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MRI predicts efficacy of constraint-induced movement therapy in children with brain injury
Maria A Rocca1, Anna C Turconi, Sandra Strazzer
1Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, and Department of Neurology, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
Insights
Diffusion tensor imaging and resting state fMRI predict improvement in pediatric hemiplegia after constraint-induced movement therapy. Baseline imaging markers forecast clinical gains, offering objective outcome predictors.
Area of Science:
- Neuroimaging
- Pediatric Neurology
- Rehabilitation Medicine
Background:
- Constraint-induced movement therapy (CIMT) is used for pediatric hemiplegia.
- Predicting treatment response in these patients remains challenging.
- Objective biomarkers are needed to guide therapy.
Purpose of the Study:
- To identify predictors of clinical improvement following CIMT in pediatric hemiplegia.
- To correlate baseline diffusion tensor imaging (DTI) and resting state functional magnetic resonance imaging (RS-fMRI) with functional outcomes.
- To assess the utility of neuroimaging in predicting CIMT efficacy.
Main Methods:
- Acquired DTI and RS-fMRI in 14 children with hemiplegia and 10 controls before CIMT.
- Measured fractional anisotropy (FA) and mean diffusivity in brain lesions and white matter tracts.
- Used independent component analysis to identify sensorimotor networks.
- Assessed clinical outcomes using the Quality of Upper Extremities Skills Test and Gross Motor Function Measure (GMFM).
Main Results:
- Patients showed altered FA and diffusivity in lesions and corticospinal tracts at baseline.
- Reduced resting state functional connectivity was observed in sensorimotor areas.
- Baseline lesion FA predicted short-term upper extremity function improvement.
- Baseline functional connectivity in the cerebellum and secondary motor cortex predicted long-term motor function improvement.
Conclusions:
- DTI and RS-fMRI provide objective biomarkers for predicting CIMT outcomes in pediatric hemiplegia.
- Baseline neuroimaging findings correlate with clinical improvement.
- These techniques can aid in personalizing rehabilitation strategies for children with hemiplegia.
Abstract:
Using resting state (RS) functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI), we identified the predictors of clinical improvement following constraint-induced movement therapy (CIMT) in pediatric patients with chronic hemiplegia.From 14 children with congenital or acquired brain injury and 10 sex- and age-matched healthy controls, brain dual-echo, DTI and RS fMRI sequences were acquired before CIMT. The Quality of Upper Extremities Skills Test and the Gross Motor Function Measure (GMFM) were administered at baseline, at the end of CIMT (10 weeks), and after 6 months. Mean diffusivity and fractional anisotropy (FA) were measured in the lesion responsible for the clinical symptomatology, the affected and unaffected corticospinal tract (CST), motor transcallosal fibers, and uncinate fasciculus (as an internal control). Independent component analysis was used to identify the sensorimotor RS network. The ability of baseline MRI variables to predict clinical changes over time was assessed using multivariate linear models. At baseline, patients had increased mean diffusivity in the symptomatic lesion and decreased FA in the symptomatic lesion, affected corticospinal tract, and motor transcallosal fibers. A reduced RS functional connectivity was found in the bilateral cerebellum, left precentral gyrus, and right secondary sensorimotor cortex. At follow up, Quality of Upper Extremities Skills Test and GMFM scales improved significantly. Baseline average lesion FA predicted clinical improvement at week 10, and baseline functional connectivity of the right secondary sensorimotor cortex and cerebellum predicted GMFM improvement at month 6. DTI and RS fMRI offer promising and objective markers to predict clinical outcomes following CIMT in pediatric patients with congenital or acquired hemiplegia.
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