therapy Department, Santa Catarina State University (UDESC), Florianópolis, Brazil
- Brazilian Parkinson’s Disease Rehabilitation Initiative, Santa Catarina State University (UDESC), Florianópolis, Brazil
| | - Camila Torriani-Pasin
- Laboratory of Motor Behavior, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| |
Collapse
|
43
|
Johansson C, Lindström B, Forsgren L, Johansson GM. Balance and mobility in patients with newly diagnosed Parkinson's disease - a five-year follow-up of a cohort in northern Sweden. Disabil Rehabil 2018; 42:770-778. [PMID: 30451551 DOI: 10.1080/09638288.2018.1509240] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background: The presence of early balance impairment in patients with Parkinson's disease has not been fully investigated.Purpose: The purpose of this study was to examine balance and mobility, self-perceived unsteadiness, self-reported falls, and effects of medication on balance among patients at their first visit to a neurological clinic and during the ensuing five years.Materials and methods: The participants were collected from a prospective longitudinal study. One hundred and forty-five patients with idiopathic Parkinson's disease and 31 healthy controls were included. The outcome measures were the Berg Balance Scale, the Timed Up and Go, the Postural Stability test and a questionnaire.Results: At their first visit to the neurological clinic, the patients performed less well on the Berg Balance Scale (p < 0.001, r = 0.36), the Timed Up and Go (p < 0.001, r = 0.32), and the Postural Stability test (p < 0.001, r = 0.35) compared with the controls. In addition, a higher percentage of the patients reported self-perceived unsteadiness (p < 0.001, phi = 0.47). During the ensuing five years, balance and mobility worsened both with and without medication (p < 0.01, r = 0.24-0.37), although with small median differences.Conclusions: Further studies are needed to confirm that minor balance impairments exist even at the time of diagnosis and worsen during the ensuing five years.IMPLICATIONS FOR REHABILITATIONImpairments in balance and mobility may occur early in Parkinson's disease, especially in the elderly patients, and seem to worsen during the first five years.There is a need to use sensitive outcome measures and to ask the patients about unsteadiness and falls to detect balance impairment in this cohort.Parkinsonian medication has a limited effect on balance and may preferably be complemented with balance exercises to target balance impairment early in Parkinson's disease.
Collapse
Affiliation(s)
- Christer Johansson
- Department of Community Medicine and Rehabilitation; Physiotherapy, Umeå University, Umeå, Sweden
| | - Britta Lindström
- Department of Community Medicine and Rehabilitation; Physiotherapy, Umeå University, Umeå, Sweden
| | - Lars Forsgren
- Department of Pharmacology and Clinical Neuroscience, Umeå University, Umeå, Sweden
| | - Gudrun M Johansson
- Department of Community Medicine and Rehabilitation; Physiotherapy, Umeå University, Umeå, Sweden
| |
Collapse
|
44
|
Anwary AR, Yu H, Vassallo M. Gait Evaluation Using Procrustes and Euclidean Distance Matrix Analysis. IEEE J Biomed Health Inform 2018; 23:2021-2029. [PMID: 30418928 DOI: 10.1109/jbhi.2018.2875812] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Objective assessment of gait is important in the treatment and rehabilitation of patients with different diseases. In this paper, we propose a gait evaluation system using the Procrustes and Euclidean distance matrix analysis. We design and develop an android app to collect real time synchronous accelerometer and gyroscope data from two inertial measurement unit sensors through Bluetooth connectivity. The data is collected from 12 young (ten for modeling and two for validation) and 20 older subjects. We analyze the data collected from real world for stride, step, stance, and swing gait features. We validate our method with the measurements of gait features. The generalized Procrustes analysis is used to estimate a standard normal mean gait shape (NMGS) for ten young subjects. Each gait feature of both young and older subjects is then converted to find the best match with the NMGS using the ordinary Procrustes analysis. The shape distance between the NMGS and each gait shape is estimated using Riemannian shape distance, Riemannian size-and-shape distance, Procrustes size-and-shape distance, and root-mean-square deviation. A t-test is performed to provide statistical evidence of gait shape differences between young and older gaits. A mean form, which is considered as a standard normal mean gait form (NMGF), and inter-feature distances are estimated from the set of ten young subjects. The form difference is estimated between the NMGF and individual gaits of young and older. The degree of abnormality is then estimated for individual features and the result is plotted to visualize the feature in a gait. Experimental results demonstrate the performance of the proposed method.
