Suppr超能文献

常规放疗和 FLASH 放疗等效应的计算机研究:辐射分解氧耗竭对肿瘤生长曲线和肿瘤控制概率的潜在影响。

An in-silico study of conventional and FLASH radiotherapy iso-effectiveness: potential impact of radiolytic oxygen depletion on tumor growth curves and tumor control probability.

机构信息

Group of Medical Physics and Biomathematics, Instituto de Investigación Sanitaria de Santiago (IDIS), Santiago de Compostela, Spain.

Department of Applied Mathematics, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.

出版信息

Phys Med Biol. 2024 Oct 18;69(21). doi: 10.1088/1361-6560/ad8291.

Abstract

. This work aims to investigate the iso-effectiveness of conventional and FLASH radiotherapy on tumors through in-silico mathematical models. We focused on the role of radiolytic oxygen depletion (ROD), which has been argued as a possible factor to explain the FLASH effect.. We used a spatiotemporal reaction-diffusion model, including ROD, to simulate tumor oxygenation and response. From those oxygen distributions we obtained surviving fractions (SFs) using the linear-quadratic (LQ) model with the oxygen enhancement ratios (OERs). We then employed the calculated SFs to describe the evolution of preclinical tumor volumes through a mathematical model of tumor response, and we also extrapolated those results to calculate tumor control probabilities (TCPs) using the Poisson-LQ approach.. Our study suggests that the ROD effect may cause differences in SF between FLASH and conventional radiotherapy, especially in low/andcells. However, a statistical analysis showed that these changes in SF generally do not result in significant differences in the evolution of preclinical tumor growth curves when the sample size is small, because such differences in SF may not be noticeable in the heterogeneity of the population of animals. Nonetheless, when extrapolating this effect to TCP curves, we observed important differences between both techniques (TCP is lower in FLASH radiotherapy). When analyzing the response of tumors with heterogeneous oxygenations, differences in TCP are more important fortumors. This apparent contradiction with the results obtained for homogeneously oxygenated cells is explained by the complex interplay between the heterogeneity of tumor oxygenation, the OER effect, and the ROD effect.. This study supports the experimentally observed iso-effectiveness of FLASH and conventional radiotherapy when analyzing the volume evolution of preclinical tumors (that are far from control). However, this study also hints that tumor growth curves may be less sensitive to small variations in SF than tumor control probability: ROD may lead to increased SF in FLASH radiotherapy, which while not large enough to cause significant differences in tumor growth curves, could lead to important differences in clinical TCPs. Nonetheless, it cannot be discarded that other effects not modeled in this work, like radiation-induced immune effects, can contribute to tumor control and maintain the iso-effectiveness of FLASH radiotherapy. The study of tumor growth curves may not be the ideal experiment to test the iso-effectiveness of FLASH, and experiments reporting TCP ormay be preferred.

摘要

. 本研究旨在通过计算机数学模型探索常规放疗和 FLASH 放疗在肿瘤中的等效性。我们关注的是放射氧耗竭(ROD)的作用,这被认为是解释 FLASH 效应的一个可能因素。. 我们使用时空反应扩散模型,包括 ROD,模拟肿瘤氧合和反应。从这些氧分布中,我们使用线性二次(LQ)模型和氧增强比(OER)获得存活分数(SF)。然后,我们使用计算出的 SF 通过肿瘤反应的数学模型来描述临床前肿瘤体积的演变,我们还通过泊松 LQ 方法外推这些结果来计算肿瘤控制概率(TCP)。. 我们的研究表明,ROD 效应可能导致 FLASH 和常规放疗之间 SF 的差异,尤其是在低氧/乏氧细胞中。然而,统计分析表明,当样本量较小时,这些 SF 的变化通常不会导致临床前肿瘤生长曲线演变的显著差异,因为这种 SF 的差异在动物群体的异质性中可能并不明显。尽管如此,当将这种效应外推到 TCP 曲线时,我们观察到两种技术之间存在重要差异(FLASH 放疗中的 TCP 较低)。当分析具有异质性氧合的肿瘤的反应时,对于肿瘤,TCP 的差异更为重要。这与同质氧合细胞的结果明显矛盾,这可以用肿瘤氧合的异质性、OER 效应和 ROD 效应之间的复杂相互作用来解释。. 这项研究支持了在分析临床前肿瘤体积演变时(远离控制)观察到的 FLASH 和常规放疗的等效性。然而,这项研究也暗示肿瘤生长曲线对 SF 的微小变化可能不如肿瘤控制概率敏感:ROD 可能导致 FLASH 放疗中 SF 增加,虽然不足以导致肿瘤生长曲线的显著差异,但可能导致临床 TCP 的重要差异。尽管如此,不能排除本工作中未建模的其他效应,如辐射诱导的免疫效应,可能有助于肿瘤控制并维持 FLASH 放疗的等效性。研究肿瘤生长曲线可能不是测试 FLASH 等效性的理想实验,报告 TCP 或的实验可能更受欢迎。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验