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Laser immunotherapy and the tumor-immune system interaction: a mathematical model and analysis

机译:激光免疫疗法与肿瘤-免疫系统的相互作用:数学模型与分析

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Laser immunotherapy (LIT) is a cancer treatment with promising results in animal models and some 'no other option' patients. The therapy elicits an immune response that targets the primary tumor and, perhaps more importantly, otherwise untreatable metastases. We develop and analyze a mathematical model that includes key elements of the host immune response set in motion by LIT. We use Latin Hypercube Sampling (LHS) to efficiently sample model parameters from a high-dimensional parameter space and get a broad sense of model dynamics. Depending on a variety of tumor, therapy, and immune parameters, a variety of patient outcomes ranging from tumor clearance to patient death are possible.
机译:激光免疫疗法(LIT)是一种癌症治疗方法,在动物模型和某些“没有其他选择”的患者中取得了可喜的结果。该疗法引发针对原发肿瘤的免疫反应,而且可能更重要的是针对不可治愈的转移灶。我们开发和分析一个数学模型,其中包括由LIT推动运动的宿主免疫反应的关键要素。我们使用拉丁超立方体采样(LHS)从高维参数空间有效采样模型参数,并获得广泛的模型动态感。取决于各种肿瘤,治疗方法和免疫参数,从肿瘤清除到患者死亡的各种患者结果都是可能的。

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