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Hutin E, Poirier T, Meimoun M, Mardale V, Ghédira M. Model-based cueing-as-needed for walking in Parkinson's disease: A randomized cross-over study. Rev Neurol (Paris) 2024:S0035-3787(24)00532-0. [PMID: 38834484 DOI: 10.1016/j.neurol.2024.05.003] [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: 10/20/2023] [Revised: 03/29/2024] [Accepted: 05/03/2024] [Indexed: 06/06/2024]
Abstract
BACKGROUND Correcting of the lack of regularity in steps is a key component of gait rehabilitation in Parkinson's disease. We proposed to introduce adaptive spatial auditory cueing (ASAC) based on verbal instruction "lengthen the step" automatically delivered when the stride length decreased below a predetermined threshold. OBJECTIVES The present study compared the effect of usual rhythmic auditory cueing versus ASAC used during a walking training in Parkinson's disease. METHODS Fifteen patients with Parkinson's disease performed both interventions in randomized order, one week apart: a 20-minute walking training with rhythmic auditory cueing, in form of a metronome adjusted on 110% of the patient's own cadence, or ASAC delivered when the stride length is less than 110% of the patient's own stride length. Assessment criteria were walking distance covered during the intervention, speed, step length, cadence, coefficients of variation of step length and step duration, and indexes of spatial and temporal asymmetry during a walking test before and just after the intervention. RESULTS The walking distance is higher with ASAC compared with rhythmic auditory cueing (rhythmic auditory cueing, 905 (203) m, mean (standard deviation); ASAC, 1043 (212) m; P=0.002). Between-intervention comparison showed some similar effects on walking after the intervention including free speed and step length increases (P<0.05). CONCLUSION The distance covered during 20-minute walking with ASAC increases by 15% compared to the use of classical rhythmic auditory cueing, while the immediate therapeutic effects show similar spatial-temporal benefits on short-distance walking. Auditory biofeedback cueing promoting the increase in step length might improve gait relearning in Parkinson's disease.
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Affiliation(s)
- E Hutin
- Laboratoire Analyse et Restauration du Mouvement (ARM), Service de Rééducation Neurolocomotrice, Hôpitaux Universitaires Henri-Mondor, AP-HP, 1, rue Gustave-Eiffel, 94010 Créteil cedex, France.
| | - T Poirier
- Institut de Formation en Masso-Kinésithérapie Saint-Michel, 68, rue du Commerce, 75015 Paris, France
| | - M Meimoun
- Laboratoire Analyse et Restauration du Mouvement (ARM), Service de Rééducation Neurolocomotrice, Hôpitaux Universitaires Henri-Mondor, AP-HP, 1, rue Gustave-Eiffel, 94010 Créteil cedex, France
| | - V Mardale
- Laboratoire Analyse et Restauration du Mouvement (ARM), Service de Rééducation Neurolocomotrice, Hôpitaux Universitaires Henri-Mondor, AP-HP, 1, rue Gustave-Eiffel, 94010 Créteil cedex, France; Service de Médecine Physique et de Réadaptation, Hôpital Dupuytren, AP-HP, 1, avenue Eugène-Delacroix, 91210 Draveil, France
| | - M Ghédira
- Laboratoire Analyse et Restauration du Mouvement (ARM), Service de Rééducation Neurolocomotrice, Hôpitaux Universitaires Henri-Mondor, AP-HP, 1, rue Gustave-Eiffel, 94010 Créteil cedex, France
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Evans NH, Field-Fote EC. Brief High-Velocity Motor Skill Training Increases Step Frequency and Improves Length/Frequency Coordination in Slow Walkers With Chronic Motor-Incomplete Spinal Cord Injury. Arch Phys Med Rehabil 2024:S0003-9993(24)00839-6. [PMID: 38437897 DOI: 10.1016/j.apmr.2024.02.725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 01/05/2024] [Accepted: 02/14/2024] [Indexed: 03/06/2024]
Abstract
OBJECTIVE To quantify spatiotemporal coordination during overground walking among persons with motor-incomplete spinal cord injury (PwMISCI) by calculating the step length (SL)/step frequency (SF) ratio (ie, the Walk Ratio [WR]) and to examine the effects of motor skill training (MST) on the relationship between changes in these parameters and walking speed (WS). DESIGN Between-day exploratory analysis. SETTING Research laboratory in a rehabilitation hospital PARTICIPANTS: PwMISCI (N=26). INTERVENTIONS 3-day high-velocity MST. MAIN OUTCOME MEASURES Overground WS, SL, SF, and WR measured during the 10-Meter Walk Test. RESULTS Among the full sample, MST was associated with increases in WS, SL, SF, and a decrease in the WR. Relative change in WS and SF was higher among slow (ΔWS=↑46%, ΔSF=↑28%) vs fast (ΔWS=↑16%, ΔSF=↑8%) walkers. Change in the WR differed between groups (slow: ΔWR=↓10%; fast: ΔWR=0%). Twenty-six percent of the variability observed in ΔWR among slow walkers could be explained by ΔSF, while ΔSL did not contribute to ΔWR. Among fast walkers, ΔSL accounted for more than twice the observed ΔWR (43%) compared to ΔSF (15%). CONCLUSIONS On the whole, WR values among PwMISCI are higher than previous reports in other neurologic populations; however, values among fast walkers were comparable to noninjured adults. Slow walkers demonstrated greater variability in the WR, with higher values associated with slower WS. Following MST, increases in WS coincided with a decrease in the WR among slow walkers, mediated primarily through an effect on SF. This finding may point to a specific mechanism by which MST facilitates improvements in WS among PwMISCI with greater mobility deficits.
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Affiliation(s)
| | - Edelle C Field-Fote
- Shepherd Center, Crawford Research Institute, Atlanta, GA; Georgia Institute of Technology, Program in Applied Physiology, Atlanta, GA; Emory University School of Medicine, Department of Rehabilitation Medicine, Atlanta, GA.
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Bailo G, Saibene FL, Bandini V, Arcuri P, Salvatore A, Meloni M, Castagna A, Navarro J, Lencioni T, Ferrarin M, Carpinella I. Characterization of Walking in Mild Parkinson's Disease: Reliability, Validity and Discriminant Ability of the Six-Minute Walk Test Instrumented with a Single Inertial Sensor. SENSORS (BASEL, SWITZERLAND) 2024; 24:662. [PMID: 38276354 PMCID: PMC10821195 DOI: 10.3390/s24020662] [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: 12/29/2023] [Revised: 01/15/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
Although the 6-Minute Walk Test (6MWT) is among the recommended clinical tools to assess gait impairments in individuals with Parkinson's disease (PD), its standard clinical outcome consists only of the distance walked in 6 min. Integrating a single Inertial Measurement Unit (IMU) could provide additional quantitative and objective information about gait quality complementing standard clinical outcome. This study aims to evaluate the test-retest reliability, validity and discriminant ability of gait parameters obtained by a single IMU during the 6MWT in subjects with mild PD. Twenty-two people with mild PD and ten healthy persons performed the 6MWT wearing an IMU placed on the lower trunk. Features belonging to rhythm and pace, variability, regularity, jerkiness, intensity, dynamic instability and symmetry domains were computed. Test-retest reliability was evaluated through the Intraclass Correlation Coefficient (ICC), while concurrent validity was determined by Spearman's coefficient. Mann-Whitney U test and the Area Under the receiver operating characteristic Curve (AUC) were then applied to assess the discriminant ability of reliable and valid parameters. Results showed an overall high reliability (ICC ≥ 0.75) and multiple significant correlations with clinical scales in all domains. Several features exhibited significant alterations compared to healthy controls. Our findings suggested that the 6MWT instrumented with a single IMU can provide reliable and valid information about gait features in individuals with PD. This offers objective details about gait quality and the possibility of being integrated into clinical evaluations to better define walking rehabilitation strategies in a quick and easy way.
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Affiliation(s)
- Gaia Bailo
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Francesca Lea Saibene
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Virginia Bandini
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Pietro Arcuri
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Anna Salvatore
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Mario Meloni
- Neurology Unit, Azienda Ospedaliero-Universitaria, 09123 Cagliari, Italy;
| | - Anna Castagna
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Jorge Navarro
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Tiziana Lencioni
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Maurizio Ferrarin
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
| | - Ilaria Carpinella
- IRCCS Fondazione Don Carlo Gnocchi, 20148 Milan, Italy; (G.B.); (F.L.S.); (V.B.); (P.A.); (A.S.); (A.C.); (J.N.); (T.L.); (I.C.)
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Robertson-Dick EE, Timm EC, Pal G, Ouyang B, Liu Y, Berry-Kravis E, Hall DA, O’Keefe JA. Digital gait markers to potentially distinguish fragile X-associated tremor/ataxia syndrome, Parkinson's disease, and essential tremor. Front Neurol 2023; 14:1308698. [PMID: 38162443 PMCID: PMC10755476 DOI: 10.3389/fneur.2023.1308698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 11/22/2023] [Indexed: 01/03/2024] Open
Abstract
Background Fragile X-associated tremor/ataxia syndrome (FXTAS), a neurodegenerative disease that affects carriers of a 55-200 CGG repeat expansion in the fragile X messenger ribonucleoprotein 1 (FMR1) gene, may be given an incorrect initial diagnosis of Parkinson's disease (PD) or essential tremor (ET) due to overlapping motor symptoms. It is critical to characterize distinct phenotypes in FXTAS compared to PD and ET to improve diagnostic accuracy. Fast as possible (FP) speed and dual-task (DT) paradigms have the potential to distinguish differences in gait performance between the three movement disorders. Therefore, we sought to compare FXTAS, PD, and ET patients using quantitative measures of functional mobility and gait under self-selected (SS) speed, FP, and DT conditions. Methods Participants with FXTAS (n = 22), PD (n = 23), ET (n = 20), and controls (n = 20) underwent gait testing with an inertial sensor system (APDM™). An instrumented Timed Up and Go test (i-TUG) was used to measure movement transitions, and a 2-min walk test (2MWT) was used to measure gait and turn variables under SS, FP, and DT conditions, and dual-task costs (DTC) were calculated. ANOVA and multinomial logistic regression analyses were performed. Results PD participants had reduced stride lengths compared to FXTAS and ET participants under SS and DT conditions, longer turn duration than ET participants during the FP task, and less arm symmetry than ET participants in SS gait. They also had greater DTC for stride length and velocity compared to FXTAS participants. On the i-TUG, PD participants had reduced sit-to-stand peak velocity compared to FXTAS and ET participants. Stride length and arm symmetry index during the DT 2MWT was able to distinguish FXTAS and ET from PD, such that participants with shorter stride lengths were more likely to have a diagnosis of PD and those with greater arm asymmetry were more likely to be diagnosed with PD. No gait or i-TUG parameters distinguished FXTAS from ET participants in the regression model. Conclusion This is the first quantitative study demonstrating distinct gait and functional mobility profiles in FXTAS, PD, and ET which may assist in more accurate and timely diagnosis.
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Affiliation(s)
- Erin E. Robertson-Dick
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL, United States
| | - Emily C. Timm
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL, United States
| | - Gian Pal
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Bichun Ouyang
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Yuanqing Liu
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Elizabeth Berry-Kravis
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
- Department of Pediatrics, Rush University Medical Center, Chicago, IL, United States
- Department of Biochemistry, Rush University Medical Center, Chicago, IL, United States
| | - Deborah A. Hall
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Joan A. O’Keefe
- Department of Anatomy and Cell Biology, Rush University Medical Center, Chicago, IL, United States
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
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Heß T, Themann P, Oehlwein C, Milani TL. Does Impaired Plantar Cutaneous Vibration Perception Contribute to Axial Motor Symptoms in Parkinson's Disease? Effects of Medication and Subthalamic Nucleus Deep Brain Stimulation. Brain Sci 2023; 13:1681. [PMID: 38137129 PMCID: PMC10742284 DOI: 10.3390/brainsci13121681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 11/28/2023] [Accepted: 12/03/2023] [Indexed: 12/24/2023] Open
Abstract
OBJECTIVE To investigate whether impaired plantar cutaneous vibration perception contributes to axial motor symptoms in Parkinson's disease (PD) and whether anti-parkinsonian medication and subthalamic nucleus deep brain stimulation (STN-DBS) show different effects. METHODS Three groups were evaluated: PD patients in the medication "on" state (PD-MED), PD patients in the medication "on" state and additionally "on" STN-DBS (PD-MED-DBS), as well as healthy subjects (HS) as reference. Motor performance was analyzed using a pressure distribution platform. Plantar cutaneous vibration perception thresholds (VPT) were investigated using a customized vibration exciter at 30 Hz. RESULTS Motor performance of PD-MED and PD-MED-DBS was characterized by greater postural sway, smaller limits of stability ranges, and slower gait due to shorter strides, fewer steps per minute, and broader stride widths compared to HS. Comparing patient groups, PD-MED-DBS showed better overall motor performance than PD-MED, particularly for the functional limits of stability and gait. VPTs were significantly higher for PD-MED compared to those of HS, which suggests impaired plantar cutaneous vibration perception in PD. However, PD-MED-DBS showed less impaired cutaneous vibration perception than PD-MED. CONCLUSIONS PD patients suffer from poor motor performance compared to healthy subjects. Anti-parkinsonian medication in tandem with STN-DBS seems to be superior for normalizing axial motor symptoms compared to medication alone. Plantar cutaneous vibration perception is impaired in PD patients, whereas anti-parkinsonian medication together with STN-DBS is superior for normalizing tactile cutaneous perception compared to medication alone. Consequently, based on our results and the findings of the literature, impaired plantar cutaneous vibration perception might contribute to axial motor symptoms in PD.
