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ADC 比值和 D 比值来源于 TACE 后早期的体素内不相干运动,是肝细胞癌生存的独立预测因子。

ADC ratio and D ratio derived from intravoxel incoherent motion early after TACE are independent predictors for survival in hepatocellular carcinoma.

机构信息

Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai Institute of Medical Imaging, Shanghai, P.R. China.

Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, P.R. China.

出版信息

J Magn Reson Imaging. 2017 Sep;46(3):820-830. doi: 10.1002/jmri.25617. Epub 2017 Mar 9.

Abstract

PURPOSE

To explore the threshold of intravoxel incoherent motion (IVIM) parameters, apparent diffusion coefficient [ADC and ADC ] ratios 24-48 hours after transarterial chemoembolization (TACE) to assess early response in patients with unresectable hepatocellular carcinoma (HCC) and to compare the association between diffusion-weighted imaging with the intravoxel incoherent motion (IVIM-DWI) and mRECIST with survival.

MATERIALS AND METHODS

Institutional Review Board approval and informed consent were obtained for this prospective study. There were 30 patients undergoing 1.5T magnetic resonance imaging (MRI) with IVIM-DWI of 12 b values (0, 10, 20, 30, 40, 50, 70, 100, 200, 300, 500, 800 s/mm ) 1 week before and 24-48 hours after TACE. Response was assessed with the change of true diffusion coefficient (D), pseudo-diffusion coefficient (D*), perfusion fraction (PF), ADC , and ADC values relative to baseline and with mRECIST. Receiver operating characteristic (ROC) curve analysis was used to explore the threshold of these parameters ratios. Kaplan-Meier, log-rank tests, and the Cox hazard model were used to correlate the response variables with progression-free survival (PFS) and to assess the incidence and potential clinical risk factors for PFS. Mann-Whitney U-test was used to compare the difference in parameters between different groups with progression within and beyond median PFS prior to TACE.

RESULTS

Median PFS was 99 days, within which 16 patients progressed. The threshold of ADC ratio, D ratio, and ADC ratio were 13.1% (P = 0.001), 7.0% (P = 0.011), and 3.6% (P = 0.018) with sensitivity and specificity of 78.6% and 87.5%, 85.7% and 62.5%, 78.6% and 75%, respectively. The predictive utility of ADC ratio, D ratio, and ADC ratio for PFS were 0.848, 0.772, and 0.754, respectively. Survival analyses showed ADC ratio, D ratio, ADC ratio, liver cirrhosis, and mRECIST had a significant effect on PFS (P < 0.05). ADC ratio and D ratio were independent predictors for 99-day PFS (P = 0.025, P = 0.036). There were no significant differences in pretreatment IVIM-DWI parameters between PFS > 99-day group and PFS ≤ 99-day group with P values of 0.547 for D, 0.394 for D*, 0.575 for PF, 0.901 for ADC , and 0.506 for ADC , respectively.

CONCLUSION

The ADC ratio and D ratio 24-48 hours after TACE were independent predictors for response to TACE for HCC, and showed stronger association with PFS than mRECIST.

LEVEL OF EVIDENCE

1 Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;46:820-830.

摘要

目的

探讨经导管肝动脉化疗栓塞术(TACE)后 24-48 小时的体素内不相干运动(IVIM)参数、表观扩散系数 [ADC 和 ADC ]比值的阈值,以评估不可切除肝细胞癌(HCC)患者的早期反应,并比较扩散加权成像与体素内不相干运动(IVIM-DWI)与 mRECIST 与生存之间的相关性。

材料与方法

本前瞻性研究获得了机构审查委员会的批准和患者的知情同意。共有 30 例患者在 1.5T 磁共振成像(MRI)上进行 IVIM-DWI,共 12 个 b 值(0、10、20、30、40、50、70、100、200、300、500、800 s/mm ),在 TACE 前 1 周和 24-48 小时后进行。使用基线时和 mRECIST 的真实扩散系数(D)、假性扩散系数(D*)、灌注分数(PF)、ADC 和 ADC 值的变化来评估反应。使用受试者工作特征(ROC)曲线分析来探讨这些参数比值的阈值。采用 Kaplan-Meier、对数秩检验和 Cox 风险模型来分析反应变量与无进展生存期(PFS)的相关性,并评估 PFS 的发生率和潜在临床危险因素。Mann-Whitney U 检验用于比较 TACE 前中位 PFS 内和超出中位 PFS 进展的不同组之间参数的差异。

结果

中位 PFS 为 99 天,其中 16 例患者进展。ADC 比值、D 比值和 ADC 比值的阈值分别为 13.1%(P = 0.001)、7.0%(P = 0.011)和 3.6%(P = 0.018),其敏感性和特异性分别为 78.6%和 87.5%、85.7%和 62.5%、78.6%和 75%。ADC 比值、D 比值和 ADC 比值对 PFS 的预测效用分别为 0.848、0.772 和 0.754。生存分析表明,ADC 比值、D 比值、ADC 比值、肝硬化和 mRECIST 对 PFS 有显著影响(P < 0.05)。ADC 比值和 D 比值是 99 天 PFS 的独立预测因子(P = 0.025,P = 0.036)。在 PFS > 99 天组和 PFS ≤ 99 天组之间,预处理 IVIM-DWI 参数无显著差异,P 值分别为 0.547 用于 D、0.394 用于 D*、0.575 用于 PF、0.901 用于 ADC 和 0.506 用于 ADC 。

结论

TACE 后 24-48 小时的 ADC 比值和 D 比值是 HCC 对 TACE 反应的独立预测因子,与 mRECIST 相比,它们与 PFS 的相关性更强。

证据水平

1 技术功效:第 2 阶段 J. MAGN. RESON. IMAGING 2017;46:820-830.

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