Related Experiment Video
Updated: Apr 7, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Aberrant Functional Connectivity Architecture in Alzheimer's Disease and Mild Cognitive Impairment: A Whole-Brain,
Bo Zhou1, Hongxiang Yao2, Pan Wang1
1Department of Neurology, Institute of Geriatrics and Gerontology, Chinese PLA General Hospital, Beijing 100853, China.
Abstract:
The purpose of our study was to investigate whether the whole-brain functional connectivity pattern exhibits disease severity-related alterations in patients with Alzheimer's disease (AD) and mild cognitive impairment (MCI). Resting-state functional magnetic resonance imaging data were acquired in 27 MCI subjects, 35 AD patients, and 27 age- and gender-matched subjects with normal cognition (NC). Interregional functional connectivity was assessed based on a predefined template which parcellated the brain into 90 regions. Altered whole-brain functional connectivity patterns were identified via connectivity comparisons between the AD and NC subjects. Finally, the relationship between functional connectivity strength and cognitive ability according to the mini-mental state examination (MMSE) was evaluated in the MCI and AD groups. Compared with the NC group, the AD group exhibited decreased functional connectivities throughout the brain. The most significantly affected regions included several important nodes of the default mode network and the temporal lobe. Moreover, changes in functional connectivity strength exhibited significant associations with disease severity-related alterations in the AD and MCI groups. The present study provides novel evidence and will facilitate meta-analysis of whole-brain analyses in AD and MCI, which will be critical to better understand the neural basis of AD.
Insights
Alzheimer's disease (AD) and mild cognitive impairment (MCI) show altered brain connectivity. Decreased functional connectivity in AD patients correlates with disease severity, impacting the default mode network and temporal lobe.
Area of Science:
- Neuroscience
- Medical Imaging
- Cognitive Science
Background:
- Alzheimer's disease (AD) and mild cognitive impairment (MCI) represent a spectrum of neurodegenerative disorders.
- Understanding the neural underpinnings of cognitive decline is crucial for early diagnosis and intervention.
- Whole-brain functional connectivity alterations are increasingly recognized as potential biomarkers.
Purpose of the Study:
- To investigate alterations in whole-brain functional connectivity patterns in relation to disease severity in Alzheimer's disease (AD) and mild cognitive impairment (MCI).
- To explore the relationship between functional connectivity strength and cognitive status as measured by the Mini-Mental State Examination (MMSE).
Main Methods:
- Resting-state functional magnetic resonance imaging (fMRI) data were collected from 27 MCI subjects, 35 AD patients, and 27 healthy controls (NC).
- Interregional functional connectivity was assessed across 90 predefined brain regions.
- Connectivity differences between AD and NC groups were analyzed, and correlations with MMSE scores were evaluated in MCI and AD groups.
Main Results:
- Alzheimer's disease patients exhibited significantly decreased whole-brain functional connectivity compared to normal cognition controls.
- Key affected regions included nodes of the default mode network and temporal lobe structures.
- Functional connectivity changes were significantly associated with disease severity and cognitive impairment in both AD and MCI groups.
Conclusions:
- The study provides evidence for widespread functional connectivity disruptions in Alzheimer's disease and mild cognitive impairment.
- These connectivity alterations are linked to disease severity, suggesting their potential as biomarkers.
- Findings contribute to understanding the neural basis of AD and MCI and will aid future meta-analyses.
More Related Videos
09:38Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
09:01A Method for Investigating Age-related Differences in the Functional Connectivity of Cognitive Control Networks Associated with Dimensional Change Card Sort Performance
Published on: May 7, 2014
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