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Greenfield J, Guichard R, Kubiak R, Blandeau M. Concurrent validity of Protokinetics movement analysis software for estimated centre of mass displacement and velocity during walking. Gait Posture 2025; 115:34-40. [PMID: 39476549 DOI: 10.1016/j.gaitpost.2024.10.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 09/27/2024] [Accepted: 10/20/2024] [Indexed: 12/16/2024]
Abstract
BACKGROUND The possibilities of out-of-lab gait analysis are ever increasing, with a recent development from Protokinetics movement analysis software (PKMAS) which, among other parameters, proposes an estimation of centre of mass (COMe) displacement. This measure can be useful in both clinical and sports performance environments. RESEARCH QUESTION Does PKMAS provide an accurate estimation of the COM displacement and velocity? METHODS Fifteen participants completed 10 walking trials over the Zeno™ Walkway while simultaneously being equipped with a full-body marker set for VICON analysis. The antero-posterior and medio-lateral COMe displacement components from PKMAS were compared with the projected 3D COM obtained from marker tracking using Bland-Altman analyses and Lin's concordance coefficient. COM velocity was also calculated from the estimated displacement data from PKMAS. RESULTS Results demonstrated a high mean bias in both the anteroposterior (AP) and mediolateral (ML) directions for COMe displacement. COMe velocity showed low mean bias but high limits of agreement and low precision. Lin's concordance correlation coefficient showed good to excellent agreement in the AP direction for velocity and displacement, respectively; poor agreement was seen in the ML direction. SIGNIFICANCE Based on these observations, the COMe proposed by the Protokinetics software does not produce accurate results and is to be used with caution in healthy subjects; it is not recommended for subjects presenting pathological gait.
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Affiliation(s)
- Julia Greenfield
- Institute of Digital Medicine, University Hospital of Giessen and Marburg, Philipps University Marburg, Marburg, Germany
| | - Romain Guichard
- Laboratory of Industrial and Human Automation Control, Mechanical Engineering and Computer Science, UMR 8201-LAMIH, University Polytechnic Hauts-de-France, Valenciennes F-59313, France
| | - Romain Kubiak
- Laboratory of Industrial and Human Automation Control, Mechanical Engineering and Computer Science, UMR 8201-LAMIH, University Polytechnic Hauts-de-France, Valenciennes F-59313, France
| | - Mathias Blandeau
- Laboratory of Industrial and Human Automation Control, Mechanical Engineering and Computer Science, UMR 8201-LAMIH, University Polytechnic Hauts-de-France, Valenciennes F-59313, France.
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Rathke CL, Pimentel VCDA, Alsina PJ, do Espírito Santo CC, Dantas AFODA. IoT-Based Wireless System for Gait Kinetics Monitoring in Multi-Device Therapeutic Interventions. SENSORS (BASEL, SWITZERLAND) 2024; 24:5799. [PMID: 39275710 PMCID: PMC11398167 DOI: 10.3390/s24175799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/24/2024] [Accepted: 09/04/2024] [Indexed: 09/16/2024]
Abstract
This study presents an IoT-based gait analysis system employing insole pressure sensors to assess gait kinetics. The system integrates piezoresistive sensors within a left foot insole, with data acquisition managed using an ESP32 board that communicates via Wi-Fi through an MQTT IoT framework. In this initial protocol study, we conducted a comparative analysis using the Zeno system, supported by PKMAS as the gold standard, to explore the correlation and agreement of data obtained from the insole system. Four volunteers (two males and two females, aged 24-28, without gait disorders) participated by walking along a 10 m Zeno system path, equipped with pressure sensors, while wearing the insole system. Vertical ground reaction force (vGRF) data were collected over four gait cycles. The preliminary results indicated a strong positive correlation (r = 0.87) between the insole and the reference system measurements. A Bland-Altman analysis further demonstrated a mean difference of approximately (0.011) between the two systems, suggesting a minimal yet significant bias. These findings suggest that piezoresistive sensors may offer a promising and cost-effective solution for gait disorder assessment and monitoring. However, operational factors such as high temperatures and sensor placement within the footwear can introduce noise or unwanted signal activation. The communication framework proved functional and reliable during this protocol, with plans for future expansion to multi-device applications. It is important to note that additional validation studies with larger sample sizes are required to confirm the system's reliability and robustness for clinical and research applications.
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Affiliation(s)
- Christian Lang Rathke
- Graduate Program in Neuroengineering, Edmond and Lily Safra International Institute of Neuroscience, Macaíba 59280-000, RN, Brazil
| | - Victor Costa de Andrade Pimentel
- Graduate Program in Electrical and Computer Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
- Department of Mechatronics, Federal Institute of Science, Education, and Technology of Rio Grande do Norte, Parnamirim Campus, Parnamirim 59143-455, RN, Brazil
| | - Pablo Javier Alsina
- Graduate Program in Electrical and Computer Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, RN, Brazil
| | - Caroline Cunha do Espírito Santo
- Graduate Program in Neuroengineering, Edmond and Lily Safra International Institute of Neuroscience, Macaíba 59280-000, RN, Brazil
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MacKenzie EG, Snow NJ, Chaves AR, Reza SZ, Ploughman M. Weak grip strength among persons with multiple sclerosis having minimal disability is not related to agility or integrity of the corticospinal tract. Mult Scler Relat Disord 2024; 88:105741. [PMID: 38936325 DOI: 10.1016/j.msard.2024.105741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/23/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
INTRODUCTION Mobility impairment is common in multiple sclerosis (MS); however, agility has received less attention. Agility requires strength and neuromuscular coordination to elicit controlled propulsive rapid whole-body movement. Grip strength is a common method to assess whole body force production, but also reflects neuromuscular integrity and global brain health. Impaired agility may be linked to loss of neuromuscular integrity (reflected by grip strength or corticospinal excitability). OBJECTIVES We aimed to determine whether grip strength would be associated with agility and transcranial magnetic stimulation (TMS)-based indices of corticospinal excitability and inhibition in persons with MS having low disability. We hypothesized that low grip strength would predict impaired agility and reflect low corticospinal excitability. METHODS We recruited 34 persons with relapsing MS (27 females; median [range] age 45.5 [21.0-65.0] years) and mild disability (median [range] Expanded Disability Status Scale 2.0 [0-3.0]), as well as a convenience sample of age- and sex-matched apparently healthy controls. Agility was tested by measuring hop length during bipedal hopping on an instrumented walkway. Grip strength was measured using a calibrated dynamometer. Corticospinal excitability and inhibition were examined using TMS-based motor evoked potential (MEP) and corticospinal silent period (CSP) recruitment curves, respectively. RESULTS MS participants had significantly lower grip strength than controls independent of sex. Females with and without MS had weaker grip strength than males. There were no statistically significant sex or group differences in agility. After controlling for sex, weaker grip strength was associated with shorter hop length in controls only (r = 0.645, p < .05). Grip strength did not significantly predict agility in persons with MS, nor was grip strength predicted by corticospinal excitability or inhibition. CONCLUSIONS In persons with MS having low disability, grip strength (normalized to body mass) was reduced despite having intact agility and walking performance. Grip strength was not associated with corticospinal excitability or inhibition, suggesting peripheral neuromuscular function, low physical activity or fitness, or other psychosocial factors may be related to weakness. Low grip strength is a putative indicator of early neuromuscular aging in persons with MS having mild disability and normal mobility.
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Affiliation(s)
- Evan G MacKenzie
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada
| | - Nicholas J Snow
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada
| | - Arthur R Chaves
- Faculty of Health Sciences, Interdisciplinary School of Health Sciences, University of Ottawa, ON, Canada; Neuromodulation Research Clinic, The Royal's Institute of Mental Health Research, ON, Canada; Département de Psychoéducation et de Psychologie, Université du Québec en Outaouais, QC, Canada
| | - Syed Z Reza
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada
| | - Michelle Ploughman
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada.
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Mazurek KA, Barnard L, Botha H, Christianson T, Graff-Radford J, Petersen R, Vemuri P, Windham BG, Jones DT, Ali F. A validation study demonstrating portable motion capture cameras accurately characterize gait metrics when compared to a pressure-sensitive walkway. Sci Rep 2024; 14:17464. [PMID: 39075097 PMCID: PMC11286855 DOI: 10.1038/s41598-024-68402-x] [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: 04/09/2024] [Accepted: 07/23/2024] [Indexed: 07/31/2024] Open
Abstract
Digital quantification of gait can be used to measure aging- and disease-related decline in mobility. Gait performance also predicts prognosis, disease progression, and response to therapies. Most gait analysis systems require large amounts of space, resources, and expertise to implement and are not widely accessible. Thus, there is a need for a portable system that accurately characterizes gait. Here, depth video from two portable cameras accurately reconstructed gait metrics comparable to those reported by a pressure-sensitive walkway. 392 research participants walked across a four-meter pressure-sensitive walkway while depth video was recorded. Gait speed, cadence, and step and stride durations and lengths strongly correlated (r > 0.9) between modalities, with root-mean-squared-errors (RMSE) of 0.04 m/s, 2.3 steps/min, 0.03 s, and 0.05-0.08 m for speed, cadence, step/stride duration, and step/stride length, respectively. Step, stance, and double support durations (gait cycle percentage) significantly correlated (r > 0.6) between modalities, with 5% RMSE for step and stance and 10% RMSE for double support. In an exploratory analysis, gait speed from both modalities significantly related to healthy, mild, moderate, or severe categorizations of Charleson Comorbidity Indices (ANOVA, Tukey's HSD, p < 0.0125). These findings demonstrate the viability of using depth video to expand access to quantitative gait assessments.
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Affiliation(s)
| | - Leland Barnard
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | | | - Ronald Petersen
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - B Gwen Windham
- Department of Medicine, The MIND Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Farwa Ali
- Department of Neurology, Mayo Clinic, Rochester, MN, USA.
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Sanders O, Wang B, Kontson K. Concurrent Validity Evidence for Pressure-Sensing Walkways Measuring Spatiotemporal Features of Gait: A Systematic Review and Meta-Analysis. SENSORS (BASEL, SWITZERLAND) 2024; 24:4537. [PMID: 39065933 PMCID: PMC11281155 DOI: 10.3390/s24144537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 06/29/2024] [Accepted: 07/03/2024] [Indexed: 07/28/2024]
Abstract
Technologies that capture and analyze movement patterns for diagnostic or therapeutic purposes are a major locus of innovation in the United States. Several studies have evaluated their measurement properties in different conditions with variable findings. To date, the authors are not aware of any systematic review of studies conducted to assess the concurrent validity of pressure-sensing walkway technologies. The results of such an analysis could establish the body of evidence needed to confidently use these systems as reference or gold-standard systems when validating novel tools or measures. A comprehensive search of electronic databases including MEDLINE, Embase, and Cumulative Index to Nursing and Allied Health Literature (CINAHL) was performed. The initial search yielded 7670 papers. After removing duplicates and applying study inclusion/exclusion criteria, 11 papers were included in the systematic review with 10 included in a meta-analysis. There were 25 spatial and temporal gait parameters extracted from the included studies. The results showed there was not a significant bias for nearly all spatiotemporal gait parameters when the walkway system was compared to the reference systems. The findings from this analysis should provide confidence in using the walkway systems as reference systems in future studies to support the evaluation and validation of novel technologies deriving gait parameters.
