Lower apparent diffusion coefficients indicate distinct prognosis in low-grade and high-grade glioma

被引:35
作者
Cui, Yong [1 ]
Ma, Li [1 ]
Chen, Xuzhu [2 ]
Zhang, Zhe [1 ]
Jiang, Haihui [1 ]
Lin, Song [1 ]
机构
[1] Capital Med Univ, Beijing Tian Tan Hosp, Dept Neurosurg, Beijing, Peoples R China
[2] Capital Med Univ, Beijing Tian Tan Hosp, Dept Neuroimaging, Beijing, Peoples R China
基金
北京市自然科学基金;
关键词
Apparent diffusion coefficient; Gliomas; 1p/19q; Prognosis; MAGNETIC-RESONANCE SPECTROSCOPY; SURVIVAL; TEMOZOLOMIDE; BIOMARKER; TUMORS; PROGRESSION; VALIDATION; PREDICT; ADULTS; MRI;
D O I
10.1007/s11060-014-1490-6
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Tumor grade and molecular variants influence the survival of patients with glioma. The apparent diffusion coefficient (ADC) map is a non-invasive tool for evaluating the outcomes and response to therapy in glioma. In this study, we investigated the correlation between the tumor grade and prognostic biomarkers with the ADC in glioma patients. Eighty-two patients with supratentorial glioma were identified via analysis of surgical specimens and neuroradiological data. Using the World Health Organization grade, histological subtype, and molecular variants (1p/19q codeletion, isocitrate dehydrogenase 1/2 mutation, Ki-67 index, O6-methylguanine DNA methyltransferase, P53, and vascular endothelial growth factor immunoactivity) as prognostic biomarkers, we performed receiver operating characteristic analysis and multiple linear regression to assess the association between the magnetic resonance diffusion parameter and mean ADC and the prognostic factors of glioma pathology. Univariate analysis and multiple linear regression revealed inverse correlations between the ADC values and the tumor grade, oligodendrocytoma histology, and 1p/19q codeletion. A threshold mean ADC value could predict the 1p/19q chromosomal status in WHO II gliomas with 72 % sensitivity and 88 % specificity (area under the curve 0.82, 95 % confidence interval 0.68-0.97) and could distinguish low-grade glioma with low-risk factors from the high-risk group (P < 0.01). The mean ADC value could be used as a non-invasive tool to evaluate the prognosis of supratentorial glioma patients. A threshold mean ADC value could be used to predict the 1p/19q codeletion and to identify low-risk low-grade gliomas (LGGs). Lower ADC values are indicative of a favorable prognosis in LGGs.
引用
收藏
页码:377 / 385
页数:9
相关论文
共 33 条
[1]   Pathology and biology guidelines for resectable and unresectable neuroblastic tumors and bone marrow examination guidelines [J].
Ambros, PF ;
Ambros, IM .
MEDICAL AND PEDIATRIC ONCOLOGY, 2001, 37 (06) :492-504
[2]   CHEMOTHERAPY FOR ANAPLASTIC OLIGODENDROGLIOMA [J].
CAIRNCROSS, G ;
MACDONALD, D ;
LUDWIN, S ;
LEE, D ;
CASCINO, T ;
BUCKNER, J ;
FULTON, D ;
DROPCHO, E ;
STEWART, D ;
SCHOLD, C ;
WAINMAN, N ;
EISENHAUER, E .
JOURNAL OF CLINICAL ONCOLOGY, 1994, 12 (10) :2013-2021
[3]   Low-Grade Gliomas: Six-month Tumor Growth Predicts Patient Outcome Better than Admission Tumor Volume, Relative Cerebral Blood Volume, and Apparent Diffusion Coefficient [J].
Caseiras, Gisele Brasil ;
Ciccarelli, Olga ;
Altmann, Daniel R. ;
Benton, Christopher E. ;
Tozer, Daniel J. ;
Tofts, Paul S. ;
Yousry, Tarek A. ;
Rees, Jeremy ;
Waldman, Adam D. ;
Jager, Hans Rolf .
RADIOLOGY, 2009, 253 (02) :505-512
[4]   LOCALIZED IN-VIVO H-1 MAGNETIC-RESONANCE SPECTROSCOPY AND IN-VITRO ANALYSES OF HETEROGENEOUS BRAIN-TUMORS [J].
CHANG, L ;
BOOTH, RA ;
MCBRIDE, D ;
BUCHTHAL, SD ;
MILLER, BL ;
ERNST, T ;
CORNFORD, M ;
JENDEN, D .
JOURNAL OF NEUROIMAGING, 1995, 5 (03) :157-163
[5]   Diffusion magnetic resonance imaging: an early surrogate marker of therapeutic efficacy in brain tumors [J].
Chenevert, TL ;
Stegman, LD ;
Taylor, JMG ;
Robertson, PL ;
Greenberg, HS ;
Rehemtulla, A ;
Ross, BD .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2000, 92 (24) :2029-2036
[6]   Relationship of pre-surgery metabolic and physiological MR imaging parameters to survival for patients with untreated GBM [J].
Crawford, Forrest W. ;
Khayal, Inas S. ;
McGue, Colleen ;
Saraswathy, Suja ;
Pirzkall, Andrea ;
Cha, Soonmee ;
Lamborn, Kathleen R. ;
Chang, Susan M. ;
Berger, Mitchel S. ;
Nelson, Sarah J. .
JOURNAL OF NEURO-ONCOLOGY, 2009, 91 (03) :337-351
[7]   VALIDATION OF EORTC PROGNOSTIC FACTORS FOR ADULTS WITH LOW-GRADE GLIOMA: A REPORT USING INTERGROUP 86-72-51 [J].
Daniels, Thomas B. ;
Brown, Paul D. ;
Felten, Sara J. ;
Wu, Wenting ;
Buckner, Jan C. ;
Arusell, Robert M. ;
Curran, Walter J. ;
Abrams, Ross A. ;
Schiff, David ;
Shaw, Edward G. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2011, 81 (01) :218-224
[8]   Validation of Functional Diffusion Maps (fDMs) as a Biomarker for Human Glioma Cellularity [J].
Ellingson, Benjamin M. ;
Malkin, Mark G. ;
Rand, Scott D. ;
Connelly, Jennifer M. ;
Quinsey, Carolyn ;
LaViolette, Pete S. ;
Bedekar, Devyani P. ;
Schmainda, Kathleen M. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2010, 31 (03) :538-548
[9]   Multimodal MR Imaging (Diffusion, Perfusion, and Spectroscopy): Is It Possible to Distinguish Oligodendroglial Tumor Grade and 1p/19q Codeletion in the Pretherapeutic Diagnosis? [J].
Fellah, S. ;
Caudal, D. ;
De Paula, A. M. ;
Dory-Lautrec, P. ;
Figarella-Branger, D. ;
Chinot, O. ;
Metellus, P. ;
Cozzone, P. J. ;
Confort-Gouny, S. ;
Ghattas, B. ;
Callot, V. ;
Girard, N. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2013, 34 (07) :1326-1333
[10]   Relationships between choline magnetic resonance spectroscopy, apparent diffusion coefficient and quantitative histopathology in human glioma [J].
Gupta, RK ;
Cloughesy, TF ;
Sinha, U ;
Garakian, J ;
Lazareff, J ;
Rubino, G ;
Rubino, L ;
Becker, DP ;
Vinters, HV ;
Alger, JR .
JOURNAL OF NEURO-ONCOLOGY, 2000, 50 (03) :215-226