Novel T1 Analysis Method to Address Reduced Measurement Accuracy Due to Irregular Heart Rate Variability in Myocardial T1 Mapping Using Polarity-corrected Inversion Time Preparation.

IF 2.5 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Yuta Endo, Sanae Takahashi, Haruna Shibo, Makoto Amanuma, Kuninori Kobayashi, Shigehide Kuhara
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Abstract

Purpose: Polarity-corrected inversion time preparation (PCTIP), a myocardial T1 mapping technique, is expected to reduce measurement underestimation in the modified Look-Locker inversion recover method. However, measurement precision is reduced, especially for heart rate variability. We devised an analysis using a recurrence formula to overcome this problem and showed that it improved the measurement accuracy, especially at high heart rates. Therefore, this study aimed to determine the effect of this analysis on the accuracy and precision of T1 measurements for irregular heart rate variability.

Methods: A PCTIP scan using a 3T MRI scanner was performed in phantom experiment. We generated the simulated R-waves required for electrocardiogram (ECG)-gated acquisition using a signal generator set to 30 combinations. T1 map was generated using the signal train of the PCTIP images by nonlinear curve fitting using conventional and recurrence formulas. Accuracy against reference T1 and precision of heart rate variability were evaluated. To evaluate the fitting accuracy of both analyses, the relative fitting error was calculated.

Results: For the longer T1, the fitting error was larger than the short T1, with the conventional analysis showing 10.1±2.0%. The recurrence formula analysis showed a small fitting error less than 1%, which was consistent for all heart rate variability patterns. In the conventional analysis, the accuracy, especially for longer T1, showed a large underestimation of the measurements and poor linearity. However, in the recurrence formula analysis, the accuracy improved at a long T1, and linearity also improved. The Bland-Altman plot showed that it varied greatly depending on the heart rate variability pattern for the longer T1 in the conventional analysis, whereas the recurrence formula analysis suppressed this variation.

Conclusion: T1 analysis of PCTIP using the recurrence formula analysis achieved accurate and precise T1 measurements, even for irregular heart rate variability.

一种新的T1分析方法,用于解决使用极性校正反演时间制备的心肌T1制图中不规则心率变异性导致测量精度降低的问题。
目的:极性校正反演时间制备(PCTIP)是一种心肌T1定位技术,有望减少改进的Look-Locker反演恢复方法中的测量低估。然而,测量精度降低,特别是心率变异性。我们设计了一个使用递归公式的分析来克服这个问题,并表明它提高了测量精度,特别是在高心率时。因此,本研究旨在确定该分析对不规则心率变异性T1测量的准确性和精密度的影响。方法:采用3T MRI扫描进行幻像实验。我们使用一组30种组合的信号发生器产生了心电图门控采集所需的模拟r波。利用PCTIP图像的信号序列,采用常规公式和递归公式进行非线性曲线拟合,生成T1图。对照参考T1和心率变异性的准确性进行了评估。为了评价两种分析的拟合精度,计算了相对拟合误差。结果:对于较长的T1,拟合误差大于较短的T1,常规分析误差为10.1±2.0%。递归公式分析显示,拟合误差小于1%,这与所有心率变异性模式一致。在传统的分析中,精度,特别是对于较长的T1,显示出测量值的严重低估和较差的线性。然而,在递归式分析中,在较长的T1下精度有所提高,线性度也有所提高。Bland-Altman图显示,在常规分析中,随着T1的延长,心率变异性模式的变化很大,而递归公式分析则抑制了这种变化。结论:使用递推公式分析PCTIP的T1分析可以获得准确和精确的T1测量,即使对于不规则心率变异性也是如此。
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来源期刊
Magnetic Resonance in Medical Sciences
Magnetic Resonance in Medical Sciences RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
5.80
自引率
20.00%
发文量
71
审稿时长
>12 weeks
期刊介绍: Magnetic Resonance in Medical Sciences (MRMS or Magn Reson Med Sci) is an international journal pursuing the publication of original articles contributing to the progress of magnetic resonance in the field of biomedical sciences including technical developments and clinical applications. MRMS is an official journal of the Japanese Society for Magnetic Resonance in Medicine (JSMRM).
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