ArticlePLoS computational biology2024
Precise cortical contributions to sensorimotor feedback control during reactive balance.
Article in PLoS computational biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
19 citing papers in PubMed, 21 citations in OpenAlex.
- Effect of transcranial direct current stimulation over the primary motor cortex on short-term balance acquisition in healthy individuals.Journal of neuroengineering and rehabilitation · 2025Trial
- Article
- A primary central source determines perturbation-evoked N1 amplitudes in younger adults.Journal of neurophysiology · 2026Article
- Cortical responses to balance perturbations persist without active postural control.The Journal of physiology · 2026Article
- Article
- Cortical response to balance perturbation is more sensitive in modern dancers than nondancers during biomechanically similar balance recovery.Journal of neurophysiology · 2026Article
- Effects of sensorimotor delays and muscle force capacity limits on the performance of feedforward and feedback control in animals of different sizes.PLoS computational biology · 2026Article
- A Primary Central Source Determines Perturbation-Evoked N1 Amplitudes but not Latencies in Younger Adults.bioRxiv : the preprint server for biology · 2026Article
- Effects of different support surfaces on postural stability and sensorimotor cortex activation among individuals with chronic ankle instability.Frontiers in sports and active living · 2026Article
- Slower reactive stepping kinematics are associated with lower clinical balance function and delayed cortical evoked responses under challenging balance conditions after stroke.medRxiv : the preprint server for health sciences · 2025Article
- The Neural Contributions to Reactive Balance Control: A Scoping Review of EEG, fNIRS, MRI, and PET Studies.Brain sciences · 2025Review
- An innovative gamified gait biofeedback interface targeting propulsion: feasibility and preliminary effects.Research square · 2025Article
- Cortical response to balance perturbation is more sensitive in modern dancers than nondancers during biomechanically similar balance recovery.bioRxiv : the preprint server for biology · 2025Article
- Mental Health and Aging: Identifying Risk and Protective Factors of Anxiety and Depression in Older Women.Aging medicine (Milton (N.S.W)) · 2025Article
- Differential Cortical Activations Among Young Adults Who Fall Versus Those Who Recover Successfully Following an Unexpected Slip During Walking.Brain sciences · 2025Article
- Delayed Cortical Responses During Reactive Balance After Stroke Associated With Slower Kinetics and Clinical Balance Dysfunction.Neurorehabilitation and neural repair · 2025Article
- Center of mass states render multijoint torques throughout standing balance recovery.Journal of neurophysiology · 2025Article
- Amplitude of Lower Limb Muscle Activation in Different Phases of the Illinois Test in Parkinson's Disease Patients: A Pilot Study.Journal of clinical medicine · 2024Article
- Delayed cortical engagement associated with balance dysfunction after stroke.medRxiv : the preprint server for health sciences · 2023Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 2 countries.
Funding
Abstract
The role of the cortex in shaping automatic whole-body motor behaviors such as walking and balance is poorly understood. Gait and balance are typically mediated through subcortical circuits, with the cortex becoming engaged as needed on an individual basis by task difficulty and complexity. However, we lack a mechanistic understanding of how increased cortical contribution to whole-body movements shapes motor output. Here we use reactive balance recovery as a paradigm to identify relationships between hierarchical control mechanisms and their engagement across balance tasks of increasing difficulty in young adults. We hypothesize that parallel sensorimotor feedback loops engaging subcortical and cortical circuits contribute to balance-correcting muscle activity, and that the involvement of cortical circuits increases with balance challenge. We decomposed balance-correcting muscle activity based on hypothesized subcortically- and cortically-mediated feedback components driven by similar sensory information, but with different loop delays. The initial balance-correcting muscle activity was engaged at all levels of balance difficulty. Its onset latency was consistent with subcortical sensorimotor loops observed in the lower limb. An even later, presumed, cortically-mediated burst of muscle activity became additionally engaged as balance task difficulty increased, at latencies consistent with longer transcortical sensorimotor loops. We further demonstrate that evoked cortical activity in central midline areas measured using electroencephalography (EEG) can be explained by a similar sensory transformation as muscle activity but at a delay consistent with its role in a transcortical loop driving later cortical contributions to balance-correcting muscle activity. These results demonstrate that a neuromechanical model of muscle activity can be used to infer cortical contributions to muscle activity without recording brain activity. Our model may provide a useful framework for evaluating changes in cortical contributions to balance that are associated with falls in older adults and in neurological disorders such as Parkinson's disease.
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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.