Early Changes in Tumor Perfusion from T1-Weighted Dynamic Contrast-Enhanced MRI following Neural Stem Cell-Mediated Therapy of Recurrent High-Grade Glioma Correlate with Overall Survival

被引:4
作者
Sahoo, Prativa [1 ]
Frankel, Paul [2 ]
Ressler, Julie [3 ]
Gutova, Margarita [4 ]
Annala, Alexander J. [4 ]
Badie, Behnam [5 ]
Portnow, Jana [6 ]
Aboody, Karen S. [4 ,5 ]
D'Apuzzo, Massimo [7 ]
Rockne, Russell C. [1 ]
机构
[1] City Hope Natl Med Ctr, Beckman Res Inst, Div Math Oncol, Duarte, CA 91010 USA
[2] City Hope Natl Med Ctr, Div Biostat, Beckman Res Inst, Duarte, CA USA
[3] City Hope Natl Med Ctr, Diagnost Radiol, Duarte, CA USA
[4] City Hope Natl Med Ctr, Beckman Res Inst, Dept Dev & Stem Cell Biol, Duarte, CA USA
[5] City Hope Natl Med Ctr, Div Neurosurg, Duarte, CA USA
[6] City Hope Natl Med Ctr, Dept Med Oncol & Therapeut, Duarte, CA USA
[7] City Hope Natl Med Ctr, Dept Pathol, Duarte, CA USA
基金
美国国家卫生研究院;
关键词
BRAIN; OPTIMIZATION; REGISTRATION; PROGRESSION; GROWTH; ROBUST;
D O I
10.1155/2018/5312426
中图分类号
Q813 [细胞工程];
学科分类号
摘要
Background. The aim of this study was to correlate T1-weighted dynamic contrast-enhanced MRI-(DCE-MRI-) derived perfusion parameters with overall survival of recurrent high-grade glioma patients who received neural stem cell-(NSC-) mediated enzyme/prodrug gene therapy. Methods. A total of 12 patients were included in this retrospective study. All patients were enrolled in a first-in-human study (NCT01172964) of NSC-mediated therapy for recurrent high-grade glioma. DCE-MRI data from all patients were collected and analyzed at three time points: MRI#1-day 1 postsurgery/treatment, MRI#2- day 7 +/- 3 posttreatment, and MRI#3-one-month follow-up. Plasma volume (V-p), permeability (K-tr), and leakage (lambda(tr)) perfusion parameters were calculated by fitting a pharmacokinetic model to the DCE-MRI data. The contrast-enhancing (CE) volume was measured from the last dynamic phase acquired in the DCE sequence. Perfusion parameters and CE at each MRI time point were recorded along with their relative change between MRI#2 and MRI#3 (Delta(32)). Cox regression was used to analyze patient survival. Results. At MRI#1 and at MRI#3, none of the parameters showed a significant correlation with overall survival (OS). However, at MRI#2, CE and lambda(tr) were significantly associated with OS (p < 0 05). The relative lambda(tr) and V-p from timepoint 2 to timepoint 3 (Delta(32)lambda(tr) and Delta V-32(p)) were each associated with a higher hazard ratio (p < 0 05). All parameters were highly correlated, resulting in a multivariate model for OS including only CE at MRI#2 and Delta V-32(p), with an R-2 of 0.89. Conclusion. The change in perfusion parameter values from 1 week to 1 month following NSC-mediated therapy combined with contrast-enhancing volume may be a useful biomarker to predict overall survival in patients with recurrent high-grade glioma.
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页数:9
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