Biological and Procedural Predictors of Outcome in the Stroke Preclinical Assessment Network (SPAN) Trial.

IF 16.5 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Circulation research Pub Date : 2024-08-16 Epub Date: 2024-07-22 DOI:10.1161/CIRCRESAHA.123.324139
Andreia Morais, Takahiko Imai, Xuyan Jin, Joseph J Locascio, Ligia Boisserand, Alison L Herman, Anjali Chauhan, Jessica Lamb, Karisma Nagarkatti, Marcio A Diniz, Mariia Kumskova, Nirav Dhanesha, Pradip K Kamat, Mohammad Badruzzaman Khan, Krishnan M Dhandapani, Rakesh B Patel, Brijesh Sutariya, Yanrong Shi, Klaus van Leyen, W Taylor Kimberly, David C Hess, Jaroslaw Aronowski, Enrique C Leira, Raymond C Koehler, Anil K Chauhan, Lauren H Sansing, Patrick D Lyden, Cenk Ayata
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引用次数: 0

Abstract

Background: The SPAN trial (Stroke Preclinical Assessment Network) is the largest preclinical study testing acute stroke interventions in experimental focal cerebral ischemia using endovascular filament middle cerebral artery occlusion (MCAo). Besides testing interventions against controls, the prospective design captured numerous biological and procedural variables, highlighting the enormous heterogeneity introduced by the multicenter structure that might influence stroke outcomes. Here, we leveraged the unprecedented sample size achieved by the SPAN trial and the prospective design to identify the biological and procedural variables that affect experimental stroke outcomes in transient endovascular filament MCAo.

Methods: The study cohort included all mice enrolled and randomized in the SPAN trial (N=1789). Mice were subjected to 60-minute MCAo and followed for a month. Thirteen biological and procedural independent variables and 4 functional (weight loss and 4-point neuroscore on days 1 and 2, corner test on days 7 and 28, and mortality) and 3 tissue (day 2, magnetic resonance imaging infarct volumes and swelling; day 30, magnetic resonance imaging tissue loss) outcome variables were prospectively captured. Multivariable regression with stepwise elimination was used to identify the predictors and their effect sizes.

Results: Older age, active circadian stage at MCAo, and thinner and longer filament silicone tips predicted higher mortality. Older age, larger body weight, longer anesthesia duration, and longer filament tips predicted worse neuroscores, while high-fat diet and blood flow monitoring predicted milder neuroscores. Older age and a high-fat diet predicted worse corner test performance. While shorter filament tips predicted more ipsiversive turning, longer filament tips appeared to predict contraversive turning. Age, sex, and weight interacted when predicting the infarct volume. Older age was associated with smaller infarcts on day 2 magnetic resonance imaging, especially in animals with larger body weights; this association was most conspicuous in females. High-fat diet also predicted smaller infarcts. In contrast, the use of cerebral blood flow monitoring and more severe cerebral blood flow drop during MCAo, longer anesthesia, and longer filament tips all predicted larger infarcts. Bivariate analyses among the dependent variables highlighted a disconnect between tissue and functional outcomes.

Conclusions: Our analyses identified variables affecting endovascular filament MCAo outcome, an experimental stroke model used worldwide. Multiple regression refuted some commonly reported predictors and revealed previously unrecognized associations. Given the multicenter prospective design that represents a sampling of real-world conditions, the degree of heterogeneity mimicking clinical trials, the large number of predictors adjusted for in the multivariable model, and the large sample size, we think this is the most definitive analysis of the predictors of preclinical stroke outcome to date. Future multicenter experimental stroke trials should standardize or at least ensure a balanced representation of the biological and procedural variables identified herein as potential confounders.

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中风临床前评估网络 (SPAN) 试验结果的生物学和程序预测因素。
背景:SPAN试验(脑卒中临床前评估网络)是在实验性局灶性脑缺血中使用血管内丝状大脑中动脉闭塞(MCAo)测试急性脑卒中干预措施的最大规模临床前研究。除了针对对照组测试干预措施外,前瞻性设计还捕捉了大量生物和程序变量,凸显了多中心结构带来的可能影响卒中预后的巨大异质性。在此,我们利用 SPAN 试验前所未有的样本量和前瞻性设计来确定影响瞬时血管内丝 MCAo 实验性卒中结果的生物和程序变量:研究队列包括所有参加 SPAN 试验并随机分配的小鼠(N=1789)。对小鼠进行 60 分钟的 MCAo,并随访一个月。前瞻性地采集了13个生物和程序自变量、4个功能变量(第1天和第2天的体重减轻和4点神经评分、第7天和第28天的转角测试以及死亡率)和3个组织变量(第2天,磁共振成像梗死体积和肿胀;第30天,磁共振成像组织损失)。采用逐步剔除法进行多变量回归,以确定预测因素及其效应大小:年龄越大、MCAo 的昼夜节律阶段越活跃、硅胶尖端越细越长,预示死亡率越高。年龄越大、体重越重、麻醉时间越长、硅胶头丝越长,预示神经系统评分越差,而高脂饮食和血流监测预示神经系统评分越轻。年龄较大和高脂肪饮食预示着转角测试成绩较差。较短的丝尖预示着更多的同向转弯,而较长的丝尖似乎预示着反向转弯。年龄、性别和体重在预测梗死体积时相互影响。年龄越大,第2天磁共振成像显示的梗死面积越小,尤其是体重较大的动物;这种关联在雌性动物中最为明显。高脂肪饮食也会导致脑梗塞体积变小。相反,使用脑血流监测、MCAo期间脑血流下降更严重、麻醉时间更长以及丝尖更长都预示着梗死面积更大。因变量之间的双变量分析凸显了组织和功能结果之间的脱节:我们的分析确定了影响血管内丝 MCAo 结果的变量,这是一种全球通用的实验性中风模型。多元回归驳斥了一些常见的预测因素,并揭示了以前未曾认识到的关联。鉴于多中心前瞻性设计代表了真实世界的抽样情况,异质性程度模拟了临床试验,在多变量模型中调整了大量预测因素,以及样本量大,我们认为这是迄今为止对临床前卒中结局预测因素最权威的分析。未来的多中心脑卒中实验应标准化或至少确保均衡代表本文确定的潜在混杂因素的生物和程序变量。
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来源期刊
Circulation research
Circulation research 医学-外周血管病
CiteScore
29.60
自引率
2.00%
发文量
535
审稿时长
3-6 weeks
期刊介绍: Circulation Research is a peer-reviewed journal that serves as a forum for the highest quality research in basic cardiovascular biology. The journal publishes studies that utilize state-of-the-art approaches to investigate mechanisms of human disease, as well as translational and clinical research that provide fundamental insights into the basis of disease and the mechanism of therapies. Circulation Research has a broad audience that includes clinical and academic cardiologists, basic cardiovascular scientists, physiologists, cellular and molecular biologists, and cardiovascular pharmacologists. The journal aims to advance the understanding of cardiovascular biology and disease by disseminating cutting-edge research to these diverse communities. In terms of indexing, Circulation Research is included in several prominent scientific databases, including BIOSIS, CAB Abstracts, Chemical Abstracts, Current Contents, EMBASE, and MEDLINE. This ensures that the journal's articles are easily discoverable and accessible to researchers in the field. Overall, Circulation Research is a reputable publication that attracts high-quality research and provides a platform for the dissemination of important findings in basic cardiovascular biology and its translational and clinical applications.
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