Positive control of a minimal model of tumor growth with bevacizumab treatment

D. Drexler, Johanna Sápi, L. Kovács
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引用次数: 11

Abstract

Application of model-based control strategies for physiological control problems, like tumor therapy, may greatly improve the efficiency of clinical treatments. Our aim is to design a positive path tracking controller for a minimal model of tumor growth under angiogenic inhibition with bevacizumab treatment. We extend the dynamics of the system to ensure the positivity of the input, and design path tracking controller after exact linearization is carried out for the extended system. We carry out simulations for different reference signals for the path tracking controllers, and confirm that the tumor can be eliminated using bevacizumab therapy with physiologically feasible input signals. The resulting inputs are positive, and their maximal values are in physiologically feasible regions, thus the results may be applicable in clinical practice.
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贝伐单抗治疗对肿瘤生长的最小模型的阳性控制
将基于模型的控制策略应用于肿瘤治疗等生理控制问题,可以大大提高临床治疗的效率。我们的目标是设计一个正路径跟踪控制器,用于贝伐单抗治疗下血管生成抑制下肿瘤生长的最小模型。对系统的动力学特性进行扩展以保证输入的正性,并对扩展后的系统进行精确线性化后的路径跟踪控制器设计。我们对路径跟踪控制器的不同参考信号进行了仿真,并证实使用生理上可行的输入信号使用贝伐单抗治疗可以消除肿瘤。所得到的输入值为正,且其最大值在生理上可行的区域,因此结果可用于临床实践。
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