Differentiation between glioblastoma and solitary brain metastasis using neurite orientation dispersion and density imaging

被引:33
作者
Kadota, Yoshihito [1 ]
Hirai, Toshinori [1 ]
Azuma, Minako [1 ]
Hattori, Yohei [1 ]
Khant, Zaw Aung [1 ]
Hori, Masaaki [3 ]
Saito, Kiyotaka [2 ]
Yokogami, Kiyotaka [2 ]
Takeshima, Hideo [2 ]
机构
[1] Univ Miyazaki, Fac Med, Dept Radiol, 5200 Kihara, Kiyotake, Miyazaki 8891692, Japan
[2] Univ Miyazaki, Fac Med, Dept Neurosurg, Miyazaki, Japan
[3] Juntendo Univ, Sch Med, Dept Radiol, Tokyo, Japan
关键词
Glioblastoma; Brain metastasis; Diffusion-weighted imaging; NODDI; HIGH-GRADE GLIOMAS; DIFFUSION; PERFUSION; INFILTRATION; MULTIFORME; MARGINS;
D O I
10.1016/j.neurad.2018.10.005
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and purpose. - Neurite orientation dispersion and density imaging (NODDI) is a new technique that applies a three-diffusion-compartment biophysical model. We assessed the usefulness of NODDI for the differentiation of glioblastoma from solitary brain metastasis. Methods. - NODDI data were prospectively obtained on a 3T magnetic resonance imaging (MRI) scanner from patients with previously untreated, histopathologically confirmed glioblastoma (n = 9) or solitary brain metastasis (n = 6). Using the NODDI Matlab Toolbox, we generated maps of the intra-cellular, extracellular, and isotropic volume (VIC, VEC, VISO) fraction. Apparent diffusion coefficient - and fraction anisotropy maps were created from the diffusion data. On each map we manually drew a region of interest around the peritumoral signal-change (PSC) - and the enhancing solid area of the lesion. Differences between glioblastoma and metastatic lesions were assessed and the area under the receiver operating characteristic curve (AUC) was determined. Results. - On VEC maps the mean value of the PSC area was significantly higher for glioblastoma than metastasis (P < 0.05); on VISO maps it tended to be higher for metastasis than glioblastoma. There was no significant difference on the other maps. Among the 5 parameters, the VEC fraction in the PSC area showed the highest diagnostic performance. The VEC threshold value of > 0.48 yielded 100% sensitivity, 83.3% specificity, and an AUC of 0.87 for differentiating between the two tumor types. Conclusions. - NODDI compartment maps of the PSC area may help to differentiate between glioblastoma and solitary brain metastasis. (C) 2018 Les Auteurs. Publie par Elsevier Masson SAS.
引用
收藏
页码:197 / 202
页数:6
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