Optimizing drug regimens in cancer chemotherapy by an efficacy-toxicity mathematical model

Citation
A. Iliadis et D. Barbolosi, Optimizing drug regimens in cancer chemotherapy by an efficacy-toxicity mathematical model, COMPUT BIOM, 33(3), 2000, pp. 211-226
Citations number
39
Categorie Soggetti
Multidisciplinary
Journal title
COMPUTERS AND BIOMEDICAL RESEARCH
ISSN journal
00104809 → ACNP
Volume
33
Issue
3
Year of publication
2000
Pages
211 - 226
Database
ISI
SICI code
0010-4809(200006)33:3<211:ODRICC>2.0.ZU;2-O
Abstract
In cancer chemotherapy, it is important to design treatment strategies that ensure a desired rate of tumor cell kill without unacceptable toxicity. To optimize treatment, we used a mathematical model describing the pharmacoki netics of anticancer drugs, antitumor efficacy, and drug toxicity. This mod el was associated with constraints on the allowed plasma concentrations, dr ug exposure, and leukopenia. Given a schedule of drug administrations, the mathematical model optimized the drug doses that can minimize the tumor bur den while limiting toxicity at the level of the white blood cells. The main result is that the optimal drug administration is art initial high-dose ch emotherapy up to saturation of constraints associated with normal cell toxi city and a maintenance continuous infusion at a moderate rate. Data related to etoposide investigations were used in a feasibility study. Simulations with the optimized protocol showed better performances than usual clinical protocols. Model-based optimal drug doses provide for greater cytoreduction , while limiting the risk of unacceptable toxicity. (C) 2000 Academic Press .