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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:...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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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. |
format | Online Article Text |
id | pubmed-4429337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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