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Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Large scale functional and effective connectivity alterations cross the Huntington's disease integrated staging
Murat Demirtas1, Dorian Pustina2, Andrew Wood2
1Center for Brain and Cognition, Universitat Pompeu Fabra, Barcelona, Spain.
Neuroimage. Clinical
|May 27, 2026
Summary
Functional and effective connectivity in the brain show early signs of Huntington's disease (HD) progression. Advanced stages reveal significant alterations in corticostriatal connections, offering potential biomarkers for early intervention.
Area of Science:
- Neuroimaging
- Neurodegenerative Diseases
Background:
- Huntington's disease (HD) is a progressive neurodegenerative disorder with significant motor, cognitive, and behavioral impacts.
- Developing treatments to slow HD progression before symptom onset necessitates sensitive biomarkers for early disease stages.
Purpose of the Study:
- To evaluate functional and effective connectivity using fMRI as potential biomarkers for Huntington's disease progression.
- To assess alterations in brain connectivity across different stages of HD using the Huntington's Disease Integrated Staging System (HD-ISS).
Main Methods:
- Utilized advanced fMRI analysis on data from 231 participants (Track-On HD study) with up to three annual visits.
- Grouped participants into normative controls and four HD stages based on the HD-ISS.
- Applied model-free and model-based approaches to analyze functional and effective connectivity, considering in-scanner motion.
Main Results:
- Significant differences in functional and effective connectivity were observed between healthy controls and later HD-ISS stages.
- Attenuated connectivity in the caudate nucleus (HD-ISS-2) and extended corticostriatal connections (HD-ISS-3) were identified.
- Connectivity alterations were predominantly evident in advanced HD stages; widespread cortical changes or graph topography alterations were not observed.
Conclusions:
- fMRI-derived functional and effective connectivity measures can capture the attenuation of cortico-striatal pathways across Huntington's disease progression.
- These connectivity changes, particularly in earlier stages, may serve as valuable biomarkers for monitoring HD progression and evaluating early interventions.

