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Dosage strategies for delaying resistance emergence in heterogeneous tumors

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 resist...

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Detalles Bibliográficos
Autores principales: Vakil, Vahideh, Trappe, Wade
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8091820/
https://www.ncbi.nlm.nih.gov/pubmed/33638275
http://dx.doi.org/10.1002/2211-5463.13129
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author Vakil, Vahideh
Trappe, Wade
author_facet Vakil, Vahideh
Trappe, Wade
author_sort Vakil, Vahideh
collection PubMed
description 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.
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spelling pubmed-80918202021-05-10 Dosage strategies for delaying resistance emergence in heterogeneous tumors Vakil, Vahideh Trappe, Wade FEBS Open Bio Research Articles 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. John Wiley and Sons Inc. 2021-03-30 /pmc/articles/PMC8091820/ /pubmed/33638275 http://dx.doi.org/10.1002/2211-5463.13129 Text en © 2021 The Authors. FEBS Open Bio published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Vakil, Vahideh
Trappe, Wade
Dosage strategies for delaying resistance emergence in heterogeneous tumors
title Dosage strategies for delaying resistance emergence in heterogeneous tumors
title_full Dosage strategies for delaying resistance emergence in heterogeneous tumors
title_fullStr Dosage strategies for delaying resistance emergence in heterogeneous tumors
title_full_unstemmed Dosage strategies for delaying resistance emergence in heterogeneous tumors
title_short Dosage strategies for delaying resistance emergence in heterogeneous tumors
title_sort dosage strategies for delaying resistance emergence in heterogeneous tumors
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8091820/
https://www.ncbi.nlm.nih.gov/pubmed/33638275
http://dx.doi.org/10.1002/2211-5463.13129
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