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Affiliation(s)
- Tobias Heß
- Department of Human Locomotion, Chemnitz University of Technology, 09126 Chemnitz, Germany
| | - Peter Themann
- Department of Neurology and Parkinson, Clinic at Tharandter Forest, 09633 Halsbruecke, Germany
| | - Christian Oehlwein
- Neurological Outpatient Clinic for Parkinson Disease and Deep Brain Stimulation, 07551 Gera, Germany
| | - Thomas L. Milani
- Department of Human Locomotion, Chemnitz University of Technology, 09126 Chemnitz, Germany
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Martinez PA, Martinez VE, Rani S, Murrell M, Javors M, Gelfond J, Doorn JA, Fernandez E, Strong R. Impaired aldehyde detoxification exacerbates motor deficits in an alpha-synuclein mouse model of Parkinson's disease. Brain Behav 2023; 13:e3150. [PMID: 37452461 PMCID: PMC10498093 DOI: 10.1002/brb3.3150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 06/07/2023] [Indexed: 07/18/2023] Open
Abstract
INTRODUCTION The discovery of biogenic aldehydes in the postmortem parkinsonian brain and the ability of these aldehydes to modify and cross-link proteins has called attention to their possible role in Parkinson's disease. For example, many in vitro studies have found that the aldehyde metabolite of dopamine, 3,4-dihydroxyphenylacetaldehyde (DOPAL), induces the formation of stable, neurotoxic alpha-synuclein oligomers. METHODS To study this in vivo, mice deficient in the two aldehyde dehydrogenase enzymes (Aldh1a1 and Aldh2, DKO) primarily responsible for detoxification of DOPAL in the nigrostriatal pathway were crossed with mice that overexpress human wild-type alpha-synuclein. DKO overexpressing human wild-type alpha-synuclein (DKO/ASO) offspring were evaluated for impairment on motor tasks associated with Parkinsonism. RESULTS DKO/ASO mice developed severe motor deficits greater than that of mice overexpressing human wild-type alpha-synuclein alone. CONCLUSION These results provide evidence to support the idea that biogenic aldehydes such as DOPAL interact with human wild-type alpha-synuclein, directly or indirectly, in vivo to exacerbate locomotor deficits in Parkinson's disease.
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Affiliation(s)
- Paul Anthony Martinez
- Department of PharmacologyUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Barshop Institute for Longevity and Aging StudiesUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Center for Biomedical NeuroscienceUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Vanessa Elia Martinez
- Barshop Institute for Longevity and Aging StudiesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Sheela Rani
- Department of PharmacologyUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Barshop Institute for Longevity and Aging StudiesUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Meredith Murrell
- Department of PsychiatryUniversity of Texas Health Science Center at San AntonioSan AntonioTexasUSA
| | - Martin Javors
- Department of PharmacologyUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Department of PsychiatryUniversity of Texas Health Science Center at San AntonioSan AntonioTexasUSA
| | - Jonathan Gelfond
- Department of MedicineUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Department of Epidemiology & BiostatisticsUniversity of Texas Health Science CenterSan AntonioTexasUSA
| | - Jonathan Alan Doorn
- Department of Pharmaceutical Sciences and Experimental Therapeutics, College of PharmacyThe University of IowaIowa CityIowaUSA
| | - Elizabeth Fernandez
- Department of PharmacologyUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Barshop Institute for Longevity and Aging StudiesUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Geriatric Research, Education, and Clinical CenterSouth Texas Veterans Health. Care NetworkSan AntonioTexasUSA
| | - Randy Strong
- Department of PharmacologyUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Barshop Institute for Longevity and Aging StudiesUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Center for Biomedical NeuroscienceUniversity of Texas Health Science CenterSan AntonioTexasUSA
- Geriatric Research, Education, and Clinical CenterSouth Texas Veterans Health. Care NetworkSan AntonioTexasUSA
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Homes R, Clark D, Moridzadeh S, Tosovic D, Van den Hoorn W, Tucker K, Midwinter M. Comparison of a Wearable Accelerometer/Gyroscopic, Portable Gait Analysis System (LEGSYS+ TM) to the Laboratory Standard of Static Motion Capture Camera Analysis. SENSORS (BASEL, SWITZERLAND) 2023; 23:537. [PMID: 36617135 PMCID: PMC9824443 DOI: 10.3390/s23010537] [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: 11/23/2022] [Revised: 12/16/2022] [Accepted: 12/21/2022] [Indexed: 06/17/2023]
Abstract
Examination of gait patterns has been used to determine severity, intervention triage and prognostic measures for many health conditions. Methods that generate detailed gait data for clinical use are typically logistically constrained to a formal gait laboratory setting. This has led to an interest in portable analysis systems for near clinical or community-based assessments. The following study assessed with the wearable accelerometer/gyroscopic, gait analysis system (LEGSYS+TM) and the standard of static motion capture camera (MOCAP) analysis during a treadmill walk at three different walking speeds in healthy participants (n = 15). To compare each speed, 20 strides were selected from the MOCAP data and compared with the LEGSYS+ strides at the same time point. Both scatter and bland-Altman plots with accompanying linear regression analysis for each of the parameters. Each stride parameter showed minimal or a consistent difference between the LEGSYS+ and MOCAP, with the phase parameters showing inconsistencies between the systems. Overall, LEGSYS+ stride parameters can be used in the clinical setting, with the utility of phase parameters needing to be taken with caution.
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Affiliation(s)
- Ryan Homes
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
| | - Devon Clark
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
| | - Sina Moridzadeh
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
| | - Danijel Tosovic
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
| | - Wolbert Van den Hoorn
- School of Health and Rehabilitation Sciences, The University of Queensland, Brisbane, QLD 4072, Australia
- ARC ITTC Joint Biomechanics, Queensland Unit for Advanced Shoulder Research, Movement Neuroscience Group, Injury Prevention Group, Exercise & Movement Science, School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, QLD 4067, Australia
| | - Kylie Tucker
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
| | - Mark Midwinter
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD 4067, Australia
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von der Recke F, Warmerdam E, Hansen C, Romijnders R, Maetzler W. Reduced Range of Gait Speed: A Parkinson's Disease-Specific Symptom? JOURNAL OF PARKINSON'S DISEASE 2023; 13:197-202. [PMID: 36872788 PMCID: PMC10041422 DOI: 10.3233/jpd-223535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Abstract
Reduced range of gait speed (RGS) may lead to decreased environmental adaptability in persons with Parkinson's disease (PwPD). Therefore, lab-measured gait speed, step time, and step length during slow, preferred, and fast walking were assessed in 24 PwPD, 19 stroke patients, and 19 older adults and compared with 31 young adults. Only PwPD, but not the other groups, showed significantly reduced RGS compared to young adults, driven by step time in the low and step length in the high gait speed range. These results suggest that reduced RGS may occur as a PD-specific symptom, and different gait components seem to contribute.
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Affiliation(s)
| | - Elke Warmerdam
- Division of Surgery, Saarland University, Homburg, Germany
| | - Clint Hansen
- Department of Neurology, Kiel University, Kiel, Germany
| | - Robbin Romijnders
- Department of Neurology, Kiel University, Kiel, Germany
- Digital Signal Processing and System Theory, Institute of Electrical and Information Engineering, Kiel University, Kiel, Germany
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Haputhanthirige NKH, Sullivan K, Moyle G, Brauer S, Jeffrey ER, Kerr G. Effects of dance on gait and dual-task gait in Parkinson's disease. PLoS One 2023; 18:e0280635. [PMID: 36693038 PMCID: PMC9873168 DOI: 10.1371/journal.pone.0280635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 11/09/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Gait impairments in Parkinson's disease (PD) limit independence and quality of life. While dance-based interventions could improve gait, further studies are needed to determine if the benefits generalise to different terrains and when dual-tasking. The aim was to assess the effects of a dance intervention, based on the Dance for PD® (DfPD®) program, on gait under different dual-tasks (verbal fluency, serial subtraction) and surfaces (even, uneven), and to determine if a larger scale follow-up RCT is warranted. METHODS A dance group (DG; n = 17; age = 65.8 ± 11.7 years) and a control group (CG: n = 16; age = 67.0 ± 7.7 years) comprised of non-cognitively impaired (Addenbrooke's score: DG = 93.2 ± 3.6, CG = 92.6 ± 4.3) independently locomoting people with PD (Hoehn & Yahr I-III). The DG undertook a one-hour DfPD®-based class, twice weekly for 12 weeks. The CG had treatment as usual. The spatiotemporal variables of gait were assessed at baseline and post-intervention while walking on two surfaces (even, uneven) under three conditions: regular walking; dual-task: verbal-fluency (DTVERB), and serial-subtraction (DTSUBT). The data were analysed by means of a linear mixed model. RESULTS At baseline, there was no significant group difference for any spatiotemporal gait variable. The DG improved significantly compared to the CG with and without a dual task when walking on even surface. During regular walking, DG improved in gait velocity (p = 0.017), cadence (p = 0.039), step length (p = 0.040) and stride length (p = 0.041). During DTVERB significant improvements were noted in gait velocity (p = 0.035), cadence (p = 0.034) and step length (p = 0.039). The DG also exhibited significant improvement compared to the CG during DTSUBT in the measures of gait velocity (p = 0.012), cadence (p = 0.021), step length (p = 0.018), and stride length (p = 0.151). On the uneven surface, improvements were noted when walking while performing serial subtractions only. During regular walking, improvements were noted for the CG but not for the DG. CG has spent less time in double support following the intervention than DG. While DTVERB condition had no significant group differences for any gait parameter (p's >0.05), in the DTSUBT condition, the DG improved significantly compared to the controls on gait velocity (p = 0.048), cadence (p = 0.026), and step length (p = 0.051). CONCLUSIONS DfPD®-based classes produced clinically significant improvement in spatiotemporal gait parameters under dual-task conditions and on uneven surfaces. This could arise from improved movement confidence and coordination; emotional expression; cognitive skills (planning, multitasking), and; utilisation of external movement cues. A large-scale RCT of this program is warranted. TRIAL REGISTRATION A protocol for this study has been registered retrospectively at the Australian New Zealand Clinical Trials Registry. Identifier: ACTRN12618001834246.
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Affiliation(s)
- Nadeesha Kalyani Hewa Haputhanthirige
- Movement Neuroscience Group, Centre for Biomedical Technologies, Queensland University of Technology, Brisbane, Queensland, Australia
- Faculty of Health, School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
- Faculty of Medicine, Department of Allied Health Sciences, University of Colombo, Sri Lanka
- * E-mail: (NKHW); (GK)
| | - Karen Sullivan
- Faculty of Health, School of Psychology and Counselling, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Gene Moyle
- Faculty of Creative Industries, School of Creative Practice, Queensland University of Technology, Brisbane, Queensland, Australia
- Academic Division, Office of the Deputy Vice-Chancellor (Academic), Queensland University of Technology, Brisbane, Queensland, Australia
| | - Sandy Brauer
- Faculty of Health and Behavioural Sciences, School of Health and Rehabilitation Sciences, University of Queensland, Brisbane, Queensland, Australia
| | - Erica Rose Jeffrey
- Queensland Ballet, South Brisbane, Queensland, Australia
- Dance for Parkinson’s Australia, Brisbane, Queensland, Australia
| | - Graham Kerr
- Movement Neuroscience Group, Centre for Biomedical Technologies, Queensland University of Technology, Brisbane, Queensland, Australia
- Faculty of Health, School of Exercise and Nutrition Sciences, Queensland University of Technology, Brisbane, Queensland, Australia
- * E-mail: (NKHW); (GK)
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10
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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] [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,*Correspondence: Matthew D. Johnson
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11
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Chen R, Berardelli A, Bhattacharya A, Bologna M, Chen KHS, Fasano A, Helmich RC, Hutchison WD, Kamble N, Kühn AA, Macerollo A, Neumann WJ, Pal PK, Paparella G, Suppa A, Udupa K. Clinical neurophysiology of Parkinson's disease and parkinsonism. Clin Neurophysiol Pract 2022; 7:201-227. [PMID: 35899019 PMCID: PMC9309229 DOI: 10.1016/j.cnp.2022.06.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 06/11/2022] [Accepted: 06/22/2022] [Indexed: 01/01/2023] Open
Abstract
This review is part of the series on the clinical neurophysiology of movement disorders and focuses on Parkinson’s disease and parkinsonism. The pathophysiology of cardinal parkinsonian motor symptoms and myoclonus are reviewed. The recordings from microelectrode and deep brain stimulation electrodes are reported in detail.
This review is part of the series on the clinical neurophysiology of movement disorders. It focuses on Parkinson’s disease and parkinsonism. The topics covered include the pathophysiology of tremor, rigidity and bradykinesia, balance and gait disturbance and myoclonus in Parkinson’s disease. The use of electroencephalography, electromyography, long latency reflexes, cutaneous silent period, studies of cortical excitability with single and paired transcranial magnetic stimulation, studies of plasticity, intraoperative microelectrode recordings and recording of local field potentials from deep brain stimulation, and electrocorticography are also reviewed. In addition to advancing knowledge of pathophysiology, neurophysiological studies can be useful in refining the diagnosis, localization of surgical targets, and help to develop novel therapies for Parkinson’s disease.
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Affiliation(s)
- Robert Chen
- Krembil Research Institute, University Health Network, Toronto, Ontario, Canada.,Division of Neurology, Department of Medicine, University of Toronto, Ontario, Canada.,Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Alfredo Berardelli
- Department of Human Neurosciences, Sapienza University of Rome, Italy.,IRCCS Neuromed Pozzilli (IS), Italy
| | - Amitabh Bhattacharya
- Department of Neurology, National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India
| | - Matteo Bologna
- Department of Human Neurosciences, Sapienza University of Rome, Italy.,IRCCS Neuromed Pozzilli (IS), Italy
| | - Kai-Hsiang Stanley Chen
- Department of Neurology, National Taiwan University Hospital Hsinchu Branch, Hsinchu, Taiwan
| | - Alfonso Fasano
- Krembil Research Institute, University Health Network, Toronto, Ontario, Canada.,Division of Neurology, Department of Medicine, University of Toronto, Ontario, Canada.,Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Rick C Helmich
- Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behaviour, Department of Neurology and Centre of Expertise for Parkinson & Movement Disorders, Nijmegen, the Netherlands
| | - William D Hutchison
- Krembil Research Institute, University Health Network, Toronto, Ontario, Canada.,Departments of Surgery and Physiology, University of Toronto, Toronto, Ontario, Canada
| | - Nitish Kamble
- Department of Neurology, National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India
| | - Andrea A Kühn
- Department of Neurology, Movement Disorder and Neuromodulation Unit, Charité - Universitätsmedizin Berlin, Germany
| | - Antonella Macerollo
- Institute of Systems, Molecular and Integrative Biology, University of Liverpool, United Kingdom.,The Walton Centre NHS Foundation Trust for Neurology and Neurosurgery, Liverpool, United Kingdom
| | - Wolf-Julian Neumann
- Department of Neurology, Movement Disorder and Neuromodulation Unit, Charité - Universitätsmedizin Berlin, Germany
| | - Pramod Kumar Pal
- Department of Neurology, National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India
| | | | - Antonio Suppa
- Department of Human Neurosciences, Sapienza University of Rome, Italy.,IRCCS Neuromed Pozzilli (IS), Italy
| | - Kaviraja Udupa
- Department of Neurophysiology National Institute of Mental Health & Neurosciences (NIMHANS), Bangalore, India
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12
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Wu M, Qiu Y, Ueda J, Ting LH. A Versatile Emulator for Haptic Communication to Alter Human Gait Parameters. IEEE Robot Autom Lett 2022. [DOI: 10.1109/lra.2022.3182109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Mengnan Wu
- W. H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Yingxin Qiu
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Jun Ueda
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
| | - Lena H. Ting
- W. H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
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13
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Ogata T, Hashiguchi H, Hori K, Hirobe Y, Ono Y, Sawada H, Inaba A, Orimo S, Miyake Y. Foot Trajectory Features in Gait of Parkinson’s Disease Patients. Front Physiol 2022; 13:726677. [PMID: 35600314 PMCID: PMC9114796 DOI: 10.3389/fphys.2022.726677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 04/05/2022] [Indexed: 11/23/2022] Open
Abstract
Parkinson’s disease (PD) is a progressive neurological disorder characterized by movement disorders, such as gait instability. This study investigated whether certain spatial features of foot trajectory are characteristic of patients with PD. The foot trajectory of patients with mild and advanced PD in on-state and healthy older and young individuals was estimated from acceleration and angular velocity measured by inertial measurement units placed on the subject’s shanks, just above the ankles. We selected six spatial variables in the foot trajectory: forward and vertical displacements from heel strike to toe-off, maximum clearance, and change in supporting leg (F1 to F3 and V1 to V3, respectively). Healthy young individuals had the greatest F2 and F3 values, followed by healthy older individuals, and then mild PD patients. Conversely, the vertical displacements of mild PD patients were larger than the healthy older individuals. Still, those of healthy older individuals were smaller than the healthy young individuals except for V3. All six displacements of the advanced PD patients were smaller than the mild PD patients. To investigate features in foot trajectories in detail, a principal components analysis and soft-margin kernel support vector machine was used in machine learning. The accuracy in distinguishing between mild PD patients and healthy older individuals and between mild and advanced PD patients was 96.3 and 84.2%, respectively. The vertical and forward displacements in the foot trajectory was the main contributor. These results reveal that large vertical displacements and small forward ones characterize mild and advanced PD patients, respectively.
