Shoko Yoshida1,
Andreia V. Faria2, Diane L. Damiano3, Chunxiao Zhou4,
Alexander Hoon5, Elaine Stashinko5, Kenichi Oishi1,
James J. Pekar, 16, Susumu Mori1, 6
1The
Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins
University School of Medicine, Baltimore, MD, United States; 2The
Russell H. Morgan Department of Radiology and Radiological Science, Johns
Hopkins University, Baltimore, MD, United States; 3National
Institutes of Health, Bethesda, MD, United States; 4Rehabilitation
Medicine Department, National Institutes of Health, Bethesda, MD, United
States; 5Division of Neurology and Developmental Medicine, Kennedy
Krieger Institute, Baltimore, MD, United States; 6F. M. Kirby
Research Center for Functional Brain Imaging, Kennedy Krieger Institute,
Baltimore, MD, United States
The anatomical heterogeneity of cerebral palsy (CP) makes systematic anatomy-function evaluation difficult. We used atlas-based analysis of MP-RAGE, DTI, and resting-state functional MRI (rs-fMRI) data, followed by principal component analysis of image-derived outcome measures, to rize differences between children with CP and neurotypical children. This revealed changes in deep white matter, ventricles, and thalamus which segregated CP and neurotypical children in the MP-RAGE and DTI data, and a general reduction in inter-parcel correlation in the rs-fMRI data, along with more scattered distributions in CP. This approach may allow more detailed anatomy-function evaluation in CP.
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