ArticleJournal of Parkinson's disease2023
Implicit Motor Sequence Learning in People with Mild to Moderate Parkinson's Disease: Behavior and Related Brain Function.
Article in Journal of Parkinson's disease, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 11 citations in OpenAlex.
- Personalized high-intensity temporal interference stimulation decouples cerebellar networks to enhance implicit learning.Journal of neuroengineering and rehabilitation · 2026Trial
- Toward a Novel Phenotypic Classification of Parkinson's Disease for Rehabilitation: A Case Series.Cureus · 2026Article
- Beyond RBD: covert REM sleep abnormalities in Parkinson's disease.NPJ Parkinson's disease · 2026Article
- Evaluation of implicit motor learning across body segments in Parkinson's disease vs. healthy controls.Scientific reports · 2025Article
- Putamen Stiffness Declines with Age and Is Associated with Implicit Sequence Learning Outcomes.Brain sciences · 2025Article
- Integrating virtual reality into multidisciplinary care for Parkinson's disease: A narrative review.Journal of Parkinson's disease · 2025Review
- Effect of Vestibular-Oriented Balance Training on Postural Control and Risk of Fall in Patients With Parkinson's Disease.Neurology research international · 2025Article
- The onset of motor learning impairments in Parkinson's disease: a computational investigation.Brain informatics · 2024Article
- Sleep improves accuracy, but not speed, of generalized motor learning in young and older adults and in individuals with Parkinson's disease.Frontiers in behavioral neuroscience · 2024Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDeficits in motor learning could be an important explanation for the balance and gait impairments characteristic of people with Parkinson's disease (PD). Empirical studies often report that so-called implicit motor sequence learning is impaired in people with PD, but the results are inconclusive. Altered brain activity during implicit motor sequence learning has also been reported for people with PD in comparison to healthy individuals.
objectiveTo investigate implicit motor sequence learning and associated neural correlates in individuals with mild to moderate PD.
methodsFifty-seven participants with PD and 34 healthy participants, all ≥60 years of age, performed the serial reaction time task (SRTT) during the acquisition of functional magnetic resonance imaging (fMRI) data. We analyzed the SRTT as a measure of implicit motor sequence learning in two complementary ways. We analyzed the task-induced fMRI data within regions of interest (ROIs) as well as functional connectivity between ROIs.
resultsWe found a significant group difference in SRTT performance indicating that the participants with PD had a somewhat lower level of implicit motor sequence learning than the healthy participants. Exploratory analyses suggested that impairments in implicit motor sequence learning for people with PD might be due to a lower learning rate. We did not find any significant group differences in the fMRI data.
conclusionOur exploratory finding of a lower implicit motor learning rate in PD could have important implications for how people with PD should practice new motor tasks and physical exercise. Future studies need to confirm this finding with hypothesis-driven analyses.
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