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Published on: August 7, 2017
Identifying the Alteration Patterns of Brain Functional Connectivity in Progressive Mild Cognitive Impairment
Yanjia Deng1, Kai Liu1, Lin Shi2
1Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong Shatin, Hong Kong.
Abstract:
Patients with mild cognitive impairment (MCI) are at high risk for developing Alzheimer's disease (AD), while some of them may remain stable over decades. The underlying mechanism is still not fully understood. In this study, we aimed to explore the connectivity differences between progressive MCI (PMCI) and stable MCI (SMCI) individuals on a whole-brain scale and on a voxel-wise basis, and we also aimed to reveal the differential dynamic alteration patterns between these two disease subtypes. The resting-state functional magnetic resonance images of PMCI and SMCI patients at baseline and year-one were obtained from the Alzheimer's Disease Neuroimaging Initiative dataset, and the progression was determined based on a 3-year follow-up. A whole-brain voxel-wise degree map that was calculated based on graph-theory was constructed for each subject, and then the cross-sectional and longitudinal analyses on the degree maps were performed between PMCI and SMCI patients. In longitudinal analyses, compared with SMCI group, PMCI group showed decreased long-range degree in the left middle occipital/supramarginal gyrus, while the short-range degree was increased in the left supplementary motor area and middle frontal gyrus and decreased in the right middle temporal pole. A significant longitudinal alteration of decreased short-range degree in the right middle occipital was found in PMCI group. Taken together with previous evidence, our current findings may suggest that PMCI, compared with SMCI, might be a "severe" presentation of disease along the AD continuum, and the rapidly reduced degree in the right middle occipital gyrus may have indicative value for the disease progression. Moreover, the cross-sectional comparison results and corresponding receiver-operator characteristic-curves analyses may indicate that the baseline degree difference is not a good predictor of disease progression in MCI patients. Overall, these findings may provide objective evidence and an indicator to characterize the progression-related brain connectivity changes in MCI patients.
Insights
Progressive mild cognitive impairment (MCI) shows distinct brain connectivity changes compared to stable MCI. Reduced connectivity in the right middle occipital gyrus may indicate Alzheimer's disease progression.
Area of Science:
- Neuroscience
- Medical Imaging
- Neurology
Background:
- Mild cognitive impairment (MCI) presents a risk for Alzheimer's disease (AD) development, with variable progression rates.
- Understanding the neural mechanisms differentiating stable MCI (SMCI) from progressive MCI (PMCI) is crucial for predicting AD.
- Current knowledge on brain connectivity differences and dynamic alterations between PMCI and SMCI is limited.
Purpose of the Study:
- To investigate whole-brain connectivity differences between PMCI and SMCI using graph theory.
- To identify voxel-wise, cross-sectional, and longitudinal alterations in brain networks.
- To reveal differential dynamic changes in brain connectivity patterns between PMCI and SMCI.
Main Methods:
- Utilized resting-state functional MRI data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) dataset.
- Calculated whole-brain voxel-wise degree maps using graph theory for PMCI and SMCI patients.
- Performed cross-sectional and longitudinal analyses on degree maps, with progression determined by a 3-year follow-up.
Main Results:
- Longitudinal analysis revealed decreased long-range degree in PMCI (left middle occipital/supramarginal gyrus) and increased short-range degree (left supplementary motor area/middle frontal gyrus).
- PMCI showed decreased short-range degree in the right middle temporal pole and a significant longitudinal decrease in the right middle occipital gyrus.
- Cross-sectional degree differences were not strong predictors of MCI progression.
Conclusions:
- PMCI may represent a more severe stage of the Alzheimer's disease continuum compared to SMCI.
- Reduced degree in the right middle occipital gyrus could serve as an indicator for MCI progression.
- Findings offer objective evidence for progression-related brain connectivity changes in MCI.
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