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Oliveira CM, Hayiou-Thomas ME, Henderson LM. Reliability of the serial reaction time task: If at first you don't succeed, try, try, try again. Q J Exp Psychol (Hove) 2024:17470218241232347. [PMID: 38311604 DOI: 10.1177/17470218241232347] [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: 02/06/2024]
Abstract
Procedural memory is involved in the acquisition and control of skills and habits that underlie rule and procedural learning, including the acquisition of grammar and phonology. The serial reaction time task (SRTT), commonly used to assess procedural learning, has been shown to have poor stability (test-retest reliability). We investigated factors that may affect the stability of the SRTT in adults. Experiment 1 examined whether the similarity of sequences learned in two sessions would impact stability: test-retest correlations were low regardless of sequence similarity (r < .31). Experiment 2 added a third session to examine whether individual differences in learning would stabilise with further training. There was a small (but nonsignificant) improvement in stability for later sessions (Sessions 1 and 2: r = .42; Sessions 2 and 3: r = .60). Stability of procedural learning on the SRTT remained suboptimal in all conditions, posing a serious obstacle to the use of this task as a sensitive predictor of individual differences and ultimately theoretical advance.
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2
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Weizenbaum EL, Soberanes D, Hsieh S, Molinare CP, Buckley RF, Betensky RA, Properzi MJ, Marshall GA, Rentz DM, Johnson KA, Sperling RA, Amariglio RE, Papp KV. Capturing learning curves with the multiday Boston Remote Assessment of Neurocognitive Health (BRANCH): Feasibility, reliability, and validity. Neuropsychology 2024; 38:198-210. [PMID: 37971862 PMCID: PMC10841660 DOI: 10.1037/neu0000933] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVE Unsupervised remote digital cognitive assessment makes frequent testing feasible and allows for measurement of learning over repeated evaluations on participants' own devices. This provides the opportunity to derive individual multiday learning curve scores over short intervals. Here, we report feasibility, reliability, and validity, of a 7-day cognitive battery from the Boston Remote Assessment for Neurocognitive Health (Multiday BRANCH), an unsupervised web-based assessment. METHOD Multiday BRANCH was administered remotely to 181 cognitively unimpaired older adults using their own electronic devices. For 7 consecutive days, participants completed three tests with associative memory components (Face-Name, Groceries-Prices, Digit Signs), using the same stimuli, to capture multiday learning curves for each test. We assessed the feasibility of capturing learning curves across the 7 days. Additionally, we examined the reliability and associations of learning curves with demographics, and traditional cognitive and subjective report measures. RESULTS Multiday BRANCH was feasible with 96% of participants completing all study assessments; there were no differences dependent on type of device used (t = 0.71, p = .48) or time of day completed (t = -0.08, p = .94). Psychometric properties of the learning curves were sound including good test-retest reliability of individuals' curves (intraclass correlation = 0.94). Learning curves were positively correlated with in-person cognitive tests and subjective report of cognitive complaints. CONCLUSIONS Multiday BRANCH is a feasible, reliable, and valid cognitive measure that may be useful for identifying subtle changes in learning and memory processes in older adults. In the future, we will determine whether Multiday BRANCH is predictive of the presence of preclinical Alzheimer's disease. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- Emma L Weizenbaum
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School
| | - Daniel Soberanes
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Stephanie Hsieh
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Cassidy P Molinare
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Rachel F Buckley
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Rebecca A Betensky
- Department of Biostatistics, School of Global Public Health, New York University
| | - Michael J Properzi
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School
| | - Gad A Marshall
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Dorene M Rentz
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Keith A Johnson
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School
| | - Reisa A Sperling
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Rebecca E Amariglio
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
| | - Kathryn V Papp
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School
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3
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Palma GCS, Freitas TB, Bonuzzi GMG, Torriani-Pasin C. Does Cognitive Impairment Impact Motor Learning? A Scoping Review of Elderly Individuals With Alzheimer's Disease and Mild Cognitive Impairment. Percept Mot Skills 2023; 130:1924-1951. [PMID: 37337358 DOI: 10.1177/00315125231182732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
Individuals with cognitive impairment may have motor learning deficits due to the high engagement of cognitive mechanisms during motor skill acquisition. We conducted a scoping review to address the quality of current research on the relationship between cognitive impairments (i.e., deficits in attention, memory, planning and executive functions) and motor learning among older adults with Alzheimer's Disease or Mild Cognitive Impairment. After screening thousands of articles, we selected 15 studies describing cognitive assessment tools, experimental designs, and the severity of cognitive impairment. Although seven studies reported that cognitive impairment impaired motor learning, most studies included a high risk of bias. We identified multiple assessment tools across these studies that make comparisons among findings difficult. Future research in this area should focus on the influence of increased practice days during motor learning acquisition and incorporate both retention and transfer tests. Cognitive assessments should target the specific cognitive skills or deficits most closely related to the motor learning process.
