Differentiating between Central Nervous System Lymphoma and High-grade Glioma Using Dynamic Susceptibility Contrast and Dynamic Contrast-enhanced MR Imaging with Histogram Analysis

被引:22
|
作者
Murayama, Kazuhiro [1 ]
Nishiyama, Yuya [2 ]
Hirose, Yuichi [2 ]
Abe, Masato [3 ]
Ohyu, Shigeharu [4 ]
Ninomiya, Ayako [4 ]
Fukuba, Takashi [5 ]
Katada, Kazuhiro [6 ]
Toyama, Hiroshi [1 ]
机构
[1] Fujita Hlth Univ, Dept Radiol, 1-98 Dengakugakubo,Kutsukake Cho, Toyoake, Aichi 4701101, Japan
[2] Fujita Hlth Univ, Dept Neurosurg, Toyoake, Aichi, Japan
[3] Fujita Hlth Univ, Sch Hlth Sci, Dept Pathol, Toyoake, Aichi, Japan
[4] Toshiba Med Syst Corp, Otawara, Tochigi, Japan
[5] Fujita Hlth Univ Hosp, Dept Radiol, Toyoake, Aichi, Japan
[6] Fujita Hlth Univ, Joint Res Lab Adv Med Imaging, Toyoake, Aichi, Japan
关键词
central nervous system lymphoma; high-grade glioma; dynamic susceptibility contrast and dynamic contrast-enhanced magnetic resonance imaging; histogram analysis; CEREBRAL BLOOD-VOLUME; BRAIN-TUMORS; MICROVASCULAR PERMEABILITY; LEAKAGE-CORRECTION; PERFUSION; DIAGNOSIS; PARAMETERS; MAPS; CT;
D O I
10.2463/mrms.mp.2016-0113
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: We evaluated the diagnostic performance of histogram analysis of data from a combination of dynamic susceptibility contrast (DSC)-MRI and dynamic contrast-enhanced (DCE)-MRI for quantitative differentiation between central nervous system lymphoma (CNSL) and high-grade glioma (HGG), with the aim of identifying useful perfusion parameters as objective radiological markers for differentiating between them. Methods: Eight lesions with CNSLs and 15 with HGGs who underwent MRI examination, including DCE and DSC-MRI, were enrolled in our retrospective study. DSC-MRI provides a corrected cerebral blood volume (cCBV), and DCE-MRI provides a volume transfer coefficient (K-trans) for transfer from plasma to the extravascular extracellular space. K-trans and cCBV were measured from a round region-of-interest in the slice of maximum size on the contrast-enhanced lesion. The differences in t values between CNSL and HGG for determining the most appropriate percentile of K-trans and cCBV were investigated. The differences in K-trans, cCBV, and K-trans/cCBV between CNSL and HGG were investigated using histogram analysis. Receiver operating characteristic (ROC) analysis of K-trans, cCBV, and Ktrans/cCBV ratio was performed. Results: The 30th percentile (C30) in K-trans and 80th percentile (C80) in cCBV were the most appropriate percentiles for distinguishing between CNSL and HGG from the differences in t values. CNSL showed significantly lower C80 cCBV, significantly higher C30 K-trans, and significantly higher C30 K-trans/C80 cCBV than those of HGG. In ROC analysis, C30 K-trans/C80 cCBV had the best discriminative value for differentiating between CNSL and HGG as compared to C30 K-trans or C80 cCBV. Conclusion: The combination of K-trans by DCE-MRI and cCBV by DSC-MRI was found to reveal the characteristics of vascularity and permeability of a lesion more precisely than either K-trans or cCBV alone. Histogram analysis of these vascular microenvironments enabled quantitative differentiation between CNSL and HGG.
引用
收藏
页码:42 / 49
页数:8
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