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A feedback constraint optimization method for intensity-modulated radiation therapy of nasopharyngeal carcinoma

机译:鼻咽癌调强放射治疗的反馈约束优化方法

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Intensity-modulated radiation therapy (IMRT) is able to achieve good target conformance with a limited dose to organs at risk (OARs); however, IMRT increases the irradiation volume and monitor units (MUs) required. The present study aimed to evaluate the use of an IMRT plan with fewer segments and MUs, while maintaining quality in the treatment of nasopharyngeal carcinoma. In the present study, two types of IMRT plan were therefore compared: The direct machine parameter optimization (DMPO)-RT method and the feedback constraint DMPO-RT (fc_DMPO-RT) method, which utilizes compensative feedback constraint in DMPO-RT and maintains optimization. Plans for 23 patients were developed with identical dose prescriptions. Each plan involved synchronous delivery to various targets, with identical OAR constraints, by means of 7 coplanar fields. The average dose, maximum dose, dose-volume histograms of targets and the OAR, MUs of the plan, the number of segments, delivery time and accuracy were subsequently compared. The fc_DMPO-RT exhibited superior dose distribution in terms of the average, maximum and minimum doses to the gross tumor volume compared with that of DMPO-RT (t=62.7, 20.5 and 22.0, respectively; P<0.05). The fc_DMPO-RT also resulted in a smaller maximum dose to the spinal cord (t=7.3; P<0.05), as well as fewer MUs, fewer segments and decreased treatment times than that of the DMPO-RT (t=6.2, 393.4 and 244.3, respectively; P<0.05). The fc_DMPO-RT maintained plan quality with fewer segments and MUs, and the treatment time was significantly reduced, thereby resulting in reduced radiation leakage and an enhanced curative effect. Therefore, introducing feedback constraint into DMPO may result in improved IMRT planning. In nasopharyngeal carcinoma specifically, feedback constraint resulted in the improved protection of OARs in proximity of targets (such as the brainstem and parotid) due to sharp dose distribution and reduced MUs.
机译:调强放射疗法(IMRT)能够以有限的剂量向处于危险状态的器官(OAR)达到良好的靶标一致性;但是,IMRT增加了辐照量和所需的监视单元(MU)。本研究旨在评估使用IMRT计划的部门和MU更少,同时保持鼻咽癌治疗的质量。因此,在本研究中,比较了两种IMRT计划:直接机器参数优化(DMPO)-RT方法和反馈约束DMPO-RT(fc_DMPO-RT)方法,该方法在DMPO-RT中利用补偿性反馈约束并保持优化。使用相同剂量的处方制定了23名患者的计划。每个计划都涉及通过7个共面字段,在相同的OAR约束下,同步交付到各个目标。随后比较了平均剂量,最大剂量,靶标的剂量-体积直方图和OAR,计划的MU,段数,递送时间和准确性。与DMPO-RT相比,fc_DMPO-RT在总肿瘤体积的平均剂量,最大剂量和最小剂量方面表现出优越的剂量分布(分别为t = 62.7、20.5和22.0; P <0.05)。与DMPO-RT相比,fc_DMPO-RT还导致脊髓的最大剂量更小(t = 7.3; P <0.05),以及更少的MU,更少的节段和更少的治疗时间(t = 6.2,393.4)和244.3,分别为P <0.05)。 fc_DMPO-RT使用较少的段和MU保持计划质量,并且治疗时间显着减少,从而减少了辐射泄漏并增强了疗效。因此,将反馈约束引入DMPO可能会改善IMRT规划。特别是在鼻咽癌中,由于剂量分布急剧且MU减少,反馈约束导致OAR在靶标附近(如脑干和腮腺)的保护得到改善。

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