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Affiliation(s)
- Gisele C S Palma
- Motor Behavior Research in Neurorehabilitation (GEPENEURO), Laboratory of Motor Behavior (LACOM), University of São Paulo, São Paulo, Brazil
| | - Tatiana B Freitas
- Motor Behavior Research in Neurorehabilitation (GEPENEURO), Laboratory of Motor Behavior (LACOM), University of São Paulo, São Paulo, Brazil
| | - Giordano Márcio G Bonuzzi
- Department of Physical Education, State University of Piauí, Picos, Piauí, Brazil
- Department of Physical Education, Federal University of Vale do São Francisco, Petrolina, Pernambuco, Brazil
| | - Camila Torriani-Pasin
- Motor Behavior Research in Neurorehabilitation (GEPENEURO), Laboratory of Motor Behavior (LACOM), University of São Paulo, São Paulo, Brazil
- Neurorehabilitation, Exercise Science and Learning (NEUROEXCEL), Department of Physical Therapy and Movement Sciences, The University of Texas at El Paso, El Paso, Texas, USA
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4
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Malek-Ahmadi M, Duff K, Chen K, Su Y, King JB, Koppelmans V, Schaefer SY. Volumetric regional MRI and neuropsychological predictors of motor task variability in cognitively unimpaired, Mild Cognitive Impairment, and probable Alzheimer's disease older adults. Exp Gerontol 2023; 173:112087. [PMID: 36639062 PMCID: PMC9974847 DOI: 10.1016/j.exger.2023.112087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/24/2022] [Accepted: 01/09/2023] [Indexed: 01/12/2023]
Abstract
INTRODUCTION The mechanisms linking motor function to Alzheimer's disease (AD) progression have not been well studied, despite evidence of AD pathology within motor brain regions. Thus, there is a need for new motor measure that is sensitive and specific to AD. METHODS In a sample of 121 older adults (54 cognitive unimpaired [CU], 35 amnestic Mild Cognitive Impairment [aMCI], and 32 probable mild AD), intrasubject standard deviation (ISD) across six trials of a novel upper-extremity motor task was predicted with volumetric regional gray matter and neuropsychological scores using classification and regression tree (CART) analyses. RESULTS Both gray matter and neuropsychological CART models indicated that motor task ISD (our measure of motor learning) was related to cortical regions and cognitive test scores associated with memory, executive function, and visuospatial skills. CART models also accurately distinguished motor task ISD of MCI and probable mild AD from CU. DISCUSSION Variability in motor task performance across practice trials may be valuable for understanding preclinical and early-stage AD.
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Affiliation(s)
- Michael Malek-Ahmadi
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America; Department of Biomedical Informatics, University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85006, United States of America
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Kewei Chen
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America
| | - Yi Su
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America
| | - Jace B King
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Vincent Koppelmans
- Department of Psychiatry, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, United States of America.
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5
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Wang P, Lingo VanGilder J, Schweighofer N, Schaefer SY. Rey-Osterrieth complex figure recall scores and motor skill learning in older adults: A non-linear mixed effect model-based analysis. Hum Mov Sci 2022; 86:103004. [PMID: 36191575 PMCID: PMC11285843 DOI: 10.1016/j.humov.2022.103004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 08/18/2022] [Accepted: 09/24/2022] [Indexed: 11/04/2022]
Abstract
Age-related declines in motor learning are well documented. Visuospatial memory has been proposed as a key factor explaining age-related declines in sensorimotor adaptation, but most studies have not used standardized visuospatial memory tests nor controlled for age-related visuospatial memory declines. The present study explores the relationship between visuospatial memory and motor learning in older adults while also controlling for age and utilizing a standardized visuospatial memory test. Forty-nine nondemented older adults repetitively practiced a functional upper-extremity motor task and were re-assessed one week later. Training data were modeled with mixed-effect exponential decay functions, with parameters representing amount of performance change, rate of improvement, and final performance. Age and visuospatial memory were included as possible covariates for the parameter measuring rate of improvement (τ). After controlling for age, higher visuospatial memory scores were associated with faster rates of skill acquisition and better short-term retention one week later. These associations with visuospatial memory were dependent, however, on the level of initial skill. These findings suggest that the extent of re-learning motor skills in geriatric physical rehabilitation may depend on intact visuospatial memory.
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Affiliation(s)
- Peiyuan Wang
- School of Biological and Health Systems Engineering, Arizona State University, USA
| | | | | | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, USA.
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6
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A study on how concurrent visual feedback affects motor learning of adjustability of grasping force in younger and older adults. Sci Rep 2022; 12:10755. [PMID: 35750894 PMCID: PMC9232577 DOI: 10.1038/s41598-022-14975-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 06/15/2022] [Indexed: 12/19/2022] Open
Abstract
In this study, we investigated the differences of the effectiveness from concurrent visual feedback among younger and older adults in learning tasks that require adjustability of grasping force (AGF), as well as the functions related to AGF in each generation. The younger and older adult groups were evaluated for simple visual reaction time as visual-motor speed (VMS) and a 100 g AGF task that reflected the difference between desired performance and actual performance. The main learning task was then practiced using concurrent visual feedback and tested without feedback. The VMS of older adults was slower than that of the younger, and the error in the 100 g AGF task was larger in older adults than in the younger adults. Performance improved from pre-test to retention test in both groups, but the older adult group failed to reach the level of the younger adult group. The results of this study show that concurrent visual feedback is effective for learning the tasks that require AGF in both groups. Indicatively, improvement in performance during practice is insufficient in older people for whom there is a large difference between desired performance and actual performance, or whose VMS is slow.
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Schaefer SY, Malek-Ahmadi M, Hooyman A, King JB, Duff K. Association Between Motor Task Performance and Hippocampal Atrophy Across Cognitively Unimpaired, Amnestic Mild Cognitive Impairment, and Alzheimer's Disease Individuals. J Alzheimers Dis 2022; 85:1411-1417. [PMID: 34958015 DOI: 10.3233/jad-210665] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Hippocampal atrophy is a widely used biomarker for Alzheimer's disease (AD), but the cost, time, and contraindications associated with magnetic resonance imaging (MRI) limit its use. Recent work has shown that a low-cost upper extremity motor task has potential in identifying AD risk. Fifty-four older adults (15 cognitively unimpaired, 24 amnestic mild cognitive impairment, and 15 AD) completed six motor task trials and a structural MRI. Several measures of motor task performance significantly predicted bilateral hippocampal volume, controlling for age, sex, education, and memory. Thus, this motor task may be an affordable, non-invasive screen for AD risk and progression.
