Comparison of Biexponential and Monoexponential Model of Diffusion Weighted Imaging in Evaluation of Renal Lesions Preliminary Experience

被引:186
作者
Chandarana, Hersh [1 ]
Lee, Vivian S. [1 ]
Hecht, Elizabeth [1 ,2 ]
Taouli, Bachir [1 ,3 ]
Sigmund, Eric E. [1 ]
机构
[1] NYU, Dept Radiol, Langone Med Ctr, New York, NY 10016 USA
[2] Univ Penn, Dept Radiol, Philadelphia, PA 19104 USA
[3] Mt Sinai Sch Med, Dept Radiol, New York, NY USA
关键词
diffusion weighted imaging (DWI); intravoxel incoherent motion (IVIM); renal mass; renal cancer; NEPHROGENIC SYSTEMIC FIBROSIS; ANTIANGIOGENIC THERAPY; INITIAL-EXPERIENCE; CELL CARCINOMA; MASSES; PERFUSION; MRI; GADOLINIUM; DIAGNOSIS; CIRRHOSIS;
D O I
10.1097/RLI.0b013e3181ffc485
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
Objectives: To obtain intravoxel incoherent motion (IVIM) parameters with biexponential analysis of multiple b-value diffusion-weighted imaging (DWI) and compare these parameters to apparent diffusion coefficient (ADC) obtained with monoexponential modeling in their ability to discriminate enhancing from nonenhancing renal lesions. Materials and Methods: Twenty-eight patients were imaged at 1.5 T utilizing contrast-enhanced (CE) magnetic resonance imaging (MRI) and breath-hold DWI using 8 b values (range: 0-800 s/mm(2)). Perfusion fraction (f(p)), tissue diffusivity (D-t), and pseudo-diffusion coefficient (D-p) were calculated using segmented biexponential analysis. ADC total and ADC 0-400-800 were calculated with monoexponential fitting of the DWI data. f(p), D-t, D-p, ADC total, and ADC 0-400-800 were compared between enhancing and nonenhancing renal lesions. Receiver operating characteristic analysis was performed for all DWI parameters. f(p) was correlated with percent enhancement. Results: There were a total of 31 renal lesions (15 enhancing and 16 nonenhancing) in 28 patients on CE-MRI. f(p) of enhancing masses was significantly higher (27.9 vs. 6.1) and D-t was significantly lower (1.47 vs. 2.40 x 10(-3) mm(2)/s). IVIM parameters f(p) and D-t demonstrated higher accuracy in differentiating enhancing from nonenhancing renal lesions compared with monoexponential parameters ADC 0-400-800 and ADC total, with area under the curve of 0.946, 0.896, 0.854, and 0.675, respectively. There was a good correlation between f(p) and percent enhancement (r = 0.7; P < 0.001). Conclusion: IVIM parameters f(p) and D-t obtained with biexponential fitting of multi-b value DWI have higher accuracy compared with ADC (obtained with monoexponential fit) in discriminating enhancing from nonenhancing renal lesions. Furthermore, f(p) demonstrates good correlation with percent enhancement and can provide information regarding lesion vascularity without the use of exogenous contrast agent.
引用
收藏
页码:285 / 291
页数:7
相关论文
共 30 条
[1]   In vivo study of microcirculation in canine myocardium using the IVIM method [J].
Callot, V ;
Bennett, E ;
Decking, UKM ;
Balaban, RS ;
Wen, H .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (03) :531-540
[2]   Diffusion-weighted MRI in the evaluation of renal lesions: preliminary results [J].
Cova, M ;
Squillaci, E ;
Stacul, F ;
Manenti, G ;
Gava, S ;
Simonetti, G ;
Pozzi-Mucelli, R .
BRITISH JOURNAL OF RADIOLOGY, 2004, 77 (922) :851-857
[3]   Field Strength and Diffusion Encoding Technique Affect the Apparent Diffusion Coefficient Measurements in Diffusion-Weighted Imaging of the Abdomen [J].
Dale, Brian M. ;
Braithwaite, Adam C. ;
Boll, Daniel T. ;
Merkle, Elmar M. .
INVESTIGATIVE RADIOLOGY, 2010, 45 (02) :104-108
[4]   Arterial spin labeling blood flow magnetic resonance imaging for the characterization of metastatic renal cell carcinoma [J].
De Bazelaire, C ;
Rofsky, NM ;
Duhamel, G ;
Michaelson, MD ;
George, D ;
Alsop, DC .
ACADEMIC RADIOLOGY, 2005, 12 (03) :347-357
[5]   Magnetic resonance imaging - Measured blood flow change after antiangiogenic therapy with PTK787/ZK 222584 correlates with clinical outcome in metastatic renal cell carcinoma [J].
de Bazelaire, Cedric ;
Alsop, David C. ;
George, Daniel ;
Pedrosa, Ivan ;
Wang, Yongyu ;
Michaelson, M. Dror ;
Rofsky, Neil M. .
CLINICAL CANCER RESEARCH, 2008, 14 (17) :5548-5554
[6]   Single-Phase Dual- Energy CT Allows for Characterization of Renal Masses as Benign or Malignant [J].
Graser, Anno ;
Becker, Christoph R. ;
Staehler, Michael ;
Clevert, Dirk A. ;
Macari, Michael ;
Arndt, Niko ;
Nikolaou, Konstantin ;
Sommer, Wieland ;
Stief, Christian ;
Reiser, Maximilian F. ;
Johnson, Thorsten R. C. .
INVESTIGATIVE RADIOLOGY, 2010, 45 (07) :399-405
[7]   Gadolinium and nephrogenic systemic fibrosis [J].
Grobner, T. ;
Prischl, F. C. .
KIDNEY INTERNATIONAL, 2007, 72 (03) :260-264
[8]   Renal masses: Quantitative assessment of enhancement with dynamic MR imaging [J].
Ho, VB ;
Allen, SF ;
Hood, MN ;
Choyke, PL .
RADIOLOGY, 2002, 224 (03) :695-700
[9]   T1 Hyperintense Renal Lesions: Characterization with Diffusion-weighted MR Imaging versus Contrast-enhanced MR Imaging [J].
Kim, Sooah ;
Jain, Monica ;
Harris, Andrew B. ;
Lee, Vivian S. ;
Babb, James S. ;
Sigmund, Eric E. ;
Rueff, Laura E. ;
Taouli, Bachir .
RADIOLOGY, 2009, 251 (03) :796-807
[10]   Diagnostic value of MR imaging in comparison to CT in the detection and differential diagnosis of renal masses: ROC analysis [J].
Kreft, BP ;
MullerMiny, H ;
Sommer, T ;
Steudel, A ;
Vahlensieck, M ;
Novak, D ;
Muller, BG ;
Schild, HH .
EUROPEAN RADIOLOGY, 1997, 7 (04) :542-547