用平均视传播体MRI量化轻度外伤性脑损伤患者的纵向显微结构变化。

IF 3.8 2区 医学 Q1 CLINICAL NEUROLOGY
Mihika Gangolli, Priyanka Nadar, Luca Marinelli, Peter J Basser, Alexandru V Avram
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引用次数: 0

摘要

平均表观传播体MRI (MAP-MRI)可以无创性地量化组织微观结构的细微变化,与其他扩散MRI技术相比,可以对组织结构和结构完整性进行更细致、更全面的评估。我们研究了map - mri衍生的定量成像生物标志物在轻度创伤性脑损伤(mTBI)患者中检测先前未见的微结构损伤的敏感性,这些患者的临床扫描显示正常。我们开发并验证了MAP-MRI数据处理管道,用于分析健康对照和mTBI患者的弥散加权图像,这些患者的纵向扫描来自GE/NFL/mTBI MRI数据库。在90天的观察期间,一项对试点队列纵向组织变化的区域异常分析表明,与健康对照组相比,mTBI患者的白质束和深灰质核的一些map - mri衍生参数增加了间歇变异性。综上所述,对MAP-MRI指标变化的纵向监测可能为研究不同时间尺度下mTBI病理改变提供了一种全面的手段,而目前基于图像的生物标志物缺乏敏感性和特异性,无法预测患者的预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantifying Longitudinal Microstructural Changes in Mild Traumatic Brain Injury Patients with Mean Apparent Propagator MRI.

Mean apparent propagator MRI (MAP-MRI) quantifies subtle alterations in tissue microstructure noninvasively and provides a more nuanced and comprehensive assessment of tissue architectural and structural integrity compared with other diffusion MRI techniques. We investigate the sensitivity of MAP-MRI-derived quantitative imaging biomarkers to detect previously unseen microstructural damage in patients with mild traumatic brain injuries (mTBI), whose clinical scans otherwise appeared normal. We developed and validated an MAP-MRI data processing pipeline for analyzing diffusion-weighted images for use in healthy controls and mTBI patients whose longitudinal scans were obtained from the GE/NFL/mTBI MRI database. A regional outlier analysis of longitudinal tissue changes in a pilot cohort during a 90-day period of observation showed that several MAP-MRI-derived parameters had increased intersession variability in white matter tracts and deep gray matter nuclei of mTBI patients relative to healthy controls. In summary, longitudinal monitoring of changes in MAP-MRI metrics may provide a comprehensive means to study pathological mTBI alterations that evolve at different timescales, while current image-based biomarkers lack the sensitivity and specificity and are unable to predict patient outcome.

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来源期刊
Journal of neurotrauma
Journal of neurotrauma 医学-临床神经学
CiteScore
9.20
自引率
7.10%
发文量
233
审稿时长
3 months
期刊介绍: Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.
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