通过计算模拟宫颈癌热疗-放疗(HT-RT)治疗的肿瘤控制概率(TCP),对不同治疗条件的影响进行理论评估。

IF 3 3区 医学 Q2 ONCOLOGY International Journal of Hyperthermia Pub Date : 2024-01-01 Epub Date: 2024-03-11 DOI:10.1080/02656736.2024.2320852
Sergio Mingo Barba, Adela Ademaj, Dietmar Marder, Oliver Riesterer, Marco Lattuada, Rudolf M Füchslin, Alke Petri-Fink, Stephan Scheidegger
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引用次数: 0

摘要

导言热疗(HT)会诱发各种细胞生物学过程,如修复受损和直接杀伤热疗细胞。在这种情况下,将治疗条件的偏差转化为临床结果变化的in-silico生物物理模型可用于研究这些过程的程度及其在不同条件下对热疗+放疗(HT + RT)联合治疗的影响:方法:使用针对 SiHa 和 HeLa 细胞系(宫颈癌)校准的扩展线性二次模型,从理论上研究不同热疗治疗条件对放射增敏和直接热疗细胞杀伤效应的影响。根据报告的患者数据,在边际范围内随机选择患者,生成模拟患者,计算不同热疗条件(热疗次数、温度和时间间隔)下的肿瘤控制概率(TCP):结果:在所研究的条件下,基于模型的模拟结果表明,CEM43的总热剂量约为10分钟,治疗效果有所改善。此外,在给定的热剂量下,TCP 随 HT 治疗次数的增加而增加。此外,在模拟中,我们发现 TCP 对温度/时间间隔的依赖性与平均值的相关性比与最小/最大值的相关性更高,将治疗结果与平均温度进行比较是研究时间间隔效应的绝佳策略:热放射生物学模型的使用使我们能够从理论上研究不同热条件对 HT + RT 治疗效果的影响。这种方法可用于优化热疗治疗、设计临床试验和解释患者数据。
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Theoretical evaluation of the impact of diverse treatment conditions by calculation of the tumor control probability (TCP) of simulated cervical cancer Hyperthermia-Radiotherapy (HT-RT) treatments in-silico.

Introduction: Hyperthermia (HT) induces various cellular biological processes, such as repair impairment and direct HT cell killing. In this context, in-silico biophysical models that translate deviations in the treatment conditions into clinical outcome variations may be used to study the extent of such processes and their influence on combined hyperthermia plus radiotherapy (HT + RT) treatments under varying conditions.

Methods: An extended linear-quadratic model calibrated for SiHa and HeLa cell lines (cervical cancer) was used to theoretically study the impact of varying HT treatment conditions on radiosensitization and direct HT cell killing effect. Simulated patients were generated to compute the Tumor Control Probability (TCP) under different HT conditions (number of HT sessions, temperature and time interval), which were randomly selected within margins based on reported patient data.

Results: Under the studied conditions, model-based simulations suggested a treatment improvement with a total CEM43 thermal dose of approximately 10 min. Additionally, for a given thermal dose, TCP increased with the number of HT sessions. Furthermore, in the simulations, we showed that the TCP dependence on the temperature/time interval is more correlated with the mean value than with the minimum/maximum value and that comparing the treatment outcome with the mean temperature can be an excellent strategy for studying the time interval effect.

Conclusion: The use of thermoradiobiological models allows us to theoretically study the impact of varying thermal conditions on HT + RT treatment outcomes. This approach can be used to optimize HT treatments, design clinical trials, and interpret patient data.

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来源期刊
CiteScore
5.90
自引率
12.90%
发文量
153
审稿时长
6-12 weeks
期刊介绍: The International Journal of Hyperthermia
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