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头颈部癌症放射治疗中的综合毒性风险分析:个体化优化治疗的新概念。

Comprehensive toxicity risk profiling in radiation therapy for head and neck cancer: A new concept for individually optimised treatment.

机构信息

Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands.

Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, The Netherlands.

出版信息

Radiother Oncol. 2021 Apr;157:147-154. doi: 10.1016/j.radonc.2021.01.024. Epub 2021 Feb 3.

Abstract

BACKGROUND AND PURPOSE

A comprehensive individual toxicity risk profile is needed to improve radiation treatment optimisation, minimising toxicity burden, in head and neck cancer (HNC) patients. We aimed to develop and externally validate NTCP models for various toxicities at multiple time points.

MATERIALS AND METHODS

Using logistic regression, we determined the relationship between normal tissue irradiation and the risk of 22 toxicities at ten time points during and after treatment in 750 HNC patients. The toxicities involved swallowing, salivary, mucosal, speech, pain and general complaints. Studied predictors included patient, tumour and treatment characteristics and dose parameters of 28 organs. The resulting NTCP models were externally validated in 395 HNC patients.

RESULTS

The NTCP models involved 14 organs that were associated with at least one toxicity. The oral cavity was the predominant organ, associated with 12 toxicities. Other important organs included the parotid and submandibular glands, buccal mucosa and swallowing muscles. In addition, baseline toxicity, treatment modality, and tumour site were common predictors of toxicity. The median discrimination performance (AUC) of the models was 0.71 (interquartile range: 0.68-0.75) at internal validation and 0.67 (interquartile range: 0.62-0.71) at external validation.

CONCLUSION

We established a comprehensive individual toxicity risk profile that provides essential insight into how radiation exposure of various organs translates into multiple acute and late toxicities. This comprehensive understanding of radiation-induced toxicities enables a new radiation treatment optimisation concept that balances multiple toxicity risks simultaneously and minimises the overall toxicity burden for an individual HNC patient who needs to undergo radiation treatment.

摘要

背景与目的

为了优化放射治疗,减轻头颈部癌症(HNC)患者的毒性负担,需要建立全面的个体毒性风险概况。我们旨在开发和外部验证多个时间点多种毒性的 NTCP 模型。

材料与方法

使用逻辑回归,我们确定了 750 例 HNC 患者在治疗期间和治疗后 10 个时间点正常组织照射与 22 种毒性风险之间的关系。毒性涉及吞咽、唾液、黏膜、言语、疼痛和一般不适。研究的预测因子包括患者、肿瘤和治疗特征以及 28 个器官的剂量参数。由此产生的 NTCP 模型在 395 例 HNC 患者中进行了外部验证。

结果

NTCP 模型涉及至少与一种毒性相关的 14 个器官。口腔是主要的器官,与 12 种毒性相关。其他重要的器官包括腮腺和颌下腺、颊黏膜和吞咽肌。此外,基线毒性、治疗方式和肿瘤部位是毒性的常见预测因子。模型的中位数判别性能(AUC)在内部验证中为 0.71(四分位距:0.68-0.75),在外部验证中为 0.67(四分位距:0.62-0.71)。

结论

我们建立了一个全面的个体毒性风险概况,提供了对不同器官辐射暴露如何转化为多种急性和晚期毒性的基本了解。这种对辐射诱导毒性的全面理解使我们能够采用一种新的放射治疗优化概念,该概念可以同时平衡多种毒性风险,并最大限度地降低需要接受放射治疗的个体 HNC 患者的整体毒性负担。

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