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Affiliation(s)
- Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | | | - Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Jace B King
- Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT, USA
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Schaefer SY, Duff K, Hooyman A, Hoffman JM. Improving Prediction of Amyloid Deposition in Mild Cognitive Impairment With a Timed Motor Task. Am J Alzheimers Dis Other Demen 2022; 37:15333175211048262. [PMID: 35200059 PMCID: PMC10666206 DOI: 10.1177/15333175211048262] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cortical amyloid deposition is one of the hallmark biomarkers of Alzheimer's disease (AD). However, given how cost- and time-intensive amyloid imaging can be, there is a continued need for a low-cost, non-invasive, and accessible enrichment strategy to pre-screen individuals for their likelihood of amyloid prior to imaging. Previous work supports the use of coordinated limb movement as a potential screening tool, even after controlling for cognitive and daily function. Thirty-six patients diagnosed with amnestic mild cognitive impairment over the age of 65 underwent 18F-Flutemetamol amyloid-positron emission tomography (PET) imaging and then completed a timed motor task involving upper limb coordination. This task takes ∼5 minutes to administer and score. Multivariate linear regression and receiver operator characteristic analyses showed that including motor task performance improved model prediction of amyloid burden. Results support the rationale for including functional upper extremity motor assessment as a cost- and time-effective means to screen participants for amyloid deposition.
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Affiliation(s)
- Sydney Y. Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Kevin Duff
- Center for Alzheimer’s Care, Imaging, and Research, University of Utah, Salt Lake City, UT, USA
| | - Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - John M. Hoffman
- Center for Alzheimer’s Care, Imaging, and Research, University of Utah, Salt Lake City, UT, USA
- Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA
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9
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Schaefer SY, Hooyman A, Duff K. Using a Timed Motor Task to Predict One-Year Functional Decline in Amnestic Mild Cognitive Impairment. J Alzheimers Dis 2021; 77:53-58. [PMID: 32651327 DOI: 10.3233/jad-200518] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Affordable, noninvasive methods of predicting functional decline are needed for individuals at risk for Alzheimer's disease. This study tested whether a timed upper-extremity motor task predicted functional decline over one year in 79 adults diagnosed with amnestic mild cognitive impairment. Participants completed subjective and objective measures of daily functioning at baseline and one year later. Motor task performance and delayed memory were also evaluated at baseline. Motor task performance was a significant predictor of one-year follow-up daily functioning, improving model fits by 18- 35%. Thus, motor behavior has potential to be an affordable enrichment strategy that is sensitive to functional decline.
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Affiliation(s)
- Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging, and Research, University of Utah, Salt Lake City, UT, USA
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10
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Hooyman A, Talboom JS, DeBoth MD, Ryan L, Huentelman M, Schaefer SY. Remote, Unsupervised Functional Motor Task Evaluation in Older Adults across the United States Using the MindCrowd Electronic Cohort. Dev Neuropsychol 2021; 46:435-446. [PMID: 34612107 PMCID: PMC8671381 DOI: 10.1080/87565641.2021.1979005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 09/01/2021] [Accepted: 09/04/2021] [Indexed: 10/20/2022]
Abstract
COVID-19 has impacted the ability to evaluate motor function in older adults, as motor assessments typically require face-to-face interaction. One hundred seventy-seven older adults nationwide completed an unsupervised functional upper-extremity assessment at home. Data were compared to data from an independent sample of community-dwelling older adults (N = 250) assessed in lab. The effect of age on performance was similar between the in-lab and at-home groups. Practice effects were also similar. Assessing upper-extremity motor function remotely is feasible and reliable in community-dwelling older adults. This test offers a practical solution for telehealth practice and other research involving remote or geographically isolated individuals.
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Affiliation(s)
- Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
- The Arizona Alzheimer’s Consortium, Phoenix, AZ, USA
| | - Joshua S. Talboom
- The Arizona Alzheimer’s Consortium, Phoenix, AZ, USA
- Neurogenomics Division, The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Matthew D. DeBoth
- The Arizona Alzheimer’s Consortium, Phoenix, AZ, USA
- Neurogenomics Division, The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Lee Ryan
- The Arizona Alzheimer’s Consortium, Phoenix, AZ, USA
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, USA
| | - Matt Huentelman
- The Arizona Alzheimer’s Consortium, Phoenix, AZ, USA
- Neurogenomics Division, The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Sydney Y. Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
- The Arizona Alzheimer’s Consortium, Phoenix, AZ, USA
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11
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Solianik R, Mickevičienė D, Žlibinaitė L, Čekanauskaitė A. Tai chi improves psychoemotional state, cognition, and motor learning in older adults during the COVID-19 pandemic. Exp Gerontol 2021; 150:111363. [PMID: 33887380 PMCID: PMC8054611 DOI: 10.1016/j.exger.2021.111363] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 03/28/2021] [Accepted: 04/17/2021] [Indexed: 01/21/2023]
Abstract
The aim of this study was to determine the effect of a 10-week tai chi intervention on psychoemotional state, cognition, and motor learning in older adults during the COVID-19 pandemic. Participants aged 60-78 years were randomized to either a control group (n = 15) or a tai chi group (n = 15) for a 10-week period. The tai chi group received two, 8-form tai chi classes of 60 min duration per week. Changes in psychoemotional state, cognition, and the learning of fast and accurate reaching movements were assessed. In addition, the potential roles of the autonomic nervous system and brain-derived neurotrophic factor (BDNF) were investigated. Tai chi practice decreased (P < 0.05) perceived stress, whereas no change in autonomic nervous system activity was observed. Improvements in mental switching correlated with decreased depressive symptoms and increased BDNF levels (P < 0.05), whereas improvements in inhibitory control tended to correlate with BDNF levels (P = 0.08). Improvements in visuospatial processing tended to correlate with decreased depressive symptoms (P = 0.07) while improved visuospatial processing correlated with improved motor planning during learning tasks (P < 0.05). This study suggests that tai chi is an effective intervention that can be delivered under pandemic conditions to improve mental and physical function in older adults.
