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Modeling drug resistance in a conjoint normal-tumor setting

BACKGROUND: In this paper, we modify our previously developed conjoint tumor-normal cell model in order to make a distinction between tumor cells that are responsive to chemotherapy and those that may show resistance. RESULTS: Using this newly developed core model, the evolution of three cell types:...

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Detalles Bibliográficos
Autores principales: Feizabadi, Mitra Shojania, Witten, Tarynn M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4429337/
https://www.ncbi.nlm.nih.gov/pubmed/25588472
http://dx.doi.org/10.1186/1742-4682-12-3
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author Feizabadi, Mitra Shojania
Witten, Tarynn M
author_facet Feizabadi, Mitra Shojania
Witten, Tarynn M
author_sort Feizabadi, Mitra Shojania
collection PubMed
description BACKGROUND: In this paper, we modify our previously developed conjoint tumor-normal cell model in order to make a distinction between tumor cells that are responsive to chemotherapy and those that may show resistance. RESULTS: Using this newly developed core model, the evolution of three cell types: normal, tumor, and drug-resistant tumor cells, is studied through a series of numerical simulations. In addition, we illustrate critical factors that cause different dynamical patterns for normal and tumor cells. Among these factors are the co-dependency of the normal and tumor cells, the cells’ response mechanism to a single or multiple chemotherapeutic treatment, the drug administration sequence, and the treatment starting time. CONCLUSION: The results provide us with a deeper understanding of the possible evolution of normal, drug-responsive, and drug-resistant tumor cells during the cancer progression, which may contribute to improving the therapeutic strategies.
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spelling pubmed-44293372015-05-14 Modeling drug resistance in a conjoint normal-tumor setting Feizabadi, Mitra Shojania Witten, Tarynn M Theor Biol Med Model Research BACKGROUND: In this paper, we modify our previously developed conjoint tumor-normal cell model in order to make a distinction between tumor cells that are responsive to chemotherapy and those that may show resistance. RESULTS: Using this newly developed core model, the evolution of three cell types: normal, tumor, and drug-resistant tumor cells, is studied through a series of numerical simulations. In addition, we illustrate critical factors that cause different dynamical patterns for normal and tumor cells. Among these factors are the co-dependency of the normal and tumor cells, the cells’ response mechanism to a single or multiple chemotherapeutic treatment, the drug administration sequence, and the treatment starting time. CONCLUSION: The results provide us with a deeper understanding of the possible evolution of normal, drug-responsive, and drug-resistant tumor cells during the cancer progression, which may contribute to improving the therapeutic strategies. BioMed Central 2015-01-15 /pmc/articles/PMC4429337/ /pubmed/25588472 http://dx.doi.org/10.1186/1742-4682-12-3 Text en © Shojania Feizabadi and Witten; licensee BioMed Central. 2015 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Feizabadi, Mitra Shojania
Witten, Tarynn M
Modeling drug resistance in a conjoint normal-tumor setting
title Modeling drug resistance in a conjoint normal-tumor setting
title_full Modeling drug resistance in a conjoint normal-tumor setting
title_fullStr Modeling drug resistance in a conjoint normal-tumor setting
title_full_unstemmed Modeling drug resistance in a conjoint normal-tumor setting
title_short Modeling drug resistance in a conjoint normal-tumor setting
title_sort modeling drug resistance in a conjoint normal-tumor setting
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4429337/
https://www.ncbi.nlm.nih.gov/pubmed/25588472
http://dx.doi.org/10.1186/1742-4682-12-3
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