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Affiliation(s)
- Ozell Sanders
- Office of Product Evaluation and Quality, Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD 20993, USA;
| | - Bin Wang
- Office of Clinical Evaluation and Analysis, Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD 20993, USA;
| | - Kimberly Kontson
- Office of Science and Engineering Labs, Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD 20993, USA
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McManigal M, Post A, Allen M, Jorgensen A, Rosenthal MI, Wellsandt M, Tao M, Wellsandt E. Reliability of Spatiotemporal Characteristics During Single-Legged Hop and Bilateral Drop Jump Tasks Using an Instrumented Pressure Walkway. Int J Sports Phys Ther 2024; 19:704-713. [PMID: 38835980 PMCID: PMC11144667 DOI: 10.26603/001c.117401] [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: 12/14/2023] [Accepted: 04/12/2024] [Indexed: 06/06/2024] Open
Abstract
Background Single-legged hop tests have been widely used to assess performance-based outcomes after anterior cruciate ligament (ACL) reconstruction. Traditional single, triple, or 6-meter (6m) timed hop tests only measure distance or time as the principal variables, neglecting other variables, such as individual hop distances within a series of hops, flight time, and stance time. The development of portable instrumented pressure walkways has made it possible to collect parameters such as hop velocity, flight time, stance time, distance, and pressure outside of a laboratory setting. However, the reliability of instrumented pressure walkways in measuring spatial and temporal variables during single-legged hop tests is unknown. This study aimed to determine if the Zeno walkway can reliably measure spatiotemporal (ST) characteristics of hop tests. Study Design Cross-Sectional Study. Methods Individuals (n=38) in this cross-sectional study performed single, triple, and 6m hop tests on a pressure-sensitive Zeno walkway. Twenty-one participants completed follow-up testing between one and 14 days later. Intraclass correlation coefficients (ICC(3,k)) were used to assess test-retest reliability of ST variables. The accuracy of vertical jump height and 6m hop timing were also measured. Results All ST variables demonstrated excellent test-retest reliability (ICC > 0.86) with small minimal detectable change (MDC) values during single-legged hop tests. Six-meter hop time and jump height during a bilateral drop jump were also accurately measured by the walkway. Conclusion An instrumented pressure walkway is a novel tool to reliably assess non-traditional parameters of clinically relevant hop and jump tests such as flight time, stance time, and jump height after lower extremity injury, surgery, and rehabilitation. Level of Evidence 3b.
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Affiliation(s)
| | - Austin Post
- Department of Orthopaedic Surgery and RehabilitationUniversity of Nebraska Medical Center
| | - Michael Allen
- College of Education, Health, and Human SciencesUniversity of Nebraska at Omaha
| | - Alyx Jorgensen
- Department of Health and Rehabilitation SciencesUniversity of Nebraska Medical Center
| | - MIke Rosenthal
- Department of Health and Rehabilitation SciencesUniversity of Nebraska Medical Center
| | - Michael Wellsandt
- Department of Health and Rehabilitation SciencesUniversity of Nebraska Medical Center
| | - Matthew Tao
- Department of Orthopaedic Surgery and RehabilitationUniversity of Nebraska Medical Center
| | - Elizabeth Wellsandt
- Department of Health and Rehabilitation SciencesUniversity of Nebraska Medical Center
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Maity S, Das H, Chakrawarty A, Devanbu VGC. Gait analysis and geriatric syndromes: An association among elderly patients attending a teaching hospital of Delhi. J Family Med Prim Care 2024; 13:2329-2335. [PMID: 39027860 PMCID: PMC11254061 DOI: 10.4103/jfmpc.jfmpc_1728_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/11/2023] [Accepted: 12/11/2023] [Indexed: 07/20/2024] Open
Abstract
Background Gait abnormalities are prevalent, affecting a substantial portion of the elderly population, and leading to mobility limitations, reduced quality of life, falls, hospitalizations, and premature death. Objectives The study aims to assess gait patterns among individuals aged 75 years and above attending the geriatric OPD of a tertiary care hospital in New Delhi and evaluate their association with various geriatric syndromes. Materials and Methods This cross-sectional study, conducted at a tertiary care hospital in Delhi, from May 2019 to November 2021, involved 100 participants aged 75 and above. It encompassed a thorough assessment protocol covering demographics, health history, clinical and functional evaluations, depression, cognition, balance, frailty, urinary incontinence, polypharmacy, nutrition, comorbidities, and gait analysis. Results In this study of elderly individuals, the mean age was 78.56 years, and the mean BMI was 23.11. The participants had an average of 1.74 comorbidities, with hypertension being the most prevalent (62%), followed by diabetes (25%), chronic obstructive airway disease (COAD) (11%), and coronary artery disease (15%). Geriatric assessments revealed varying proportions of frailty (34%), polypharmacy (40%), and urinary incontinence (9%). The mean scores for activities of daily living, instrumental activities of daily living, nutritional status, cognitive function, Timed Up and Go Test, and depression scale were also reported. Various gait parameters demonstrated significant correlations with these geriatric factors, including frailty, comorbidities, BMI, and mobility scores. Conclusion The study identified significant associations between gait patterns and various geriatric syndromes, emphasizing the importance of gait analysis in assessing the health and mobility of elderly individuals.
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Affiliation(s)
- Suman Maity
- Department of Geriatric Medicine, Medical College Kolkata, Kolkata, West Bengal, India
| | - Himadri Das
- Department of Geriatric Medicine, Medical College Kolkata, Kolkata, West Bengal, India
| | | | - Vinoth Gnana Chellaiyan Devanbu
- Department of Community Medicine, Chettinad Hospital and Research Institute, Chettinad Academy of Research and Education, Kelambakkam, Chennai, Tamil Nadu, India
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Hsu WY, Block VJ, Wijangco J, Henderson K, Nylander A, Koshal K, Poole S, Possin KL, Staffaroni AM, Bove RM. Cognitive function influences cognitive-motor interference during dual task walking in multiple sclerosis. Mult Scler Relat Disord 2024; 85:105516. [PMID: 38461729 DOI: 10.1016/j.msard.2024.105516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 02/13/2024] [Accepted: 02/24/2024] [Indexed: 03/12/2024]
Abstract
BACKGROUND Both physical and cognitive impairments are common in people with multiple sclerosis (PwMS). Performing a cognitive task while walking (i.e., dual-task walking) can introduce cognitive-motor interference (CMI), resulting in changes in walking performance. The association between the levels of cognitive impairment and of CMI in MS remains unclear. OBJECTIVES To examine the association between cognitive functioning and differences in walking performance arise between single- and dual-task walking. METHODS Ninety-five PwMS performed self-preferred pace walking and dual-task walking. The gait parameters recorded were used to compute dual task costs (DTC) as a metric of CMI. Cognitive functioning was assessed using Match, an unsupervised test developed based on the Symbol Digit Modalities Test. Participants were categorized as higher (HCF) and lower cognitive functioning (LCF) based on a Match z-score < -1.5. RESULTS LCF group had elevated DTC for stride velocity, relative to the HCF group. Higher DTC for stride velocity was associated with lower cognition, as assessed by Match test. CONCLUSION The findings support the hypothesis that CMI is associated with cognitive functioning in PwMS.
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Affiliation(s)
- Wan-Yu Hsu
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA.
| | - Valerie J Block
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA; Department of Physical Therapy and Rehabilitation Science, University of California at San Francisco, San Francisco, CA, USA
| | - Jaeleene Wijangco
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA
| | - Kyra Henderson
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA
| | - Alyssa Nylander
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA
| | - Kanishka Koshal
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA
| | - Shane Poole
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA
| | - Katherine L Possin
- Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA; Global Brain Health Institute, University of California, San Francisco, San Francisco, CA, USA
| | - Adam M Staffaroni
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA; Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Riley M Bove
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, 1651 4th street, San Francisco, CA, USA.
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Jorgensen A, McManigal M, Post A, Werner D, Wichman C, Tao M, Wellsandt E. Reliability of an Instrumented Pressure Walkway for Measuring Walking and Running Characteristics in Young, Athletic Individuals. Int J Sports Phys Ther 2024; 19:429-439. [PMID: 38576831 PMCID: PMC10987304 DOI: 10.26603/001c.94606] [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: 07/31/2023] [Accepted: 02/07/2024] [Indexed: 04/06/2024] Open
Abstract
Background Spatiotemporal parameters of gait are useful for identifying pathological gait patterns and presence of impairments. Reliability of the pressure-sensitive ZenoTM Walkway has not been established in young, active individuals without impairments, and no studies to this point have included running. Purpose The purposes of this study were to 1) determine if up to two additional trials of walking and running on the ZenoTM Walkway are needed to produce consistent measurements of spatiotemporal variables, and 2) establish test-retest reliability and minimal detectable change (MDC) values for common spatiotemporal variables measured during walking and running. Study Design Cross-Sectional Laboratory Study. Methods Individuals (n=38) in this cross-sectional study walked and ran at self-selected comfortable speed on a pressure-sensitive ZenoTM Walkway. Twenty-one participants returned for follow-up testing between one and 14 days later. Intraclass correlation coefficients (ICCs) were used to assess reliability of spatiotemporal variable means using three, four, or five passes over the ZenoTM Walkway and to assess test-retest reliability of spatiotemporal variables across sessions. Results All variables showed excellent reliability (ICC > 0.995) for walking and running when measured using three, four, or five passes. Additionally, all variables demonstrated moderate to excellent test-retest reliability during walking (ICC: 0.732-0.982) and running (ICC: 0.679-0.985). Conclusion This study establishes a reliable measurement protocol of three one-way passes when using the ZenoTM Walkway for walking or running analysis. This is the first study to establish reliability of the ZenoTM Walkway during running and in young, active individuals without neuromusculoskeletal pathology. Level of Evidence 3b.
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Affiliation(s)
- Alyx Jorgensen
- Department of Health and Rehabilitation Sciences; Medical Sciences Interdepartmental Area Program University of Nebraska Medical Center
| | - Matthew McManigal
- Department of Health and Rehabilitation Sciences University of Nebraska Medical Center
| | - Austin Post
- College of Medicine University of Nebraska Medical Center
| | - David Werner
- Medical Sciences Interdepartmental Area Program; Department of Health and Rehabilitation Sciences University of Nebraska Medical Center
| | | | - Matthew Tao
- Department of Orthopaedic Surgery and Rehabilitation; Department of Health and Rehabilitation Sciences University of Nebraska Medical Center
| | - Elizabeth Wellsandt
- Department of Health and Rehabilitation Sciences; Department of Orthopaedic Surgery and Rehabilitation University of Nebraska Medical Center
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Subotic A, Gee M, Nelles K, Ba F, Dadar M, Duchesne S, Sharma B, Masellis M, Black SE, Almeida QJ, Smith EE, Pieruccini-Faria F, Montero-Odasso M, Camicioli R. Gray matter loss relates to dual task gait in Lewy body disorders and aging. J Neurol 2024; 271:962-975. [PMID: 37902878 DOI: 10.1007/s00415-023-12052-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 10/08/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND Within the spectrum of Lewy body disorders (LBD), both Parkinson's disease (PD) and dementia with Lewy bodies (DLB) are characterized by gait and balance disturbances, which become more prominent under dual-task (DT) conditions. The brain substrates underlying DT gait variations, however, remain poorly understood in LBD. OBJECTIVE To investigate the relationship between gray matter volume loss and DT gait variations in LBD. METHODS Seventy-nine participants including cognitively unimpaired PD, PD with mild cognitive impairment, PD with dementia (PDD), or DLB and 20 cognitively unimpaired controls were examined across a multi-site study. PDD and DLB were grouped together for analyses. Differences in gait speed between single and DT conditions were quantified by dual task cost (DTC). Cortical, subcortical, ventricle, and cerebellum brain volumes were obtained using FreeSurfer. Linear regression models were used to examine the relationship between gray matter volumes and DTC. RESULTS Smaller amygdala and total cortical volumes, and larger ventricle volumes were associated with a higher DTC across LBD and cognitively unimpaired controls. No statistically significant interaction between group and brain volumes were found. Adding cognitive and motor covariates or white matter hyperintensity volumes separately to the models did not affect brain volume and DTC associations. CONCLUSION Gray matter volume loss is associated with worse DT gait performance compared to single task gait, across cognitively unimpaired controls through and the LBD spectrum. Impairment in DT gait performance may be driven by age-related cortical neurodegeneration.
