A Mathematical Model to Predict Growth and Treatment for UPS Cancer.

IF 2.3 4区 数学 Q2 BIOLOGY
Sumit Roy
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引用次数: 0

Abstract

We propose a mathematical model for the growth and treatment of Undifferentiated Pleomorphic Sarcoma (UPS) using a system of nonlinear differential equations. The model combines Gompertz-type tumor growth with surface-dependent necrotic loss, surgical resection with residual disease, postoperative recovery, tumor-immune interaction, and radiation treatment scheduling. We study the mathematical properties of the model and obtain several results. The growth equation shows the existence of a threshold below which the tumor cannot survive and may disappear. The postoperative phase exhibits an early inflammatory stage followed by proliferative recovery. For the tumor-immune subsystem, equilibrium states and local stability conditions are identified. The radiation treatment problem is formulated as an optimal control problem, and the optimal strategy is shown to be of bang-bang type. The model suggests that tumor recurrence depends not only on tumor growth itself but also on residual disease, postoperative dynamics, immune response, and treatment timing.

预测UPS肿瘤生长和治疗的数学模型。
我们提出了一个数学模型的生长和治疗的未分化多形性肉瘤(UPS)使用系统的非线性微分方程。该模型结合了gompertz型肿瘤生长与表面依赖性坏死损失、手术切除与残留疾病、术后恢复、肿瘤免疫相互作用和放射治疗计划。研究了该模型的数学性质,得到了一些结果。生长方程表明存在一个阈值,低于这个阈值,肿瘤就无法存活,可能会消失。术后表现为早期炎症期,随后是增生性恢复。对于肿瘤免疫子系统,确定了平衡状态和局部稳定条件。将辐射治疗问题表述为一个最优控制问题,并证明其最优策略是bang-bang型的。该模型表明,肿瘤复发不仅取决于肿瘤生长本身,还与残留疾病、术后动态、免疫反应和治疗时机有关。
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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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