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Characterizing Signals Within Lesions and Mapping Brain Network Connectivity After Traumatic Axonal Injury: A 7 Tesla Resting-State FMRI Study

机译:创伤性轴索损伤后表征病变内信号并映射脑网络连通性:7 Tesla静止状态FMRI研究

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摘要

Resting-state functional magnetic resonance imaging (RS-FMRI) has been widely used to map brain functional connectivity, but it is unclear how to probe connectivity within and around lesions. In this study, we characterize RS-FMRI signal time course properties and evaluate different seed placements within and around hemorrhagic traumatic axonal injury (hTAI) lesions. RS-FMRI was performed on a 7 Tesla scanner in a patient who recovered consciousness after traumatic coma and in three healthy controls. Eleven lesions in the patient were characterized in terms of (1) temporal signal-to-noise ratio (tSNR); (2) physiological noise, through comparison of noise regressors derived from the white matter (WM), cerebrospinal fluid (CSF), and gray matter (GM); and (3) seed-based functional connectivity. Temporal SNR at the center of the lesions was 38.3% and 74.1% lower compared with the same region in the contralesional hemisphere of the patient and in the ipsilesional hemispheres of the controls, respectively. Within the lesions, WM noise was more prominent than CSF and GM noise. Lesional seeds did not produce discernable networks, but seeds in the contralesional hemisphere revealed networks whose nodes appeared to be shifted or obscured due to overlapping or nearby lesions. Single-voxel seed analysis demonstrated that placing a seed within a lesion's periphery was necessary to identify networks associated with the lesion region. These findings provide evidence of resting-state network changes in the human brain after recovery from traumatic coma. Furthermore, we show that seed placement within a lesion's periphery or in the contralesional hemisphere may be necessary for network identification in patients with hTAI.
机译:静止状态功能磁共振成像(RS-FMRI)已被广泛用于绘制大脑功能连通性图,但是目前尚不清楚如何探测病变内和周围的连通性。在这项研究中,我们表征RS-FMRI信号时程特性,并评估出血性创伤性轴突损伤(hTAI)病变内和周围的不同种子位置。对一名在昏迷后恢复知觉的患者和三名健康对照组的7特斯拉扫描仪进行了RS-FMRI。根据(1)时间信噪比(tSNR)表征患者的11个病变。 (2)通过比较源自白质(WM),脑脊液(CSF)和灰质(GM)的噪声回归因子来获得生理噪声; (3)基于种子的功能连接。与患者对侧半球和对照组同侧半球的相同区域相比,病变中心的时间SNR分别降低了38.3%和74.1%。在病变内,WM噪声比CSF和GM噪声更为突出。病灶的种子没有产生可辨别的网络,但在对侧半球的种子揭示出由于重叠或附近的病灶而其结节似乎移动或被遮挡的网络。单体素种子分析表明,将种子放置在病变的周围是识别与病变区域相关的网络所必需的。这些发现提供了从创伤性昏迷中恢复后人脑中静止状态网络变化的证据。此外,我们表明,在hTAI患者中进行网络识别可能需要将种子放置在病变周围或对侧半球内。

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