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Affiliation(s)
- Arsenije Subotic
- Department of Medicine, Division of Neurology, University of Alberta, 7-112J CSB, 11350-83 Ave NW, Edmonton, AB, T6G 2G3, Canada
| | - Myrlene Gee
- Department of Medicine, Division of Neurology, University of Alberta, 7-112J CSB, 11350-83 Ave NW, Edmonton, AB, T6G 2G3, Canada
| | - Krista Nelles
- Department of Medicine, Division of Neurology, University of Alberta, 7-112J CSB, 11350-83 Ave NW, Edmonton, AB, T6G 2G3, Canada
| | - Fang Ba
- Department of Medicine, Division of Neurology, University of Alberta, 7-112J CSB, 11350-83 Ave NW, Edmonton, AB, T6G 2G3, Canada
- Neuroscience and Mental Health Institute (NMHI), University of Alberta, Edmonton, AB, Canada
| | - Mahsa Dadar
- Department of Psychiatry, Douglas Mental Health University Health Centre, McGill University, Montreal, QC, Canada
| | - Simon Duchesne
- Department of Radiology and Nuclear Medicine, Faculty of Medicine, Laval University, Quebec City, QC, Canada
- CERVO Brain Research Center, Quebec City, QC, Canada
| | - Breni Sharma
- Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Mario Masellis
- Department of Medicine (Division of Neurology), University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada
| | - Sandra E Black
- Department of Medicine (Division of Neurology), University of Toronto, Toronto, ON, Canada
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada
| | - Quincy J Almeida
- Movement Disorders Research and Rehabilitation Centre, Carespace Health and Wellness, Waterloo, ON, Canada
| | - Eric E Smith
- Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
- Department of Clinical Neurosciences, University of Calgary, Calgary, AB, Canada
| | - Frederico Pieruccini-Faria
- Gait and Brain Lab, Parkwood Institute Lawson Health Research Institute, London, ON, Canada
- Department of Medicine and Division of Geriatric Medicine, Schulich School of Medicine and Dentistry, London, ON, Canada
| | - Manuel Montero-Odasso
- Gait and Brain Lab, Parkwood Institute Lawson Health Research Institute, London, ON, Canada
- Department of Medicine and Division of Geriatric Medicine, Schulich School of Medicine and Dentistry, London, ON, Canada
- Schulich School of Medicine and Dentistry, Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada
| | - Richard Camicioli
- Department of Medicine, Division of Neurology, University of Alberta, 7-112J CSB, 11350-83 Ave NW, Edmonton, AB, T6G 2G3, Canada.
- Neuroscience and Mental Health Institute (NMHI), University of Alberta, Edmonton, AB, Canada.
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11
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Zorkot M, Viana ALS, Brasil FL, Da Silva ALP, Borges GF, Do Espirito Santo CC, Morya E, Micera S, Shokur S, Bouri M. Immediate Effect of Ankle Exoskeleton on Spatiotemporal Parameters and Center of Pressure Trajectory After Stroke. IEEE Int Conf Rehabil Robot 2023; 2023:1-6. [PMID: 37941280 DOI: 10.1109/icorr58425.2023.10304816] [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: 11/10/2023]
Abstract
Gait impairments is a common condition in post-stroke subjects. We recently presented a wearable ankle exoskeleton called G-Exos, which showed that the device assisted in the ankle's dorsiflexion and inversion/reversion movements. The aim of the current pilot study was to explore spatiotemporal gait parameters and center of pressure trajectories associated with the use of the G-Exos in stroke participants. Three post-stroke subjects (52-63 years, 2 female/1 male) walked 160-meter using the G-Exos on the affected limb, on a protocol divided into 4 blocks of 40-meters: (I) without the exoskeleton, (II) with systems hybrid system, (III) active only and (IV) passive only. The results showed that the use of the exoskeleton improved swing and stance phases on both limbs, reduced stride width on the paretic limb, increased stance COP distances, and made single support COP distances more similar between the paretic and non-paretic limb. This suggests that all G-Exos systems contributed to improving body weight bearing on the paretic limb and symmetry in the gait cycle.
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12
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The moderating roles of self-efficacy and depression in dual-task walking in multiple sclerosis: A test of self-awareness theory. J Int Neuropsychol Soc 2023; 29:274-282. [PMID: 35465869 DOI: 10.1017/s1355617722000200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Multiple sclerosis (MS) is a debilitating neurological disease associated with a variety of psychological, cognitive, and motoric symptoms. Walking is among the most important functions compromised by MS. Dual-task walking (DTW), an everyday activity in which people walk and engage in a concurrent, discrete task, has been assessed in MS, but little is known about how it relates to other MS symptoms. Self-awareness theory suggests that DTW may be a function of the interactions among psychological, cognitive, and motor processes. METHOD Cognitive testing, self-report assessments for depression and falls self-efficacy (FSE), and walk evaluations [DTW and single-task walk (STW)] were assessed in seventy-three people with MS in a clinical care setting. Specifically, we assessed whether psychological factors (depression and FSE) that alter subjective evaluations regarding one's abilities would moderate the relationships between physical and cognitive abilities and DTW performance. RESULTS DTW speed is related to diverse physical and cognitive predictors. In support of self-awareness theory, FSE moderated the relationship between STW and DTW speeds such that lower FSE attenuated the strength of the relationship between them. DTW costs - the change in speed normalized by STW speed - did not relate to cognitive and motor predictors. DTW costs did relate to depressive symptoms, and depressive symptoms moderated the effect of information processing on DTW costs. CONCLUSIONS Findings indicate that an interplay of physical ability and psychological factors - like depression and FSE - may enhance understanding of walking performance under complex, real-world, DTW contexts.
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13
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Andrews AW, Vallabhajosula S, Boise S, Bohannon RW. Normal gait speed varies by age and sex but not by geographical region: a systematic review. J Physiother 2023; 69:47-52. [PMID: 36528509 DOI: 10.1016/j.jphys.2022.11.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/02/2022] [Accepted: 11/17/2022] [Indexed: 12/23/2022] Open
Abstract
QUESTIONS What are comfortable gait speed values for apparently healthy adults? How do these differ by age group, sex and geographical region? DESIGN Systematic review of observational studies with meta-analysis. PARTICIPANTS Apparently healthy, community-dwelling adults who have undergone measurement of comfortable gait speed. SEARCH METHOD Potentially relevant studies were identified in four databases. Extracted data from studies that satisfied the eligibility criteria were added to a database containing the same information from a meta-analysis published a decade ago. OUTCOME MEASURES The weighted mean comfortable gait speed was calculated along with the 95% confidence interval for each stratum of age/sex using a random-effects model. Mean gait speeds were further stratified by the continent where the study took place. Tests of homogeneity included I2 and prediction intervals. RESULTS Meta-analysis of data from 51,248 apparently healthy adults was stratified by age (in decades) and sex. Male gait speed slowed beyond age 50 years whereas female gait speed slowed beyond age 30 years. The weighted mean gait speed ranged from 97 cm/s (females aged ≥ 80 years) to 140 cm/s (males aged 40 to 49 years). The I2 values ranged from 0 to 34.07; prediction interval ranges varied from a low of 30 (125 to 155 cm/s; males aged 40 to 49 years) to a high of 77 (83 to 160 cm/s; females aged 60 to 69 years). There was considerable overlap in confidence intervals between continents for each sex/age group. CONCLUSIONS Comfortable gait speed slowed through the adult years, but males maintained a faster walking speed than females. Further stratification of comfortable gait speed by geographical region is not warranted.
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Affiliation(s)
| | | | - Sarah Boise
- Department of Physical Therapy Education, Elon University, Elon, USA
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14
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Butowicz CM, Hendershot BD, Watson NL, Brooks DI, Goss DL, Whitehurst RA, Harvey AD, Helton MS, Kardouni JR, Garber MB, Mauntel TC. Pre-neuromusculoskeletal injury Risk factor Evaluation and Post-neuromusculoskeletal injury Assessment for Return-to-duty/activity Enhancement (PREPARE) in military service members: a prospective, observational study protocol. J Transl Med 2022; 20:619. [PMID: 36567311 PMCID: PMC9790128 DOI: 10.1186/s12967-022-03832-7] [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: 05/25/2022] [Accepted: 12/14/2022] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Non-battle related musculoskeletal injuries (MSKI) are one of the primary medical issues diminishing Service member medical readiness. The MSKI problem is challenging because it is difficult to assess all of the factors that increase MSKI risk and influence post-MSKI outcomes. Currently, there are no high-throughput, clinically-feasible, and comprehensive assessments to generate patient-centric data for informing pre- and post-MSKI risk assessment and mitigation strategies. The objective of the "Pre-neuromusculoskeletal injury Risk factor Evaluation and Post-neuromusculoskeletal injury Assessment for Return-to-duty/activity Enhancement (PREPARE)" study is to develop a comprehensive suite of clinical assessments to identify the patient-specific factors contributing to MSKI risks and undesired post-MSKI outcomes. METHODS This is a phased approach, multi-center prospective, observational study (ClinicalTrials.gov number: NCT05111925) to identify physical and psychosocial factors contributing to greater MSKI risk and undesired post-MSKI outcomes, and to identify and validate a minimal set of assessments to personalize risk mitigation and rehabilitation strategies. In Phase I, one cohort (n = 560) will identify the physical and psychosocial factors contributing to greater MSKI risks (single assessment), while a second cohort (n = 780) will identify the post-MSKI physical and psychosocial factors contributing to undesired post-MSKI outcomes (serial assessments at enrollment, 4 weeks post-enrollment, 12 weeks post-enrollment). All participants will complete comprehensive movement assessments captured via a semi-automated markerless motion capture system and instrumented walkway, joint range of motion assessments, psychosocial measures, and self-reported physical fitness performance and MSKI history. We will follow participants for 6 months. We will identify the minimum set of clinical assessments that provide requisite data to personalize MSKI risk mitigation and rehabilitation strategies, and in Phase II validate our optimized assessments in new cohorts. DISCUSSION The results of this investigation will provide clinically relevant data to efficiently inform MSKI risk mitigation and rehabilitation programs, thereby helping to advance medical care and retain Service members on active duty status. TRIAL REGISTRATION PREPARE was prospectively registered on ClinicalTrials.gov (NCT05111925) on 5 NOV 2021, prior to study commencement.
