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Updated: Jul 7, 2026

Evaluation of the Cognitive Performance of Hypertensive Patients with Silent Cerebrovascular Lesions
Published on: April 23, 2021
Gray matter atrophy in patients with ischemic stroke with cognitive impairment
Glenn T Stebbins1, David L Nyenhuis, Changsheng Wang
1Department of Neurological Sciences, Rush University Medical Center, 1725 W. Harrison, Suite 309, Chicago, IL 60612, USA. gstebbin@rush.edu
Background And Purpose:
Patients with ischemic stroke are at risk for developing vascular cognitive impairment ranging from mild impairments to dementia. MRI findings of infarction, white matter hyperintensities, and global cerebral atrophy have been implicated in the development of vascular cognitive impairment. The present study investigated regional gray matter volume differences between patients with ischemic stroke with no cognitive impairment and those with impairment in at least one domain of cognitive function.
Methods:
Ninety-one patients with ischemic stroke participated. Detailed neuropsychological testing was used to characterize cognitive functioning in 7 domains: orientation, attention, working memory, language, visuospatial ability, psychomotor speed, and memory. High-resolution T1-weighted 3-dimensional fast-spoiled gradient recalled structural MRIs were processed using optimized voxel-based morphometry techniques while controlling for lesions. Whole brain voxelwise regional differences in gray matter volume were assessed between patients with stroke with no impaired cognitive domains and patients with stroke with at least one impaired cognitive domain. Logistic regression models were used to assess the contribution of demographic variables, stroke-related variables, and voxel-based morphometry results to classification of cognitive impairment group membership.
Results:
Fifty-one patients had no impairments in any cognitive domain and 40 patients were impaired in at least one cognitive domain. Logistic regression identified significant contributions to cognitive impairment groups for demographic variables, stroke-related variables, and cognitive domain performance. Voxel-based morphology results demonstrated significant gray matter volume reductions in patients with stroke with one or more cognitive domain impairment compared with patients with stroke without cognitive impairment that was seen mostly in the thalamus with smaller reductions found in the cingulate gyrus and frontal, temporal, parietal, and occipital lobes. These reductions were present after controlling for group differences in age, education, stroke volume, and laterality of stroke. The addition of voxel-based morphometry-derived thalamic volume significantly improved a logistic regression model predicting cognitive impairment group membership when added to demographic variables, stroke-related variables, and cognitive domain performance.
Conclusions:
These results suggest a central role for the thalamus and lesser roles for other cortical regions in the development of cognitive impairment after ischemic stroke. Indeed, consideration of thalamic volumes adds significant information to the classification of cognitive impaired versus nonimpaired groups beyond information provided by demographic, stroke-related, and cognitive performance measures.
Insights
Patients with ischemic stroke may develop cognitive impairment. This study found reduced gray matter volume, particularly in the thalamus, in stroke patients with cognitive impairment, aiding in classification.
Area of Science:
- Neuroscience
- Radiology
- Cognitive Neurology
Background:
- Ischemic stroke patients face risks for vascular cognitive impairment (VCI), ranging from mild deficits to dementia.
- Previous research implicated MRI findings like infarction, white matter hyperintensities, and cerebral atrophy in VCI development.
Purpose of the Study:
- To investigate regional gray matter volume differences in patients with ischemic stroke.
- To compare cognitive function between ischemic stroke patients without cognitive impairment and those with impairment in at least one cognitive domain.
Main Methods:
- Ninety-one ischemic stroke patients underwent detailed neuropsychological testing across seven cognitive domains.
- High-resolution structural MRI (3D fast-spoiled gradient recalled) was analyzed using voxel-based morphometry (VBM), controlling for stroke lesions.
- Voxelwise regional gray matter volume differences were assessed between cognitively unimpaired and impaired stroke patient groups; logistic regression analyzed classification contributions.
Main Results:
- Forty out of 91 patients exhibited cognitive impairment in at least one domain.
- VBM revealed significant gray matter volume reductions in impaired patients, primarily in the thalamus, with smaller reductions in the cingulate gyrus and lobes.
- Thalamic volume, derived from VBM, significantly improved the prediction of cognitive impairment group membership when added to demographic, stroke, and cognitive performance data.
Conclusions:
- The thalamus plays a central role, and other cortical regions play lesser roles in cognitive impairment post-ischemic stroke.
- Thalamic volume measurements provide significant additional information for classifying cognitive impairment in stroke patients beyond traditional measures.
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