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Brain Infarct Segmentation and Registration on MRI or CT for Lesion-symptom Mapping
Published on: September 25, 2019
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Strategic infarct location for post-stroke cognitive impairment: A multivariate lesion-symptom mapping study
Lei Zhao1, J Matthijs Biesbroek2, Lin Shi1,3
11 Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, NT, Hong Kong SAR, China.
Summary
Stroke-related cognitive impairment is linked to specific brain lesion locations. This study identified the left angular gyrus and left basal ganglia as key areas impacting cognitive function after stroke.
Area of Science:
- Neuroscience
- Neurology
- Cognitive Science
Background:
- Lesion location significantly influences cognitive impairment following a stroke.
- Previous research identified some 'strategic' brain regions, but a comprehensive map is missing due to sample size and methodological limitations.
Purpose of the Study:
- To identify strategic brain regions associated with post-stroke cognitive impairment using a large patient cohort.
- To create a detailed map of brain areas critical for cognitive function after ischemic stroke.
Main Methods:
- Multivariate lesion-symptom mapping was applied to 410 acute ischemic stroke patients.
- Cognitive function was assessed using the Montreal Cognitive Assessment (MoCA) at 3-6 months post-stroke.
- Voxel-level and region-of-interest analyses utilized support vector regression to correlate infarct location with cognitive outcomes.
Main Results:
- The left angular gyrus, left basal ganglia, and surrounding white matter were consistently identified as strategic for global cognitive impairment.
- Specific overlapping cortical and subcortical networks were found to be associated with individual cognitive domains (memory, language, attention, executive, visuospatial).
Conclusions:
- The left angular gyrus and left basal ganglia are critical brain regions for cognitive function after stroke.
- Domain-specific strategic networks exist for various cognitive functions, highlighting the complexity of post-stroke cognitive impairment.
- Future multicenter studies with larger cohorts are needed for more comprehensive infarct location-based models.
Keywords:
Cognitive impairmentinfarct locationischemic strokemultivariate lesion-symptom mappingsupport vector regression