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Affiliation(s)
- Courtney M. Butowicz
- Research & Surveillance Division, Extremity Trauma and Amputation Center of Excellence, 4494 Palmer Rd N, Bethesda, MD 20814 USA ,grid.414467.40000 0001 0560 6544Research & Development Section, Department of Rehabilitation, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814 USA ,grid.265436.00000 0001 0421 5525Department of Physical Medicine & Rehabilitation, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
| | - Brad D. Hendershot
- Research & Surveillance Division, Extremity Trauma and Amputation Center of Excellence, 4494 Palmer Rd N, Bethesda, MD 20814 USA ,grid.414467.40000 0001 0560 6544Research & Development Section, Department of Rehabilitation, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814 USA ,grid.265436.00000 0001 0421 5525Department of Physical Medicine & Rehabilitation, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA
| | - Nora L. Watson
- grid.414467.40000 0001 0560 6544Department of Research, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814 USA
| | - Daniel I. Brooks
- grid.478868.d0000 0004 5998 2926Clinical Quality Management, Defense Health Agency, 7700 Arlington Blfd, Falls Church, VA 22042 USA
| | - Donald L. Goss
- grid.256969.70000 0000 9902 8484Department of Physical Therapy, High Point University, 1 N University Pkwy, High Point, NC 27268 USA
| | | | - Alisha D. Harvey
- grid.414467.40000 0001 0560 6544Physical Therapy Service, Department of Rehabilitation, Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD 20814 USA
| | | | | | - Matthew B. Garber
- grid.253615.60000 0004 1936 9510Department of Health, Human Function and Rehabilitation Science, The George Washington University, 2200 Pennsylvania Ave NW, Washington, DC, 20006 USA
| | - Timothy C. Mauntel
- Research & Surveillance Divsion, Extremity Trauma & Amputation Center of Excellence, 2817 Reilly Rd, Fort Bragg, NC 28310 USA ,grid.265436.00000 0001 0421 5525Department of Surgery, Uniformed Services University of the Health Sciences, 4301 Jones Bridge Rd, Bethesda, MD 20814 USA ,grid.417180.b0000 0004 0418 8549Department of Clinical Investigations, Womack Army Medical Center, 2817 Reilly Rd, Fort Bragg, NC 28301 USA
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15
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Doyle AM, Bauer D, Hendrix C, Yu Y, Nebeck SD, Fergus S, Krieg J, Wilmerding LK, Blumenfeld M, Lecy E, Spencer C, Luo Z, Sullivan D, Brackman K, Ross D, Best S, Verma A, Havel T, Wang J, Johnson L, Vitek JL, Johnson MD. Spatiotemporal scaling changes in gait in a progressive model of Parkinson's disease. Front Neurol 2022; 13:1041934. [PMID: 36582611 PMCID: PMC9792983 DOI: 10.3389/fneur.2022.1041934] [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: 09/11/2022] [Accepted: 11/30/2022] [Indexed: 12/14/2022] Open
Abstract
Objective Gait dysfunction is one of the most difficult motor signs to treat in patients with Parkinson's disease (PD). Understanding its pathophysiology and developing more effective therapies for parkinsonian gait dysfunction will require preclinical studies that can quantitatively and objectively assess the spatial and temporal features of gait. Design We developed a novel system for measuring volitional, naturalistic gait patterns in non-human primates, and then applied the approach to characterize the progression of parkinsonian gait dysfunction across a sequence of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) treatments that allowed for intrasubject comparisons across mild, moderate, and severe stages. Results Parkinsonian gait dysfunction was characterized across treatment levels by a slower stride speed, increased time in both the stance and swing phase of the stride cycle, and decreased cadence that progressively worsened with overall parkinsonian severity. In contrast, decreased stride length occurred most notably in the moderate to severe parkinsonian state. Conclusion The results suggest that mild parkinsonism in the primate model of PD starts with temporal gait deficits, whereas spatial gait deficits manifest after reaching a more severe parkinsonian state overall. This study provides important context for preclinical studies in non-human primates studying the neurophysiology of and treatments for parkinsonian gait.
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Affiliation(s)
- Alex M. Doyle
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, United States
| | - Devyn Bauer
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Claudia Hendrix
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Ying Yu
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Shane D. Nebeck
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Sinta Fergus
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Jordan Krieg
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Lucius K. Wilmerding
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Madeline Blumenfeld
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Emily Lecy
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Chelsea Spencer
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Ziling Luo
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Disa Sullivan
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Krista Brackman
- Department of Neuroscience, University of Minnesota, Minneapolis, MN, United States
| | - Dylan Ross
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Sendréa Best
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Ajay Verma
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Tyler Havel
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Jing Wang
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Luke Johnson
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Jerrold L. Vitek
- Department of Neurology, University of Minnesota, Minneapolis, MN, United States
| | - Matthew D. Johnson
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
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16
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Mukli P, Detwiler S, Owens CD, Csipo T, Lipecz A, Pinto CB, Tarantini S, Nyul-Toth A, Balasubramanian P, Hoffmeister JR, Csiszar A, Ungvari Z, Kirkpatrick AC, Prodan CI, Yabluchanskiy A. Gait variability predicts cognitive impairment in older adults with subclinical cerebral small vessel disease. Front Aging Neurosci 2022; 14:1052451. [PMID: 36466602 PMCID: PMC9716182 DOI: 10.3389/fnagi.2022.1052451] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 11/02/2022] [Indexed: 11/19/2022] Open
Abstract
Introduction Advanced methods of gait research, including approaches to quantify variability, and orderliness/regularity/predictability, are increasingly used to identify patients at risk for the development of cognitive impairment. Cerebral small vessel disease (CSVD) is highly prevalent in older adults and is known to contribute to the development of vascular cognitive impairment and dementia (VCID). Studies in preclinical models demonstrate that subclinical alterations precede CSVD-related cognitive impairment in gait coordination. In humans, CSVD also associates with gait abnormalities. The present study was designed to test the hypothesis that increased gait variability and gait asymmetry predict a decline in cognitive performance in older adults with CSVD. Methods To test this hypothesis, we compared cognitive performance and gait function in patients with CSVD (age: 69.8 ± 5.3 years; n = 11) and age- and sex-matched control participants (age: 70.7 ± 5.8 years; n = 11). Based on imaging findings, patients with CSVD were identified [presence of white matter hyperintensities plus silent brain infarcts and/or microhemorrhages on magnetic resonance imaging (MRI) assessment]. Cognitive performance was assessed using the Cambridge Neuropsychological Test Automated Battery (CANTAB). Gait parameters were measured during the single and dual tasks, during which participants, in addition to the motor task, completed a series of mental arithmetic calculations. Spatial and temporal parameters of gait variability, symmetry, and permutation entropy were determined using a pressure-sensitive gait mat during single and dual cognitive task conditions. Results Patients with CSVD exhibited lower performance in a visual learning test (p = 0.030) and in a sustained attention test (p = 0.007). CSVD also affected step time variability (p = 0.009) and step length variability (p = 0.017). Step lengths of CSVD participants were more asymmetric (p = 0.043) than that of controls, while the two groups were statistically similar regarding step time symmetry and entropy of step time and length. Gait variability was inversely associated with sustained attention, especially among CSVD patients, and this relationship was significantly different between the two groups. The association of sustained attention with gait symmetry was also significantly different between the two groups. Discussion Our findings provide additional evidence in support of the concept that increased gait variability and asymmetry may predict cognitive impairment in older adults with CSVD.
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Affiliation(s)
- Peter Mukli
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary
| | - Sam Detwiler
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Cameron D. Owens
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Tamas Csipo
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary
| | - Agnes Lipecz
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary
| | - Camila Bonin Pinto
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Stefano Tarantini
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary,Peggy and Charles Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Department of Health Promotion Sciences, College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Adam Nyul-Toth
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary
| | - Priya Balasubramanian
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Peggy and Charles Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Jordan R. Hoffmeister
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Anna Csiszar
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary,Peggy and Charles Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Zoltan Ungvari
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public Health, Translational Medicine and Physiology, Semmelweis University, Budapest, Hungary,Peggy and Charles Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Department of Health Promotion Sciences, College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Angelia C. Kirkpatrick
- Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Veterans Affairs Medical Center, Oklahoma City, OK, United States
| | - Calin I. Prodan
- Veterans Affairs Medical Center, Oklahoma City, OK, United States,Department of Neurology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States
| | - Andriy Yabluchanskiy
- Oklahoma Center for Geroscience and Healthy Brain Aging, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Vascular Cognitive Impairment, Neurodegeneration and Healthy Brain Aging Program, Department of Neurosurgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Peggy and Charles Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,Department of Health Promotion Sciences, College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States,*Correspondence: Andriy Yabluchanskiy,
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Tiernan C, Schwarz D, Goldberg A. Dual-task cost of the Enhanced Gait Variability Index in community-dwelling older adults. Gait Posture 2022; 98:237-239. [PMID: 36195048 DOI: 10.1016/j.gaitpost.2022.09.087] [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: 04/13/2022] [Revised: 08/29/2022] [Accepted: 09/25/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Gait variability is associated with brain abnormalities, falls, and disability in older adults. The Enhanced Gait Variability Index (EGVI), a composite measure of gait variability, offers advantages over traditional measures of variability for individual spatiotemporal parameters (STPs). Gait assessment under complex conditions may reveal additional information about performance and provide insight into potential abnormalities. The EGVI has not been investigated in older adults while performing a concurrent motor task. RESEARCH QUESTION To examine dual-task cost of the EGVI and STPs in a sample of community-dwelling older adults. METHODS Thirty-eight community-dwelling older adults (mean age = 72.5 years) walked at self-selected speeds on an instrumented walkway under a single-task (ST) and a motor dual-task (DT) condition. Descriptive statistics were calculated for the EGVI, STPs included in the EGVI, and several other common STPs (cadence, stride width, percent double-support). Wilcoxon signed-rank tests assessed differences in each gait variable between conditions. Dual-task cost (DTC) was calculated for each gait variable. RESULTS Going from ST to DT walking, EGVI scores increased significantly (104.5 ± 8.4 to 125.1 ± 10.8, p < .001). Participants also increased double-support (p < .001) and stance time (p < .01), while decreasing stride velocity (p < .001), step length (p < .001), and single-support time (p < .05). Significant changes were not observed for cadence, stride width, or step time. Stride velocity and EGVI showed the greatest DTC. SIGNIFICANCE When confronted with a concurrent motor dual-task, older adults responded by increasing their EGVI and altering several STPs. The EGVI is a single composite measure that may have utility under ST and DT conditions to enhance understanding of gait variability in older adults. Further research should examine if DTC of EGVI scores predict meaningful constructs such as falls, participation, and self-rated health in older adults.
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Affiliation(s)
- Chad Tiernan
- Physical Therapy Department, University of Michigan-Flint, 303 E. Kearsley Street, Flint, MI 48502-1950, USA.
| | - David Schwarz
- Physical Therapy Department, University of Michigan-Flint, 303 E. Kearsley Street, Flint, MI 48502-1950, USA.
| | - Allon Goldberg
- Physical Therapy Department, University of Michigan-Flint, 303 E. Kearsley Street, Flint, MI 48502-1950, USA.