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Affiliation(s)
- Taiki Ogata
- Department of Computer Science, Tokyo Institute of Technology, Yokohama, Japan
- *Correspondence: Taiki Ogata,
| | - Hironori Hashiguchi
- Department of Computational Intelligence and System Science, Tokyo Institute of Technology, Yokohama, Japan
| | - Koyu Hori
- Department of Computational Intelligence and System Science, Tokyo Institute of Technology, Yokohama, Japan
| | - Yuki Hirobe
- Department of Computer Science, Tokyo Institute of Technology, Yokohama, Japan
| | - Yumi Ono
- Department of Computer Science, Tokyo Institute of Technology, Yokohama, Japan
| | - Hiroyuki Sawada
- Department of Neurology, Kanto Central Hospital, Tokyo, Japan
| | - Akira Inaba
- Department of Neurology, Kanto Central Hospital, Tokyo, Japan
| | - Satoshi Orimo
- Department of Neurology, Kanto Central Hospital, Tokyo, Japan
| | - Yoshihiro Miyake
- Department of Computer Science, Tokyo Institute of Technology, Yokohama, Japan
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14
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Selvarajah A, Gorodetsky C, Marques P, Ali QZ, Berg AT, Fasano A, Andrade DM. Progressive Worsening of Gait and Motor Abnormalities in Older Adults With Dravet Syndrome. Neurology 2022; 98:e2204-e2210. [PMID: 35418450 PMCID: PMC9162168 DOI: 10.1212/wnl.0000000000200341] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 02/21/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Relative to the pediatric population, there is very limited information about Dravet Syndrome (DS) in adults. In addition to some of the gait abnormalities reported in children with DS (such as crouch gait and ataxia), adults with this condition have other gait and motor disturbances. Our primary objective was to examine gait and motor manifestations in older adults with DS. METHODS This study has a prospective arm where 6 patients (mean age 32-years-old) were examined through a modified version of the Unified Parkinson's Disease Rating Scale (mUPDRS) in 2014 and again in 2019. mUPDRS scores were assigned to gait, resting tremors, facial expression, arising from a chair, posture, and body bradykinesia. The cross-sectional arm includes mUPDRS testing in patients that were not evaluated in 2014, and an instrumental gait analysis (IGA). These cross-sectional tests were done in the 2019-2020 period. The IGA was performed using the ProtoKinetics software with a gait mat built with sensors and two cameras capturing the sagittal and coronal planes. The IGA was performed in a group of 17 patients with DS (mean age: 31-years-old), the control group consisted of 81 healthy individuals, whose mean age was 62-years-old. Regression analyses were performed for the IGA and mUPDRS data. RESULTS Five out of six participants evaluated prospectively over 5 years experienced worsening of their parkinsonian manifestations, including gait. Two patients (47 and 51 years old) who were initially ambulatory, could no longer walk 5 years later. The cross-sectional analysis of mUPDRS in a larger group of adults showed that worse scores for arising from a chair (p= 0.04), body bradykinesia (p= 0.01), and gait (p= 0.0003) were positively associated with age. The IGA cross-sectional arm revealed that all 17 adults with DS had abnormal gait parameters in all domains tested. This group of patients performed worse than the healthy and older control group. DISCUSSION Although seizures may decrease in older adults with DS, this prospective and cross-sectional study showed that their motor symptoms and gait become progressively worse as they age.
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Affiliation(s)
- Arunan Selvarajah
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Adult Epilepsy Genetics Program, Department of Neurology, Krembil Research Institute, Toronto Western Hospital, Toronto, Canada
| | - Carolina Gorodetsky
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Toronto, Ontario, Canada.,Krembil Brain Institute, University Health Network, Toronto, ON, Canada.,Pediatric Neurology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Paula Marques
- Adult Epilepsy Genetics Program, Department of Neurology, Krembil Research Institute, Toronto Western Hospital, Toronto, Canada.,Division of Neurology, Department of Medicine, University of Toronto, ON, Canada
| | - Quratulain Zulfiqar Ali
- Adult Epilepsy Genetics Program, Department of Neurology, Krembil Research Institute, Toronto Western Hospital, Toronto, Canada
| | - Anne T Berg
- Division of Neurology, Epilepsy Center, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA.,Department of Pediatrics, Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
| | - Alfonso Fasano
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital, UHN, Toronto, Ontario, Canada.,Krembil Brain Institute, University Health Network, Toronto, ON, Canada.,Division of Neurology, Department of Medicine, University of Toronto, ON, Canada
| | - Danielle M Andrade
- Institute of Medical Science, Faculty of Medicine, University of Toronto, Toronto, ON, Canada .,Adult Epilepsy Genetics Program, Department of Neurology, Krembil Research Institute, Toronto Western Hospital, Toronto, Canada.,Krembil Brain Institute, University Health Network, Toronto, ON, Canada.,Division of Neurology, Department of Medicine, University of Toronto, ON, Canada
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15
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Ossmy O, Mansano L, Frenkel-Toledo S, Kagan E, Koren S, Gilron R, Reznik D, Soroker N, Mukamel R. Motor learning in hemi-Parkinson using VR-manipulated sensory feedback. Disabil Rehabil Assist Technol 2022; 17:349-361. [PMID: 32657187 DOI: 10.1080/17483107.2020.1785561] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 05/07/2020] [Accepted: 06/17/2020] [Indexed: 01/10/2023]
Abstract
AIMS Modalities for rehabilitation of the neurologically affected upper-limb (UL) are generally of limited benefit. The majority of patients seriously affected by UL paresis remain with severe motor disability, despite all rehabilitation efforts. Consequently, extensive clinical research is dedicated to develop novel strategies aimed to improve the functional outcome of the affected UL. We have developed a novel virtual-reality training tool that exploits the voluntary control of one hand and provides real-time movement-based manipulated sensory feedback as if the other hand is the one that moves. The aim of this study was to expand our previous results, obtained in healthy subjects, to examine the utility of this training setup in the context of neuro-rehabilitation. METHODS We tested the training setup in patient LA, a young man with significant unilateral UL dysfunction stemming from hemi-parkinsonism. LA underwent daily intervention in which he intensively trained the non-affected upper limb, while receiving online sensory feedback that created an illusory perception of control over the affected limb. Neural changes were assessed using functional magnetic resonance imaging (fMRI) scans before and after training. RESULTS Training-induced behavioral gains were accompanied by enhanced activation in the pre-frontal cortex and a widespread increase in resting-state functional connectivity. DISCUSSION Our combination of cutting edge technologies, insights gained from basic motor neuroscience in healthy subjects and well-known clinical treatments, hold promise for the pursuit of finding novel and more efficient rehabilitation schemes for patients suffering from hemiplegia.Implications for rehabilitationAssistive devices used in hospitals to support patients with hemiparesis require expensive equipment and trained personnel - constraining the amount of training that a given patient can receive. The setup we describe is simple and can be easily used at home with the assistance of an untrained caregiver/family member. Once installed at the patient's home, the setup is lightweight, mobile, and can be used with minimal maintenance . Building on advances in machine learning, our software can be adapted to personal use at homes. Our findings can be translated into practice with relatively few adjustments, and our experimental design may be used as an important adjuvant to standard clinical care for upper limb hemiparesis.
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Affiliation(s)
- Ori Ossmy
- Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel
- School of Psychological Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Lihi Mansano
- Department of Neurological Rehabilitation, Loewenstein Hospital, Ra'anana, Israel
| | - Silvi Frenkel-Toledo
- Department of Physiotherapy, Faculty of Health Sciences, Ariel University, Ariel, Israel
| | - Evgeny Kagan
- Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel
| | - Shiri Koren
- School of Psychological Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Roee Gilron
- Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel
- School of Psychological Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Daniel Reznik
- Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel
- School of Psychological Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Nachum Soroker
- Department of Neurological Rehabilitation, Loewenstein Hospital, Ra'anana, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Roy Mukamel
- Sagol School of Neuroscience, Tel-Aviv University, Tel-Aviv, Israel
- School of Psychological Sciences, Tel-Aviv University, Tel-Aviv, Israel
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16
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Arippa F, Leban B, Monticone M, Cossu G, Casula C, Pau M. A Study on Lower Limb Asymmetries in Parkinson’s Disease during Gait Assessed through Kinematic-Derived Parameters. Bioengineering (Basel) 2022; 9:bioengineering9030120. [PMID: 35324809 PMCID: PMC8945156 DOI: 10.3390/bioengineering9030120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 03/11/2022] [Accepted: 03/14/2022] [Indexed: 11/29/2022] Open
Abstract
Unilaterality of motor symptoms is a distinctive feature of Parkinson’s Disease (PD) and represents an important co-factor involved in motor deficits and limitations of functional abilities including postural instability and asymmetrical gait. In recent times, an increasing number of studies focused on the characterization of such alterations, which have been associated with increased metabolic cost and risk of falls and may severely compromise their quality of life. Although a large number of studies investigated the gait alterations in people with PD (pwPD), few focused on kinematic parameters and even less investigated interlimb asymmetry under a kinematic point of view. This retrospective study aimed to characterize such aspects in a cohort of 61 pwPD (aged 68.9 ± 9.3 years) and 47 unaffected individuals age- and sex-matched (66.0 ± 8.3 years), by means of computerized 3D gait analysis performed using an optical motion-capture system. The angular trends at hip, knee and ankle joints of pwPD during the gait cycle were extracted and compared with those of unaffected individuals on a point-by-point basis. Interlimb asymmetry was assessed using angle–angle diagrams (cyclograms); in particular, we analyzed area, orientation, trend symmetry and range offset. The results showed that pwPD are characterized by a modified gait pattern particularly at the terminal stance/early swing phase of the gait cycle. Significant alterations of interlimb coordination were detected at the ankle joint (cyclogram orientation and trend symmetry) and at the hip joint (range offset). Such findings might be useful in clinical routine to characterize asymmetry during gait and thus support physicians in the early diagnosis and in the evaluation of the disease progression.
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Affiliation(s)
- Federico Arippa
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, 09123 Cagliari, Italy; (F.A.); (B.L.)
- Neurorehabilitation Unit, Department of Neuroscience and Rehabilitation, ARNAS “G. Brotzu”, 09134 Cagliari, Italy;
| | - Bruno Leban
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, 09123 Cagliari, Italy; (F.A.); (B.L.)
| | - Marco Monticone
- Neurorehabilitation Unit, Department of Neuroscience and Rehabilitation, ARNAS “G. Brotzu”, 09134 Cagliari, Italy;
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Monserrato, Italy
| | - Giovanni Cossu
- Neurophysiology and Movement Disorders Unit, Department of Neurology, ARNAS “G. Brotzu”, 09134 Cagliari, Italy;
| | - Carlo Casula
- Physical Medicine and Rehabilitation Unit, ARNAS “G. Brotzu”, 09134 Cagliari, Italy;
| | - Massimiliano Pau
- Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, 09123 Cagliari, Italy; (F.A.); (B.L.)
- Correspondence:
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17
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Godi M, Arcolin I, Giardini M, Corna S, Schieppati M. A pathophysiological model of gait captures the details of the impairment of pace/rhythm, variability and asymmetry in Parkinsonian patients at distinct stages of the disease. Sci Rep 2021; 11:21143. [PMID: 34707168 PMCID: PMC8551236 DOI: 10.1038/s41598-021-00543-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 10/05/2021] [Indexed: 01/15/2023] Open
Abstract
Locomotion in people with Parkinson' disease (pwPD) worsens with the progression of disease, affecting independence and quality of life. At present, clinical practice guidelines recommend a basic evaluation of gait, even though the variables (gait speed, cadence, step length) may not be satisfactory for assessing the evolution of locomotion over the course of the disease. Collecting variables into factors of a conceptual model enhances the clinical assessment of disease severity. Our aim is to evaluate if factors highlight gait differences between pwPD and healthy subjects (HS) and do it at earlier stages of disease compared to single variables. Gait characteristics of 298 pwPD and 84 HS able to walk without assistance were assessed using a baropodometric walkway (GAITRite®). According to the structure of a model previously validated in pwPD, eight spatiotemporal variables were grouped in three factors: pace/rhythm, variability and asymmetry. The model, created from the combination of three factor scores, proved to outperform the single variables or the factors in discriminating pwPD from HS. When considering the pwPD split into the different Hoehn and Yahr (H&Y) stages, the spatiotemporal variables, factor scores and the model showed that multiple impairments of gait appear at H&Y stage 2.5, with the greatest difference from HS at stage 4. A contrasting behavior was found for the asymmetry variables and factor, which showed differences from the HS already in the early stages of PD. Our findings support the use of factor scores and of the model with respect to the single variables in gait staging in PD.