Collapse
|
45
|
Battisto J, Echt KV, Wolf SL, Weiss P, Hackney ME. The Body Position Spatial Task, a Test of Whole-Body Spatial Cognition: Comparison Between Adults With and Without Parkinson Disease. Neurorehabil Neural Repair 2018; 32:961-975. [PMID: 30317924 PMCID: PMC6226349 DOI: 10.1177/1545968318804419] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND The Body Position Spatial Task (BPST) is a novel measure of whole-body spatial cognition involving multidirectional steps and turns. Individuals with Parkinson disease (PD) are affected by motor and cognitive impairments, particularly in spatial function, which is important for mental imagery and navigation. Performance on the BPST may inform understanding of motor-cognitive and spatial cognitive function of individuals with PD. OBJECTIVES We conducted this study to determine feasibility and validity of the BPST with standard, validated, and reliable measures of spatial cognition and motor-cognitive integration and to compare BPST performance in adults with and without PD. METHODS A total of 91 individuals with mild-moderate PD and 112 neurotypical (NT) adults of similar age were recruited for the study to complete the BPST and other measures of mobility and cognition. Correlations were used to determine construct and concurrent validity of BPST with valid measures of spatial cognition and motor-cognitive integration. Performance was compared between PD and NT adults using independent t-tests. RESULTS BPST was feasible to administer. Analyses show evidence of construct validity for spatial cognition and for motor-cognitive integration. Concurrent validity was demonstrated with other tests of mobility and cognition. Relationships were stronger and more significant for individuals with PD than for NT individuals. BPST performance was not significantly different between groups. CONCLUSION Tests that integrate cognitive challenge in mobility contexts are necessary to assess the health of spatial cognitive and motor-cognitive integration. The BPST is a feasible and valid test of whole-body spatial cognition and motor-cognitive integration in individuals with PD.
Collapse
Affiliation(s)
| | - Katharina V. Echt
- Atlanta Veterans Affairs Medical Center, Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia
- Geriatric Research, Education, and Clinical Center (GRECC), Birmingham/Atlanta Veterans Affairs Medical Centers
- Division of General Medicine and Geriatrics, Department of Medicine, Emory University, Atlanta, Georgia
| | - Steven L. Wolf
- Atlanta Veterans Affairs Medical Center, Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia
- Emory University Department of Rehabilitation Medicine, Division of Physical Therapy
| | - Paul Weiss
- Atlanta Veterans Affairs Medical Center, Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia
- Rollins School of Public Health, Emory University
| | - Madeleine E. Hackney
- Atlanta Veterans Affairs Medical Center, Center for Visual and Neurocognitive Rehabilitation, Decatur, Georgia
- Geriatric Research, Education, and Clinical Center (GRECC), Birmingham/Atlanta Veterans Affairs Medical Centers
- Division of General Medicine and Geriatrics, Department of Medicine, Emory University, Atlanta, Georgia
| |
Collapse
|
46
|
Kleiner AFR, Souza Pagnussat A, Pinto C, Redivo Marchese R, Salazar AP, Galli M. Automated Mechanical Peripheral Stimulation Effects on Gait Variability in Individuals With Parkinson Disease and Freezing of Gait: A Double-Blind, Randomized Controlled Trial. Arch Phys Med Rehabil 2018; 99:2420-2429. [PMID: 29902470 DOI: 10.1016/j.apmr.2018.05.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 05/01/2018] [Accepted: 05/03/2018] [Indexed: 10/14/2022]
Abstract
