Evidence map›Paper›PMID 42294097›Full record

ReviewFrontiers in human neuroscience2026

Assessment of balance control mechanisms in patient populations using perturbation-based modeling: a narrative review with clinical implications.

Jennifer L Brodsky, Jae W Lee, Laurie A King, Robert J Peterka

Abstract readReview
In one paragraph

Review in Frontiers in human neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jennifer L Brodsky *National Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, OR, United States.
Jae W Lee *Department of Neurology, Oregon Health and Science, Portland, OR, United States.
Laurie A KingNational Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, OR, United States.
Robert J PeterkaNational Center for Rehabilitative Auditory Research (NCRAR), Veterans Affairs Portland Health Care System, Portland, OR, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Clinical assessments of balance often rely on indirect measures that offer limited insights into the underlying sensorimotor control mechanisms. Consequently, there is a need for standardized and objective quantification of balance control mechanisms. Research over the past 20 years has demonstrated that Central Sensorimotor Integration (CSMI)-type tests can reliably identify functionally relevant parameters accounting for experimentally observed dynamics of the balance control system. However, the complexity and the lack of standardization of this approach have led to heterogeneous methodologies and results, limiting the clinical adoption of CSMI-type testing. Thus, the objective of this narrative review is to explore the application of CSMI-type tasks in quantifying balance control across various clinical populations. We identified articles in PubMed and IEEE Xplore that utilized CSMI or similar methods, specifically those utilizing continuous, wide-bandwidth, pseudorandom surface or visual stimuli and those using linear feedback models of ankle joint control. A total of 18 articles were identified, covering older adults, and individuals with attention deficit hyperactivity disorder, cataracts, heredity spastic paraplegia, lumbar spinal stenosis, mild traumatic brain injury, Parkinson's disease, peripheral neuropathies, and vestibular losses. We outline considerations for interpreting results across studies and recommend steps for standardizing CSMI-type testing to facilitate its implementation in clinical settings, aiming to better understand mechanistic deficits in balance control and to target rehabilitation.

Indexed as

balance controlbiomechanicsclinical populationsclosed loop systemmotor activationsensorimotor impairmentsensory reweightingsystem identification

Identifiers

PMID42294097
PMCPMC13253636

What OpenQuestion holds

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Registered trials

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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.