Gliomas: Diffusion Kurtosis MR Imaging in Grading

被引:285
作者
Van Cauter, Sofie [1 ,5 ]
Veraart, Jelle [4 ]
Sijbers, Jan [4 ]
Peeters, Ronald R. [1 ]
Himmelreich, Uwe [5 ]
De Keyzer, Frederik [1 ]
Van Gool, Stefaan W. [3 ]
Van Calenbergh, Frank [2 ]
De Vleeschouwer, Steven [2 ]
Van Hecke, Wim [1 ,4 ,6 ]
Sunaert, Stefan [1 ]
机构
[1] Univ Hosp Leuven, Dept Radiol, B-3000 Louvain, Belgium
[2] Univ Hosp Leuven, Dept Neurosurg, B-3000 Louvain, Belgium
[3] Univ Hosp Leuven, Dept Pediat Neurooncol, B-3000 Louvain, Belgium
[4] Univ Antwerp, Dept Phys, Vis Lab, B-2020 Antwerp, Belgium
[5] Catholic Univ Louvain, Biomed NMR Unit, Mol Small Anim Imaging Ctr, Dept Med Diagnost Sci, B-3000 Louvain, Belgium
[6] Icometrix NV, Louvain, Belgium
关键词
FRACTIONAL ANISOTROPY; CLASSIFICATION; HISTOPATHOLOGY; ASTROCYTOMAS;
D O I
10.1148/radiol.12110927
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To assess the diagnostic accuracy of diffusion kurtosis magnetic resonance imaging parameters in grading gliomas. Materials and Methods: The institutional review board approved this prospective study, and informed consent was obtained from all patients. Diffusion parameters-mean diffusivity (MD), fractional anisotropy (FA), mean kurtosis, and radial and axial kurtosis-were compared in the solid parts of 17 high-grade gliomas and 11 low-grade gliomas (P < .05 significance level, Mann-Whitney-Wilcoxon test, Bonferroni correction). MD, FA, mean kurtosis, radial kurtosis, and axial kurtosis in solid tumors were also normalized to the corresponding values in contralateral normal-appearing white matter (NAWM) and the contralateral posterior limb of the internal capsule (PLIC) after age correction and were compared among tumor grades. Results: Mean, radial, and axial kurtosis were significantly higher in high-grade gliomas than in low-grade gliomas (P = .02, P = .015, and P = .01, respectively). FA and MD did not significantly differ between glioma grades. All values, except for axial kurtosis, that were normalized to the values in the contralateral NAWM were significantly different between high-grade and low-grade gliomas (mean kurtosis, P = .02; radial kurtosis, P = .03; FA, P = .025; and MD, P = .03). When values were normalized to those in the contralateral PLIC, none of the considered parameters showed significant differences between high-grade and low-grade gliomas. The highest sensitivity and specificity for discriminating between high-grade and low-grade gliomas were found for mean kurtosis (71% and 82%, respectively) and mean kurtosis normalized to the value in the contralateral NAWM (100% and 73%, respectively). Optimal thresholds for mean kurtosis and mean kurtosis normalized to the value in the contralateral NAWM for differentiating high-grade from low-grade gliomas were 0.52 and 0.51, respectively. Conclusion: There were significant differences in kurtosis parameters between high-grade and low-grade gliomas; hence, better separation was achieved with these parameters than with conventional diffusion imaging parameters. (C) RSNA, 2012
引用
收藏
页码:492 / 501
页数:10
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