ArticleBrain : a journal of neurology2023
Moving, fast and slow: behavioural insights into bradykinesia in Parkinson's disease.
Article in Brain : a journal of neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 36 citations in OpenAlex.
- Home-Based time-constrained reactive training enhances movement speed in upper and lower limbs in Parkinson's disease: A randomized controlled trial.Journal of Parkinson's disease · 2026Trial
- Dynamic neural states underpin motor symptom severity in Parkinson's disease: a longitudinal analysis of chronic cortico-subthalamic nucleus recordings.EBioMedicine · 2026Article
- Cognitive trajectories in Parkinson's disease patients, a review on the impact of subthalamic deep brain stimulation (STN-DBS) and emerging adaptive strategies.Translational psychiatry · 2026Review
- Bridging assessment, biomarkers, and interventions: progress in muscle health research.Frontiers in rehabilitation sciences · 2026Article
- Differential Proteomic Landscape of Plasma Neuron-Derived Extracellular Vesicles in Parkinson's Disease with and without RBD: A Pilot Investigation.International journal of nanomedicine · 2026Article
- Cross-sectional comparison of lower-limb muscle strength and contractile properties according to Parkinson's disease and sarcopenia status.Frontiers in medicine · 2026Article
- The mCells · 2025Review
- L-Dopa Comparably Improves Gait and Limb Movements in Parkinson's Disease: A Wearable Sensor Analysis.Biomedicines · 2025Article
- Evaluation of implicit motor learning across body segments in Parkinson's disease vs. healthy controls.Scientific reports · 2025Article
- Changes in cortical beta power predict motor control flexibility, not vigor.Communications biology · 2025Article
- Striatal Dopamine Actions and Movement: Inferences from Parkinson Disease.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Review
- Cerebellar Contributions to Hypokinetic Symptoms in an Acute Lesion Parkinsonism Model.Neurology international · 2025Article
- Submovements in manual tracking: people with Parkinson's disease produce more submovements than age-matched controls.Journal of neuroengineering and rehabilitation · 2025Article
- ModFus-PD: synergizing cross-modal attention and contrastive learning for enhanced multimodal diagnosis of Parkinson's disease.Frontiers in computational neuroscience · 2025Article
- Subthalamic control of impulsive actions: insights from deep brain stimulation in Parkinson's disease.Brain : a journal of neurology · 2024Review
- Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control.NeuroImage · 2024Article
- Subthalamic stimulation modulates context-dependent effects of beta bursts during fine motor control.Nature communications · 2024Article
- Computer Vision for Parkinson's Disease Evaluation: A Survey on Finger Tapping.Healthcare (Basel, Switzerland) · 2024Review
- Dynamic modulation of subthalamic nucleus activity facilitates adaptive behavior.PLoS biology · 2023Article
- May Bradykinesia Features Aid in Distinguishing Parkinson's Disease, Essential Tremor, And Healthy Elderly Individuals?Journal of Parkinson's disease · 2023Article
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Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
Abstract
The debilitating symptoms of Parkinson's disease, including the hallmark slowness of movement, termed bradykinesia, were described more than 100 years ago. Despite significant advances in elucidating the genetic, molecular and neurobiological changes in Parkinson's disease, it remains conceptually unclear exactly why patients with Parkinson's disease move slowly. To address this, we summarize behavioural observations of movement slowness in Parkinson's disease and discuss these findings in a behavioural framework of optimal control. In this framework, agents optimize the time it takes to gather and harvest rewards by adapting their movement vigour according to the reward that is at stake and the effort that needs to be expended. Thus, slow movements can be favourable when the reward is deemed unappealing or the movement very costly. While reduced reward sensitivity, which makes patients less inclined to work for reward, has been reported in Parkinson's disease, this appears to be related mainly to motivational deficits (apathy) rather than bradykinesia. Increased effort sensitivity has been proposed to underlie movement slowness in Parkinson's disease. However, careful behavioural observations of bradykinesia are inconsistent with abnormal computations of effort costs due to accuracy constraints or movement energetic expenditure. These inconsistencies can be resolved when considering that a general disability to switch between stable and dynamic movement states can contribute to an abnormal composite effort cost related to movement in Parkinson's disease. This can account for paradoxical observations such as the abnormally slow relaxation of isometric contractions or difficulties in halting a movement in Parkinson's disease, both of which increase movement energy expenditure. A sound understanding of the abnormal behavioural computations mediating motor impairment in Parkinson's disease will be vital for linking them to their underlying neural dynamics in distributed brain networks and for grounding future experimental studies in well-defined behavioural frameworks.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.