Literature DB >> 20513667

Realizable protocols for optimal administration of drugs in mathematical models for anti-angiogenic treatment.

Urszula Ledzewicz1, John Marriott, Helmut Maurer, Heinz Schättler.   

Abstract

Two mathematical models for tumour anti-angiogenesis, one originally formulated by Hahnfeldt et al. (1999, Tumor development under angiogenic signaling: a dynamical theory of tumor growth, treatment response, and postvascular dormancy. Cancer Res., 59, 4770-4775) and a modification of this model by Ergun et al. (2003, Optimal scheduling of radiotherapy and angiogenic inhibitors. Bull. Math. Biol., 65, 407-424) are considered as optimal control problem with the aim of maximizing the tumour reduction achievable with an a priori given amount of angiogenic agents. For both models, depending on the initial conditions, optimal controls may contain a segment along which the dosage follows a so-called singular control, a time-varying feedback control. In this paper, for these cases, the efficiency of piecewise constant protocols with a small number of switchings is investigated. Through comparison with the theoretically optimal solutions, it will be shown that these protocols provide generally excellent suboptimal strategies that for many initial conditions come within a fraction of 1% of the theoretically optimal values. When the duration of the dosages are a priori restricted to a daily or semi-daily regimen, still very good approximations of the theoretically optimal solution can be achieved.

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Year:  2010        PMID: 20513667     DOI: 10.1093/imammb/dqp012

Source DB:  PubMed          Journal:  Math Med Biol        ISSN: 1477-8599            Impact factor:   1.854


  4 in total

1.  Using Fractal Geometry and Universal Growth Curves as Diagnostics for Comparing Tumor Vasculature and Metabolic Rate With Healthy Tissue and for Predicting Responses to Drug Therapies.

Authors:  Van M Savage; Alexander B Herman; Geoffrey B West; Kevin Leu
Journal:  Discrete Continuous Dyn Syst Ser B       Date:  2013-06       Impact factor: 1.327

2.  Optimal response to chemotherapy for a mathematical model of tumor-immune dynamics.

Authors:  Urszula Ledzewicz; Mohammad Naghnaeian; Heinz Schättler
Journal:  J Math Biol       Date:  2011-05-08       Impact factor: 2.259

3.  Comparison of simple models of periodic protocols for combined anticancer therapy.

Authors:  Marzena Dołbniak; Andrzej Swierniak
Journal:  Comput Math Methods Med       Date:  2013-04-07       Impact factor: 2.238

Review 4.  A Review of Mathematical Models for Tumor Dynamics and Treatment Resistance Evolution of Solid Tumors.

Authors:  Anyue Yin; Dirk Jan A R Moes; Johan G C van Hasselt; Jesse J Swen; Henk-Jan Guchelaar
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2019-08-09
  4 in total

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