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Affiliation(s)
- Marco Godi
- Division of Physical Medicine and Rehabilitation, Scientific Institute of Veruno, Istituti Clinici Scientifici Maugeri IRCCS, 28010, Gattico-Veruno, NO, Italy
| | - Ilaria Arcolin
- Division of Physical Medicine and Rehabilitation, Scientific Institute of Veruno, Istituti Clinici Scientifici Maugeri IRCCS, 28010, Gattico-Veruno, NO, Italy.
| | - Marica Giardini
- Division of Physical Medicine and Rehabilitation, Scientific Institute of Veruno, Istituti Clinici Scientifici Maugeri IRCCS, 28010, Gattico-Veruno, NO, Italy
| | - Stefano Corna
- Division of Physical Medicine and Rehabilitation, Scientific Institute of Veruno, Istituti Clinici Scientifici Maugeri IRCCS, 28010, Gattico-Veruno, NO, Italy
| | - Marco Schieppati
- Scientific Institute of Pavia, Istituti Clinici Scientifici Maugeri IRCCS, 27100, Pavia, Italy
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18
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Morris ME, Slade SC, Wittwer JE, Blackberry I, Haines S, Hackney ME, McConvey VB. Online Dance Therapy for People With Parkinson's Disease: Feasibility and Impact on Consumer Engagement. Neurorehabil Neural Repair 2021; 35:1076-1087. [PMID: 34587834 DOI: 10.1177/15459683211046254] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
BACKGROUND Therapeutic dancing can be beneficial for people living with Parkinson's disease (PD), yet community-based classes can be difficult to access. OBJECTIVE To evaluate the feasibility and impact of online therapeutic dancing classes for people in the early to mid-stages of PD. METHODS Co-produced with people living with PD, physiotherapists, dance teachers and the local PD association, the 'ParkinDANCE' program was adapted to enable online delivery during the COVID-19 pandemic. Participants completed 8 one-hour sessions of online therapeutic dancing. Each person was assigned their own dance teacher and together they selected music for the classes. A mixed-methods design enabled analysis of feasibility and impact. Feasibility was quantified by attendance and adverse events. Impact was determined from individual narratives pertaining to consumer experiences and engagement, analysed with qualitative methods through a phenomenological lens. RESULTS Attendance was high, with people attending 100% sessions. There were no adverse events. Impact was illustrated by the key themes from the in-depth interviews: (i) a sense of achievement, enjoyment and mastery occurred with online dance; (ii) project co-design facilitated participant engagement; (iii) dance instructor capabilities, knowledge and skills facilitated positive outcomes; (iv) music choices were key; and (v) participants were able to quickly adapt to online delivery with support and resources. CONCLUSIONS Online dance therapy was safe, feasible and perceived to be of benefit in this sample of early adopters. During the pandemic, it was a viable form of structured physical activity. For the future, online dance may afford benefits to health, well-being and social engagement.
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Affiliation(s)
- Meg E Morris
- Academic and Research Collaborative in Health (ARCH), 2080La Trobe University, Melbourne, VIC, Australia.,Victorian Rehabilitation Centre, 22052Healthscope, Melbourne, VIC, Australia.,School of Allied Health, Human Services and Sport, 2080La Trobe University, Melbourne, VIC, Australia
| | - Susan C Slade
- Academic and Research Collaborative in Health (ARCH), 2080La Trobe University, Melbourne, VIC, Australia
| | - Joanne E Wittwer
- School of Allied Health, Human Services and Sport, 2080La Trobe University, Melbourne, VIC, Australia
| | - Irene Blackberry
- John Richards Centre for Rural Ageing Research, 2080La Trobe University, Wodonga, VIC, Australia
| | - Simon Haines
- Academic and Research Collaborative in Health (ARCH), 2080La Trobe University, Melbourne, VIC, Australia
| | - Madeleine E Hackney
- Division of Geriatrics and Gerontology, Department of Medicine, 12239Emory University School of Medicine, Atlanta, GA, USA.,19998Atlanta Veterans Affairs Center for Visual and Neurocognitive Rehabilitation, Decatur, GA, USA
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19
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Zancan A, Sozzi S, Schieppati M. Basic Spatiotemporal Gait Variables of Young and Older Healthy Volunteers Walking Along a Novel Figure-of-8 Path. Front Neurol 2021; 12:698160. [PMID: 34168613 PMCID: PMC8217764 DOI: 10.3389/fneur.2021.698160] [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: 04/20/2021] [Accepted: 05/14/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Locomotion along curved trajectories requires fine coordination among body segments. Elderly people may adopt a cautious attitude when steering. A simple, expeditious, patient-friendly walking protocol can be a tool to help clinicians. We evaluated the feasibility of a procedure based upon a newly designed Figure-of-eight (nFo8) path and an easy measurement operation. Methods: Sixty healthy volunteers, aged from 20 to 86 years, walked three times at self-selected speed along a 20 m linear (LIN) and the 20 m nFo8 path. Number of steps, mean speed and walk ratio (step length/cadence) were collected. Data were analysed for the entire cohort and for the groups aged 20-45, 46-65, and >65 years. Results: There was no difference in mean LIN walking speed between the two younger groups but the oldest was slower. During nFo8, all groups were slower (about 16%) than during LIN. Cadence was not different across groups but lower during nFo8 in each group. Step length was about 8% shorter in the two younger groups and 14% shorter in the oldest during nFo8 compared to LIN. Walk ratio was the smallest in the oldest group for both LIN and nFo8. Conclusions: A complex nFo8 walking path, with fast and easy measurement of a simple set of variables, detects significant differences with moderate and large effects in gait variables in people >65 years. This challenging trajectory is more revealing than LIN. Further studies are needed to develop a quick clinical tool for assessment of gait conditions or outcome of rehabilitative treatments.
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Affiliation(s)
| | - Stefania Sozzi
- Centro Studi Attività Motorie, Neurorehabilitation and Spinal Unit, Istituti Clinici Scientifici Maugeri SB, Pavia, Italy
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20
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Kearney J, Brittain JS. Sensory Attenuation in Sport and Rehabilitation: Perspective from Research in Parkinson's Disease. Brain Sci 2021; 11:580. [PMID: 33946218 PMCID: PMC8145846 DOI: 10.3390/brainsci11050580] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 04/27/2021] [Accepted: 04/29/2021] [Indexed: 11/16/2022] Open
Abstract
People with Parkinson's disease (PD) experience motor symptoms that are affected by sensory information in the environment. Sensory attenuation describes the modulation of sensory input caused by motor intent. This appears to be altered in PD and may index important sensorimotor processes underpinning PD symptoms. We review recent findings investigating sensory attenuation and reconcile seemingly disparate results with an emphasis on task-relevance in the modulation of sensory input. Sensory attenuation paradigms, across different sensory modalities, capture how two identical stimuli can elicit markedly different perceptual experiences depending on our predictions of the event, but also the context in which the event occurs. In particular, it appears as though contextual information may be used to suppress or facilitate a response to a stimulus on the basis of task-relevance. We support this viewpoint by considering the role of the basal ganglia in task-relevant sensory filtering and the use of contextual signals in complex environments to shape action and perception. This perspective highlights the dual effect of basal ganglia dysfunction in PD, whereby a reduced capacity to filter task-relevant signals harms the ability to integrate contextual cues, just when such cues are required to effectively navigate and interact with our environment. Finally, we suggest how this framework might be used to establish principles for effective rehabilitation in the treatment of PD.
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Affiliation(s)
- Joshua Kearney
- School of Psychology, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - John-Stuart Brittain
- Centre for Human Brain Health, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK;
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21
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Amboni M, Ricciardi C, Picillo M, De Santis C, Ricciardelli G, Abate F, Tepedino MF, D'Addio G, Cesarelli G, Volpe G, Calabrese MC, Cesarelli M, Barone P. Gait analysis may distinguish progressive supranuclear palsy and Parkinson disease since the earliest stages. Sci Rep 2021; 11:9297. [PMID: 33927317 PMCID: PMC8084977 DOI: 10.1038/s41598-021-88877-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 04/16/2021] [Indexed: 12/22/2022] Open
Abstract
Progressive supranuclear palsy (PSP) is a rare and rapidly progressing atypical parkinsonism. Albeit existing clinical criteria for PSP have good specificity and sensitivity, there is a need for biomarkers able to capture early objective disease-specific abnormalities. This study aimed to identify gait patterns specifically associated with early PSP. The study population comprised 104 consecutively enrolled participants (83 PD and 21 PSP patients). Gait was investigated using a gait analysis system during normal gait and a cognitive dual task. Univariate statistical analysis and binary logistic regression were used to compare all PD patients and all PSP patients, as well as newly diagnosed PD and early PSP patients. Gait pattern was poorer in PSP patients than in PD patients, even from early stages. PSP patients exhibited reduced velocity and increased measures of dynamic instability when compared to PD patients. Application of predictive models to gait data revealed that PD gait pattern was typified by increased cadence and longer cycle length, whereas a longer stance phase characterized PSP patients in both mid and early disease stages. The present study demonstrates that quantitative gait evaluation clearly distinguishes PSP patients from PD patients since the earliest stages of disease. First, this might candidate gait analysis as a reliable biomarker in both clinical and research setting. Furthermore, our results may offer speculative clues for conceiving early disease-specific rehabilitation strategies.
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Affiliation(s)
- Marianna Amboni
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy. .,IDC Hermitage-Capodimonte, Naples, Italy.
| | - Carlo Ricciardi
- Department of Advanced Biomedical Sciences, University of Naples "Federico II", Naples, Italy.,Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy
| | - Marina Picillo
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Chiara De Santis
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Gianluca Ricciardelli
- Azienda Ospedaliera Universitaria OO. RR. San Giovanni di Dio e Ruggi d'Aragona, Salerno, Italy
| | - Filomena Abate
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Maria Francesca Tepedino
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | | | - Giuseppe Cesarelli
- Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.,Department of Chemical, Materials and Production Engineering, University of Naples "Federico II", Naples, Italy
| | - Giampiero Volpe
- Azienda Ospedaliera Universitaria OO. RR. San Giovanni di Dio e Ruggi d'Aragona, Salerno, Italy
| | - Maria Consiglia Calabrese
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
| | - Mario Cesarelli
- Istituti Clinici Scientifici Maugeri IRCCS, Pavia, Italy.,Department of Electrical Engineering and Information Technology, University of Naples "Federico II", Naples, Italy
| | - Paolo Barone
- Center for Neurodegenerative Diseases (CEMAND), Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Via Salvador Allende, 43, 84081, Baronissi, SA, Italy
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22
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Peterson DS, Mancini M, Fino PC, Horak F, Smulders K. Speeding Up Gait in Parkinson's Disease. JOURNAL OF PARKINSONS DISEASE 2021; 10:245-253. [PMID: 31561384 DOI: 10.3233/jpd-191682] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Gait speed is an important outcome that relates to mobility, function, and mortality, and is altered in people with Parkinson's disease (PwPD). However, changes in gait speed may not reflect changes in other important aspects of gait. OBJECTIVE To characterize which outcomes change concomitantly with walking speed in PwPD. This information can inform the choice of outcome variables for characterizing and tracking gait performance in this population. METHODS 67 PwPD and 40 neurotypical adults completed 2-minute overground walking bouts at comfortable and fast self-selected speeds. Eight inertial sensors were used to characterize gait and turning. We identified a subset of participants (38 per group) where the PD participant's "fast" walk was similar speed to neurotypical participants "comfortable" walk, facilitating an across-group gait comparison controlling for gait speed. RESULTS Walking at fast gait speed compared to comfortable lead to significant changes in stride length, cadence, and stride time variability, but not in steps to turn, trunk ROM, and trunk and lumbar stability in PwPD. Sub-group analyses showed that despite walking at a similar speed as neurotypical adults, PwPD exhibit altered turning outcomes, lumbar stability, and stride length/cadence. CONCLUSIONS Gait speed is a critical outcome for characterizing mobility. However, in PwPD, several important outcomes do not exhibit a uniform relationship with gait speed, and remain altered compared to neurotypical adults despite "normalizing" walking speed. Given the complex relationship between gait speed and other gait quality measures, care should be taken when choosing outcome measures to characterize the breadth of gait abnormality in PwPD.
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Affiliation(s)
- Daniel S Peterson
- College of Health Solutions, Arizona State University, Phoenix, AZ, USA.,U.S. Department of Veterans Affairs, Phoenix, AZ, USA.,Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, UT, USA
| | - Martina Mancini
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Peter C Fino
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, UT, USA
| | - Fay Horak
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Katrijn Smulders
- Department of Scientific Research Sint Maartenskliniek, Nijmegen, Netherlands
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23
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Kim SH, Yun SJ, Dang QK, Chee Y, Chung SG, Oh BM, Kim K, Seo HG. Measurement and Correction of Stooped Posture during Gait Using Wearable Sensors in Patients with Parkinsonism: A Preliminary Study. SENSORS 2021; 21:s21072379. [PMID: 33808057 PMCID: PMC8038058 DOI: 10.3390/s21072379] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 03/16/2021] [Accepted: 03/25/2021] [Indexed: 11/16/2022]
Abstract
Stooped posture, which is usually aggravated during walking, is one of the typical postural deformities in patients with parkinsonism. However, the degree of stooped posture is difficult to quantitatively measure during walking. Furthermore, continuous feedback on posture is also difficult to provide. The purpose of this study is to measure the degree of stooped posture during gait and to investigate whether vibration feedback from sensor modules can improve a patient's posture. Parkinsonian patients with stooped posture were recruited for this study. Two wearable sensors with three-axis accelerometers were attached, one at the upper neck and the other just below the C7 spinous process of the patients. After being calibrated in the most upright posture, the sensors continuously recorded the sagittal angles at 20 Hz and averaged the data at every second during a 6 min walk test. In the control session, the patients walked with the sensors as usual. In the vibration session, sensory feedback was provided through vibrations from the neck sensor module when the sagittal angle exceeded a programmable threshold value. Data were collected and analyzed successfully in a total of 10 patients. The neck flexion and back flexion were slightly aggravated during gait, although the average change was <10° in most patients in both measurement sessions. Therefore, it was difficult to evaluate the effect of sensory feedback through vibration. However, some patients showed immediate response to the feedback and corrected their posture during gait. In conclusion, this preliminary study suggests that stooped posture could be quantitatively measured during gait by using wearable sensors in patients with parkinsonism. Sensory feedback through vibration from sensor modules may help in correcting posture during gait in selected patients.
