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通过查表快速计算单 PET 扫描静息-应激心肌血流参数图像。

Rapid computation of single PET scan rest-stress myocardial blood flow parametric images by table look up.

机构信息

Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114-1107, USA.

Cardiac Arrhythmia Service, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, USA.

出版信息

Med Phys. 2017 Sep;44(9):4643-4651. doi: 10.1002/mp.12398. Epub 2017 Jul 18.

Abstract

PURPOSE

We have recently reported a method for measuring rest-stress myocardial blood flow (MBF) using a single, relatively short, PET scan session. The method requires two IV tracer injections, one to initiate rest imaging and one at peak stress. We previously validated absolute flow quantitation in ml/min/cc for standard bull's eye, segmental analysis. In this work, we extend the method for fast computation of rest-stress MBF parametric images.

METHODS

We provide an analytic solution to the single-scan rest-stress flow model which is then solved using a two-dimensional table lookup method (LM). Simulations were performed to compare the accuracy and precision of the lookup method with the original nonlinear method (NLM). Then the method was applied to 16 single scan rest/stress measurements made in 12 pigs: seven studied after infarction of the left anterior descending artery (LAD) territory, and nine imaged in the native state. Parametric maps of rest and stress MBF as well as maps of left (f ) and right (f ) ventricular spill-over fractions were generated. Regions of interest (ROIs) for 17 myocardial segments were defined in bull's eye fashion on the parametric maps. The mean of each ROI was then compared to the rest (K ) and stress (K ) MBF estimates obtained from fitting the 17 regional TACs with the NLM.

RESULTS

In simulation, the LM performed as well as the NLM in terms of precision and accuracy. The simulation did not show that bias was introduced by the use of a predefined two-dimensional lookup table. In experimental data, parametric maps demonstrated good statistical quality and the LM was computationally much more efficient than the original NLM. Very good agreement was obtained between the mean MBF calculated on the parametric maps for each of the 17 ROIs and the regional MBF values estimated by the NLM (K  = 1.019 × K  + 0.019, R  = 0.986; mean difference = 0.034 ± 0.036 mL/min/cc).

CONCLUSIONS

We developed a table lookup method for fast computation of parametric imaging of rest and stress MBF. Our results show the feasibility of obtaining good quality MBF maps using modest computational resources, thus demonstrating that the method can be applied in a clinical environment to obtain full quantitative MBF information.

摘要

目的

我们最近报道了一种使用单次相对较短的 PET 扫描来测量静息-应激心肌血流(MBF)的方法。该方法需要两次静脉注射示踪剂,一次用于开始静息成像,一次用于峰值应激。我们之前已经验证了标准牛眼、节段性分析的绝对流量定量为每分钟每立方毫升。在这项工作中,我们扩展了该方法,以便快速计算静息-应激 MBF 参数图像。

方法

我们提供了单次扫描静息-应激血流模型的解析解,然后使用二维表查找方法(LM)求解。进行了模拟以比较查找方法与原始非线性方法(NLM)的准确性和精度。然后,该方法应用于 16 个在 12 头猪中进行的单次扫描静息/应激测量:七头猪在左前降支(LAD)区域梗塞后进行研究,九头猪在原生状态下进行成像。生成了静息和应激 MBF 的参数图以及左(f)和右(f)心室溢出分数的地图。在参数图上以牛眼方式定义了 17 个心肌节段的感兴趣区域(ROI)。然后将每个 ROI 的平均值与使用 NLM 拟合 17 个区域 TAC 获得的静息(K)和应激(K)MBF 估计值进行比较。

结果

在模拟中,LM 在精度和准确性方面与 NLM 一样出色。模拟并未表明使用预定义的二维查找表会引入偏差。在实验数据中,参数图显示出良好的统计质量,并且 LM 比原始 NLM 计算效率高得多。通过 NLM 估计的 17 个 ROI 中每个 ROI 的平均 MBF 与参数图上计算的平均 MBF 之间非常吻合(K=1.019×K+0.019,R=0.986;平均差异=0.034±0.036mL/min/cc)。

结论

我们开发了一种快速计算静息和应激 MBF 参数成像的表查找方法。我们的结果表明,使用适度的计算资源获得高质量 MBF 图是可行的,这表明该方法可以应用于临床环境以获得完整的定量 MBF 信息。

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本文引用的文献

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Single-scan rest/stress imaging: validation in a porcine model with F-Flurpiridaz.单扫描静息/负荷成像:氟[18F]氟吡拉赞猪模型验证。
Eur J Nucl Med Mol Imaging. 2017 Aug;44(9):1538-1546. doi: 10.1007/s00259-017-3684-6. Epub 2017 Apr 1.
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Quantitative myocardial blood flow imaging: not all flow is equal.定量心肌血流成像:并非所有血流都相同。
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