OBJECTIVE To assess the effects of automated peripheral stimulation (AMPS) in reducing gait variability of subjects with Parkinson disease (PD) and freezing of gait (FOG) treated with AMPS and to explore the effects of this treatment on gait during a single task (walking) and a dual task (walking while attending the word-color Stroop test). DESIGN Interventional, double-blinded, placebo-controlled, randomized trial. SETTING Clinical rehabilitation. PARTICIPANTS Thirty subjects were randomized into 2 groups: AMPS (n=15) and AMPS sham (n=15). INTERVENTIONS Both groups received 2 treatment sessions a week for 4 consecutive weeks (totaling 8 treatment sessions). AMPS was applied by using a medical device (Gondola™) and consisted in mechanical pressure stimulations delivered by metallic actuators on 4 areas of the feet. Treatment parameters and device configuration were modified for AMPS sham group. MAIN OUTCOME MEASURES Gait analyses were measured at baseline and after the first, fourth, and eighth treatment sessions. RESULTS Interactions among groups and sessions were found for both conditions while off anti-Parkinsonian medications. AMPS decreased gait variability in subjects with PD and FOG for both single and dual task conditions. CONCLUSIONS AMPS is an effective add-on therapy for treating gait variability in patients with PD and FOG.
Collapse
Affiliation(s)
- Ana Francisca Rozin Kleiner
- Politecnico di Milano, Department of Electronics, Information, and Bioengineering, Milan, Italy; University Center of Anápolis, Uni Evangélica, Anápolis, Goiás, Brazil.
| | - Aline Souza Pagnussat
- Movement Analysis and Neurological Rehabilitation Laboratory, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Brazil; Rehabilitation Sciences Graduate Program, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Brazil
| | - Camila Pinto
- Movement Analysis and Neurological Rehabilitation Laboratory, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Brazil
| | - Ritchele Redivo Marchese
- Movement Analysis and Neurological Rehabilitation Laboratory, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Brazil
| | - Ana Paula Salazar
- Movement Analysis and Neurological Rehabilitation Laboratory, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Brazil
| | - Manuela Galli
- Politecnico di Milano, Department of Electronics, Information, and Bioengineering, Milan, Italy
| |
Collapse
|
47
|
Steinberg N, Gottlieb A, Siev-Ner I, Plotnik M. Fall incidence and associated risk factors among people with a lower limb amputation during various stages of recovery - a systematic review. Disabil Rehabil 2018. [PMID: 29540083 DOI: 10.1080/09638288.2018.1449258] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Purpose: The objective of this study was to estimate fall incidence and describe associated risk factors among people with a lower limb amputation (LLA) during various stages of recovery: the surgical ward, in-patient rehabilitation and return to community life. Materials and methods: A systematic search of relevant English language articles was performed using PubMed and EMBASE. Out of 310 initial "hits," six retrospective cohort studies, one prospective cohort study and eleven cross-sectional studies from which fall incidence and risk factors could be extracted, were selected for critical review. Fall incidence and associated risk factors were extracted and analyzed in the context of various clinical stages of recovery after amputation. The studies were evaluated for quality using the "Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies." Results: Results showed that during all stages of recovery, people with a LLA are at increased risk of falling compared with able-bodied individuals, as well as other clinical populations. Each stage of recovery is associated with different fall risk factors. The current review is limited mainly by the paucity of studies on the topic. Conclusions: Specialised care focusing on the most relevant risk factors for each stage of recovery may enhance fall prevention during post-fall recovery. Implications for rehabilitation • People with a lower limb amputation are at a high risk of falling in all stages of their clinical course. • Health professionals should be aware that people with a lower limb amputation in the first 4 years ofamputation or with four or more health-related problems are at an increased risk. • Health professionals should also be aware that increased gait variability, excess confidence in balance andwalking abilities and less cautious stair walking, impose an elevated risk of falling and should focus theirefforts in reducing these factors.
