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Updated: Apr 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
Resting-state functional connectivity associated with mild cognitive impairment in Parkinson's disease
Marianna Amboni1, Alessandro Tessitore, Fabrizio Esposito
1Neurodegenerative Diseases Center, Department of Medicine and Surgery, University of Salerno, Via Allende, 84081, Baronissi, SA, Italy.
Abstract:
Cognitive impairment is common in PD, even in early stages. The construct of mild cognitive impairment has been used to identify clinically evident cognitive impairment without functional decline in PD patients (PD-MCI). The aim of the present study was to investigate brain connectivity associated with PD-MCI through RS-fMRI. RS-fMRI at 3T was collected in 42 PD patients and 20 matched healthy controls. Among PD patients, 21 were classified as having MCI (PD-MCI) and 21 as cognitively unimpaired (PD-nMCI) based on criteria for possible PD-MCI (level I category). Single-subject and group-level ICA was used to investigate the integrity of brain networks related to cognition in PD patients with and without MCI. Image data processing and statistical analysis were performed in BrainVoyager QX. In addition, we used VBM to test whether functional connectivity differences were related to structural abnormalities. PD-nMCI and PD-MCI patients compared with controls showed decreased DMN connectivity. PD-MCI patients, but not PD-nMCI, compared with controls, showed decreased functional connectivity of bilateral prefrontal cortex within the frontoparietal network. The decreased prefrontal cortex connectivity correlated with cognitive parameters but not with clinical variables. VBM analysis did not reveal any difference in local gray matter between patients and controls. Our findings suggest that an altered DMN connectivity characterizes PD patients, regardless of cognitive status, whereas a functional disconnection of the frontoparietal network could be associated with MCI in PD in the absence of detectable structural changes.
Insights
Mild cognitive impairment in Parkinson's disease (PD-MCI) is linked to altered brain connectivity. Decreased default mode network connectivity is seen in all PD patients, while frontoparietal network changes specifically mark PD-MCI.
Area of Science:
- Neuroscience
- Neurology
- Medical Imaging
Background:
- Cognitive impairment is prevalent in Parkinson's disease (PD), even early on.
- Mild cognitive impairment (MCI) in PD (PD-MCI) is defined as cognitive impairment without functional decline.
- Understanding brain connectivity in PD-MCI is crucial for early detection and intervention.
Purpose of the Study:
- To investigate brain connectivity differences in PD patients with and without MCI using resting-state functional MRI (RS-fMRI).
- To explore the relationship between functional connectivity and structural abnormalities in PD-MCI.
- To identify specific network alterations associated with cognitive impairment in Parkinson's disease.
Main Methods:
- Collected RS-fMRI data from 42 PD patients (21 PD-MCI, 21 PD-nMCI) and 20 healthy controls.
- Utilized Independent Component Analysis (ICA) to analyze brain network integrity.
- Employed Voxel-Based Morphometry (VBM) to assess structural gray matter differences.
Main Results:
- Both PD-nMCI and PD-MCI groups showed decreased default mode network (DMN) connectivity compared to controls.
- PD-MCI patients exhibited reduced functional connectivity in the frontoparietal network (FPN), specifically in the prefrontal cortex, compared to controls.
- These FPN connectivity changes correlated with cognitive parameters but not clinical PD variables.
- VBM analysis found no significant differences in local gray matter volume between groups.
Conclusions:
- Altered DMN connectivity is a characteristic of PD, irrespective of cognitive status.
- Functional disconnection within the frontoparietal network may be specifically associated with MCI in PD.
- These functional changes occur without detectable structural gray matter abnormalities in PD-MCI.
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