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18
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Sahba K, Berk L, Bussell M, Lohman E, Zamora F, Gharibvand L. Treating peripheral neuropathy in individuals with type 2 diabetes mellitus with intraneural facilitation: a single blind randomized control trial. J Int Med Res 2022; 50:3000605221109390. [PMID: 35922961 PMCID: PMC9358562 DOI: 10.1177/03000605221109390] [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] [Indexed: 11/16/2022] Open
Abstract
Objective To evaluate the effectiveness of intraneural facilitation (INF) for the treatment of diabetic peripheral neuropathy (DPN). Methods This single-blind, randomized clinical trial enrolled patients with type 2 diabetes mellitus and moderate-to-severe DPN symptoms below the ankle. Patients were randomly assigned to receive INF or sham treatment. In the INF group, trained INF physical therapists provided therapy for 50–60 min, three times a week for 3 weeks. Sham treatment consisted of patients believing they received anodyne therapy for 3 weeks. Pre- and post-treatment data were compared between the two groups for quality of life, balance, gait, protective sensory function and pain outcome measures. Results A total of 28 patients (17 males) were enrolled in the study (INF group n = 17; sham group n = 11). There was a significant decrease in the overall pain score in both the INF and sham groups over time, but the decrease was greater in the INF group (1.11 versus 0.82). Between-group comparisons demonstrated significant differences in unpleasant pain and protective sensory function. The INF group showed post-treatment improvements in protective sensory function and composite static balance score. Conclusions INF treatment improved pain perception, the composite static balance score and protective sensations in patients with DPN. Research Registry number: CNCT04025320
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Affiliation(s)
- Kyan Sahba
- Department of Allied Health Studies, School of Allied Health Professions, Loma Linda University, Loma Linda, CA, USA
| | - Lee Berk
- Department of Allied Health Studies, School of Allied Health Professions, Loma Linda University, Loma Linda, CA, USA.,Department of Pathology and Human Anatomy, School of Medicine, Loma Linda University, Loma Linda, CA, USA
| | - Mark Bussell
- Neuropathic Therapy Center, Loma Linda University Health, Loma Linda, CA, USA
| | - Everett Lohman
- Department of Physical Therapy, School of Allied Health Professions, Loma Linda University, Loma Linda, CA, USA
| | - Francis Zamora
- Department of Allied Health Studies, School of Allied Health Professions, Loma Linda University, Loma Linda, CA, USA
| | - Lida Gharibvand
- Department of Allied Health Studies, School of Allied Health Professions, Loma Linda University, Loma Linda, CA, USA
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Herings PMR, Dyer AH, Kennelly SP, Reid S, Killane I, McKenna L, Bourke NM, Woods CP, O'Neill D, Gibney J, Reilly RB. Gait Characteristics and Cognitive Function in Middle-Aged Adults with and without Type 2 Diabetes Mellitus: Data from ENBIND. SENSORS (BASEL, SWITZERLAND) 2022; 22:5710. [PMID: 35957266 PMCID: PMC9370923 DOI: 10.3390/s22155710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Revised: 07/20/2022] [Accepted: 07/25/2022] [Indexed: 06/15/2023]
Abstract
Type 2 Diabetes Mellitus (T2DM) in midlife is associated with a greater risk of dementia in later life. Both gait speed and spatiotemporal gait characteristics have been associated with later cognitive decline in community-dwelling older adults. Thus, the assessment of gait characteristics in uncomplicated midlife T2DM may be important in selecting-out those with T2DM at greatest risk of later cognitive decline. We assessed the relationship between Inertial Motion Unit (IMUs)-derived gait characteristics and cognitive function assessed via Montreal Cognitive Assessment (MoCA)/detailed neuropsychological assessment battery (CANTAB) in middle-aged adults with and without uncomplicated T2DM using both multivariate linear regression and a neural network approach. Gait was assessed under (i) normal walking, (ii) fast (maximal) walking and (iii) cognitive dual-task walking (reciting alternate letters of the alphabet) conditions. Overall, 138 individuals were recruited (n = 94 with T2DM; 53% female, 52.8 ± 8.3 years; n = 44 healthy controls, 43% female, 51.9 ± 8.1 years). Midlife T2DM was associated with significantly slower gait velocity on both slow and fast walks (both p < 0.01) in addition to a longer stride time and greater gait complexity during normal walk (both p < 0.05). Findings persisted following covariate adjustment. In analyzing cognitive performance, the strongest association was observed between gait velocity and global cognitive function (MoCA). Significant associations were also observed between immediate/delayed memory performance and gait velocity. Analysis using a neural network approach did not outperform multivariate linear regression in predicting cognitive function (MoCA) from gait velocity. Our study demonstrates the impact of uncomplicated T2DM on gait speed and gait characteristics in midlife, in addition to the striking relationship between gait characteristics and global cognitive function/memory performance in midlife. Further studies are needed to evaluate the longitudinal relationship between midlife gait characteristics and later cognitive decline, which may aid in selecting-out those with T2DM at greatest-risk for preventative interventions.
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Affiliation(s)
- Pieter M R Herings
- School of Engineering, Trinity College Dublin, D08 XW7X Dublin, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, D02 R590 Dublin, Ireland
| | - Adam H Dyer
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
- Department of Age-Related Healthcare, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Sean P Kennelly
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
- Department of Age-Related Healthcare, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Sean Reid
- School of Engineering, Trinity College Dublin, D08 XW7X Dublin, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, D02 R590 Dublin, Ireland
| | - Isabelle Killane
- Department of Engineering, Technological University Dublin, D07 EWV4 Dublin, Ireland
| | - Louise McKenna
- Department of Age-Related Healthcare, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Nollaig M Bourke
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
| | - Conor P Woods
- Robert Graves Institute of Endocrinology, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Desmond O'Neill
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
- Department of Age-Related Healthcare, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - James Gibney
- Robert Graves Institute of Endocrinology, Tallaght University Hospital, D24 NR0A Dublin, Ireland
| | - Richard B Reilly
- School of Engineering, Trinity College Dublin, D08 XW7X Dublin, Ireland
- Trinity Centre for Biomedical Engineering, Trinity College Dublin, D02 R590 Dublin, Ireland
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D02 R590 Dublin, Ireland
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20
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Parati M, Ambrosini E, DE Maria B, Gallotta M, Dalla Vecchia LA, Ferriero G, Ferrante S. The reliability of gait parameters captured via instrumented walkways: a systematic review and meta-analysis. Eur J Phys Rehabil Med 2022; 58:363-377. [PMID: 34985239 PMCID: PMC9987464 DOI: 10.23736/s1973-9087.22.07037-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
INTRODUCTION Electronic pressure-sensitive walkways are commonly available solutions to quantitatively assess gait parameters for clinical and research purposes. Many studies have evaluated their measurement properties in different conditions with variable findings. In order to be informed about the current evidence of their reliability for optimal clinical and scientific decision making, this systematic review provided a quantitative synthesis of the test-retest reliability and minimal detectable change of the captured gait parameters across different test conditions (single and cognitive dual-task conditions) and population groups. EVIDENCE ACQUISITION A literature search was conducted in PubMed, Embase, and Scopus until November 2021 to identify articles that examined the test-retest reliability properties of the gait parameters captured by pressure-sensitive walkways (gait speed, cadence, stride length and time, double support time, base of support) in adult healthy individuals or patients. The methodological quality was rated using the Consensus-Based Standards for the Selection of Health Measurement Instruments Checklist. Data were meta-analyzed on intraclass correlation coefficient to examine the test-retest relative reliability. Quantitative synthesis was performed for absolute reliability, examined by the weighted average of minimal detectable change values. EVIDENCE SYNTHESIS A total of 44 studies were included in this systematic review. The methodological quality was adequate in half of the included studies. The main finding was that pressure-sensitive walkways are reliable tools for objective assessment of spatial and temporal gait parameters both in single-and cognitive dual-task conditions. Despite few exceptions, the review identified intraclass correlation coefficient higher than 0.75 and minimal detectable change lower than 30%, demonstrating satisfactory relative and absolute reliability in all examined populations (healthy adults, elderly, patients with cognitive impairment, spinocerebellar ataxia type 14, Huntington's disease, multiple sclerosis, Parkinson's disease, rheumatoid arthritis, spinal cord injury, stroke or vestibular dysfunction). CONCLUSIONS Current evidence suggested that, despite different populations and testing protocols used in the included studies, the test-retest reliability of the examined gait parameters was acceptable under single and cognitive dual-task conditions. Further high-quality studies with powered sample sizes are needed to examine the reliability findings of the currently understudied and unexplored pathologies and test conditions.
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Affiliation(s)
- Monica Parati
- Neuroengineering and Medical Robotics Laboratory, Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.,Istituti Clinici Scientifici Maugeri IRCCS, Milan, Italy
| | - Emilia Ambrosini
- Neuroengineering and Medical Robotics Laboratory, Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | | | | | | | - Giorgio Ferriero
- Istituti Clinici Scientifici Maugeri IRCCS, Tradate, Varese, Italy -
| | - Simona Ferrante
- Neuroengineering and Medical Robotics Laboratory, Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
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21
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Drew IS, Hoffing M, Lim C, Leece D, Suess M, Merkin R. Avoidance of Total Knee Replacement in a Population Health Setting: Introducing a Noninvasive Biomechanical Intervention for Patients with Knee Osteoarthritis. Popul Health Manag 2022; 25:601-607. [PMID: 35475711 DOI: 10.1089/pop.2021.0336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The observed increase in osteoarthritis (OA) of the knee as a result of an aging population and the obesity epidemic has led to a concomitant increase in the rates of total knee replacement (TKR), placing an additional financial and social burden on the ability of health care systems to control medical costs. Our study shows how a home-based, noninvasive biomechanical intervention reduced the rate of progression to surgery for a cohort of 237 patients with knee OA deemed eligible for TKR based on pre-established clinical selection criteria. Over the 24-month study period, 204 patients (86%) avoided surgery, with only 33 patients (14%, 95% confidence interval 82%-91%) progressing to a TKR with an average length of time to TKR of 324 days (ranging from 31 to 671 days). The application of this intervention provides health plans and provider networks managing patient care under financial risk arrangements an opportunity to realize significant cost savings without compromising quality of care or clinical outcomes.
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Affiliation(s)
- Ian S Drew
- Heritage Provider Network, Office of the Chief Medical Officer, Northridge, California
| | - Marc Hoffing
- Heritage Provider Network, Office of the Chief Medical Director, Northridge, California
| | - Charles Lim
- Heritage Provider Network, Office of the Chief Medical Director, Northridge, California
| | - David Leece
- Heritage Provider Network, Office of the Chief Medical Director, Northridge, California
| | - Matt Suess
- Heritage Provider Network, Office of Healthcare Analytics, Northridge, California
| | - Richard Merkin
- Heritage Provider Network, Office of Chief Executive Officer, Northridge, California
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22
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Shema-Shiratzky S, Beer Y, Mor A, Elbaz A. Smartphone-based inertial sensors technology - Validation of a new application to measure spatiotemporal gait metrics. Gait Posture 2022; 93:102-106. [PMID: 35121485 DOI: 10.1016/j.gaitpost.2022.01.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 01/23/2022] [Accepted: 01/27/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Smartphones are increasingly recognized as the future technology for clinical gait assessment. RESEARCH QUESTION To determine the concurrent validity of gait parameters obtained using the smartphone technology and application in a group of patients with musculoskeletal pathologies. METHODS Patients with knee, lower back, hip, or ankle pain were included in the study (n = 72). Spatiotemporal outcomes were derived from the walkway and the smartphone simultaneously. Pearson's correlations and limits of agreement (LoA) determined the association between the two methods. RESULTS Cadence and gait cycle time showed excellent correlation and agreement between the smartphone and the walkway (cadence: r = 0.997, LoA=1.4%, gait cycle time: r = 0.996, LoA = 1.6%). Gait speed, double-limb support and left and right step length demonstrated strong correlations and moderate agreement between methods (gait speed: r = 0.914, LoA=15.4%, left step length: r = 0.842, LoA = 17.0%, right step length: r = 0.800, LoA=16.4%). The left and right measures of single-limb support and stance percent showed a consistent 4% bias across instruments, yielding moderate correlation and very good agreement between the smartphone and the walkway (r = 0.532, LoA = 9% and r = 0.460, LoA=9.8% for left and right single-limb support; r = 0.463, LoA = 5.1% and r = 0.533, LoA = 4.4% for left and right stance). SIGNIFICANCE The examined application appears to be a valid tool for gait analysis, providing clinically significant metrics for the assessment of patients with musculoskeletal pathologies. However, additional studies should examine the technology amongst patients with severe gait abnormalities.
