Wang Hui, Nie Ke, Chang Jacqueline, Kuang Yu
Medical Physics Program, University of Nevada, Las Vegas, NV, 89154, USA.
Department of Radiation Oncology, Rutgers-Cancer Institute of New Jersey, Rutgers-Robert Wood Johnson Medical School, Rutgers-The State University of New Jersey, New Brunswick, NJ, 08901, USA.
Med Phys. 2020 Oct;47(10):5112-5122. doi: 10.1002/mp.14398. Epub 2020 Aug 7.
The on-board flat-panel cone-beam computed tomography (CBCT) lacks molecular/functional information for current online image-guided radiation therapy (IGRT). It might not be adequate for adaptive radiation therapy (ART), particularly for biologically guided tumor delineation and targeting which might be shifted and/or distorted during the course of RT. A linear accelerator (Linac) gantry-mounted on-board imager (OBI) was proposed using a single photon counting detector (PCD) panel to achieve single photon emission computed tomography (SPECT), energy-resolved spectral CT, and conventional CBCT triple on-board imaging, which might facilitate online ART with an addition of volumetric molecular/functional imaging information.
The system was designed and evaluated in the GATE Monte Carlo platform. The OBI system including a kV-beam source and a pixelated cadmium zinc telluride (CZT) detector panel mounted on a medical Linac orthogonally to the MV beam direction was designed to obtain online CBCT, spectral CT, and SPECT tri-modal imaging of patients in the treatment room. The spatial resolutions of the OBI system were determined by imaging simulated phantoms. The CBCT imaging was evaluated by a simulated contrast phantom. A PMMA phantom containing gadolinium was imaged to demonstrate quantitative imaging of spectral-CT/CBCT of the system. The capability of tri-modal imaging of the OBI was demonstrated using three different spectral CT imaging methods to differentiate gadolinium, gold, calcium within simulated PMMA and the SPECT to image radioactive Tc distribution. The dual-isotope SPECT imaging of the system was also evaluated by imaging a phantom containing Tc and I. The radiotherapy-related parameters of iodine contrast fraction and virtual non-contrast (VNC) tissue electron density in the Kidney1 inserts of a simulated phantom were decomposed using the Bayesian eigentissue decomposition method for contrast-enhanced CBCT/spectral-CT of the OBI in a single scan.
The spatial resolutions of CBCT and SPECT of the OBI were determined to be 15.1 lp/cm at 10% MTF and 4.8-12 mm for radii of rotation of 10-40 cm, respectively. In CBCT image of the contrast phantom, most of the soft-tissue inserts were visible with sufficient spatial structure details. As compared to the CBCT image of gadolinium, the spectral CT image provided higher image contrasts. Calcium, gadolinium, and gold were separated well by using the spectral CT material imaging methods. The reconstructed distribution of Tc agreed with the spatial position within the phantom. The two isotopes were separated from each other in dual-isotope SPECT imaging of the OBI. The iodine fractions and the VNC electron densities were estimated in the iodine-enhanced Kidney1 tissue inserts with reasonable RMS errors. The main procedures of the tri-modal imaging guided online ART workflow were presented with new functional features included.
Using a single photon counting CZT detector panel, an on-board SPECT, spectral CT, and CBCT tri-modal imaging could be realized in Linacs. With the added online molecular/functional imaging obtained from the new OBI for the online ART proposed, the accuracy of radiation treatment delivery could be further improved.
当前在线图像引导放射治疗(IGRT)中,机载平板锥形束计算机断层扫描(CBCT)缺乏分子/功能信息。它可能不足以用于自适应放射治疗(ART),特别是对于生物引导的肿瘤勾画和靶向,在放疗过程中肿瘤可能会发生移位和/或变形。有人提出在直线加速器(Linac)机架上安装机载成像仪(OBI),使用单光子计数探测器(PCD)面板实现单光子发射计算机断层扫描(SPECT)、能量分辨光谱CT和传统CBCT三重机载成像,这可能会通过增加体积分子/功能成像信息来促进在线ART。
该系统在GATE蒙特卡罗平台上进行设计和评估。OBI系统包括一个千伏束源和一个像素化碲锌镉(CZT)探测器面板,安装在医用直线加速器上,与兆伏束方向正交,旨在获得治疗室内患者的在线CBCT、光谱CT和SPECT三模态成像。通过对模拟体模成像确定OBI系统的空间分辨率。通过模拟对比体模评估CBCT成像。对含有钆的聚甲基丙烯酸甲酯(PMMA)体模进行成像,以展示该系统光谱CT/CBCT的定量成像。使用三种不同的光谱CT成像方法区分模拟PMMA中的钆、金、钙,并通过SPECT成像放射性锝分布,展示了OBI的三模态成像能力。还通过对含有锝和碘的体模成像评估了该系统的双同位素SPECT成像。使用贝叶斯本征组织分解方法对模拟体模肾脏1插入物中的碘对比分数和虚拟非对比(VNC)组织电子密度等放疗相关参数进行分解,用于OBI在单次扫描中的对比增强CBCT/光谱CT。
OBI的CBCT和SPECT空间分辨率在10%调制传递函数(MTF)下分别确定为15.1线对/厘米,旋转半径为10 - 40厘米时,SPECT的旋转半径分辨率为4.8 - 12毫米。在对比体模的CBCT图像中,大多数软组织插入物可见,具有足够的空间结构细节。与钆的CBCT图像相比,光谱CT图像提供了更高的图像对比度。使用光谱CT材料成像方法,钙、钆和金得到了很好的分离。锝的重建分布与体模内的空间位置一致。在OBI的双同位素SPECT成像中,两种同位素相互分离。在碘增强的肾脏1组织插入物中估计了碘分数和VNC电子密度,均方根误差合理。展示了三模态成像引导在线ART工作流程的主要步骤,并包括了新的功能特性。
使用单光子计数CZT探测器面板,可在直线加速器中实现机载SPECT、光谱CT和CBCT三模态成像。通过为所提出的在线ART增加从新OBI获得的在线分子/功能成像,可进一步提高放射治疗的准确性。