Fully Automated Detection of Corticospinal Tract Damage in Chronic Stroke Patients

Structural integrity of the corticospinal tract (CST) after stroke is closely linked to the degree of motor impairment. However, current methods for measurement of fractional atrophy (FA) of CST based on region of interest (ROI) are time-consuming and open to bias. Here, we used tract-based spatial statistics (TBSS) together with a CST template with healthy volunteers to quantify structural integrity of CST automatically. Two groups of patients after ischemic stroke were enrolled, group 1 (10 patients, 7 men, and Fugl-Meyer assessment (FMA) scores ⩽ 50) and group 2 (12 patients, 12 men, and FMA scores = 100). CST of FAipsi, FAcontra, and FAratio was compared between the two groups. Relative to group 2, FA was decreased in group 1 in the ipsilesional CST (P < 0.01), as well as the FAratio (P < 0.01). There was no significant difference between the two subgroups in the contralesional CST (P = 0.23). Compared with contralesional CST, FA of ipsilesional CST decreased in group 1 (P < 0.01). These results suggest that the automated method used in our study could detect a surrogate biomarker to quantify the CST after stroke, which would facilitate implementation of clinical practice.

[1]  G. Schlaug,et al.  Structural integrity of corticospinal motor fibers predicts motor impairment in chronic stroke , 2010, Neurology.

[2]  Stephen M Smith,et al.  Fast robust automated brain extraction , 2002, Human brain mapping.

[3]  M. Seghier,et al.  Can fully automated detection of corticospinal tract damage be used in stroke patients? , 2013, Neurology.

[4]  Nadim Joni Shah,et al.  The impact of a Dysbindin schizophrenia susceptibility variant on fiber tract integrity in healthy individuals: A TBSS-based diffusion tensor imaging study , 2012, NeuroImage.

[5]  Nikos Makris,et al.  Microstructural status of ipsilesional and contralesional corticospinal tract correlates with motor skill in chronic stroke patients , 2009, Human brain mapping.

[6]  D. Yin,et al.  Secondary Degeneration Detected by Combining Voxel-Based Morphometry and Tract-Based Spatial Statistics in Subcortical Strokes with Different Outcomes in Hand Function , 2013, American Journal of Neuroradiology.

[7]  Steven C. R. Williams,et al.  Monitoring brain repair in stroke using advanced magnetic resonance imaging. , 2012, Stroke.

[8]  Daniel Rueckert,et al.  Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data , 2006, NeuroImage.

[9]  Chang-Hyun Park,et al.  Assessing the Integrity of Corticospinal Pathways From Primary and Secondary Cortical Motor Areas After Stroke , 2012, Stroke.

[10]  Fugl-Meyer Ar,et al.  Post-stroke hemiplegia assessment of physical properties. , 1980 .

[11]  G. Fink,et al.  Degeneration of corpus callosum and recovery of motor function after stroke: A multimodal magnetic resonance imaging study , 2012, Human brain mapping.

[12]  Gerard Blasco,et al.  Decreased Corticospinal Tract Fractional Anisotropy Predicts Long-term Motor Outcome After Stroke , 2013, Stroke.

[13]  Robert Lindenberg,et al.  Predicting functional motor potential in chronic stroke patients using diffusion tensor imaging , 2012, Human brain mapping.

[14]  Peter A. Calabresi,et al.  Tract probability maps in stereotaxic spaces: Analyses of white matter anatomy and tract-specific quantification , 2008, NeuroImage.

[15]  Namkug Kim,et al.  Alterations of mean diffusivity in brain white matter and deep gray matter in Parkinson's disease , 2013, Neuroscience Letters.

[16]  Robert Lindenberg,et al.  Lesion Load of the Corticospinal Tract Predicts Motor Impairment in Chronic Stroke , 2010, Stroke.

[17]  Charlotte J. Stagg,et al.  Relationships between functional and structural corticospinal tract integrity and walking post stroke , 2012, Clinical Neurophysiology.

[18]  A. Fugl-Meyer,et al.  Post-stroke hemiplegia assessment of physical properties. , 1980, Scandinavian journal of rehabilitation medicine. Supplement.

[19]  S. Jang,et al.  Functional Role of the Corticoreticular Pathway in Chronic Stroke Patients , 2013, Stroke.

[20]  Xin Yu,et al.  Reduced white matter integrity and cognitive deficit in never-medicated chronic schizophrenia: A diffusion tensor study using TBSS , 2013, Behavioural Brain Research.