Impact of Perfusion Map Analysis on Early Survival Prediction Accuracy in Glioma Patients

被引：23

作者：

Lemasson, Benjamin ^{[1
]}

Chenevert, Thomas L. ^{[1
]}

Lawrence, Theodore S. ^{[2
]}

Tsien, Christina ^{[2
]}

Sundgren, Pia C. ^{[1
,3
]}

Meyer, Charles R. ^{[1
,4
]}

Junck, Larry ^{[5
]}

Boes, Jennifer ^{[1
]}

Galban, Stefanie ^{[2
]}

Johnson, Timothy D. ^{[6
]}

Rehemtulla, Alnawaz ^{[1
,2
]}

Ross, Brian D. ^{[1
]}

Galban, Craig J. ^{[1
]}

机构：

[1] Univ Michigan, Ctr Mol Imaging, Dept Radiol, Ann Arbor, MI 48109 USA

[2] Univ Michigan, Ctr Mol Imaging, Dept Radiat Oncol, Ann Arbor, MI 48109 USA

[3] Lund Univ, Dept Diagnost Radiol, Lund, Sweden

[4] Univ Michigan, Ctr Mol Imaging, Dept Biomed Engn, Ann Arbor, MI 48109 USA

[5] Univ Michigan, Ctr Mol Imaging, Dept Neurol, Ann Arbor, MI 48109 USA

[6] Univ Michigan, Ctr Mol Imaging, Dept Biostat, Ann Arbor, MI 48109 USA

来源：

TRANSLATIONAL ONCOLOGY | 2013年 / 6卷 / 06期

基金：

美国国家卫生研究院;

关键词：

APPARENT DIFFUSION-COEFFICIENT; PARAMETRIC RESPONSE MAP; CEREBRAL BLOOD-VOLUME; HIGH-GRADE GLIOMAS; BRAIN-TUMORS; BEVACIZUMAB TREATMENT; CLINICAL-TRIALS; GLIOBLASTOMA; CRITERIA; CANCER;

D O I：

10.1593/tlo.13670

中图分类号：

R73 [肿瘤学];

学科分类号：

100214 ;

摘要：

Studies investigating dynamic susceptibility contrast magnetic resonance imaging-determined relative cerebral blood volume (rCBV) maps as a metric of treatment response assessment have generated conflicting results. We evaluated the potential of various analytical techniques to predict survival of patients with glioma treated with chemoradiation. rCBV maps were acquired in patients with high-grade gliomas at 0, 1, and 3 weeks into chemoradiation therapy. Various analytical techniques were applied to the same cohort of serial rCBV data for early assessment of survival. Three different methodologies were investigated: 1) percentage change of whole tumor statistics (i.e., mean, median, and percentiles), 2) physiological segmentation (low rCBV, medium rCBV, or high rCBV), and 3) a voxel-based approach, parametric response mapping (PRM). All analyses were performed using the same tumor contours, which were determined using contrast-enhanced T1-weighted and fluid attenuated inversion recovery images. The predictive potential of each response metric was assessed at 1-year and overall survival. PRM was the only analytical approach found to generate a response metric significantly predictive of patient 1-year survival. Time of acquisition and contour volume were not found to alter the sensitivity of the PRM approach for predicting overall survival. We have demonstrated the importance of the analytical approach in early response assessment using serial rCBV maps. The PRM analysis shows promise as a unified early and robust imaging biomarker of treatment response in patients diagnosed with high-grade gliomas.

引用

页码：766 / 774

页数：9