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Present developments in reaching an international consensus for a model-based approach to particle beam therapy

机译:在基于模型的粒子束治疗方法达成国际共识方面的最新进展

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摘要

Particle beam therapy (PBT), including proton and carbon ion therapy, is an emerging innovative treatment for cancer patients. Due to the high cost of and limited access to treatment, meticulous selection of patients who would benefit most from PBT, when compared with standard X-ray therapy (XRT), is necessary. Due to the cost and labor involved in randomized controlled trials, the model-based approach (MBA) is used as an alternative means of establishing scientific evidence in medicine, and it can be improved continuously. Good databases and reasonable models are crucial for the reliability of this approach. The tumor control probability and normal tissue complication probability models are good illustrations of the advantages of PBT, but pre-existing NTCP models have been derived from historical patient treatments from the XRT era. This highlights the necessity of prospectively analyzing specific treatment-related toxicities in order to develop PBT-compatible models. An international consensus has been reached at the Global Institution for Collaborative Research and Education (GI-CoRE) joint symposium, concluding that a systematically developed model is required for model accuracy and performance. Six important steps that need to be observed in these considerations include patient selection, treatment planning, beam delivery, dose verification, response assessment, and data analysis. Advanced technologies in radiotherapy and computer science can be integrated to improve the efficacy of a treatment. Model validation and appropriately defined thresholds in a cost-effectiveness centered manner, together with quality assurance in the treatment planning, have to be achieved prior to clinical implementation.
机译:粒子束疗法(PBT),包括质子和碳离子疗法,是针对癌症患者的新兴创新疗法。由于昂贵的治疗费用和有限的治疗途径,与标准的X射线治疗(XRT)相比,必须精心选择最能受益于PBT的患者。由于随机对照试验涉及成本和劳力,因此基于模型的方法(MBA)被用作建立医学科学证据的替代方法,并且可以不断改进。好的数据库和合理的模型对于这种方法的可靠性至关重要。肿瘤控制概率模型和正常组织并发症概率模型很好地说明了PBT的优势,但是预先存在的NTCP模型是从XRT时代的历史性患者治疗中得出的。这强调了前瞻性分析特定治疗相关毒性的必要性,以开发与PBT兼容的模型。在全球合作研究与教育机构(GI-CoRE)联合座谈会上达成了国际共识,认为为模型的准确性和性能需要系统开发的模型。在这些考虑中需要注意的六个重要步骤包括患者选择,治疗计划,束传输,剂量验证,反应评估和数据分析。可以整合放射疗法和计算机科学中的先进技术以提高治疗效果。必须在临床实施之前以成本效益为中心的方式进行模型验证和适当定义的阈值,以及治疗计划中的质量保证。

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