A Numerical Study of a Delay Differential Equation Model for Breast Cancer

In this thesis we construct a new model of the immune response to the growth of breast cancer cells and investigate the impact of certain drug therapies on the cancer. We use delay differential equations to model the interaction of breast cancer cells with the immune system. The new model is constru...

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Main Author: Newbury, Golnar
Other Authors: Mathematics
Format: Others
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/34420
http://scholar.lib.vt.edu/theses/available/etd-08082007-114126/
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spelling ndltd-VTETD-oai-vtechworks.lib.vt.edu-10919-344202020-09-26T05:37:50Z A Numerical Study of a Delay Differential Equation Model for Breast Cancer Newbury, Golnar Mathematics Burns, John A. Zietsman, Lizette Herdman, Terry L. delay differential equations cancer model parameter sensitivity ordinary differential equations Paclitaxel cell cycle cycle specific chemotherapy proliferating cells quiescent cells In this thesis we construct a new model of the immune response to the growth of breast cancer cells and investigate the impact of certain drug therapies on the cancer. We use delay differential equations to model the interaction of breast cancer cells with the immune system. The new model is constructed by combining two previous models. The first model accounts for different cell cycles and includes terms to evaluate drug treatments, but ignores quiescent tumor cells. The second model includes quiescent cells, but ignores the immune response and drug treatments. The new model is obtained by combining and modifying these two models to account for quiescent cells, immune cells and includes drug intervention terms. This new model is used to evaluate the effects of pulsed applications of the drug Paclitaxel for models with and without quiescent cells. We use sensitivity equation methods to analyze the sensitivity of the model with respect to the initial number of immune cytotoxic T-cells. Numerical experiments are conducted to compare the model predictions to observed behavior. Master of Science 2014-03-14T20:43:00Z 2014-03-14T20:43:00Z 2007-08-03 2007-08-08 2007-08-24 2007-08-24 Thesis etd-08082007-114126 http://hdl.handle.net/10919/34420 http://scholar.lib.vt.edu/theses/available/etd-08082007-114126/ finalthesis.pdf In Copyright http://rightsstatements.org/vocab/InC/1.0/ application/pdf Virginia Tech
collection NDLTD
format Others
sources NDLTD
topic delay differential equations
cancer model
parameter sensitivity
ordinary differential equations
Paclitaxel
cell cycle
cycle specific chemotherapy
proliferating cells
quiescent cells
spellingShingle delay differential equations
cancer model
parameter sensitivity
ordinary differential equations
Paclitaxel
cell cycle
cycle specific chemotherapy
proliferating cells
quiescent cells
Newbury, Golnar
A Numerical Study of a Delay Differential Equation Model for Breast Cancer
description In this thesis we construct a new model of the immune response to the growth of breast cancer cells and investigate the impact of certain drug therapies on the cancer. We use delay differential equations to model the interaction of breast cancer cells with the immune system. The new model is constructed by combining two previous models. The first model accounts for different cell cycles and includes terms to evaluate drug treatments, but ignores quiescent tumor cells. The second model includes quiescent cells, but ignores the immune response and drug treatments. The new model is obtained by combining and modifying these two models to account for quiescent cells, immune cells and includes drug intervention terms. This new model is used to evaluate the effects of pulsed applications of the drug Paclitaxel for models with and without quiescent cells. We use sensitivity equation methods to analyze the sensitivity of the model with respect to the initial number of immune cytotoxic T-cells. Numerical experiments are conducted to compare the model predictions to observed behavior. === Master of Science
author2 Mathematics
author_facet Mathematics
Newbury, Golnar
author Newbury, Golnar
author_sort Newbury, Golnar
title A Numerical Study of a Delay Differential Equation Model for Breast Cancer
title_short A Numerical Study of a Delay Differential Equation Model for Breast Cancer
title_full A Numerical Study of a Delay Differential Equation Model for Breast Cancer
title_fullStr A Numerical Study of a Delay Differential Equation Model for Breast Cancer
title_full_unstemmed A Numerical Study of a Delay Differential Equation Model for Breast Cancer
title_sort numerical study of a delay differential equation model for breast cancer
publisher Virginia Tech
publishDate 2014
url http://hdl.handle.net/10919/34420
http://scholar.lib.vt.edu/theses/available/etd-08082007-114126/
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