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基于剂量学和正常组织并发症概率分析确定脑肿瘤患者从质子束治疗中获得的益处。

Identification of patient benefit from proton beam therapy in brain tumour patients based on dosimetric and NTCP analyses.

作者信息

Dutz Almut, Lühr Armin, Troost Esther G C, Agolli Linda, Bütof Rebecca, Valentini Chiara, Baumann Michael, Vermeren Xavier, Geismar Dirk, Timmermann Beate, Krause Mechthild, Löck Steffen

机构信息

OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Germany; Helmholtz-Zentrum Dresden - Rossendorf, Institute of Radiooncology - OncoRay, Dresden, Germany.

OncoRay - National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden - Rossendorf, Germany; Helmholtz-Zentrum Dresden - Rossendorf, Institute of Radiooncology - OncoRay, Dresden, Germany; German Cancer Consortium (DKTK), partner site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany; Medical Physics and Radiotherapy, Faculty of Physics, TU Dortmund University, Germany.

出版信息

Radiother Oncol. 2021 Jul;160:69-77. doi: 10.1016/j.radonc.2021.04.008. Epub 2021 Apr 17.

Abstract

BACKGROUND

The limited availability of proton beam therapy (PBT) requires individual treatment selection strategies, such as the model-based approach. In this study, we assessed the dosimetric benefit of PBT compared to photon therapy (XRT), analysed the corresponding changes in normal tissue complication probability (NTCP) on a variety of available models, and illustrated model-based patient selection in an in-silico study for patients with brain tumours.

METHODS

For 92 patients treated at two PBT centres, volumetric modulated arc therapy treatment plans were retrospectively created for comparison with the clinically applied PBT plans. Several dosimetric parameters for the brain excluding tumour and margins, cerebellum, brain stem, frontal and temporal lobes, hippocampi, cochleae, chiasm, optic nerves, lacrimal glands, lenses, pituitary gland, and skin were compared between both modalities using Wilcoxon signed-rank tests. NTCP differences (ΔNTCP) were calculated for 11 models predicting brain necrosis, delayed recall, temporal lobe injury, hearing loss, tinnitus, blindness, ocular toxicity, cataract, endocrine dysfunction, alopecia, and erythema. A patient was assumed to be selected for PBT if ΔNTCP exceeded a threshold of 10 percentage points for at least one of the side-effects.

RESULTS

PBT substantially reduced the dose in almost all investigated OARs, especially in the low and intermediate dose ranges and for contralateral organs. In general, NTCP predictions were significantly lower for PBT compared to XRT, in particular in ipsilateral organs. Considering ΔNTCP of all models, 80 patients (87.0%) would have been selected for PBT in this in-silico study, mainly due to predictions of a model on delayed recall (51 patients).

CONCLUSION

In this study, substantial dose reductions for PBT were observed, mainly in contralateral organs. However, due to the sigmoidal dose response, NTCP was particularly reduced in ipsilateral organs. This underlines that physical dose-volume parameters alone may not be sufficient to describe the clinical relevance between different treatment techniques and highlights potential benefits of NTCP models. Further NTCP models for different modern treatment techniques are mandatory and existing models have to be externally validated in order to implement the model-based approach in clinical practice for cranial radiotherapy.

摘要

背景

质子束治疗(PBT)的可用性有限,需要个体化的治疗选择策略,如基于模型的方法。在本研究中,我们评估了PBT与光子治疗(XRT)相比的剂量学优势,分析了各种可用模型中正常组织并发症概率(NTCP)的相应变化,并在一项针对脑肿瘤患者的计算机模拟研究中展示了基于模型的患者选择。

方法

对于在两个PBT中心接受治疗的92例患者,回顾性创建容积调强弧形治疗计划,以与临床应用的PBT计划进行比较。使用Wilcoxon符号秩检验比较了两种治疗方式下脑(不包括肿瘤和边缘)、小脑、脑干、额叶和颞叶、海马体、耳蜗、视交叉、视神经、泪腺、晶状体、垂体和皮肤的几个剂量学参数。计算了11种预测脑坏死、延迟性回忆、颞叶损伤、听力丧失、耳鸣、失明、眼部毒性、白内障、内分泌功能障碍、脱发和红斑的模型的NTCP差异(ΔNTCP)。如果ΔNTCP对于至少一种副作用超过10个百分点,则假定该患者被选作PBT治疗。

结果

PBT在几乎所有研究的危及器官中都显著降低了剂量,特别是在低剂量和中等剂量范围以及对侧器官中。总体而言,与XRT相比,PBT的NTCP预测值显著更低,尤其是在同侧器官中。考虑所有模型的ΔNTCP,在这项计算机模拟研究中,80例患者(87.0%)将被选作PBT治疗,主要是由于一个关于延迟性回忆的模型的预测(51例患者)。

结论

在本研究中,观察到PBT显著降低了剂量,主要是在对侧器官中。然而,由于剂量反应呈S形,NTCP在同侧器官中尤其降低。这强调了仅物理剂量体积参数可能不足以描述不同治疗技术之间的临床相关性,并突出了NTCP模型的潜在益处。必须为不同的现代治疗技术建立更多的NTCP模型,并且现有模型必须进行外部验证,以便在临床实践中为头颅放疗实施基于模型的方法。

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