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Affiliation(s)
- Rima Solianik
- Department of Health Promotion and Rehabilitation, Lithuanian Sports University, Kaunas, Lithuania; Institute of Sports Science and Innovations, Lithuanian Sports University, Kaunas, Lithuania.
| | - Dalia Mickevičienė
- Department of Health Promotion and Rehabilitation, Lithuanian Sports University, Kaunas, Lithuania; Institute of Sports Science and Innovations, Lithuanian Sports University, Kaunas, Lithuania
| | - Laura Žlibinaitė
- Department of Health Promotion and Rehabilitation, Lithuanian Sports University, Kaunas, Lithuania
| | - Agnė Čekanauskaitė
- Department of Health Promotion and Rehabilitation, Lithuanian Sports University, Kaunas, Lithuania
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12
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Hooyman A, Talboom JS, DeBoth MD, Ryan L, Huentelman M, Schaefer SY. Remote, unsupervised functional motor task evaluation in older adults across the United States using the MindCrowd electronic cohort. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.05.17.21257333. [PMID: 34031669 PMCID: PMC8142671 DOI: 10.1101/2021.05.17.21257333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The COVID-19 pandemic has impacted the ability to evaluate motor function in older adults, as motor assessments typically require face-to-face interaction. This study tested whether motor function can be assessed at home. One hundred seventy-seven older adults nationwide (recruited through the MindCrowd electronic cohort) completed a brief functional upper-extremity assessment at home and unsupervised. Performance data were compared to data from an independent sample of community-dwelling older adults (N=250) assessed by an experimenter in-lab. The effect of age on performance was similar between the in-lab and at-home groups for both the dominant and non-dominant hand. Practice effects were also similar between the groups. Assessing upper-extremity motor function remotely is feasible and reliable in community-dwelling older adults. This test offers a practical solution in response to the COVID-19 pandemic and telehealth practice and other research involving remote or geographically isolated individuals.
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Affiliation(s)
- Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
- The Arizona Alzheimer's Consortium, Phoenix, AZ, USA
| | - Joshua S Talboom
- The Arizona Alzheimer's Consortium, Phoenix, AZ, USA
- Neurogenomics Division, The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Matthew D DeBoth
- The Arizona Alzheimer's Consortium, Phoenix, AZ, USA
- Neurogenomics Division, The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Lee Ryan
- The Arizona Alzheimer's Consortium, Phoenix, AZ, USA
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, USA
| | - Matt Huentelman
- The Arizona Alzheimer's Consortium, Phoenix, AZ, USA
- Neurogenomics Division, The Translational Genomics Research Institute (TGen), Phoenix, AZ, USA
| | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ, USA
- The Arizona Alzheimer's Consortium, Phoenix, AZ, USA
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13
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Kalantari S, Rounds JD, Kan J, Tripathi V, Cruz-Garza JG. Comparing physiological responses during cognitive tests in virtual environments vs. in identical real-world environments. Sci Rep 2021; 11:10227. [PMID: 33986337 PMCID: PMC8119471 DOI: 10.1038/s41598-021-89297-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Accepted: 04/19/2021] [Indexed: 01/23/2023] Open
Abstract
Immersive virtual environments (VEs) are increasingly used to evaluate human responses to design variables. VEs provide a tremendous capacity to isolate and readily adjust specific features of an architectural or product design. They also allow researchers to safely and effectively measure performance factors and physiological responses. However, the success of this form of design-testing depends on the generalizability of response measurements between VEs and real-world contexts. At the current time, there is very limited research evaluating the consistency of human response data across identical real and virtual environments. Rendering tools were used to precisely replicate a real-world classroom in virtual space. Participants were recruited and asked to complete a series of cognitive tests in the real classroom and in the virtual classroom. Physiological data were collected during these tests, including electroencephalography (EEG), electrocardiography (ECG), electrooculography (EOG), galvanic skin response (GSR), and head acceleration. Participants' accuracy on the cognitive tests did not significantly differ between the real classroom and the identical VE. However, the participants answered the tests more rapidly in the VE. No significant differences were found in eye blink rate and heart rate between the real and VR settings. Head acceleration and GSR variance were lower in the VE setting. Overall, EEG frequency band-power was not significantly altered between the real-world classroom and the VE. Analysis of EEG event-related potentials likewise indicated strong similarity between the real-world classroom and the VE, with a single exception related to executive functioning in a color-mismatch task.
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Affiliation(s)
- Saleh Kalantari
- Department of Design and Environmental Analysis, College of Human Ecology, Cornell University, Ithaca, USA.
| | - James D Rounds
- Department of Design and Environmental Analysis, College of Human Ecology, Cornell University, Ithaca, USA
| | - Julia Kan
- Department of Design and Environmental Analysis, College of Human Ecology, Cornell University, Ithaca, USA
| | - Vidushi Tripathi
- Department of Design and Environmental Analysis, College of Human Ecology, Cornell University, Ithaca, USA
| | - Jesus G Cruz-Garza
- Department of Design and Environmental Analysis, College of Human Ecology, Cornell University, Ithaca, USA.
