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Brain Infarct Segmentation and Registration on MRI or CT for Lesion-symptom Mapping
Published on: September 25, 2019
Final cerebral infarct volume is predictable by MR imaging at 1 week
1Service de NeuroImagerie Diagnostique et Thérapeutique, Université Victor Segalen Bordeaux, CHU de Bordeaux, France. thomas.tourdias@chu-bordeaux.fr
AJNR. American Journal of Neuroradiology
|October 23, 2010
Summary
Subacute stroke volume measured by MRI predicts final infarct size and functional outcomes. This allows for earlier assessment of stroke damage and prognosis, streamlining clinical trials.
Area of Science:
- Neurology
- Radiology
- Medical Imaging
Background:
- Stroke volume is a key endpoint in clinical trials, typically assessed 30 days post-ictus.
- Current methods require waiting for the chronic stage (30-45 days) for final infarct volume measurement.
- Early assessment of stroke volume could expedite trial timelines.
Purpose of the Study:
- To determine if subacute Magnetic Resonance (MR) imaging infarct volumes (days 3-6) can predict final chronic infarct volumes (days 30-45).
- To assess if subacute infarct volumes correlate with functional disability (modified Rankin Scale - mRS).
- To evaluate the feasibility of early stroke volume assessment in clinical trials.
Main Methods:
- Ninety-five middle cerebral artery stroke patients underwent serial MR imaging at 12 hours, days 3-6, and days 30-45.
- Linear regression analyzed the relationship between subacute (FLAIR-2) and chronic (FLAIR-3) infarct volumes.
- Logistic regression assessed the association between FLAIR volumes and mRS scores.
- Receiver Operating Characteristic (ROC) analysis determined model performance using Area Under the Curve (AUC).
Main Results:
- A strong linear association was found between subacute and chronic infarct volumes (R² = 81%).
- Subacute FLAIR volumes independently predicted mRS scores, similar to chronic volumes.
- Model performance for predicting mRS was comparable for both subacute and chronic volumes (AUC ≈ 0.89).
Conclusions:
- Subacute infarct volume is a reliable predictor of final infarct volume.
- Early MR imaging assessment of stroke volume provides equivalent clinical prognosis to chronic assessment.
- Subacute stroke volume measurement can be utilized in clinical trials for earlier endpoint evaluation.
