Related Experiment Video
Updated: Jul 1, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Altered white matter functional pathways in Alzheimer's disease
Yilu Li1, Jinzhong Peng1, Zhenzhen Yang1
1The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Laboratory for Neuroinformation, Center for Information in Medicine, School of Life Science and Technology, University of Electronic Science and Technology of China, NO. 2006, Xiyuan Ave, West Hi-Tech Zone, 611731, Chengdu, China.
Alzheimer's disease disrupts white matter functional networks (WM-FNs) and their connections to gray matter (GM) and the corpus callosum. These network abnormalities correlate with disease progression, offering new insights into Alzheimer's pathophysiology.
Area of Science:
- Neuroscience
- Medical Imaging
- Systems Biology
Background:
- Alzheimer's disease (AD) involves gray matter (GM) dysfunction and white matter (WM) damage.
- The functional connectivity within WM and its relationship to GM networks in AD remain unclear.
Purpose of the Study:
- To investigate abnormalities in WM and GM functional networks and the corpus callosum across AD stages.
- To explore the relationship between WM functional networks (WM-FNs) and GM functional networks.
Main Methods:
- Functional connectivity (FC) and graph theory analysis were applied to a public dataset.
- Analysis focused on WM-FNs, GM networks, and the corpus callosum in controls and AD patients.
Main Results:
- AD patients showed decreased FC between deep WM-FNs and the corpus callosum splenium, and between sensorimotor/occipital WM-FNs and GM visual networks.
- Increased FC was observed between deep WM-FNs and GM sensorimotor networks.
- Graph theory metrics revealed widespread reductions in network integration and altered modular interactions in AD.
Conclusions:
- Abnormal integration of functional networks, particularly involving WM-FNs, is characteristic of Alzheimer's disease.
- These WM functional pathway abnormalities connect to the corpus callosum and GM, correlating with AD.
- This study offers a novel perspective on AD pathophysiology through the lens of WM functional networks.
More Related Videos
09:33Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
09:38Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
Related Concept Videos
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
Alzheimer's Disease: Treatment
Role of Neurotransmitters in Memory
Glutamate and Synaptic Plasticity
Glutamate, the brain's main excitatory neurotransmitter, is...
Dementia
The progression of dementia is generally gradual....