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French MA, Cohen ML, Pohlig RT, Reisman DS. Fluid Cognitive Abilities Are Important for Learning and Retention of a New, Explicitly Learned Walking Pattern in Individuals After Stroke. Neurorehabil Neural Repair 2021; 35:419-430. [PMID: 33754890 DOI: 10.1177/15459683211001025] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND There is significant variability in poststroke locomotor learning that is poorly understood and affects individual responses to rehabilitation interventions. Cognitive abilities relate to upper extremity motor learning in neurologically intact adults, but have not been studied in poststroke locomotor learning. OBJECTIVE To understand the relationship between locomotor learning and retention and cognition after stroke. METHODS Participants with chronic (>6 months) stroke participated in 3 testing sessions. During the first session, participants walked on a treadmill and learned a new walking pattern through visual feedback about their step length. During the second session, participants walked on a treadmill and 24-hour retention was assessed. Physical and cognitive tests, including the Fugl-Meyer-Lower Extremity (FM-LE), Fluid Cognition Composite Score (FCCS) from the NIH Toolbox -Cognition Battery, and Spatial Addition from the Wechsler Memory Scale-IV, were completed in the third session. Two sequential regression models were completed: one with learning and one with retention as the dependent variables. Age, physical impairment (ie, FM-LE), and cognitive measures (ie, FCCS and Spatial Addition) were the independent variables. RESULTS Forty-nine and 34 participants were included in the learning and retention models, respectively. After accounting for age and FM-LE, cognitive measures explained a significant portion of variability in learning (R2 = 0.17, P = .008; overall model R2 = 0.31, P = .002) and retention (ΔR2 = 0.17, P = .023; overall model R2 = 0.44, P = .002). CONCLUSIONS Cognitive abilities appear to be an important factor for understanding locomotor learning and retention after stroke. This has significant implications for incorporating locomotor learning principles into the development of personalized rehabilitation interventions after stroke.
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Hooyman A, Malek-Ahmadi M, Fauth EB, Schaefer SY. Challenging the relationship of grip strength with cognitive status in older adults. Int J Geriatr Psychiatry 2021; 36:433-442. [PMID: 33027842 DOI: 10.1002/gps.5441] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 09/21/2020] [Accepted: 10/02/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Grip strength is a widely used motor assessment in ageing research and has repeatedly been shown to be associated with cognition. It has been proposed that grip strength could enhance cognitive screening in experimental or clinical research, but this study uses multiple data-driven approaches to caution against this interpretation. Furthermore, we introduce an alternative motor assessment, comparable to grip dynamometry, but has a more robust relationship with cognition among older adults. DESIGN Associations between grip strength and cognition (measured with the Montreal Cognitive Assessment) were analysed cross sectionally using multivariate regression in two datasets: (1) The Irish LongituDinal Study on Ageing (TILDA; N = 5,980, community-dwelling adults ages 49-80) and (2) an experimental dataset (N = 250, community-dwelling adults aged 39-98). Additional statistical simulations on TILDA tested how ceiling effects or skewness in these variables influenced these associations for quality control. RESULTS Grip strength was significantly but weakly associated with cognition, consistent with previous studies. Simulations revealed this was not due to skewness/ceiling effects. Conversely, a new alternative motor assessment (functional reaching [FR]) had a stronger, more robust and more sensitive relationship with cognition compared to grip strength. CONCLUSIONS Grip strength should be cautiously interpreted as being associated with cognition. However, FR may have a stronger and clinically useful relationship with cognition.
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Affiliation(s)
- Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona, USA
| | | | - Elizabeth B Fauth
- Department of Human Development and Family Studies, Utah State University, Logan, Utah, USA
| | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona, USA
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16
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French MA, Morton SM, Reisman DS. Use of explicit processes during a visually guided locomotor learning task predicts 24-h retention after stroke. J Neurophysiol 2021; 125:211-222. [PMID: 33174517 PMCID: PMC8087382 DOI: 10.1152/jn.00340.2020] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 11/02/2020] [Accepted: 11/03/2020] [Indexed: 01/19/2023] Open
Abstract
Implicit and explicit processes can occur within a single locomotor learning task. The combination of these learning processes may impact how individuals acquire/retain the task. Because these learning processes rely on distinct neural pathways, neurological conditions may selectively impact the processes that occur, thus, impacting learning and retention. Thus, our purpose was to examine the contribution of implicit and explicit processes during a visually guided walking task and characterize the relationship between explicit processes and performance/retention in stroke survivors and age-matched healthy adults. Twenty chronic stroke survivors and twenty healthy adults participated in a 2-day treadmill study. Day 1 included baseline, acquisition1, catch, acquisition2, and immediate retention phases, and day 2 included 24-h retention. During acquisition phases, subjects learned to take a longer step with one leg through distorted visual feedback. During catch and retention phases, visual feedback was removed and subjects were instructed to walk normally (catch) or how they walked during the acquisition phases (retention). Change in step length from baseline to catch represented implicit processes. Change in step length from catch to the end of acquisition2 represented explicit processes. A mixed ANOVA found no difference in the type of learning between groups (P = 0.74). There was a significant relationship between explicit processes and 24-h retention in stroke survivors (r = 0.47, P = 0.04) but not in healthy adults (r = 0.34, P = 0.15). These results suggest that stroke may not affect the underlying learning mechanisms used during locomotor learning, but that these mechanisms impact how well stroke survivors retain the new walking pattern.NEW & NOTEWORTHY This study found that stroke survivors used implicit and explicit processes similar to age-matched healthy adults during a visually guided locomotion learning task. The amount of explicit processes was related to how well stroke survivors retained the new walking pattern but not to how well they performed during the task. This work illustrates the importance of understanding the underlying learning mechanisms to maximize retention of a newly learned motor behavior.
