Rafael-Patiño Jonathan, Fischi-Gomez Elda, Madrona Antoine, Ravano Veronica, Maréchal Bénédicte, Kober Tobias, Pistocchi Silvia, Salerno Alexander, Saliou Guillaume, Michel Patrik, Wiest Roland, McKinley Richard, Richiardi Jonas
Department of Radiology (J.R.-P., E.F.-G., V.R., T.K., S.P., A.S., G.S., J.R.), Lausanne University Hospital, Switzerland.
University of Lausanne, Switzerland (J.R.-P., E.F.-G., A.S., P.M., J.R.).
Stroke. 2025 Apr;56(4):915-925. doi: 10.1161/STROKEAHA.124.047317. Epub 2025 Mar 24.
Diffusion-weighted magnetic resonance imaging is essential for diagnosing ischemic stroke and identifying targets for emergency revascularization. Apparent diffusion coefficient (ADC) maps derived from diffusion-weighted magnetic resonance imaging are commonly used to locate the infarct core, but they are not strictly quantitative and can vary across platforms and sites due to technical factors. This retrospective study was conducted to examine how differences in ADC map generation, resulting from varied protocols across platforms and sites, affect the determination of infarct core size, location, and related clinical outcomes in acute stroke.
In this retrospective study, 726 patients with acute anterior circulation stroke from a cohort of 1210 unique visits to the Lausanne University Hospital between May 2018 and January 2021 were selected, excluding patients with poor quality imaging or no magnetic resonance imaging or clinical information available. Diffusion-weighted magnetic resonance imaging data were used to generate ADC maps as they would appear from different protocols: 2 simulated with low- and medium-angular resolution (4 and 12 diffusion gradient directions) and 1 with high-angular resolution (20 directions). Using DEFUSE criteria and image postprocessing, ischemic cores were localized; core volume, location, and associations to the National Institutes of Health Stroke Scale and modified Rankin Scale scores were compared between the 2 imaging sequences.
Significant differences were observed in the ADC distribution within white matter, particularly in the kurtosis and skewness, with the segmented infarct core volume being higher in protocols with reduced angular resolution compared with the 20-directions data (7.63 mL versus 3.78 mL). The volumetric differences persisted after correcting for age, sex, and type of intervention. Infarcted voxel's locations varied significantly between the 2 protocols. This variability affected associations between infarct core volume and clinical scores, with lower associations observed for 4-direction data compared with 20-direction data for the National Institutes of Health Stroke Scale at admission and after 24 hours, and modified Rankin Scale after 3 months, further confirmed by multivariate regression.
Imaging protocol heterogeneity leads to significant changes in the ADC distribution, ischemic core location, size, and association with clinical scores. Work is needed in standardizing imaging protocols to improve the reliability of ADC as an imaging biomarker in stroke management protocols to improve the reliability of ADC as an imaging biomarker in stroke management.
扩散加权磁共振成像对于诊断缺血性中风和确定紧急血管再通的靶点至关重要。从扩散加权磁共振成像得出的表观扩散系数(ADC)图通常用于定位梗死核心,但它们并非严格定量,并且由于技术因素在不同平台和地点可能会有所不同。本回顾性研究旨在探讨不同平台和地点的不同方案所导致的ADC图生成差异如何影响急性中风中梗死核心大小、位置及相关临床结局的判定。
在这项回顾性研究中,从2018年5月至2021年1月在洛桑大学医院的1210次独立就诊队列中选取了726例急性前循环中风患者,排除成像质量差或无磁共振成像或临床信息的患者。利用扩散加权磁共振成像数据按照不同方案生成ADC图:2种模拟低和中等角分辨率(4和12个扩散梯度方向)以及1种高角分辨率(20个方向)。采用DEFUSE标准和图像后处理来定位缺血核心;比较2种成像序列之间的核心体积、位置以及与美国国立卫生研究院卒中量表和改良Rankin量表评分的相关性。
在白质内观察到ADC分布存在显著差异, 尤其是峰度和偏度方面,与20个方向的数据相比,角分辨率降低的方案中分割的梗死核心体积更大(7.63 mL对3.78 mL)。在校正年龄、性别和干预类型后,体积差异仍然存在。两种方案之间梗死体素的位置有显著差异。这种变异性影响了梗死核心体积与临床评分之间的相关性,对于美国国立卫生研究院卒中量表入院时和24小时后以及3个月后的改良Rankin量表,与20个方向的数据相比,4个方向的数据观察到的相关性更低,多变量回归进一步证实了这一点。
成像方案的异质性导致ADC分布、缺血核心位置、大小以及与临床评分的相关性发生显著变化。需要开展工作来规范成像方案,以提高ADC作为中风管理方案中成像生物标志物的可靠性。