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Affiliation(s)
- Se Hoon Kim
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea; (S.H.K.); (S.J.Y.); (S.G.C.); (B.-M.O.); (K.K.)
| | - Seo Jung Yun
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea; (S.H.K.); (S.J.Y.); (S.G.C.); (B.-M.O.); (K.K.)
| | - Quoc Khanh Dang
- MKS Instruments Korea, 543 Beonji, Daedeok Techno Valley, Yongsan-dong, Yuseong-gu, Daejeon 34028, Korea;
- School of Electrical Engineering, Biomedical Engineering, College of Engineering, University of Ulsan, Ulsan 44610, Korea;
| | - Youngjoon Chee
- School of Electrical Engineering, Biomedical Engineering, College of Engineering, University of Ulsan, Ulsan 44610, Korea;
| | - Sun Gun Chung
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea; (S.H.K.); (S.J.Y.); (S.G.C.); (B.-M.O.); (K.K.)
| | - Byung-Mo Oh
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea; (S.H.K.); (S.J.Y.); (S.G.C.); (B.-M.O.); (K.K.)
- National Traffic Injury Rehabilitation Hospital, Yangpyeong-gun 12564, Korea
| | - Keewon Kim
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea; (S.H.K.); (S.J.Y.); (S.G.C.); (B.-M.O.); (K.K.)
| | - Han Gil Seo
- Department of Rehabilitation Medicine, Seoul National University Hospital, Seoul 03080, Korea; (S.H.K.); (S.J.Y.); (S.G.C.); (B.-M.O.); (K.K.)
- Correspondence: ; Tel.: +82-2-2072-1659; Fax: +82-2-743-7473
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24
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Wilson J, Yarnall AJ, Craig CE, Galna B, Lord S, Morris R, Lawson RA, Alcock L, Duncan GW, Khoo TK, O'Brien JT, Burn DJ, Taylor J, Ray NJ, Rochester L. Cholinergic Basal Forebrain Volumes Predict Gait Decline in Parkinson's Disease. Mov Disord 2021; 36:611-621. [PMID: 33382126 PMCID: PMC8048433 DOI: 10.1002/mds.28453] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 10/28/2020] [Accepted: 11/16/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Gait disturbance is an early, disabling feature of Parkinson's disease (PD) that is typically refractory to dopaminergic medication. The cortical cholinergic system, originating in the nucleus basalis of Meynert of the basal forebrain, has been implicated. However, it is not known if degeneration in this region relates to a worsening of disease-specific gait impairment. OBJECTIVE To evaluate associations between sub-regional cholinergic basal forebrain volumes and longitudinal progression of gait impairment in PD. METHODS 99 PD participants and 47 control participants completed gait assessments via an instrumented walkway during 2 minutes of continuous walking, at baseline and for up to 3 years, from which 16 spatiotemporal characteristics were derived. Sub-regional cholinergic basal forebrain volumes were measured at baseline via MRI and a regional map derived from post-mortem histology. Univariate analyses evaluated cross-sectional associations between sub-regional volumes and gait. Linear mixed-effects models assessed whether volumes predicted longitudinal gait changes. RESULTS There were no cross-sectional, age-independent relationships between sub-regional volumes and gait. However, nucleus basalis of Meynert volumes predicted longitudinal gait changes unique to PD. Specifically, smaller nucleus basalis of Meynert volume predicted increasing step time variability (P = 0.019) and shortening swing time (P = 0.015); smaller posterior nucleus portions predicted shortening step length (P = 0.007) and increasing step time variability (P = 0.041). CONCLUSIONS This is the first study to demonstrate that degeneration of the cortical cholinergic system predicts longitudinal progression of gait impairments in PD. Measures of this degeneration may therefore provide a novel biomarker for identifying future mobility loss and falls. © 2020 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Joanna Wilson
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Alison J. Yarnall
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
- The Newcastle upon Tyne NHS Foundation TrustNewcastle upon TyneUnited Kingdom
| | - Chesney E. Craig
- Health, Psychology and Communities Research Centre, Department of PsychologyManchester Metropolitan UniversityManchesterUnited Kingdom
| | - Brook Galna
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
- School of Biomedical, Nutritional and Sport SciencesNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Sue Lord
- Auckland University of TechnologyAucklandNew Zealand
| | - Rosie Morris
- Department of Sport, Exercise, and RehabilitationNorthumbria UniversityNewcastle upon TyneUnited Kingdom
| | - Rachael A. Lawson
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Lisa Alcock
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Gordon W. Duncan
- Centre for Clinical Brain SciencesUniversity of EdinburghEdinburghUnited Kingdom
- NHS LothianEdinburghUnited Kingdom
| | - Tien K. Khoo
- School of Medicine & Menzies Health Institute QueenslandGriffith UniversityGold CoastQueenslandAustralia
- School of Medicine, University of WollongongAustralia
| | - John T. O'Brien
- Department of PsychiatryUniversity of CambridgeCambridgeUnited Kingdom
| | - David J. Burn
- Population Health Sciences InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - John‐Paul Taylor
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
| | - Nicola J. Ray
- Health, Psychology and Communities Research Centre, Department of PsychologyManchester Metropolitan UniversityManchesterUnited Kingdom
| | - Lynn Rochester
- Translational and Clinical Research InstituteNewcastle UniversityNewcastle upon TyneUnited Kingdom
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25
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Zanardi APJ, da Silva ES, Costa RR, Passos-Monteiro E, Dos Santos IO, Kruel LFM, Peyré-Tartaruga LA. Gait parameters of Parkinson's disease compared with healthy controls: a systematic review and meta-analysis. Sci Rep 2021; 11:752. [PMID: 33436993 PMCID: PMC7804291 DOI: 10.1038/s41598-020-80768-2] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 12/28/2020] [Indexed: 12/15/2022] Open
Abstract
We systematically reviewed observational and clinical trials (baseline) studies examining differences in gait parameters between Parkinson’s disease (PD) in on-medication state and healthy control. Four electronic databases were searched (November-2018 and updated in October-2020). Independent researchers identified studies that evaluated gait parameters measured quantitatively during self-selected walking speed. Risk of bias was assessed using an instrument proposed by Downs and Black (1998). Pooled effects were reported as standardized mean differences and 95% confidence intervals using a random-effects model. A total of 72 studies involving 3027 participants (1510 with PD and 1517 health control) met the inclusion criteria. The self-selected walking speed, stride length, swing time and hip excursion were reduced in people with PD compared with healthy control. Additionally, PD subjects presented higher cadence and double support time. Although with a smaller difference for treadmill, walking speed is reduced both on treadmill (.13 m s−1) and on overground (.17 m s−1) in PD. The self-select walking speed, stride length, cadence, double support, swing time and sagittal hip angle were altered in people with PD compared with healthy control. The precise determination of these modifications will be beneficial in determining which intervention elements are most critical in bringing about positive, clinically meaningful changes in individuals with PD (PROSPERO protocol CRD42018113042).
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Affiliation(s)
- Ana Paula Janner Zanardi
- Exercise Research Laboratory, Universidade Federal Do Rio Grande Do Sul, 750 Felizardo St, Porto Alegre, RS, 90690-200, Brazil.,Univel University Center, Cascavel, Brazil
| | - Edson Soares da Silva
- Exercise Research Laboratory, Universidade Federal Do Rio Grande Do Sul, 750 Felizardo St, Porto Alegre, RS, 90690-200, Brazil
| | - Rochelle Rocha Costa
- Exercise Research Laboratory, Universidade Federal Do Rio Grande Do Sul, 750 Felizardo St, Porto Alegre, RS, 90690-200, Brazil
| | - Elren Passos-Monteiro
- Exercise Research Laboratory, Universidade Federal Do Rio Grande Do Sul, 750 Felizardo St, Porto Alegre, RS, 90690-200, Brazil.,Laboratory of PhysioMechanics of Locomotion, Universidade Federal Do Pará, Castanhal, Brazil
| | - Ivan Oliveira Dos Santos
- Exercise Research Laboratory, Universidade Federal Do Rio Grande Do Sul, 750 Felizardo St, Porto Alegre, RS, 90690-200, Brazil
| | - Luiz Fernando Martins Kruel
- Exercise Research Laboratory, Universidade Federal Do Rio Grande Do Sul, 750 Felizardo St, Porto Alegre, RS, 90690-200, Brazil
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26
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Amundsen-Huffmaster SL, Petrucci MN, Linn-Evans ME, Chung JW, Howell MJ, Videnovic A, Tuite PJ, Cooper SE, MacKinnon CD. REM Sleep Without Atonia and Gait Impairment in People with Mild-to-Moderate Parkinson's Disease. JOURNAL OF PARKINSON'S DISEASE 2021; 11:767-778. [PMID: 33523016 PMCID: PMC8211125 DOI: 10.3233/jpd-202098] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Subtle gait deficits can be seen in people with idiopathic rapid eye movement (REM) sleep behavior disorder (RBD), a prodromal stage of Parkinson's disease (PD) and related alpha-synucleinopathies. It is unknown if the presence and level of REM sleep without atonia (RSWA, the electromyographic hallmark of RBD) is related to the severity of gait disturbances in people with PD. OBJECTIVE We hypothesized that gait disturbances in people with mild-to-moderate PD would be greater in participants with RSWA compared to those without RSWA and matched controls, and that gait impairment would correlate with measures of RSWA. METHODS Spatiotemporal characteristics of gait were obtained from 41 people with PD and 21 age-matched controls. Overnight sleep studies were used to quantify muscle activity during REM sleep and group participants with PD into those with RSWA (PD-RSWA+, n = 22) and normal REM sleep muscle tone (PD-RSWA-, n = 19). Gait characteristics were compared between groups and correlated to RSWA. RESULTS The PD-RSWA+ group demonstrated significantly reduced gait speed and step lengths and increased stance and double support times compared to controls, and decreased speed and cadence and increased stride velocity variability compared to PD-RSWA- group. Larger RSWA scores were correlated with worse gait impairment in the PD group. CONCLUSION The presence and level of muscle tone during REM sleep is associated with the severity of gait disturbances in PD. Pathophysiological processes contributing to disordered gait may occur earlier and/or progress more rapidly in people with PD and RBD.
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Affiliation(s)
| | | | | | - Jae Woo Chung
- University of Minnesota, Department of Neurology, Minneapolis, MN, USA
| | - Michael J. Howell
- University of Minnesota, Department of Neurology, Minneapolis, MN, USA
| | - Aleksandar Videnovic
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Paul J. Tuite
- University of Minnesota, Department of Neurology, Minneapolis, MN, USA
| | - Scott E. Cooper
- University of Minnesota, Department of Neurology, Minneapolis, MN, USA
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27
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Çarıkcı S, Ünlüer NÖ, Torun Ş. Effects of cadence-compatible melodic rhythmic auditory stimulation implementation on gait in patients with Parkinson's disease. Somatosens Mot Res 2020; 38:108-116. [PMID: 33371768 DOI: 10.1080/08990220.2020.1864314] [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: 10/22/2022]
Abstract
PURPOSE Progressive loss of dopaminergic neurons in basal ganglia is blamed as the main source of gait disturbance in Parkinson's disease (PD). It is known that the normal step pattern does not disappear in PD, but there is a problem in activating the correct step response. The aim of this study was to investigate the effect of Rhythmic Auditory Stimulation (RAS), which is an external stimulus, on gait in individuals with PD. MATERIALS AND METHODS Twenty-six individuals, 13 in the PD group and 13 in the control group, participated in the study. All individuals were asked to walk under four different RAS conditions configured with beat frequency and melodic variations. Time-distance parameters and gait performance of the individuals were evaluated. RESULTS RAS significantly increased the gait speed of the individuals with PD compared to the control group. RAS set to 10% increase in the cadence of the patient with melody (10 M+) was found to be more effective than the RAS set to normal cadence of the patient without melody (0 M-) (p < 0.05). While all RAS implementations increased the stride length of the individuals with PD (p < 0.05), there was no change in the control group. RAS did not affect the return time in both groups. CONCLUSIONS Our study has shown that RAS implementation improves gait in individuals with PD both in terms of time-distance parameters and performance, especially when set to 10% more than the patient's gait cadence. It was concluded that cadence-compatible melodic RAS can be safely included in PD rehabilitation programs.
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Affiliation(s)
- Sena Çarıkcı
- Gönül Yolu Special Education and Rehabilitation Center, Physiotherapy, Ankara, Turkey
| | - Nezehat Özgül Ünlüer
- Faculty of Health Science, Department of Physiotherapy and Rehabilitation, Ankara Yıldırım Beyazıt University, Ankara, Turkey
| | - Şükrü Torun
- Faculty of Health Science, Speech and Language Therapy, Anadolu University, Eskisehir, Turkey
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28
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Park KS, Hass CJ, Patel B, Janelle CM. Musical pleasure beneficially alters stride and arm swing amplitude during rhythmically-cued walking in people with Parkinson's disease. Hum Mov Sci 2020; 74:102718. [DOI: 10.1016/j.humov.2020.102718] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 11/09/2020] [Accepted: 11/11/2020] [Indexed: 11/16/2022]
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29
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Jeng B, Cederberg KLJ, Lai B, Sasaki JE, Bamman MM, Motl RW. Oxygen cost of over-ground walking in persons with mild-to-moderate Parkinson's disease. Gait Posture 2020; 82:1-5. [PMID: 32836026 PMCID: PMC7718302 DOI: 10.1016/j.gaitpost.2020.08.108] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 08/06/2020] [Accepted: 08/09/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND Oxygen (O2) cost of walking is a physiological marker of walking dysfunction and reflects the amount of O2 consumed per kilogram of body weight per unit distance walked. The onset of walking dysfunction (i.e., reduced walking speed and shorter stride length) is commonly observed in Parkinson's disease (PD), even in the early stages of the disease. However, the O2 cost of walking has not been assessed in persons with PD. RESEARCH QUESTION Does O2 cost of walking differ between persons with PD and controls matched by age and sex? METHODS The sample included 31 persons with mild-to-moderate PD (Hoehn and Yahr stages 2-3) and 31 age- and sex-matched controls in this cross-sectional study. O2 consumption (VO2) was measured using a portable indirect calorimetry system during a 6-min period of over-ground walking at a normal comfortable speed, and the O2 cost of walking was calculated based on the ratio of net relative VO2 (ml kg-1 min-1) and speed (m min-1). RESULTS There were no differences in resting VO2, steady-state VO2, and over-ground walking speed between persons with PD and controls (p > 0.05). There was a significant difference in the O2 cost of walking between persons with PD and healthy controls (p < 0.01) such that persons with PD had a higher O2 cost of walking. The mean(SD) O2 cost of walking for persons with PD was 0.179 (0.038) ml kg-1 m-1, and the O2 cost of walking for healthy controls was 0.153 (0.024) ml kg-1 m-1. SIGNIFICANCE Persons with PD demonstrated a higher O2 cost of walking compared with controls, and this may reflect worse walking economy in PD. The possibility of worse walking economy under free-living conditions may result in reduced community ambulation and participation.
