Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands.
Phys Med Biol. 2011 Sep 7;56(17):5665-78. doi: 10.1088/0031-9155/56/17/013. Epub 2011 Aug 10.
Dynamic contrast-enhanced magnetic resonance imaging is increasingly applied for tumour diagnosis and early evaluation of therapeutic responses over time. However, the reliability of pharmacokinetic parameters derived from DCE-MRI is highly dependent on the experimental settings. In this study, the effect of sampling frequency (f(s)) and duration on the precision of pharmacokinetic parameters was evaluated based on system identification theory and computer simulations. Both theoretical analysis and simulations showed that a higher value of the pharmacokinetic parameter K(trans) required an increasing sampling frequency. For instance, for similar results, a relatively low f(s) of 0.2 Hz was sufficient for a low K(trans) of 0.1 min⁻¹, compared to a high f(s) of 3 Hz for a high K(trans) of 0.5 min⁻¹. For the parameter v(e), a decreasing value required a higher sampling frequency. A sampling frequency below 0.1 Hz systematically resulted in imprecise estimates for all parameters. For the K(trans) and v(e) parameters, the sampling duration should be above 2 min, but durations of more than 7 min do not further improve parameter estimates.
动态对比增强磁共振成像越来越多地应用于肿瘤的诊断和治疗反应的早期评估。然而,从 DCE-MRI 中得出的药代动力学参数的可靠性高度依赖于实验设置。在这项研究中,基于系统辨识理论和计算机模拟,评估了采样频率(f(s))和持续时间对药代动力学参数精度的影响。理论分析和模拟均表明,药代动力学参数 K(trans)的值越高,就需要更高的采样频率。例如,对于类似的结果,与高 K(trans)(0.5 min⁻¹)需要高采样频率(3 Hz)相比,低 K(trans)(0.1 min⁻¹)时只需相对较低的采样频率(0.2 Hz)即可获得。对于参数 v(e),值越小需要的采样频率越高。采样频率低于 0.1 Hz 会导致所有参数的估计值都不准确。对于 K(trans)和 v(e)参数,采样持续时间应超过 2 分钟,但持续时间超过 7 分钟不会进一步改善参数估计。