Related Experiment Video
Updated: Jun 19, 2026

Evaluation of the Cognitive Performance of Hypertensive Patients with Silent Cerebrovascular Lesions
Published on: April 23, 2021
Heterogeneity in mild cognitive impairment: differences in neuropsychological profile and associated white matter
Lisa Delano-Wood1, Mark W Bondi, Joshua Sacco
1Department of Psychiatry, School of Medicine, University of California-San Diego, La Jolla, CA 92161, USA. ldelano@ucsd.edu
Abstract:
This study examined whether distinct neuropsychological profiles could be delineated in a sample with Mild Cognitive Impairment (MCI) and whether white matter lesion (WML) burden contributed to MCI group differences. A heterogeneous, clinical sample of 70 older adults diagnosed with MCI was assessed using cognitive scores, and WML was quantified using a semi-automated, volumetric approach on T2-weighted fluid-attenuated inversion recovery (FLAIR) images. Using cluster and discriminant analyses, three distinct groups (Memory/Language, Executive/Processing Speed, and Pure Memory) were empirically derived based on cognitive scores. Results also showed a dose dependent relationship of WML burden to MCI subgroup, with the Executive/Processing Speed subgroup demonstrating significantly higher levels of WML pathology when compared to the other subgroups. In addition, there was a dissociation of lesion type by the two most impaired subgroups (Memory/Language and Executive/Processing Speed) such that the Memory/Language subgroup showed higher periventricular lesion (PVL) and lower deep white matter lesion (DWML) volumes, whereas the Executive/Processing Speed demonstrated higher DWML and lower PVL volumes. Results demonstrate that distinct MCI subgroups can be empirically derived and reliably differentiated from a heterogeneous MCI sample, and that these profiles differ according to WML burden. Overall, findings suggest different underlying pathologies within MCI and contribute to our understanding of MCI subtypes.
Insights
Distinct subtypes of Mild Cognitive Impairment (MCI) were identified, showing varying white matter lesion (WML) burdens. These findings suggest different underlying pathologies contribute to MCI progression.
Area of Science:
- Neuroscience
- Gerontology
- Radiology
Background:
- Mild Cognitive Impairment (MCI) is a heterogeneous condition.
- Understanding MCI subtypes is crucial for targeted interventions.
- White Matter Lesions (WMLs) are common in aging and may influence cognitive decline.
Purpose of the Study:
- To delineate distinct neuropsychological profiles within a sample of individuals with MCI.
- To investigate the contribution of white matter lesion (WML) burden to observed MCI group differences.
- To explore potential differences in lesion types across identified MCI subgroups.
Main Methods:
- A clinical sample of 70 older adults diagnosed with MCI was assessed.
- Cognitive scores were used to identify distinct patient groups.
- Semi-automated volumetric analysis of T2-weighted FLAIR MRI images quantified WML burden.
- Cluster and discriminant analyses were employed to derive and differentiate MCI subgroups.
Main Results:
- Three distinct MCI subgroups were identified: Memory/Language, Executive/Processing Speed, and Pure Memory.
- A dose-dependent relationship was observed between WML burden and MCI subgroup.
- The Executive/Processing Speed subgroup exhibited significantly higher WML burden compared to other subgroups.
- Dissociation in lesion type was noted: Memory/Language subgroup had higher periventricular lesion (PVL) and lower deep white matter lesion (DWML) volumes, while the Executive/Processing Speed subgroup showed the inverse.
Conclusions:
- Distinct MCI subgroups can be empirically derived and reliably differentiated.
- Neuropsychological profiles within MCI are associated with varying WML burdens.
- Findings suggest diverse underlying pathologies contribute to MCI subtypes, aiding in understanding disease mechanisms.
More Related Videos
Related Concept Videos
Dementia l: Introduction
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ and tau...
Alzheimer Disease ll: Pathophysiology
Alzheimer Disease l: Introduction
Dementia
The progression of dementia is generally gradual.

