Diffusion-weighted MRI of breast lesions: a prospective clinical investigation of the quantitative imaging biomarker characteristics of reproducibility, repeatability, and diagnostic accuracy

被引:50
作者
Spick, Claudio [1 ]
Bickel, Hubert [1 ]
Pinker, Katja [1 ]
Bernathova, Maria [1 ]
Kapetas, Panagiotis [1 ]
Woitek, Ramona [1 ]
Clauser, Paola [1 ]
Polanec, Stephan H. [1 ]
Rudas, Margaretha [2 ]
Bartsch, Rupert [3 ]
Helbich, Thomas H. [1 ]
Baltzer, Pascal A. [1 ]
机构
[1] Med Univ Vienna, Div Mol & Gender Imaging, Dept Biomed Imaging & Image Guided Therapy, Waehringer Guertel 18-20A, A-1090 Vienna, Austria
[2] Med Univ Vienna, Clin Inst Pathol, Waehringer Guertel 18-20A, A-1090 Vienna, Austria
[3] Med Univ Vienna, Div Oncol, Dept Internal Med, Waehringer Guertel 18-20A, A-1090 Vienna, Austria
关键词
breast cancer; diagnostic accuracy; diffusion-weighted imaging; DWI; quantitative imaging biomarker; repeatability; reproducibility; COEFFICIENT ADC MEASUREMENTS; ONCOLOGY DRUG DEVELOPMENT; 7; T; CONTRAST; CANCER; TUMORS; METAANALYSIS; DWI;
D O I
10.1002/nbm.3596
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Diffusion-weighted MRI (DWI) provides insights into tissue microstructure by visualization and quantification of water diffusivity. Quantitative evaluation of the apparent diffusion coefficient (ADC) obtained from DWI has been proven helpful for differentiating between malignant and benign breast lesions, for cancer subtyping in breast cancer patients, and for prediction of response to neoadjuvant chemotherapy. However, to further establish DWI of breast lesions it is important to evaluate the quantitative imaging biomarker (QIB) characteristics of reproducibility, repeatability, and diagnostic accuracy. In this intra-individual prospective clinical study 40 consecutive patients with suspicious findings, scheduled for biopsy, underwent an identical 3T breast MRI protocol of the breast on two consecutive days (> 24 h). Mean ADC of target lesions was assessed (two independent readers) in four separate sessions. Reproducibility, repeatability, and diagnostic accuracy between examinations (E1, E2), readers (R1, R2), and measurements (M1, M2) were assessed with intraclass correlation coefficients (ICCs), coefficients of variation (CVs), Bland-Altman plots, and receiver operating characteristic (ROC) analysis with calculation of the area under the ROC curve (AUC). The standard of reference was either histopathology (n = 38) or imaging follow-up of up to 24 months (n = 2). Eighty breast MRI examinations (median E1-E2, 2 +/- 1.7 days, 95% confidence interval (CI) 1-2 days, range 1-11 days) in 40 patients (mean age 56, standard deviation (SD) +/- 14) were evaluated. In 55 target lesions (mean size 25.2 +/- 20.8 (SD) mm, range 6-106 mm), mean ADC values were significantly (P < 0.0001) higher in benign (1.38, 95% CI 1.27-1.49 x 10(-3) mm(2)/s) compared with malignant (0.86, 95% CI 0.81-0.91 x 10-3 mm2/s) lesions. Reproducibility and repeatability showed high agreement for repeated examinations, readers, and measurements (all ICCs > 0.9, CVs 3.2-8%), indicating little variation. Bland-Altman plots demonstrated no systematic differences, and diagnostic accuracy was not significantly different in the two repeated examinations (all ROC curves > 0.91, P > 0.05). High reproducibility, repeatability, and diagnostic accuracy of DWI provide reliable characteristics for its use as a potential QIB, to further improve breast lesion detection, characterization, and treatment monitoring of breast lesions.
引用
收藏
页码:1445 / 1453
页数:9
相关论文
共 38 条
[1]   Repeatability of Quantitative MRI Measurements in Normal Breast Tissue [J].
Aliu, Sheye O. ;
Jones, Ella F. ;
Azziz, Ania ;
Kornak, John ;
Wilmes, Lisa J. ;
Newitt, David C. ;
Suzuki, Sachiko A. ;
Klifa, Catherine ;
Gibbs, Jessica ;
Proctor, Evelyn C. ;
Joe, Bonnie N. ;
Hylton, Nola M. .
TRANSLATIONAL ONCOLOGY, 2014, 7 (01) :130-137
[2]   Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations [J].
不详 .
NEOPLASIA, 2009, 11 (02) :102-125
[3]   Assessment of Breast Lesions With Diffusion-Weighted MRI: Comparing the Use of Different b Values [J].
Arantes Pereira, Fernanda Philadelpho ;
Martins, Gabriela ;
Figueiredo, Eduardo ;
Aidar Domingues, Marisa Nassar ;
Domingues, Romeu Cortes ;
Barbosa da Fonseca, Lea Mirian ;
Gasparetto, Emerson Leandro .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2009, 193 (04) :1030-1035
[4]   Combined reading of Contrast Enhanced and Diffusion Weighted Magnetic Resonance Imaging by using a simple sum score [J].
Baltzer, Anja ;
Dietzel, Matthias ;
Kaiser, Clemens G. ;
Baltzer, Pascal A. .
EUROPEAN RADIOLOGY, 2016, 26 (03) :884-891
[5]   Diffusion-weighted imaging (DWI) in MR mammography (MRM): clinical comparison of echo planar imaging (EPI) and half-Fourier single-shot turbo spin echo (HASTE) diffusion techniques [J].
Baltzer, P. A. T. ;
Renz, D. M. ;
Herrmann, K. -H. ;
Dietzel, M. ;
Krumbein, I. ;
Gajda, M. ;
Camara, O. ;
Reichenbach, J. R. ;
Kaiser, W. A. .
EUROPEAN RADIOLOGY, 2009, 19 (07) :1612-1620
[6]  
Bickel H, 2014, INSIGHTS IMAGING, V5, P287
[7]  
Bickel H, 2015, INVEST RADIOL, V50, P95, DOI 10.1097/RLI.0000000000000104
[8]   Bilateral Diffusion-weighted MR Imaging of Breast Tumors with Submillimeter Resolution Using Readout-segmented Echoplanar Imaging at 7 T [J].
Bogner, Wolfgang ;
Pinker, Katja ;
Zaric, Olgica ;
Baltzer, Pascal ;
Minarikova, Lenka ;
Porter, David ;
Bago-Horvath, Zsuzsanna ;
Dubsky, Peter ;
Helbich, Thomas H. ;
Trattnig, Siegfried ;
Gruber, Stephan .
RADIOLOGY, 2015, 274 (01) :74-84
[9]   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
[10]   Meta-analysis of quantitative diffusion-weighted MR imaging in the differential diagnosis of breast lesions [J].
Chen, Xin ;
Li, Wen-ling ;
Zhang, Yi-li ;
Wu, Qian ;
Guo, You-min ;
Bai, Zhi-lan .
BMC CANCER, 2010, 10