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Updated: Apr 30, 2026

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Early small vessel disease affects frontoparietal and cerebellar hubs in close correlation with clinical symptoms--a
Alexander Schaefer1, Eva M Quinque1, Judy A Kipping1
1Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
Abstract:
Cerebral small vessel disease, mainly characterized by white matter lesions and lacunes, has a high clinical impact as it leads to vascular dementia. Recent studies have shown that this disease impairs frontoparietal networks. Here, we apply resting-state magnetic resonance imaging and data-driven whole-brain imaging analysis methods (eigenvector centrality) to investigate changes of the functional connectome in early small vessel disease. We show reduced connectivity in frontoparietal networks, whereas connectivity increases in the cerebellum. These functional changes are closely related to white matter lesions and typical neuropsychological deficits associated with small vessel disease.

