Back to Search Start Over

Dosage strategies for delaying resistance emergence in heterogeneous tumors

Authors :
Vahideh Vakil
Wade Trappe
Source :
FEBS Open Bio, Vol 11, Iss 5, Pp 1322-1331 (2021)
Publication Year :
2021
Publisher :
Wiley, 2021.

Abstract

Drug resistance in cancer treatments is a frequent problem that, when it arises, leads to failure in therapeutic efforts. Tumor heterogeneity is the primary reason for resistance emergence and a precise treatment design that takes heterogeneity into account is required to postpone the rise of resistant subpopulations in the tumor environment. In this paper, we present a mathematical framework involving clonal evolution modeling of drug‐sensitive and drug‐resistant clones. Using our framework, we examine delaying the rise of resistance in heterogeneous tumors during control phase of therapy in a containment treatment approach. We apply pharmacokinetic/pharmacodynamic (PKPD) modeling and show that dosage strategies can be designed to control the resistant subpopulation. Our results show that the drug dosage and schedule determine the relative dynamics of sensitive and resistant clones. We present an optimal control problem that finds the dosing strategy that maximizes the delay in resistance emergence for a given period of containment treatment.

Details

Language :
English
ISSN :
22115463
Volume :
11
Issue :
5
Database :
Directory of Open Access Journals
Journal :
FEBS Open Bio
Publication Type :
Academic Journal
Accession number :
edsdoj.786fddba9444c9b4215c88917dbb5c
Document Type :
article
Full Text :
https://doi.org/10.1002/2211-5463.13129