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Affiliation(s)
- Brenda Jeng
- Department of Physical Therapy, School of Health Professions 360, University of Alabama at Birmingham, AL 35294, USA,Corresponding author details: Brenda Jeng, Department of Physical Therapy, School of Health Professions 360, University of Alabama at Birmingham, 1720 2nd Ave S, Birmingham, AL 35294
| | - Katie L. J. Cederberg
- Department of Physical Therapy, School of Health Professions 360, University of Alabama at Birmingham, AL 35294, USA
| | - Byron Lai
- Department of Physical Therapy, School of Health Professions 360, University of Alabama at Birmingham, AL 35294, USA
| | - Jeffer E. Sasaki
- Graduate Program in Physical Education, Federal University of Triângulo Mineiro, 38061-500 Uberaba, MG, Brazil
| | - Marcas M. Bamman
- UAB Center for Exercise Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA,Departments of Cell, Developmental, and Integrative Biology; Medicine; and Neurology, University of Alabama at Birmingham, Birmingham, AL 35294, USA,Geriatric Research, Education, and Clinical Center, Birmingham VA Medical Center, Birmingham, AL 35233, USA
| | - Robert W. Motl
- Department of Physical Therapy, School of Health Professions 360, University of Alabama at Birmingham, AL 35294, USA,UAB Center for Exercise Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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Characterization of idiopathic Parkinson's disease subgroups using quantitative gait analysis and corresponding subregional striatal uptake visualized using 18F-FP-CIT positron emission tomography. Gait Posture 2020; 82:167-173. [PMID: 32932077 DOI: 10.1016/j.gaitpost.2020.09.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 08/31/2020] [Accepted: 09/01/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND Gait disturbance is one of the most common symptoms among patients with idiopathic Parkinson's disease (IPD). Nevertheless, Parkinson's disease subtype clustering according to gait characteristics has not been thoroughly investigated. RESEARCH QUESTION The aim of this study was to identify subgroups according to gait pattern among patients with IPD. METHODS This study included 88 patients with IPD who underwent 18F-fluorinated-N-3-fluoropropyl-2-β-carboxymethoxy-3-β-4-iodophenyl-nortropane positron emission tomography (18F-FP-CIT PET) and three-dimensional gait analysis (3DGA) between January 1, 2014 and December 31, 2016. We performed cluster analysis using temporal-spatial gait variables (gait speed, stride length, cadence, and step width) and divided patients into four subgroups. The kinematic and kinetic gait variables in 3DGA were compared among the four subgroups. Furthermore, we compared the uptake patterns of striatum among the four subgroups using 18F-FP-CIT PET. RESULTS The patients were clustered into subgroups based on gait hypokinesia and cadence compensation. Group 1 had decreased stride length compensating with increased cadence. Group 2 had decreased stride length without cadence compensation and wider step width. Group 3 had relatively spared stride length with decreased cadence. Group 4 had spared stride length and cadence. The uptake of posterior putamen was significantly decreased in Group 3 compared with Group 4. SIGNIFICANCE Gait hypokinesia and cadence can help to classify gait patterns in IPD patients. Our subgroups may reflect the different gait patterns in IPD patients.
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Rennie L, Opheim A, Dietrichs E, Löfgren N, Franzén E. Highly challenging balance and gait training for individuals with Parkinson's disease improves pace, rhythm and variability domains of gait - A secondary analysis from a randomized controlled trial. Clin Rehabil 2020; 35:200-212. [PMID: 32985265 DOI: 10.1177/0269215520956503] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Evaluate immediate and long-term effects of highly challenging balance and gait training on pace-, rhythm-, variability-, asymmetry-, and postural control domains of gait for individuals with Parkinson's disease (PD). DESIGN Randomized controlled trial - a secondary analysis. SETTING University hospital setting. PARTICIPANTS One-hundred older adults with mild to moderate PD (Hoehn & Yahr 2 and 3). INTERVENTION Training group (n = 51): 10 weeks (3 times/week) of intensive balance and gait training, incorporating dual tasks. Control group (n = 49): care as usual. MAIN OUTCOME MEASURES Spatiotemporal gait variables collected during normal and fast walking on a pressure-sensitive mat. A linear mixed model was used to evaluate training effects post intervention and at the 6 and 12 month follow-up. RESULTS Immediate training effects in the pace domain of gait were increased step velocity (normal speed: 8.2 cm/s, P = 0.04; fast: 10.8 cm/s, P < 0.01), increased step length (normal speed: 3 cm, P = 0.05; fast: 2.3 cm, P = 0.05) and reduced swing time variability (fast speed: -2.5 ms, P = 0.02). In the rhythm domain reduced step time (fast speed: -19.3 ms, P = 0.02), stance time (normal: -24.3 ms, P = 0.01; fast: -29.6 ms, P = 0.02) and swing time (fast speed: -8.7 ms, P = 0.04) was seen. Relative to the variability domain, the training decreased step time variability (fast: -2.8 ms, P = 0.02) and stance time variability (fast: -3.9 ms, P = 0.02). No training effects were retained at 6 months. CONCLUSIONS Highly challenging balance and gait training improved pace, rhythm and variability aspects of PD gait in the short-term, but effects are not retained long-term. TRIAL REGISTRATION NUMBER NCT01417598.
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Affiliation(s)
- Linda Rennie
- Sunnaas Rehabilitation Hospital, Research Department, Nesodden, Norway
| | - Arve Opheim
- Sunnaas Rehabilitation Hospital, Research Department, Nesodden, Norway.,Rehabilitation Medicine, Institute of Neuro Science and Physiology, University of Gothenburg, Gothenburg, Sweden.,Habilitation & Health, Region Västra Götaland, Gothenburg, Sweden
| | - Espen Dietrichs
- Department of Neurology, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Niklas Löfgren
- Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Stockholm, Sweden.,Karolinska University Hospital, Function Allied Health Professionals, Function Area Occupational Therapy and Physiotherapy, Stockholm, Sweden
| | - Erika Franzén
- Sunnaas Rehabilitation Hospital, Research Department, Nesodden, Norway.,Karolinska Institute, Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Stockholm, Sweden.,Karolinska University Hospital, Function Allied Health Professionals, Function Area Occupational Therapy and Physiotherapy, Stockholm, Sweden
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Brognara L, Cauli O. Mechanical Plantar Foot Stimulation in Parkinson's Disease: A Scoping Review. Diseases 2020; 8:diseases8020012. [PMID: 32397588 PMCID: PMC7349899 DOI: 10.3390/diseases8020012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 04/28/2020] [Accepted: 05/07/2020] [Indexed: 11/24/2022] Open
Abstract
Background: Parkinson′s disease (PD) is the second most prevalent neurodegenerative disease in older individuals. Neurorehabilitation-based interventions such as those improving gait are crucial for a holistic approach and to limit falls. Several studies have recently shown that mechanical plantar foot stimulation is a beneficial intervention for improving gait impairment in PD patients. The objective of this scoping review is to evaluate the beneficial effects of this stimulation on gait parameters, and to analyse protocols of foot stimulation and other effects in non-motor symptoms. Relevant articles were searched in the Medline database using Pubmed and Scopus, using the primary search terms ‘foot stimulation’ OR ‘plantar stimulation’ AND ‘Parkinson’s disease*’. Several protocols have been used for mechanical plantar foot stimulation (ranging from medical devices to textured insoles). The gait parameters that have been shown to be improved are stride length and walking speed. The beneficial effects are achieved after both acute and repeated plantar foot stimulation. Beneficial effects are observed in other organs and systems, such as muscle activation, brain connectivity, cardiovascular control in the central nervous system, and the release of brain-derived neurotrophic factor and cortisol in blood added evidence about this intervention’s impact on brain function. Mechanical plantar foot stimulation is a safe and effective add-on treatment able for improving gait impairments in PD patients during the L-dopa off state. Randomized and controlled clinical trials to study its eventual potentiating effect with different pharmacotherapy regimens are warranted.
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Affiliation(s)
- Lorenzo Brognara
- Department of Biomedical and Neuromotor Science, University of Bologna, Via Ugo Foscolo 7, 40123 Bologna, Italy;
| | - Omar Cauli
- Frailty and Cognitive Impairment Organized Group (FROG), University of Valencia, 46010 Valencia, Spain
- Department of Nursing, University of Valencia, c/Jaume Roig s/n, 46010 Valencia, Spain
- Correspondence:
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Variance of the Gait Parameters and Fraction of Double-Support Interval for Determining the Severity of Parkinson’s Disease. APPLIED SCIENCES-BASEL 2020. [DOI: 10.3390/app10020577] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aim of this study was to determine the gait features that are most suitable for the quantified assessment of the severity of Parkinson’s disease (PD). This study computed the mean and variance of the four phases of gait intervals, i.e., stride, swing, stance and double-support intervals, and lateral difference to determine the difference between three groups, i.e., control subjects and PD patients with two severity levels (early and advanced stage) of the disease, PD1 and PD2. Data from 31 subjects were used in the study. The data were obtained from the public database (16 control healthy subjects, 6 Parkinson’s disease patients with early stages, and 9 Parkinson’s disease patients with advanced stages based on the Hoehn and Yahr scale). The main outcome measure of the study was the group difference of the four gait interval parameters and the statistical significance of this difference. The results show that there was a significant increase in the variance of the four gait intervals with the severity of the disease. However, there was no significant difference in the mean values between the three groups. It was also observed that the fraction corresponding to the double-support interval was significantly higher for PD patients. This study has shown that the variance of the gait parameters and the fraction of double-support interval are associated with the severity of PD and may be suitable measures for a quantified evaluation of the disease.
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Wu Z, Zhong M, Jiang X, Shen B, Zhu J, Pan Y, Dong J, Yan J, Xu P, Zhang W, Gao Y, Zhang L. Can Quantitative Gait Analysis Be Used to Guide Treatment of Patients with Different Subtypes of Parkinson's Disease? Neuropsychiatr Dis Treat 2020; 16:2335-2341. [PMID: 33116532 PMCID: PMC7553622 DOI: 10.2147/ndt.s266585] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 09/12/2020] [Indexed: 11/30/2022] Open
Abstract
PURPOSE Gait impairment is a common clinical symptom of patients with Parkinson's disease (PD). Detecting specific gait parameters' changes in order to guide clinical intervention is at present lacking. The present study aimed to (1) quantify gait impairments in different PD subtypes and (2) explore whether the results of quantitative gait analysis are beneficial to clinical treatment. PATIENTS AND METHODS We enrolled 86 patients with PD (48 men, and 38 women) from the Department of Geriatrics of the Affiliated Brain Hospital of Nanjing Medical University. Unified Parkinson's Disease Rating Scale (UPDRS) and Hoehn-Yahr Scale were used to evaluate the motor symptoms of PD. All patients stopped anti-Parkinsonian medication for 24 hours (72 hours for controlled release medicine). The patients were divided into two subtypes, namely, postural instability gait difficulty (PIGD; n=56) and tremor dominant (TD; n=30) subtypes according to UPDRS. All patients completed the instrumented stand and walk test, and a set of JiBuEn gait analysis system was used in gait data collection. RESULTS We observed a shorter stride length (p=0.021), a longer stride time (p=0.036), a faster cadence (p=0.036), and a more variable stride length (p=0.012) in the PIGD group compared with the TD group. In addition, compared with the TD group, we found that the toe-off angle (p=0.005) and the range of motion of ankle joint (p=0.009) decreased in the PIGD group. CONCLUSION Our study demonstrated that the gait performance of patients with PIGD is worse than those with TD from the perspective of quantitative gait analysis. We extended previous research and found the PIGD group exhibited severe gait impairments in some specific spatiotemporal and kinematic gait parameters. The different manifestations of these gait impairments may guide in choosing appropriate treatment of patients with different PD subtypes.
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Affiliation(s)
- Zhuang Wu
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Min Zhong
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Xu Jiang
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Bo Shen
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Jun Zhu
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Yang Pan
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Jingde Dong
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Jun Yan
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Pingyi Xu
- Department of Neurology, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, People's Republic of China
| | - Wenbin Zhang
- Department of Neurosurgery, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
| | - Yang Gao
- Department of Computer Science and Technology, Nanjing University, Nanjing, People's Republic of China
| | - Li Zhang
- Department of Geriatric Neurology, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, People's Republic of China
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Muthukrishnan N, Abbas JJ, Shill HA, Krishnamurthi N. Cueing Paradigms to Improve Gait and Posture in Parkinson's Disease: A Narrative Review. SENSORS 2019; 19:s19245468. [PMID: 31835870 PMCID: PMC6960538 DOI: 10.3390/s19245468] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 12/09/2019] [Accepted: 12/09/2019] [Indexed: 12/24/2022]
Abstract
Progressive gait dysfunction is one of the primary motor symptoms in people with Parkinson’s disease (PD). It is generally expressed as reduced step length and gait speed and as increased variability in step time and step length. People with PD also exhibit stooped posture which disrupts gait and impedes social interaction. The gait and posture impairments are usually resistant to the pharmacological treatment, worsen as the disease progresses, increase the likelihood of falls, and result in higher rates of hospitalization and mortality. These impairments may be caused by perceptual deficiencies (poor spatial awareness and loss of temporal rhythmicity) due to the disruptions in processing intrinsic information related to movement initiation and execution which can result in misperceptions of the actual effort required to perform a desired movement and maintain a stable posture. Consequently, people with PD often depend on external cues during execution of motor tasks. Numerous studies involving open-loop cues have shown improvements in gait and freezing of gait (FoG) in people with PD. However, the benefits of cueing may be limited, since cues are provided in a consistent/rhythmic manner irrespective of how well a person follows them. This limitation can be addressed by providing feedback in real-time to the user about performance (closed-loop cueing) which may help to improve movement patterns. Some studies that used closed-loop cueing observed improvements in gait and posture in PD, but the treadmill-based setup in a laboratory would not be accessible outside of a research setting, and the skills learned may not readily and completely transfer to overground locomotion in the community. Technologies suitable for cueing outside of laboratory environments could facilitate movement practice during daily activities at home or in the community and could strongly reinforce movement patterns and improve clinical outcomes. This narrative review presents an overview of cueing paradigms that have been utilized to improve gait and posture in people with PD and recommends development of closed-loop wearable systems that can be used at home or in the community to improve gait and posture in PD.
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Affiliation(s)
- Niveditha Muthukrishnan
- Center for Adaptive Neural Systems, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA; (N.M.); (J.J.A.)
| | - James J. Abbas
- Center for Adaptive Neural Systems, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA; (N.M.); (J.J.A.)
| | - Holly A. Shill
- Muhammad Ali Parkinson Center, Barrow Neurological Institute, St. Joseph’s Hospital and Medical Center, Phoenix, AZ 85013, USA;
| | - Narayanan Krishnamurthi
- Center for Adaptive Neural Systems, School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA; (N.M.); (J.J.A.)
