Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach

In this article we provide homotopy solutions of a cancer nonlinear model describing the dynamics of tumor cells in interaction with healthy and effector immune cells. We apply a semi-analytic technique for solving strongly nonlinear systems – the Step Homotopy Analysis Method (SHAM). This algorithm...

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Veröffentlicht in:Applied mathematics and computation 2015-02, Vol.252, p.484-495
Hauptverfasser: Sardanyés, Josep, Rodrigues, Carla, Januário, Cristina, Martins, Nuno, Gil-Gómez, Gabriel, Duarte, Jorge
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container_end_page 495
container_issue
container_start_page 484
container_title Applied mathematics and computation
container_volume 252
creator Sardanyés, Josep
Rodrigues, Carla
Januário, Cristina
Martins, Nuno
Gil-Gómez, Gabriel
Duarte, Jorge
description In this article we provide homotopy solutions of a cancer nonlinear model describing the dynamics of tumor cells in interaction with healthy and effector immune cells. We apply a semi-analytic technique for solving strongly nonlinear systems – the Step Homotopy Analysis Method (SHAM). This algorithm, based on a modification of the standard homotopy analysis method (HAM), allows to obtain a one-parameter family of explicit series solutions. By using the homotopy solutions, we first investigate the dynamical effect of the activation of the effector immune cells in the deterministic dynamics, showing that an increased activation makes the system to enter into chaotic dynamics via a period-doubling bifurcation scenario. Then, by adding demographic stochasticity into the homotopy solutions, we show, as a difference from the deterministic dynamics, that an increased activation of the immune cells facilitates cancer clearance involving tumor cells extinction and healthy cells persistence. Our results highlight the importance of therapies activating the effector immune cells at early stages of cancer progression.
doi_str_mv 10.1016/j.amc.2014.12.005
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subjects Activation
Activation analysis
Cancer
Chaos
Dynamical systems
Dynamics
Effectors
Homotopy solutions
Mathematical models
Nonlinear dynamics
Tumor extinction
Tumors
title Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
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