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Delay effects in the response of low grade gliomas to radiotherapy: A mathematical model and its therapeutical implications

机译:低级别胶质瘤对放疗的反应延迟效应:a   数学模型及其治疗意义

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摘要

Low grade gliomas (LGGs) are a group of primary brain tumors usuallyencountered in young patient populations. These tumors represent a difficultchallenge because many patients survive a decade or more and may be at a higherrisk for treatment-related complications. Specifically, radiation therapy isknown to have a relevant effect on survival but in many cases it can bedeferred to avoid side effects while maintaining its beneficial effect.However, a subset of low-grade gliomas manifests more aggressive clinicalbehavior and requires earlier intervention. Moreover, the effectiveness ofradiotherapy depends on the tumor characteristics. Recently Pallud et al.,[Neuro-oncology, 14(4):1-10, 2012], studied patients with LGGs treated withradiation therapy as a first line therapy. and found the counterintuitiveresult that tumors with a fast response to the therapy had a worse prognosisthan those responding late. In this paper we construct a mathematical modeldescribing the basic facts of glioma progression and response to radiotherapy.The model provides also an explanation to the observations of Pallud et al.Using the model we propose radiation fractionation schemes that might betherapeutically useful by helping to evaluate the tumor malignancy while at thesame time reducing the toxicity associated to the treatment.
机译:低度神经胶质瘤(LGG)是通常在年轻患者人群中遇到的一组原发性脑肿瘤。这些肿瘤代表着艰巨的挑战,因为许多患者可以生存十年或更长时间,并且可能面临与治疗相关的并发症的更高风险。具体而言,已知放射疗法对生存具有相关作用,但在许多情况下,放射疗法可避免副作用,同时保持其有益作用。然而,部分低度神经胶质瘤表现出更具侵略性的临床行为,需要早期干预。此外,放射疗法的有效性取决于肿瘤的特征。最近,Pallud等人,[神经肿瘤学,14(4):1-10,2012]研究了接受放射治疗作为一线治疗的LGG患者。并发现与治疗反应较快的肿瘤相比,反应较晚的肿瘤预后更差。在本文中,我们构建了一个数学模型,描述神经胶质瘤进展和对放射疗法的反应的基本事实,该模型还为Pallud等人的观察提供了解释。使用该模型,我们提出了放射分级方案,通过帮助评估肿瘤的治疗可能是有益的同时降低了与治疗有关的毒性。

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