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Affiliation(s)
- Margaret A French
- Department of Physical Therapy, University of Delaware, Newark, Delaware
- Biomechanics and Movement Science Program, University of Delaware, Newark, Delaware
| | - Susanne M Morton
- Department of Physical Therapy, University of Delaware, Newark, Delaware
- Biomechanics and Movement Science Program, University of Delaware, Newark, Delaware
| | - Darcy S Reisman
- Department of Physical Therapy, University of Delaware, Newark, Delaware
- Biomechanics and Movement Science Program, University of Delaware, Newark, Delaware
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VanGilder JL, Hooyman A, Peterson DS, Schaefer SY. Post-stroke cognitive impairments and responsiveness to motor rehabilitation: A review. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2020; 8:461-468. [PMID: 33767922 PMCID: PMC7987128 DOI: 10.1007/s40141-020-00283-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2020] [Indexed: 01/08/2023]
Abstract
PURPOSE OF REVIEW a)This review discusses the prevalence of cognitive deficits following stroke and their impact on responsiveness to therapeutic intervention within a motor learning context. RECENT FINDINGS b)Clinical and experimental studies have established that post-stroke cognitive and motor deficits may impede ambulation, augment fall risk, and influence the efficacy of interventions. Recent research suggests the presence of cognitive deficits may play a larger role in motor recovery than previously understood. SUMMARY c)Considering that cognitive impairments affect motor relearning, post-stroke motor rehabilitation therapies may benefit from formal neuropsychological testing. For example, early work suggests that in neurotypical adults, cognitive function may be predictive of responsiveness to motor rehabilitation and cognitive training may improve mobility. This sets the stage for investigations probing these topics in people post-stroke. Moreover, the neural basis for and extent to which these cognitive impairments influence functional outcome remains largely unexplored and require additional investigation.
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Affiliation(s)
| | - Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University
| | - Daniel S. Peterson
- College of Health Solutions, Arizona State University
- U.S. Department of Veterans Affairs, Phoenix, AZ, USA
- Department of Physical Therapy and Athletic Training, University of Utah
| | - Sydney Y. Schaefer
- School of Biological and Health Systems Engineering, Arizona State University
- Department of Physical Therapy and Athletic Training, University of Utah
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18
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Neural correlates of within-session practice effects in mild motor impairment after stroke: a preliminary investigation. Exp Brain Res 2020; 239:151-160. [PMID: 33130906 DOI: 10.1007/s00221-020-05964-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 10/16/2020] [Indexed: 12/20/2022]
Abstract
While the structural integrity of the corticospinal tract (CST) has been shown to support motor performance after stroke, the neural correlates of within-session practice effects are not known. The purpose of this preliminary investigation was to examine the structural brain correlates of within-session practice effects on a functional motor task completed with the more impaired arm after stroke. Eleven individuals with mild motor impairment (mean age 57.0 ± 9.4 years, mean months post-stroke 37.0 ± 66.1, able to move ≥ 26 blocks on the Box and Blocks Test) due to left hemisphere stroke completed structural MRI and practiced a functional motor task that involved spooning beans from a start cup to three distal targets. Performance on the motor task improved with practice (p = 0.004), although response was variable. Baseline motor performance (Block 1) correlated with integrity of the CST (r = - 0.696) while within-session practice effects (change from Block 1 to Block 3) did not. Instead, practice effects correlated with degree of lesion to the superior longitudinal fasciculus (r = 0.606), a pathway that connects frontal and parietal brain regions previously shown to support motor learning. This difference between white matter tracts associated with baseline motor performance and within-session practice effects may have implications for understanding response to motor practice and the application of brain-focused intervention approaches aimed at improving hand function after stroke.
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Exploring the relationship between visuospatial function and age-related deficits in motor skill transfer. Aging Clin Exp Res 2020; 32:1451-1458. [PMID: 31520336 DOI: 10.1007/s40520-019-01345-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Accepted: 08/31/2019] [Indexed: 12/11/2022]
Abstract
BACKGROUND Generalizing learned information from one motor task to another is critical for effective motor rehabilitation. A recent study demonstrated age-related declines in motor skill transfer, yet findings from other motor learning studies suggest that visuospatial impairments may explain such aging effects. AIMS The purpose of this secondary analysis was to test whether age-related deficits in motor skill transfer were related to low visuospatial ability. METHODS Forty-two participants (mean ± SD age: 72.1 ± 9.9 years) were tested on an upper extremity dexterity task before and after 3 days of training on an upper extremity reaching task. Training and control data have been published previously. Prior to training, global cognitive status and specific cognitive domains (visuospatial/executive, attention, and delayed memory) were evaluated using the Montreal Cognitive Assessment. RESULTS Backward-stepwise linear regression indicated that the Visuospatial/Executive subtest was related to motor skill transfer (i.e., the amount of change in performance on the untrained motor task), such that participants with higher visuospatial scores improved more on the untrained dexterity task than those with lower scores. Global cognitive status was unrelated to motor skill transfer. DISCUSSION Consistent with previous studies showing a positive relationship between visuospatial function and other aspects of motor learning, this secondary analysis indicates that less motor skill transfer among older adults may indeed be due to declines in visuospatial function. CONCLUSIONS The present study highlights the potential utility of assessing older patients' visuospatial ability within motor rehabilitation to provide valuable insight into the extent to which they may learn and generalize motor skills through training.