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Affiliation(s)
| | - Yiftah Beer
- Department of Orthopaedic Surgery, Assaf Harofeh Medical Center, Zerifin, Israel.
| | - Amit Mor
- AposTherapy Research Group, Herzliya, Israel.
| | - Avi Elbaz
- AposTherapy Research Group, Herzliya, Israel.
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23
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Using a Portable Pressure-Sensing Walkway to Detect Age-Related Alternations in Foot Integrated Pressure During Multiple Obstacle Negotiation. J Aging Phys Act 2022; 30:963-971. [PMID: 35231881 DOI: 10.1123/japa.2021-0186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 01/07/2022] [Accepted: 01/30/2022] [Indexed: 11/18/2022]
Abstract
Multiple obstacle avoidance induces a higher potential of falls among older adults. This study attempted to add other important measurements by investigating the pressure-related gait parameters when stepping over multiple obstacles on a portable pressure-sensing walkway. Twenty-six young and 26 older participants were recruited in this study. A portable pressure-sensing Zeno walkway and cyclogram intersection point analysis method was introduced to collect both spatial-temporal and pressure-related gait parameters. Older adults significantly reduced foot integrated pressure of the leading leg when stepping over the second obstacle compared with young adults (p = .0078). A significantly larger cyclogram intersection point shift in medial-lateral direction was found in older adults than in young adults (p = .024) when stepping over the second obstacle, especially in the lateral direction. The results of this study showed that a pressure-sensing walking combined with cyclogram intersection point method could detect foot pressure distribution differences caused by aging.
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24
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Shearin S, Braitsch M, Querry R. The effect of a multi-modal boxing exercise program on cognitive locomotor tasks and gait in persons with Parkinson disease. NeuroRehabilitation 2021; 49:619-627. [PMID: 34806626 DOI: 10.3233/nre-210218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Parkinson disease (PD) is a progressive neurological disease resulting in motor impairments, postural instability, and gait alterations which may result in self-care limitations and loss of mobility reducing quality of life. OBJECTIVE This study's purpose was to determine the impact of a community-based boxing program on gait parameters, dual task and backwards walking in individuals with PD. METHODS This study included 26 community dwelling individuals with PD who participated in 12-week boxing classes (1 hour, 2 times a week). The focus was on upper/lower extremity exercises using punching bags, agility drills, and strengthening activities. Pre/post testing was performed for dual task and gait parameters and was analyzed using t-tests. RESULTS Analysis of the scores indicated participants performed significantly better at post-test compared to pre-test on self-selected walking velocity (P = 0.041), cadence (P = 0.021); backwards walking velocity (P = 0.003), step length (P = 0.022); dual task walking velocity (P = 0.044), step length (P = 0.023), and gait variability index (P = 0.008). No significant differences for fast walking. CONCLUSIONS Multi-modal boxing produced improvements in gait velocity, dual task velocity, step length, and gait variability, as well as backwards walking velocity and step length. These improvements may impact independence with functional mobility and may improve safety but require further studies.
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Affiliation(s)
- Staci Shearin
- The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Ross Querry
- The University of Texas Southwestern Medical Center, Dallas, TX, USA
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25
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A Pilot Study to Validate a Wearable Inertial Sensor for Gait Assessment in Older Adults with Falls. SENSORS 2021; 21:s21134334. [PMID: 34202786 PMCID: PMC8272102 DOI: 10.3390/s21134334] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/19/2021] [Accepted: 06/22/2021] [Indexed: 12/11/2022]
Abstract
The high prevalence of falls and the enormous impact they have on the elderly population is a cause for concern. We aimed to develop a walking-monitor gait pattern (G-STRIDE) for older adults based on a 6-axis inertial measurement (IMU) with the application of pedestrian dead reckoning algorithms and tested its structural and clinical validity. A cross-sectional case–control study was conducted with 21 participants (11 fallers and 10 non-fallers). We measured gait using an IMU attached to the foot while participants walked around different grounds (indoor flooring, outdoor floor, asphalt, etc.). The G-STRIDE consisted of a portable inertial device that monitored the gait pattern and a mobile app for telematic clinical analysis. G-STRIDE made it possible to measure gait parameters under normal living conditions when walking without assessing the patient in the outpatient clinic. Moreover, we verified concurrent validity with convectional outcome measures using intraclass correlation coefficients (ICCs) and analyzed the differences between participants. G-STRIDE showed high estimation accuracy for the walking speed of the elderly and good concurrent validity compared to conventional measures (ICC = 0.69; p < 0.000). In conclusion, the developed inertial-based G-STRIDE can accurately classify older people with risk to fall with a significance as high as using traditional but more subjective clinical methods (gait speed, Timed Up and Go Test).
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26
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Kanko RM, Laende EK, Strutzenberger G, Brown M, Selbie WS, DePaul V, Scott SH, Deluzio KJ. Assessment of spatiotemporal gait parameters using a deep learning algorithm-based markerless motion capture system. J Biomech 2021; 122:110414. [PMID: 33915475 DOI: 10.1016/j.jbiomech.2021.110414] [Citation(s) in RCA: 50] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 03/01/2021] [Accepted: 03/07/2021] [Indexed: 12/15/2022]
Abstract
Spatiotemporal parameters can characterize the gait patterns of individuals, allowing assessment of their health status and detection of clinically meaningful changes in their gait. Video-based markerless motion capture is a user-friendly, inexpensive, and widely applicable technology that could reduce the barriers to measuring spatiotemporal gait parameters in clinical and more diverse settings. Two studies were performed to determine whether gait parameters measured using markerless motion capture demonstrate concurrent validity with those measured using marker-based motion capture and a pressure-sensitive gait mat. For the first study, thirty healthy young adults performed treadmill gait at self-selected speeds while marker-based motion capture and synchronized video data were recorded simultaneously. For the second study, twenty-five healthy young adults performed over-ground gait at self-selected speeds while footfalls were recorded using a gait mat and synchronized video data were recorded simultaneously. Kinematic heel-strike and toe-off gait events were used to identify the same gait cycles between systems. Nine spatiotemporal gait parameters were measured by each system and directly compared between systems. Measurements were compared using Bland-Altman methods, mean differences, Pearson correlation coefficients, and intraclass correlation coefficients. The results indicate that markerless measurements of spatiotemporal gait parameters have good to excellent agreement with marker-based motion capture and gait mat systems, except for stance time and double limb support time relative to both systems and stride width relative to the gait mat. These findings indicate that markerless motion capture can adequately measure spatiotemporal gait parameters of healthy young adults during treadmill and over-ground gait.
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Affiliation(s)
- Robert M Kanko
- Mechanical and Materials Engineering, Queen's University, Kingston, Canada.
| | - Elise K Laende
- Mechanical and Materials Engineering, Queen's University, Kingston, Canada
| | - Gerda Strutzenberger
- Department of Sport and Exercise Science, University of Salzburg, Salzburg, Austria
| | | | | | - Vincent DePaul
- Rehabilitation Therapy, Queen's University, Kingston, Canada
| | - Stephen H Scott
- Biomedical and Molecular Sciences, Queen's University, Kingston, Canada
| | - Kevin J Deluzio
- Mechanical and Materials Engineering, Queen's University, Kingston, Canada
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27
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Plantarflexor strength, gait speed, and step length change in individuals with Parkinson's disease. Int J Rehabil Res 2021; 44:82-87. [PMID: 33074842 DOI: 10.1097/mrr.0000000000000439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Parkinson's disease affects the ability to walk often resulting in decreased independence and low quality of life. The purpose of this study was to examine differences in plantarflexor strength (PFS), gait speed, and step length in persons with Parkinson's disease (PwP) and healthy peers using clinical measures. A secondary purpose was to examine the relationship between these gait components across disease severity. The study was a convenience sample of 71 PwP and 25 community healthy peers. Outcome measures included 10-Meter Walk, step length, and Calf-Raise Senior Test. PwP were separated into mild and moderate impairment groups using the Movement Disorders Society United Parkinson's Disease Rating Scale Motor Subscale. Between group differences for gait speed (F2,93 = 24.560, P = 0.000), step length (F2,93 = 21.93, P = 0.000) and PFS (F2,93 = 19.49, P < 0.000) were observed. Post hoc testing determined a difference (P < 0.00) in gait speed, step length, and PFS testing between moderate impairment versus healthy peers and mild impairment. A difference (P = 0.045) in step length and a trend towards significance (P = 0.064) for PFS was found between healthy peers and mild impairment group. This study revealed that PwP with mild impairment also have significant changes in step length and trends toward plantarflexor weakness without a significant difference in gait speed. These early changes may warrant early assessment and intervention to prevent decline. This study may bring clinical focus onto the plantarflexor and step length for early comprehensive assessment and treatment of gait and mobility for PwP.
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28
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Pieruccini-Faria F, Black SE, Masellis M, Smith EE, Almeida QJ, Li KZH, Bherer L, Camicioli R, Montero-Odasso M. Gait variability across neurodegenerative and cognitive disorders: Results from the Canadian Consortium of Neurodegeneration in Aging (CCNA) and the Gait and Brain Study. Alzheimers Dement 2021; 17:1317-1328. [PMID: 33590967 PMCID: PMC8451764 DOI: 10.1002/alz.12298] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/27/2020] [Accepted: 01/01/2021] [Indexed: 01/01/2023]
Abstract
Introduction Gait impairment is common in neurodegenerative disorders. Specifically, gait variability—the stride‐to‐stride fluctuations in distance and time—has been associated with neurodegeneration and cognitive impairment. However, quantitative comparisons of gait impairments across the cognitive spectrum of dementias have not been systematically investigated. Methods Older adults (N = 500) with subjective cognitive impairment, Parkinson disease (PD), mild cognitive impairment (MCI), PD‐MCI, Alzheimer's disease (AD), PD‐dementia, Lewy body dementia, and frontotemporal dementia, as well cognitive normal controls, who were assessed for their gait and cognitive performance. Results Factor analyses grouped 11 quantitative gait parameters and identified four independent gait domains: rhythm, pace, variability, and postural control, for group comparisons and classification analysis. Among these domains, only high gait variability was associated with lower cognitive performance and accurately discriminated AD from other neurodegenerative and cognitive conditions. Discussion Our findings indicate that high gait variability is a marker of cognitive‐cortical dysfunction, which can help to identify Alzheimer's disease dementia.
