Graduate Institute of Medical Physics and Imaging Science, Chang Gung University, Taoyuan, Taiwan.
NMR Biomed. 2010 May;23(4):375-81. doi: 10.1002/nbm.1473. Epub 2009 Dec 11.
In dynamic contrast-enhanced MR imaging (DCE-MRI), sampling of the arterial input function (AIF) is required for analysis using the general kinetic model (GKM). Alternatively, the recently proposed reference region model (RRM) may be employed to avoid the need of acquiring the AIF. This study aimed to evaluate the influence of the AIF onset-time shift and the injection duration, under various sampling intervals, on physiological parameter estimation in DCE-MRI using the GKM, and to compare the performance between GKM and RRM. Computer simulations were performed to assess the mean error (ME) and coefficient of variation (CoV) of K(trans,TOI) and v(e,TOI) from shifted and dispersed AIF with temporal resolution of 1, 5 and 10 s. With 5-s sampling, the maximal ME of K(trans,TOI) was roughly 22% for the GKM and 0.5% for the RRM. With 10-s sampling, they increased to around 28% and 0.7%, respectively. The maximal MEs of v(e,TOI) for all cases were under 5%. However, owing to the lower SNR in the reference region, the CoV obtained by the RRM were all higher than those by the GKM. The results suggested that with compromised temporal resolution, the RRM was relatively less sensitive to the AIF onset-time shift and the injection duration compared with the GKM.
在动态对比增强磁共振成像(DCE-MRI)中,需要对动脉输入函数(AIF)进行采样,以便使用通用动力学模型(GKM)进行分析。或者,可以采用最近提出的参考区域模型(RRM)来避免采集 AIF 的需要。本研究旨在评估在不同采样间隔下,AIF 起始时间偏移和注射持续时间对 GKM 中 DCE-MRI 生理参数估计的影响,并比较 GKM 和 RRM 的性能。通过计算机模拟,评估了在时间分辨率为 1、5 和 10 s 的情况下,移位和弥散 AIF 的 K(trans,TOI)和 v(e,TOI)的平均误差(ME)和变异系数(CoV)。在 5 s 采样时,GKM 的 K(trans,TOI)最大 ME 约为 22%,RRM 为 0.5%。在 10 s 采样时,它们分别增加到约 28%和 0.7%。所有情况下 v(e,TOI)的最大 ME 均低于 5%。然而,由于参考区域的 SNR 较低,RRM 获得的 CoV 均高于 GKM。结果表明,在时间分辨率降低的情况下,与 GKM 相比,RRM 对 AIF 起始时间偏移和注射持续时间的敏感性相对较低。