Dynamic Contrast Enhanced MRI Parameters and Tumor Cellularity in a Rat Model of Cerebral Glioma at 7 T

被引:57
作者
Aryal, Madhava P. [1 ,2 ]
Nagaraja, Tavarekere N. [3 ]
Keenan, Kelly A. [3 ]
Bagher-Ebadian, Hassan [1 ,4 ]
Panda, Swayamprava [2 ]
Brown, Stephen L. [5 ]
Cabral, Glauber [2 ]
Fenstermacher, Joseph D. [3 ,6 ]
Ewing, James R. [1 ,2 ]
机构
[1] Oakland Univ, Dept Phys, Rochester, MI 48063 USA
[2] Henry Ford Hosp, Dept Neurol, Detroit, MI 48202 USA
[3] Henry Ford Hosp, Dept Anesthesiol, Detroit, MI 48202 USA
[4] Henry Ford Hosp, Dept Radiol, Detroit, MI 48202 USA
[5] Henry Ford Hosp, Dept Radiat Oncol, Detroit, MI 48202 USA
[6] SUNY Stony Brook, Dept Neurol Surg, Stony Brook, NY 11794 USA
基金
美国国家卫生研究院;
关键词
dual-echo gradient-echo sequence; longitudinal relaxation rate; DCE-MRI; Logan plot; interstitial volume; distribution volume; tumor cellularity; BRAIN TRANSFER CONSTANTS; TRANSCYTOLEMMAL WATER-EXCHANGE; ARTERIAL INPUT FUNCTION; TIME UPTAKE DATA; BLOOD-VOLUME; GD-DTPA; QUANTITATIVE ESTIMATION; VASCULAR-PERMEABILITY; GRAPHICAL EVALUATION; BOLUS INJECTION;
D O I
10.1002/mrm.24873
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 test the hypothesis that a noninvasive dynamic contrast enhanced MRI (DCE-MRI) derived interstitial volume fraction (v(e)) and/or distribution volume (V-D) were correlated with tumor cellularity in cerebral tumor. MethodsT(1)-weighted DCE-MRI studies were performed in 18 athymic rats implanted with U251 xenografts. After DCE-MRI, sectioned brain tissues were stained with Hematoxylin and Eosin for cell counting. Using a Standard Model analysis and Logan graphical plot, DCE-MRI image sets during and after the injection of a gadolinium contrast agent were used to estimate the parameters plasma volume (v(p)), forward transfer constant (K-trans), v(e), and V-D. ResultsParameter values in regions where the standard model was selected as the best model were: (mean S.D.): v(p) = (0.81 +/- 0.40)%, K-trans = (2.09 +/- 0.65) x 10(-2) min(-1), v(e) = (6.65 +/- 1.86)%, and V-D = (7.21 +/- 1.98)%. The Logan-estimated V-D was strongly correlated with the standard model's v(p) + v(e) (r = 0.91, P < 0.001). The parameters, v(e) and/or V-D, were significantly correlated with tumor cellularity (r -0.75, P < 0.001 for both). ConclusionThese data suggest that tumor cellularity can be estimated noninvasively by DCE-MRI, thus supporting its utility in assessing tumor pathophysiology. Magn Reson Med 71:2206-2214, 2014. (c) 2013 Wiley Periodicals, Inc.
引用
收藏
页码:2206 / 2214
页数:9
相关论文
共 36 条
[1]   Comparison of tumor histology to dynamic contrast enhanced magnetic resonance imaging-based physiological estimates [J].
Aref, Michael ;
Chaudhari, Amir R. ;
Bailey, Keith L. ;
Aref, Susanne ;
Wiener, Erik C. .
MAGNETIC RESONANCE IMAGING, 2008, 26 (09) :1279-1293
[2]   Model selection for DCE-T1 studies in glioblastoma [J].
Bagher-Ebadian, Hassan ;
Jain, Rajan ;
Nejad-Davarani, Siamak P. ;
Mikkelsen, Tom ;
Lu, Mei ;
Jiang, Quan ;
Scarpace, Lisa ;
Arbab, Ali S. ;
Narang, Jayant ;
Soltanian-Zadeh, Hamid ;
Paudyal, Ramesh ;
Ewing, James. R. .
MAGNETIC RESONANCE IN MEDICINE, 2012, 68 (01) :241-251
[3]   HYPERCAPNIA SLIGHTLY RAISES BLOOD-VOLUME AND SIZABLY ELEVATES FLOW VELOCITY IN BRAIN MICROVESSELS [J].
BERECZKI, D ;
WEI, L ;
OTSUKA, T ;
HANS, FJ ;
ACUFF, V ;
PATLAK, C ;
FENSTERMACHER, J .
AMERICAN JOURNAL OF PHYSIOLOGY, 1993, 264 (05) :H1360-H1369
[4]   Estimate of vascular permeability and cerebral blood volume using Gd-DTPA contrast enhancement and dynamic T2*-weighted MRI [J].
Cao, Yue ;
Shen, Zhen ;
Chenevert, Thomas L. ;
Ewing, James R. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2006, 24 (02) :288-296
[5]   Diffusion magnetic resonance imaging: an early surrogate marker of therapeutic efficacy in brain tumors [J].
Chenevert, TL ;
Stegman, LD ;
Taylor, JMG ;
Robertson, PL ;
Greenberg, HS ;
Rehemtulla, A ;
Ross, BD .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2000, 92 (24) :2029-2036
[6]   Model selection in magnetic resonance imaging measurements of vascular permeability: Gadomer in a 9L model of rat cerebral tumor [J].
Ewing, JR ;
Brown, SL ;
Lu, M ;
Panda, S ;
Ding, GL ;
Knight, RA ;
Cao, Y ;
Jiang, Q ;
Nagaraja, TN ;
Churchman, JL ;
Fenstermacher, JD .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2006, 26 (03) :310-320
[7]   Patlak plots of Gd-DTPA MRI data yield blood-brain transfer constants concordant with those of 14C-sucrose in areas of blood-brain opening [J].
Ewing, JR ;
Knight, RA ;
Nagaraja, TN ;
Yee, JS ;
Nagesh, V ;
Whitton, PA ;
Li, L ;
Fenstermacher, JD .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (02) :283-292
[8]  
Ewing JR, 2012, P 20 ANN M ISMRM MEL, P1530
[9]   DCE-MRI using small-molecular and albumin-binding contrast agents in experimental carcinomas with different stromal content [J].
Farace, Paolo ;
Merigo, Flavia ;
Fiorini, Silvia ;
Nicolato, Elena ;
Tambalo, Stefano ;
Daducci, Alessandro ;
Degrassi, Anna ;
Sbarbati, Andrea ;
Rubello, Domenico ;
Marzola, Pasquina .
EUROPEAN JOURNAL OF RADIOLOGY, 2011, 78 (01) :52-59
[10]   Echoplanar diffusion-weighted MRI with intravenous gadolinium-DTPA [J].
Fitzek, C ;
Mentzel, HJ ;
Fitzek, S ;
Sauner, D ;
Kaiser, WA ;
Reichenbach, JR .
NEURORADIOLOGY, 2003, 45 (09) :592-597