IVIM improves preoperative assessment of microvascular invasion in HCC

医学 盒内非相干运动 优势比 有效扩散系数 接收机工作特性 神经组阅片室 置信区间 放射科 逻辑回归 单变量分析 肝细胞癌 核医学 磁共振弥散成像 内科学 多元分析 磁共振成像 神经学 精神科
作者
Yi Wei,Zixing Huang,Hehan Tang,Liping Deng,Yuan Yuan,Jiaxing Li,Dongbo Wu,Xiaocheng Wei,Bin Song
出处
期刊:European Radiology [Springer Nature]
卷期号:29 (10): 5403-5414 被引量:82
标识
DOI:10.1007/s00330-019-06088-w
摘要

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). 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. 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). 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. • Diffusion MRI is useful for non-invasively evaluating the microvascular invasion of hepatocellular carcinoma. • IVIM model is advantageous over mono-exponential model for assessing the microvascular invasion of hepatocellular carcinoma. • Decreased D value was the independent risk factor for predicting MVI of HCC.
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