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Updated: May 20, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Increased functional connectivity within medial temporal lobe in mild cognitive impairment
Sandhitsu R Das1, John Pluta, Lauren Mancuso
1Penn Image Computing and Science Laboratory (PICSL), Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA. sudas@seas.upenn.edu
Early Alzheimer's disease (AD) shows altered brain connectivity before structural changes. Amnestic mild cognitive impairment reveals increased functional connectivity within the medial temporal lobe (MTL), particularly the hippocampus.
Area of Science:
- Neuroscience
- Neurology
- Radiology
Background:
- Preclinical and prodromal Alzheimer's disease (AD) pathology may cause functional neuronal network changes before structural alterations.
- Resting-state functional magnetic resonance imaging (fMRI) measures functional connectivity, offering insights into network states affected by disease.
Purpose of the Study:
- To investigate functional connectivity changes in the medial temporal lobe (MTL) in amnestic mild cognitive impairment (aMCI) using high-resolution MRI.
- To characterize early AD-related alterations in brain network connectivity.
Main Methods:
- Utilized high-resolution magnetic resonance imaging (MRI) to delineate subregions within the MTL.
- Assessed resting-state functional connectivity between the entorhinal cortex, MTL subregions (especially the anterior hippocampus), and default mode network (DMN) nodes.
Main Results:
- Observed increased functional connectivity between the entorhinal cortex and MTL subregions in aMCI patients, with the most significant increase in the anterior hippocampus.
- Replicated findings of decreased functional connectivity between the MTL and other DMN nodes.
Conclusions:
- The study reveals a dissociation in functional connectivity changes within the MTL compared to its connections with neocortical structures in early AD.
- These findings enhance the characterization of early-stage AD progression and may serve as potential biomarkers.
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