Frontiers in Human Neuroscience (Apr 2015)

DTI Measures Track and Predict Motor Function Outcomes in Stroke Rehabilitation Utilizing BCI Technology

  • Jie eSong,
  • Jie eSong,
  • Veena A Nair,
  • Brittany Mei Young,
  • Brittany Mei Young,
  • Brittany Mei Young,
  • Leo M Walton,
  • Leo M Walton,
  • Zack eNigogosyan,
  • Alexander B Remsik,
  • Mitchell E Tyler,
  • Mitchell E Tyler,
  • Dorothy Farrar Edwards,
  • Dorothy Farrar Edwards,
  • Dorothy Farrar Edwards,
  • Kristin E Caldera,
  • Justin A Sattin,
  • Justin C Williams,
  • Justin C Williams,
  • Justin C Williams,
  • Vivek ePrabhakaran,
  • Vivek ePrabhakaran,
  • Vivek ePrabhakaran,
  • Vivek ePrabhakaran,
  • Vivek ePrabhakaran,
  • Vivek ePrabhakaran,
  • Vivek ePrabhakaran

DOI
https://doi.org/10.3389/fnhum.2015.00195
Journal volume & issue
Vol. 9

Abstract

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Tracking and predicting motor outcomes is important in determining effective stroke rehabilitation strategies. Diffusion tensor imaging (DTI) allows for evaluation of the underlying structural integrity of brain white matter tracts and may serve as a potential biomarker for tracking and predicting motor recovery. In this study, we examined the longitudinal relationship between DTI measures of the posterior limb of the internal capsule (PLIC) and upper-limb motor outcomes in 13 stroke patients (median 20-month post-stroke) who completed up to 15 sessions of intervention using brain-computer interface (BCI) technology. Patients’ upper-limb motor outcomes and PLIC DTI measures including fractional anisotropy (FA), axial diffusivity (AD), radial diffusivity (RD) and mean diffusivity (MD) were assessed longitudinally at four time points: pre-, mid-, immediately post- and one-month-post intervention. DTI measures and ratios of each DTI measure comparing the ipsilesional and contralesional PLIC were correlated with patients’ motor outcomes to examine the relationship between structural integrity of the PLIC and patients’ motor recovery. We found that lower diffusivity and higher FA values of the ipsilesional PLIC were significantly correlated with better upper-limb motor function. Baseline DTI ratios were significantly correlated with motor outcomes measured immediately post and one-month-post BCI interventions. A few patients achieved improvements in motor recovery meeting the minimum clinically important difference (MCID). These findings suggest that upper-limb motor recovery in stroke patients receiving BCI interventions relates to the microstructural status of the PLIC. Lower diffusivity and higher FA measures of the ipsilesional PLIC contribute towards better motor recovery in the stroke-affected upper-limb. DTI-derived measures may be a clinically useful biomarker in tracking and predicting motor recovery in stroke patients receiving BCI interventions.

Keywords