Collapse
Affiliation(s)
- Noam Steinberg
- a Department of Physiology and Pharmacology, Sackler Faculty of Medicine , Tel Aviv University , Tel Aviv , Israel
| | - Amihai Gottlieb
- b Center of Advanced Technologies in Rehabilitation, Sheba Medical Center , Tel Hashomer , Israel
| | - Itzhak Siev-Ner
- c Department of Orthopedic Rehabilitation , Sheba Medical Center , Tel Hashomer , Israel
| | - Meir Plotnik
- a Department of Physiology and Pharmacology, Sackler Faculty of Medicine , Tel Aviv University , Tel Aviv , Israel.,b Center of Advanced Technologies in Rehabilitation, Sheba Medical Center , Tel Hashomer , Israel.,d Sagol School of Neuroscience , Tel Aviv University , Tel Aviv , Israel
| |
Collapse
|
48
|
An Automatic Gait Feature Extraction Method for Identifying Gait Asymmetry Using Wearable Sensors. SENSORS 2018; 18:s18020676. [PMID: 29495299 PMCID: PMC5855014 DOI: 10.3390/s18020676] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Revised: 02/08/2018] [Accepted: 02/20/2018] [Indexed: 11/17/2022]
Abstract
This paper aims to assess the use of Inertial Measurement Unit (IMU) sensors to identify gait asymmetry by extracting automatic gait features. We design and develop an android app to collect real time synchronous IMU data from legs. The results from our method are validated using a Qualisys Motion Capture System. The data are collected from 10 young and 10 older subjects. Each performed a trial in a straight corridor comprising 15 strides of normal walking, a turn around and another 15 strides. We analyse the data for total distance, total time, total velocity, stride, step, cadence, step ratio, stance, and swing. The accuracy of detecting the stride number using the proposed method is 100% for young and 92.67% for older subjects. The accuracy of estimating travelled distance using the proposed method for young subjects is 97.73% and 98.82% for right and left legs; and for the older, is 88.71% and 89.88% for right and left legs. The average travelled distance is 37.77 (95% CI ± 3.57) meters for young subjects and is 22.50 (95% CI ± 2.34) meters for older subjects. The average travelled time for young subjects is 51.85 (95% CI ± 3.08) seconds and for older subjects is 84.02 (95% CI ± 9.98) seconds. The results show that wearable sensors can be used for identifying gait asymmetry without the requirement and expense of an elaborate laboratory setup. This can serve as a tool in diagnosing gait abnormalities in individuals and opens the possibilities for home based self-gait asymmetry assessment.
Collapse
|
49
|
Gaßner H, Marxreiter F, Steib S, Kohl Z, Schlachetzki JCM, Adler W, Eskofier BM, Pfeifer K, Winkler J, Klucken J. Gait and Cognition in Parkinson's Disease: Cognitive Impairment Is Inadequately Reflected by Gait Performance during Dual Task. Front Neurol 2017; 8:550. [PMID: 29123499 PMCID: PMC5662548 DOI: 10.3389/fneur.2017.00550] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 09/28/2017] [Indexed: 01/20/2023] Open
Abstract
Introduction Cognitive and gait deficits are common symptoms in Parkinson’s disease (PD). Motor-cognitive dual tasks (DTs) are used to explore the interplay between gait and cognition. However, it is unclear if DT gait performance is indicative for cognitive impairment. Therefore, the aim of this study was to investigate if cognitive deficits are reflected by DT costs of spatiotemporal gait parameters. Methods Cognitive function, single task (ST) and DT gait performance were investigated in 67 PD patients. Cognition was assessed by the Montreal Cognitive Assessment (MoCA) followed by a standardized, sensor-based gait test and the identical gait test while subtracting serial 3’s. Cognitive impairment was defined by a MoCA score <26. DT costs in gait parameters [(DT − ST)/ST × 100] were calculated as a measure of DT effect on gait. Correlation analysis was used to evaluate the association between MoCA performance and gait parameters. In a linear regression model, DT gait costs and clinical confounders (age, gender, disease duration, motor impairment, medication, and depression) were correlated to cognitive performance. In a subgroup analysis, we compared matched groups of cognitively impaired and unimpaired PD patients regarding differences in ST, DT, and DT gait costs. Results Correlation analysis revealed weak correlations between MoCA score and DT costs of gait parameters (r/rSp ≤ 0.3). DT costs of stride length, swing time variability, and maximum toe clearance (|r/rSp| > 0.2) were included in a regression analysis. The parameters only explain 8% of the cognitive variance. In combination with clinical confounders, regression analysis showed that these gait parameters explained 30% of MoCA performance. Group comparison revealed strong DT effects within both groups (large effect sizes), but significant between-group effects in DT gait costs were not observed. Conclusion These findings suggest that DT gait performance is not indicative for cognitive impairment in PD. DT effects on gait parameters were substantial in cognitively impaired and unimpaired patients, thereby potentially overlaying the effect of cognitive impairment on DT gait costs. Limits of the MoCA in detecting motor-function specific cognitive performance or variable individual response to the DT as influencing factors cannot be excluded. Therefore, DT gait parameters as marker for cognitive performance should be carefully interpreted in the clinical context.
