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Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Disparate effects of training on brain activation in Parkinson disease
Inbal Maidan1, Keren Rosenberg-Katz1, Yael Jacob1
1From the Center for the Study of Movement, Cognition, and Mobility, Neurological Institute (I.M., K.R.-K., Y.J., N.G., J.M.H., A.M.), and Laboratory of Early Markers of Neurodegeneration (A.M.), Tel Aviv Sourasky Medical Center; Sagol School of Neuroscience (N.G., J.M.H., A.M.) and Departments of Neurology & Neurosurgery (N.G., A.M.) and Physical Therapy (J.M.H.), Sackler Faculty of Medicine, Tel Aviv University, Israel; and Rush Alzheimer's Disease Center and Department of Orthopaedic Surgery (J.M.H.), Rush University Medical Center, Chicago, IL.
Objective:
To compare the effects of 2 forms of exercise, i.e., a 6-week trial of treadmill training with virtual reality (TT + VR) that targets motor and cognitive aspects of safe ambulation and a 6-week trial of treadmill training alone (TT), on brain activation in patients with Parkinson disease (PD).
Methods:
As part of a randomized controlled trial, patients were randomly assigned to 6 weeks of TT (n = 17, mean age 71.5 ± 1.5 years, disease duration 11.6 ± 1.6 years; 70% men) or TT + VR (n = 17, mean age 71.2 ± 1.7 years, disease duration 7.9 ± 1.4 years; 65% men). A previously validated fMRI imagery paradigm assessed changes in neural activation pretraining and post-training. Participants imagined themselves walking in 2 virtual scenes projected in the fMRI: (1) a clear path and (2) a path with virtual obstacles. Whole brain and region of interest analyses were performed.
Results:
Brain activation patterns were similar between training arms before the interventions. After training, participants in the TT + VR arm had lower activation than the TT arm in Brodmann area 10 and the inferior frontal gyrus (cluster level familywise error-corrected [FWEcorr] p < 0.012), while the TT arm had lower activation than TT + VR in the cerebellum and middle temporal gyrus (cluster level FWEcorr p < 0.001). Changes in fall frequency and brain activation were correlated in the TT + VR arm.
Conclusions:
Exercise modifies brain activation patterns in patients with PD in a mode-specific manner. Motor-cognitive training decreased the reliance on frontal regions, which apparently resulted in improved function, perhaps reflecting increased brain efficiency.
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