Related Experiment Video
Updated: Feb 27, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Abnormal global functional network connectivity and its relationship to medial temporal atrophy in patients with
Can Sheng1,2,3, Mingrui Xia4,5,6, Haikuo Yu7
1Department of Neurology, XuanWu Hospital of Capital Medical University, Beijing, P. R. China.
Background:
Amnestic mild cognitive impairment (aMCI), which is recently considered as a high risk status for developing Alzheimer's disease (AD), manifests with gray matter atrophy and increased focal functional activity in the medial temporal lobe (MTL). However, the abnormalities of whole-brain functional network connectivity in aMCI and its relationship to medial temporal atrophy (MTA) remain unknown.
Methods:
In this study, thirty-six aMCI patients and thirty-five healthy controls (HCs) were recruited. Neuropsychological assessments and MTA visual rating scaling were carried out on all participants. Furthermore, whole brain functional network was constructed at voxel level, and functional connectivity strength (FCS) was computed as the sum of the connections for each node to capture its global integrity. General linear model was used to analyze the FCS values differences between aMCI and HCs. Then, the regions showing significant FCS differences were adopted as the imaging markers for discriminative analysis. Finally, the relationship between FCS values and clinical cognitive scores was correlated in patients with aMCI.
Results:
Comparing to HCs, aMCI exhibited significant atrophy in the MTL, while higher FCS values within the bilateral MTL regions and orbitofrontal cortices. Notably, the right hippocampus had the highest classification power, with the area under receiver operating characteristics (ROC) curve (AUC) of 0.790 (confidence interval: 0.678, 0.901). Moreover, FCS values of the right hippocampus and the left temporal pole were positively correlated with the cognitive performance in aMCI.
Conclusion:
This study demonstrated significantly structural atrophy and raised global functional integrity in the MTL, suggesting simultaneous disruption and compensation in prodromal AD. Increased intrinsic functional connectivity in the MTL may have the potential to discriminate subjects with tendency to develop AD.
Insights
Amnestic mild cognitive impairment (aMCI) shows medial temporal lobe (MTL) atrophy and increased functional connectivity, suggesting brain compensation. This functional integrity may help identify individuals at risk for Alzheimer's disease (AD).
Area of Science:
- Neuroimaging
- Neurology
- Cognitive Science
Background:
- Amnestic mild cognitive impairment (aMCI) is a high-risk state for Alzheimer's disease (AD).
- aMCI is characterized by medial temporal lobe (MTL) gray matter atrophy and increased focal activity.
- Whole-brain functional network connectivity and its relation to medial temporal atrophy (MTA) in aMCI are not well understood.
Purpose of the Study:
- To investigate whole-brain functional network connectivity abnormalities in aMCI.
- To explore the relationship between functional connectivity and medial temporal atrophy (MTA) in aMCI.
- To identify potential imaging markers for discriminating aMCI and predicting AD risk.
Main Methods:
- Recruited 36 aMCI patients and 35 healthy controls (HCs).
- Conducted neuropsychological assessments and MTA visual rating.
- Computed functional connectivity strength (FCS) at the voxel level and analyzed differences between groups using general linear models.
Main Results:
- aMCI patients showed significant MTL atrophy compared to HCs.
- Higher FCS values were observed in bilateral MTL regions and orbitofrontal cortices in aMCI.
- The right hippocampus demonstrated high classification power (AUC=0.790) for discriminating aMCI.
Conclusions:
- aMCI exhibits simultaneous structural atrophy and enhanced global functional integrity in the MTL.
- Increased intrinsic functional connectivity in the MTL may indicate compensatory mechanisms in prodromal AD.
- MTL functional connectivity shows potential as a biomarker for identifying individuals at risk for developing AD.
More Related Videos
12:09Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
Published on: August 5, 2014
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
Amnesia
The severity and duration of memory loss vary depending on the type and underlying cause. Amnesia is classified into two main types: retrograde and anterograde.
Retrograde amnesia is marked by the loss of memories formed before the onset of the condition. Patients may recall distant past events but often forget those occurring shortly before the incident.
Anterograde...
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...
Role of Hippocampus in Memory