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辅助测量还是更多平均值?如何通过动脉自旋标记在5分钟内最可靠地量化脑血流量。

Supporting measurements or more averages? How to quantify cerebral blood flow most reliably in 5 minutes by arterial spin labeling.

作者信息

Bladt Piet, van Osch Matthias J P, Clement Patricia, Achten Eric, Sijbers Jan, den Dekker Arnold J

机构信息

imec - Vision Lab, Department of Physics, University of Antwerp, Antwerp, Belgium.

Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.

出版信息

Magn Reson Med. 2020 Nov;84(5):2523-2536. doi: 10.1002/mrm.28314. Epub 2020 May 19.

Abstract

PURPOSE

To determine whether sacrificing part of the scan time of pseudo-continuous arterial spin labeling (PCASL) for measurement of the labeling efficiency and blood is beneficial in terms of CBF quantification reliability.

METHODS

In a simulation framework, 5-minute scan protocols with different scan time divisions between PCASL data acquisition and supporting measurements were evaluated in terms of CBF estimation variability across both noise and ground truth parameter realizations taken from the general population distribution. The entire simulation experiment was repeated for a single-post-labeling delay (PLD), multi-PLD, and free-lunch time-encoded (te-FL) PCASL acquisition strategy. Furthermore, a real data study was designed for preliminary validation.

RESULTS

For the considered population statistics, measuring the labeling efficiency and the blood proved beneficial in terms of CBF estimation variability for any distribution of the 5-minute scan time compared to only acquiring ASL data. Compared to single-PLD PCASL without support measurements as recommended in the consensus statement, a 26%, 33%, and 42% reduction in relative CBF estimation variability was found for optimal combinations of supporting measurements with single-PLD, free-lunch, and multi-PLD PCASL data acquisition, respectively. The benefit of taking the individual variation of blood into account was also demonstrated in the real data experiment.

CONCLUSIONS

Spending time to measure the labeling efficiency and the blood instead of acquiring more averages of the PCASL data proves to be advisable for robust CBF quantification in the general population.

摘要

目的

确定为测量标记效率和血容量而牺牲部分伪连续动脉自旋标记(PCASL)扫描时间,在脑血流量(CBF)定量可靠性方面是否有益。

方法

在一个模拟框架中,针对从一般人群分布中获取的噪声和真实参数实现情况,评估了在PCASL数据采集和辅助测量之间具有不同扫描时间划分的5分钟扫描方案的CBF估计变异性。针对单标记后延迟(PLD)、多PLD和自由午餐时间编码(te-FL)PCASL采集策略,重复了整个模拟实验。此外,设计了一项真实数据研究进行初步验证。

结果

对于所考虑的总体统计数据,与仅采集动脉自旋标记(ASL)数据相比,在5分钟扫描时间的任何分布情况下,测量标记效率和血容量在CBF估计变异性方面被证明是有益的。与共识声明中推荐的无辅助测量的单PLD PCASL相比,对于单PLD、自由午餐和多PLD PCASL数据采集的最佳辅助测量组合,相对CBF估计变异性分别降低了26%、33%和42%。在真实数据实验中也证明了考虑血容量个体差异的益处。

结论

对于一般人群中可靠的CBF定量,花时间测量标记效率和血容量而不是获取更多PCASL数据平均值被证明是可取的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c26d/7402018/63593a67ae6f/MRM-84-2523-g001.jpg

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