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使用神经突方向离散度与密度成像技术探索瘤周神经束

Exploring Peritumoral Neural Tracts by Using Neurite Orientation Dispersion and Density Imaging.

作者信息

Chong Shin Tai, Liu Xinrui, Kao Hung-Wen, Lin Chien-Yuan Eddy, Hsu Chih-Chin Heather, Kung Yi-Chia, Kuo Kuan-Tsen, Huang Chu-Chung, Lo Chun-Yi Zac, Li Yunqian, Zhao Gang, Lin Ching-Po

机构信息

Institute of Neuroscience, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.

Department of Neurosurgery, First Hospital of Jilin University, Changchun, China.

出版信息

Front Neurosci. 2021 Sep 27;15:702353. doi: 10.3389/fnins.2021.702353. eCollection 2021.

Abstract

Diffusion Tensor Imaging (DTI) tractography has been widely used in brain tumor surgery to ensure thorough resection and minimize functional damage. However, due to enhanced anisotropic uncertainty in the area with peritumoral edema, diffusion tractography is generally not practicable leading to high false-negative results in neural tracking. In this study, we evaluated the usefulness of the neurite orientation dispersion and density imaging (NODDI) derived tractography for investigating structural heterogeneity of the brain in patients with brain tumor. A total of 24 patients with brain tumors, characterized by peritumoral edema, and 10 healthy counterparts were recruited from 2014 to 2021. All participants underwent magnetic resonance imaging. Moreover, we used the images obtained from the healthy participants for calibrating the orientation dispersion threshold for NODDI-derived corticospinal tract (CST) reconstruction. Compared to DTI, NODDI-derived tractography has a great potential to improve the reconstruction of fiber tracking through regions of vasogenic edema. The regions with edematous CST in NODDI-derived tractography demonstrated a significant decrease in the intracellular volume fraction (VF, < 0.000) and an increase in the isotropic volume fraction (VF, < 0.014). Notably, the percentage of the involved volume of the concealed CST and lesion-to-tract distance could reflect the motor function of the patients. After the tumor resection, four patients with 1-5 years follow-up were showed subsidence of the vasogenic edema and normal CST on DTI tractography. NODDI-derived tractography revealed tracts within the edematous area and could assist neurosurgeons to locate the neural tracts that are otherwise not visualized by conventional DTI tractography.

摘要

扩散张量成像(DTI)纤维束成像已广泛应用于脑肿瘤手术,以确保彻底切除并将功能损伤降至最低。然而,由于肿瘤周围水肿区域的各向异性不确定性增强,扩散纤维束成像通常不可行,导致神经追踪中出现较高的假阴性结果。在本研究中,我们评估了神经突方向离散度和密度成像(NODDI)衍生的纤维束成像在研究脑肿瘤患者脑结构异质性方面的实用性。2014年至2021年共招募了24例以肿瘤周围水肿为特征的脑肿瘤患者和10名健康对照者。所有参与者均接受了磁共振成像检查。此外,我们使用从健康参与者获得的图像来校准NODDI衍生的皮质脊髓束(CST)重建的方向离散度阈值。与DTI相比,NODDI衍生的纤维束成像在改善通过血管源性水肿区域的纤维追踪重建方面具有巨大潜力。NODDI衍生的纤维束成像中出现水肿的CST区域显示细胞内体积分数(VF,<0.000)显著降低,各向同性体积分数(VF,<0.014)增加。值得注意的是,隐匿性CST受累体积的百分比和病变与纤维束的距离可以反映患者的运动功能。肿瘤切除后,对4例进行了1至5年随访的患者进行DTI纤维束成像检查,结果显示血管源性水肿消退且CST正常。NODDI衍生的纤维束成像显示了水肿区域内的纤维束,可协助神经外科医生定位传统DTI纤维束成像无法显示的神经纤维束。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4246/8502884/1764c1232498/fnins-15-702353-g001.jpg

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