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Published on: October 13, 2016
Mild cognitive impairment: differential atrophy in the hippocampal subfields
B J Hanseeuw1, K Van Leemput, M Kavec
1Department of Neurology, Saint-Luc University Hospital, Brussels, Belgium. bernard.hanseeuw@uclouvain.be
Background And Purpose:
Hippocampus volumetry is a useful surrogate marker for the diagnosis of Alzheimer disease, but it seems insufficiently sensitive for the aMCI stage. We postulated that some hippocampus subfields are specifically atrophic in aMCI and that measuring hippocampus subfield volumes will improve sensitivity of MR imaging to detect aMCI.
Materials And Methods:
We evaluated episodic memory and hippocampus subfield volume in 15 patients with aMCI and 15 matched controls. After segmentation of the whole hippocampus from clinical MR imaging, we applied a new computational method allowing fully automated segmentation of the hippocampus subfields. This method used a Bayesian modeling approach to infer segmentations from the imaging data.
Results:
In comparison with controls, subiculum and CA2-3 were significantly atrophic in patients with aMCI, whereas total hippocampus volume and other subfields were not. Total hippocampus volume in controls was age-related, whereas episodic memory was the main explanatory variable for both the total hippocampus volume and the subfields that were atrophic in patients with aMCI. Segmenting subfields increases sensitivity to diagnose aMCI from 40% to 73%.
Conclusions:
Measuring CA2-3 and subiculum volumes allows a better detection of aMCI.
Insights
Measuring specific hippocampus subfield volumes, particularly the subiculum and CA2-3, significantly improves the detection of early Alzheimer disease (aMCI). This enhanced MRI sensitivity aids in diagnosing mild cognitive impairment.
Area of Science:
- Neuroimaging
- Alzheimer Disease Research
- Computational Anatomy
Background:
- Hippocampus volumetry is a known marker for Alzheimer disease.
- Current methods lack sensitivity for detecting early stages like amnestic mild cognitive impairment (aMCI).
- Specific hippocampus subfield atrophy patterns may exist in aMCI.
Purpose of the Study:
- To investigate if specific hippocampus subfield volumes are reduced in aMCI.
- To determine if measuring these subfield volumes enhances MRI sensitivity for aMCI detection.
Main Methods:
- Evaluated episodic memory and hippocampus subfield volumes in 15 aMCI patients and 15 controls.
- Utilized a novel, fully automated computational method for hippocampus subfield segmentation.
- Employed Bayesian modeling for image segmentation inference.
Main Results:
- Subiculum and CA2-3 subfields showed significant atrophy in aMCI patients compared to controls.
- Total hippocampus volume and other subfields did not differ significantly.
- Episodic memory was the primary factor influencing hippocampus volumes in aMCI.
- Sensitivity for diagnosing aMCI increased from 40% to 73% by segmenting subfields.
Conclusions:
- Measuring CA2-3 and subiculum volumes improves the diagnostic sensitivity for aMCI.
- This targeted volumetric analysis offers a more sensitive MRI approach for early Alzheimer disease detection.
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