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Brain Infarct Segmentation and Registration on MRI or CT for Lesion-symptom Mapping
Published on: September 25, 2019
Acute MRI changes in progressive ischemic stroke
E Kalowska1, E Rostrup, S Rosenbaum
1Danish Research Center of Magnetic Resonance, Hvidovre Hospital, University of Copenhagen, Copenhagen, Denmark. e_kalowska@dadlnet.dk
Background And Purpose:
Neurological deterioration following acute stroke is common and associated with increased morbidity and mortality. The underlying pathophysiological mechanisms are not fully understood, and it is difficult to predict which patients are at risk of deterioration. Our study aimed to assess if acute MRI findings could be used for the prediction of stroke in progression (SIP).
Methods:
Prospectively 41 patients, 13 with lacunar infarcts and 28 with territorial infarcts, were admitted to an acute stroke unit within 24 h of stroke onset (median 11 h, range 3- 22). Diffusion-weighted imaging (DWI), perfusion-weighted imaging and magnetic resonance angiography were performed 3 times, immediately after clinical evaluation, on day 7 and after 3 months. Clinical neurological assessments were performed every 2 h during the first 24 h and once daily from day 2 to 7. SIP was defined as a permanent decrease of >or=3 Scandinavian Stroke Scale (SSS) points for speech or >or=2 SSS points for consciousness or >or=2 SSS points for limb strength, when assessed at baseline compared to the day after admission and daily during the following week. Patients were followed up on day 90 and assessed using the modified Rankin Scale, Barthel Index and SSS score. Patients with and without SIP were compared using both clinical and MRI data obtained on admission, on day 7 and after 3 months.
Results:
Fifteen patients (37%) developed SIP. Increased DWI lesion volume on day 7 in all strokes was associated with SIP (chi(2), p = 0.005). All lacunar infarcts with a DWI volume >1.5 cm(3) at baseline (4 patients) developed SIP (p < 0.005). Patients with territorial infarcts and SIP had lower baseline SSS scores with severer symptoms than non-SIP patients (p
Conclusions:
These findings suggest that SIP is due to growth of the lesion volume from baseline to day 7. In patients with lacunar infarcts, there was an association between initial lesion size and risk of developing SIP. However, for territorial infarcts, baseline SSS was found to be the best individual predictor of SIP and clinical outcome.
Insights
Acute stroke progression (SIP) is linked to lesion volume growth. Larger initial lesion size predicts SIP in lacunar infarcts, while baseline Scandinavian Stroke Scale (SSS) scores predict SIP in territorial infarcts.
Area of Science:
- Neurology
- Radiology
- Neuroscience
Background:
- Neurological deterioration after acute stroke, known as stroke in progression (SIP), is common and impacts patient outcomes.
- The mechanisms driving SIP are not fully understood, hindering accurate prediction of at-risk individuals.
- Predicting SIP is crucial for timely intervention and improved patient management.
Purpose of the Study:
- To evaluate the utility of acute magnetic resonance imaging (MRI) findings in predicting stroke in progression (SIP).
- To identify early imaging biomarkers associated with neurological deterioration post-stroke.
- To differentiate predictors of SIP in lacunar versus territorial infarcts.
Main Methods:
- Prospective study of 41 acute stroke patients (13 lacunar, 28 territorial) admitted within 24 hours.
- Serial Diffusion-Weighted Imaging (DWI), perfusion imaging, and MRA performed at baseline, day 7, and 3 months.
- Clinical neurological assessments (Scandinavian Stroke Scale - SSS) conducted frequently in the acute phase and during follow-up.
Main Results:
- Fifteen patients (37%) developed SIP, characterized by significant neurological decline.
- Increased DWI lesion volume at day 7 correlated with SIP across all stroke types.
- In lacunar infarcts, baseline DWI lesion volume >1.5 cm³ predicted SIP (p < 0.005).
- For territorial infarcts, lower baseline SSS scores were associated with SIP, and logistic regression identified baseline SSS as an independent predictor.
Conclusions:
- Stroke in progression (SIP) appears related to lesion volume expansion between baseline and day 7.
- Initial lesion size is a key predictor of SIP in lacunar infarcts.
- Baseline Scandinavian Stroke Scale (SSS) score is the strongest individual predictor of SIP and clinical outcome in territorial infarcts.
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Ischemic Stroke l: Introduction
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