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Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
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Structural disconnection and functional reorganization in Fabry disease: a multimodal MRI study
Ilaria Gabusi1, Giuseppe Pontillo2, Maria Petracca3
1Department of Computer Science, Diffusion Imaging and Connectivity Estimation (DICE) Lab, University of Verona, Verona 37134, Italy.
Brain Communications
|August 1, 2022
Summary
Fabry disease patients exhibit widespread structural brain disconnection and functional reorganization, impacting cognitive functions like memory and executive performance. These connectomic changes are linked to axonal integrity loss and suggest compensatory mechanisms.
Area of Science:
- Neuroscience
- Radiology
- Genetics
Background:
- Fabry disease is a rare X-linked lysosomal storage disorder with known central nervous system involvement.
- Previous research identified functional and microstructural brain changes, but macro-scale connectivity alterations remain understudied.
Purpose of the Study:
- To investigate macro-scale structural and functional brain connectivity changes in Fabry disease using connectomic analysis.
- To explore the relationship between these connectivity changes and clinical correlates, including cognitive performance.
Main Methods:
- Retrospective cross-sectional study including 46 Fabry disease patients and 49 healthy controls.
- Diffusion and resting-state functional MRI were used to create quantitative structural and functional connectomes.
- Graph theory measures and network-based statistics were applied to analyze global and subnetwork differences.
Main Results:
- Patients with Fabry disease showed reduced global efficiency and mean strength in structural connectomes.
- Increased modularity was observed in functional networks of Fabry disease patients.
- A subnetwork with decreased structural connectivity, primarily in frontal and deep grey matter areas, was identified in patients.
- Structural and functional disruptions correlated with verbal/working memory and executive functioning deficits, respectively.
Conclusions:
- Fabry disease is associated with widespread structural brain disconnection and functional reorganization.
- These alterations are linked to axonal integrity loss and impact cognitive performance.
- Functional changes may play a compensatory role in mitigating cognitive deficits.
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