Parametric Response Maps of Perfusion MRI May Identify Recurrent Glioblastomas Responsive to Bevacizumab and Irinotecan

被引:13
作者
Aquino, Domenico [1 ]
Di Stefano, Anna Luisa [2 ]
Scotti, Alessandro [1 ]
Cuppini, Lucia [3 ]
Anghileri, Elena [3 ]
Finocchiaro, Gaetano [3 ]
Bruzzone, Maria Grazia [1 ]
Eoli, Marica [3 ]
机构
[1] Fdn IRCCS Ist Neurol C Besta, Neuroradiol Unit, Milan, Italy
[2] Fdn IRCCS Ist Neurol C Besta, Gen Neurol Unit, Milan, Italy
[3] Fdn IRCCS Ist Neurol C Besta, Mol Neurooncol Unit, Milan, Italy
关键词
ANTI-ANGIOGENIC THERAPY; CEREBRAL BLOOD-VOLUME; HISTOGRAM ANALYSIS; BRAIN-TUMOR; GLIOMAS; SURVIVAL; GRADE; PROGRESSION; MULTIFORME; BIOMARKERS;
D O I
10.1371/journal.pone.0090535
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Perfusion weighted imaging (PWI) can be used to measure key aspects of tumor vascularity in vivo and recent studies suggest that perfusion imaging may be useful in the early assessment of response to angiogenesis inhibitors. Aim of this work is to compare Parametric Response Maps (PRMs) with the Region Of Interest (ROI) approach in the analysis of tumor changes induced by bevacizumab and irinotecan in recurrent glioblastomas (rGBM), and to evaluate if changes in tumor blood volume measured by perfusion MRI may predict clinical outcome. Methods: 42 rGBM patients with KPS >= 50 were treated until progression, as defined by MRI with RANO criteria. Relative cerebral blood volume (rCBV) variation after 8 weeks of treatment was calculated through semi-automatic ROI placement in the same anatomic region as in baseline. Alternatively, rCBV variations with respect to baseline were calculated into the evolving tumor region using a voxel-by-voxel difference. PRMs were created showing where rCBV significantly increased, decreased or remained unchanged. Results: An increased blood volume in PRM (PRMCBV+) higher than 18% (first quartile) after 8 weeks of treatment was associated with increased progression free survival (PFS; 24 versus 13 weeks, p = 0.045) and overall survival (OS; 38 versus 25 weeks, p = 0.016). After 8 weeks of treatment ROI analysis showed that mean rCBV remained elevated in non responsive patients (4.8 +/- 60.9 versus 5.1 +/- 1.2, p = 0.38), whereas decreased in responsive patients (4.2 +/- 1.3 versus 3.8 +/- 1.6 p = 0.04), and re-increased progressively when patients approached tumor progression. Conclusions: Our data suggest that PRMs can provide an early marker of response to antiangiogenic treatment and warrant further confirmation in a larger cohort of GBM patients.
引用
收藏
页数:8
相关论文
共 33 条
[1]  
Barajas RF, 2012, PROG NEUROL SURG, V25, P55, DOI 10.1159/000331174
[2]   Improved tumor oxygenation and survival in glioblastoma patients who show increased blood perfusion after cediranib and chemoradiation [J].
Batchelor, Tracy T. ;
Gerstner, Elizabeth R. ;
Emblem, Kyrre E. ;
Duda, Dan G. ;
Kalpathy-Cramer, Jayashree ;
Snuderl, Matija ;
Ancukiewicz, Marek ;
Polaskova, Pavlina ;
Pinho, Marco C. ;
Jennings, Dominique ;
Plotkin, Scott R. ;
Chi, Andrew S. ;
Eichler, April F. ;
Dietrich, Jorg ;
Hochberg, Fred H. ;
Lu-Emerson, Christine ;
Iafrate, A. John ;
Ivy, S. Percy ;
Rosen, Bruce R. ;
Loeffler, Jay S. ;
Wen, Patrick Y. ;
Sorensen, A. Greg ;
Jain, Rakesh K. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (47) :19059-19064
[3]   Molecular mechanisms and clinical applications of angiogenesis [J].
Carmeliet, Peter ;
Jain, Rakesh K. .
NATURE, 2011, 473 (7347) :298-307
[4]  
Cha S, 2000, AM J NEURORADIOL, V21, P881
[5]   Radiographic patterns of relapse in glioblastoma [J].
Chamberlain, Marc C. .
JOURNAL OF NEURO-ONCOLOGY, 2011, 101 (02) :319-323
[6]  
Cuppini L, 2013, PLOS ONE IN PRESS
[7]   Prospective Analysis of Parametric Response Map-Derived MRI Biomarkers: Identification of Early and Distinct Glioma Response Patterns Not Predicted by Standard Radiographic Assessment [J].
Galban, Craig J. ;
Chenevert, Thomas L. ;
Meyer, Charles R. ;
Tsien, Christina ;
Lawrence, Theodore S. ;
Hamstra, Daniel A. ;
Junck, Larry ;
Sundgren, Pia C. ;
Johnson, Timothy D. ;
Galban, Stefanie ;
Sebolt-Leopold, Judith S. ;
Rehemtulla, Alnawaz ;
Ross, Brian D. .
CLINICAL CANCER RESEARCH, 2011, 17 (14) :4751-4760
[8]   The parametric response map is an imaging biomarker for early cancer treatment outcome [J].
Galban, Craig J. ;
Chenevert, Thomas L. ;
Meyer, Charles R. ;
Tsien, Christina ;
Lawrence, Theodore S. ;
Hamstra, Daniel A. ;
Junck, Larry ;
Sundgren, Pia C. ;
Johnson, Timothy D. ;
Ross, David J. ;
Rehemtulla, Alnawaz ;
Ross, Brian D. .
NATURE MEDICINE, 2009, 15 (05) :572-576
[9]   Expression of CD109 in human cancer [J].
Hashimoto, M ;
Ichihara, M ;
Watanabe, T ;
Kawai, K ;
Koshikawa, K ;
Yuasa, N ;
Takahashi, T ;
Yatabe, Y ;
Murakumo, Y ;
Zhang, JM ;
Nimura, Y ;
Takahashi, M .
ONCOGENE, 2004, 23 (20) :3716-3720
[10]   Correlations between Perfusion MR Imaging Cerebral Blood Volume, Microvessel Quantification, and Clinical Outcome Using Stereotactic Analysis in Recurrent High-Grade Glioma [J].
Hu, L. S. ;
Eschbacher, J. M. ;
Dueck, A. C. ;
Heiserman, J. E. ;
Liu, S. ;
Karis, J. P. ;
Smith, K. A. ;
Shapiro, W. R. ;
Pinnaduwage, D. S. ;
Coons, S. W. ;
Nakaji, P. ;
Debbins, J. ;
Feuerstein, B. G. ;
Baxter, L. C. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2012, 33 (01) :69-76