论文标题

人类中的多参数心脏18F-FDG PET:动力学模型选择和可识别性分析

Multiparametric Cardiac 18F-FDG PET in Humans: Kinetic Model Selection and Identifiability Analysis

论文作者

Zuo, Yang, Badawi, Ramsey D., Foster, Cameron C., Smith, Thomas, Lopez, Javier E., Wang, Guobao

论文摘要

心脏18F-FDG PET已在诊所中用于评估心肌葡萄糖代谢。然而,它的成像心肌葡萄糖转运的能力很少在诊所中得到利用。使用十种冠状动脉疾病患者的动态FDG-PET扫描,我们在本文中调查了适当的动态扫描和动力学建模方案,以有效地定量心肌葡萄糖转运。通过使用统计拟合质量,评估对动力学定量的影响并分析实践可识别性,评估了三个动力学模型和扫描持续时间的效果。结果表明,动力学模型选择取决于扫描持续时间。一小时的动态扫描需要可逆的两组模型。不可逆转的两组模型在扫描持续时间约为10-15分钟内是最佳的。如果将扫描持续时间缩短到2-3分钟,则最合适的单校模型。为了全球对心肌葡萄糖转运的量化,我们证明了持续时间为10-15分钟的早期动态扫描,而不可逆转的动力学建模可与完整的一小时扫描和可逆的动力学建模相媲美。心肌葡萄糖转运定量在现有的葡萄糖代谢评估之上提供了一个额外的生理参数,并有可能在心肌中实现单个示踪剂多参数成像。

Cardiac 18F-FDG PET has been used in clinics to assess myocardial glucose metabolism. Its ability for imaging myocardial glucose transport, however, has rarely been exploited in clinics. Using the dynamic FDG-PET scans of ten patients with coronary artery disease, we investigate in this paper appropriate dynamic scan and kinetic modeling protocols for efficient quantification of myocardial glucose transport. Three kinetic models and the effect of scan duration were evaluated by using statistical fit quality, assessing the impact on kinetic quantification, and analyzing the practical identifiability. The results show that the kinetic model selection depends on the scan duration. The reversible two-tissue model was needed for a one-hour dynamic scan. The irreversible two-tissue model was optimal for a scan duration of around 10-15 minutes. If the scan duration was shortened to 2-3 minutes, a one-tissue model was the most appropriate. For global quantification of myocardial glucose transport, we demonstrated that an early dynamic scan with a duration of 10-15 minutes and irreversible kinetic modeling was comparable to the full one-hour scan with reversible kinetic modeling. Myocardial glucose transport quantification provides an additional physiological parameter on top of the existing assessment of glucose metabolism and has the potential to enable single tracer multiparametric imaging in the myocardium.

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