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20
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Predicting motor skill learning in older adults using visuospatial performance. JOURNAL OF MOTOR LEARNING AND DEVELOPMENT 2020; 8:38-51. [PMID: 34109252 DOI: 10.1123/jmld.2018-0017] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Between-group comparisons of older and younger adults suggest that motor learning decreases with advancing age. However, such comparisons do not necessarily account for group differences in cognitive function, despite the co-occurrence of aging and cognitive decline. As such, cognitive differences may explain the observed age effects on motor learning. Recent work has shown that the extent to which a motor task is learned is related to visuospatial function in adults over age 65. The current study tested whether this relationship is replicable across a wider age range and with a brief, widely available cognitive test. Thirty-three adults (aged 39-89 years old) completed the Montreal Cognitive Assessment (MoCA) prior to practicing a functional upper extremity motor task; performance on the motor task was assessed 24 hours later to quantify learning. Backward elimination stepwise linear regression identified which cognitive domains significantly predicted retention. Consistent with previous findings, only the Visuospatial/Executive subtest score predicted change in performance 24 hours later, even when accounting for participant age. Thus, the age-related declines in motor learning that have been reported previously may be explained in part by deficits in visuospatial function that can occur with advancing age.
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Paul SS, Dibble LE, Olivier GN, Walter C, Duff K, Schaefer SY. Dopamine replacement improves motor learning of an upper extremity task in people with Parkinson disease. Behav Brain Res 2020; 377:112213. [PMID: 31526767 PMCID: PMC7398159 DOI: 10.1016/j.bbr.2019.112213] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2019] [Revised: 08/13/2019] [Accepted: 09/04/2019] [Indexed: 11/16/2022]
Abstract
BACKGROUND Dopamine replacement medication has positive effects on existing motor skills for people with Parkinson disease (PD), but may have detrimental effects on the learning of motor skills necessary for effective rehabilitation according to the dopamine overdose hypothesis. OBJECTIVES This study aimed to determine whether dopamine replacement medication (i.e. levodopa) affects: learning of a novel upper extremity task, decrements in skill following withdrawal of practice, the rate of learning, and the transfer of movement skill to untrained upper extremity tasks compared to training "off" medication, in people with PD. METHODS Participants with mild-moderate PD (Hoehn and Yahr stage 2) were randomized to train "on" (n = 12) or "off" (n = 11) levodopa medication. Participants practiced 10 blocks of five trials of a functional motor task with their non-dominant upper extremity over three consecutive days (acquisition period), followed by a single block of five trials two and nine days later. Participants were also assessed "on" levodopa with two transfer tasks (the nine-hole peg test and a functional dexterity task) prior to any practice and nine days after the end of the acquisition period. RESULTS Participants who practiced "on" levodopa medication learned the upper extremity task to a greater extent that those who practiced "off" medication, as determined by retained performance two days after practice. Skill decrement and skill transfer were not significantly different between groups. Rate of learning was unable to be modelled in this sample. CONCLUSIONS Levodopa medication improved the learning of an upper extremity task in people with mild-moderate PD.
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Affiliation(s)
- Serene S Paul
- Department of Physical Therapy and Athletic Training, University of Utah, 520 Wakara Way, Salt Lake City, UT, 84108, USA; Discipline of Physiotherapy, Faculty of Health Sciences, The University of Sydney, 75 East St, Lidcombe, NSW, 2141, Australia.
| | - Leland E Dibble
- Department of Physical Therapy and Athletic Training, University of Utah, 520 Wakara Way, Salt Lake City, UT, 84108, USA
| | - Genevieve N Olivier
- Department of Physical Therapy and Athletic Training, University of Utah, 520 Wakara Way, Salt Lake City, UT, 84108, USA
| | - Christopher Walter
- Department of Physical Therapy and Athletic Training, University of Utah, 520 Wakara Way, Salt Lake City, UT, 84108, USA; Department of Physical Therapy, University of Arkansas for Medical Sciences, 1125 N College Ave, Fayetteville, AR, 72703, USA
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging & Research, Department of Neurology, University of Utah, 650 Komas Dr 106A, Salt Lake City, UT, 84108, USA
| | - Sydney Y Schaefer
- Department of Physical Therapy and Athletic Training, University of Utah, 520 Wakara Way, Salt Lake City, UT, 84108, USA; Department of Biological and Health Systems Engineering, Arizona State University, 501 E Tyler Mall, MC 9709, Tempe, AZ, 85287, USA
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22
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Walter CS, Hengge CR, Lindauer BE, Schaefer SY. Declines in motor transfer following upper extremity task-specific training in older adults. Exp Gerontol 2018; 116:14-19. [PMID: 30562555 DOI: 10.1016/j.exger.2018.12.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 12/13/2018] [Accepted: 12/13/2018] [Indexed: 11/30/2022]
Abstract
BACKGROUND Age-related declines in function can limit older adults' independence with activities of daily living (ADLs). While task-specific training maybe a viable approach to improve function, limited clinical resources prevent extensive training on wide ranges of skills and contexts. Thus, training on one task for the benefit of another (i.e., transfer) is important in geriatric physical rehabilitation. The purpose of this study was to test whether motor transfer would occur between two functionally different upper extremity tasks that simulate ADLs in a sample of older adults following task-specific training. METHODS Ninety community dwelling adults ages 43 to 94 years old performed two trials of a functional dexterity and functional reaching task at baseline, and were then assigned to one of two groups. The training group completed 3 days of task-specific training (150 trials) on the functional reaching task, whereas the no-training group received no training on either task. Both groups were re-tested on both tasks at the end of Day 3. RESULTS No significant interactions were observed between group (training vs. no-training) and time (baseline vs. re-test) on the functional dexterity task (i.e. transfer task), indicating no difference in the average amount of change from baseline to re-test between the groups. However, post hoc bivariate linear regression revealed an effect of age on motor transfer within the training group. For those who trained on the functional reaching task, the amount of transfer to the dexterity task was inversely related to age. There was no significant relationship between age and motor transfer for the no-training group. DISCUSSION AND CONCLUSIONS Results of our a priori group analysis suggest that functional reaching training did not, on average, transfer to the dexterity task. However, post hoc regression analysis showed that motor transfer was both experience- and age-dependent, such that motor transfer may decline with advanced age. Future research will consider how functional and cognitive aging influences transfer of motor skills across different activities of daily living.
