基于磁共振成像的脑出血大血管病因预测:MACRO 评分

IF 7.7 1区 医学 Q1 CLINICAL NEUROLOGY Neurology Pub Date : 2024-11-26 Epub Date: 2024-10-31 DOI:10.1212/WNL.0000000000209950
Simon Fandler-Höfler, Gareth Ambler, Martina B Goeldlin, Lena Obergottsberger, Gerit Wünsch, Markus Kneihsl, Wenpeng Zhang, Yang Du, Martina Locatelli, Hatice Ozkan, Philip S Nash, Oliver Nistl, Larysa Panteleienko, Rom Mendel, Kitti Thiankhaw, Robert J Simister, Hans Rolf Jäger, Christian Enzinger, David J Seiffge, Thomas Gattringer, David J Werring
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引用次数: 0

摘要

背景和目的:虽然大多数自发性脑内出血(ICH)是由脑小血管疾病(SVD)引起的,但每 7 到 10 例中就有 1 例是由大血管疾病引起的。快速诊断对治疗和预后具有重要意义,但有时需要进行数字减影血管造影术(DSA),这种侵入性手术不可能对所有患者都适用。磁共振成像对 SVD 标记具有最佳灵敏度,但未被纳入以往的风险分层评分中。我们的目标是建立并验证包括磁共振成像结果在内的大血管性 ICH 风险分层评分,以指导诊断和进一步检查:我们汇集了两个大型观察性研究队列(伦敦/英国和格拉茨/奥地利)的数据,这些研究队列中的连续 ICH 患者在症状出现 90 天内接受了脑部 MRI 和至少一种血管造影检查。主要结果是导致 ICH 的大血管病因(动静脉畸形/硬脑膜动静脉瘘、动脉瘤、海绵瘤或脑静脉血栓),诊断基于神经血管多学科会议。通过套索逻辑回归,我们建立了磁共振脑出血病因评估(MACRO)评分,以评估大血管病因的概率。我们使用引导法进行了内部验证,并在一个独立队列(伯尔尼/瑞士)中进行了外部验证:我们共纳入了 1,043 名 ICH 患者(平均年龄 66 岁,42% 为女性),其中 78 人有大血管病因(7.5%)。最终评分包括年龄(0-39 岁、40-69 岁或≥70 岁)、ICH 位置(脑叶、深部或脑下部)和 MRI 上的 SVD 标记(≥1 个微小出血点、≥1 个裂隙、皮质浅层巩膜增生或使用 Fazekas 量表的白质高密度)。MACRO 评分的乐观调整 c 统计量为 0.90(95% CI 0.88-0.93),优于现有的基于 CT 的评分(p < 0.001)。在外部验证中,c 统计量为 0.87(95% CI 0.80-0.94)。MACRO评分≥6分(59.5%的患者)表示大血管病因的风险很低(0.2%),而评分≤2分(9%的患者)表示风险很高(48.9%):讨论:基于磁共振成像的MACRO评分在预测自发性脑内出血大血管病因的可能性方面表现出色,有助于指导进一步的检查。重要的局限性包括研究设计的观察性以及DSA在少数患者中的应用。
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MRI-Based Prediction of Macrovascular Causes of Intracerebral Hemorrhage: The MACRO Score.

Background and objectives: Although most spontaneous intracerebral hemorrhages (ICHs) are due to cerebral small vessel diseases (SVDs), between 1 in 7 and 1 in 10 are due to a macrovascular cause. Rapid diagnosis has important therapeutic and prognostic implications but sometimes requires digital subtraction angiography (DSA), an invasive procedure which cannot be performed in all patients. MRI provides optimal sensitivity for markers of SVD but was not included in previous risk stratification scores. We aimed to create and validate a risk stratification score for macrovascular causes of ICH including MRI findings to guide diagnosis and further investigations.

Methods: We pooled data from 2 large observational study cohorts (London/United Kingdom and Graz/Austria) of consecutive patients with ICH who had brain MRI and at least 1 angiographic modality within 90 days of symptom onset. The primary outcome was a macrovascular cause of ICH (arteriovenous malformation/dural arteriovenous fistula, aneurysm, cavernoma, or cerebral venous thrombosis), with the diagnosis based on neurovascular multidisciplinary meetings. Using lasso logistic regression, we built the MRI Assessment of the Causes of intRacerebral haemOrrhage (MACRO) score to assess the probability of a macrovascular cause. We performed internal validation using bootstrapping and external validation in an independent cohort (Bern/Switzerland).

Results: We included 1,043 patients with ICH (mean age 66 years, 42% female), 78 of whom had a macrovascular cause (7.5%). The final score includes age (0-39, 40-69, or ≥70), location of ICH (lobar, deep, or infratentorial), and SVD markers on MRI (≥1 microbleed, ≥1 lacune, presence of cortical superficial siderosis, or white matter hyperintensities using the Fazekas scale). The MACRO score showed an optimism-adjusted c-statistic of 0.90 (95% CI 0.88-0.93), superior to existing CT-based scores (p < 0.001). In external validation, the c-statistic was 0.87 (95% CI 0.80-0.94). MACRO scores ≥6 (59.5% of patients) indicated a very low risk of a macrovascular cause (0.2%), while scores ≤2 (9% of patients) indicated a high risk (48.9%).

Discussion: The MRI-based MACRO score shows excellent performance in predicting the likelihood of macrovascular causes of spontaneous intracerebral hemorrhage, making it useful in guiding further investigations. Important limitations include the observational study design and the performance of DSA in a minority of patients.

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来源期刊
Neurology
Neurology 医学-临床神经学
CiteScore
12.20
自引率
4.00%
发文量
1973
审稿时长
2-3 weeks
期刊介绍: Neurology, the official journal of the American Academy of Neurology, aspires to be the premier peer-reviewed journal for clinical neurology research. Its mission is to publish exceptional peer-reviewed original research articles, editorials, and reviews to improve patient care, education, clinical research, and professionalism in neurology. As the leading clinical neurology journal worldwide, Neurology targets physicians specializing in nervous system diseases and conditions. It aims to advance the field by presenting new basic and clinical research that influences neurological practice. The journal is a leading source of cutting-edge, peer-reviewed information for the neurology community worldwide. Editorial content includes Research, Clinical/Scientific Notes, Views, Historical Neurology, NeuroImages, Humanities, Letters, and position papers from the American Academy of Neurology. The online version is considered the definitive version, encompassing all available content. Neurology is indexed in prestigious databases such as MEDLINE/PubMed, Embase, Scopus, Biological Abstracts®, PsycINFO®, Current Contents®, Web of Science®, CrossRef, and Google Scholar.
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