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头颈部肿瘤 VMAT 或 IMPT 治疗中摆位和靶区范围不确定性对 TCP 和 NTCP 的影响。

Impact of setup and range uncertainties on TCP and NTCP following VMAT or IMPT of oropharyngeal cancer patients.

机构信息

Department of Radiation Oncology, Netherlands Cancer Institute-Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands. Author to whom any correspondence should be addressed.

出版信息

Phys Med Biol. 2019 Apr 23;64(9):095001. doi: 10.1088/1361-6560/ab1459.

Abstract

Setup and range uncertainties compromise radiotherapy plan robustness. We introduce a method to evaluate the clinical effect of these uncertainties on the population using tumor control probability (TCP) and normal tissue complication probability (NTCP) models. Eighteen oropharyngeal cancer patients treated with curative intent were retrospectively included. Both photon (VMAT) and proton (IMPT) plans were created using a planning target volume as planning objective. Plans were recalculated for uncertainty scenarios: two for range over/undershoot (IMPT) or CT-density scaling (VMAT), six for shifts. An average shift scenario ([Formula: see text]) was calculated to assess random errors. Dose differences between nominal and scenarios were translated to TCP (2 models) and NTCP (15 models). A weighted average (W_Avg) of the TCP\NTCP based on Gaussian distribution over the variance scenarios was calculated to assess the clinical effect of systematic errors on the population. TCP/NTCP uncertainties were larger in IMPT compared to VMAT. Although individual perturbations showed risks of plan deterioration, the [Formula: see text] scenario did not show a substantial decrease in any of the TCP endpoints suggesting evaluated plans in this cohort were robust for random errors. Evaluation of the W_Avg scenario to assess systematic errors showed in VMAT no substantial decrease in TCP endpoints and in IMPT a limited decrease. In IMPT, the W_Avg scenario had a mean TCP loss of 0%-2% depending on plan type and primary or nodal control. The W_Avg for NTCP endpoints was around 0%, except for mandible necrosis in IMPT (W_Avg: 3%). The estimated population impact of setup and range uncertainties on TCP/NTCP following VMAT or IMPT of oropharyngeal cancer patients was small for both treatment modalities. The use of TCP/NTCP models allows for clinical interpretation of the population effect and could be considered for incorporation in robust evaluation methods. Highlights: - TCP/NTCP models allow for a clinical evaluation of uncertainty scenarios. - For this cohort, in silico-PTV based IMPT plans and VMAT plans were robust for random setup errors. - Effect of systematic errors on the population was limited: mean TCP loss was 0%-2%.

摘要

设置和范围不确定性会影响放疗计划的稳健性。我们引入了一种方法,使用肿瘤控制概率 (TCP) 和正常组织并发症概率 (NTCP) 模型来评估这些不确定性对人群的临床影响。回顾性纳入 18 例接受根治性治疗的口咽癌患者。使用计划靶区作为计划目标,分别创建光子(VMAT)和质子(IMPT)计划。针对不确定性情况重新计算计划:两种用于范围过/欠(IMPT)或 CT 密度缩放(VMAT),六种用于移位。计算平均移位情况([公式:见正文])以评估随机误差。名义计划与场景之间的剂量差异被转换为 TCP(2 个模型)和 NTCP(15 个模型)。基于方差场景高斯分布的 TCP/NTCP 加权平均值(W_Avg)被计算以评估系统误差对人群的临床影响。与 VMAT 相比,IMPT 中的 TCP/NTCP 不确定性更大。尽管个别扰动显示计划恶化的风险,但[公式:见正文]场景并没有导致任何 TCP 终点的实质性下降,这表明在该队列中评估的计划对随机误差具有稳健性。评估 W_Avg 场景以评估系统误差表明,VMAT 中 TCP 终点没有实质性下降,而在 IMPT 中则有有限的下降。在 IMPT 中,W_Avg 场景取决于计划类型和原发或淋巴结控制,TCP 损失的平均值为 0%-2%。NTCP 终点的 W_Avg 约为 0%,除了 IMPT 中的下颌骨坏死(W_Avg:3%)。VMAT 或 IMPT 治疗口咽癌患者后,设置和范围不确定性对 TCP/NTCP 的人群影响较小。TCP/NTCP 模型允许对不确定性场景进行临床评估,并可考虑纳入稳健性评估方法。亮点:- TCP/NTCP 模型允许对不确定性场景进行临床评估。- 对于该队列,基于虚拟靶区的 IMPT 计划和 VMAT 计划对随机设置误差具有稳健性。- 对人群的系统误差影响有限:平均 TCP 损失为 0%-2%。

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