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

IF 5.2 2区 医学 Q1 ENGINEERING, BIOMEDICAL
Rotem Lavi, Massimiliano Pau, Sapir Dreyer-Alster, Tali Drori, Eleonora Cocco, Alon Kalron
{"title":"Real-time cortical activity during virtual reality practice in people with multiple sclerosis: a pilot fNIRS study.","authors":"Rotem Lavi, Massimiliano Pau, Sapir Dreyer-Alster, Tali Drori, Eleonora Cocco, Alon Kalron","doi":"10.1186/s12984-025-01681-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Multiple 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.</p><p><strong>Methods: </strong>A 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.</p><p><strong>Results: </strong>PwMS 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.</p><p><strong>Conclusions: </strong>While 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.</p>","PeriodicalId":16384,"journal":{"name":"Journal of NeuroEngineering and Rehabilitation","volume":"22 1","pages":"148"},"PeriodicalIF":5.2000,"publicationDate":"2025-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12226833/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of NeuroEngineering and Rehabilitation","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1186/s12984-025-01681-1","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Multiple 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.

Methods: A 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.

Results: PwMS 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.

Conclusions: While 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.

Abstract Image

Abstract Image

Abstract Image

多发性硬化症患者在虚拟现实实践中的实时皮层活动:一项fNIRS试点研究。
背景:多发性硬化症(MS)是一种影响运动和认知功能的神经炎性疾病。虚拟现实(VR)越来越多地应用于康复,为运动训练提供了受控环境,并通过双任务范式将认知挑战整合到物理任务中。功能近红外光谱(fNIRS)是一种很有前途的工具,用于评估基于vr的康复中的皮质激活,但其在多发性硬化症(pwMS)患者中的应用仍有待探索。本研究旨在检测在VR中上肢日常生活活动与实际表现(AP)时,pwMS皮层的激活情况,并评估与运动活动同时进行的记忆回忆和排序任务所实施的显式认知挑战的额外影响。方法:对14名pwMS患者和14名年龄、性别相匹配的健康对照者进行fNIRS病例对照研究。参与者在四种条件下完成洗碗任务:(1)VR, (2) VR与认知挑战(VR-cog), (3) AP和(4)AP与认知挑战(AP-cog)。fNIRS测量了辅助运动区(SMA)、运动前皮层(PMC)和体感关联皮层(SAC)中氧合血红蛋白(ΔHbO)、脱氧血红蛋白(ΔHbR)和总血红蛋白(ΔHbT)浓度的相对变化。一般线性模型和重复测量方差分析评估了不同条件下的皮层激活。结果:与健康对照组相比,在VR和AP任务期间,PwMS患者的SMA和PMC中ΔHbT浓度均降低(p = 0.019和p = 0.038),表明神经血管激活减弱。组内分析揭示了健康对照中显著的任务依赖性调节,SMA和PMC中有更大的神经血管反应。相比之下,pwMS在不同任务条件下的皮层激活没有显著差异,表明神经血管适应性受损。在VR-cog和AP-cog情况下,两组之间没有观察到显著差异,这表明认知挑战没有进一步分化神经血管反应。结论:虽然虚拟现实和现实任务之间的总体皮层激活没有显著差异,但与健康对照组相比,pwMS表现出更低的神经血管反应,表明适应性受损。这些发现支持了VR在运动康复中的可行性,同时也强调了在pwMS中神经可塑性、认知-运动整合和病变相关神经血管变化方面的进一步研究的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of NeuroEngineering and Rehabilitation
Journal of NeuroEngineering and Rehabilitation 工程技术-工程:生物医学
CiteScore
9.60
自引率
3.90%
发文量
122
审稿时长
24 months
期刊介绍: Journal of NeuroEngineering and Rehabilitation considers manuscripts on all aspects of research that result from cross-fertilization of the fields of neuroscience, biomedical engineering, and physical medicine & rehabilitation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信