Evidence map›Paper›PMID 40615921›Full record

ArticleJournal of neuroengineering and rehabilitation2025

Real-time cortical activity during virtual reality practice in people with multiple sclerosis: a pilot fNIRS study.

Rotem Lavi, Massimiliano Pau, Sapir Dreyer-Alster, Tali Drori, Eleonora Cocco, Alon Kalron

Abstract read
In one paragraph

Article in Journal of neuroengineering and rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 2 pooled it
–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

2 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
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

6 authors.

Rotem LaviDepartment of Physical Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel.
Massimiliano PauDepartment of Mechanical, Chemical and Materials Engineering, University of Cagliari, Cagliari, Italy.
Sapir Dreyer-AlsterDepartment of Physical Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel.
Tali DroriMultiple Sclerosis Center, Sheba Medical Center, Tel-Hashomer, Israel.
Eleonora CoccoMultiple Sclerosis Centre, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy.
Alon KalronDepartment of Physical Therapy, Stanley Steyer School of Health Professions, Gray Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel. alonkalr@tauex.tau.ac.il.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMultiple sclerosis (MS) is a neuroinflammatory disorder affecting motor and cognitive functions. Virtual reality (VR) is increasingly used in rehabilitation, offering controlled environments for motor training and for integrating cognitive challenges into physical tasks through dual-task paradigms. Functional near-infrared spectroscopy (fNIRS) is a promising tool for assessing cortical activation in VR-based rehabilitation, yet its application in people with MS (pwMS) remains underexplored. This study aimed to examine cortical activation in pwMS during an upper-limb daily life activity performed in VR versus actual performance (AP), and to assess the additional impact of an explicit cognitive challenge implemented as a memory recall and sequencing task performed simultaneously with the motor activity.

methodsA pilot fNIRS case-control study was conducted with 14 pwMS and 14 healthy controls, matched for age and sex. Participants completed a dishwashing task under four conditions: (1) VR, (2) VR with a cognitive challenge (VR-cog), (3) AP, and (4) AP with a cognitive challenge (AP-cog). fNIRS measured relative changes in the concentrations of oxyhemoglobin (ΔHbO), deoxyhemoglobin (ΔHbR), and total hemoglobin (ΔHbT) in the supplementary motor area (SMA), premotor cortex (PMC), and somatosensory association cortex (SAC). A general linear model and repeated-measures ANOVA assessed cortical activation across conditions.

resultsPwMS exhibited reduced ΔHbT concentrations in the SMA and PMC compared to healthy controls during both VR and AP tasks (p = 0.019 and p = 0.038, respectively), suggesting diminished neurovascular activation. Within-group analyses revealed significant task-dependent modulation in healthy controls, with greater neurovascular responses in the SMA and PMC. In contrast, pwMS showed no significant differences in cortical activation across task conditions, indicating impaired neurovascular adaptability. No significant differences between groups were observed in the VR-cog and AP-cog conditions, suggesting that the cognitive challenge did not further differentiate neurovascular responses.

conclusionsWhile no significant differences in overall cortical activation were found between VR and real-world tasks, pwMS exhibited reduced neurovascular responses compared to healthy controls, indicating impaired adaptability. These findings support VR's feasibility for motor rehabilitation while highlighting the need for further studies on neuroplasticity, cognitive-motor integration, and lesion-related neurovascular changes in pwMS.

Indexed as

Cerebral CortexMultiple SclerosisVirtual RealityAdultCase-Control StudiesCognitionFemaleHumansMaleMiddle AgedPilot ProjectsSpectroscopy, Near-InfraredCortical activationfNIRSMultiple sclerosisUpper-limbVirtual reality

Identifiers

PMID40615921
PMCPMC12226833

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.