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Published on: March 11, 2021
Patients with Mild Cognitive Impairment May be Stratified by Advanced Diffusion Metrics and Neurocognitive Testing
Jason W Allen1,2, Milad Yazdani3, Jian Kang4
1Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA.
Background And Purpose:
Mild cognitive impairment (MCI) is a prevalent disorder, with a subset of patients progressing to dementia each year. Although MCI may be subdivided into amnestic or vascular types as well as into single or multiple cognitive domain involvement, most prior studies using advanced diffusion imaging have not accounted for these categories. The purpose of the current study was to determine if the pattern of diffusion tensor imaging (DTI) and diffusion kurtosis imaging (DKI) metrics in patients with amnestic MCI (aMCI) correlate to specific cognitive domain impairments.
Methods:
Nineteen consecutive patients with aMCI referred for brain magnetic resonance imaging (MRI) were included. All subjects underwent neurocognitive testing. A z-score was calculated for each domain and a composite of all four domains. Brain MRI included standard structural imaging and diffusion imaging. Volumetric, DTI, and DKI metrics were calculated and statistical analysis was performed with adjustments for multiple measures and comparisons.
Results:
Statistically significant correlations between diffusion metrics and cognitive z-scores were detected: visuospatial-visuoconstructional z-scores only correlated with alterations in the corpus callosum splenium, executive functioning z-scores with the corpus callosum genu, memory testing z-scores with the left hippocampus, and composite z-scores with the anterior centrum semiovale.
Conclusion:
Neuroimaging studies of patients with aMCI to date have assumed a population with homogeneous cognitive impairment. Our results demonstrate selective patterns of regional diffusion metric alterations correlate to specific cognitive domain impairments. Future studies should account for this heterogeneity, and this may also be useful for prognostication.
Insights
Mild cognitive impairment (MCI) shows specific brain changes. Diffusion imaging reveals distinct patterns linking brain regions to memory, executive function, and visuospatial skills in amnestic MCI (aMCI) patients.
Area of Science:
- Neuroimaging
- Cognitive Neuroscience
- Radiology
Background:
- Mild cognitive impairment (MCI) is a common condition that can progress to dementia.
- Previous advanced imaging studies often overlooked MCI subtypes and cognitive variations.
- Understanding these differences is crucial for accurate diagnosis and prognosis.
Purpose of the Study:
- To investigate correlations between diffusion tensor imaging (DTI) and diffusion kurtosis imaging (DKI) metrics and specific cognitive impairments in patients with amnestic MCI (aMCI).
- To determine if diffusion imaging can reveal distinct patterns associated with different cognitive deficits in aMCI.
Main Methods:
- Included 19 patients with aMCI undergoing brain MRI.
- Performed comprehensive neurocognitive testing, calculating z-scores for individual domains and a composite score.
- Acquired and analyzed volumetric, DTI, and DKI metrics, with statistical adjustments for multiple comparisons.
Main Results:
- Found significant correlations between specific diffusion metrics and cognitive z-scores.
- Visuospatial-visuoconstructional scores correlated with the corpus callosum splenium.
- Executive functioning scores linked to the corpus callosum genu; memory scores to the left hippocampus.
- Composite scores correlated with the anterior centrum semiovale.
Conclusions:
- Results challenge the assumption of homogeneous cognitive impairment in aMCI.
- Demonstrated selective regional diffusion metric alterations correlating with specific cognitive domain impairments.
- Highlights the importance of accounting for cognitive heterogeneity in aMCI research and prognostication.
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