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Affiliation(s)
- Frederico Pieruccini-Faria
- Gait and Brain Lab, Parkwood Institute, Lawson Health Research Institute, London, Ontario, Canada.,Schulich School of Medicine & Dentistry, Department of Medicine and Division of Geriatric Medicine, London, Ontario, Canada.,Schulich School of Medicine and Dentistry, Department of Epidemiology and Biostatistics, University of Western Ontario, London, N6C 0A7, Canada
| | - Sandra E Black
- Department of Medicine and Neurology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Mario Masellis
- Department of Medicine and Neurology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Eric E Smith
- Department of Clinical Neurosciences and Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
| | - Quincy J Almeida
- Movement Disorders Research & Rehabilitation Centre, Wilfrid Laurier University, Waterloo, Ontario, Canada
| | - Karen Z H Li
- Department of Psychology, Concordia University, Montreal, Quebec, Canada
| | - Louis Bherer
- Departments of Medicine, Montreal Heart Institute and Institut Universitaire de Gériatrie de Montréal, University of Montreal, Montreal, Quebec, Canada
| | - Richard Camicioli
- Department of Medicine, Division of Neurology and Neuroscience and Mental Health Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Manuel Montero-Odasso
- Gait and Brain Lab, Parkwood Institute, Lawson Health Research Institute, London, Ontario, Canada.,Schulich School of Medicine & Dentistry, Department of Medicine and Division of Geriatric Medicine, London, Ontario, Canada.,Schulich School of Medicine and Dentistry, Department of Epidemiology and Biostatistics, University of Western Ontario, London, N6C 0A7, Canada
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29
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Shearin SM, McCain KJ, Querry R. Description of novel instrumented analysis of the Four Square Step Test with clinical application: A pilot study. Gait Posture 2020; 82:14-19. [PMID: 32858317 DOI: 10.1016/j.gaitpost.2020.08.119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Revised: 08/12/2020] [Accepted: 08/15/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND Falls are a common problem for adults in the United States raising concerns about injuries and the resulting economic burden. As a result, it is critical to develop objective measures to assess dynamic balance and the track progress related to interventions or disease progression over time. RESEARCH QUESTION Are there differences in balance between individuals in the community, individuals post-stroke, persons with Multiple Sclerosis (MS), and individuals living with Parkinson's Disease (PD) as measured with a new instrumented Four Square Step Test (i-FSST)? METHODS The i-FSST was utilized to assess dynamic balance in 41 individuals (11 community dwelling adults and 10 individuals in each group of persons post stroke, with PD, and with MS). Outcome data including the overall duration of the FSST as well unique temporal-spatial stepping patterns through the test, timing of transitions between each quadrant, and the time in each quadrant prior to transitioning. RESULTS One-way ANOVAs were conducted to determine whether i-FSST duration, Over Double Support (ODS), and Changes in Main Support (CMS) differed by participants' groups. There was a significant difference between groups in test Duration (F = 9.56, P = .000), ODS (F = 15.71, P = .001), and CMS (F = 7.03, P = .001). Further differences in these variables were found between various groups using Bonferroni post-hoc testing. SIGNIFICANCE The i-FSST is an innovative and potentially beneficial tool for quantitatively measuring the dynamics that occur in the traditional FSST including a general measure of dynamic balance as well as transition times and stability during the test. This technology can provide objective data on stability, weight shifting, and weight acceptance that may guide interventions and further assessment.
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Affiliation(s)
- Staci M Shearin
- The University of Texas Southwestern Medical Center, 6011 Harry Hines Blvd, Dallas, TS 75235, United States.
| | - Karen J McCain
- The University of Texas Southwestern Medical Center, 6011 Harry Hines Blvd, Dallas, TS 75235, United States
| | - Ross Querry
- The University of Texas Southwestern Medical Center, 6011 Harry Hines Blvd, Dallas, TS 75235, United States
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30
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Instrumented Four Square Step Test in Adults with Transfemoral Amputation: Test-Retest Reliability and Discriminant Validity between Two Types of Microprocessor Knees. SENSORS 2020; 20:s20174782. [PMID: 32847127 PMCID: PMC7506809 DOI: 10.3390/s20174782] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 08/07/2020] [Accepted: 08/21/2020] [Indexed: 11/16/2022]
Abstract
Technology-based outcomes have recently been proposed to complement the standard Four Square Step Test (FSST) by providing a decomposition of the sequences and information about the stepping pattern. A test-retest study and a randomized crossover design have been used to determine immediate test-retest reliability and to assess discriminant validity, in persons with a unilateral transfemoral amputation, for the parameters computed by an instrumented version of the Four Square Step Test. Twenty adults, independent and unlimited community ambulators, with a unilateral transfemoral amputation, performed two Four Square Step Tests on a pressure mat first with a microprocessor knee, then, a few weeks later with another one. One of these prosthetic knees was acknowledged to be superior and to provide functional improvement. Test-retest, intraclass correlation coefficients and minimal detectable change at 95% confidence level were calculated for each variable. Paired samples t-tests were then used to identify differences between the two microprocessor knee systems. The test-retest reliability of most outcome measures was good to excellent. Few variables showed a systematic difference and a trend to improve between test 1 and test 2. When comparing both microprocessor knees, significant differences in the expected direction were observed, with interpretation in accordance with a functional improvement. Importantly, we highlighted that various strategies to improve the performance in the test might complexify the interpretation of the most detailed measurement. The instrumented Four Square Step test provides reliable measures with satisfactory test-retest reliability and discriminant validity in persons with unilateral transfemoral amputation.
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31
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Howard CL, Wallace C, Perry B, Stokic DS. The utility of the single-subject method for comparison of temporal-spatial gait changes between a microprocessor and non-microprocessor prosthetic knees. Prosthet Orthot Int 2020; 44:133-144. [PMID: 32186241 DOI: 10.1177/0309364620909049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Despite increasing knowledge about the potential benefits of advanced user-controlled technology, the decision about switching an individual prosthesis user from a non-microprocessor prosthetic knee to a microprocessor prosthetic knee is mainly based on clinician's experience rather than empirical evidence. OBJECTIVES To demonstrate the utility of single-subject design and data analysis for evaluating changes in temporal-spatial gait characteristics between walking with a non-microprocessor prosthetic knee and microprocessor prosthetic knee. STUDY DESIGN Single-subject ABA/BAB design. METHODS Seven non-microprocessor prosthetic knee users (all men, age 50-84 years, 3-40 years post-amputation) were transitioned through the ABA or BAB phases (A-NMPK, B-MPK, 5 weeks each). Four weekly gait evaluations were performed at three self-selected speeds with an electronic walkway. The non-microprocessor prosthetic knee-microprocessor prosthetic knee differences in stride length-cadence relationship, prosthetic weight acceptance, single-limb support, and step width were evaluated for each subject using the "non-overlap of all pairs" statistical method. RESULTS Most subjects improved temporal-spatial gait while on the microprocessor prosthetic knee; in only one subject, none of the 10 gait parameters were in favor of the microprocessor prosthetic knee. In the BAB group, longer use of the microprocessor prosthetic knee was associated with shorter prosthetic weight acceptance and longer single-limb support times across three speeds. Step width either improved with the microprocessor prosthetic knee or remained unchanged in most subjects. CONCLUSION The evidence of individual subject improvements in gait coordination, greater reliance on the prosthetic side, and better stability with the microprocessor prosthetic knee than non-microprocessor prosthetic knee over a range of walking speeds demonstrate the practical utility of the single-subject method in clinical decision-making. CLINICAL RELEVANCE The results demonstrate the use of the single-subject method for examining person-specific differences in temporal-spatial gait characteristics between walking with a non-microprocessor prosthetic knee and microprocessor prosthetic knee at three self-selected speeds. The method proved feasible and reliable for documenting changes in gait at the individual level, which is relevant for clinical practice.
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Affiliation(s)
- Charla L Howard
- Division of Orthotics and Prosthetics, Methodist Rehabilitation Center, Jackson, MS, USA.,Center for Neuroscience and Neurological Recovery, Methodist Rehabilitation Center, Jackson, MS, USA
| | - Chris Wallace
- Division of Orthotics and Prosthetics, Methodist Rehabilitation Center, Jackson, MS, USA
| | - Bonnie Perry
- Center for Neuroscience and Neurological Recovery, Methodist Rehabilitation Center, Jackson, MS, USA
| | - Dobrivoje S Stokic
- Center for Neuroscience and Neurological Recovery, Methodist Rehabilitation Center, Jackson, MS, USA
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Kalsi-Ryan S, Rienmueller AC, Riehm L, Chan C, Jin D, Martin AR, Badhiwala JH, Akbar MA, Massicotte EM, Fehlings MG. Quantitative Assessment of Gait Characteristics in Degenerative Cervical Myelopathy: A Prospective Clinical Study. J Clin Med 2020; 9:jcm9030752. [PMID: 32164395 PMCID: PMC7141273 DOI: 10.3390/jcm9030752] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 02/27/2020] [Accepted: 03/04/2020] [Indexed: 12/18/2022] Open
Abstract
It is challenging to discriminate the early presentation of Degenerative Cervical Myelopathy (DCM) as well as sensitively and accurately distinguishing between mild, moderate, and severe levels of impairment. As gait dysfunction is one of the cardinal symptoms of DCM, we hypothesized that spatiotemporal gait parameters, including the enhanced gait variability index (eGVI), could be used to sensitively discriminate between different severities of DCM. A total of 153 patients recently diagnosed with DCM were recruited and stratified on the basis of DCM severity grades, as measured using the modified Japanese Orthopedic Association (mJOA) scale. Demographic information and neurological status were collected. Gait assessments were performed using an 8 m walkway. Spearman rank correlation was used to identify relationships between gait parameters and mJOA values as well as the mJOA lower extremity (LE) subscore. Kruskal–Wallis H test was performed to evaluate differences between severity groups, as defined by mJOA classification. A significant and relatively strong correlation was found between the mJOA score and eGVI, as well as between the LE subscore of the mJOA and eGVI. Significant differences in the eGVI (X2(2, N = 153) = 55.04, p < 0.0001, ε2 = 0.36) were found between all groups of DCM severity, with a significant increase in the eGVI as DCM progressed from mild to moderate. The eGVI was the most discriminative gait parameter, which facilitated objective differentiation between varying severities of DCM. Quantitative gait assessments show promise as an accurate and objective tool to diagnose and classify DCM, as well as to potentially evaluate the impact of therapeutic interventions.
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Affiliation(s)
- Sukhvinder Kalsi-Ryan
- KITE-UHN, Toronto, ON M5G 2A2, Canada;
- Department of Physical Therapy, University of Toronto, Toronto, ON M5G 1V7, Canada
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Anna C. Rienmueller
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
- Department of Orthopedic Surgery and Traumatology, Medical University Vienna, 1090 Vienna, Austria
| | - Lauren Riehm
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
| | - Colin Chan
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
| | - Daniel Jin
- Department of Kinesiology, University of Waterloo, Waterloo, ON N2L 3G1, Canada;
| | - Allan R. Martin
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Jetan H. Badhiwala
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Muhammad A. Akbar
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Eric M. Massicotte
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
| | - Michael G. Fehlings
- Spine Program; Krembil Brain Institute; University Health Network, Toronto, ON M5T 2S8, Canada; (A.C.R.); (L.R.); (C.C.); (A.R.M.); (J.H.B.); (M.A.A.); (E.M.M.)
