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轻度创伤性脑损伤中与六个月预后相关的静息态功能连接改变

Resting-State Functional Connectivity Alterations Associated with Six-Month Outcomes in Mild Traumatic Brain Injury.

作者信息

Palacios Eva M, Yuh Esther L, Chang Yi-Shin, Yue John K, Schnyer David M, Okonkwo David O, Valadka Alex B, Gordon Wayne A, Maas Andrew I R, Vassar Mary, Manley Geoffrey T, Mukherjee Pratik

机构信息

1 Department of Radiology and Biomedical Imaging, University of California , San Francisco, California.

2 Brain and Spinal Cord Injury Center, San Francisco General Hospital and Trauma Center , San Francisco, California.

出版信息

J Neurotrauma. 2017 Apr 15;34(8):1546-1557. doi: 10.1089/neu.2016.4752. Epub 2017 Jan 13.

Abstract

Brain lesions are subtle or absent in most patients with mild traumatic brain injury (mTBI) and the standard clinical criteria are not reliable for predicting long-term outcome. This study investigates resting-state functional MRI (rsfMRI) to assess semiacute alterations in brain connectivity and its relationship with outcome measures assessed 6 months after injury. Seventy-five mTBI patients were recruited as part of the prospective multicenter Transforming Research and Clinical Knowledge in TBI (TRACK-TBI) pilot study and compared with matched 47 healthy subjects. Patients were classified following radiological criteria: CT/MRI positive, evidence of lesions; CT/MRI negative, without evidence of brain lesions. rsfMRI data were acquired and then processed using probabilistic independent component analysis. We compared the functional connectivity of the resting-state networks (RSNs) between patients and controls, as well as group differences in the interactions between RSNs, and related both to cognitive and behavioral performance at 6 months post-injury. Alterations were found in the spatial maps of the RSNs between mTBI patients and healthy controls in networks involved in behavioral and cognition processes. These alterations were predictive of mTBI patients' outcomes at 6 months post-injury. Moreover, different patterns of reduced network interactions were found between the CT/MRI positive and CT/MRI negative patients and the control group. These rsfMRI results demonstrate that even mTBI patients not showing brain lesions on conventional CT/MRI scans can have alterations of functional connectivity at the semiacute stage that help explain their outcomes. These results suggest rsfMRI as a sensitive biomarker both for early diagnosis and for prediction of the cognitive and behavioral performance of these patients.

摘要

在大多数轻度创伤性脑损伤(mTBI)患者中,脑部病变不明显或不存在,标准临床标准对于预测长期预后并不可靠。本研究调查静息态功能磁共振成像(rsfMRI),以评估脑连接的半急性改变及其与伤后6个月评估的预后指标之间的关系。作为前瞻性多中心“创伤性脑损伤转化研究与临床知识”(TRACK-TBI)试点研究的一部分,招募了75例mTBI患者,并与47例匹配的健康受试者进行比较。根据放射学标准对患者进行分类:CT/MRI阳性,有病变证据;CT/MRI阴性,无脑部病变证据。采集rsfMRI数据,然后使用概率独立成分分析进行处理。我们比较了患者和对照组之间静息态网络(RSN)的功能连接,以及RSN之间相互作用的组间差异,并将两者与伤后6个月的认知和行为表现相关联。在参与行为和认知过程的网络中,发现mTBI患者与健康对照组之间RSN的空间图谱存在改变。这些改变可预测mTBI患者伤后6个月的预后。此外,在CT/MRI阳性和CT/MRI阴性患者与对照组之间发现了不同模式的网络相互作用减少。这些rsfMRI结果表明,即使在传统CT/MRI扫描中未显示脑部病变的mTBI患者,在半急性阶段也可能存在功能连接改变,这有助于解释他们的预后。这些结果表明rsfMRI作为一种敏感的生物标志物,可用于早期诊断以及预测这些患者的认知和行为表现。

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