Intravoxel Incoherent Motion Diffusion-Weighted MRI at 3.0 T Differentiates Malignant Breast Lesions From Benign Lesions and Breast Parenchyma

被引:99
作者
Bokacheva, Louisa [1 ]
Kaplan, Jennifer B. [2 ]
Giri, Dilip D. [3 ]
Patil, Sujata [4 ]
Gnanasigamani, Merlin [2 ]
Nyman, C. Gregory [2 ]
Deasy, Joseph O. [1 ]
Morris, Elizabeth A. [2 ]
Thakur, Sunitha B. [1 ,2 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10065 USA
[2] Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10065 USA
[3] Mem Sloan Kettering Canc Ctr, Dept Pathol, New York, NY 10065 USA
[4] Mem Sloan Kettering Canc Ctr, Dept Biostat, New York, NY 10065 USA
关键词
diffusion-weighted imaging; intravoxel incoherent motion; breast cancer; benign breast lesions; PROGNOSTIC-FACTORS; B-VALUES; CANCER; COEFFICIENT; CARCINOMA; PERFUSION; TISSUE; MODEL; ENHANCEMENT; EXPERIENCE;
D O I
10.1002/jmri.24462
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 study the differentiation of malignant breast lesions from benign lesions and fibroglandular tissue (FGT) using apparent diffusion coefficient (ADC) and intravoxel incoherent motion (IVIM) parameters. Materials and Methods: This retrospective study included 26 malignant and 14 benign breast lesions in 35 patients who underwent diffusion-weighted MRI at 3.0T and nine b-values (0-1000 s/mm(2)). ADC and IVIM parameters (perfusion fraction f(p), pseudodiffusion coefficient D-p, and true diffusion coefficient D-d) were determined in lesions and FGT. For comparison, IVIM was also measured in 16 high-risk normal patients. A predictive model was constructed using linear discriminant analysis. Lesion discrimination based on ADC and IVIM parameters was assessed using receiver operating characteristic (ROC) and area under the ROC curve (AUC). Results: In FGT of normal subjects, f(p) was 1.1 +/- 1.1%. In malignant lesions, f(p) (6.4 +/- 3.1%) was significantly higher than in benign lesions (3.1 +/- 3.3%, P = 0.0025) or FGT (1.5 +/- 1.2%, P < 0.001), and D-d ((1.29 +/- 0.28) x 10(-3) mm(2)/s) was lower than in benign lesions ((1.56 +/- 0.28) x 10(-3) mm(2)/s, P = 0.011) or FGT ((1.86 +/- 0.34) x 10(-3) mm(2)/s, P < 0.001). A combination of D-d and f(p) provided higher AUC for discrimination between malignant and benign lesions (0.84) or FGT (0.97) than ADC (0.72 and 0.86, respectively). Conclusion: The IVIM parameters provide accurate identification of malignant lesions.
引用
收藏
页码:813 / 823
页数:11
相关论文
共 41 条
[1]   Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations [J].
不详 .
NEOPLASIA, 2009, 11 (02) :102-125
[2]  
[Anonymous], 2003, BREAST IM REP DAT SY
[3]   Diffusion-weighted imaging of normal fibroglandular breast tissue: influence of microperfusion and fat suppression technique on the apparent diffusion coefficient [J].
Baron, Paul ;
Dorrius, Monique D. ;
Kappert, Peter ;
Oudkerk, Matthijs ;
Sijens, Paul E. .
NMR IN BIOMEDICINE, 2010, 23 (04) :399-405
[4]   Diffusion-weighted MR for Differentiation of Breast Lesions at 3.0 T: How Does Selection of Diffusion Protocols Affect Diagnosis? [J].
Bogner, Wolfgang ;
Gruber, Stephan ;
Pinker, Katja ;
Grabner, Guenther ;
Stadlbauer, Andreas ;
Weber, Michael ;
Moser, Ewald ;
Helbich, Thomas H. ;
Trattnig, Siegfried .
RADIOLOGY, 2009, 253 (02) :341-351
[5]   Breast lesions: Correlation of contrast medium enhancement patterns on MR images with histopathologic findings and tumor angiogenesis [J].
Buadu, LD ;
Murakami, J ;
Murayama, S ;
Hashiguchi, N ;
Sakai, S ;
Masuda, K ;
Toyoshima, S ;
Kuroki, S ;
Ohno, S .
RADIOLOGY, 1996, 200 (03) :639-649
[6]  
CUTLER SJ, 1969, CANCER, V24, P653, DOI 10.1002/1097-0142(196910)24:4<653::AID-CNCR2820240402>3.0.CO
[7]  
2-B
[8]   Breast cancer: Regional blood flow and blood volume measured with magnetic susceptibility-based MR imaging - Initial results [J].
Delille, JP ;
Slanetz, PJ ;
Yeh, ED ;
Kopans, DB ;
Garrido, L .
RADIOLOGY, 2002, 223 (02) :558-565
[9]   PATHOLOGICAL PROGNOSTIC FACTORS IN BREAST-CANCER .1. THE VALUE OF HISTOLOGICAL GRADE IN BREAST-CANCER - EXPERIENCE FROM A LARGE STUDY WITH LONG-TERM FOLLOW-UP [J].
ELSTON, CW ;
ELLIS, IO .
HISTOPATHOLOGY, 1991, 19 (05) :403-410
[10]   Differentiation of clinically benign and malignant breast lesions using diffusion-weighted imaging [J].
Guo, Y ;
Cai, YQ ;
Cai, ZL ;
Gao, YG ;
An, NY ;
Ma, L ;
Mahankali, S ;
Gao, JH .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2002, 16 (02) :172-178