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

医学 质子疗法 核医学 放射治疗 视交叉 放射科 眼科 视神经
作者
Almut Dutz,Armin Lühr,Esther G.C. Troost,Linda Agolli,Rebecca Bütof,Chiara Valentini,Michaël Baumann,Xavier Vermeren,Dirk Geismar,Beate Timmermann,Mechthild Krause,Steffen Löck
出处
期刊:Radiotherapy and Oncology [Elsevier BV]
卷期号:160: 69-77 被引量:8
标识
DOI:10.1016/j.radonc.2021.04.008
摘要

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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
嘻嘻发布了新的文献求助10
1秒前
soufle完成签到,获得积分10
1秒前
阿嘎呀发布了新的文献求助10
2秒前
2秒前
怪僻完成签到 ,获得积分10
3秒前
搜集达人应助linyudie采纳,获得10
3秒前
在水一方应助温婉的采蓝采纳,获得10
4秒前
屑屑鲨鱼完成签到,获得积分10
4秒前
X_RAIN应助迷路幻柏采纳,获得10
4秒前
李健应助复杂平凡采纳,获得10
5秒前
嘻嘻哈哈应助郭郭采纳,获得10
6秒前
科研通AI6.1应助肖恒采纳,获得10
6秒前
pluto应助123采纳,获得10
6秒前
ke完成签到,获得积分10
7秒前
凉空气发布了新的文献求助10
7秒前
上官若男应助FRR采纳,获得10
7秒前
小二郎应助han采纳,获得10
8秒前
田様应助欣喜采纳,获得10
8秒前
10秒前
于是乎完成签到 ,获得积分10
10秒前
kingwill应助芽芽采纳,获得20
10秒前
善学以致用应助蛙蛙采纳,获得10
11秒前
14秒前
合适千筹完成签到,获得积分10
14秒前
上官若男应助Eina采纳,获得10
14秒前
15秒前
李健的粉丝团团长应助Ai采纳,获得20
15秒前
和谐芝麻发布了新的文献求助10
16秒前
范范完成签到,获得积分10
16秒前
18秒前
鸟兽兽应助gougoudy采纳,获得10
18秒前
19秒前
于豪杰完成签到,获得积分10
19秒前
科研通AI6.3应助liyu采纳,获得10
21秒前
邢仟仟发布了新的文献求助10
22秒前
22秒前
研友_VZG7GZ应助爱听歌笑寒采纳,获得10
22秒前
24秒前
25秒前
25秒前
高分求助中
The Wiley Blackwell Companion to Diachronic and Historical Linguistics 3000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
Signals, Systems, and Signal Processing 610
脑电大模型与情感脑机接口研究--郑伟龙 500
Genera Orchidacearum Volume 4: Epidendroideae, Part 1 500
GMP in Practice: Regulatory Expectations for the Pharmaceutical Industry 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6290159
求助须知:如何正确求助?哪些是违规求助? 8108463
关于积分的说明 16963997
捐赠科研通 5354616
什么是DOI,文献DOI怎么找? 2845352
邀请新用户注册赠送积分活动 1822513
关于科研通互助平台的介绍 1678319