Department of Radiation Oncology, Stanford University School of Medicine, 875 Blake Wilbur Dr., Stanford, CA 94305-5847, USA.
Acad Radiol. 2012 Dec;19(12):1554-65. doi: 10.1016/j.acra.2012.07.006. Epub 2012 Sep 10.
A novel ventilation imaging method based on four-dimensional (4D) computed tomography (CT) has been applied to the field of radiation oncology. Understanding its reproducibility is a prerequisite for clinical applications. The purpose of this study was to quantify the reproducibility of 4D CT ventilation imaging over different days and the same session.
Two ventilation images were created from repeat 4D CT scans acquired over the average time frames of 15 days for 6 lung cancer patients and 5 minutes for another 6 patients. The reproducibility was quantified using the voxel-based Spearman rank correlation coefficients for all lung voxels and Dice similarity coefficients (DSC) for the spatial overlap of segmented high-, moderate-, and low-functional lung volumes. Furthermore, the relationship between the variation in abdominal motion range as a measure of the depth of breathing and variation in ventilation was evaluated using linear regression.
The voxel-based correlation between the two ventilation images was moderate on average (0.50 ± 0.15). The DSCs were also moderate for the high- (0.60 ± 0.08), moderate- (0.46 ± 0.06), and low-functional lung (0.58 ± 0.09). No patients demonstrated strong correlations. The relationship between the motion range variation and ventilation variation was found to be moderate and significant.
We investigated the reproducibility of 4D CT ventilation imaging over the time frames of 15 days and 5 minutes and found that it was only moderately reproducible. Respiratory variation during 4D CT scans was found to deteriorate the reproducibility. Improvement of 4D CT imaging is necessary to increase the reproducibility of 4D CT ventilation imaging.
一种基于四维(4D)计算机断层扫描(CT)的新型通气成像方法已经应用于放射肿瘤学领域。了解其可重复性是临床应用的前提。本研究的目的是量化 4D CT 通气成像在不同天数和同一时间段内的可重复性。
对 6 例肺癌患者的重复 4D CT 扫描在平均 15 天的时间框架内进行采集,对另 6 例患者的重复 4D CT 扫描在 5 分钟的时间框架内进行采集,分别生成两次通气图像。使用基于体素的 Spearman 秩相关系数对所有肺体素和 Dice 相似系数(DSC)对分割的高、中、低功能肺体积的空间重叠进行量化。此外,还通过线性回归评估了作为呼吸深度指标的腹部运动范围变化与通气变化之间的关系。
两次通气图像之间的基于体素的相关性平均为中度(0.50±0.15)。高功能肺(0.60±0.08)、中功能肺(0.46±0.06)和低功能肺(0.58±0.09)的 DSCs 也为中度。没有患者表现出强烈的相关性。运动范围变化与通气变化之间的关系被发现是中度和显著的。
我们研究了 15 天和 5 分钟时间框架内 4D CT 通气成像的可重复性,发现其可重复性仅为中度。4D CT 扫描期间的呼吸变化被发现会降低可重复性。需要改进 4D CT 成像以提高 4D CT 通气成像的可重复性。