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MRI 指标在 NCAA-DOD 脑震荡评估、研究和教育(CARE)联盟的高级研究核心中的稳定性。

Stability of MRI metrics in the advanced research core of the NCAA-DoD concussion assessment, research and education (CARE) consortium.

机构信息

Department of Radiology, Medical College of Wisconsin, Milwaukee, WI, USA.

Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.

出版信息

Brain Imaging Behav. 2018 Aug;12(4):1121-1140. doi: 10.1007/s11682-017-9775-y.

Abstract

The NCAA-DoD Concussion Assessment, Research, and Education (CARE) consortium is performing a large-scale, comprehensive study of sport related concussions in college student-athletes and military service academy cadets. The CARE "Advanced Research Core" (ARC), is focused on executing a cutting-edge investigative protocol on a subset of the overall CARE athlete population. Here, we present the details of the CARE ARC MRI acquisition and processing protocol along with preliminary analyzes of within-subject, between-site, and between-subject stability across a variety of MRI biomarkers. Two experimental datasets were utilized for this analysis. First, two "human phantom" subjects were imaged multiple times at each of the four CARE ARC imaging sites, which utilize equipment from two imaging vendors. Additionally, a control cohort of healthy athletes participating in non-contact sports were enrolled in the study at each CARE ARC site and imaged at four time points. Multiple morphological image contrasts were acquired in each MRI exam; along with quantitative diffusion, functional, perfusion, and relaxometry imaging metrics. As expected, the imaging markers were found to have varying levels of stability throughout the brain. Importantly, between-subject variance was generally found to be greater than within-subject and between-site variance. These results lend support to the expectation that cross-site and cross-vendor advanced quantitative MRI metrics can be utilized to improve analytic power in assessing sensitive neurological variations; such as those effects hypothesized to occur in sports-related-concussion. This stability analysis provides a crucial foundation for further work utilizing this expansive dataset, which will ultimately be freely available through the Federal Interagency Traumatic Brain Injury Research Informatics System.

摘要

NCAA-DoD 脑震荡评估、研究和教育 (CARE) 联盟正在对大学生运动员和军事院校学员的与运动相关的脑震荡进行大规模、全面的研究。CARE 的“高级研究核心”(ARC)专注于对 CARE 运动员人群的一个子集执行一项前沿的调查方案。在这里,我们介绍了 CARE ARC MRI 采集和处理方案的详细信息,以及对各种 MRI 生物标志物的受试者内、站点间和受试者间稳定性的初步分析。该分析利用了两个实验数据集。首先,两个“人体模型”受试者在 CARE ARC 的四个成像站点中的每个站点被多次成像,这些站点使用来自两个成像供应商的设备。此外,每个 CARE ARC 站点都招募了参加非接触性运动的健康运动员作为对照队列,并在四个时间点进行了成像。在每次 MRI 检查中都获得了多个形态学图像对比,以及定量扩散、功能、灌注和弛豫率成像指标。正如预期的那样,成像标志物在整个大脑中表现出不同程度的稳定性。重要的是,受试者间的方差通常大于受试者内和站点间的方差。这些结果支持了这样一种期望,即跨站点和跨供应商的高级定量 MRI 指标可用于提高评估敏感神经变化的分析能力;例如,假设这些变化会出现在与运动相关的脑震荡中。这种稳定性分析为进一步利用这个广泛的数据集提供了一个至关重要的基础,最终这些数据将通过联邦机构间创伤性脑损伤研究信息系统免费提供。

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