Preoperative dynamic contrast-enhanced MRI correlates with molecular markers of hypoxia and vascularity in specific areas of intratumoral nnicroenvironment and is predictive of patient outcome

被引:95
作者
Jensen, Randy L. [1 ,6 ]
Mumert, Michael L. [1 ]
Gillespie, David L. [1 ,6 ]
Kinney, Anita Y. [2 ,6 ]
Schabel, Matthias C. [3 ,5 ]
Salzman, Karen L. [4 ,6 ]
机构
[1] Univ Utah, Clin Neurosci Ctr, Dept Neurosurg, Salt Lake City, UT 84132 USA
[2] Univ Utah, Div Epidemiol, Dept Internal Med, Salt Lake City, UT 84132 USA
[3] Univ Utah, Dept Radiol, Utah Ctr Adv Imaging Res, Salt Lake City, UT 84132 USA
[4] Univ Utah, Dept Radiol, Div Neuroradiol, Clin Neurosci Ctr, Salt Lake City, UT 84132 USA
[5] Oregon Hlth & Sci Univ, Portland, OR USA
[6] Huntsman Canc Inst, Salt Lake City, UT USA
基金
美国国家卫生研究院;
关键词
DCE-MRI; HIF-1; hypoxia; vascularity; VEGF; CEREBRAL BLOOD-VOLUME; DIFFUSION TENSOR; HIGH-GRADE; MICROVESSEL DENSITY; PROTEIN EXPRESSION; INDUCIBLE FACTOR-1; ASTROCYTIC TUMORS; MALIGNANT GLIOMA; BRAIN-TUMORS; PERFUSION;
D O I
10.1093/neuonc/not148
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. Measures of tumor vascularity and hypoxia have been correlated with glioma grade and outcome. Dynamic contrast-enhanced (DCE) MRI can noninvasively map tumor blood flow, vascularity, and permeability. In this prospective observational cohort pilot study, preoperative imaging was correlated with molecular markers of hypoxia, vascularity, proliferation, and progression-free and overall patient survival. Methods. Pharmacokinetic modeling methods were used to generate maps of tumor blood flow, extraction fraction, permeability-surface area product, transfer constant, washout rate, interstitial volume, blood volume, capillary transit time, and capillary heterogeneity from preoperative DCE-MRI data in human glioma patients. Tissue was obtained from areas of peritumoral edema, active tumor, hypoxic penumbra, and necrotic core and evaluated for vascularity, proliferation, and expression of hypoxia-regulated molecules. DCE-MRI parameter values were correlated with hypoxia-regulated protein expression at tissue sample sites. Results. Patient survival correlated with DCE parameters in 2 cases: capillary heterogeneity in active tumor and interstitial volume in areas of peritumoral edema. Statistically significant correlations were observed between several DCE parameters and tissue markers. In addition, MIB-1 index was predictive of overall survival (P = .044) and correlated with vascular endothelial growth factor expression in hypoxic penumbra (r = 0.7933, P = .0071) and peritumoral edema (r = 0.4546). Increased microvessel density correlated with worse patient outcome (P = .026). Conclusions. Our findings suggest that DCE-MRI may facilitate noninvasive preoperative predictions of areas of tumor with increased hypoxia and proliferation. Both imaging and hypoxia biomarkers are predictive of patient outcome. This has the potential to allow unprecedented prognostic decisions and to guide therapies to specific tumor areas,
引用
收藏
页码:280 / 291
页数:12
相关论文
共 63 条
[21]  
JAIN RK, 1988, CANCER RES, V48, P2641
[22]   Inhibition of hypoxia inducible factor-1α (HIF-1α) decreases vascular endothelial growth factor (VEGF) secretion and tumor growth in malignant gliomas [J].
Jensen, Randy L. ;
Ragel, Brian T. ;
Whang, Kum ;
Gillespie, David .
JOURNAL OF NEURO-ONCOLOGY, 2006, 78 (03) :233-247
[23]  
Jensen RL., 2006, NEUROSURG FOCUS, V20, pE24, DOI DOI 10.3171/FOC.2006.20.4.16
[24]   Signaling cross-talk between hypoxia and glucose via hypoxia-inducible factor 1 and glucose response elements [J].
Kietzmann, T ;
Krones-Herzig, A ;
Jungermann, K .
BIOCHEMICAL PHARMACOLOGY, 2002, 64 (5-6) :903-911
[25]   The WHO classification of tumors of the nervous system [J].
Kleihues, P ;
Louis, DN ;
Scheithauer, BW ;
Rorke, LB ;
Reifenberger, G ;
Burger, PC ;
Cavenee, WK .
JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 2002, 61 (03) :215-225
[26]   Importance of hypoxia in the biology and treatment of brain tumors [J].
Knisely, JPS ;
Rockwell, S .
NEUROIMAGING CLINICS OF NORTH AMERICA, 2002, 12 (04) :525-+
[27]   Diagnostic Dilemma of Pseudoprogression in the Treatment of Newly Diagnosed Glioblastomas: The Role of Assessing Relative Cerebral Blood Flow Volume and Oxygen-6-Methylguanine-DNA Methyltransferase Promoter Methylation Status [J].
Kong, D. -S. ;
Kim, S. T. ;
Kim, E. -H. ;
Lim, D. H. ;
Kim, W. S. ;
Suh, Y. -L. ;
Lee, J. -I. ;
Park, K. ;
Kim, J. H. ;
Nam, D. -H. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2011, 32 (02) :382-387
[28]   Transcriptional response to hypoxia in human tumors [J].
Lal, A ;
Peters, H ;
St Croix, B ;
Haroon, ZA ;
Dewhirst, MW ;
Strausberg, RL ;
Kaanders, JHAM ;
van der Kogel, AJ ;
Riggins, GJ .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2001, 93 (17) :1337-1343
[29]   Vascular change measured with independent component analysis of dynamic susceptibility contrast MRI predicts bevacizumab response in high-grade glioma [J].
LaViolette, Peter S. ;
Cohen, Alex D. ;
Prah, Melissa A. ;
Rand, Scott D. ;
Connelly, Jennifer ;
Malkin, Mark. G. ;
Mueller, Wade M. ;
Schmainda, Kathleen M. .
NEURO-ONCOLOGY, 2013, 15 (04) :442-450
[30]  
Law M, 2004, AM J NEURORADIOL, V25, P746