Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts

PurposeWe aimed to investigate the differences in plaque characteristics and hemodynamics in patients with ischemic stroke and transient ischemic attack (TIA), comparing the diagnostic abilities of high-resolution magnetic resonance imaging (HRMRI) and arterial spin labeling (ASL) for ischemic strok...

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Main Authors: Ling Li, Peichun Pan, Na Zhang, Yu Wen, Min Tang, Kai Ai, Xiaoling Zhang, Xiaoyan Lei, Xuejiao Yan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Neurology
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Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2025.1514679/full
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author Ling Li
Peichun Pan
Na Zhang
Yu Wen
Min Tang
Kai Ai
Xiaoling Zhang
Xiaoyan Lei
Xuejiao Yan
author_facet Ling Li
Peichun Pan
Na Zhang
Yu Wen
Min Tang
Kai Ai
Xiaoling Zhang
Xiaoyan Lei
Xuejiao Yan
author_sort Ling Li
collection DOAJ
description PurposeWe aimed to investigate the differences in plaque characteristics and hemodynamics in patients with ischemic stroke and transient ischemic attack (TIA), comparing the diagnostic abilities of high-resolution magnetic resonance imaging (HRMRI) and arterial spin labeling (ASL) for ischemic stroke.MethodsThis retrospective analysis included patients who underwent HRMRI and ASL between October 2020 and December 2023. We compared clinical risk factors, vascular plaque characteristics, and the presence of arterial transit artifacts (ATAs) at post-labeling delays (PLDs) of 1.5-s and 2.5-s between stroke and TIA groups. Multivariate logistic regression analysis was used to evaluate the diagnostic performance of different prediction models combining clinical factors, differential plaque characteristics, and the presence of ^PLD ATAs.ResultsA total of 147 patients (mean age, 57.12 ± 13.08 years; 102 men) were initially included in this study, divided into stroke (79) and TIA (68) groups. Significant differences in vascular positive remodeling, intraplaque hemorrhage, enhancement ratio, and the presence of 1.5-s and 2.5-s ATAs (p < 0.05) were observed between groups. Combined HRMRI and ASL performed best in distinguishing ischemic stroke and TIA (area under the curve [AUC], 0.926; 95% confidence interval [CI], 0.885–0.967), with no significant difference in ischemic stroke diagnostic performance between HRMRI and ASL (95% CI, −0.039 to 0.087, Z = 0.742, p = 0.458).ConclusionA model combined with plaque characteristics and ATAs showed good diagnostic performance in distinguishing between TIA and stroke in patients with intracranial atherosclerotic stenosis. ASL provides a simpler imaging evaluation method than HRMRI, and ATA evaluation may become a more widely used imaging marker in clinical practice.
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spelling doaj-art-be2f6cf6a41f442486e09a313a3e5d0a2025-08-20T03:43:01ZengFrontiers Media S.A.Frontiers in Neurology1664-22952025-03-011610.3389/fneur.2025.15146791514679Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifactsLing Li0Peichun Pan1Na Zhang2Yu Wen3Min Tang4Kai Ai5Xiaoling Zhang6Xiaoyan Lei7Xuejiao Yan8Shaanxi Provincial People's Hospital, Xi'an, ChinaFaculty of Medical Technology, Shaanxi University of Chinese Medicine, Xianyang, ChinaShaanxi Provincial People's Hospital, Xi'an, ChinaShaanxi Provincial People's Hospital, Xi'an, ChinaShaanxi Provincial People's Hospital, Xi'an, ChinaDepartment of Clinical Science, Philips Healthcare, Xi’an, ChinaShaanxi Provincial People's Hospital, Xi'an, ChinaShaanxi Provincial People's Hospital, Xi'an, ChinaShaanxi Provincial People's Hospital, Xi'an, ChinaPurposeWe aimed to investigate the differences in plaque characteristics and hemodynamics in patients with ischemic stroke and transient ischemic attack (TIA), comparing the diagnostic abilities of high-resolution magnetic resonance imaging (HRMRI) and arterial spin labeling (ASL) for ischemic stroke.MethodsThis retrospective analysis included patients who underwent HRMRI and ASL between October 2020 and December 2023. We compared clinical risk factors, vascular plaque characteristics, and the presence of arterial transit artifacts (ATAs) at post-labeling delays (PLDs) of 1.5-s and 2.5-s between stroke and TIA groups. Multivariate logistic regression analysis was used to evaluate the diagnostic performance of different prediction models combining clinical factors, differential plaque characteristics, and the presence of ^PLD ATAs.ResultsA total of 147 patients (mean age, 57.12 ± 13.08 years; 102 men) were initially included in this study, divided into stroke (79) and TIA (68) groups. Significant differences in vascular positive remodeling, intraplaque hemorrhage, enhancement ratio, and the presence of 1.5-s and 2.5-s ATAs (p < 0.05) were observed between groups. Combined HRMRI and ASL performed best in distinguishing ischemic stroke and TIA (area under the curve [AUC], 0.926; 95% confidence interval [CI], 0.885–0.967), with no significant difference in ischemic stroke diagnostic performance between HRMRI and ASL (95% CI, −0.039 to 0.087, Z = 0.742, p = 0.458).ConclusionA model combined with plaque characteristics and ATAs showed good diagnostic performance in distinguishing between TIA and stroke in patients with intracranial atherosclerotic stenosis. ASL provides a simpler imaging evaluation method than HRMRI, and ATA evaluation may become a more widely used imaging marker in clinical practice.https://www.frontiersin.org/articles/10.3389/fneur.2025.1514679/fullarterial spin labelingarterial transit artifactshigh-resolution MRItransient ischemic attackstroke
spellingShingle Ling Li
Peichun Pan
Na Zhang
Yu Wen
Min Tang
Kai Ai
Xiaoling Zhang
Xiaoyan Lei
Xuejiao Yan
Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
Frontiers in Neurology
arterial spin labeling
arterial transit artifacts
high-resolution MRI
transient ischemic attack
stroke
title Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
title_full Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
title_fullStr Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
title_full_unstemmed Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
title_short Distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
title_sort distinguishing stroke from transient ischemic attack using plaque characteristics and arterial transit artifacts
topic arterial spin labeling
arterial transit artifacts
high-resolution MRI
transient ischemic attack
stroke
url https://www.frontiersin.org/articles/10.3389/fneur.2025.1514679/full
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