Collapse
Affiliation(s)
- Heiko Gaßner
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Franz Marxreiter
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Simon Steib
- Institute for Sport Science and Sport, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Zacharias Kohl
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Johannes C M Schlachetzki
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Werner Adler
- Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Bjoern M Eskofier
- Chair for Machine Learning and Data Analytics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Klaus Pfeifer
- Institute for Sport Science and Sport, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Jürgen Winkler
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| | - Jochen Klucken
- Department of Molecular Neurology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
| |
Collapse
|
50
|
Gimmon Y, Millar J, Pak R, Liu E, Schubert MC. Central not peripheral vestibular processing impairs gait coordination. Exp Brain Res 2017; 235:3345-3355. [PMID: 28819687 DOI: 10.1007/s00221-017-5061-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Accepted: 08/08/2017] [Indexed: 11/29/2022]
Abstract
Gait coordination is generated by neuronal inter-connections between central pattern generators in the spinal cord governed by cortical areas. Malfunction of central vestibular processing areas generates vestibular symptoms in the absence of an identifiable peripheral vestibular system lesion. Walking in the dark enforces a coordinated afference primarily from the vestibular and somatosensory systems. We hypothesized that patients with aberrant central vestibular processing would demonstrate unique gait characteristics, and have impaired gait coordination compared with those patients with abnormal peripheral vestibular function and healthy controls. One-hundred and eighteen subjects were recruited. Peripheral vestibular function was determined based on laboratory and clinical examinations. Patients with abnormal central vestibular processing had normal peripheral vestibular function. Subjects were instructed to walk at a comfortable pace during three visual conditions; eyes open, eyes open and closed intermittently, and eyes closed. Both patient groups showed a similar spatiotemporal gait pattern, significantly different from the pattern of the healthy controls. However, only the central vestibular patient group had an abnormal coordination of gait as measured by the phase coordination index (PCI). There were no significant interactions between the groups and walking conditions. Peripheral vestibular deficits impair gait though our data suggest that it is the central processing of such peripheral vestibular information that has a greater influence. This impairment may be related to a neural un-coupling between the brain and central pattern generator of the spinal cord based on the abnormal PCI, which seems to be a good indicator of the integrity of this linkage.
Collapse
Affiliation(s)
- Yoav Gimmon
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology - Head and Neck Surgery, Johns Hopkins University School of Medicine, 601 N. Caroline Street, 6th Floor, Baltimore, MD, 21287-0910, USA
| | - Jennifer Millar
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rebecca Pak
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elizabeth Liu
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology - Head and Neck Surgery, Johns Hopkins University School of Medicine, 601 N. Caroline Street, 6th Floor, Baltimore, MD, 21287-0910, USA
| | - Michael C Schubert
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology - Head and Neck Surgery, Johns Hopkins University School of Medicine, 601 N. Caroline Street, 6th Floor, Baltimore, MD, 21287-0910, USA. .,Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| |
Collapse
|