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Updated: Jan 3, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
The effect of white matter signal abnormalities on default mode network connectivity in mild cognitive impairment
Zhuonan Wang1,2, Victoria J Williams3, Kimberly A Stephens1
1Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts.
Abstract:
Regions within the default mode network (DMN) are particularly vulnerable to Alzheimer's disease pathology and mechanisms of DMN disruption in mild cognitive impairment (MCI) are still unclear. White matter lesions are presumed to be mechanistically linked to vascular dysfunction whereas cortical atrophy may be related to neurodegeneration. We examined associations between DMN seed-based connectivity, white matter lesion load, and cortical atrophy in MCI and cognitively healthy controls. MCI showed decreased functional connectivity (FC) between the precuneus-seed and bilateral lateral temporal cortex (LTC), medial prefrontal cortex (mPFC), posterior cingulate cortex, and inferior parietal lobe compared to those with controls. When controlling for white matter lesion volume, DMN connectivity differences between groups were diminished within bilateral LTC, although were significantly increased in the mPFC explained by significant regional associations between white matter lesion volume and DMN connectivity only in the MCI group. When controlling for cortical thickness, DMN FC was similarly decreased across both groups. These findings suggest that white matter lesions and cortical atrophy are differentially associated with alterations in FC patterns in MCI. Associations between white matter lesions and DMN connectivity in MCI further support at least a partial but important vascular contribution to age-associated neural and cognitive impairment.
Insights
White matter lesions, not just brain atrophy, significantly alter default mode network connectivity in mild cognitive impairment (MCI). This suggests vascular factors play a key role in MCI-related neural changes.
Area of Science:
- Neuroscience
- Neurology
- Radiology
Background:
- Default mode network (DMN) dysfunction is implicated in Alzheimer's disease, but its mechanisms in mild cognitive impairment (MCI) remain unclear.
- White matter lesions (WMLs) are linked to vascular issues, while cortical atrophy is associated with neurodegeneration, both potentially affecting DMN connectivity.
Purpose of the Study:
- To investigate the associations between DMN functional connectivity (FC), WML load, and cortical atrophy in individuals with MCI and healthy controls.
- To differentiate the contributions of WMLs and cortical atrophy to DMN alterations in MCI.
Main Methods:
- Seed-based functional connectivity analysis of the DMN using resting-state fMRI.
- Quantification of white matter lesion volume and cortical thickness.
- Comparison of DMN FC, WMLs, and cortical thickness between MCI and control groups.
Main Results:
- MCI patients exhibited decreased DMN FC compared to controls, particularly between the precuneus and lateral temporal cortex, medial prefrontal cortex, posterior cingulate cortex, and inferior parietal lobe.
- Controlling for WML volume reduced DMN connectivity differences in the lateral temporal cortex but revealed increased connectivity in the medial prefrontal cortex in MCI, linked to WMLs.
- Controlling for cortical thickness showed similar DMN FC decreases across both MCI and control groups.
Conclusions:
- White matter lesions and cortical atrophy differentially impact DMN functional connectivity in MCI.
- The findings highlight a significant vascular contribution of white matter lesions to DMN alterations and cognitive impairment in MCI.
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