Diffusion kurtosis imaging can efficiently assess the glioma grade and cellular proliferation

被引:153
作者
Jiang, Rifeng [1 ]
Jiang, Jingjing [1 ]
Zhao, Lingyun [1 ]
Zhang, Jiaxuan [1 ]
Zhang, Shun [1 ]
Yao, Yihao [1 ]
Yang, Shiqi [1 ]
Shi, Jingjing [1 ]
Shen, Nanxi [1 ]
Su, Changliang [1 ]
Zhang, Ju [1 ]
Zhu, Wenzhen [1 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Med Coll, Tongji Hosp, Dept Radiol, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
diffusion kurtosis imaging; glioma; grading; cellular proliferation; Ki-67; ASTROCYTIC TUMORS; ISCHEMIC-STROKE; WHITE-MATTER; BRAIN-TUMORS; TENSOR; SEGMENTATION; COEFFICIENT; MRI; PROGNOSIS; PERFUSION;
D O I
10.18632/oncotarget.5675
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Conventional diffusion imaging techniques are not sufficiently accurate for evaluating glioma grade and cellular proliferation, which are critical for guiding glioma treatment. Diffusion kurtosis imaging (DKI), an advanced non-Gaussian diffusion imaging technique, has shown potential in grading glioma; however, its applications in this tumor have not been fully elucidated. In this study, DKI and diffusion weighted imaging (DWI) were performed on 74 consecutive patients with histopathologically confirmed glioma. The kurtosis and conventional diffusion metric values of the tumor were semi-automatically obtained. The relationships of these metrics with the glioma grade and Ki-67 expression were evaluated. The diagnostic efficiency of these metrics in grading was further compared. It was demonstrated that compared with the conventional diffusion metrics, the kurtosis metrics were more promising imaging markers in distinguishing high-grade from low-grade gliomas and distinguishing among grade II, III and IV gliomas; the kurtosis metrics also showed great potential in the prediction of Ki-67 expression. To our best knowledge, we are the first to reveal the ability of DKI to assess the cellular proliferation of gliomas, and to employ the semi-automatic method for the accurate measurement of gliomas. These results could have a significant impact on the diagnosis and subsequent therapy of glioma.
引用
收藏
页码:42380 / 42393
页数:14
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