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Mathematical Details on a Cancer Resistance Model

Mathematical Details on a Cancer Resistance Model

来源:bioRxiv_logobioRxiv
英文摘要

Abstract The primary factor limiting the success of chemotherapy in cancer treatment is the phenomenon of drug resistance. We have recently introduced a framework for quantifying the effects of induced and non-induced resistance to cancer chemotherapy [11, 10]. In this work, we expound on the details relating to an optimal control problem outlined in [10]. The control structure is precisely characterized as a concatenation of bang-bang and path-constrained arcs via the Pontryagin Maximum Principle and differential Lie algebra techniques. A structural identifiability analysis is also presented, demonstrating that patient-specific parameters may be measured and thus utilized in the design of optimal therapies prior to the commencement of therapy. For completeness, a detailed analysis of existence results is also included.

Greene James M.、Sanchez-Tapia Cynthia、Sontag Eduardo D.

Department of Mathematics and Center for Quantitative Biology, Rutgers UniversityDepartment of Mathematics and Center for Quantitative Biology, Rutgers UniversityDepartment of Electrical and Computer Engineering and Department of Bioengineering, Northeastern University||Laboratory of Systems Pharmacology, Program in Therapeutic Science, Harvard Medical School

10.1101/475533

肿瘤学数学基础医学

Drug resistanceChemotherapyPhenotypeOptimal Control TheorySingular Controls

Greene James M.,Sanchez-Tapia Cynthia,Sontag Eduardo D..Mathematical Details on a Cancer Resistance Model[EB/OL].(2025-03-28)[2025-05-05].https://www.biorxiv.org/content/10.1101/475533.点此复制

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