Parkinson Disease: Diagnostic Utility of Diffusion Kurtosis Imaging

被引:196
作者
Wang, Jiun-Jie [1 ,3 ,4 ]
Lin, Wey-Yil [2 ,6 ]
Lu, Chin-Song [2 ,6 ]
Weng, Yi-Hsin [2 ,6 ]
Ng, Shu-Hang [1 ,3 ,4 ]
Wang, Chi-Hong [7 ]
Liu, Hao-Li [5 ]
Hsieh, Ren-Hsiang [3 ,4 ]
Wan, Yung-Liang [1 ,3 ,4 ]
Wai, Yau-Yau [1 ,3 ,4 ]
机构
[1] Chang Gung Mem Hosp, LinKou Med Ctr, Dept Med Imaging & Intervent, Taipei 333, Tao Yuan County, Taiwan
[2] Chang Gung Mem Hosp, LinKou Med Ctr, Dept Neurol, Taipei 333, Tao Yuan County, Taiwan
[3] Chang Gung Univ, Dept Med Imaging, Gueishan, Tao Yuan County, Taiwan
[4] Chang Gung Univ, Dept Radiol Sci, Gueishan, Tao Yuan County, Taiwan
[5] Chang Gung Univ, Dept Elect Engn, Gueishan, Tao Yuan County, Taiwan
[6] Chang Gung Univ, Dept Neurol, Gueishan, Tao Yuan County, Taiwan
[7] Cardinal Tien Hosp, Yung Ho Branch, Dept Neurol, New Taipei City 234, Taiwan
关键词
PROGRESSIVE SUPRANUCLEAR PALSY; GAUSSIAN WATER DIFFUSION; WHITE-MATTER; ANISOTROPY INDEXES; ALZHEIMERS-DISEASE; SUBSTANTIA-NIGRA; TENSOR MRI; MORTALITY; BRAIN; CONTRAST;
D O I
10.1148/radiol.11102277
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 examine the usefulness of diffusion kurtosis imaging for the diagnosis of Parkinson disease (PD). Materials and Methods: Examinations were performed with the understanding and written consent of each subject, with local ethics committee approval, and in compliance with national legislation and Declaration of Helsinki guidelines. Diffusion-weighted magnetic resonance imaging was performed in 30 patients with idiopathic PD (mean age, 64.5 years +/- 3.4 [standard deviation]) and 30 healthy subjects (mean age, 65.0 years +/- 5.1). Mean kurtosis, fractional anisotropy, and mean, axial, and radial diffusivity of the basal ganglia were compared between the groups. Disease severity was assessed by using Hoehn and Yahr staging and the motor section of the Unified Parkinson's Disease Rating Scale (mean scores, 2.0 and 33.6, respectively). Receiver operating characteristic (ROC) analysis was used to compare the diagnostic accuracies of the indexes of interest. Pearson correlation coefficient analysis was used to correlate imaging findings with disease severity. Results: Mean kurtosis in the putamen was higher in the PD group (0.93 +/- 0.15) than in the control group (0.71 +/- 0.09) (P < .000416). The area under the ROC curve (AUC) was 0.95 for both the ipsilateral putamen and the ipsilateral substantia nigra. The mean kurtosis for the ipsilateral substantia nigra had the best diagnostic performance (mean cutoff, 1.10; sensitivity, 0.92; specificity, 0.87). In contrast, AUCs for the tensor-derived indexes ranged between 0.43 (axial and radial diffusivity in substantia nigra) and 0.65 (fractional anisotropy in substantia nigra). Conclusion: Diffusion kurtosis imaging in the basal ganglia, as compared with conventional diffusion-tensor imaging, can improve the diagnosis of PD.
引用
收藏
页码:210 / 217
页数:8
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