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Updated: Apr 21, 2026

Measuring Post-Stroke Cerebral Edema, Infarct Zone and Blood-Brain Barrier Breakdown in a Single Set of Rodent Brain Samples
Published on: October 23, 2020
Brain edema predicts outcome after nonlacunar ischemic stroke
Thomas W K Battey1, Mahima Karki1, Aneesh B Singhal1
1From the Center for Human Genetic Research (T.W.K.B., M.K., W.T.K.), Division of Neurocritical Care and Emergency Neurology (T.W.K.B., M.K., W.T.K.), J. Philip Kistler Stroke Research Center (T.W.K.B., M.K., A.B.S., O.W., S.S., W.T.K.), and Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology (O.W.), Massachusetts General Hospital, Boston; Department of Radiology, Royal Melbourne Hospital, Parkville, Victoria, Australia (B.C.V.C., S.M.D.); Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia (B.C.V.C., G.A.D.); and Division of Neurocritical Care and Emergency Neurology, Yale New Haven Hospital, CT (K.N.S.).
Background And Purpose:
In malignant infarction, brain edema leads to secondary neurological deterioration and poor outcome. We sought to determine whether swelling is associated with outcome in smaller volume strokes.
Methods:
Two research cohorts of acute stroke subjects with serial brain MRI were analyzed. The categorical presence of swelling and infarct growth was assessed on diffusion-weighted imaging (DWI) by comparing baseline and follow-up scans. The increase in stroke volume (ΔDWI) was then subdivided into swelling and infarct growth volumes using region-of-interest analysis. The relationship of these imaging markers with outcome was evaluated in univariable and multivariable regression.
Results:
The presence of swelling independently predicted worse outcome after adjustment for age, National Institutes of Health Stroke Scale, admission glucose, and baseline DWI volume (odds ratio, 4.55; 95% confidence interval, 1.21-18.9; P<0.02). Volumetric analysis confirmed that ΔDWI was associated with outcome (odds ratio, 4.29; 95% confidence interval, 2.00-11.5; P<0.001). After partitioning ΔDWI into swelling and infarct growth volumetrically, swelling remained an independent predictor of poor outcome (odds ratio, 1.09; 95% confidence interval, 1.03-1.17; P<0.005). Larger infarct growth was also associated with poor outcome (odds ratio, 7.05; 95% confidence interval, 1.04-143; P<0.045), although small infarct growth was not. The severity of cytotoxic injury measured on apparent diffusion coefficient maps was associated with swelling, whereas the perfusion deficit volume was associated with infarct growth.
Conclusions:
Swelling and infarct growth each contribute to total stroke lesion growth in the days after stroke. Swelling is an independent predictor of poor outcome, with a brain swelling volume of ≥11 mL identified as the threshold with greatest sensitivity and specificity for predicting poor outcome.
Insights
Brain swelling and infarct growth significantly impact stroke outcomes. Swelling volume exceeding 11 mL is a key predictor of poor neurological outcomes in stroke patients.
Area of Science:
- Neurology
- Radiology
- Neuroimaging
Background:
- Brain edema in malignant infarction correlates with poor neurological outcomes.
- Understanding swelling's role in smaller strokes is crucial for predicting patient prognosis.
Purpose of the Study:
- To investigate the association between brain swelling and clinical outcomes in acute stroke patients.
- To differentiate the impact of swelling versus infarct growth on stroke outcomes.
Main Methods:
- Analysis of two acute stroke cohorts using serial brain MRI.
- Assessment of swelling and infarct growth using diffusion-weighted imaging (DWI) and region-of-interest analysis.
- Evaluation of imaging markers' relationship with outcome via univariable and multivariable regression.
Main Results:
- Brain swelling independently predicted worse outcomes (OR, 4.55; P<0.02).
- Increased stroke volume (ΔDWI) correlated with poor outcomes (OR, 4.29; P<0.001).
- Volumetrically, swelling (OR, 1.09; P<0.005) and larger infarct growth (OR, 7.05; P<0.045) independently predicted poor outcomes.
Conclusions:
- Both swelling and infarct growth contribute to lesion expansion post-stroke.
- Brain swelling is an independent predictor of poor stroke outcomes.
- A brain swelling volume of ≥11 mL serves as a sensitive and specific threshold for predicting poor outcomes.
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Ischemic Stroke l: Introduction