- Department of Surgery and Spine Program, University of Toronto, Toronto, ON M5T 1P5, Canada
- Correspondence:
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Devasahayam AJ, Chaves AR, Lasisi WO, Curtis ME, Wadden KP, Kelly LP, Pretty R, Chen A, Wallack EM, Newell CJ, Williams JB, Kenny H, Downer MB, McCarthy J, Moore CS, Ploughman M. Vigorous cool room treadmill training to improve walking ability in people with multiple sclerosis who use ambulatory assistive devices: a feasibility study. BMC Neurol 2020; 20:33. [PMID: 31969132 PMCID: PMC6975092 DOI: 10.1186/s12883-020-1611-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Accepted: 01/10/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Aerobic training has the potential to restore function, stimulate brain repair, and reduce inflammation in people with Multiple Sclerosis (MS). However, disability, fatigue, and heat sensitivity are major barriers to exercise for people with MS. We aimed to determine the feasibility of conducting vigorous harness-supported treadmill training in a room cooled to 16 °C (10 weeks; 3times/week) and examine the longer-term effects on markers of function, brain repair, and inflammation among those using ambulatory aids. METHODS Ten participants (9 females) aged 29 to 74 years with an Expanded Disability Status Scale ranging from 6 to 7 underwent training (40 to 65% heart rate reserve) starting at 80% self-selected walking speed. Feasibility of conducting vigorous training was assessed using a checklist, which included attendance rates, number of missed appointments, reasons for not attending, adverse events, safety hazards during training, reasons for dropout, tolerance to training load, subjective reporting of symptom worsening during and after exercise, and physiological responses to exercise. Functional outcomes were assessed before, after, and 3 months after training. Walking ability was measured using Timed 25 Foot Walk test and on an instrumented walkway at both fast and self-selected speeds. Fatigue was measured using fatigue/energy/vitality sub-scale of 36-Item Short-Form (SF-36) Health Survey, Fatigue Severity Scale, modified Fatigue Impact Scale. Aerobic fitness (maximal oxygen consumption) was measured using maximal graded exercise test (GXT). Quality-of-life was measured using SF-36 Health Survey. Serum levels of neurotrophin (brain-derived neurotrophic factor) and cytokine (interleukin-6) were assessed before and after GXT. RESULTS Eight of the ten participants completed training (attendance rates ≥ 80%). No adverse events were observed. Fast walking speed (cm/s), gait quality (double-support (%)) while walking at self-selected speed, fatigue (modified Fatigue Impact Scale), fitness (maximal workload achieved during GXT), and quality-of-life (physical functioning sub-scale of SF-36) improved significantly after training, and improvements were sustained after 3-months. Improvements in fitness (maximal respiratory exchange ratio and maximal oxygen consumption during GXT) were associated with increased brain-derived neurotrophic factor and decreased interleukin-6. CONCLUSION Vigorous cool room training is feasible and can potentially improve walking, fatigue, fitness, and quality-of-life among people with moderate to severe MS-related disability. TRIAL REGISTRATION The study was approved by the Newfoundland and Labrador Health Research Ethics Board (reference number: 2018.088) on 11/07/2018 prior to the enrollment of first participant (retrospectively registered at ClinicalTrials.gov: NCT04066972. Registered on 26 August 2019.
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Affiliation(s)
- Augustine J Devasahayam
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Arthur R Chaves
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Wendy O Lasisi
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Marie E Curtis
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Katie P Wadden
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Liam P Kelly
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Ryan Pretty
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Alice Chen
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Elizabeth M Wallack
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Caitlin J Newell
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - John B Williams
- Division of BioMedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, Rm H4360, 300 Prince Philip Drive, St. John's, NL, A1B 3V6, Canada
| | - Hannah Kenny
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Matthew B Downer
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Jason McCarthy
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada
| | - Craig S Moore
- Division of BioMedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, Rm H4360, 300 Prince Philip Drive, St. John's, NL, A1B 3V6, Canada
| | - Michelle Ploughman
- Recovery & Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, Rm 400, L.A. Miller Centre, 100 Forest Road, St. John's, NL, A1A 1E5, Canada.
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Wang Z, Chien JH, Siu KC. Stepping over multiple obstacles changes the pattern of foot integrated pressure of the leading and trailing legs. J Biomech 2020; 98:109423. [PMID: 31653507 DOI: 10.1016/j.jbiomech.2019.109423] [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: 01/21/2019] [Revised: 10/02/2019] [Accepted: 10/13/2019] [Indexed: 10/25/2022]
Abstract
An efficient obstacle avoidance strategy when stepping over a single obstacle was reported in the literature - the total impulse of the leading and of the trailing legs are equal even though the kinematics parameters of two legs are different. However, does this efficient obstacle avoidance strategy exist when stepping over multiple obstacles? The study attempted to answer this question. Nineteen healthy young adults (25.84 ± 3.35 years) were recruited and performed multiple obstacle crossings when intervals between two obstacles were one-step, two-step, and three-step away, respectively. The dependent variables were foot integrated pressure (FIP) and other kinematic parameters - horizontal distance (HD, a heel-contact-to-obstacle distance of the leading leg/toe-off-to-obstacle distance of the trailing leg) and vertical distance (VD, toe clearance of both legs). A significant interaction among the effect of different legs, different intervals, and different obstacles on FIP, and kinematic parameters of HD and VD was found (p < 0.0001, p = 0.001, p < 0.001). Also, when the obstacle intervals were two-step and three-step away, the FIPs of the leading leg were significantly greater when stepping over the second obstacle than when stepping over the first one (p < 0.05, p < 0.01, respectively). These significantly greater FIPs might be attributed to the shorter HD (p < 0.001, p < 0.001) of the trailing leg, and the longer HD (p < 0.001, p < 0.001) of the leading leg. These results suggested that there is an inefficient obstacle avoidance pattern when stepping over the second obstacle.
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Affiliation(s)
- Zhuo Wang
- Division of Physical Therapy Education, College of Allied Health Professions, University of Nebraska Medical Center, United States
| | - Jung Hung Chien
- Division of Physical Therapy Education, College of Allied Health Professions, University of Nebraska Medical Center, United States.
| | - Ka-Chun Siu
- Division of Physical Therapy Education, College of Allied Health Professions, University of Nebraska Medical Center, United States
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Flores MB, Manella KJ, Ardolino EM. Relationship between Movement Quality, Functional Ambulation Status, and Spatiotemporal Gait Parameters in Children with Myelomeningocele. Phys Occup Ther Pediatr 2020; 40:697-709. [PMID: 32138581 DOI: 10.1080/01942638.2020.1736233] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
AIMS We investigated relationships among the Pediatric Neuromuscular Recovery Scale (Peds NRS), modified Hoffer Scale, and spatiotemporal gait parameters in children with myelomeningocele (MMC). METHODS 21 children with MMC, age 5.3 years (SD = 2.6), were assessed by three clinicians using the Peds NRS and modified Hoffer Scale. In eight children, gait parameters were also measured. RESULTS The Peds NRS summary score demonstrated good correlation with modified Hoffer Scale score (r = -0.64, p = 0.002) that accounted for 41% of variation in summary score. Six Peds NRS seated/standing items exhibited good relationships with modified Hoffer Scale (r = -0.51 to -0.70, p ≤ 0.023), and the sit-to-stand item demonstrated an excellent relationship (r = -0.85, p < 0.001). Sit-to-stand and three standing/walking items exhibited excellent associations with cadence (Rs = 0.81 to 0.88, p ≤ 0.014), and swing and stance time (both Rs = -0.83 to -0.90, p ≤ 0.01). Two Peds NRS standing items and modified Hoffer Scale score demonstrated good correlations with velocity (Rs = 0.71, p = 0.047; Rs = -0.73, p = 0.04, respectively). CONCLUSIONS Our findings suggest that children with MMC who exhibit greater movement quality and trunk control are likely to be functional ambulators with more optimal spatiotemporal gait parameters.
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Affiliation(s)
- Megan B Flores
- Doctor of Physical Therapy Program, University of St. Augustine for Health Sciences, Austin, Texas, USA
| | - Kathleen J Manella
- Doctor of Physical Therapy Program, University of St. Augustine for Health Sciences, Austin, Texas, USA
| | - Elizabeth M Ardolino
- Doctor of Physical Therapy Program, University of St. Augustine for Health Sciences, Austin, Texas, USA
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Pieruccini‐Faria F, Sarquis‐Adamson Y, Anton‐Rodrigo I, Noguerón‐García A, Bray NW, Camicioli R, Muir‐Hunter SW, Speechley M, McIlroy B, Montero‐Odasso M. Mapping Associations Between Gait Decline and Fall Risk in Mild Cognitive Impairment. J Am Geriatr Soc 2019; 68:576-584. [DOI: 10.1111/jgs.16265] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 10/15/2019] [Accepted: 10/17/2019] [Indexed: 01/08/2023]
Affiliation(s)
- Frederico Pieruccini‐Faria
- Gait and Brain LaboratoryParkwood Institute and Lawson Health Research InstituteUniversity of Western Ontario London Ontario Canada
- Division of Geriatric Medicine, Department of Medicine, Schulich School of Medicine and DentistryUniversity of Western Ontario London Ontario Canada
| | - Yanina Sarquis‐Adamson
- Gait and Brain LaboratoryParkwood Institute and Lawson Health Research InstituteUniversity of Western Ontario London Ontario Canada
| | - Ivan Anton‐Rodrigo
- Department of Geriatric MedicineMatia Fundazioa, Hospital Ricardo Bermingham San Sebastian Spain
| | | | - Nick W. Bray
- Gait and Brain LaboratoryParkwood Institute and Lawson Health Research InstituteUniversity of Western Ontario London Ontario Canada
- Faculty of Health SciencesSchool of Kinesiology, University of Western Ontario London Ontario, Canada
| | - Richard Camicioli
- Faculty of Health Sciences, School of Physical TherapyUniversity of Western Ontario London Ontario Canada
| | - Susan W. Muir‐Hunter
- Faculty of Health Sciences, School of Physical TherapyUniversity of Western Ontario London Ontario Canada
| | - Mark Speechley
- Department of Epidemiology and BiostatisticsUniversity of Western Ontario London Ontario Canada
| | - Bill McIlroy
- Department of KinesiologyUniversity of Waterloo Waterloo Ontario Canada
| | - Manuel Montero‐Odasso
- Gait and Brain LaboratoryParkwood Institute and Lawson Health Research InstituteUniversity of Western Ontario London Ontario Canada
- Division of Geriatric Medicine, Department of Medicine, Schulich School of Medicine and DentistryUniversity of Western Ontario London Ontario Canada
- Faculty of Health SciencesSchool of Kinesiology, University of Western Ontario London Ontario, Canada
- Division of Neurology, Department of MedicineUniversity of Alberta Edmonton Alberta Canada
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The effect of mental tracking task on spatiotemporal gait parameters in healthy younger and middle- and older aged participants during dual tasking. Exp Brain Res 2019; 237:3123-3132. [DOI: 10.1007/s00221-019-05659-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 09/21/2019] [Indexed: 11/26/2022]
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