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体素内不相干运动扩散磁共振成像用于分离灌注和扩散成分的阈值b值选择及其对肝纤维化诊断性能的依赖性

Dependence of intravoxel incoherent motion diffusion MR threshold b-value selection for separating perfusion and diffusion compartments and liver fibrosis diagnostic performance.

作者信息

Wáng Yì Xiáng J, Li Yáo T, Chevallier Olivier, Huang Hua, Leung Jason Chi Shun, Chen Weitian, Lu Pu-Xuan

机构信息

1 Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, New Territories, Hong Kong SAR.

2 Department of Vascular and Interventional Radiology, University of Bourgogne/Franche-Comté, François-Mitterrand Teaching Hospital, Dijon Cedex, France.

出版信息

Acta Radiol. 2019 Jan;60(1):3-12. doi: 10.1177/0284185118774913. Epub 2018 May 9.

Abstract

BACKGROUND

Intravoxel incoherent motion (IVIM) tissue parameters depend on the threshold b-value.

PURPOSE

To explore how threshold b-value impacts PF ( f), D ( D), and D ( D*) values and their performance for liver fibrosis detection.

MATERIAL AND METHODS

Fifteen healthy volunteers and 33 hepatitis B patients were included. With a 1.5-T magnetic resonance (MR) scanner and respiration gating, IVIM data were acquired with ten b-values of 10, 20, 40, 60, 80, 100, 150, 200, 400, and 800 s/mm. Signal measurement was performed on the right liver. Segmented-unconstrained analysis was used to compute IVIM parameters and six threshold b-values in the range of 40-200 s/mm were compared. PF, D, and D values were placed along the x-axis, y-axis, and z-axis, and a plane was defined to separate volunteers from patients.

RESULTS

Higher threshold b-values were associated with higher PF measurement; while lower threshold b-values led to higher D and D measurements. The dependence of PF, D, and D on threshold b-value differed between healthy livers and fibrotic livers; with the healthy livers showing a higher dependence. Threshold b-value = 60 s/mm showed the largest mean distance between healthy liver datapoints vs. fibrotic liver datapoints, and a classification and regression tree showed that a combination of PF (PF < 9.5%), D (D < 1.239 × 10 mm/s), and D (D < 20.85 × 10 mm/s) differentiated healthy individuals and all individual fibrotic livers with an area under the curve of logistic regression (AUC) of 1.

CONCLUSION

For segmented-unconstrained analysis, the selection of threshold b-value = 60 s/mm improves IVIM differentiation between healthy livers and fibrotic livers.

摘要

背景

体素内不相干运动(IVIM)组织参数取决于阈值b值。

目的

探讨阈值b值如何影响PF(f)、D(D)和D*(D*)值及其在肝纤维化检测中的性能。

材料与方法

纳入15名健康志愿者和33名乙型肝炎患者。使用1.5-T磁共振(MR)扫描仪并采用呼吸门控技术,采集10个b值(分别为10、20、40、60、80、100、150、200、400和800 s/mm²)下的IVIM数据。在肝脏右侧进行信号测量。采用分段无约束分析计算IVIM参数,并比较40 - 200 s/mm²范围内的6个阈值b值。将PF、D和D*值分别置于x轴、y轴和z轴上,并定义一个平面以区分志愿者和患者。

结果

较高的阈值b值与较高的PF测量值相关;而较低的阈值b值导致较高的D和D测量值。PF、D和D对阈值b值的依赖性在健康肝脏和纤维化肝脏之间存在差异;健康肝脏的依赖性更高。阈值b值 = 60 s/mm²时,健康肝脏数据点与纤维化肝脏数据点之间的平均距离最大,分类回归树显示,PF(PF < 9.5%)、D(D < 1.239×10⁻³ mm²/s)和D*(D* < 20.85×10⁻³ mm²/s)的组合能够区分健康个体和所有纤维化肝脏个体,逻辑回归曲线下面积(AUC)为1。

结论

对于分段无约束分析,选择阈值b值 = 60 s/mm²可改善IVIM对健康肝脏和纤维化肝脏的区分能力。

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