Comparison of Apparent Diffusion Coefficients and Distributed Diffusion Coefficients in High-Grade Gliomas

被引:92
作者
Kwee, Thomas C. [1 ]
Galban, Craig J. [2 ]
Tsien, Christina [3 ]
Junck, Larry [4 ]
Sundgren, Pia C. [1 ]
Ivancevic, Marko K. [1 ,5 ]
Johnson, Timothy D. [6 ]
Meyer, Charles R. [2 ]
Reherntulla, Alnawaz [2 ]
Ross, Brian D. [2 ]
Chenevert, Thomas L. [1 ]
机构
[1] Univ Michigan, Med Ctr, Dept Radiol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Med Ctr, Ctr Mol Imaging, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Med Ctr, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Med Ctr, Dept Neurol, Ann Arbor, MI 48109 USA
[5] MR Clin Sci, Philips Healthcare, Cleveland, OH USA
[6] Univ Michigan, Med Ctr, Dept Biostat, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
diffusion-weighted magnetic resonance imaging; apparent diffusion coefficient; distributed diffusion coefficient; stretched-exponential; brain tumor; glioma; TREATMENT RESPONSE; BRAIN-TUMOR; WATER; BIOMARKER; RATES;
D O I
10.1002/jmri.22070
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
Purpose: To compare apparent diffusion coefficients (ADCs) with distributed diffusion coefficients (DDCs) in high-grade gliomas. Materials and Methods: Twenty patients with high-grade gliomas prospectively underwent diffusion-weighted MRI. Traditional ADC maps were created using b-values of 0 and 1000 s/mm(2). In addition, DDC maps were created by applying the stretched-exponential model using b-values of 0, 1000, 2000, and 4000 s/mm(2). Whole-tumor ADCs and DDCs (in 10(-3) mm(2)/s) were measured and analyzed with a paired t-test, Pearson's correlation coefficient, and the Bland-Altman method. Results: Tumor ADCs (1.14 +/- 0.26) were significantly lower (P = 0.0001) than DDCs (1.64 +/- 0.71). Tumor ADCs and DDCs were strongly correlated (R = 0.9716: P < 0.0001), but mean bias +/- limits of agreement between tumor ADCs and DDCs was -0.50 +/- 0.90. There was a clear trend toward greater discordance between ADC and DDC at high ADC values. Conclusion: Under the assumption that the stretched-exponential model provides a more accurate estimate of the average diffusion rate than the mono-exponential model, our results suggest that for a little diffusion attenuation the mono-exponential fit works rather well for quantifying diffusion in high-grade gliomas, whereas it works less well for a greater degree of diffusion attenuation.
引用
收藏
页码:531 / 537
页数:7
相关论文
共 21 条
[1]   Intraaxial brain masses: MR imaging-based diagnostic strategy - Initial experience [J].
Al-Okaili, Riyadh N. ;
Krejza, Jaroslaw ;
Woo, John H. ;
Wolf, Ronald L. ;
O'Rourke, Donald M. ;
Judy, Kevin D. ;
Poptani, Harish ;
Melhem, Elias R. .
RADIOLOGY, 2007, 243 (02) :539-550
[2]   Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations [J].
不详 .
NEOPLASIA, 2009, 11 (02) :102-125
[3]   Basic principles of diffusion-weighted imaging [J].
Bammer, R .
EUROPEAN JOURNAL OF RADIOLOGY, 2003, 45 (03) :169-184
[4]   Water diffusion heterogeneity index in the human brain is insensitive to the orientation of applied magnetic field gradients [J].
Bennett, Kevin M. ;
Hyde, James S. ;
Schmainda, Kathleen M. .
MAGNETIC RESONANCE IN MEDICINE, 2006, 56 (02) :235-239
[5]   Intravoxel distribution of DWI decay rates reveals C6 glioma invasion in rat brain [J].
Bennett, KM ;
Hyde, JS ;
Rand, SD ;
Bennett, R ;
Krouwer, HGJ ;
Rebro, KJ ;
Schmainda, KM .
MAGNETIC RESONANCE IN MEDICINE, 2004, 52 (05) :994-1004
[6]   Characterization of continuously distributed cortical water diffusion rates with a stretched-exponential model [J].
Bennett, KM ;
Schmainda, KM ;
Bennett, R ;
Rowe, DB ;
Lu, HB ;
Hyde, JS .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (04) :727-734
[7]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[8]   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
[9]   Lymphomas and high-grade astrocytomas: Comparison of water diffusibility and histologic characteristics [J].
Guo, AC ;
Cummings, TJ ;
Dash, RC ;
Provenzale, JM .
RADIOLOGY, 2002, 224 (01) :177-183
[10]   Functional diffusion map as an early imaging biomarker for high-grade glioma: Correlation with conventional radiologic response and overall survival [J].
Hamstra, Daniel A. ;
Galban, Craig J. ;
Meyer, Charles R. ;
Johnson, Timothy D. ;
Sundgren, Pia C. ;
Tsien, Christina ;
Lawrence, Theodore S. ;
Junck, Larry ;
Ross, David J. ;
Rehemtulla, Alnawaz ;
Ross, Brian D. ;
Chenevert, Thomas L. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (20) :3387-3394