神经丝取向分散和密度成像在高级别胶质瘤诱导皮质脊髓束损伤评估中的应用。
Neurite orientation dispersion and density imaging in evaluation of high-grade glioma-induced corticospinal tract injury.
机构信息
Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, 350001, China.
Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, 350001, China.
出版信息
Eur J Radiol. 2021 Jul;140:109750. doi: 10.1016/j.ejrad.2021.109750. Epub 2021 May 2.
PURPOSE
To evaluate the application of neurite orientation dispersion and density imaging (NODDI) to brain glioma-induced corticospinal tract (CST) injury.
MATERIAL AND METHODS
Twenty-four patients with high-grade glioma (HGG) in or adjacent to the CST pathway and 12 matched healthy subjects underwent structural and diffusion MRI. The CSTs were reconstructed on the both sides. The CST features including morphological features (track number, average track length and track volume) and the diffusion parameter values including fractional anisotraphy (FA), mean diffusivity (MD), intracellular volume fraction (ICVF), isotropic or free water volume fraction (ISOVF) and orientation dispersion index (ODI) along the CST were calculated. The CST features were compared between the affected and healthy side for HGG patients and between the left and right side for healthy subjects. The relative CST features were compared across the healthy subjects, patients with motor weakness and patients with normal muscle strength. Receiver operating characteristic (ROC) curve was applied to evaluate the performance of each relative CST characteristic for HGG-induced CST changes.
RESULTS
Compared with the CST features on the healthy side, the track number, track volume and FA along the CST changed significantly on the affected side for HGG patients (p < 0.05 for all), whereas MD and ICVF changed significantly on the affected side only for HGG patients with motor weakness (p = 0.012 for both). In patients with motor weakness, the relative MD was significantly higher (p < 0.001), whereas the relative FA and ICVF was significantly lower (p = 0.002 and <0.001) than those in patients with normal muscle strength. The relative ICVF had a similar area under curve (AUC) to that of MD (AUC=0.953 and 0.969). Compared with the relative CST features in the healthy subjects, only the relative ICVF was significantly lower in HGG patients with normal muscle strength (p = 0.012).
CONCLUSIONS
NODDI seems to be useful in reflecting the HGG infiltration to CST, and can evaluate the CST destruction with a performance similar to DTI by providing additional information about neurite density for HGG-induced CST injury.
目的
评估神经丝取向分散和密度成像(NODDI)在脑胶质瘤诱导皮质脊髓束(CST)损伤中的应用。
材料与方法
24 例高级别胶质瘤(HGG)患者(肿瘤位于或邻近 CST 通路上)和 12 例匹配的健康对照者进行结构和弥散 MRI 检查。在双侧重建 CST。计算 CST 的特征,包括形态学特征(轨迹数量、平均轨迹长度和轨迹体积)和弥散参数值,包括各向异性分数(FA)、平均弥散度(MD)、细胞内容积分数(ICVF)、各向同性或游离水容积分数(ISOVF)和取向弥散指数(ODI)。比较 HGG 患者患侧与健侧、健康对照者左侧与右侧 CST 的特征。比较健康对照者、运动无力的 HGG 患者和肌力正常的 HGG 患者的相对 CST 特征。应用受试者工作特征(ROC)曲线评价各相对 CST 特征对 HGG 诱导 CST 变化的诊断效能。
结果
与健康对照者的 CST 特征相比,HGG 患者患侧 CST 的轨迹数量、轨迹体积和 FA 显著改变(均为 P<0.05),而 MD 和 ICVF 仅在运动无力的 HGG 患者患侧显著改变(均为 P=0.012)。在运动无力的 HGG 患者中,相对 MD 显著升高(P<0.001),而相对 FA 和 ICVF 显著降低(均为 P=0.002 和<0.001)。相对 ICVF 的曲线下面积(AUC)与 MD 相似(AUC=0.953 和 0.969)。与健康对照者的相对 CST 特征相比,仅肌力正常的 HGG 患者的相对 ICVF 显著降低(P=0.012)。
结论
NODDI 似乎可用于反映 CST 中 HGG 的浸润,通过提供有关 HGG 诱导 CST 损伤的神经丝密度的附加信息,与 DTI 相比,可提供 CST 破坏的相似评估效能。