Differentiating between Primary Central Nervous System Lymphoma and Glioblastoma: The Diagnostic Value of Combining 18F-fluorodeoxyglucose Positron Emission Tomography with Arterial Spin Labeling

被引:18
作者
Hatakeyama, Junya [1 ]
Ono, Takahiro [1 ]
Takahashi, Masataka [1 ]
Oda, Masaya [1 ]
Shimizu, Hiroaki [1 ]
机构
[1] Akita Univ, Dept Neurosurg, Grad Sch Med, 1-1-1 Hondo, Akita 0108543, Japan
关键词
FDG-PET; arterial spin labeling; glioblastoma; primary central nervous system lymphoma; differentiation; PRIMARY CNS LYMPHOMA; PERFUSION MRI; BRAIN-TUMORS; F-18-FDG PET; MUTATIONS; IDH1;
D O I
10.2176/nmc.oa.2020-0375
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Using conventional magnetic resonance imaging (MRI) methods, the differentiation of primary central nervous system lymphoma (PCNSL) and glioblastoma (GBM) is often difficult due to overlapping imaging characteristics. This study aimed to evaluate the diagnostic value of combining F-18-fluorodeoxyglucose positron emission tomography (FDG-PET) with arterial spin labeling (ASL) for differentiating PCNSL from GBM. In all, 20 patients with PCNSL and 55 with GBM were retrospectively examined. From the FDG-PET data, the maximum standardized uptake values (SUVmax) and the ratio of tumor to normal contralateral gray matter (T/N_SUVmax) were calculated. From the ASL data, the T/N ratio of the maximum tumor blood flow (relative TBF-max: rTBFmax) was obtained. Diagnostic performance of each parameter was analyzed using univariate and multivariate logistic regression analyses and receiver-operating characteristic (ROC) curve analyses. A generalized linear model was applied for comparing the performance of FDG-PET and ASL individually, and in combination. In univariate analysis, SUVmax and T/N_SUVmax were statistically higher in patients with PCNSL and rTBFmax was higher in patients with GBM. In the multivariate analysis, T/N_SUVmax and rTBFmax were statistically independent. The sensitivity, specificity, and area under the curve (AUC) for discriminating PCNSL from GBM were 100%, 87.3%, and 0.950 in T/N_SUVmax; 90%, 72.7%, and 0.824 in rTBFmax; and 95%, 96.4%, and 0.991 in the combined model, respectively. The combined use of T/N_SUVmax and rTBFmax may contribute to better differentiation between PCNSL and GBM.
引用
收藏
页码:367 / 375
页数:9
相关论文
共 30 条
[1]   18F-FDG PET/CT in primary brain lymphoma [J].
Albano, Domenico ;
Bosio, Giovanni ;
Bertoli, Mattia ;
Giubbini, Raffaele ;
Bertagna, Francesco .
JOURNAL OF NEURO-ONCOLOGY, 2018, 136 (03) :577-583
[2]  
Birsen Rudy, 2018, Oncotarget, V9, P16822, DOI 10.18632/oncotarget.24706
[3]   Perfusion and diffusion MR imaging in enhancing malignant cerebral tumors [J].
Calli, Cem ;
Kitis, Omer ;
Yunten, Nigun ;
Yurtseven, Taskin ;
Islekel, Sertac ;
Akalin, Taner .
EUROPEAN JOURNAL OF RADIOLOGY, 2006, 58 (03) :394-403
[4]   Arterial spin-labeling and MR spectroscopy in the differentiation of gliomas [J].
Chawla, S. ;
Wang, S. ;
Wolf, R. L. ;
Woo, J. H. ;
Wang, J. ;
O'Rourke, D. M. ;
Judy, K. D. ;
Grady, M. S. ;
Melhem, E. R. ;
Poptani, H. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2007, 28 (09) :1683-1689
[5]   Primary central nervous system lymphoma [J].
Ferreri, Andres J. M. ;
Reni, Michele .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2007, 63 (03) :257-268
[6]  
GE Healthcare, 2015, READY VIEW US GUID
[7]   CORRELATION OF GLUCOSE CONSUMPTION AND TUMOR-CELL DENSITY IN ASTROCYTOMAS - A STEREOTAXIC PET STUDY [J].
HERHOLZ, K ;
PIETRZYK, U ;
VOGES, J ;
SCHRODER, R ;
HALBER, M ;
TREUER, H ;
STURM, V ;
HEISS, WD .
JOURNAL OF NEUROSURGERY, 1993, 79 (06) :853-858
[8]   Perfusion MRI of brain tumours: a comparative study of pseudo-continuous arterial spin labelling and dynamic susceptibility contrast imaging [J].
Jarnum, Hanna ;
Steffensen, Elena G. ;
Knutsson, Linda ;
Frund, Ernst-Torben ;
Simonsen, Carsten Wiberg ;
Lundbye-Christensen, Soren ;
Shankaranarayanan, Ajit ;
Alsop, David C. ;
Jensen, Finn Taagehoj ;
Larsson, Elna-Marie .
NEURORADIOLOGY, 2010, 52 (04) :307-317
[9]   Investigation of the freely available easy-to-use software 'EZR' for medical statistics [J].
Kanda, Y. .
BONE MARROW TRANSPLANTATION, 2013, 48 (03) :452-458
[10]   18F-FDG PET in the Diagnosis and Treatment of Primary Central Nervous System Lymphoma [J].
Kawai, Nobuyuki ;
Miyake, Keisuke ;
Yamamoto, Yuka ;
Nishiyama, Yoshihiro ;
Tamiya, Takashi .
BIOMED RESEARCH INTERNATIONAL, 2013, 2013