Dasari Paul K R, Könik Arda, Pretorius P Hendrik, Johnson Karen L, Segars William P, Shazeeb Mohammed S, King Michael A
Department of Radiology, Division of Nuclear Medicine, University of Maryland School of Medicine, Baltimore, MD, 21201, USA.
Department of Radiology, Division of Nuclear Medicine, University of Massachusetts Medical School, Worcester, MA, 01655, USA.
Med Phys. 2017 Feb;44(2):437-450. doi: 10.1002/mp.12072.
Amplitude-based respiratory gating is known to capture the extent of respiratory motion (RM) accurately but results in residual motion in the presence of respiratory hysteresis. In our previous study, we proposed and developed a novel approach to account for respiratory hysteresis by applying the Bouc-Wen (BW) model of hysteresis to external surrogate signals of anterior/posterior motion of the abdomen and chest with respiration. In this work, using simulated and clinical SPECT myocardial perfusion imaging (MPI) studies, we investigate the effects of respiratory hysteresis and evaluate the benefit of correcting it using the proposed BW model in comparison with the abdomen signal typically employed clinically.
The MRI navigator data acquired in free-breathing human volunteers were used in the specially modified 4D NCAT phantoms to allow simulating three types of respiratory patterns: monotonic, mild hysteresis, and strong hysteresis with normal myocardial uptake, and perfusion defects in the anterior, lateral, inferior, and septal locations of the mid-ventricular wall. Clinical scans were performed using a Tc-99m sestamibi MPI protocol while recording respiratory signals from thoracic and abdomen regions using a visual tracking system (VTS). The performance of the correction using the respiratory signals was assessed through polar map analysis in phantom and 10 clinical studies selected on the basis of having substantial RM.
In phantom studies, simulations illustrating normal myocardial uptake showed significant differences (P < 0.001) in the uniformity of the polar maps between the RM uncorrected and corrected. No significant differences were seen in the polar map uniformity across the RM corrections. Studies simulating perfusion defects showed significantly decreased errors (P < 0.001) in defect severity and extent for the RM corrected compared to the uncorrected. Only for the strong hysteretic pattern, there was a significant difference (P < 0.001) among the RM corrections. The errors in defect severity and extent for the RM correction using abdomen signal were significantly higher compared to that of the BW (severity = -4.0%, P < 0.001; extent = -65.4%, P < 0.01) and chest (severity = -4.1%, P < 0.001; extent = -52.5%, P < 0.01) signals. In clinical studies, the quantitative analysis of the polar maps demonstrated qualitative and quantitative but not statistically significant differences (P = 0.73) between the correction methods that used the BW signal and the abdominal signal.
This study shows that hysteresis in respiration affects the extent of residual motion left in the RM-binned data, which can impact wall uniformity and the visualization of defects. Thus, there appears to be the potential for improved accuracy in reconstruction in the presence of hysteretic RM with the BW model method providing a possible step in the direction of improvement.
基于幅度的呼吸门控已知能准确捕捉呼吸运动(RM)的程度,但在存在呼吸滞后现象时会导致残余运动。在我们之前的研究中,我们提出并开发了一种新方法,通过将滞后现象的布赫 - 温(BW)模型应用于腹部和胸部随呼吸的前后运动的外部替代信号来考虑呼吸滞后现象。在这项工作中,我们使用模拟和临床单光子发射计算机断层扫描心肌灌注成像(MPI)研究,研究呼吸滞后现象的影响,并评估与临床通常使用的腹部信号相比,使用所提出的BW模型校正呼吸滞后现象的益处。
在自由呼吸的人类志愿者中获取的MRI导航数据被用于经过特殊修改的4D NCAT体模中,以模拟三种呼吸模式:单调模式、轻度滞后模式和具有正常心肌摄取以及心室壁中部前壁、侧壁、下壁和间隔部位灌注缺损的强滞后模式。临床扫描采用Tc - 99m司他米比MPI协议进行,同时使用视觉跟踪系统(VTS)记录胸部和腹部区域的呼吸信号。通过在体模中的极坐标图分析以及在基于具有大量RM而选择的10项临床研究中评估使用呼吸信号进行校正的性能。
在体模研究中,说明正常心肌摄取的模拟显示,RM未校正和校正后的极坐标图均匀性存在显著差异(P < 0.001)。在所有RM校正中,极坐标图均匀性没有显著差异。模拟灌注缺损的研究显示,与未校正相比,RM校正后的缺损严重程度和范围的误差显著降低(P < 0.001)。仅对于强滞后模式,RM校正之间存在显著差异(P < 0.001)。与BW(严重程度 = -4.0%,P < 0.001;范围 = -65.4%,P < 0.01)和胸部(严重程度 = -4.1%,P < 0.001;范围 = -52.5%,P < 0.01)信号相比,使用腹部信号进行RM校正的缺损严重程度和范围的误差显著更高。在临床研究中,极坐标图的定量分析表明,使用BW信号和腹部信号的校正方法之间存在定性和定量但无统计学显著差异(P = 0.73)。
本研究表明,呼吸滞后现象会影响RM分箱数据中剩余的残余运动程度,这可能会影响壁的均匀性和缺损的可视化。因此,在存在滞后性RM的情况下,使用BW模型方法进行重建似乎有可能提高准确性,这为改进方向迈出了可能的一步。