Solmaz Berkan, Tunç Birkan, Parker Drew, Whyte John, Hart Tessa, Rabinowitz Amanda, Rohrbach Morgan, Kim Junghoon, Verma Ragini
Center for Biomedical Image Computing and Analytics, Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
Moss Rehabilitation Research Institute, Elkins Park, Pennsylvania.
Hum Brain Mapp. 2017 Jun;38(6):2913-2922. doi: 10.1002/hbm.23561. Epub 2017 Mar 15.
Many of the clinical and behavioral manifestations of traumatic brain injury (TBI) are thought to arise from disruption to the structural network of the brain due to diffuse axonal injury (DAI). However, a principled way of summarizing diffuse connectivity alterations to quantify injury burden is lacking. In this study, we developed a connectome injury score, Disruption Index of the Structural Connectome (DISC), which summarizes the cumulative effects of TBI-induced connectivity abnormalities across the entire brain. Forty patients with moderate-to-severe TBI examined at 3 months postinjury and 35 uninjured healthy controls underwent magnetic resonance imaging with diffusion tensor imaging, and completed behavioral assessment including global clinical outcome measures and neuropsychological tests. TBI patients were selected to maximize the likelihood of DAI in the absence of large focal brain lesions. We found that hub-like regions, with high betweenness centrality, were most likely to be impaired as a result of diffuse TBI. Clustering of participants revealed a subgroup of TBI patients with similar connectivity abnormality profiles who exhibited relatively poor cognitive performance. Among TBI patients, DISC was significantly correlated with post-traumatic amnesia, verbal learning, executive function, and processing speed. Our experiments jointly demonstrated that assessing structural connectivity alterations may be useful in development of patient-oriented diagnostic and prognostic tools. Hum Brain Mapp 38:2913-2922, 2017. © 2017 Wiley Periodicals, Inc.
创伤性脑损伤(TBI)的许多临床和行为表现被认为是由于弥漫性轴索损伤(DAI)导致大脑结构网络中断所致。然而,目前缺乏一种有原则的方法来总结弥漫性连接改变以量化损伤负担。在本研究中,我们开发了一种连接组损伤评分,即结构连接组破坏指数(DISC),它总结了TBI诱导的全脑连接异常的累积效应。40例中度至重度TBI患者在受伤后3个月接受检查,35名未受伤的健康对照者接受了磁共振成像和扩散张量成像,并完成了包括整体临床结局指标和神经心理学测试在内的行为评估。选择TBI患者以最大化在无大的局灶性脑损伤情况下发生DAI的可能性。我们发现,具有高中介中心性的枢纽样区域最有可能因弥漫性TBI而受损。对参与者的聚类分析揭示了一组具有相似连接异常特征的TBI患者亚组,他们表现出相对较差的认知表现。在TBI患者中,DISC与创伤后遗忘、言语学习、执行功能和处理速度显著相关。我们的实验共同表明,评估结构连接改变可能有助于开发以患者为导向的诊断和预后工具。《人类大脑图谱》38:2913 - 2922,2017年。©2017威利期刊公司。