>Bladder cancer is one of the most common malignant diseases in the urinary system and a highly aggressive neoplasm. The prognos'/> Mathematical modeling of the dynamics of the bladder cancer and the immune response applied to a patient: Evolution and short‐term prediction
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Mathematical modeling of the dynamics of the bladder cancer and the immune response applied to a patient: Evolution and short‐term prediction

机译:膀胱癌动力学的数学建模及应用于患者的免疫应答:进化和短期预测

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>Bladder cancer is one of the most common malignant diseases in the urinary system and a highly aggressive neoplasm. The prognosis is not favorable usually, and its evolution for particular patients is very difficult to find out. In this paper, we propose a dynamic mathematical model that describes the bladder tumor growth and the immune response evolution. This model is customized for a single patient, determining appropriate model parameter values via model calibration. Due to the uncertainty of the tumor evolution, using the calibrated model parameters, we predict the tumor size and the immune response evolution over the next few months assuming three different scenarios: favorable, neutral, and unfavorable. In the former, it is not expected any trace of the cancer in the middle of September 2018 (after 16?mo). In the neutral scenario, at the same date, a 7‐ to 8‐mm tumor is expected. In the worst case, a 40‐mm tumor is expected. The patient was cited on 10 September 2018 to check the tumor size, and according to the doctors, there was no sign of recurrence. It seems that we are in the favorable scenario. The patient will be called again for follow‐up in mid‐2019.
机译: 膀胱癌是泌尿系统中最常见的恶性疾病之一和高度侵略性的肿瘤。预后通常不利,而且其对特定患者的演化非常难以找到。本文提出了一种动态数学模型,描述了膀胱肿瘤生长和免疫应答进化。该模型用于单个患者定制,通过模型校准确定适当的型号参数值。由于肿瘤进化的不确定性,使用校准的模型参数,我们在未来几个月内预测肿瘤大小和免疫应答进化,假设有三种不同的情景:有利,中性和不利。在前前,预计2018年9月中旬的任何癌症(16?MO之后)。在中性情况下,在同一日期,预期7至8毫米的肿瘤。在最坏的情况下,预期40毫米肿瘤。患者于2018年9月10日被引用,检查肿瘤规模,并根据医生,没有复发的迹象。似乎我们处于有利的情景。将在2019年中期再次调用患者进行随访。

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