Evaluation of human brain tumor heterogeneity using multiple T1-based MRI signal weighting approaches

被引:47
作者
Donahue, Manus J. [1 ,2 ,3 ]
Blakeley, Jaishri O. [4 ]
Zhou, Jinyuan [1 ,2 ]
Pomper, Martin G. [1 ]
Laterra, John [4 ]
van Zijl, Peter C. M. [1 ,2 ,3 ]
机构
[1] Johns Hopkins Univ, Dept Radiol & Radiol Sci, Neurosci Sect, Div MR Res, Baltimore, MD USA
[2] Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD USA
[3] Johns Hopkins Univ, Dept Biophys & Biophys Chem, Baltimore, MD USA
[4] Johns Hopkins Univ, Dept Neurol, Baltimore, MD 21218 USA
关键词
cerebral blood volume; white matter; tumor segmentation; MRI; VASO; MPRAGE; Gd-DTPA; FLAIR; necrosis; treatment effect; POSITRON-EMISSION-TOMOGRAPHY; TYROSINE KINASE INHIBITOR; VASCULAR SPACE OCCUPANCY; MAGNETIC-RESONANCE; RADIATION NECROSIS; BLOOD-VOLUME; CONTRAST ENHANCEMENT; COMPUTED-TOMOGRAPHY; STEREOTACTIC BIOPSY; MALIGNANT GLIOMAS;
D O I
10.1002/mrm.21467
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
Vascular-space-occupancy (VASO) MRI without contrast injection was explored for imaging cerebral blood volume (CBV) and tissue heterogeneity in gliomas (n = 10). VASO contrast complemented contrast-enhanced T-1-weighted (GAD-T(1)w), FLAIR and T(1)w magnetization-prepared-rapid-gradient-echo (MPRAGE) images. High-grade gliomas showed a VASO-outlined hyperintense zone corresponding to long-T-1 regions in MPRAGE and to nonenhancing regions in GAD-T(1)w images. FLAIR, MPRAGE, and VASO data were used to segment tumors into multiple zones of different T-1. After removal of known resection areas using pre- and postsurgical MRI, the volume of overlap between the hyperintense VASO-zone and the long-T-1 MPRAGE zone correlated with that of GAD-T(1)w enhancement (R-2 = 0.99) and tumor grade. Based on these correlations, this remaining long T, overlap area was tentatively assigned to necrosis. In one promising case the collective T-1-weighted approach accurately identified a low-grade glioma despite the presence of contrast enhancement in GAD-T(1)w images consequential to chemoradiation-associated treatment effect. The results suggest that this collective T-1-weighted approach may provide useful information for regional assessment of heterogeneous tumors and for guiding treatment-related decisions in patients with gliomas.
引用
收藏
页码:336 / 344
页数:9
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