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基于参考区域的药代动力学模型在定量动态对比增强 MRI 中的应用,可在大鼠肝肿瘤模型中实现稳健的治疗监测,尽管存在心血管变化。

Reference region-based pharmacokinetic modeling in quantitative dynamic contract-enhanced MRI allows robust treatment monitoring in a rat liver tumor model despite cardiovascular changes.

机构信息

Department of Radiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.

出版信息

Magn Reson Med. 2011 Jan;65(1):229-38. doi: 10.1002/mrm.22589.

Abstract

In this work, two pharmacokinetic modeling techniques, population arterial input function model, and reference region model, were applied to dynamic contract-enhanced MRI data, to test the influence of a change in heart rate on modeling parameters. A rat population arterial input function was generated by dynamic contrast-enhanced computed tomography measurements using the MR contrast agent gadolinium diethylenetriamine penta-acetic acid. Then, dynamic contract-enhanced MRI was used for treatment monitoring in two groups of hepatocellular carcinoma bearing rats. Whereas group 1 had the same heart rate as animals analyzed for the population arterial input function (263 ± 20 bpm), group 2 had a higher heart rate (369 ± 11 bpm) due to a different anesthesia protocol. The pharmacokinetic modeling parameters volume transfer constant K(trans) and relative extravascular extracellular space v(e) were calculated with both models and statistically compared. For group 1, good correlation and agreement was found between the models showing no difference in K(trans) and v(e) (ΔK(trans): 4 ± 19% and Δv(e): 4 ± 12%, P = 0.2). In contrast, for group 2, a bias in parameter values for the population arterial input function model was detected (ΔK(trans): -45 ± 7% and Δv(e): -31 ± 7%, P ≤ 0.001). The presented work underlines the value of the reference region model in longitudinal treatment monitoring and provides a straightforward approach for the generation of a rat population arterial input function.

摘要

在这项工作中,我们应用了两种药代动力学建模技术,即群体动脉输入函数模型和参考区域模型,对动态对比增强 MRI 数据进行了建模,以测试心率变化对建模参数的影响。使用 MR 对比剂钆二乙烯五胺五乙酸(gadolinium diethylenetriamine penta-acetic acid)通过动态对比增强计算机断层扫描测量生成了大鼠群体动脉输入函数。然后,在两组肝癌荷瘤大鼠中使用动态对比增强 MRI 进行治疗监测。第 1 组的心率与用于群体动脉输入函数分析的动物相同(263 ± 20 bpm),而第 2 组由于麻醉方案不同,心率更高(369 ± 11 bpm)。使用两种模型计算了容积转移常数 K(trans)和相对血管外细胞外空间 v(e)等药代动力学建模参数,并进行了统计学比较。对于第 1 组,两种模型之间存在良好的相关性和一致性,表明 K(trans)和 v(e)没有差异(ΔK(trans):4 ± 19%和Δv(e):4 ± 12%,P = 0.2)。相比之下,对于第 2 组,检测到群体动脉输入函数模型的参数值存在偏差(ΔK(trans):-45 ± 7%和Δv(e):-31 ± 7%,P ≤ 0.001)。本研究工作强调了参考区域模型在纵向治疗监测中的价值,并提供了一种生成大鼠群体动脉输入函数的简单方法。

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