Combined diffusion-weighted imaging and dynamic contrast-enhanced MRI for differentiating radiologically indeterminate malignant from benign orbital masses

被引:25
作者
Xu, X. -Q. [1 ]
Qian, W. [1 ]
Ma, G. [1 ]
Hu, H. [1 ]
Su, G. -Y. [1 ]
Liu, H. [2 ]
Shi, H. -B. [1 ]
Wu, F. -Y. [1 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, 300,Guangzhou Rd, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 1, Dept Ophthalmol, Nanjing, Jiangsu, Peoples R China
关键词
DIAGNOSTIC PERFORMANCE; MULTIPARAMETRIC MRI; HISTOGRAM ANALYSIS; LYMPHOMA; COEFFICIENT; ECHO; UTILITY; CANCER; TUMORS; MAPS;
D O I
10.1016/j.crad.2017.04.007
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
AIM: To evaluate the performance of the combination of diffusion-weighted (DW) and dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) for differentiating radiologically indeterminate malignant from benign orbital masses. MATERIALS AND METHODS: Sixty-five patients with orbital masses (36 benign and 29 malignant) underwent DW and DCE MRI examinations for pre-treatment evaluation. The apparent diffusion coefficient (ADC) was derived from DW imaging data using the monoexponential model. The volume transfer constant (K-trans), the flux rate constant between the extravascular extracellular space and the plasma (K-ep), and the extravascular extracellular volume fraction (V-e) were calculated using modified Tofts model. Differences in quantitative metrics were tested using independent-samples t test. Receiver operating characteristic (ROC) curve analyses were used to determine and compare the diagnostic ability of each significant metric. RESULTS: The malignant group demonstrated significantly lower ADC (0.711 +/- 0.260 versus 1.187 +/- 0.389, p < 0.001) and higher K-ep values (1.265 +/- 0.637 versus 0.871 +/- 0.610, p +/- 0.008) than the benign group. Optimal diagnostic performance (area under the ROC curve [AUC], 0.941; sensitivity, 0.966; specificity, 0.917) could be achieved using combined ADC and K-ep values as the diagnostic index. The diagnostic performance of the combination of ADC and K-ep was significantly better than K-ep alone (p = 0.006). Compared with ADC alone, combined ADC and K-ep values also showed higher AUC (0.941 versus 0.898), although the difference did not reach statistical significance (p = 0.220). CONCLUSION: K-ep and ADC could help to differentiate radiologically indeterminate malignant from benign orbital masses. The combination of DW and DCE MRI might improve the differentiating performance. (C) 2017 The Royal College of Radiologists. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:903.e9 / 903.e15
页数:7
相关论文
共 24 条
[1]   On the relationship between the apparent diffusion coefficient and extravascular extracellular volume fraction in human breast cancer [J].
Arlinghaus, Lori R. ;
Li, Xia ;
Rahman, A. Ridwan ;
Welch, E. Brian ;
Xu, Lei ;
Gore, John C. ;
Yankeelov, Thomas E. .
MAGNETIC RESONANCE IMAGING, 2011, 29 (05) :630-638
[3]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[4]   Dynamic Contrast-Enhanced MR Imaging in Head and Neck Cancer: Techniques and Clinical Applications [J].
Gaddikeri, S. ;
Gaddikeri, R. S. ;
Tailor, T. ;
Anzai, Y. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2016, 37 (04) :588-595
[5]   Prediction of the response of ocular adnexal lymphoma to chemotherapy using combined pretreatment dynamic contrast-enhanced and diffusion-weighted MRI [J].
Guo, Pengde ;
Liu, Zhaohui ;
Yan, Fei ;
Wang, Jingwen ;
Wei, Liqiang ;
Lv, Han ;
Wang, Zhenchang ;
Xian, Junfang .
ACTA RADIOLOGICA, 2016, 57 (12) :1490-1496
[6]   Orbital Lymphoproliferative Disorders (OLPDs): Value of MR Imaging for Differentiating Orbital Lymphoma from Benign OPLDs [J].
Haradome, K. ;
Haradome, H. ;
Usui, Y. ;
Ueda, S. ;
Kwee, T. C. ;
Saito, K. ;
Tokuuye, K. ;
Matsubayashi, J. ;
Nagao, T. ;
Goto, H. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2014, 35 (10) :1976-1982
[7]   Diffusivity of intraorbital lymphoma vs. IgG4-related DISEASE: 3D turbo field echo with diffusion-sensitised driven-equilibrium preparation technique [J].
Hiwatashi, Akio ;
Yoshiura, Takashi ;
Togao, Osamu ;
Yamashita, Koji ;
Kikuchi, Kazufumi ;
Fujita, Yoko ;
Yoshikawa, Hiroshi ;
Koga, Takaomi ;
Obara, Makoto ;
Honda, Hiroshi .
EUROPEAN RADIOLOGY, 2014, 24 (03) :581-586
[8]   Differentiation between benign and malignant orbital tumors at 3-T diffusion MR-imaging [J].
Khalek, Ahmed Abdel ;
Razek, Abdel ;
Elkhamary, Sahar ;
Mousa, Amani .
NEURORADIOLOGY, 2011, 53 (07) :517-522
[9]   Utility of dynamic contrast-enhanced magnetic resonance imaging for differentiating glioblastoma, primary central nervous system lymphoma and brain metastatic tumor [J].
Lu, Shanshan ;
Gao, Qianqian ;
Yu, Jing ;
Li, Yang ;
Cao, Peng ;
Shi, Haibin ;
Hong, Xunning .
EUROPEAN JOURNAL OF RADIOLOGY, 2016, 85 (10) :1722-1727
[10]   Candidate Biomarkers of Extravascular Extracellular Space: A Direct Comparison of Apparent Diffusion Coefficient and Dynamic Contrast-Enhanced MR Imaging-Derived Measurement of the Volume of the Extravascular Extracellular Space in Glioblastoma Multiforme [J].
Mills, S. J. ;
Soh, C. ;
Rose, C. J. ;
Cheung, S. ;
Zhao, S. ;
Parker, G. J. M. ;
Jackson, A. .
AMERICAN JOURNAL OF NEURORADIOLOGY, 2010, 31 (03) :549-553