Analysis and optimization of tumor inhibitor treatments in a free boundary tumor growth model

IF 1.8 3区 数学 Q1 MATHEMATICS, APPLIED
Xinyue Evelyn Zhao
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引用次数: 0

Abstract

This paper investigates a free boundary model describing the growth of a spherical tumor in the presence of inhibitors. Specifically, we analyze the optimal inhibitor concentration to minimize both tumor size and side effects of the inhibitor. We establish the existence and uniqueness of the optimal control, and provide a characterization of the optimal control. Numerical simulations illustrate how the optimal control strategy varies with different emphases on controlling tumor size throughout the treatment period and at its terminal time. The findings indicate that when the focus is on controlling tumor size throughout the treatment, a higher dose is administered initially; conversely, when the objective is to minimize tumor size at the treatment’s end, a higher dose is applied towards the end of the treatment period. Additionally, we explore the impact of varying parameters on the optimal control strategy. The optimal treatment dosages might be adjusted based on factors such as maximum tolerated concentrations, the severity of side effects, and the rates at which side effects decay.
自由边界肿瘤生长模型中肿瘤抑制剂治疗的分析与优化
本文研究了一个描述球形肿瘤在抑制剂存在下生长的自由边界模型。具体来说,我们分析了抑制剂的最佳浓度,以最小化肿瘤大小和抑制剂的副作用。我们建立了最优控制的存在唯一性,并给出了最优控制的表征。数值模拟说明了最优控制策略在整个治疗期间和治疗结束时对肿瘤大小的不同控制重点是如何变化的。研究结果表明,在整个治疗过程中,当重点放在控制肿瘤大小时,初始剂量较高;相反,当目标是在治疗结束时使肿瘤大小最小时,则在治疗期结束时施用较高的剂量。此外,我们还探讨了不同参数对最优控制策略的影响。最佳治疗剂量可以根据诸如最大耐受浓度、副作用的严重程度和副作用消退的速率等因素进行调整。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.80
自引率
5.00%
发文量
176
审稿时长
59 days
期刊介绍: Nonlinear Analysis: Real World Applications welcomes all research articles of the highest quality with special emphasis on applying techniques of nonlinear analysis to model and to treat nonlinear phenomena with which nature confronts us. Coverage of applications includes any branch of science and technology such as solid and fluid mechanics, material science, mathematical biology and chemistry, control theory, and inverse problems. The aim of Nonlinear Analysis: Real World Applications is to publish articles which are predominantly devoted to employing methods and techniques from analysis, including partial differential equations, functional analysis, dynamical systems and evolution equations, calculus of variations, and bifurcations theory.
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