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ 85004, USA
- Correspondence: ; Tel.: +1-(602)-496-0912
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Mi TM, Garg S, Ba F, Liu AP, Wu T, Gao LL, Dan XJ, Chan P, McKeown MJ. High-frequency rTMS over the supplementary motor area improves freezing of gait in Parkinson's disease: a randomized controlled trial. Parkinsonism Relat Disord 2019; 68:85-90. [PMID: 31689588 DOI: 10.1016/j.parkreldis.2019.10.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 10/04/2019] [Accepted: 10/10/2019] [Indexed: 10/25/2022]
Abstract
INTRODUCTION Freezing of gait (FOG) contributes to falls in Parkinson's disease (PD), but robust, effective treatments remain elusive. There is evidence indicating that the supplementary motor area (SMA) plays an important role in the pathogenesis of FOG and may therefore be a potential neuromodulation target. The present study explored the clinical efficacy of high-frequency repetitive transcranial magnetic stimulation (rTMS) over the SMA on FOG in PD patients. METHODS A group of 30 PD patients with FOG were enrolled in a randomized, double-blind, sham-controlled trial. Patients were randomly allocated 2:1 to receive ten sessions of either real (N = 20) or sham (N = 10) 10 Hz rTMS over SMA. The patients were assessed at baseline (T0), after the 5th (T1) and 10th (T2) sessions, and then 2 weeks (T3) and 4 weeks (T4) after the last session. The primary clinical outcome was the Freezing of Gait Questionnaire score (FOGQ), with the Movement Disorder Society-Unified Parkinson's Disease Rating Scale motor scores (MDS-UPDRS III) and Timed Up and Go test as secondary clinical outcomes. All the assessments were carried out at the "ON" state. RESULTS With a four week's follow-up, there were significant interaction effects in the FOGQ (effect of group*time, p = 0.04), MDS-UPDRS III (p = 0.02) and several gait variables (total duration, p < 0.01; cadence, p = 0.04; turn duration, p = 0.01; and turn to sit duration, p = 0.02). Post-hoc analyses revealed a significantly decreased FOGQ score at T2 and T4, and significant improvements of MDS-UPDRS III and gait variables at T1, T2, T3 and T4 in the rTMS group. No significant improvements were found in the sham group. CONCLUSION High-frequency rTMS over SMA may ultimately serve as an add-on therapy for alleviating FOG in PD patients.
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Affiliation(s)
- Tao-Mian Mi
- National Clinical Research Center for Geriatric Disorders, Beijing, China; Department of Neurology, Neurobiology and Geriatrics, Xuanwu Hospital of Capital Medical University, Beijing Institute for Brain Disorders, Beijing, China; Pacific Parkinson's Research Centre, University of British Columbia, Vancouver, Canada
| | - Saurabh Garg
- Pacific Parkinson's Research Centre, University of British Columbia, Vancouver, Canada
| | - Fang Ba
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Canada
| | - Ai-Ping Liu
- University of Science and Technology of China, Hefei, Anhui, China.
| | - Tao Wu
- Department of Neurology, Neurobiology and Geriatrics, Xuanwu Hospital of Capital Medical University, Beijing Institute for Brain Disorders, Beijing, China
| | - Lin-Lin Gao
- Department of Neurology, Neurobiology and Geriatrics, Xuanwu Hospital of Capital Medical University, Beijing Institute for Brain Disorders, Beijing, China
| | - Xiao-Juan Dan
- Department of Neurology, Neurobiology and Geriatrics, Xuanwu Hospital of Capital Medical University, Beijing Institute for Brain Disorders, Beijing, China
| | - Piu Chan
- National Clinical Research Center for Geriatric Disorders, Beijing, China; Department of Neurology, Neurobiology and Geriatrics, Xuanwu Hospital of Capital Medical University, Beijing Institute for Brain Disorders, Beijing, China; Clinical Center for Parkinson's Disease, Capital Medical University, Beijing, China; Key Laboratory for Neurodegenerative Disease of the Ministry of Education, Beijing Key Laboratory for Parkinson's Disease, Beijing, China.
| | - Martin J McKeown
- Pacific Parkinson's Research Centre, University of British Columbia, Vancouver, Canada; Department of Medicine (Neurology), University of British Columbia, Vancouver, Canada
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Reimann H, Fettrow T, Grenet D, Thompson ED, Jeka JJ. Phase-Dependency of Medial-Lateral Balance Responses to Sensory Perturbations During Walking. Front Sports Act Living 2019; 1:25. [PMID: 33344949 PMCID: PMC7739817 DOI: 10.3389/fspor.2019.00025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Accepted: 08/28/2019] [Indexed: 11/30/2022] Open
Abstract
The human body is mechanically unstable during walking. Maintaining upright stability requires constant regulation of muscle force by the central nervous system to push against the ground and move the body mass in the desired way. Activation of muscles in the lower body in response to sensory or mechanical perturbations during walking is usually highly phase-dependent, because the effect any specific muscle force has on the body movement depends upon the body configuration. Yet the resulting movement patterns of the upper body after the same perturbations are largely phase-independent. This is puzzling, because any change of upper-body movement must be generated by parts of the lower body pushing against the ground. How do phase-dependent muscle activation patterns along the lower body generate phase-independent movement patterns of the upper body? We hypothesize that when a sensory system detects a deviation of the body in space from a desired state that indicates the onset of a fall, the nervous system generates a functional response by pushing against the ground in any way possible with the current body configuration. This predicts that the changes in the ground reaction force patterns following a balance perturbation should be phase-independent. Here we test this hypothesis by disturbing upright balance in the frontal plane using Galvanic vestibular stimulation at three different points in the gait cycle. We measure the resulting changes in whole-body center of mass movement and the location of the center of pressure of the ground reaction force. We find that the magnitude of the initial center of pressure shift in the direction of the perceived fall is larger for perturbations late in the gait cycle, while there is no statistically significant difference in onset time. These results contradict our hypothesis by showing that even the initial CoP shift in response to a balance perturbation depends upon the phase of the gait cycle. Contrary to expectation, we also find that the whole-body balance response is not phase-independent. Both the onset time and the magnitude of the whole-body center of mass shift depend on the phase of the perturbation. We conclude that the central nervous system recruits any available mechanism to generate a functional balance response by pushing against the ground as fast as possible in response to a perturbation, but that the different mechanisms available at different phases in the gait cycle are not equally strong, leading to phase-dependent differences in the overall response.
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Affiliation(s)
- Hendrik Reimann
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, United States
- Department of Kinesiology, Temple University, Philadelphia, PA, United States
| | - Tyler Fettrow
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, United States
- Department of Kinesiology, Temple University, Philadelphia, PA, United States
| | - David Grenet
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, United States
| | - Elizabeth D. Thompson
- Department of Kinesiology, Temple University, Philadelphia, PA, United States
- Department of Physical Therapy, University of Delaware, Newark, DE, United States
- Department of Physical Therapy, Temple University, Philadelphia, PA, United States
| | - John J. Jeka
- Department of Kinesiology and Applied Physiology, University of Delaware, Newark, DE, United States
- Department of Kinesiology, Temple University, Philadelphia, PA, United States
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Erra C, Mileti I, Germanotta M, Petracca M, Imbimbo I, De Biase A, Rossi S, Ricciardi D, Pacilli A, Di Sipio E, Palermo E, Bentivoglio AR, Padua L. Immediate effects of rhythmic auditory stimulation on gait kinematics in Parkinson's disease ON/OFF medication. Clin Neurophysiol 2019; 130:1789-1797. [PMID: 31401487 DOI: 10.1016/j.clinph.2019.07.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 06/21/2019] [Accepted: 07/05/2019] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Gait impairment is a highly disabling symptom for Parkinson's disease (PD) patients. Rhythmic auditory stimulation (RAS), has shown to improve spatio-temporal gait parameters in PD, but only a few studies have focused on their effects on gait kinematics, and the ideal stimulation frequency has still not been identified. METHODS We enrolled 30 PD patients and 18 controls. Patients were evaluated under two conditions (with (ON), and without (OFF) medications) with three different RAS frequencies (90%, 100%, and 110% of the patient's preferred walking cadence). Spatial-temporal parameters, joint angles and gait phases distribution were evaluated. A novel global index (GPQI) was used to quantify the difference in gait phase distribution. RESULTS Along with benefits in spatial-temporal parameters, GPQI improved significantly with RAS at a frequency of 110% for both ON and OFF medication conditions. In the most severe patients, the same result was observed also with RAS at 100%. CONCLUSIONS RAS administration, at a frequency of 110% of the preferred walking frequency, can be beneficial in improving the gait pattern in PD patients. SIGNIFICANCE When rhythmic auditory stimulation is provided to patients with PD, the selection of an adequate frequency of stimulation can optimize their effects on gait pattern.
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Affiliation(s)
- Carmen Erra
- Fondazione Policlinico Universitario Agostino Gemelli IRCSS, Rome, Italy; Department of Geriatrics, Neurosciences and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Ilaria Mileti
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, Italy
| | | | - Martina Petracca
- Department of Geriatrics, Neurosciences and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | | | - Alessandro De Biase
- Department of Geriatrics, Neurosciences and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Stefano Rossi
- Department of Economics, Engineering, Society and Business Organization (DEIM), University of Tuscia, 01100 Viterbo, Italy
| | - Diego Ricciardi
- Fondazione Policlinico Universitario Agostino Gemelli IRCSS, Rome, Italy
| | - Alessandra Pacilli
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, Italy
| | | | - Eduardo Palermo
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, Italy
| | - Anna Rita Bentivoglio
- Fondazione Policlinico Universitario Agostino Gemelli IRCSS, Rome, Italy; Department of Geriatrics, Neurosciences and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Luca Padua
- Fondazione Policlinico Universitario Agostino Gemelli IRCSS, Rome, Italy; Department of Geriatrics, Neurosciences and Orthopaedics, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
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Hasegawa N, Shah VV, Carlson-Kuhta P, Nutt JG, Horak FB, Mancini M. How to Select Balance Measures Sensitive to Parkinson's Disease from Body-Worn Inertial Sensors-Separating the Trees from the Forest. SENSORS 2019; 19:s19153320. [PMID: 31357742 PMCID: PMC6696209 DOI: 10.3390/s19153320] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 07/24/2019] [Accepted: 07/25/2019] [Indexed: 11/16/2022]
Abstract
This study aimed to determine the most sensitive objective measures of balance dysfunction that differ between people with Parkinson’s Disease (PD) and healthy controls. One-hundred and forty-four people with PD and 79 age-matched healthy controls wore eight inertial sensors while performing tasks to measure five domains of balance: standing posture (Sway), anticipatory postural adjustments (APAs), automatic postural responses (APRs), dynamic posture (Gait) and limits of stability (LOS). To reduce the initial 93 measures, we selected uncorrelated measures that were most sensitive to PD. After applying a threshold on the Standardized Mean Difference between PD and healthy controls, 44 measures remained; and after reducing highly correlated measures, 24 measures remained. The four most sensitive measures were from APAs and Gait domains. The random forest with 10-fold cross-validation on the remaining measures (n = 24) showed an accuracy to separate PD from healthy controls of 82.4%—identical to result for all measures. Measures from the most sensitive domains, APAs and Gait, were significantly correlated with the severity of disease and with patient-related outcomes. This method greatly reduced the objective measures of balance to the most sensitive for PD, while still capturing four of the five domains of balance.
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Affiliation(s)
- Naoya Hasegawa
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239-3098, USA
| | - Vrutangkumar V Shah
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239-3098, USA
| | - Patricia Carlson-Kuhta
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239-3098, USA
| | - John G Nutt
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239-3098, USA
| | - Fay B Horak
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239-3098, USA
| | - Martina Mancini
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239-3098, USA.
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Micó-Amigo ME, Kingma I, Heinzel S, Nussbaum S, Heger T, van Lummel RC, Berg D, Maetzler W, van Dieën JH. Dual vs. Single Tasking During Circular Walking: What Better Reflects Progression in Parkinson's Disease? Front Neurol 2019; 10:372. [PMID: 31139130 PMCID: PMC6527841 DOI: 10.3389/fneur.2019.00372] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 03/26/2019] [Indexed: 12/31/2022] Open
Abstract
Background and Aim: Reliable, valid and sensitive measures of dual-task-associated impairments in patients with Parkinson's disease (PD) may reveal progressive deficits unnoticed under single-task walking. The aim of this study was to quantitatively identify markers of progressive gait deficits in idiopathic PD while walking over a circular trajectory condition in single-task walking and in different dual-task conditions: (1) circular walking while checking boxes on a paper sheet as fast as possible and (2) circular walking while performing subtraction of 7 as fast as possible. In addition, we aimed to study the added value of dual-tasking assessment over single (circular) walking task assessment in the study of PD progression. Methods: The assessments were performed every 6 months over a (up to) 5 years period for 22 patients in early-stage PD, 27 patients in middle-stage PD and 25 healthy controls (HC). Longitudinal changes of 27 gait features extracted from accelerometry were compared between PD groups and HCs using generalized estimating equations analysis, accounting for gait speed, age, and levodopa medication state confounders when required. In addition, dual-task-interference with gait and cognitive performance was assessed, as well as their combination. Results: The results support the validity and robustness of some of the gait features already identified in our previous work as progression markers of the disease in single-task circular walking. However, fewer gait features from dual-task than from single-task assessments were identified as markers of progression in PD. Moreover, we did not clearly identify progressive worsening of dual-task-interference in patients with PD, although some group differences between early and middle stages of PD vs. the control group were observed for dual-task interference with the gait task and with the concurrent tasks. Conclusions: Overall, the results showed that dual-tasking did not have added value in the study of PD progression from circular gait assessments. Our analyses suggest that, while single-task walking might be sensitive enough, dual-tasking may introduce additional (error) variance to the data and may represent complex composite measures of cognitive and motor performance.
