Department of Physics and Astronomy, University of Victoria, Victoria, BC, V8P 5C2, Canada.
Department of Oncology, University of Oxford, Oxford, OX3 7DQ, UK.
Med Phys. 2019 May;46(5):2015-2024. doi: 10.1002/mp.13525. Epub 2019 Apr 14.
The goal of this work was to develop and test a cylindrical tissue-equivalent quality assurance (QA) phantom for micro computed tomography (microCT) image-guided small animal irradiators that overcomes deficiencies of existing phantoms due to its mouse-like dimensions and composition.
The 8.6-cm-long and 2.4-cm-diameter phantom was three-dimensionally (3D) printed out of Somos NeXt plastic on a stereolithography (SLA) printer. The modular phantom consisted of four sections: (a) CT number evaluation section, (b) spatial resolution with slanted edge (for the assessment of longitudinal resolution) and targeting section, (c) spatial resolution with hole pattern (for the assessment of radial direction) section, and (d) uniformity and geometry section. A Python-based graphical user interface (GUI) was developed for automated analysis of microCT images and evaluated CT number consistency, longitudinal and radial modulation transfer function (MTF), image uniformity, noise, and geometric accuracy. The phantom was placed at the imaging isocenter and scanned with the small animal radiation research platform (SARRP) in the pancake geometry (long axis of the phantom perpendicular to the axis of rotation) with a variety of imaging protocols. Tube voltage was set to 60 and 70 kV, tube current was set to 0.5 and 1.2 mA, voxel size was set to 200 and 275 μm, imaging times of 1, 2, and 4 min were used, and frame rates of 6 and 12 frames per second (fps) were used. The phantom was also scanned in the standard (long axis of the phantom parallel to the axis of rotation) orientation. The quality of microCT images was analyzed and compared to recommendations presented in our previous work that was derived from a multi-institutional study. Additionally, a targeting accuracy test with a film placed in the phantom was performed. MicroCT imaging of the phantom was also simulated in a modified version of the EGSnrc/DOSXYZnrc code. Images of the resolution section with the hole pattern were acquired experimentally as well as simulated in both the pancake and the standard imaging geometries. The radial spatial resolution of the experimental and simulated images was evaluated and compared to experimental data.
For the centered phantom images acquired in the pancake geometry, all imaging protocols passed the spatial resolution criterion in the radial direction (>1.5 lp/mm @ 0.2 MTF), the geometric accuracy criterion (<200 μm), and the noise criterion (<55 HU). Only the imaging protocol with 200-μm voxel size passed the criterion for spatial resolution in the longitudinal direction (>1.5 lp/mm @ 0.2 MTF). The 70-kV tube voltage dataset failed the bone CT number consistency test (<55 HU). Due to cupping artifacts, none of the imaging protocols passed the uniformity test of <55 HU. When the phantom was scanned in the standard imaging geometry, image uniformity and longitudinal MTF were satisfactory; however, the CT number consistency failed the recommended limit. A targeting accuracy of 282 and 251 μm along the x- and z-direction was observed. Monte Carlo simulations confirmed that the radial spatial resolution for images acquired in the pancake geometry was higher than the one acquired in the standard geometry.
The new 3D-printed phantom presents a useful tool for microCT image analysis as it closely mimics a mouse. In order to image mouse-sized animals with acceptable image quality, the standard protocol with a 200-μm voxel size should be chosen and cupping artifacts need to be resolved.
本研究旨在开发和测试一种用于微计算机断层扫描(microCT)图像引导小动物辐照器的圆柱形组织等效质量保证(QA)体模,以克服现有体模由于其类似老鼠的尺寸和组成而存在的缺陷。
8.6 厘米长、2.4 厘米直径的体模采用立体光刻(SLA)打印机上的 Somos NeXt 塑料进行三维(3D)打印。模块化体模由四个部分组成:(a)CT 数评估部分,(b)带有倾斜边缘的空间分辨率(用于评估纵向分辨率)和靶向部分,(c)带有孔图案的空间分辨率(用于评估径向方向)部分,以及(d)均匀性和几何形状部分。开发了一个基于 Python 的图形用户界面(GUI),用于自动分析 microCT 图像,并评估 CT 数一致性、纵向和径向调制传递函数(MTF)、图像均匀性、噪声和几何精度。将体模放置在成像等中心,并在小动物辐射研究平台(SARRP)中以各种成像方案进行扫描,采用的是平面几何形状(体模的长轴垂直于旋转轴)。管电压设置为 60 和 70kV,管电流设置为 0.5 和 1.2mA,体素大小设置为 200 和 275μm,使用 1、2 和 4 分钟的成像时间,以及 6 和 12 帧/秒(fps)的帧率。体模也在标准(体模的长轴与旋转轴平行)方向进行了扫描。分析微 CT 图像的质量,并与我们之前的多机构研究中提出的建议进行比较。此外,还进行了在体模中放置胶片的靶向精度测试。还在修改后的 EGSnrc/DOSXYZnrc 代码中模拟了体模的微 CT 成像。实验获得了带有孔图案的分辨率部分的图像,并在平面几何形状和标准成像几何形状中进行了模拟。评估并比较了实验和模拟图像的径向空间分辨率。
在平面几何形状中采集的中心体模图像中,所有成像方案都通过了径向空间分辨率标准(>1.5lp/mm@0.2MTF)、几何精度标准(<200μm)和噪声标准(<55HU)。只有 200-μm 体素大小的成像方案通过了纵向空间分辨率标准(>1.5lp/mm@0.2MTF)。70kV 管电压数据集未通过骨 CT 数一致性测试(<55HU)。由于杯形伪影,没有任何成像方案通过<55HU 的均匀性测试。当体模在标准成像几何形状中进行扫描时,图像均匀性和纵向 MTF 令人满意;然而,CT 数一致性未达到推荐的限制。观察到 x 和 z 方向上的靶向精度分别为 282 和 251μm。蒙特卡罗模拟证实,在平面几何形状中采集的图像的径向空间分辨率高于在标准几何形状中采集的图像。
新的 3D 打印体模为微 CT 图像分析提供了一个有用的工具,因为它非常类似于老鼠。为了用可接受的图像质量成像鼠大小的动物,应选择标准方案,体素大小为 200μm,并解决杯形伪影问题。