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校正由于锥束 CT 密度误差引起的“人为”电子不平衡:对在线自适应立体定向体部放射治疗肺的影响。

Correction for 'artificial' electron disequilibrium due to cone-beam CT density errors: implications for on-line adaptive stereotactic body radiation therapy of lung.

机构信息

Department of Physics and Engineering, London Regional Cancer Program, London Health Sciences Centre, 790 Commissioners Road East, London, Ontario N6A 4L6, Canada.

出版信息

Phys Med Biol. 2013 Jun 21;58(12):4157-74. doi: 10.1088/0031-9155/58/12/4157. Epub 2013 May 20.

Abstract

Cone-beam computed tomography (CBCT) has rapidly become a clinically useful imaging modality for image-guided radiation therapy. Unfortunately, CBCT images of the thorax are susceptible to artefacts due to scattered photons, beam hardening, lag in data acquisition, and respiratory motion during a slow scan. These limitations cause dose errors when CBCT image data are used directly in dose computations for on-line, dose adaptive radiation therapy (DART). The purpose of this work is to assess the magnitude of errors in CBCT numbers (HU), and determine the resultant effects on derived tissue density and computed dose accuracy for stereotactic body radiation therapy (SBRT) of lung cancer. Planning CT (PCT) images of three lung patients were acquired using a Philips multi-slice helical CT simulator, while CBCT images were obtained with a Varian On-Board Imaging system. To account for erroneous CBCT data, three practical correction techniques were tested: (1) conversion of CBCT numbers to electron density using phantoms, (2) replacement of individual CBCT pixel values with bulk CT numbers, averaged from PCT images for tissue regions, and (3) limited replacement of CBCT lung pixels values (LCT) likely to produce artificial lateral electron disequilibrium. For each corrected CBCT data set, lung SBRT dose distributions were computed for a 6 MV volume modulated arc therapy (VMAT) technique within the Philips Pinnacle treatment planning system. The reference prescription dose was set such that 95% of the planning target volume (PTV) received at least 54 Gy (i.e. D95). Further, we used the relative depth dose factor as an a priori index to predict the effects of incorrect low tissue density on computed lung dose in regions of severe electron disequilibrium. CT number profiles from co-registered CBCT and PCT patient lung images revealed many reduced lung pixel values in CBCT data, with some pixels corresponding to vacuum (-1000 HU). Similarly, CBCT data in a plastic lung phantom were reduced by 200 HU compared with known CT number values. For the three patients, dose results using the CBCT number data registered with PCT showed a prescription dose reduction ranging from 4 to 13% (D95 = 47 Gy). Therefore, accurate determination of lung density, especially for very low lung density (<0.2 g cm(-3)) is essential, but difficult to achieve using the CBCT data. Applying corrective techniques (1) and (2) to CBCT patient data produced unacceptable dose differences. For one typical VMAT SBRT patient, the D95 for the corrected CBCT and BCT image-based plans differed by -4% (D95 = 52 Gy) and 9% (D95 = 59 Gy) compared to the co-registered PCT image-based plan. However, corrective technique (3) produced negligible dose differences comparing LCT and PCT image-based plans. With regard to implementing on-line DART, dose errors must be minimized because they affect re-optimization decisions, and prevent accurate accumulation of the dose distribution.

摘要

锥形束计算机断层扫描(CBCT)已迅速成为一种用于图像引导放射治疗的临床有用的成像方式。不幸的是,由于散射光子、束硬化、数据采集滞后以及在缓慢扫描期间的呼吸运动,胸部的 CBCT 图像容易出现伪影。当直接在在线、剂量自适应放射治疗(DART)的剂量计算中使用 CBCT 图像数据时,这些限制会导致剂量误差。本工作的目的是评估 CBCT 数(HU)中的误差幅度,并确定其对肺癌立体定向体部放射治疗(SBRT)的衍生组织密度和计算剂量准确性的影响。使用飞利浦多切片螺旋 CT 模拟器获取了三个肺癌患者的计划 CT(PCT)图像,同时使用瓦里安 On-Board Imaging 系统获取了 CBCT 图像。为了考虑错误的 CBCT 数据,测试了三种实用的校正技术:(1)使用体模将 CBCT 数转换为电子密度,(2)用来自 PCT 图像的组织区域的体 CT 数替换单个 CBCT 像素值,以及(3)有限地替换可能产生人工横向电子不平衡的 CBCT 肺像素值(LCT)。对于每个校正的 CBCT 数据集,在飞利浦 Pinnacle 治疗计划系统内使用 6 MV 容积调制弧形治疗(VMAT)技术计算了肺癌 SBRT 剂量分布。参考处方剂量设定为使至少 95%的计划靶体积(PTV)接受至少 54 Gy(即 D95)。此外,我们使用相对深度剂量因子作为先验指数来预测计算肺剂量时错误的低组织密度对严重电子不平衡区域的影响。从配准的 CBCT 和 PCT 患者肺图像的 CT 数谱中,我们发现 CBCT 数据中的许多肺像素值降低,有些像素对应于真空(-1000 HU)。同样,与已知的 CT 数值相比,塑料肺体模中的 CBCT 数据降低了 200 HU。对于三个患者,使用与 PCT 配准的 CBCT 数数据进行的剂量结果显示处方剂量降低了 4%至 13%(D95 = 47 Gy)。因此,准确确定肺密度非常重要,尤其是对于非常低的肺密度(<0.2 g cm(-3)),但使用 CBCT 数据难以实现。对 CBCT 患者数据应用校正技术(1)和(2)会产生不可接受的剂量差异。对于一个典型的 VMAT SBRT 患者,与配准的 PCT 图像基于计划相比,校正的 CBCT 和 BCT 图像基于计划的 D95 差异分别为-4%(D95 = 52 Gy)和 9%(D95 = 59 Gy)。然而,校正技术(3)在比较 LCT 和 PCT 图像基于计划时产生了可忽略的剂量差异。关于实施在线 DART,必须最小化剂量误差,因为它们会影响重新优化决策,并防止剂量分布的准确累积。

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