Bidirectional Contrast agent leakage correction of dynamic susceptibility contrast (DSC)-MRI improves cerebral blood volume estimation and survival prediction in recurrent glioblastoma treated with bevacizumab

被引:27
作者
Leu, Kevin [1 ,2 ,3 ]
Boxerman, Jerrold L. [6 ,7 ]
Lai, Albert [4 ,8 ]
Nghiemphu, Phioanh L. [4 ,8 ]
Pope, Whitney B. [2 ]
Cloughesy, Timothy F. [4 ,8 ]
Ellingson, Benjamin M. [1 ,2 ,3 ,4 ,5 ]
机构
[1] Univ Calif Los Angeles, UCLA Brain Tumor Imaging Lab BTIL, Ctr Comp Vis & Imaging Biomarkers, Los Angeles, CA 90024 USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90024 USA
[3] Univ Calif Los Angeles, Henry Samueli Sch Engn & Appl Sci, Dept Bioengn, Los Angeles, CA 90024 USA
[4] Univ Calif Los Angeles, UCLA Neurooncol Program, Los Angeles, CA 90024 USA
[5] Univ Calif Los Angeles, David Geffen Sch Med, Dept Biomed Phys, Los Angeles, CA 90024 USA
[6] Rhode Isl Hosp, Dept Diagnost Imaging, Providence, RI USA
[7] Brown Univ, Alpert Med Sch, Providence, RI 02912 USA
[8] Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Los Angeles, CA 90024 USA
关键词
leakage correction; bidirectional contrast agent flux; bevacizumab; DSC-MRI; perfusion MRI; glioblastoma; ANTIANGIOGENIC THERAPY; UNITED-STATES; TUMOR GRADE; PERFUSION; BRAIN; MRI; PERMEABILITY; EFFICACY; MODEL;
D O I
10.1002/jmri.25227
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
PurposeTo evaluate a leakage correction algorithm for T-1 and T2* artifacts arising from contrast agent extravasation in dynamic susceptibility contrast magnetic resonance imaging (DSC-MRI) that accounts for bidirectional contrast agent flux and compare relative cerebral blood volume (CBV) estimates and overall survival (OS) stratification from this model to those made with the unidirectional and uncorrected models in patients with recurrent glioblastoma (GBM). Materials and MethodsWe determined median rCBV within contrast-enhancing tumor before and after bevacizumab treatment in patients (75 scans on 1.5T, 19 scans on 3.0T) with recurrent GBM without leakage correction and with application of the unidirectional and bidirectional leakage correction algorithms to determine whether rCBV stratifies OS. ResultsDecreased post-bevacizumab rCBV from baseline using the bidirectional leakage correction algorithm significantly correlated with longer OS (Cox, P=0.01), whereas rCBV change using the unidirectional model (P=0.43) or the uncorrected rCBV values (P=0.28) did not. Estimates of rCBV computed with the two leakage correction algorithms differed on average by 14.9%. ConclusionAccounting for T-1 and T2* leakage contamination in DSC-MRI using a two-compartment, bidirectional rather than unidirectional exchange model might improve post-bevacizumab survival stratification in patients with recurrent GBM. J. Magn. Reson. Imaging 2016;44:1229-1237.
引用
收藏
页码:1229 / 1237
页数:9
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