Related Experiment Video
Updated: Aug 3, 2025
Author Spotlight: Assessing Ischemic Stroke Damage Through Middle Cerebral Artery Occlusion Model
Published on: August 11, 2023
Proposal of multimodal computed tomography-based scoring system in prediction of hemorrhagic transformation in acute
Nada Elsaid1,2, Guido Bigliardi3, Maria Luisa Dell'Acqua3
1Stroke Unit-Neurology Clinic, Department of Neuroscience, Ospedale Civile di Baggiovara, AOU di Modena, Modena, Italy. nadaabdelhameed@mans.edu.eg.
Introduction:
The routinely used computed tomography (CT)-based workup in the setting of acute ischemic stroke (AIS) includes non-contrast brain CT, CT angiography (CTA), and CT perfusion. Several CT, CTA, CTP-based radiological biomarkers of hemorrhagic transformation (HT) were reported.
Aim Of The Study:
To assess the predictive value of the combined multimodal CT parameters for HT after AIS and proposal of predictive scoring scale.
Methods:
The source images of the NCCT, CTA and CTP of 282 AIS patients involving the anterior circulation (HT = 91, non-HT = 191) were retrospectively reviewed and the following biomarkers were recorded and analyzed: Early subtle ischemic signs, hyperdense middle cerebral artery sign (HMCAS) and Alberta Stroke Program Early CT Score (ASPECTS) < 7 in NCCT, large-vessel occlusion (LVO), clot burden score (CBS) < 6, large-vessel occlusion, poor collateral score (CS) and Tmax > 6 s ≥ 56.5 ml. A scoring system to predict HT based on these biomarkers was developed. Each biomarker counts for a single point with the total score ranging from 0 to 7.
Results:
All the aforementioned multimodal CT biomarkers and the selected cut offs were significantly associated with higher HT risk. The calculated scores were statistically significant different between the HT and the non-HT groups with AUC 0.761 (95% CI 0.703-0.819, P < 0.0000001). Rates of HT were approximately five times higher in patients with score ≥ 3.
Conclusion:
Multimodal CT-based scoring system may provide highly reliable predictive model of hemorrhagic transformation in acute ischemic stroke.
