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Hippocampus- and thalamus-related fiber-specific white matter reductions in mild cognitive impairment
Yu Zhou1, Xiaopeng Si2,3,4, Yuanyuan Chen2,3
1School of Microelectronics, Tianjin University, Tianjin 300072, China.
Abstract:
Early diagnosis of mild cognitive impairment (MCI) fascinates screening high-risk Alzheimer's disease (AD). White matter is found to degenerate earlier than gray matter and functional connectivity during MCI. Although studies reveal white matter degenerates in the limbic system for MCI, how other white matter degenerates during MCI remains unclear. In our method, regions of interest with a high level of resting-state functional connectivity with hippocampus were selected as seeds to track fibers based on diffusion tensor imaging (DTI). In this way, hippocampus-temporal and thalamus-related fibers were selected, and each fiber's DTI parameters were extracted. Then, statistical analysis, machine learning classification, and Pearson's correlations with behavior scores were performed between MCI and normal control (NC) groups. Results show that: 1) the mean diffusivity of hippocampus-temporal and thalamus-related fibers are significantly higher in MCI and could be used to classify 2 groups effectively. 2) Compared with normal fibers, the degenerated fibers detected by the DTI indexes, especially for hippocampus-temporal fibers, have shown significantly higher correlations with cognitive scores. 3) Compared with the hippocampus-temporal fibers, thalamus-related fibers have shown significantly higher correlations with depression scores within MCI. Our results provide novel biomarkers for the early diagnoses of AD.
Insights
Early diagnosis of Alzheimer's disease (AD) may be improved by identifying white matter degeneration in mild cognitive impairment (MCI). This study found specific fiber tracts linked to the hippocampus and thalamus show significant changes, offering new biomarkers for early AD detection.
Area of Science:
- Neuroimaging
- Neuroscience
- Biomarkers
Background:
- Mild cognitive impairment (MCI) precedes Alzheimer's disease (AD), with white matter degeneration occurring early.
- While limbic system white matter changes in MCI are known, other affected tracts remain unclear.
- Identifying novel biomarkers is crucial for early AD diagnosis and intervention.
Purpose of the Study:
- To investigate white matter degeneration in the hippocampus-temporal and thalamus-related fibers in individuals with MCI.
- To assess the potential of diffusion tensor imaging (DTI) parameters in these fibers as biomarkers for early AD detection.
- To correlate white matter changes with cognitive and depression scores in MCI patients.
Main Methods:
- Used diffusion tensor imaging (DTI) to track hippocampus-temporal and thalamus-related white matter fibers.
- Extracted DTI parameters (e.g., mean diffusivity) from selected fibers.
- Applied statistical analysis, machine learning classification, and correlation analyses between MCI and normal control (NC) groups.
Main Results:
- Significantly higher mean diffusivity was observed in hippocampus-temporal and thalamus-related fibers in the MCI group, enabling effective classification.
- Degenerated fibers, particularly hippocampus-temporal ones, showed stronger correlations with cognitive scores compared to normal fibers.
- Thalamus-related fibers exhibited stronger correlations with depression scores in MCI patients than hippocampus-temporal fibers.
Conclusions:
- Hippocampus-temporal and thalamus-related white matter fibers show significant degeneration in MCI.
- DTI parameters of these fibers serve as effective biomarkers for early AD diagnosis.
- These findings contribute to understanding white matter changes in MCI and their relation to cognitive and mood symptoms.
Related Concept Videos
Role of Hippocampus in Memory
Role of Cerebellum and Prefrontal Cortex in Memory
Cerebrum: Anatomical Overview II
Functional Brain Systems: Limbic System
Diencephalon: Anatomical Regions
Diencephalon: Thalamus and Information Relay

