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A study of respiration-correlated cone-beam CT scans to correct target positioning errors in radiotherapy of thoracic cancer

机译:呼吸相关的锥形束CT扫描纠正胸癌放疗中目标定位误差的研究

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Purpose: There is increasingly widespread usage of cone-beam CT (CBCT) for guiding radiation treatment in advanced-stage lung tumors, but difficulties associated with daily CBCT in conventionally fractionated treatments include imaging dose to the patient, increased workload and longer treatment times. Respiration-correlated cone-beam CT (RC-CBCT) can improve localization accuracy in mobile lung tumors, but further increases the time and workload for conventionally fractionated treatments. This study investigates whether RC-CBCT-guided correction of systematic tumor deviations in standard fractionated lung tumor radiation treatments is more effective than 2D image-based correction of skeletal deviations alone. A second study goal compares respiration-correlated vs respiration-averaged images for determining tumor deviations. Methods: Eleven stage II-IV nonsmall cell lung cancer patients are enrolled in an IRB-approved prospective off-line protocol using RC-CBCT guidance to correct for systematic errors in GTV position. Patients receive a respiration-correlated planning CT (RCCT) at simulation, daily kilovoltage RC-CBCT scans during the first week of treatment and weekly scans thereafter. Four types of correction methods are compared: (1) systematic error in gross tumor volume (GTV) position, (2) systematic error in skeletal anatomy, (3) daily skeletal corrections, and (4) weekly skeletal corrections. The comparison is in terms of weighted average of the residual GTV deviations measured from the RC-CBCT scans and representing the estimated residual deviation over the treatment course. In the second study goal, GTV deviations computed from matching RCCT and RC-CBCT are compared to deviations computed from matching respiration-averaged images consisting of a CBCT reconstructed using all projections and an average-intensity-projection CT computed from the RCCT. Results: Of the eleven patients in the GTV-based systematic correction protocol, two required no correction, seven required a single correction, one required two corrections, and one required three corrections. Mean residual GTV deviation (3D distance) following GTV-based systematic correction (mean ± 1 standard deviation 4.8 ± 1.5 mm) is significantly lower than for systematic skeletal-based (6.5 ± 2.9 mm, p = 0.015), and weekly skeletal-based correction (7.2 ± 3.0 mm, p = 0.001), but is not significantly lower than daily skeletal-based correction (5.4 ± 2.6 mm, p = 0.34). In two cases, first-day CBCT images reveal tumor changes-one showing tumor growth, the other showing large tumor displacement-that are not readily observed in radiographs. Differences in computed GTV deviations between respiration-correlated and respiration-averaged images are 0.2 ± 1.8 mm in the superior-inferior direction and are of similar magnitude in the other directions. Conclusions: An off-line protocol to correct GTV-based systematic error in locally advanced lung tumor cases can be effective at reducing tumor deviations, although the findings need confirmation with larger patient statistics. In some cases, a single cone-beam CT can be useful for assessing tumor changes early in treatment, if more than a few days elapse between simulation and the start of treatment. Tumor deviations measured with respiration-averaged CT and CBCT images are consistent with those measured with respiration-correlated images; the respiration-averaged method is more easily implemented in the clinic.
机译:目的:锥束CT(CBCT)在晚期肺肿瘤中指导放射治疗的用途越来越广泛,但是在常规分级治疗中,与每日CBCT相关的困难包括给患者成像的剂量,增加的工作量和更长的治疗时间。呼吸相关的锥形束CT(RC-CBCT)可以提高在活动性肺肿瘤中的定位准确性,但进一步增加了常规分级治疗的时间和工作量。这项研究调查了在标准分级的肺肿瘤放射治疗中,RC-CBCT指导的系统性肿瘤矫正是否比单纯基于骨骼图像的2D图像矫正更有效。第二个研究目标是比较呼吸相关图像和呼吸平均图像以确定肿瘤的偏差。方法:11名II-IV期非小细胞肺癌患者使用RC-CBCT指南纳入IRB批准的前瞻性离线方案,以纠正GTV位置的系统性错误。患者在模拟时接受与呼吸相关的计划CT(RCCT),在治疗的第一周每天进行千伏RC-CBCT扫描,此后每周进行一次扫描。比较了四种类型的校正方法:(1)总体肿瘤体积(GTV)位置的系统误差,(2)骨骼解剖结构的系统误差,(3)每日骨骼校正,以及(4)每周骨骼校正。比较是根据从RC-CBCT扫描测得的残余GTV偏差的加权平均值得出的,并代表整个治疗过程中的估计残余偏差。在第二个研究目标中,将根据匹配的RCCT和RC-CBCT计算出的GTV偏差与根据匹配的呼吸平均图像计算出的偏差进行比较,这些图像由使用所有投影重建的CBCT和根据RCCT计算出的平均强度投影CT组成。结果:在基于GTV的系统矫正方案中的11名患者中,有2名不需要矫正,有7名需要单矫正,有1名需要2次矫正,还有1名需要3次矫正。基于GTV的系统校正后的平均残余GTV偏差(3D距离)(平均值±1标准偏差4.8±1.5 mm)显着低于基于系统的骨骼(6.5±2.9 mm,p = 0.015)和基于每周的骨骼矫正(7.2±3.0 mm,p = 0.001),但并不显着低于每日基于骨骼的矫正(5.4±2.6 mm,p = 0.34)。在两种情况下,第一天的CBCT图像显示出肿瘤变化-一个显示肿瘤的生长,另一个显示肿瘤的大移位-在X射线照片中不容易观察到。呼吸相关图像和呼吸平均图像之间的计算出的GTV偏差在上下方向上的差异为0.2±1.8 mm,在其他方向上的差异相似。结论:离线方案可纠正局部晚期肺部肿瘤病例中基于GTV的系统错误,尽管可以通过更大的患者统计数据证实这一发现,但可以有效减少肿瘤的偏差。在某些情况下,如果在模拟和开始治疗之间经过了几天以上的时间,则单个锥形束CT可能有助于评估治疗早期的肿瘤变化。用呼吸平均CT和CBCT图像测量的肿瘤偏差与用呼吸相关图像测量的肿瘤偏差一致。平均呼吸法更易于在临床中实施。

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