Differential cortical responses of robot-assisted active and mirror therapy task conditions in stroke patients and healthy controls: a comparative fNIRS study - Report - MDSpire

Differential cortical responses of robot-assisted active and mirror therapy task conditions in stroke patients and healthy controls: a comparative fNIRS study

  • By

  • Changhao Le

  • Huamin Li

  • Jun Zhou

  • Jia Fu

  • Xing Wen

  • Xiarong Huang

  • Huali Tang

  • Mengjian Qu

  • June 18, 2026

  • 0 min

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Clinical Report: Comparative fNIRS Analysis of Cortical Activation in Stroke Patients

Overview

This study utilized functional near-infrared spectroscopy (fNIRS) to compare cortical activation in stroke patients and healthy controls during robot-assisted Active Movement Mode (AMM) and Mirror Therapy Mode (MTM). Results indicated that AMM elicited stronger cortical activation in motor-related regions compared to MTM, highlighting distinct neural engagement profiles.

Background

Stroke is a leading cause of long-term disability, with over 50% of survivors experiencing upper limb motor impairment, significantly affecting daily activities. Effective rehabilitation strategies are essential for improving motor function and quality of life in these patients. Understanding the neural mechanisms underlying different therapeutic approaches, such as AMM and MTM, can guide clinical practice and enhance rehabilitation outcomes.

Data Highlights

Both stroke patients and healthy controls exhibited significant cortical activation during both AMM and MTM. Analysis revealed that AMM consistently resulted in higher activation levels in the ipsilesional PFC and PSC, as well as the contralesional PFC and PMC.

Key Findings

  • AMM showed significantly higher cortical activation than MTM in several motor-related regions.
  • Stroke patients exhibited weaker resting-state functional connectivity compared to healthy controls in the eyes-open condition.
  • No significant correlations were found between brain activity and behavioral outcomes in stroke patients.
  • The study utilized a 48-channel fNIRS system to measure cortical activation across different brain regions.
  • Distinct neural engagement profiles were identified for AMM and MTM during rehabilitation tasks.

Clinical Implications

The findings suggest that therapists may consider incorporating AMM more frequently in rehabilitation protocols due to its association with stronger cortical activation. Understanding the differential effects of AMM and MTM can help tailor interventions to optimize recovery in stroke patients.

Conclusion

This study underscores the importance of differentiating between therapeutic modalities in stroke rehabilitation, as AMM demonstrates greater cortical engagement compared to MTM. Further research is warranted to explore the implications of these findings for clinical practice.

Related Resources & Content

  1. Qiao et al., Frontiers in Neurology, 2026 -- Transcranial magnetic stimulation combined with functional near-infrared spectroscopy to elucidate the neurophysiological mechanisms of post-stroke hemiplegia: a systematic review
  2. Cochrane, 2024 -- Mirror therapy for improving movement after stroke
  3. European Stroke Organisation, PMC -- European Stroke Organisation (ESO) guideline on motor rehabilitation
  4. DIGITAL HEALTH — Unilateral and bilateral digital mirror visual feedback with different movement types modulate mu oscillations in individuals with stroke
  5. Frontiers in Neurology — The effect of non-invasive brain stimulation combined with motor imagery on upper limb motor function and activities of daily living in stroke patients: A systematic review and Meta-analysis
  6. Frontiers in Neurology — Synergistic neuroplasticity from synchronous Taiji Yunshou and tDCS in stroke: an fNIRS study of cortical activation and cross-subject hemodynamic brain network
  7. VA/DoD Clinical Practice Guideline for Management of Stroke Rehabilitation
  8. Stroke rehabilitation in adults - NCBI Bookshelf
  9. European Stroke Organisation (ESO) guideline on motor rehabilitation - PMC
  10. Electromechanical-assisted training for improving arm function and disability after stroke | Cochrane
  11. Upper Limb Robots for Recovery of Motor Arm Function in Patients With Stroke: A Systematic Review and Meta-Analysis - PubMed
  12. Efficacy of Robot-assisted Training on Upper Limb Motor Function After Stroke: A Systematic Review and Network Meta-analysis - PMC
  13. Portable robots for upper-limb rehabilitation after stroke: a systematic review and meta-analysis - PMC
  14. Mirror therapy for improving movement after stroke | Cochrane
  15. Effects of a virtual reality-based mirror therapy system on upper extremity rehabilitation after stroke: a systematic review and meta-analysis of randomized controlled trials - PMC
  16. Applications of Functional Near-Infrared Spectroscopy (fNIRS) Neuroimaging During Rehabilitation Following Stroke: A Review - PMC
  17. Frontiers | A systematic review of functional near-infrared spectroscopy-based task paradigms in stroke rehabilitation
  18. Robot-Assisted Mirror Therapy for Upper Limb and Hand Recovery After Stroke: Clinical Efficacy and Insights into Neural Mechanisms | MDPI
  19. Effects of robot assisted mirror therapy on motor function and cortical activation in patients with right hemisphere damage | Scientific Reports

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