Cancer chemotherapy optimization under evolving drug resistance

Citation
A. Swierniak et J. Smieja, Cancer chemotherapy optimization under evolving drug resistance, NONLIN ANAL, 47(1), 2001, pp. 375-386
Citations number
17
Categorie Soggetti
Mathematics
Journal title
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS
ISSN journal
0362546X → ACNP
Volume
47
Issue
1
Year of publication
2001
Part
1
Pages
375 - 386
Database
ISI
SICI code
0362-546X(200108)47:1<375:CCOUED>2.0.ZU;2-E
Abstract
In the paper we are concerned with bilinear, infinite dimensional model of the evolution of drug resistance resulting from gene amplification. After p resenting biological background which justifies the mathematical model, som e of the model properties axe shown. Afterwards, a basic concept of transfo rming the system description into an integro-differential one is introduced . Next, a control theoretic approach to design a chemotherapy protocol is d iscussed. To achieve this, an optimization problem is formulated and the ne cessary conditions for optimal control are given. Basing on these condition s, gradient-based solution is proposed and tested numerically. Analysis of obtained numerical results suggests that, at least in some applications, su boptimal periodical control would be preferable as far as dynamical behavio ur of the model is concerned. In the final section, conclusions are drawn c oncerning the importance and applicability of the solution.