From the Department of Radiology (S.D., J.W., S.K.K., S.C., Y.L.), New York University Grossman School of Medicine, New York, New York.
Department of Biomedical Engineering (S.A., A.L.), Department of Radiology, Columbia University, New York, New York.
AJNR Am J Neuroradiol. 2024 Jun 7;45(6):795-801. doi: 10.3174/ajnr.A8204.
Mild traumatic brain injury is theorized to cause widespread functional changes to the brain. Resting-state fMRI may be able to measure functional connectivity changes after traumatic brain injury, but resting-state fMRI studies are heterogeneous, using numerous techniques to study ROIs across various resting-state networks.
We systematically reviewed the literature to ascertain whether adult patients who have experienced mild traumatic brain injury show consistent functional connectivity changes on resting-state -fMRI, compared with healthy patients.
We used 5 databases (PubMed, EMBASE, Cochrane Central, Scopus, Web of Science).
Five databases (PubMed, EMBASE, Cochrane Central, Scopus, and Web of Science) were searched for research published since 2010. Search strategies used keywords of "functional MR imaging" and "mild traumatic brain injury" as well as related terms. All results were screened at the abstract and title levels by 4 reviewers according to predefined inclusion and exclusion criteria. For full-text inclusion, each study was evaluated independently by 2 reviewers, with discordant screening settled by consensus.
Data regarding article characteristics, cohort demographics, fMRI scan parameters, data analysis processing software, atlas used, data characteristics, and statistical analysis information were extracted.
Across 66 studies, 80 areas were analyzed 239 times for at least 1 time point, most commonly using independent component analysis. The most analyzed areas and networks were the whole brain, the default mode network, and the salience network. Reported functional connectivity changes varied, though there may be a slight trend toward decreased whole-brain functional connectivity within 1 month of traumatic brain injury and there may be differences based on the time since injury.
Studies of military, sports-related traumatic brain injury, and pediatric patients were excluded. Due to the high number of relevant studies and data heterogeneity, we could not be as granular in the analysis as we would have liked.
Reported functional connectivity changes varied, even within the same region and network, at least partially reflecting differences in technical parameters, preprocessing software, and analysis methods as well as probable differences in individual injury. There is a need for novel rs-fMRI techniques that better capture subject-specific functional connectivity changes.
轻度创伤性脑损伤理论上会导致大脑广泛的功能变化。静息态 fMRI 可能能够测量创伤性脑损伤后的功能连接变化,但静息态 fMRI 研究存在异质性,使用多种技术来研究不同静息态网络中的 ROI。
我们系统地回顾了文献,以确定经历轻度创伤性脑损伤的成年患者与健康患者相比,在静息态 fMRI 上是否表现出一致的功能连接变化。
我们使用了 5 个数据库(PubMed、EMBASE、Cochrane Central、Scopus 和 Web of Science)。
使用 5 个数据库(PubMed、EMBASE、Cochrane Central、Scopus 和 Web of Science)搜索了自 2010 年以来发表的研究。搜索策略使用了“功能磁共振成像”和“轻度创伤性脑损伤”的关键词以及相关术语。根据预定义的纳入和排除标准,由 4 位评审员对所有结果进行了摘要和标题水平的筛选。对于全文纳入,由 2 位评审员独立评估每一项研究,通过共识解决不一致的筛选。
提取了有关文章特征、队列人口统计学、fMRI 扫描参数、数据分析处理软件、使用的图谱、数据特征和统计分析信息的数据。
在 66 项研究中,80 个区域被分析了 239 次,至少有 1 次,最常用的是独立成分分析。分析最多的区域和网络是全脑、默认模式网络和突显网络。虽然在创伤性脑损伤后 1 个月内可能存在全脑功能连接轻度下降的趋势,但基于受伤后的时间,可能存在差异,但报告的功能连接变化各不相同。
排除了军事、运动相关创伤性脑损伤和儿科患者的研究。由于相关研究数量众多且数据存在异质性,我们无法像我们希望的那样在分析中更加细致。
报告的功能连接变化各不相同,即使在同一区域和网络内也是如此,这至少部分反映了技术参数、预处理软件和分析方法的差异以及个体损伤的可能差异。需要新的 rs-fMRI 技术来更好地捕捉特定于个体的功能连接变化。