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Updated: Mar 7, 2026

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Published on: April 2, 2020
Mathematical modeling and its analysis for instability of the immune system induced by chemotaxis
Seongwon Lee1, Se-Woong Kim2, Youngmin Oh2
1National Institute for Mathematical Sciences, Daejeon, Republic of Korea.
Insights
This study models how immune cells are attracted to infection sites using chemotaxis. Mathematical analysis reveals conditions for immune cell attraction and hypersensitivity based on chemotactic strength.
Area of Science:
- Mathematical Biology
- Immunology
- Computational Science
Background:
- Chemotaxis plays a crucial role in immune cell function.
- Understanding immune cell dynamics is vital for treating infections and inflammatory diseases.
Purpose of the Study:
- To develop a minimal mathematical model for chemotaxis in the immune system.
- To analyze the stability and dynamics of immune cell-antigen interactions.
- To investigate the impact of chemotactic strength on immune responses.
Main Methods:
- A reaction-diffusion-advection system was formulated to model immune cell and antigen interactions.
- Analytical techniques including energy estimates and spectral analysis were employed.
- Numerical simulations utilized the finite volume and fractional step methods.
Main Results:
- The model predicts effective attraction of immune cells to infection sites.
- Conditions for stability and instability were determined based on chemotactic strength.
- Hypersensitivity was observed when chemotactic strength exceeded a critical threshold.
Conclusions:
- The mathematical model provides insights into immune cell recruitment via chemotaxis.
- Chemotactic strength is a key factor determining immune response effectiveness and potential hypersensitivity.
- The findings contribute to understanding immune system dynamics in infection and inflammation.
Abstract:
In this paper, we study how chemotaxis affects the immune system by proposing a minimal mathematical model, a reaction-diffusion-advection system, describing a cross-talk between antigens and immune cells via chemokines. We analyze the stability and instability arising in our chemotaxis model and find their conditions for different chemotactic strengths by using energy estimates, spectral analysis, and bootstrap argument. Numerical simulations are also performed to the model, by using the finite volume method in order to deal with the chemotaxis term, and the fractional step methods are used to solve the whole system. From the analytical and numerical results for our model, we explain not only the effective attraction of immune cells toward the site of infection but also hypersensitivity when chemotactic strength is greater than some threshold.
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