Intravoxel incoherent motion and enhanced T2*-weighted angiography for preoperative prediction of microvascular invasion in hepatocellular carcinoma

Xue Ren, Ying Zhao, Nan Wang, Jiahui Liu, Shuo Zhang, Mingrui Zhuang, Hongkai Wang, Jixiang Wang, Yindi Zhang, Qingwei Song, Ailian Liu
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Abstract

To investigate the value of the combined application of intravoxel incoherent motion (IVIM) and enhanced T2*-weighted angiography (ESWAN) for preoperative prediction of microvascular invasion (MVI) in hepatocellular carcinoma (HCC).76 patients with pathologically confirmed HCC were retrospectively enrolled and divided into the MVI-positive group (n=26) and MVI-negative group (n=50). Conventional MRI, IVIM, and ESWAN sequences were performed. Three region of interests (ROIs) were placed on the maximum axial slice of the lesion on D, D*, and f maps derived from IVIM sequence, and R2* map derived from ESWAN sequence, and intratumoral susceptibility signal (ITSS) from the phase map derived from ESWAN sequence was also automatically measured. Receiver operating characteristic (ROC) curves were drawn to evaluate the ability for predicting MVI. Univariate and multivariate logistic regression were used to screen independent risk predictors in clinical and imaging information. The Delong’s test was used to compare the differences between the area under curves (AUCs).The D and D* values of MVI-negative group were significantly higher than those of MVI-positive group (P=0.038, and P=0.023), which in MVI-negative group were 0.892×10-3 (0.760×10-3, 1.303×10-3) mm2/s and 0.055 (0.025, 0.100) mm2/s, and in MVI-positive group were 0.591×10-3 (0.372×10-3, 0.824×10-3) mm2/s and 0.028 (0.006, 0.050)mm2/s, respectively. The R2* and ITSS values of MVI-negative group were significantly lower than those of MVI-positive group (P=0.034, and P=0.005), which in MVI-negative group were 29.290 (23.117, 35.228) Hz and 0.146 (0.086, 0.236), and in MVI-positive group were 43.696 (34.914, 58.083) Hz and 0.199 (0.155, 0.245), respectively. After univariate and multivariate analyses, only AFP (odds ratio, 0.183; 95% CI, 0.041–0.823; P = 0.027) was the independent risk factor for predicting the status of MVI. The AUCs of AFP, D, D*, R2*, and ITSS for prediction of MVI were 0.652, 0.739, 0.707, 0.798, and 0.657, respectively. The AUCs of IVIM (D+D*), ESWAN (R2*+ITSS), and combination (D+D*+R2*+ITSS) for predicting MVI were 0.772, 0.800, and, 0.855, respectively. When IVIM combined with ESWAN, the performance was improved with a sensitivity of 73.1% and a specificity of 92.0% (cut-off value: 0.502) and the AUC was significantly higher than AFP (P=0.001), D (P=0.038), D* (P=0.023), R2* (P=0.034), and ITSS (P=0.005).The IVIM and ESWAN parameters showed good efficacy in prediction of MVI in patients with HCC. The combination of IVIM and ESWAN may be useful for noninvasive prediction of MVI before clinical operation.
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用于术前预测肝细胞癌微血管侵犯的体细胞内非相干运动和增强型 T2* 加权血管造影术
研究联合应用体细胞内非相干运动(IVIM)和增强 T2* 加权血管造影(ESWAN)对肝细胞癌(HCC)微血管侵犯(MVI)进行术前预测的价值。回顾性纳入 76 例病理确诊的 HCC 患者,将其分为 MVI 阳性组(26 例)和 MVI 阴性组(50 例)。进行了常规 MRI、IVIM 和 ESWAN 序列检查。在 IVIM 序列得出的 D、D* 和 f 图以及 ESWAN 序列得出的 R2* 图上,病变的最大轴切片上放置了三个感兴趣区(ROI),并自动测量了 ESWAN 序列得出的相位图上的瘤内易感信号(ITSS)。绘制接收者操作特征(ROC)曲线以评估预测 MVI 的能力。采用单变量和多变量逻辑回归筛选临床和成像信息中的独立风险预测因子。MVI阴性组的D值和D*值明显高于MVI阳性组(P=0.038,P=0.023),其中 MVI 阴性组分别为 0.892×10-3 (0.760×10-3, 1.303×10-3) mm2/s 和 0.055 (0.025, 0.100) mm2/s,MVI 阳性组分别为 0.591×10-3 (0.372×10-3, 0.824×10-3) mm2/s 和 0.028 (0.006, 0.050)mm2/s。MVI阴性组的R2*和ITSS值明显低于MVI阳性组(P=0.034,P=0.005),MVI阴性组分别为29.290(23.117,35.228)Hz和0.146(0.086,0.236),MVI阳性组分别为43.696(34.914,58.083)Hz和0.199(0.155,0.245)。经过单变量和多变量分析,只有 AFP(几率比 0.183;95% CI,0.041-0.823;P = 0.027)是预测 MVI 状态的独立风险因素。AFP、D、D*、R2* 和 ITSS 预测 MVI 的 AUC 分别为 0.652、0.739、0.707、0.798 和 0.657。IVIM(D+D*)、ESWAN(R2*+ITSS)和组合(D+D*+R2*+ITSS)预测 MVI 的 AUC 分别为 0.772、0.800 和 0.855。当 IVIM 与 ESWAN 联用时,灵敏度为 73.1%,特异度为 92.0%(临界值:0.502),AUC 明显高于 AFP(P=0.001)、D(P=0.038)、D*(P=0.023)、R2*(P=0.034)和 ITSS(P=0.005)。IVIM和ESWAN参数对预测HCC患者的MVI有很好的效果。IVIM和ESWAN的组合可能有助于在临床手术前对MVI进行无创预测。
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