首页> 外文期刊>Journal of Theoretical Biology >Global stability analysis and optimal control therapy of blood cell production process (hematopoiesis) in acute myeloid leukemia
【24h】

Global stability analysis and optimal control therapy of blood cell production process (hematopoiesis) in acute myeloid leukemia

机译:急性髓鞘白血病中血细胞生产过程(血细胞凋亡)的全球稳定性分析及最佳控制治疗

获取原文
获取原文并翻译 | 示例
           

摘要

In this paper we analyze the global stability of a coupled model for Acute Myeloid Leukemia and propose a therapy approach based on an optimal control strategy. Firstly, based on the positivity of the model, stability of trivial solutions for healthy and cancerous cell subsystems is assessed. To this end we use new Lyapunov functionals and take into account the interconnection between cell populations. Secondly, stability conditions for healthy situation in interconnected model are established by using Nyquist criterion. And thirdly, we design an optimal control based therapy that aims to eradicate cancerous cells and minimize the side effects of the treatment on healthy ones. After showing the existence of an optimal control, this one is determined by using Pontriagyn’s principal. We assess the effect of interconnection between healthy and cancerous cells on their dynamics and on the stability conditions for different cases. The behavior of the system in open loop and with application of the optimal control therapy is illustrated by simulation and results are biologically explained and motivated.
机译:在本文中,我们分析了急性髓性白血病耦合模型的全局稳定性,并提出了一种基于最佳控制策略的治疗方法。首先,基于模型的积极性,评估了健康和癌细胞子系统的微不足道溶液的稳定性。为此,我们使用新的Lyapunov功能,并考虑到细胞群之间的互连。其次,利用奈奎斯特标准建立了互连模型中健康状况的稳定性条件。第三,我们设计了一种基于最佳的控制疗法,旨在消除癌细胞并最大限度地减少治疗对健康的副作用。在显示出现最佳控制之后,这一个是通过使用Pontriagyn的校长来确定的。我们评估互连在其动态和不同病例的稳定条件下对健康和癌细胞之间的互连。通过模拟说明了系统在开环和应用最佳控制疗法中的行为,结果是生物学解释和激励的结果。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号