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Affiliation(s)
- M Encarna Micó-Amigo
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Idsart Kingma
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Sebastian Heinzel
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany
| | - Susanne Nussbaum
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Tanja Heger
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | | | - Daniela Berg
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany.,Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Walter Maetzler
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany.,Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Jaap H van Dieën
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
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Micó-Amigo ME, Kingma I, Heinzel S, Rispens SM, Heger T, Nussbaum S, van Lummel RC, Berg D, Maetzler W, van Dieën JH. Potential Markers of Progression in Idiopathic Parkinson's Disease Derived From Assessment of Circular Gait With a Single Body-Fixed-Sensor: A 5 Year Longitudinal Study. Front Hum Neurosci 2019; 13:59. [PMID: 30837857 PMCID: PMC6389786 DOI: 10.3389/fnhum.2019.00059] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 02/04/2019] [Indexed: 12/03/2022] Open
Abstract
Background and Aim: Development of objective, reliable and easy-to-use methods to obtain progression markers of Parkinson's disease (PD) is required to evaluate interventions and to advance research in PD. This study aimed to provide quantitative markers of progression in idiopathic PD from the assessment of circular gait (walking in circles) with a single body-fixed inertial sensor placed on the lower back. Methods: The assessments were performed every 6 months over a (up to) 5 years period for 22 patients in early-stage PD, 27 patients in middle-stage PD and 25 healthy controls (HC). Longitudinal changes of 24 gait features extracted from accelerometry were compared between PD groups and HCs with generalized estimating equations (GEE) analysis, accounting for gait speed, age and levodopa medication state confounders when required. Results: Five gait features indicated progressive worsening in early stages of PD: number of steps, total duration and harmonic ratios calculated from vertical (VT), medio-lateral (ML), and anterior-posterior (AP) accelerations. For middle stages of PD, three gait features were identified as potential progression markers: stride time variability, and stride regularity from VT and AP acceleration. Conclusion: Faster progressive worsening of gait features in early and middle stages of PD relative to healthy controls over 5 years confirmed the potential of accelerometry-based assessments as quantitative progression markers in early and middle stages of the disease. The difference in significant parameters between both PD groups suggests that distinct domains of gait deteriorate in these PD stages. We conclude that instrumented circular walking assessment is a practical and useful tool in the assessment of PD progression that may have relevant potential to be implemented in clinical trials and even clinical routine, particularly in a developing digital era.
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Affiliation(s)
- M. Encarna Micó-Amigo
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Idsart Kingma
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Sebastian Heinzel
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany
| | - Sietse M. Rispens
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
- Personal Health Department, Philips Research Europe, Eindhoven, Netherlands
| | - Tanja Heger
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Susanne Nussbaum
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | | | - Daniela Berg
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany
- Personal Health Department, Philips Research Europe, Eindhoven, Netherlands
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Walter Maetzler
- Department of Neurology, Christian-Albrechts-University, Kiel, Germany
- Personal Health Department, Philips Research Europe, Eindhoven, Netherlands
- Department of Neurodegeneration, Center of Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Jaap H. van Dieën
- Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, Netherlands
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Ambrus M, Sanchez JA, Fernandez-Del-Olmo M. Walking on a treadmill improves the stride length-cadence relationship in individuals with Parkinson's disease. Gait Posture 2019; 68:136-140. [PMID: 30476690 DOI: 10.1016/j.gaitpost.2018.11.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 09/03/2018] [Accepted: 11/17/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND The gait pattern in Parkinson´s disease (PD) is characterized by a deficit in the internal regulation of stride length (SL), while the control of cadence (Cad) remains intact. The use of the treadmill as a gait rehabilitation tool has provided novel options for treatment of gait impairments in PD. However, it remains unclear whether walking on the treadmill changes the stride length-cadence relationship (SLCrel) in PD. The purpose of the present study was to analyze the SLCrel in PD subjects walking on a treadmill vs. overground, and to further compare the SLCrel to that of age-matched healthy subjects. METHODS Fifteen PD subjects and fifteen age-matched controls walked overground and on a treadmill at five different self-selected speeds. Gait speed, SL and Cad were recorded at each self-selected speed. A linear regression analysis was conducted to explore the SLCrel and to determine the slope and intercept for each participant. RESULTS PD subjects showed a lower intercept than control subjects when walking both overground and on a treadmill (F = 8.51, p = 0.007). In comparison with walking overground, walking on a treadmill resulted in a significant increase in the intercept in both PD and control groups (F = 12.17, p = 0.002). There were no significant differences in the slope of the SLCrel. CONCLUSION PD subjects are able to improve the internal regulation of SL when walking on a treadmill. Our results confirm the potential therapeutic effects of treadmill training for gait rehabilitation in PD and suggest that the mechanisms underlying the positive effects of treadmill training on PD subjects are sustained.
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Affiliation(s)
- M Ambrus
- Departamento de Educacion Fisica e Deportiva, Facultade de Ciencias do Deporte e a Educacion Fisica, Universidade da Coruna, Av. Ernesto Che Guevara 121, Pazos-Lians, 15179, Oleiros, A Coruna, Spain.
| | - J A Sanchez
- Departamento de Educacion Fisica e Deportiva, Facultade de Ciencias do Deporte e a Educacion Fisica, Universidade da Coruna, Av. Ernesto Che Guevara 121, Pazos-Lians, 15179, Oleiros, A Coruna, Spain.
| | - M Fernandez-Del-Olmo
- Departamento de Educacion Fisica e Deportiva, Facultade de Ciencias do Deporte e a Educacion Fisica, Universidade da Coruna, Av. Ernesto Che Guevara 121, Pazos-Lians, 15179, Oleiros, A Coruna, Spain.
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Chastan N, Bair WN, Resnick SM, Studenski SA, Decker LM. Prediagnostic markers of idiopathic Parkinson's disease: Gait, visuospatial ability and executive function. Gait Posture 2019; 68:500-505. [PMID: 30616180 DOI: 10.1016/j.gaitpost.2018.12.039] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 10/24/2018] [Accepted: 12/25/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Idiopathic Parkinson's disease (IPD) has a long preclinical phase. RESEARCH QUESTION This study assesses data on prediagnostic markers of IPD from a longitudinal, natural history study of aging. METHODS Participants were selected from the database of the Baltimore Longitudinal Study of Aging, and included 10 prediagnosed IPD cases (eight men and two women) and 30 age and sex matched healthy controls. Patients with prediagnosed IPD had already had an assessment for IPD 2.6 ± 1.3 years (range 1.0-5.3 years) before the actual diagnosis, including: gait speed (six-meter corridor walk), spatio-temporal gait parameters using Vicon motion capture, balance, upper-limb motor skills, neuropsychological profile, and non-motor symptoms. RESULTS Prediagnosed IPD cases compared to controls had slower gait speed (Δ=-0.13 m.s-1, p = 0.03) due to shorter step length (Δ=-5 cm, p = 0.004), worse visuospatial ability (card rotation test, Δ=-42, p = 0.0001) and worse executive function (category fluency test, Δ=-2.6, p = 0.04). SIGNIFICANCE Our findings identify dimensions that merit further study as prediagnostic markers of Idiopathic Parkinson's disease to identify patients who might benefit from future neuroprotective therapy in order to delay, or prevent, clinical manifestations.
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Affiliation(s)
- Nathalie Chastan
- Normandie Univ, UNICAEN, INSERM, COMETE, F 14000, Caen, France; Rouen University Hospital, Department of Neurophysiology, F 76000, Rouen, France.
| | - Woei-Nan Bair
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Susan M Resnick
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Stephanie A Studenski
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, 21224, USA
| | - Leslie M Decker
- Normandie Univ, UNICAEN, INSERM, COMETE, F 14000, Caen, France
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Rai SN, Dilnashin H, Birla H, Singh SS, Zahra W, Rathore AS, Singh BK, Singh SP. The Role of PI3K/Akt and ERK in Neurodegenerative Disorders. Neurotox Res 2019; 35:775-795. [PMID: 30707354 DOI: 10.1007/s12640-019-0003-y] [Citation(s) in RCA: 230] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 01/05/2019] [Accepted: 01/15/2019] [Indexed: 12/27/2022]
Abstract
Disruption of Akt and Erk-mediated signal transduction significantly contributes in the pathogenesis of various neurodegenerative diseases (NDs), such as Parkinson's disease, Alzheimer's diseases, Huntington's disease, and many others. These regulatory proteins serve as the regulator of cell survival, motility, transcription, metabolism, and progression of the cell cycle. Therefore, targeting Akt and Erk pathway has been proposed as a reasonable approach to suppress ND progression. This review has emphasized on involvement of Akt/Erk cascade in the neurodegeneration. Akt has been reported to regulate neuronal toxicity through its various substrates like FOXos, GSK3β, and caspase-9 etc. Akt is also involved with PI3K in signaling pathway to mediate neuronal survival. ERK is another kinase which also regulates proliferation, differentiation, and survival of the neural cell. There has also been much progress in developing a therapeutic molecule targeting Akt and Erk signaling. Therefore, improved understanding of the molecular mechanism behind the regulatory aspect of Akt and Erk networks can make strong impact on exploration of the neurodegenerative disease pathogenesis.
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Key Words
- 6-OHDA, 6-hydroxydopamine
- BDNF, brain-derived neurotrophic factor
- HD, Huntington disease
- MAPK, mitogen-activated protein-extracellular kinase
- MPTP, 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine
- NDs, neurodegenerative disorders
- Nrf2, nuclear factor erythroid 2 p45-related factor 2
- PD, Parkinson’s disease
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Affiliation(s)
- Sachchida Nand Rai
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Hagera Dilnashin
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Hareram Birla
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Saumitra Sen Singh
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Walia Zahra
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Aaina Singh Rathore
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India
| | - Brijesh Kumar Singh
- Department of Pathology and Cell Biology, Columbia University Medical Centre, Columbia University, New York, NY, 10032, USA
| | - Surya Pratap Singh
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi, 221005, India.
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Kleppang TT, Jørgensen L. Dynamic balance and gait speed improve in persons with Parkinson´s disease after Lee Silverman Voice Treatment (LSVT)-BIG training: a single subject experimental design study. EUROPEAN JOURNAL OF PHYSIOTHERAPY 2019. [DOI: 10.1080/21679169.2018.1551420] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
| | - Lone Jørgensen
- Department of Health and Care Sciences, Faculty of Health Sciences, University of Troms⊘, The Arctic University of Norway, Troms⊘, Norway
- Department of Clinical Therapeutic Services, University Hospital of North Norway, Troms⊘, Norway
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Intzandt B, Beck EN, Silveira CR. The effects of exercise on cognition and gait in Parkinson’s disease: A scoping review. Neurosci Biobehav Rev 2018; 95:136-169. [DOI: 10.1016/j.neubiorev.2018.09.018] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2018] [Revised: 09/23/2018] [Accepted: 09/24/2018] [Indexed: 10/28/2022]
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Creaby MW, Cole MH. Gait characteristics and falls in Parkinson's disease: A systematic review and meta-analysis. Parkinsonism Relat Disord 2018; 57:1-8. [DOI: 10.1016/j.parkreldis.2018.07.008] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 06/28/2018] [Accepted: 07/16/2018] [Indexed: 12/26/2022]
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Dalla Bella S. Music and movement: Towards a translational approach. Neurophysiol Clin 2018; 48:377-386. [PMID: 30396753 DOI: 10.1016/j.neucli.2018.10.067] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 10/14/2018] [Indexed: 12/21/2022] Open
Abstract
Rhythmic abilities are highly widespread in the general population. Most people can extract the regular beat of music, and align their movements with it. The aim of a translational approach for music and movement is to build on current fundamental research and theories of beat perception and synchronization to devise music-based interventions, which are informed by theory. To illustrate this approach, Parkinson's disease is taken as a model, with a focus on the positive effects of rhythmic auditory cueing on walking. In Parkinson's disease, a relation is found between the success of this music-based intervention and individual differences in rhythmic abilities. Patients with relatively spared rhythmic abilities are the most likely to benefit from cueing. Moreover, rhythmic auditory cueing can be optimized by using mobile technologies (tablets and smartphones), in the form of dedicated apps or serious games. A similar translational approach to the study of music, rhythm, and movement can be extended to remediation of cognitive, speech and language functions in other patient populations, such as children and adults with neurodevelopemental disorders.
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Affiliation(s)
- Simone Dalla Bella
- International Laboratory for Brain, Music, and Sound Research (BRAMS), Montreal, Canada; Department of Psychology, University of Montreal, Montreal, Canada; Centre for Research on Brain, Language and Music (CRBLM), Montreal, Canada.
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Zhang M, Artan NS, Gu H, Dong Z, Burina Ganatra L, Shermon S, Rabin E. Gait Study of Parkinson's Disease Subjects Using Haptic Cues with A Motorized Walker. SENSORS (BASEL, SWITZERLAND) 2018; 18:E3549. [PMID: 30347753 PMCID: PMC6210411 DOI: 10.3390/s18103549] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 10/16/2018] [Accepted: 10/17/2018] [Indexed: 11/23/2022]
Abstract
Gait abnormalities are one of the distinguishing symptoms of patients with Parkinson's disease (PD) that contribute to fall risk. Our study compares the gait parameters of people with PD when they walk through a predefined course under different haptic speed cue conditions (1) without assistance, (2) pushing a conventional rolling walker, and (3) holding onto a self-navigating motorized walker under different speed cues. Six people with PD were recruited at the New York Institute of Technology College of Osteopathic Medicine to participate in this study. Spatial posture and gait data of the test subjects were collected via a VICON motion capture system. We developed a framework to process and extract gait features and applied statistical analysis on these features to examine the significance of the findings. The results showed that the motorized walker providing a robust haptic cue significantly improved gait symmetry of PD subjects. Specifically, the asymmetry index of the gait cycle time was reduced from 6.7% when walking without assistance to 0.56% and below when using a walker. Furthermore, the double support time of a gait cycle was reduced by 4.88% compared to walking without assistance.
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Affiliation(s)
- Minhua Zhang
- College of Engineering and Computing Sciences, New York Institute of Technology, New York, NY 10023, USA.
| | - N Sertac Artan
- College of Engineering and Computing Sciences, New York Institute of Technology, New York, NY 10023, USA.
| | - Huanying Gu
- College of Engineering and Computing Sciences, New York Institute of Technology, New York, NY 10023, USA.
| | - Ziqian Dong
- College of Engineering and Computing Sciences, New York Institute of Technology, New York, NY 10023, USA.
| | - Lyudmila Burina Ganatra
- College of Osteopathic Medicine, New York Institute of Technology, 101 Northern Blvd, Glen Head, NY 11545, USA.
| | - Suzanna Shermon
- College of Osteopathic Medicine, New York Institute of Technology, 101 Northern Blvd, Glen Head, NY 11545, USA.
| | - Ely Rabin
- College of Osteopathic Medicine, New York Institute of Technology, 101 Northern Blvd, Glen Head, NY 11545, USA.
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Effects of Acute Transcranial Direct Current Stimulation on Gait Kinematics of Individuals With Parkinson Disease. TOPICS IN GERIATRIC REHABILITATION 2018. [DOI: 10.1097/tgr.0000000000000203] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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