Mathematical Modelling of Leukemia Treatment

Author:

Samuilik Inna1,Sadyrbaev Felix2

Affiliation:

1. Department of Natural Sciences and Mathematics Daugavpils University Parades street1 LATVIA

2. Institute of Mathematics and Computer science University of Latvia Rainis boulevard 29 LATVIA

Abstract

Leukemia is a cancer that can be treated in a variety of ways: chemotherapy, radiation therapy and stem cell transplant. Recovery rates for this disease are relatively high, the treatment itself has a painful effect on the body and is accompanied by numerous side effects that can persist years after the patient is cured. For this reason, efforts are underway worldwide to develop more selective therapies that will only affect leukemia cells and not healthy cells. Knowledge of developmental GRN is yet scarce, and it is early for a systematic comparative effort. We consider mathematical model of genetic regulatory networks. This model consists of a nonlinear system of ordinary differential equations. We describe the changes that system undergoes if the entries of the regulatory matrix are perturbed in some way. We discuss, how attractors for high-dimensional systems can be constructed, using known attractors of low-dimensional systems. Examples and visualizations are provided.

Publisher

World Scientific and Engineering Academy and Society (WSEAS)

Subject

General Computer Science

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Mathematical and Computer Modeling of a Dynamic System for Effectively Combating Disinformation;WSEAS TRANSACTIONS ON SYSTEMS;2024-01-17

2. On attractors in dynamical systems modeling genetic networks;Advances in the Theory of Nonlinear Analysis and its Application;2023-07-23

3. Models of Genetic Networks with Given Properties;WSEAS TRANSACTIONS ON COMPUTER RESEARCH;2022-04-20

4. Mathematical Modeling of Three - Dimensional Genetic Regulatory Networks Using Logistic and Gompertz Functions;WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL;2022-02-23

5. Modelling Three Dimensional Gene Regulatory Networks;WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL;2021-12-28

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