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
相关论文
共 50 条
  • [31] Dynamic contrast-enhanced MRI may be helpful to predict response and prognosis after bevacizumab treatment in patients with recurrent high-grade glioma: comparison with diffusion tensor and dynamic susceptibility contrast imaging
    Yae Won Park
    Sung Soo Ahn
    Ju Hyung Moon
    Eui Hyun Kim
    Seok-Gu Kang
    Jong Hee Chang
    Se Hoon Kim
    Seung-Koo Lee
    Neuroradiology, 2021, 63 : 1811 - 1822
  • [32] Dynamic contrast-enhanced MRI may be helpful to predict response and prognosis after bevacizumab treatment in patients with recurrent high-grade glioma: comparison with diffusion tensor and dynamic susceptibility contrast imaging
    Park, Yae Won
    Ahn, Sung Soo
    Moon, Ju Hyung
    Kim, Eui Hyun
    Kang, Seok-Gu
    Chang, Jong Hee
    Kim, Se Hoon
    Lee, Seung-Koo
    NEURORADIOLOGY, 2021, 63 (11) : 1811 - 1822
  • [33] Differentiation of Primary Central Nervous System Lymphomas from High-Grade Gliomas by rCBV and Percentage of Signal Intensity Recovery Derived from Dynamic Susceptibility-Weighted Contrast-Enhanced Perfusion MR Imaging
    Z. Xing
    R. X. You
    J. Li
    Y. Liu
    D. R. Cao
    Clinical Neuroradiology, 2014, 24 : 329 - 336
  • [34] Differentiation of Primary Central Nervous System Lymphomas from High-Grade Gliomas by rCBV and Percentage of Signal Intensity Recovery Derived from Dynamic Susceptibility-Weighted Contrast-Enhanced Perfusion MR Imaging
    Xing, Z.
    You, R. X.
    Li, J.
    Liu, Y.
    Cao, D. R.
    CLINICAL NEURORADIOLOGY, 2014, 24 (04) : 329 - 336
  • [35] Dynamic contrast-enhanced MR imaging for differentiation between enchondroma and chondrosarcoma
    De Coninck, T.
    Jans, L.
    Sys, G.
    Huysse, W.
    Verstraeten, T.
    Forsyth, R.
    Poffyn, B.
    Verstraete, K.
    EUROPEAN RADIOLOGY, 2013, 23 (11) : 3140 - 3152
  • [36] Dynamic contrast-enhanced MR imaging for differentiation between enchondroma and chondrosarcoma
    T. De Coninck
    L. Jans
    G. Sys
    W. Huysse
    T. Verstraeten
    R. Forsyth
    B. Poffyn
    K. Verstraete
    European Radiology, 2013, 23 : 3140 - 3152
  • [37] Dynamic Contrast-enhanced MR Imaging in Renal Cell Carcinoma: Reproducibility of Histogram Analysis on Pharmacokinetic Parameters
    Hai-yi Wang
    Zi-hua Su
    Xiao Xu
    Zhi-peng Sun
    Fei-xue Duan
    Yuan-yuan Song
    Lu Li
    Ying-wei Wang
    Xin Ma
    Ai-tao Guo
    Lin Ma
    Hui-yi Ye
    Scientific Reports, 6
  • [38] High grade gliomas: The role of dynamic contrast-enhanced susceptibility-weighted perfusion MRI and proton MR spectroscopic imaging in differentiating grade III from grade IV
    Zidan, Sayed
    Tantawy, Hazim I.
    Makia, Mansour Abdelmagid
    EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, 2016, 47 (04): : 1565 - 1573
  • [39] Contrast-enhanced dynamic MR imaging of cervical carcinoma
    Sato, Y
    Shimizu, T
    Kagei, K
    Suzuki, K
    RADIOLOGY, 1996, 201 : 570 - 570
  • [40] Reproducibility of Dynamic Contrast-enhanced MR Imaging Response
    Heye, Tobias J.
    Boll, Daniel T.
    RADIOLOGY, 2013, 269 (02) : 621 - 621