Discrimination of Malignant versus Benign Mediastinal Lymph Nodes Using Diffusion MRI with an IVIM Model

被引:23
作者
Qi, Li-Ping [1 ,2 ,3 ]
Yan, Wan-Pu [4 ]
Chen, Ke-Neng [4 ]
Zhong, Zheng [2 ,3 ,5 ]
Li, Xiao-Ting [1 ]
Cai, Kejia [2 ,3 ,5 ,6 ]
Sun, Ying-Shi [1 ]
Zhou, Xiaohong Joe [2 ,3 ,5 ,6 ,7 ]
机构
[1] Peking Univ, Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Dept Radiol,Minist Educ, 52 Fu Cheng Rd, Beijing 100142, Peoples R China
[2] Univ Illinois, Ctr MR Res, 2242 West Harrison St,Suite 103,M-C 831, Chicago, IL 60612 USA
[3] Univ Illinois, Dept Radiol, 2242 West Harrison St,Suite 103,M-C 831, Chicago, IL 60612 USA
[4] Peking Univ, Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Dept Thorac Oncosurg,Minist Educ, Beijing, Peoples R China
[5] Univ Illinois, Dept Bioengn, Chicago, IL 60612 USA
[6] Univ Illinois, Dept Radiol, Chicago, IL 60612 USA
[7] Univ Illinois, Dept Neurosurg, Chicago, IL 60612 USA
关键词
Intravoxel incoherent motion; Mediastinal lymph nodes; Diffusion-weighted imaging; Apparent diffusion coefficient; Cancer imaging; INTRAVOXEL INCOHERENT MOTION; CELL LUNG-CANCER; POSITRON-EMISSION-TOMOGRAPHY; PEDIATRIC BRAIN-TUMORS; DIFFERENTIATION; PERFUSION; ACCURACY; METASTASIS;
D O I
10.1007/s00330-017-5049-8
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
To investigate the value of an intravoxel incoherent motion (IVIM) diffusion model for discriminating malignant versus benign mediastinal lymph nodes (MLN). Thirty-five subjects with enlarged MLN were scanned at 1.5 Tesla. Diffusion-weighted imaging was performed with eight b-values. IVIM parameters D, D*, and f, as well as apparent diffusion coefficient (ADC) from a mono-exponential model were obtained. 91 nodes (49 malignant and 42 benign) were analysed with pathologic (n=90) or radiologic (n=1) confirmations. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic performance. The mean values of D, ADC, and f for the malignant group were significantly lower than those for the benign group (p < 0.001), while D* showed no significant difference (p=0.281). In the ROC analysis, the combination of D and f produced the largest area under the curve (0.953) compared to ADC or other individual IVIM parameters, leading to the best specificity (92.9%) and diagnostic accuracy (90.1%). This study demonstrates that the combination of IVIM parameters can improve differentiation between malignant and benign MLN as compared to using ADC alone. aEuro cent Diffusion MRI is useful for non-invasively discriminating malignant versus benign lymph nodes. aEuro cent A mono-exponential model is not adequate to characterise diffusion process in lymph nodes. aEuro cent IVIM model is advantageous over mono-exponential model for assessing lymph node malignancy. aEuro cent Combination of IVIM parameters improves differentiation of malignant versus benign lymph nodes.
引用
收藏
页码:1301 / 1309
页数:9
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