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Affiliation(s)
- Christopher S Walter
- Department of Physical Therapy, 1125 N. College Avenue, University of Arkansas for Medical Sciences, Fayetteville, AR 72703, USA
| | - Caitlin R Hengge
- University of Utah, 50 N. Medical Dr., Salt Lake City, UT 84112, USA
| | - Bergen E Lindauer
- University of Utah, 50 N. Medical Dr., Salt Lake City, UT 84112, USA
| | - Sydney Y Schaefer
- University of Utah, 50 N. Medical Dr., Salt Lake City, UT 84112, USA; School of Biological and Health Systems Engineering, 501 E. Tyler Mall, ECG 334A, Arizona State University, Tempe, AZ 85287, USA.
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Motor learning in people with Parkinson's disease: Implications for fall prevention across the disease spectrum. Gait Posture 2018; 61:311-319. [PMID: 29413803 DOI: 10.1016/j.gaitpost.2018.01.026] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 01/21/2018] [Accepted: 01/23/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND Falls are a significant burden for people with Parkinson's disease (PD), however, individuals across the spectrum of disease severity respond differently to fall prevention interventions. Despite the multifactorial causes of falls in people with PD, recent work has provided insight into interventions that hold promise for fall prevention. Further, studies have begun to identify patient characteristics that may predict responsiveness to such interventions. RESEARCH QUESTION We discuss (i) the postural motor learning abilities of people with mild versus severe PD that could affect their ability to benefit from fall prevention interventions, (ii) how people with different severity of PD respond to such interventions, and (iii) the practical considerations of providing effective fall prevention interventions for people with PD across the spectrum of disease severity. METHODS This narrative review consolidates recent work on postural motor learning and fall prevention rehabilitation involving exercise in people with PD. RESULTS People with PD are able to improve postural motor control through practice, enabling them to benefit from exercise which challenges their gait and balance to reduce falling. Worsening of axial and cognitive symptoms may result in diminished learning, and those with more severe PD may require fully supervised, high intensity programs to reduce falls. SIGNIFICANCE Understanding how people with PD across the spectrum of disease severity differ in their postural motor learning ability and response to different fall prevention interventions will enable researchers and clinicians to refine such interventions and their delivery to minimize falls and their negative sequelae in people with PD.
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Lingo VanGilder J, Hengge CR, Duff K, Schaefer SY. Visuospatial function predicts one-week motor skill retention in cognitively intact older adults. Neurosci Lett 2017; 664:139-143. [PMID: 29154858 DOI: 10.1016/j.neulet.2017.11.032] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 11/08/2017] [Accepted: 11/13/2017] [Indexed: 10/18/2022]
Abstract
Motor learning declines with aging, such that older adults retain less motor skill after practice compared to younger adults. However, it remains unclear if these motor learning declines are related to normal cognitive changes associated with aging. The purpose of this study was to examine which cognitive domains would best predict the amount of retention on a motor task one week after training in cognitively intact older adults. Twenty-one adults ages 65-84 years old were assessed with Repeatable Battery for the Assessment of Neuropsychological Status, which assesses five cognitive domains (immediate and delayed memory, visuospatial/constructional, language, and attention). Participants also completed one training session of a functional upper extremity task, and were re-tested one week later. Stepwise regression indicated that the visuospatial domain was the only significant predictor of how much skill participants retained over one week, with a visual perception subtest explaining the most variance. Results from this study support previous work reporting that older adults' capacity for motor learning can be probed with visuospatial tests. These tests may capture the structural or functional health of neural networks critical for skill learning within the aging brain, and provide valuable clinical insight about an individual's unique rehabilitation potential.
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Affiliation(s)
- Jennapher Lingo VanGilder
- School of Biological and Health Systems Engineering, 501 E. Tyler Mall, ECG 334A, Arizona State University, Tempe, AZ 85287, USA
| | - Caitlin R Hengge
- University of Utah Hospital, 50 N. Medical Dr., Salt Lake City, UT, 84112, USA
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging and Research, University of Utah Health Sciences Center, 650 Komas Dr. 106A, Salt Lake City UT 84108-1225, USA; Department of Neurology, University of Utah, 175 N. Medical Dr. E., Salt Lake City, UT 84132, USA
| | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, 501 E. Tyler Mall, ECG 334A, Arizona State University, Tempe, AZ 85287, USA.
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MacAulay RK, Calamia MR, Cohen AS, Daigle K, Foil H, Brouillette R, Bruce-Keller AJ, Keller JN. Understanding heterogeneity in older adults: Latent growth curve modeling of cognitive functioning. J Clin Exp Neuropsychol 2017; 40:292-302. [DOI: 10.1080/13803395.2017.1342772] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
| | - Matthew R. Calamia
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Alex S. Cohen
- Department of Psychology, Louisiana State University, Baton Rouge, LA, USA
| | - Katrina Daigle
- Department of Psychology, University of Maine, Orono, ME, USA
| | - Heather Foil
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Robert Brouillette
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | | | - Jeffrey N. Keller
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
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