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Updated: May 2, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Differential white matter connectivity in early mild cognitive impairment according to CSF biomarkers
Jae-Sung Lim1, Young Ho Park2, Jae-Won Jang2
1Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Republic of Korea; Department of Neurology, Seoul National University College of Medicine, Seoul, Republic of Korea.
Abstract:
Mild cognitive impairment (MCI) is a heterogeneous group and certain MCI subsets eventually convert to dementia. Cerebrospinal fluid (CSF) biomarkers are known to predict this conversion. We sought evidence for the differences in white matter connectivity between early amnestic MCI (EMCI) subgroups according to a CSF phosphorylated tau181p/amyloid beta1-42 ratio of 0.10. From the Alzheimer's Disease Neuroimaging Initiative database, 16 high-ratio, 25 low-ratio EMCI patients, and 20 normal controls with diffusion tensor images and CSF profiles were included. Compared to the high-ratio group, radial diffusivity significantly increased in both sides of the corpus callosum and the superior and inferior longitudinal fasciculus in the low-ratio group. In widespread white matter skeleton regions, the low-ratio group showed significantly increased mean, axial, and radial diffusivity compared to normal controls. However, the high-ratio group showed no differences when compared to the normal group. In conclusion, our study revealed that there were significant differences in white matter connectivity between EMCI subgroups according to CSF phosphorylated tau181p/amyloid beta1-42 ratios.
Insights
Certain early amnestic mild cognitive impairment (EMCI) patients show distinct white matter changes. Differences in cerebrospinal fluid (CSF) tau/amyloid ratios reveal varying connectivity, predicting dementia conversion.
Area of Science:
- Neuroscience
- Biomarkers
- Neuroimaging
Background:
- Mild cognitive impairment (MCI) is a heterogeneous condition.
- A subset of MCI patients progress to dementia.
- Cerebrospinal fluid (CSF) biomarkers can predict MCI conversion to dementia.
Purpose of the Study:
- To investigate white matter connectivity differences in early amnestic MCI (EMCI) subgroups.
- To analyze these differences based on CSF phosphorylated tau181p/amyloid beta1-42 ratios.
- To understand the relationship between CSF biomarkers and white matter integrity in EMCI.
Main Methods:
- Utilized data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database.
- Included 16 high-ratio EMCI, 25 low-ratio EMCI, and 20 normal control participants.
- Analyzed diffusion tensor imaging (DTI) data and CSF profiles.
Main Results:
- The low-ratio EMCI group exhibited increased radial diffusivity in the corpus callosum and longitudinal fasciculi compared to the high-ratio group.
- The low-ratio EMCI group showed significantly increased mean, axial, and radial diffusivity in widespread white matter regions versus normal controls.
- The high-ratio EMCI group did not differ from normal controls in white matter diffusivity.
Conclusions:
- Significant white matter connectivity differences exist between EMCI subgroups.
- These differences correlate with CSF phosphorylated tau181p/amyloid beta1-42 ratios.
- CSF biomarker ratios may differentiate EMCI progression pathways.
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