IVIM improves preoperative assessment of microvascular invasion in HCC

被引:124
作者
Wei, Yi [1 ]
Huang, Zixing [1 ]
Tang, Hehan [1 ]
Deng, Liping [1 ]
Yuan, Yuan [1 ]
Li, Jiaxing [2 ]
Wu, Dongbo [3 ]
Wei, Xiaocheng [4 ]
Song, Bin [1 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Radiol, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Liver Surg, Chengdu, Sichuan, Peoples R China
[3] Sichuan Univ, West China Hosp, Ctr Infect Dis, Chengdu, Sichuan, Peoples R China
[4] GE Healthcare China, Beijing, Peoples R China
关键词
Magnetic resonance imaging; Hepatocellular carcinoma; Diagnostic imaging; INTRAVOXEL INCOHERENT MOTION; HEPATOCELLULAR-CARCINOMA; DIFFUSION; RECURRENCE; CANCER; MRI; DIFFERENTIATION; PREDICTION; EFFICACY; BIOPSY;
D O I
10.1007/s00330-019-06088-w
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Purpose To prospectively evaluate the potential role of intravoxel incoherent motion (IVIM) and conventional radiologic features for preoperative prediction of microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC). Methods Institutional review board approval and written informed consent were obtained for this study. A cohort comprising 115 patients with 135 newly diagnosed HCCs between January 2016 and April 2017 were evaluated. Two radiologists independently reviewed the radiologic features and the apparent diffusion coefficient (ADC), true diffusion coefficient (D), pseudodiffusion coefficient (D*), and pseudodiffusion component fraction (f) were also measured. Interobserver agreement was checked and univariate and multivariate logistic regressions were used for screening the risk factors. Receiver operating characteristics (ROC) curve analyses were performed to evaluate the diagnostic performance. Results Features significantly related to MVI of HCC at univariate analysis were reduced ADC (odds ratio, 0.341; 95% CI, 0.211-0.552; p < 0.001), D (odds ratio, 0.141; 95% CI, 0.067-0.299; p < 0.001), and irregular circumferential enhancement (odds ratio, 9.908; 95% CI, 3.776-25.996; p < 0.001). At multivariate analysis, only D value (odds ratio, 0.096; 95% CI, 0.025-0.364; p < 0.001) was the independent risk factor for MVI of HCC. The mean D value for MVI of HCC showed an area under ROC curves of 0.815 (95% CI, 0.740-0.877). Conclusion IVIM model-derived D value is superior to ADC measured with mono-exponential model for evaluating the MVI of HCC. Among MR imaging features, tumor margin, enhancement pattern, tumor capsule, and peritumoral enhancement were not predictive for MVI.
引用
收藏
页码:5403 / 5414
页数:12
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